{"env_info": "sys.platform: linux\nPython: 3.8.16 | packaged by conda-forge | (default, Feb  1 2023, 16:01:55) [GCC 11.3.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA A100 80GB PCIe\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 11.8, V11.8.89\nGCC: gcc (Ubuntu 11.1.0-1ubuntu1~20.04) 11.1.0\nPyTorch: 2.0.0+cu118\nPyTorch compiling details: PyTorch built with:\n  - GCC 9.3\n  - C++ Version: 201703\n  - Intel(R) oneAPI Math Kernel Library Version 2022.2-Product Build 20220804 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v2.7.3 (Git Hash 6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e)\n  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n  - LAPACK is enabled (usually provided by MKL)\n  - NNPACK is enabled\n  - CPU capability usage: AVX2\n  - CUDA Runtime 11.8\n  - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90\n  - CuDNN 8.7\n  - Magma 2.6.1\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.8, CUDNN_VERSION=8.7.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.0.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.15.0+cu118\nOpenCV: 4.7.0\nMMCV: 1.7.1\nMMCV Compiler: GCC 11.1\nMMCV CUDA Compiler: 11.8\nMMSegmentation: 0.30.0+", "seed": null, "exp_name": "upernet_transnext_small_512x512_160k_ade20k_ss.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 43699, "data_time": 0.01204, "decode.loss_ce": 4.0698, "decode.acc_seg": 1.82667, "aux.loss_ce": 1.66344, "aux.acc_seg": 0.38859, "loss": 5.73324, "time": 7.85411}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 43699, "data_time": 0.00894, "decode.loss_ce": 3.94, "decode.acc_seg": 4.54949, "aux.loss_ce": 1.64704, "aux.acc_seg": 0.42155, "loss": 5.58703, "time": 0.68398}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 1e-05, "memory": 43699, "data_time": 0.01006, "decode.loss_ce": 3.76696, "decode.acc_seg": 16.86357, "aux.loss_ce": 1.65197, "aux.acc_seg": 0.7, "loss": 5.41893, "time": 0.66612}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 1e-05, "memory": 43699, "data_time": 0.00878, "decode.loss_ce": 3.3425, "decode.acc_seg": 31.87451, "aux.loss_ce": 1.62526, "aux.acc_seg": 2.29157, "loss": 4.96776, "time": 0.66284}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 1e-05, "memory": 43699, "data_time": 0.01539, "decode.loss_ce": 2.74561, "decode.acc_seg": 40.87822, "aux.loss_ce": 1.52915, "aux.acc_seg": 8.1168, "loss": 4.27475, "time": 0.67225}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 1e-05, "memory": 43699, "data_time": 0.00821, "decode.loss_ce": 2.41357, "decode.acc_seg": 48.25421, "aux.loss_ce": 1.45821, "aux.acc_seg": 22.59047, "loss": 3.87178, "time": 0.64257}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 1e-05, "memory": 43699, "data_time": 0.00858, "decode.loss_ce": 2.11764, "decode.acc_seg": 52.47877, "aux.loss_ce": 1.30183, "aux.acc_seg": 37.30305, "loss": 3.41947, "time": 0.64343}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 2e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 1.9336, "decode.acc_seg": 55.2901, "aux.loss_ce": 1.13935, "aux.acc_seg": 45.4842, "loss": 3.07295, "time": 0.64832}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 2e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 1.77469, "decode.acc_seg": 58.13039, "aux.loss_ce": 1.03724, "aux.acc_seg": 50.82895, "loss": 2.81193, "time": 0.63311}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 2e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 1.70996, "decode.acc_seg": 59.26906, "aux.loss_ce": 0.99035, "aux.acc_seg": 52.38786, "loss": 2.7003, "time": 0.6181}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 2e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 1.57971, "decode.acc_seg": 60.41959, "aux.loss_ce": 0.90861, "aux.acc_seg": 54.27586, "loss": 2.48831, "time": 0.61444}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 1.47744, "decode.acc_seg": 62.37217, "aux.loss_ce": 0.84147, "aux.acc_seg": 56.55977, "loss": 2.31891, "time": 0.6296}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 1.43534, "decode.acc_seg": 62.2378, "aux.loss_ce": 0.80545, "aux.acc_seg": 56.92495, "loss": 2.24079, "time": 0.61913}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 3e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 1.41427, "decode.acc_seg": 62.96507, "aux.loss_ce": 0.80267, "aux.acc_seg": 57.34448, "loss": 2.21694, "time": 0.62044}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 3e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 1.37425, "decode.acc_seg": 63.14264, "aux.loss_ce": 0.77996, "aux.acc_seg": 57.19844, "loss": 2.15421, "time": 0.61712}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 3e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 1.37482, "decode.acc_seg": 63.546, "aux.loss_ce": 0.75312, "aux.acc_seg": 58.84604, "loss": 2.12794, "time": 0.61834}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 3e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 1.2995, "decode.acc_seg": 64.37233, "aux.loss_ce": 0.7086, "aux.acc_seg": 60.04364, "loss": 2.0081, "time": 0.61814}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 1.21799, "decode.acc_seg": 66.13051, "aux.loss_ce": 0.66378, "aux.acc_seg": 61.42851, "loss": 1.88177, "time": 0.61791}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 4e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 1.21384, "decode.acc_seg": 66.57718, "aux.loss_ce": 0.64924, "aux.acc_seg": 62.74935, "loss": 1.86308, "time": 0.62382}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 4e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 1.20321, "decode.acc_seg": 65.7279, "aux.loss_ce": 0.63034, "aux.acc_seg": 62.33138, "loss": 1.83356, "time": 0.61327}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 4e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 1.12036, "decode.acc_seg": 67.87742, "aux.loss_ce": 0.59618, "aux.acc_seg": 63.85948, "loss": 1.71654, "time": 0.61405}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 4e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 1.14199, "decode.acc_seg": 65.80677, "aux.loss_ce": 0.59552, "aux.acc_seg": 63.01697, "loss": 1.73751, "time": 0.61824}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 1.11056, "decode.acc_seg": 67.21285, "aux.loss_ce": 0.58343, "aux.acc_seg": 64.05687, "loss": 1.69399, "time": 0.62567}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 1.11239, "decode.acc_seg": 67.34351, "aux.loss_ce": 0.57648, "aux.acc_seg": 64.38111, "loss": 1.68887, "time": 0.63034}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 5e-05, "memory": 43699, "data_time": 0.0083, "decode.loss_ce": 1.09165, "decode.acc_seg": 67.51341, "aux.loss_ce": 0.5594, "aux.acc_seg": 64.61228, "loss": 1.65105, "time": 0.61444}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 5e-05, "memory": 43699, "data_time": 0.05533, "decode.loss_ce": 1.0285, "decode.acc_seg": 68.94564, "aux.loss_ce": 0.53261, "aux.acc_seg": 65.64321, "loss": 1.56111, "time": 0.68469}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 5e-05, "memory": 43699, "data_time": 0.00804, "decode.loss_ce": 1.00694, "decode.acc_seg": 68.6705, "aux.loss_ce": 0.51605, "aux.acc_seg": 65.62918, "loss": 1.52299, "time": 0.62114}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 6e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 1.07365, "decode.acc_seg": 67.84332, "aux.loss_ce": 0.54757, "aux.acc_seg": 64.26463, "loss": 1.62122, "time": 0.62814}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 6e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 1.00787, "decode.acc_seg": 68.5385, "aux.loss_ce": 0.51376, "aux.acc_seg": 65.55783, "loss": 1.52163, "time": 0.61804}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 6e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 1.00796, "decode.acc_seg": 69.07781, "aux.loss_ce": 0.5149, "aux.acc_seg": 65.91471, "loss": 1.52286, "time": 0.63341}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 6e-05, "memory": 43699, "data_time": 0.00818, "decode.loss_ce": 0.99597, "decode.acc_seg": 68.27764, "aux.loss_ce": 0.50592, "aux.acc_seg": 65.47341, "loss": 1.50189, "time": 0.62454}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 6e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 1.00372, "decode.acc_seg": 68.77436, "aux.loss_ce": 0.50389, "aux.acc_seg": 65.66506, "loss": 1.50761, "time": 0.6193}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 6e-05, "memory": 43699, "data_time": 0.0085, "decode.loss_ce": 0.94714, "decode.acc_seg": 69.66543, "aux.loss_ce": 0.48326, "aux.acc_seg": 66.45618, "loss": 1.4304, "time": 0.62805}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 6e-05, "memory": 43699, "data_time": 0.01427, "decode.loss_ce": 0.94983, "decode.acc_seg": 69.45722, "aux.loss_ce": 0.47869, "aux.acc_seg": 66.23494, "loss": 1.42852, "time": 0.6337}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 6e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.90283, "decode.acc_seg": 70.59967, "aux.loss_ce": 0.45216, "aux.acc_seg": 67.77014, "loss": 1.35498, "time": 0.61925}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 6e-05, "memory": 43699, "data_time": 0.00816, "decode.loss_ce": 0.90651, "decode.acc_seg": 70.58739, "aux.loss_ce": 0.46, "aux.acc_seg": 66.8902, "loss": 1.36651, "time": 0.63799}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 6e-05, "memory": 43699, "data_time": 0.00854, "decode.loss_ce": 0.93157, "decode.acc_seg": 69.9166, "aux.loss_ce": 0.46009, "aux.acc_seg": 67.17115, "loss": 1.39166, "time": 0.63222}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 6e-05, "memory": 43699, "data_time": 0.00815, "decode.loss_ce": 0.89322, "decode.acc_seg": 70.79677, "aux.loss_ce": 0.45465, "aux.acc_seg": 67.24694, "loss": 1.34787, "time": 0.61358}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 6e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.90886, "decode.acc_seg": 70.5564, "aux.loss_ce": 0.45358, "aux.acc_seg": 67.35685, "loss": 1.36245, "time": 0.61972}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 6e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.9012, "decode.acc_seg": 70.16257, "aux.loss_ce": 0.4488, "aux.acc_seg": 67.16228, "loss": 1.35, "time": 0.61778}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 6e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.8752, "decode.acc_seg": 71.88224, "aux.loss_ce": 0.43852, "aux.acc_seg": 68.74483, "loss": 1.31372, "time": 0.64418}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 6e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.87126, "decode.acc_seg": 70.84709, "aux.loss_ce": 0.43481, "aux.acc_seg": 67.77375, "loss": 1.30606, "time": 0.61863}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 6e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.84993, "decode.acc_seg": 71.02681, "aux.loss_ce": 0.4214, "aux.acc_seg": 67.99244, "loss": 1.27133, "time": 0.61258}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 6e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.88841, "decode.acc_seg": 71.05818, "aux.loss_ce": 0.43825, "aux.acc_seg": 67.61019, "loss": 1.32666, "time": 0.61257}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 6e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.84079, "decode.acc_seg": 72.54763, "aux.loss_ce": 0.43071, "aux.acc_seg": 68.44312, "loss": 1.27151, "time": 0.61226}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.86534, "decode.acc_seg": 71.2938, "aux.loss_ce": 0.42678, "aux.acc_seg": 68.24866, "loss": 1.29211, "time": 0.63691}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 6e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.8797, "decode.acc_seg": 70.78056, "aux.loss_ce": 0.43121, "aux.acc_seg": 68.06548, "loss": 1.31091, "time": 0.6262}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 6e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.85084, "decode.acc_seg": 71.22425, "aux.loss_ce": 0.43019, "aux.acc_seg": 67.56496, "loss": 1.28103, "time": 0.62681}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 6e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.82886, "decode.acc_seg": 71.91254, "aux.loss_ce": 0.41185, "aux.acc_seg": 68.9792, "loss": 1.24071, "time": 0.61419}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 6e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.85806, "decode.acc_seg": 71.42079, "aux.loss_ce": 0.42139, "aux.acc_seg": 68.7725, "loss": 1.27945, "time": 0.61409}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 6e-05, "memory": 43699, "data_time": 0.05449, "decode.loss_ce": 0.82756, "decode.acc_seg": 72.55543, "aux.loss_ce": 0.40226, "aux.acc_seg": 69.97019, "loss": 1.22981, "time": 0.69159}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 6e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.76701, "decode.acc_seg": 74.23933, "aux.loss_ce": 0.39543, "aux.acc_seg": 70.2573, "loss": 1.16244, "time": 0.62124}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.80574, "decode.acc_seg": 72.95088, "aux.loss_ce": 0.39884, "aux.acc_seg": 69.94358, "loss": 1.20458, "time": 0.61859}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 6e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.77914, "decode.acc_seg": 73.71976, "aux.loss_ce": 0.38348, "aux.acc_seg": 71.25049, "loss": 1.16262, "time": 0.6142}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.77008, "decode.acc_seg": 72.8296, "aux.loss_ce": 0.38405, "aux.acc_seg": 69.57868, "loss": 1.15414, "time": 0.62773}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.77318, "decode.acc_seg": 73.37672, "aux.loss_ce": 0.3868, "aux.acc_seg": 70.11259, "loss": 1.15998, "time": 0.63366}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 6e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.80496, "decode.acc_seg": 72.44447, "aux.loss_ce": 0.38906, "aux.acc_seg": 69.74804, "loss": 1.19401, "time": 0.61236}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 6e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.73201, "decode.acc_seg": 73.84958, "aux.loss_ce": 0.36066, "aux.acc_seg": 71.26211, "loss": 1.09267, "time": 0.61218}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 6e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.78396, "decode.acc_seg": 72.94267, "aux.loss_ce": 0.38009, "aux.acc_seg": 70.81465, "loss": 1.16405, "time": 0.61588}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 6e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.75989, "decode.acc_seg": 73.88027, "aux.loss_ce": 0.36749, "aux.acc_seg": 70.94054, "loss": 1.12738, "time": 0.63933}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 6e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.76392, "decode.acc_seg": 72.80065, "aux.loss_ce": 0.37447, "aux.acc_seg": 70.24439, "loss": 1.13839, "time": 0.62223}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 6e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.76854, "decode.acc_seg": 73.48083, "aux.loss_ce": 0.37643, "aux.acc_seg": 70.75669, "loss": 1.14497, "time": 0.61076}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 6e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.76725, "decode.acc_seg": 73.36542, "aux.loss_ce": 0.37363, "aux.acc_seg": 70.43187, "loss": 1.14087, "time": 0.62516}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 6e-05, "memory": 43699, "data_time": 0.00646, "decode.loss_ce": 0.78833, "decode.acc_seg": 72.45423, "aux.loss_ce": 0.37732, "aux.acc_seg": 70.19135, "loss": 1.16565, "time": 0.62369}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 6e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.7932, "decode.acc_seg": 72.26119, "aux.loss_ce": 0.3785, "aux.acc_seg": 69.83199, "loss": 1.1717, "time": 0.62479}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 6e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.79283, "decode.acc_seg": 72.79437, "aux.loss_ce": 0.37641, "aux.acc_seg": 70.3357, "loss": 1.16924, "time": 0.6097}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 6e-05, "memory": 43699, "data_time": 0.00806, "decode.loss_ce": 0.79903, "decode.acc_seg": 72.32743, "aux.loss_ce": 0.37716, "aux.acc_seg": 70.3201, "loss": 1.17619, "time": 0.63661}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 6e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.75944, "decode.acc_seg": 74.47388, "aux.loss_ce": 0.36621, "aux.acc_seg": 72.13645, "loss": 1.12565, "time": 0.61155}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 6e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.79523, "decode.acc_seg": 73.08762, "aux.loss_ce": 0.37299, "aux.acc_seg": 70.63736, "loss": 1.16822, "time": 0.62165}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 6e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.76293, "decode.acc_seg": 72.92145, "aux.loss_ce": 0.36283, "aux.acc_seg": 70.59417, "loss": 1.12576, "time": 0.60843}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 6e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.76345, "decode.acc_seg": 72.86711, "aux.loss_ce": 0.36019, "aux.acc_seg": 70.65931, "loss": 1.12365, "time": 0.60978}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 6e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.77985, "decode.acc_seg": 72.55678, "aux.loss_ce": 0.36048, "aux.acc_seg": 70.73123, "loss": 1.14033, "time": 0.63158}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 6e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.74126, "decode.acc_seg": 73.84647, "aux.loss_ce": 0.36168, "aux.acc_seg": 70.9253, "loss": 1.10294, "time": 0.6166}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 6e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.72495, "decode.acc_seg": 75.30656, "aux.loss_ce": 0.34238, "aux.acc_seg": 73.30324, "loss": 1.06733, "time": 0.61713}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 6e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.75975, "decode.acc_seg": 72.66586, "aux.loss_ce": 0.3591, "aux.acc_seg": 70.14619, "loss": 1.11886, "time": 0.60986}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 6e-05, "memory": 43699, "data_time": 0.05857, "decode.loss_ce": 0.71863, "decode.acc_seg": 73.80075, "aux.loss_ce": 0.33685, "aux.acc_seg": 72.03678, "loss": 1.05548, "time": 0.68742}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 6e-05, "memory": 43699, "data_time": 0.00814, "decode.loss_ce": 0.69263, "decode.acc_seg": 75.81532, "aux.loss_ce": 0.33684, "aux.acc_seg": 73.19823, "loss": 1.02947, "time": 0.63008}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 6e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.73642, "decode.acc_seg": 74.27221, "aux.loss_ce": 0.34739, "aux.acc_seg": 71.89077, "loss": 1.0838, "time": 0.60918}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 6e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.70479, "decode.acc_seg": 74.91964, "aux.loss_ce": 0.33846, "aux.acc_seg": 72.5447, "loss": 1.04325, "time": 0.61749}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 6e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.70694, "decode.acc_seg": 74.02434, "aux.loss_ce": 0.33872, "aux.acc_seg": 71.90227, "loss": 1.04566, "time": 0.60957}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 6e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.7283, "decode.acc_seg": 74.53065, "aux.loss_ce": 0.3454, "aux.acc_seg": 71.98741, "loss": 1.0737, "time": 0.62278}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 6e-05, "memory": 43699, "data_time": 0.00785, "decode.loss_ce": 0.69761, "decode.acc_seg": 75.11196, "aux.loss_ce": 0.33017, "aux.acc_seg": 72.82765, "loss": 1.02778, "time": 0.62198}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 6e-05, "memory": 43699, "data_time": 0.0081, "decode.loss_ce": 0.73542, "decode.acc_seg": 73.71267, "aux.loss_ce": 0.34557, "aux.acc_seg": 71.22535, "loss": 1.08099, "time": 0.61294}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.72307, "decode.acc_seg": 73.84321, "aux.loss_ce": 0.34093, "aux.acc_seg": 71.47142, "loss": 1.064, "time": 0.62114}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 6e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.76839, "decode.acc_seg": 73.0717, "aux.loss_ce": 0.35403, "aux.acc_seg": 71.14598, "loss": 1.12242, "time": 0.61245}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 6e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.68162, "decode.acc_seg": 76.04596, "aux.loss_ce": 0.32233, "aux.acc_seg": 73.4827, "loss": 1.00395, "time": 0.61613}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 6e-05, "memory": 43699, "data_time": 0.00805, "decode.loss_ce": 0.73411, "decode.acc_seg": 74.12496, "aux.loss_ce": 0.34224, "aux.acc_seg": 71.6538, "loss": 1.07635, "time": 0.63749}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 6e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.67058, "decode.acc_seg": 75.50158, "aux.loss_ce": 0.31531, "aux.acc_seg": 73.39977, "loss": 0.98588, "time": 0.6234}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 6e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.6973, "decode.acc_seg": 74.4458, "aux.loss_ce": 0.33335, "aux.acc_seg": 72.03427, "loss": 1.03065, "time": 0.61157}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 6e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.69918, "decode.acc_seg": 74.76268, "aux.loss_ce": 0.3299, "aux.acc_seg": 72.67122, "loss": 1.02908, "time": 0.61135}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 6e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.72077, "decode.acc_seg": 74.67062, "aux.loss_ce": 0.3377, "aux.acc_seg": 72.3551, "loss": 1.05848, "time": 0.62321}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 6e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.70666, "decode.acc_seg": 75.13371, "aux.loss_ce": 0.33387, "aux.acc_seg": 72.48844, "loss": 1.04054, "time": 0.61743}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 6e-05, "memory": 43699, "data_time": 0.00799, "decode.loss_ce": 0.68479, "decode.acc_seg": 74.9761, "aux.loss_ce": 0.31859, "aux.acc_seg": 72.82488, "loss": 1.00338, "time": 0.63814}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 6e-05, "memory": 43699, "data_time": 0.00795, "decode.loss_ce": 0.68407, "decode.acc_seg": 75.47051, "aux.loss_ce": 0.32077, "aux.acc_seg": 73.24235, "loss": 1.00484, "time": 0.6126}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 6e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.72049, "decode.acc_seg": 74.22789, "aux.loss_ce": 0.33467, "aux.acc_seg": 72.54826, "loss": 1.05516, "time": 0.62504}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 6e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.66076, "decode.acc_seg": 76.30713, "aux.loss_ce": 0.30456, "aux.acc_seg": 74.46414, "loss": 0.96532, "time": 0.62412}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 6e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.71117, "decode.acc_seg": 74.25384, "aux.loss_ce": 0.32646, "aux.acc_seg": 72.43507, "loss": 1.03763, "time": 0.6157}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 6e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.67681, "decode.acc_seg": 75.25169, "aux.loss_ce": 0.32123, "aux.acc_seg": 73.30905, "loss": 0.99804, "time": 0.61229}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 6e-05, "memory": 43699, "data_time": 0.00656, "decode.loss_ce": 0.67256, "decode.acc_seg": 75.40758, "aux.loss_ce": 0.30773, "aux.acc_seg": 73.95285, "loss": 0.98029, "time": 0.61754}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 6e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.74317, "decode.acc_seg": 74.73236, "aux.loss_ce": 0.33885, "aux.acc_seg": 72.64517, "loss": 1.08202, "time": 0.61133}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 6e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.73321, "decode.acc_seg": 73.89638, "aux.loss_ce": 0.33542, "aux.acc_seg": 72.29648, "loss": 1.06863, "time": 0.61126}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 6e-05, "memory": 43699, "data_time": 0.05288, "decode.loss_ce": 0.64245, "decode.acc_seg": 76.5953, "aux.loss_ce": 0.30472, "aux.acc_seg": 74.01249, "loss": 0.94717, "time": 0.67045}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 6e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.61994, "decode.acc_seg": 77.44304, "aux.loss_ce": 0.28993, "aux.acc_seg": 75.08467, "loss": 0.90987, "time": 0.61812}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 6e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.66862, "decode.acc_seg": 75.99602, "aux.loss_ce": 0.30884, "aux.acc_seg": 73.45427, "loss": 0.97747, "time": 0.61857}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 6e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.63882, "decode.acc_seg": 75.96886, "aux.loss_ce": 0.2982, "aux.acc_seg": 73.94626, "loss": 0.93702, "time": 0.63201}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.6282, "decode.acc_seg": 76.779, "aux.loss_ce": 0.29406, "aux.acc_seg": 74.87161, "loss": 0.92226, "time": 0.60999}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 6e-05, "memory": 43699, "data_time": 0.0079, "decode.loss_ce": 0.65475, "decode.acc_seg": 76.29874, "aux.loss_ce": 0.30417, "aux.acc_seg": 74.41588, "loss": 0.95892, "time": 0.62265}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 6e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.67653, "decode.acc_seg": 74.77877, "aux.loss_ce": 0.31385, "aux.acc_seg": 72.5792, "loss": 0.99039, "time": 0.61678}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 6e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.66821, "decode.acc_seg": 75.91381, "aux.loss_ce": 0.30854, "aux.acc_seg": 73.54417, "loss": 0.97675, "time": 0.62389}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 6e-05, "memory": 43699, "data_time": 0.00811, "decode.loss_ce": 0.64599, "decode.acc_seg": 76.4574, "aux.loss_ce": 0.2996, "aux.acc_seg": 74.91729, "loss": 0.9456, "time": 0.62626}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 6e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.66768, "decode.acc_seg": 75.73706, "aux.loss_ce": 0.31117, "aux.acc_seg": 73.48542, "loss": 0.97885, "time": 0.61047}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 6e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.64293, "decode.acc_seg": 76.25474, "aux.loss_ce": 0.29605, "aux.acc_seg": 74.66968, "loss": 0.93898, "time": 0.61194}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.68229, "decode.acc_seg": 75.01974, "aux.loss_ce": 0.31688, "aux.acc_seg": 72.98501, "loss": 0.99916, "time": 0.62424}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 6e-05, "memory": 43699, "data_time": 0.00805, "decode.loss_ce": 0.65208, "decode.acc_seg": 76.64411, "aux.loss_ce": 0.29932, "aux.acc_seg": 74.51099, "loss": 0.95141, "time": 0.62278}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 6e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.65871, "decode.acc_seg": 76.49535, "aux.loss_ce": 0.30372, "aux.acc_seg": 74.80834, "loss": 0.96244, "time": 0.61057}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 6e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.65885, "decode.acc_seg": 76.02534, "aux.loss_ce": 0.30434, "aux.acc_seg": 73.67184, "loss": 0.96319, "time": 0.6119}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 6e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.67982, "decode.acc_seg": 75.43079, "aux.loss_ce": 0.3112, "aux.acc_seg": 73.48911, "loss": 0.99102, "time": 0.62389}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 6e-05, "memory": 43699, "data_time": 0.00687, "decode.loss_ce": 0.67768, "decode.acc_seg": 75.9893, "aux.loss_ce": 0.30826, "aux.acc_seg": 73.96575, "loss": 0.98595, "time": 0.62381}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 6e-05, "memory": 43699, "data_time": 0.0065, "decode.loss_ce": 0.66709, "decode.acc_seg": 75.78785, "aux.loss_ce": 0.3057, "aux.acc_seg": 73.65901, "loss": 0.97278, "time": 0.61569}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 6e-05, "memory": 43699, "data_time": 0.00644, "decode.loss_ce": 0.64684, "decode.acc_seg": 75.82437, "aux.loss_ce": 0.30081, "aux.acc_seg": 74.00876, "loss": 0.94765, "time": 0.61467}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 6e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.66912, "decode.acc_seg": 76.47162, "aux.loss_ce": 0.30572, "aux.acc_seg": 74.28183, "loss": 0.97484, "time": 0.62325}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 6e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.64396, "decode.acc_seg": 76.74331, "aux.loss_ce": 0.29229, "aux.acc_seg": 74.3566, "loss": 0.93625, "time": 0.61419}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 6e-05, "memory": 43699, "data_time": 0.00651, "decode.loss_ce": 0.64566, "decode.acc_seg": 76.92966, "aux.loss_ce": 0.29593, "aux.acc_seg": 75.08858, "loss": 0.94159, "time": 0.62087}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 6e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.62669, "decode.acc_seg": 76.97272, "aux.loss_ce": 0.28774, "aux.acc_seg": 75.04256, "loss": 0.91443, "time": 0.61598}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 6e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.6475, "decode.acc_seg": 76.33251, "aux.loss_ce": 0.29643, "aux.acc_seg": 74.1571, "loss": 0.94393, "time": 0.61781}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 6e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.66613, "decode.acc_seg": 76.40551, "aux.loss_ce": 0.30315, "aux.acc_seg": 74.3832, "loss": 0.96928, "time": 0.62395}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 6e-05, "memory": 43699, "data_time": 0.05101, "decode.loss_ce": 0.63227, "decode.acc_seg": 77.07739, "aux.loss_ce": 0.29331, "aux.acc_seg": 74.91661, "loss": 0.92558, "time": 0.66141}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 6e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.63179, "decode.acc_seg": 75.95508, "aux.loss_ce": 0.29575, "aux.acc_seg": 73.63437, "loss": 0.92754, "time": 0.64226}
{"mode": "train", "epoch": 6, "iter": 6450, "lr": 6e-05, "memory": 43699, "data_time": 0.00632, "decode.loss_ce": 0.61074, "decode.acc_seg": 77.58212, "aux.loss_ce": 0.28209, "aux.acc_seg": 75.94516, "loss": 0.89283, "time": 0.6158}
{"mode": "train", "epoch": 6, "iter": 6500, "lr": 6e-05, "memory": 43699, "data_time": 0.00642, "decode.loss_ce": 0.61672, "decode.acc_seg": 76.82125, "aux.loss_ce": 0.28469, "aux.acc_seg": 74.88858, "loss": 0.90141, "time": 0.62343}
{"mode": "train", "epoch": 6, "iter": 6550, "lr": 6e-05, "memory": 43699, "data_time": 0.00644, "decode.loss_ce": 0.60088, "decode.acc_seg": 77.69404, "aux.loss_ce": 0.27996, "aux.acc_seg": 75.54982, "loss": 0.88083, "time": 0.61016}
{"mode": "train", "epoch": 6, "iter": 6600, "lr": 6e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.63698, "decode.acc_seg": 76.80646, "aux.loss_ce": 0.29604, "aux.acc_seg": 74.29584, "loss": 0.93302, "time": 0.61259}
{"mode": "train", "epoch": 6, "iter": 6650, "lr": 6e-05, "memory": 43699, "data_time": 0.00643, "decode.loss_ce": 0.62601, "decode.acc_seg": 77.73167, "aux.loss_ce": 0.29342, "aux.acc_seg": 75.15274, "loss": 0.91943, "time": 0.63454}
{"mode": "train", "epoch": 6, "iter": 6700, "lr": 6e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.58475, "decode.acc_seg": 77.47734, "aux.loss_ce": 0.27478, "aux.acc_seg": 75.24535, "loss": 0.85953, "time": 0.61079}
{"mode": "train", "epoch": 6, "iter": 6750, "lr": 6e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.64683, "decode.acc_seg": 76.27765, "aux.loss_ce": 0.29587, "aux.acc_seg": 74.09582, "loss": 0.9427, "time": 0.62246}
{"mode": "train", "epoch": 6, "iter": 6800, "lr": 6e-05, "memory": 43699, "data_time": 0.00806, "decode.loss_ce": 0.62737, "decode.acc_seg": 76.25503, "aux.loss_ce": 0.28598, "aux.acc_seg": 74.38586, "loss": 0.91335, "time": 0.61033}
{"mode": "train", "epoch": 6, "iter": 6850, "lr": 6e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.65841, "decode.acc_seg": 75.46856, "aux.loss_ce": 0.29912, "aux.acc_seg": 73.82365, "loss": 0.95753, "time": 0.60962}
{"mode": "train", "epoch": 6, "iter": 6900, "lr": 6e-05, "memory": 43699, "data_time": 0.00861, "decode.loss_ce": 0.62233, "decode.acc_seg": 76.53018, "aux.loss_ce": 0.2819, "aux.acc_seg": 75.1924, "loss": 0.90424, "time": 0.62303}
{"mode": "train", "epoch": 6, "iter": 6950, "lr": 6e-05, "memory": 43699, "data_time": 0.00857, "decode.loss_ce": 0.66194, "decode.acc_seg": 75.77875, "aux.loss_ce": 0.30378, "aux.acc_seg": 73.66765, "loss": 0.96572, "time": 0.60906}
{"mode": "train", "epoch": 6, "iter": 7000, "lr": 6e-05, "memory": 43699, "data_time": 0.00836, "decode.loss_ce": 0.61737, "decode.acc_seg": 77.22407, "aux.loss_ce": 0.27791, "aux.acc_seg": 75.78098, "loss": 0.89527, "time": 0.62669}
{"mode": "train", "epoch": 6, "iter": 7050, "lr": 6e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.63826, "decode.acc_seg": 76.6014, "aux.loss_ce": 0.29302, "aux.acc_seg": 74.54312, "loss": 0.93128, "time": 0.61691}
{"mode": "train", "epoch": 6, "iter": 7100, "lr": 6e-05, "memory": 43699, "data_time": 0.00822, "decode.loss_ce": 0.63623, "decode.acc_seg": 77.20739, "aux.loss_ce": 0.29191, "aux.acc_seg": 75.21731, "loss": 0.92815, "time": 0.61679}
{"mode": "train", "epoch": 6, "iter": 7150, "lr": 6e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.60895, "decode.acc_seg": 77.23719, "aux.loss_ce": 0.27781, "aux.acc_seg": 75.46576, "loss": 0.88676, "time": 0.61532}
{"mode": "train", "epoch": 6, "iter": 7200, "lr": 6e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.63901, "decode.acc_seg": 76.30016, "aux.loss_ce": 0.28902, "aux.acc_seg": 74.74166, "loss": 0.92803, "time": 0.6161}
{"mode": "train", "epoch": 6, "iter": 7250, "lr": 6e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.61429, "decode.acc_seg": 76.98795, "aux.loss_ce": 0.27709, "aux.acc_seg": 75.40011, "loss": 0.89138, "time": 0.63144}
{"mode": "train", "epoch": 6, "iter": 7300, "lr": 6e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.62042, "decode.acc_seg": 76.81362, "aux.loss_ce": 0.28407, "aux.acc_seg": 75.09465, "loss": 0.90449, "time": 0.61906}
{"mode": "train", "epoch": 6, "iter": 7350, "lr": 6e-05, "memory": 43699, "data_time": 0.00794, "decode.loss_ce": 0.61442, "decode.acc_seg": 77.15365, "aux.loss_ce": 0.27937, "aux.acc_seg": 75.54984, "loss": 0.89379, "time": 0.61153}
{"mode": "train", "epoch": 6, "iter": 7400, "lr": 6e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.60446, "decode.acc_seg": 77.1818, "aux.loss_ce": 0.27585, "aux.acc_seg": 75.10568, "loss": 0.88031, "time": 0.61814}
{"mode": "train", "epoch": 6, "iter": 7450, "lr": 6e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.59303, "decode.acc_seg": 77.75544, "aux.loss_ce": 0.26758, "aux.acc_seg": 76.38339, "loss": 0.86062, "time": 0.62378}
{"mode": "train", "epoch": 6, "iter": 7500, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.60511, "decode.acc_seg": 77.61336, "aux.loss_ce": 0.27572, "aux.acc_seg": 75.63917, "loss": 0.88083, "time": 0.61858}
{"mode": "train", "epoch": 6, "iter": 7550, "lr": 6e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.62226, "decode.acc_seg": 76.85368, "aux.loss_ce": 0.28708, "aux.acc_seg": 74.57812, "loss": 0.90934, "time": 0.6094}
{"mode": "train", "epoch": 7, "iter": 7600, "lr": 6e-05, "memory": 43699, "data_time": 0.05323, "decode.loss_ce": 0.57366, "decode.acc_seg": 78.69288, "aux.loss_ce": 0.26625, "aux.acc_seg": 76.68839, "loss": 0.83991, "time": 0.68412}
{"mode": "train", "epoch": 7, "iter": 7650, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.59031, "decode.acc_seg": 78.19019, "aux.loss_ce": 0.2685, "aux.acc_seg": 76.29477, "loss": 0.85881, "time": 0.6089}
{"mode": "train", "epoch": 7, "iter": 7700, "lr": 6e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.58274, "decode.acc_seg": 78.28376, "aux.loss_ce": 0.26875, "aux.acc_seg": 76.30887, "loss": 0.85148, "time": 0.61983}
{"mode": "train", "epoch": 7, "iter": 7750, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.56914, "decode.acc_seg": 78.15797, "aux.loss_ce": 0.26542, "aux.acc_seg": 75.90168, "loss": 0.83456, "time": 0.62537}
{"mode": "train", "epoch": 7, "iter": 7800, "lr": 6e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.57932, "decode.acc_seg": 78.44082, "aux.loss_ce": 0.2667, "aux.acc_seg": 76.70141, "loss": 0.84603, "time": 0.61914}
{"mode": "train", "epoch": 7, "iter": 7850, "lr": 6e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.56197, "decode.acc_seg": 78.53693, "aux.loss_ce": 0.26108, "aux.acc_seg": 76.18608, "loss": 0.82305, "time": 0.61767}
{"mode": "train", "epoch": 7, "iter": 7900, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.58753, "decode.acc_seg": 78.3644, "aux.loss_ce": 0.26748, "aux.acc_seg": 76.61441, "loss": 0.85501, "time": 0.62174}
{"mode": "train", "epoch": 7, "iter": 7950, "lr": 6e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.60037, "decode.acc_seg": 77.50586, "aux.loss_ce": 0.2773, "aux.acc_seg": 75.36781, "loss": 0.87767, "time": 0.62651}
{"mode": "train", "epoch": 7, "iter": 8000, "lr": 6e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.6111, "decode.acc_seg": 77.21176, "aux.loss_ce": 0.27686, "aux.acc_seg": 75.29523, "loss": 0.88796, "time": 0.62558}
{"mode": "train", "epoch": 7, "iter": 8050, "lr": 6e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.61961, "decode.acc_seg": 77.1805, "aux.loss_ce": 0.28495, "aux.acc_seg": 75.4416, "loss": 0.90456, "time": 0.61063}
{"mode": "train", "epoch": 7, "iter": 8100, "lr": 6e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.61948, "decode.acc_seg": 76.95308, "aux.loss_ce": 0.28503, "aux.acc_seg": 75.04403, "loss": 0.90451, "time": 0.62147}
{"mode": "train", "epoch": 7, "iter": 8150, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.58501, "decode.acc_seg": 77.90393, "aux.loss_ce": 0.26846, "aux.acc_seg": 76.24879, "loss": 0.85347, "time": 0.62812}
{"mode": "train", "epoch": 7, "iter": 8200, "lr": 6e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.6026, "decode.acc_seg": 77.17194, "aux.loss_ce": 0.27562, "aux.acc_seg": 75.16217, "loss": 0.87822, "time": 0.61883}
{"mode": "train", "epoch": 7, "iter": 8250, "lr": 6e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.58406, "decode.acc_seg": 78.07964, "aux.loss_ce": 0.26673, "aux.acc_seg": 76.16595, "loss": 0.85079, "time": 0.61624}
{"mode": "train", "epoch": 7, "iter": 8300, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.60883, "decode.acc_seg": 77.54858, "aux.loss_ce": 0.27758, "aux.acc_seg": 75.49667, "loss": 0.8864, "time": 0.60997}
{"mode": "train", "epoch": 7, "iter": 8350, "lr": 6e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.59265, "decode.acc_seg": 77.96535, "aux.loss_ce": 0.26881, "aux.acc_seg": 76.26127, "loss": 0.86147, "time": 0.63796}
{"mode": "train", "epoch": 7, "iter": 8400, "lr": 6e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.62403, "decode.acc_seg": 77.04082, "aux.loss_ce": 0.28057, "aux.acc_seg": 75.41782, "loss": 0.9046, "time": 0.61035}
{"mode": "train", "epoch": 7, "iter": 8450, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.60794, "decode.acc_seg": 77.59079, "aux.loss_ce": 0.2753, "aux.acc_seg": 75.72932, "loss": 0.88324, "time": 0.61544}
{"mode": "train", "epoch": 7, "iter": 8500, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.59363, "decode.acc_seg": 77.48987, "aux.loss_ce": 0.27242, "aux.acc_seg": 75.76294, "loss": 0.86604, "time": 0.62177}
{"mode": "train", "epoch": 7, "iter": 8550, "lr": 6e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.60946, "decode.acc_seg": 76.80741, "aux.loss_ce": 0.27376, "aux.acc_seg": 75.39464, "loss": 0.88322, "time": 0.62549}
{"mode": "train", "epoch": 7, "iter": 8600, "lr": 6e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.6207, "decode.acc_seg": 77.16008, "aux.loss_ce": 0.28018, "aux.acc_seg": 75.40289, "loss": 0.90088, "time": 0.62038}
{"mode": "train", "epoch": 7, "iter": 8650, "lr": 6e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.64479, "decode.acc_seg": 76.37596, "aux.loss_ce": 0.28679, "aux.acc_seg": 74.76032, "loss": 0.93158, "time": 0.60985}
{"mode": "train", "epoch": 7, "iter": 8700, "lr": 6e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.58158, "decode.acc_seg": 78.21139, "aux.loss_ce": 0.26771, "aux.acc_seg": 76.26465, "loss": 0.84929, "time": 0.62809}
{"mode": "train", "epoch": 7, "iter": 8750, "lr": 6e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.61722, "decode.acc_seg": 76.81153, "aux.loss_ce": 0.27762, "aux.acc_seg": 75.14166, "loss": 0.89484, "time": 0.61001}
{"mode": "train", "epoch": 7, "iter": 8800, "lr": 6e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.59839, "decode.acc_seg": 77.93601, "aux.loss_ce": 0.27353, "aux.acc_seg": 75.90829, "loss": 0.87192, "time": 0.60924}
{"mode": "train", "epoch": 8, "iter": 8850, "lr": 6e-05, "memory": 43699, "data_time": 0.04873, "decode.loss_ce": 0.57382, "decode.acc_seg": 78.35266, "aux.loss_ce": 0.25967, "aux.acc_seg": 76.76817, "loss": 0.83349, "time": 0.67882}
{"mode": "train", "epoch": 8, "iter": 8900, "lr": 6e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.57496, "decode.acc_seg": 78.36106, "aux.loss_ce": 0.26235, "aux.acc_seg": 76.51911, "loss": 0.83731, "time": 0.62242}
{"mode": "train", "epoch": 8, "iter": 8950, "lr": 6e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.5548, "decode.acc_seg": 79.21267, "aux.loss_ce": 0.25184, "aux.acc_seg": 77.4248, "loss": 0.80664, "time": 0.61663}
{"mode": "train", "epoch": 8, "iter": 9000, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.56441, "decode.acc_seg": 78.06613, "aux.loss_ce": 0.25639, "aux.acc_seg": 76.39171, "loss": 0.8208, "time": 0.60824}
{"mode": "train", "epoch": 8, "iter": 9050, "lr": 6e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.56289, "decode.acc_seg": 78.61936, "aux.loss_ce": 0.25769, "aux.acc_seg": 76.40835, "loss": 0.82058, "time": 0.61253}
{"mode": "train", "epoch": 8, "iter": 9100, "lr": 6e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.58679, "decode.acc_seg": 78.15651, "aux.loss_ce": 0.27008, "aux.acc_seg": 76.19148, "loss": 0.85687, "time": 0.60881}
{"mode": "train", "epoch": 8, "iter": 9150, "lr": 6e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.54904, "decode.acc_seg": 79.06112, "aux.loss_ce": 0.25102, "aux.acc_seg": 77.44477, "loss": 0.80006, "time": 0.62789}
{"mode": "train", "epoch": 8, "iter": 9200, "lr": 6e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.61886, "decode.acc_seg": 76.36658, "aux.loss_ce": 0.27987, "aux.acc_seg": 74.61701, "loss": 0.89873, "time": 0.6139}
{"mode": "train", "epoch": 8, "iter": 9250, "lr": 6e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.58859, "decode.acc_seg": 77.83832, "aux.loss_ce": 0.27334, "aux.acc_seg": 75.77025, "loss": 0.86193, "time": 0.6149}
{"mode": "train", "epoch": 8, "iter": 9300, "lr": 6e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.55697, "decode.acc_seg": 78.99294, "aux.loss_ce": 0.25354, "aux.acc_seg": 77.42315, "loss": 0.81052, "time": 0.61029}
{"mode": "train", "epoch": 8, "iter": 9350, "lr": 6e-05, "memory": 43699, "data_time": 0.01422, "decode.loss_ce": 0.57542, "decode.acc_seg": 79.04507, "aux.loss_ce": 0.26135, "aux.acc_seg": 77.26632, "loss": 0.83677, "time": 0.61986}
{"mode": "train", "epoch": 8, "iter": 9400, "lr": 6e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.56454, "decode.acc_seg": 78.77631, "aux.loss_ce": 0.25902, "aux.acc_seg": 76.9425, "loss": 0.82356, "time": 0.62091}
{"mode": "train", "epoch": 8, "iter": 9450, "lr": 6e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.54706, "decode.acc_seg": 79.01248, "aux.loss_ce": 0.25321, "aux.acc_seg": 76.88922, "loss": 0.80026, "time": 0.60754}
{"mode": "train", "epoch": 8, "iter": 9500, "lr": 6e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.57272, "decode.acc_seg": 78.19972, "aux.loss_ce": 0.26286, "aux.acc_seg": 76.57359, "loss": 0.83559, "time": 0.62779}
{"mode": "train", "epoch": 8, "iter": 9550, "lr": 6e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.54243, "decode.acc_seg": 79.53871, "aux.loss_ce": 0.25065, "aux.acc_seg": 77.40587, "loss": 0.79309, "time": 0.60918}
{"mode": "train", "epoch": 8, "iter": 9600, "lr": 6e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.55396, "decode.acc_seg": 78.62759, "aux.loss_ce": 0.25351, "aux.acc_seg": 76.73164, "loss": 0.80746, "time": 0.62803}
{"mode": "train", "epoch": 8, "iter": 9650, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.54728, "decode.acc_seg": 78.74373, "aux.loss_ce": 0.24751, "aux.acc_seg": 77.1743, "loss": 0.79479, "time": 0.6083}
{"mode": "train", "epoch": 8, "iter": 9700, "lr": 6e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.6034, "decode.acc_seg": 77.03943, "aux.loss_ce": 0.27705, "aux.acc_seg": 75.44287, "loss": 0.88045, "time": 0.60873}
{"mode": "train", "epoch": 8, "iter": 9750, "lr": 6e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.55701, "decode.acc_seg": 78.58988, "aux.loss_ce": 0.25539, "aux.acc_seg": 76.91806, "loss": 0.8124, "time": 0.61607}
{"mode": "train", "epoch": 8, "iter": 9800, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.57786, "decode.acc_seg": 78.04965, "aux.loss_ce": 0.25992, "aux.acc_seg": 76.5414, "loss": 0.83778, "time": 0.62397}
{"mode": "train", "epoch": 8, "iter": 9850, "lr": 6e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.57298, "decode.acc_seg": 78.82825, "aux.loss_ce": 0.25794, "aux.acc_seg": 77.56235, "loss": 0.83093, "time": 0.61497}
{"mode": "train", "epoch": 8, "iter": 9900, "lr": 6e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.55868, "decode.acc_seg": 78.68, "aux.loss_ce": 0.25647, "aux.acc_seg": 76.29661, "loss": 0.81515, "time": 0.61472}
{"mode": "train", "epoch": 8, "iter": 9950, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.61526, "decode.acc_seg": 76.94436, "aux.loss_ce": 0.27479, "aux.acc_seg": 75.24247, "loss": 0.89005, "time": 0.63003}
{"mode": "train", "epoch": 8, "iter": 10000, "lr": 6e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.54281, "decode.acc_seg": 79.26016, "aux.loss_ce": 0.24838, "aux.acc_seg": 77.15559, "loss": 0.79119, "time": 0.61577}
{"mode": "train", "epoch": 8, "iter": 10050, "lr": 6e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.59108, "decode.acc_seg": 77.75636, "aux.loss_ce": 0.26651, "aux.acc_seg": 76.14106, "loss": 0.85759, "time": 0.61446}
{"mode": "train", "epoch": 8, "iter": 10100, "lr": 6e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.57516, "decode.acc_seg": 78.22404, "aux.loss_ce": 0.2625, "aux.acc_seg": 76.24044, "loss": 0.83766, "time": 0.62021}
{"mode": "train", "epoch": 9, "iter": 10150, "lr": 6e-05, "memory": 43699, "data_time": 0.05447, "decode.loss_ce": 0.53801, "decode.acc_seg": 79.59909, "aux.loss_ce": 0.24618, "aux.acc_seg": 77.90003, "loss": 0.78419, "time": 0.67401}
{"mode": "train", "epoch": 9, "iter": 10200, "lr": 6e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.5527, "decode.acc_seg": 79.41636, "aux.loss_ce": 0.25476, "aux.acc_seg": 77.22804, "loss": 0.80746, "time": 0.61258}
{"mode": "train", "epoch": 9, "iter": 10250, "lr": 6e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.56774, "decode.acc_seg": 78.52899, "aux.loss_ce": 0.25655, "aux.acc_seg": 76.89286, "loss": 0.82429, "time": 0.61432}
{"mode": "train", "epoch": 9, "iter": 10300, "lr": 6e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.52511, "decode.acc_seg": 80.07636, "aux.loss_ce": 0.24092, "aux.acc_seg": 78.26064, "loss": 0.76603, "time": 0.61464}
{"mode": "train", "epoch": 9, "iter": 10350, "lr": 6e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.52878, "decode.acc_seg": 79.48504, "aux.loss_ce": 0.24218, "aux.acc_seg": 77.76648, "loss": 0.77096, "time": 0.60847}
{"mode": "train", "epoch": 9, "iter": 10400, "lr": 6e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.55313, "decode.acc_seg": 79.15025, "aux.loss_ce": 0.25303, "aux.acc_seg": 77.51165, "loss": 0.80615, "time": 0.62151}
{"mode": "train", "epoch": 9, "iter": 10450, "lr": 6e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.55605, "decode.acc_seg": 79.36201, "aux.loss_ce": 0.25593, "aux.acc_seg": 77.27092, "loss": 0.81197, "time": 0.61975}
{"mode": "train", "epoch": 9, "iter": 10500, "lr": 6e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.56449, "decode.acc_seg": 79.29699, "aux.loss_ce": 0.256, "aux.acc_seg": 77.48948, "loss": 0.82049, "time": 0.61494}
{"mode": "train", "epoch": 9, "iter": 10550, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.54947, "decode.acc_seg": 79.68907, "aux.loss_ce": 0.25084, "aux.acc_seg": 77.93843, "loss": 0.80031, "time": 0.6128}
{"mode": "train", "epoch": 9, "iter": 10600, "lr": 6e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.56528, "decode.acc_seg": 78.9062, "aux.loss_ce": 0.26098, "aux.acc_seg": 76.55253, "loss": 0.82626, "time": 0.61441}
{"mode": "train", "epoch": 9, "iter": 10650, "lr": 6e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.54092, "decode.acc_seg": 79.22616, "aux.loss_ce": 0.24468, "aux.acc_seg": 77.62004, "loss": 0.7856, "time": 0.61327}
{"mode": "train", "epoch": 9, "iter": 10700, "lr": 6e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.55068, "decode.acc_seg": 78.71755, "aux.loss_ce": 0.25026, "aux.acc_seg": 77.00238, "loss": 0.80094, "time": 0.61974}
{"mode": "train", "epoch": 9, "iter": 10750, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.56587, "decode.acc_seg": 78.57341, "aux.loss_ce": 0.26016, "aux.acc_seg": 76.77961, "loss": 0.82602, "time": 0.63118}
{"mode": "train", "epoch": 9, "iter": 10800, "lr": 6e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.53537, "decode.acc_seg": 79.81055, "aux.loss_ce": 0.24813, "aux.acc_seg": 77.71798, "loss": 0.78351, "time": 0.61516}
{"mode": "train", "epoch": 9, "iter": 10850, "lr": 6e-05, "memory": 43699, "data_time": 0.00783, "decode.loss_ce": 0.55609, "decode.acc_seg": 79.2266, "aux.loss_ce": 0.25388, "aux.acc_seg": 77.27603, "loss": 0.80997, "time": 0.60725}
{"mode": "train", "epoch": 9, "iter": 10900, "lr": 6e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.58018, "decode.acc_seg": 78.11183, "aux.loss_ce": 0.26076, "aux.acc_seg": 76.66124, "loss": 0.84094, "time": 0.61953}
{"mode": "train", "epoch": 9, "iter": 10950, "lr": 6e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.52843, "decode.acc_seg": 80.14786, "aux.loss_ce": 0.24061, "aux.acc_seg": 78.62151, "loss": 0.76904, "time": 0.6213}
{"mode": "train", "epoch": 9, "iter": 11000, "lr": 6e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.60513, "decode.acc_seg": 77.74629, "aux.loss_ce": 0.27379, "aux.acc_seg": 75.83998, "loss": 0.87892, "time": 0.60874}
{"mode": "train", "epoch": 9, "iter": 11050, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.55003, "decode.acc_seg": 78.66113, "aux.loss_ce": 0.25007, "aux.acc_seg": 77.05306, "loss": 0.8001, "time": 0.61466}
{"mode": "train", "epoch": 9, "iter": 11100, "lr": 6e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.55909, "decode.acc_seg": 78.86215, "aux.loss_ce": 0.25314, "aux.acc_seg": 76.98146, "loss": 0.81223, "time": 0.62003}
{"mode": "train", "epoch": 9, "iter": 11150, "lr": 6e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.57271, "decode.acc_seg": 78.79519, "aux.loss_ce": 0.25953, "aux.acc_seg": 76.66384, "loss": 0.83225, "time": 0.61335}
{"mode": "train", "epoch": 9, "iter": 11200, "lr": 6e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.58156, "decode.acc_seg": 78.53865, "aux.loss_ce": 0.26817, "aux.acc_seg": 76.60119, "loss": 0.84973, "time": 0.61963}
{"mode": "train", "epoch": 9, "iter": 11250, "lr": 6e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.521, "decode.acc_seg": 79.95275, "aux.loss_ce": 0.23787, "aux.acc_seg": 78.23649, "loss": 0.75887, "time": 0.61929}
{"mode": "train", "epoch": 9, "iter": 11300, "lr": 6e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.53505, "decode.acc_seg": 80.04739, "aux.loss_ce": 0.24028, "aux.acc_seg": 78.55263, "loss": 0.77532, "time": 0.60824}
{"mode": "train", "epoch": 9, "iter": 11350, "lr": 6e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.5544, "decode.acc_seg": 78.59726, "aux.loss_ce": 0.25158, "aux.acc_seg": 76.7434, "loss": 0.80598, "time": 0.62133}
{"mode": "train", "epoch": 10, "iter": 11400, "lr": 6e-05, "memory": 43699, "data_time": 0.04894, "decode.loss_ce": 0.51297, "decode.acc_seg": 80.19021, "aux.loss_ce": 0.23192, "aux.acc_seg": 78.64382, "loss": 0.74489, "time": 0.67132}
{"mode": "train", "epoch": 10, "iter": 11450, "lr": 6e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.54355, "decode.acc_seg": 79.35063, "aux.loss_ce": 0.25199, "aux.acc_seg": 77.17689, "loss": 0.79554, "time": 0.61361}
{"mode": "train", "epoch": 10, "iter": 11500, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.52653, "decode.acc_seg": 79.16054, "aux.loss_ce": 0.23779, "aux.acc_seg": 77.68678, "loss": 0.76432, "time": 0.6145}
{"mode": "train", "epoch": 10, "iter": 11550, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.53911, "decode.acc_seg": 79.557, "aux.loss_ce": 0.24674, "aux.acc_seg": 77.50056, "loss": 0.78585, "time": 0.62148}
{"mode": "train", "epoch": 10, "iter": 11600, "lr": 6e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.5312, "decode.acc_seg": 79.6928, "aux.loss_ce": 0.23995, "aux.acc_seg": 78.0518, "loss": 0.77115, "time": 0.61961}
{"mode": "train", "epoch": 10, "iter": 11650, "lr": 6e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.54302, "decode.acc_seg": 79.32032, "aux.loss_ce": 0.24903, "aux.acc_seg": 77.34355, "loss": 0.79205, "time": 0.60778}
{"mode": "train", "epoch": 10, "iter": 11700, "lr": 6e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.50446, "decode.acc_seg": 80.34923, "aux.loss_ce": 0.23568, "aux.acc_seg": 78.02054, "loss": 0.74015, "time": 0.61979}
{"mode": "train", "epoch": 10, "iter": 11750, "lr": 6e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.52978, "decode.acc_seg": 79.77455, "aux.loss_ce": 0.24583, "aux.acc_seg": 77.37352, "loss": 0.77561, "time": 0.61539}
{"mode": "train", "epoch": 10, "iter": 11800, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.55624, "decode.acc_seg": 79.44254, "aux.loss_ce": 0.2563, "aux.acc_seg": 77.58506, "loss": 0.81254, "time": 0.62207}
{"mode": "train", "epoch": 10, "iter": 11850, "lr": 6e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.52753, "decode.acc_seg": 79.75239, "aux.loss_ce": 0.24057, "aux.acc_seg": 77.93444, "loss": 0.7681, "time": 0.61563}
{"mode": "train", "epoch": 10, "iter": 11900, "lr": 6e-05, "memory": 43699, "data_time": 0.00783, "decode.loss_ce": 0.54767, "decode.acc_seg": 79.21795, "aux.loss_ce": 0.25248, "aux.acc_seg": 77.14647, "loss": 0.80015, "time": 0.61594}
{"mode": "train", "epoch": 10, "iter": 11950, "lr": 6e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.51253, "decode.acc_seg": 80.08444, "aux.loss_ce": 0.23267, "aux.acc_seg": 78.3449, "loss": 0.7452, "time": 0.61986}
{"mode": "train", "epoch": 10, "iter": 12000, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.50821, "decode.acc_seg": 80.56548, "aux.loss_ce": 0.23158, "aux.acc_seg": 78.74725, "loss": 0.73979, "time": 0.60742}
{"mode": "train", "epoch": 10, "iter": 12050, "lr": 6e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.52122, "decode.acc_seg": 79.66151, "aux.loss_ce": 0.23957, "aux.acc_seg": 77.92998, "loss": 0.76079, "time": 0.62353}
{"mode": "train", "epoch": 10, "iter": 12100, "lr": 6e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.55709, "decode.acc_seg": 79.42258, "aux.loss_ce": 0.25214, "aux.acc_seg": 77.56997, "loss": 0.80924, "time": 0.61375}
{"mode": "train", "epoch": 10, "iter": 12150, "lr": 6e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.55016, "decode.acc_seg": 78.6844, "aux.loss_ce": 0.24809, "aux.acc_seg": 77.33599, "loss": 0.79825, "time": 0.60846}
{"mode": "train", "epoch": 10, "iter": 12200, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.54269, "decode.acc_seg": 78.56848, "aux.loss_ce": 0.2531, "aux.acc_seg": 76.60181, "loss": 0.7958, "time": 0.61573}
{"mode": "train", "epoch": 10, "iter": 12250, "lr": 6e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.5413, "decode.acc_seg": 79.63461, "aux.loss_ce": 0.24754, "aux.acc_seg": 77.50724, "loss": 0.78884, "time": 0.62276}
{"mode": "train", "epoch": 10, "iter": 12300, "lr": 6e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.55313, "decode.acc_seg": 79.27163, "aux.loss_ce": 0.25104, "aux.acc_seg": 77.492, "loss": 0.80417, "time": 0.62181}
{"mode": "train", "epoch": 10, "iter": 12350, "lr": 6e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.51086, "decode.acc_seg": 79.92719, "aux.loss_ce": 0.23444, "aux.acc_seg": 77.92669, "loss": 0.7453, "time": 0.62257}
{"mode": "train", "epoch": 10, "iter": 12400, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.53387, "decode.acc_seg": 79.73011, "aux.loss_ce": 0.24342, "aux.acc_seg": 78.04218, "loss": 0.77728, "time": 0.61543}
{"mode": "train", "epoch": 10, "iter": 12450, "lr": 6e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.54965, "decode.acc_seg": 78.70326, "aux.loss_ce": 0.24319, "aux.acc_seg": 77.66318, "loss": 0.79284, "time": 0.61569}
{"mode": "train", "epoch": 10, "iter": 12500, "lr": 6e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.51271, "decode.acc_seg": 80.04855, "aux.loss_ce": 0.2349, "aux.acc_seg": 78.03961, "loss": 0.74761, "time": 0.61446}
{"mode": "train", "epoch": 10, "iter": 12550, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.53724, "decode.acc_seg": 79.06179, "aux.loss_ce": 0.24369, "aux.acc_seg": 77.00363, "loss": 0.78093, "time": 0.61323}
{"mode": "train", "epoch": 10, "iter": 12600, "lr": 6e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.53127, "decode.acc_seg": 80.25542, "aux.loss_ce": 0.24301, "aux.acc_seg": 78.34297, "loss": 0.77428, "time": 0.61411}
{"mode": "train", "epoch": 11, "iter": 12650, "lr": 6e-05, "memory": 43699, "data_time": 0.053, "decode.loss_ce": 0.56035, "decode.acc_seg": 79.25029, "aux.loss_ce": 0.25779, "aux.acc_seg": 77.29464, "loss": 0.81814, "time": 0.68298}
{"mode": "train", "epoch": 11, "iter": 12700, "lr": 6e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.54854, "decode.acc_seg": 79.60562, "aux.loss_ce": 0.25143, "aux.acc_seg": 77.60765, "loss": 0.79997, "time": 0.61437}
{"mode": "train", "epoch": 11, "iter": 12750, "lr": 6e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.53114, "decode.acc_seg": 79.89733, "aux.loss_ce": 0.24455, "aux.acc_seg": 78.01999, "loss": 0.7757, "time": 0.60793}
{"mode": "train", "epoch": 11, "iter": 12800, "lr": 6e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.54634, "decode.acc_seg": 79.30699, "aux.loss_ce": 0.25155, "aux.acc_seg": 77.44617, "loss": 0.79789, "time": 0.62255}
{"mode": "train", "epoch": 11, "iter": 12850, "lr": 6e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.52122, "decode.acc_seg": 80.21562, "aux.loss_ce": 0.2378, "aux.acc_seg": 78.355, "loss": 0.75902, "time": 0.60843}
{"mode": "train", "epoch": 11, "iter": 12900, "lr": 6e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.50314, "decode.acc_seg": 80.40169, "aux.loss_ce": 0.23205, "aux.acc_seg": 78.43511, "loss": 0.73519, "time": 0.60866}
{"mode": "train", "epoch": 11, "iter": 12950, "lr": 6e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.49016, "decode.acc_seg": 81.03112, "aux.loss_ce": 0.22492, "aux.acc_seg": 79.23897, "loss": 0.71508, "time": 0.61598}
{"mode": "train", "epoch": 11, "iter": 13000, "lr": 6e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.51396, "decode.acc_seg": 79.87023, "aux.loss_ce": 0.23764, "aux.acc_seg": 77.93033, "loss": 0.7516, "time": 0.63596}
{"mode": "train", "epoch": 11, "iter": 13050, "lr": 6e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.52169, "decode.acc_seg": 79.86045, "aux.loss_ce": 0.23873, "aux.acc_seg": 78.02066, "loss": 0.76042, "time": 0.61452}
{"mode": "train", "epoch": 11, "iter": 13100, "lr": 6e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.51159, "decode.acc_seg": 80.57175, "aux.loss_ce": 0.23266, "aux.acc_seg": 78.75744, "loss": 0.74425, "time": 0.60878}
{"mode": "train", "epoch": 11, "iter": 13150, "lr": 6e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.52442, "decode.acc_seg": 78.98936, "aux.loss_ce": 0.23723, "aux.acc_seg": 77.37336, "loss": 0.76165, "time": 0.61576}
{"mode": "train", "epoch": 11, "iter": 13200, "lr": 6e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.48507, "decode.acc_seg": 81.26875, "aux.loss_ce": 0.2255, "aux.acc_seg": 78.91638, "loss": 0.71057, "time": 0.61525}
{"mode": "train", "epoch": 11, "iter": 13250, "lr": 6e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.53596, "decode.acc_seg": 79.69358, "aux.loss_ce": 0.24451, "aux.acc_seg": 77.85646, "loss": 0.78047, "time": 0.62035}
{"mode": "train", "epoch": 11, "iter": 13300, "lr": 6e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.49564, "decode.acc_seg": 80.67446, "aux.loss_ce": 0.22942, "aux.acc_seg": 78.4916, "loss": 0.72506, "time": 0.6184}
{"mode": "train", "epoch": 11, "iter": 13350, "lr": 5e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.52553, "decode.acc_seg": 79.65069, "aux.loss_ce": 0.23923, "aux.acc_seg": 77.83595, "loss": 0.76476, "time": 0.61406}
{"mode": "train", "epoch": 11, "iter": 13400, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.5062, "decode.acc_seg": 80.63396, "aux.loss_ce": 0.22843, "aux.acc_seg": 79.06185, "loss": 0.73463, "time": 0.61903}
{"mode": "train", "epoch": 11, "iter": 13450, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.53623, "decode.acc_seg": 79.79371, "aux.loss_ce": 0.24445, "aux.acc_seg": 78.17898, "loss": 0.78068, "time": 0.60723}
{"mode": "train", "epoch": 11, "iter": 13500, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.50966, "decode.acc_seg": 80.55017, "aux.loss_ce": 0.23023, "aux.acc_seg": 78.63175, "loss": 0.73989, "time": 0.62076}
{"mode": "train", "epoch": 11, "iter": 13550, "lr": 5e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.51148, "decode.acc_seg": 80.33035, "aux.loss_ce": 0.23479, "aux.acc_seg": 78.69368, "loss": 0.74627, "time": 0.61301}
{"mode": "train", "epoch": 11, "iter": 13600, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.54325, "decode.acc_seg": 79.26011, "aux.loss_ce": 0.24388, "aux.acc_seg": 77.47972, "loss": 0.78712, "time": 0.61361}
{"mode": "train", "epoch": 11, "iter": 13650, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.51493, "decode.acc_seg": 80.49108, "aux.loss_ce": 0.23694, "aux.acc_seg": 78.14719, "loss": 0.75186, "time": 0.60743}
{"mode": "train", "epoch": 11, "iter": 13700, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.50724, "decode.acc_seg": 80.74548, "aux.loss_ce": 0.22917, "aux.acc_seg": 78.84381, "loss": 0.73641, "time": 0.61319}
{"mode": "train", "epoch": 11, "iter": 13750, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.5405, "decode.acc_seg": 79.72496, "aux.loss_ce": 0.24463, "aux.acc_seg": 78.06732, "loss": 0.78512, "time": 0.62143}
{"mode": "train", "epoch": 11, "iter": 13800, "lr": 5e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.53129, "decode.acc_seg": 80.00275, "aux.loss_ce": 0.24222, "aux.acc_seg": 78.13217, "loss": 0.77351, "time": 0.60737}
{"mode": "train", "epoch": 11, "iter": 13850, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.51908, "decode.acc_seg": 79.77075, "aux.loss_ce": 0.23595, "aux.acc_seg": 78.10868, "loss": 0.75503, "time": 0.62026}
{"mode": "train", "epoch": 12, "iter": 13900, "lr": 5e-05, "memory": 43699, "data_time": 0.05297, "decode.loss_ce": 0.50411, "decode.acc_seg": 79.75309, "aux.loss_ce": 0.23165, "aux.acc_seg": 78.14923, "loss": 0.73576, "time": 0.6691}
{"mode": "train", "epoch": 12, "iter": 13950, "lr": 5e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.47125, "decode.acc_seg": 82.19323, "aux.loss_ce": 0.21594, "aux.acc_seg": 80.18275, "loss": 0.68719, "time": 0.61388}
{"mode": "train", "epoch": 12, "iter": 14000, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.48362, "decode.acc_seg": 81.45775, "aux.loss_ce": 0.22449, "aux.acc_seg": 79.61979, "loss": 0.70811, "time": 0.61483}
{"mode": "train", "epoch": 12, "iter": 14050, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.50206, "decode.acc_seg": 80.76744, "aux.loss_ce": 0.22947, "aux.acc_seg": 79.29382, "loss": 0.73153, "time": 0.61442}
{"mode": "train", "epoch": 12, "iter": 14100, "lr": 5e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.50452, "decode.acc_seg": 80.74972, "aux.loss_ce": 0.22668, "aux.acc_seg": 79.28432, "loss": 0.7312, "time": 0.6158}
{"mode": "train", "epoch": 12, "iter": 14150, "lr": 5e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.49304, "decode.acc_seg": 81.23853, "aux.loss_ce": 0.22654, "aux.acc_seg": 79.45984, "loss": 0.71959, "time": 0.6151}
{"mode": "train", "epoch": 12, "iter": 14200, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.50141, "decode.acc_seg": 79.90406, "aux.loss_ce": 0.22608, "aux.acc_seg": 78.56397, "loss": 0.72749, "time": 0.62066}
{"mode": "train", "epoch": 12, "iter": 14250, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.51591, "decode.acc_seg": 80.16618, "aux.loss_ce": 0.23634, "aux.acc_seg": 78.3656, "loss": 0.75225, "time": 0.62376}
{"mode": "train", "epoch": 12, "iter": 14300, "lr": 5e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.50981, "decode.acc_seg": 80.70892, "aux.loss_ce": 0.23155, "aux.acc_seg": 78.91541, "loss": 0.74136, "time": 0.6139}
{"mode": "train", "epoch": 12, "iter": 14350, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.51658, "decode.acc_seg": 80.75334, "aux.loss_ce": 0.23616, "aux.acc_seg": 78.99806, "loss": 0.75274, "time": 0.61418}
{"mode": "train", "epoch": 12, "iter": 14400, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.5215, "decode.acc_seg": 79.72866, "aux.loss_ce": 0.24128, "aux.acc_seg": 77.82092, "loss": 0.76277, "time": 0.61488}
{"mode": "train", "epoch": 12, "iter": 14450, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.52425, "decode.acc_seg": 79.81679, "aux.loss_ce": 0.23971, "aux.acc_seg": 77.92011, "loss": 0.76396, "time": 0.61246}
{"mode": "train", "epoch": 12, "iter": 14500, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.48064, "decode.acc_seg": 81.44464, "aux.loss_ce": 0.22178, "aux.acc_seg": 79.39043, "loss": 0.70242, "time": 0.62517}
{"mode": "train", "epoch": 12, "iter": 14550, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.49852, "decode.acc_seg": 80.94053, "aux.loss_ce": 0.23084, "aux.acc_seg": 78.82366, "loss": 0.72936, "time": 0.62226}
{"mode": "train", "epoch": 12, "iter": 14600, "lr": 5e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.50266, "decode.acc_seg": 80.4819, "aux.loss_ce": 0.22809, "aux.acc_seg": 78.73217, "loss": 0.73075, "time": 0.60679}
{"mode": "train", "epoch": 12, "iter": 14650, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.48468, "decode.acc_seg": 81.17908, "aux.loss_ce": 0.22376, "aux.acc_seg": 79.14915, "loss": 0.70844, "time": 0.61352}
{"mode": "train", "epoch": 12, "iter": 14700, "lr": 5e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.50185, "decode.acc_seg": 80.6962, "aux.loss_ce": 0.2316, "aux.acc_seg": 78.70524, "loss": 0.73345, "time": 0.60753}
{"mode": "train", "epoch": 12, "iter": 14750, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.50933, "decode.acc_seg": 80.06816, "aux.loss_ce": 0.23373, "aux.acc_seg": 78.45051, "loss": 0.74306, "time": 0.61554}
{"mode": "train", "epoch": 12, "iter": 14800, "lr": 5e-05, "memory": 43699, "data_time": 0.008, "decode.loss_ce": 0.50045, "decode.acc_seg": 80.87426, "aux.loss_ce": 0.22967, "aux.acc_seg": 78.94643, "loss": 0.73012, "time": 0.6206}
{"mode": "train", "epoch": 12, "iter": 14850, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.51207, "decode.acc_seg": 80.42318, "aux.loss_ce": 0.23505, "aux.acc_seg": 78.54524, "loss": 0.74712, "time": 0.6246}
{"mode": "train", "epoch": 12, "iter": 14900, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.48892, "decode.acc_seg": 80.68597, "aux.loss_ce": 0.22689, "aux.acc_seg": 79.05257, "loss": 0.7158, "time": 0.61338}
{"mode": "train", "epoch": 12, "iter": 14950, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.46788, "decode.acc_seg": 81.89227, "aux.loss_ce": 0.21388, "aux.acc_seg": 80.12181, "loss": 0.68176, "time": 0.60867}
{"mode": "train", "epoch": 12, "iter": 15000, "lr": 5e-05, "memory": 43699, "data_time": 0.00809, "decode.loss_ce": 0.49434, "decode.acc_seg": 80.48542, "aux.loss_ce": 0.22255, "aux.acc_seg": 78.99461, "loss": 0.71689, "time": 0.61532}
{"mode": "train", "epoch": 12, "iter": 15050, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.50942, "decode.acc_seg": 80.40499, "aux.loss_ce": 0.23344, "aux.acc_seg": 78.39841, "loss": 0.74287, "time": 0.6134}
{"mode": "train", "epoch": 12, "iter": 15100, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.52254, "decode.acc_seg": 79.73034, "aux.loss_ce": 0.23589, "aux.acc_seg": 77.83265, "loss": 0.75843, "time": 0.6081}
{"mode": "train", "epoch": 12, "iter": 15150, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.49897, "decode.acc_seg": 80.36439, "aux.loss_ce": 0.22464, "aux.acc_seg": 78.86388, "loss": 0.72361, "time": 0.6198}
{"mode": "train", "epoch": 13, "iter": 15200, "lr": 5e-05, "memory": 43699, "data_time": 0.05486, "decode.loss_ce": 0.47198, "decode.acc_seg": 81.2944, "aux.loss_ce": 0.21756, "aux.acc_seg": 79.55809, "loss": 0.68954, "time": 0.66931}
{"mode": "train", "epoch": 13, "iter": 15250, "lr": 5e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.47422, "decode.acc_seg": 81.62459, "aux.loss_ce": 0.21926, "aux.acc_seg": 79.60644, "loss": 0.69348, "time": 0.61585}
{"mode": "train", "epoch": 13, "iter": 15300, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.51316, "decode.acc_seg": 80.58343, "aux.loss_ce": 0.23978, "aux.acc_seg": 78.2765, "loss": 0.75294, "time": 0.61547}
{"mode": "train", "epoch": 13, "iter": 15350, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.47562, "decode.acc_seg": 82.12982, "aux.loss_ce": 0.21915, "aux.acc_seg": 80.33931, "loss": 0.69476, "time": 0.60966}
{"mode": "train", "epoch": 13, "iter": 15400, "lr": 5e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.4986, "decode.acc_seg": 80.83587, "aux.loss_ce": 0.22824, "aux.acc_seg": 79.03635, "loss": 0.72684, "time": 0.61442}
{"mode": "train", "epoch": 13, "iter": 15450, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.48236, "decode.acc_seg": 81.54126, "aux.loss_ce": 0.22354, "aux.acc_seg": 79.57616, "loss": 0.7059, "time": 0.61211}
{"mode": "train", "epoch": 13, "iter": 15500, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.49438, "decode.acc_seg": 81.40804, "aux.loss_ce": 0.22736, "aux.acc_seg": 79.48199, "loss": 0.72174, "time": 0.61243}
{"mode": "train", "epoch": 13, "iter": 15550, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.48144, "decode.acc_seg": 81.65847, "aux.loss_ce": 0.21825, "aux.acc_seg": 79.85379, "loss": 0.69969, "time": 0.61418}
{"mode": "train", "epoch": 13, "iter": 15600, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.47663, "decode.acc_seg": 80.93224, "aux.loss_ce": 0.2153, "aux.acc_seg": 79.52367, "loss": 0.69192, "time": 0.60984}
{"mode": "train", "epoch": 13, "iter": 15650, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.49746, "decode.acc_seg": 80.91564, "aux.loss_ce": 0.22956, "aux.acc_seg": 78.75336, "loss": 0.72702, "time": 0.61542}
{"mode": "train", "epoch": 13, "iter": 15700, "lr": 5e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.47619, "decode.acc_seg": 81.3599, "aux.loss_ce": 0.2186, "aux.acc_seg": 79.6393, "loss": 0.69478, "time": 0.60786}
{"mode": "train", "epoch": 13, "iter": 15750, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.49902, "decode.acc_seg": 80.55483, "aux.loss_ce": 0.2267, "aux.acc_seg": 78.99274, "loss": 0.72572, "time": 0.62044}
{"mode": "train", "epoch": 13, "iter": 15800, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.48236, "decode.acc_seg": 81.06399, "aux.loss_ce": 0.22167, "aux.acc_seg": 79.34882, "loss": 0.70403, "time": 0.6133}
{"mode": "train", "epoch": 13, "iter": 15850, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.48385, "decode.acc_seg": 81.49451, "aux.loss_ce": 0.22374, "aux.acc_seg": 79.80652, "loss": 0.70759, "time": 0.60685}
{"mode": "train", "epoch": 13, "iter": 15900, "lr": 5e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.50143, "decode.acc_seg": 81.18309, "aux.loss_ce": 0.23248, "aux.acc_seg": 78.63899, "loss": 0.73391, "time": 0.61368}
{"mode": "train", "epoch": 13, "iter": 15950, "lr": 5e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.48749, "decode.acc_seg": 81.15537, "aux.loss_ce": 0.22166, "aux.acc_seg": 79.44093, "loss": 0.70915, "time": 0.61465}
{"mode": "train", "epoch": 13, "iter": 16000, "lr": 5e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.52951, "decode.acc_seg": 79.629, "aux.loss_ce": 0.2395, "aux.acc_seg": 77.54041, "loss": 0.76901, "time": 0.68261}
{"mode": "val", "epoch": 13, "iter": 250, "lr": 5e-05, "aAcc": 0.8144, "mIoU": 0.4556, "mAcc": 0.6036, "IoU.wall": 0.7528, "IoU.building": 0.8194, "IoU.sky": 0.9391, "IoU.floor": 0.8049, "IoU.tree": 0.7414, "IoU.ceiling": 0.8134, "IoU.road": 0.8004, "IoU.bed ": 0.8783, "IoU.windowpane": 0.5945, "IoU.grass": 0.6594, "IoU.cabinet": 0.5668, "IoU.sidewalk": 0.5915, "IoU.person": 0.8087, "IoU.earth": 0.3586, "IoU.door": 0.4607, "IoU.table": 0.5354, "IoU.mountain": 0.6126, "IoU.plant": 0.5268, "IoU.curtain": 0.6914, "IoU.chair": 0.5093, "IoU.car": 0.8175, "IoU.water": 0.5371, "IoU.painting": 0.6522, "IoU.sofa": 0.5793, "IoU.shelf": 0.3168, "IoU.house": 0.5739, "IoU.sea": 0.6171, "IoU.mirror": 0.6072, "IoU.rug": 0.6215, "IoU.field": 0.2953, "IoU.armchair": 0.3212, "IoU.seat": 0.5863, "IoU.fence": 0.4364, "IoU.desk": 0.3777, "IoU.rock": 0.4656, "IoU.wardrobe": 0.4614, "IoU.lamp": 0.566, "IoU.bathtub": 0.7123, "IoU.railing": 0.3155, "IoU.cushion": 0.5369, "IoU.base": 0.2148, "IoU.box": 0.2462, "IoU.column": 0.4686, "IoU.signboard": 0.3513, "IoU.chest of drawers": 0.3764, "IoU.counter": 0.1983, "IoU.sand": 0.3282, "IoU.sink": 0.6532, "IoU.skyscraper": 0.5356, "IoU.fireplace": 0.5642, "IoU.refrigerator": 0.644, "IoU.grandstand": 0.4564, "IoU.path": 0.2035, "IoU.stairs": 0.323, "IoU.runway": 0.7165, "IoU.case": 0.5984, "IoU.pool table": 0.8107, "IoU.pillow": 0.5737, "IoU.screen door": 0.4888, "IoU.stairway": 0.2133, "IoU.river": 0.1283, "IoU.bridge": 0.6218, "IoU.bookcase": 0.2955, "IoU.blind": 0.3284, "IoU.coffee table": 0.5024, "IoU.toilet": 0.7829, "IoU.flower": 0.3141, "IoU.book": 0.4138, "IoU.hill": 0.0955, "IoU.bench": 0.3651, "IoU.countertop": 0.5326, "IoU.stove": 0.7152, "IoU.palm": 0.4412, "IoU.kitchen island": 0.3322, "IoU.computer": 0.6876, "IoU.swivel chair": 0.4366, "IoU.boat": 0.4139, "IoU.bar": 0.3832, "IoU.arcade machine": 0.7419, "IoU.hovel": 0.5763, "IoU.bus": 0.8151, "IoU.towel": 0.5898, "IoU.light": 0.4763, "IoU.truck": 0.1406, "IoU.tower": 0.3545, "IoU.chandelier": 0.6028, "IoU.awning": 0.2306, "IoU.streetlight": 0.2338, "IoU.booth": 0.2741, "IoU.television receiver": 0.709, "IoU.airplane": 0.6483, "IoU.dirt track": 0.0379, "IoU.apparel": 0.348, "IoU.pole": 0.1348, "IoU.land": 0.0058, "IoU.bannister": 0.1004, "IoU.escalator": 0.3814, "IoU.ottoman": 0.4298, "IoU.bottle": 0.3562, "IoU.buffet": 0.4752, "IoU.poster": 0.1162, "IoU.stage": 0.1145, "IoU.van": 0.3925, "IoU.ship": 0.4718, "IoU.fountain": 0.3394, "IoU.conveyer belt": 0.4846, "IoU.canopy": 0.15, "IoU.washer": 0.7384, "IoU.plaything": 0.2639, "IoU.swimming pool": 0.5705, "IoU.stool": 0.3299, "IoU.barrel": 0.3895, "IoU.basket": 0.3461, "IoU.waterfall": 0.6065, "IoU.tent": 0.9243, "IoU.bag": 0.1669, "IoU.minibike": 0.7081, "IoU.cradle": 0.7644, "IoU.oven": 0.2986, "IoU.ball": 0.5212, "IoU.food": 0.5443, "IoU.step": 0.0305, "IoU.tank": 0.4017, "IoU.trade name": 0.1116, "IoU.microwave": 0.7995, "IoU.pot": 0.3515, "IoU.animal": 0.668, "IoU.bicycle": 0.559, "IoU.lake": 0.0088, "IoU.dishwasher": 0.5989, "IoU.screen": 0.496, "IoU.blanket": 0.1268, "IoU.sculpture": 0.6106, "IoU.hood": 0.3914, "IoU.sconce": 0.2488, "IoU.vase": 0.3294, "IoU.traffic light": 0.258, "IoU.tray": 0.0172, "IoU.ashcan": 0.3984, "IoU.fan": 0.5368, "IoU.pier": 0.3197, "IoU.crt screen": 0.0426, "IoU.plate": 0.5139, "IoU.monitor": 0.167, "IoU.bulletin board": 0.3825, "IoU.shower": 0.0, "IoU.radiator": 0.531, "IoU.glass": 0.1312, "IoU.clock": 0.3426, "IoU.flag": 0.4425, "Acc.wall": 0.847, "Acc.building": 0.9223, "Acc.sky": 0.9636, "Acc.floor": 0.8547, "Acc.tree": 0.8858, "Acc.ceiling": 0.8831, "Acc.road": 0.9028, "Acc.bed ": 0.9352, "Acc.windowpane": 0.738, "Acc.grass": 0.8811, "Acc.cabinet": 0.6927, "Acc.sidewalk": 0.7442, "Acc.person": 0.9121, "Acc.earth": 0.4624, "Acc.door": 0.6795, "Acc.table": 0.7424, "Acc.mountain": 0.7706, "Acc.plant": 0.6592, "Acc.curtain": 0.8695, "Acc.chair": 0.6494, "Acc.car": 0.9016, "Acc.water": 0.6653, "Acc.painting": 0.8568, "Acc.sofa": 0.8164, "Acc.shelf": 0.3888, "Acc.house": 0.7361, "Acc.sea": 0.8699, "Acc.mirror": 0.7149, "Acc.rug": 0.8025, "Acc.field": 0.4182, "Acc.armchair": 0.5341, "Acc.seat": 0.7675, "Acc.fence": 0.6965, "Acc.desk": 0.7643, "Acc.rock": 0.6205, "Acc.wardrobe": 0.6145, "Acc.lamp": 0.7319, "Acc.bathtub": 0.8437, "Acc.railing": 0.4185, "Acc.cushion": 0.7053, "Acc.base": 0.3804, "Acc.box": 0.3262, "Acc.column": 0.6402, "Acc.signboard": 0.5233, "Acc.chest of drawers": 0.5485, "Acc.counter": 0.2319, "Acc.sand": 0.5123, "Acc.sink": 0.7706, "Acc.skyscraper": 0.6626, "Acc.fireplace": 0.9397, "Acc.refrigerator": 0.7878, "Acc.grandstand": 0.8336, "Acc.path": 0.3464, "Acc.stairs": 0.4954, "Acc.runway": 0.9166, "Acc.case": 0.78, "Acc.pool table": 0.9749, "Acc.pillow": 0.706, "Acc.screen door": 0.8758, "Acc.stairway": 0.2193, "Acc.river": 0.2273, "Acc.bridge": 0.752, "Acc.bookcase": 0.492, "Acc.blind": 0.3672, "Acc.coffee table": 0.805, "Acc.toilet": 0.9286, "Acc.flower": 0.4234, "Acc.book": 0.7124, "Acc.hill": 0.1273, "Acc.bench": 0.4919, "Acc.countertop": 0.8344, "Acc.stove": 0.8311, "Acc.palm": 0.5669, "Acc.kitchen island": 0.6893, "Acc.computer": 0.8602, "Acc.swivel chair": 0.6266, "Acc.boat": 0.4835, "Acc.bar": 0.4919, "Acc.arcade machine": 0.9456, "Acc.hovel": 0.6903, "Acc.bus": 0.8871, "Acc.towel": 0.8222, "Acc.light": 0.563, "Acc.truck": 0.4795, "Acc.tower": 0.6801, "Acc.chandelier": 0.8205, "Acc.awning": 0.277, "Acc.streetlight": 0.3169, "Acc.booth": 0.3967, "Acc.television receiver": 0.845, "Acc.airplane": 0.7186, "Acc.dirt track": 0.1457, "Acc.apparel": 0.6801, "Acc.pole": 0.1644, "Acc.land": 0.007, "Acc.bannister": 0.1191, "Acc.escalator": 0.6314, "Acc.ottoman": 0.5985, "Acc.bottle": 0.622, "Acc.buffet": 0.6771, "Acc.poster": 0.1332, "Acc.stage": 0.3203, "Acc.van": 0.6883, "Acc.ship": 0.6488, "Acc.fountain": 0.3512, "Acc.conveyer belt": 0.9497, "Acc.canopy": 0.1812, "Acc.washer": 0.8515, "Acc.plaything": 0.3997, "Acc.swimming pool": 0.9108, "Acc.stool": 0.456, "Acc.barrel": 0.6485, "Acc.basket": 0.4736, "Acc.waterfall": 0.9324, "Acc.tent": 0.9883, "Acc.bag": 0.1932, "Acc.minibike": 0.8671, "Acc.cradle": 0.9828, "Acc.oven": 0.377, "Acc.ball": 0.5833, "Acc.food": 0.6634, "Acc.step": 0.0317, "Acc.tank": 0.5435, "Acc.trade name": 0.1169, "Acc.microwave": 0.9384, "Acc.pot": 0.4142, "Acc.animal": 0.7171, "Acc.bicycle": 0.773, "Acc.lake": 0.0096, "Acc.dishwasher": 0.7315, "Acc.screen": 0.9194, "Acc.blanket": 0.1617, "Acc.sculpture": 0.7261, "Acc.hood": 0.4197, "Acc.sconce": 0.316, "Acc.vase": 0.429, "Acc.traffic light": 0.4716, "Acc.tray": 0.0189, "Acc.ashcan": 0.5929, "Acc.fan": 0.6969, "Acc.pier": 0.4236, "Acc.crt screen": 0.112, "Acc.plate": 0.7499, "Acc.monitor": 0.1961, "Acc.bulletin board": 0.5653, "Acc.shower": 0.0, "Acc.radiator": 0.6704, "Acc.glass": 0.1444, "Acc.clock": 0.4018, "Acc.flag": 0.5189}
{"mode": "train", "epoch": 13, "iter": 16050, "lr": 5e-05, "memory": 43699, "data_time": 4.65218, "decode.loss_ce": 0.48327, "decode.acc_seg": 81.44495, "aux.loss_ce": 0.2224, "aux.acc_seg": 79.16635, "loss": 0.70567, "time": 8.71235}
{"mode": "train", "epoch": 13, "iter": 16100, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.5175, "decode.acc_seg": 80.09441, "aux.loss_ce": 0.23235, "aux.acc_seg": 78.44651, "loss": 0.74984, "time": 0.62111}
{"mode": "train", "epoch": 13, "iter": 16150, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.47247, "decode.acc_seg": 81.09509, "aux.loss_ce": 0.21975, "aux.acc_seg": 79.11627, "loss": 0.69221, "time": 0.63984}
{"mode": "train", "epoch": 13, "iter": 16200, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.5061, "decode.acc_seg": 80.17628, "aux.loss_ce": 0.23097, "aux.acc_seg": 78.41631, "loss": 0.73707, "time": 0.63954}
{"mode": "train", "epoch": 13, "iter": 16250, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.50606, "decode.acc_seg": 80.42252, "aux.loss_ce": 0.23037, "aux.acc_seg": 78.63639, "loss": 0.73643, "time": 0.63781}
{"mode": "train", "epoch": 13, "iter": 16300, "lr": 5e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.52174, "decode.acc_seg": 80.10151, "aux.loss_ce": 0.23479, "aux.acc_seg": 78.3779, "loss": 0.75654, "time": 0.65093}
{"mode": "train", "epoch": 13, "iter": 16350, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.49, "decode.acc_seg": 81.20337, "aux.loss_ce": 0.22335, "aux.acc_seg": 79.42805, "loss": 0.71335, "time": 0.62892}
{"mode": "train", "epoch": 13, "iter": 16400, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.50584, "decode.acc_seg": 80.43622, "aux.loss_ce": 0.23341, "aux.acc_seg": 78.58126, "loss": 0.73925, "time": 0.62242}
{"mode": "train", "epoch": 14, "iter": 16450, "lr": 5e-05, "memory": 43699, "data_time": 0.05659, "decode.loss_ce": 0.51099, "decode.acc_seg": 79.72092, "aux.loss_ce": 0.23451, "aux.acc_seg": 77.89786, "loss": 0.7455, "time": 0.6734}
{"mode": "train", "epoch": 14, "iter": 16500, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.46697, "decode.acc_seg": 82.0194, "aux.loss_ce": 0.2156, "aux.acc_seg": 80.22336, "loss": 0.68257, "time": 0.62249}
{"mode": "train", "epoch": 14, "iter": 16550, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.44287, "decode.acc_seg": 82.37646, "aux.loss_ce": 0.20688, "aux.acc_seg": 80.49121, "loss": 0.64975, "time": 0.6571}
{"mode": "train", "epoch": 14, "iter": 16600, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.46049, "decode.acc_seg": 82.39662, "aux.loss_ce": 0.21549, "aux.acc_seg": 80.36406, "loss": 0.67598, "time": 0.63107}
{"mode": "train", "epoch": 14, "iter": 16650, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.49662, "decode.acc_seg": 81.19255, "aux.loss_ce": 0.22577, "aux.acc_seg": 79.35682, "loss": 0.72239, "time": 0.62402}
{"mode": "train", "epoch": 14, "iter": 16700, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.45989, "decode.acc_seg": 82.10991, "aux.loss_ce": 0.21525, "aux.acc_seg": 80.14346, "loss": 0.67514, "time": 0.62234}
{"mode": "train", "epoch": 14, "iter": 16750, "lr": 5e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.47234, "decode.acc_seg": 81.60448, "aux.loss_ce": 0.22022, "aux.acc_seg": 79.64008, "loss": 0.69256, "time": 0.64723}
{"mode": "train", "epoch": 14, "iter": 16800, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.48799, "decode.acc_seg": 80.81236, "aux.loss_ce": 0.22185, "aux.acc_seg": 79.35412, "loss": 0.70984, "time": 0.63468}
{"mode": "train", "epoch": 14, "iter": 16850, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.48342, "decode.acc_seg": 81.34629, "aux.loss_ce": 0.22168, "aux.acc_seg": 79.54628, "loss": 0.7051, "time": 0.61912}
{"mode": "train", "epoch": 14, "iter": 16900, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.47756, "decode.acc_seg": 81.37752, "aux.loss_ce": 0.22042, "aux.acc_seg": 79.35464, "loss": 0.69797, "time": 0.62686}
{"mode": "train", "epoch": 14, "iter": 16950, "lr": 5e-05, "memory": 43699, "data_time": 0.01501, "decode.loss_ce": 0.44418, "decode.acc_seg": 82.05257, "aux.loss_ce": 0.2044, "aux.acc_seg": 80.36887, "loss": 0.64858, "time": 0.62734}
{"mode": "train", "epoch": 14, "iter": 17000, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.48634, "decode.acc_seg": 81.33051, "aux.loss_ce": 0.22166, "aux.acc_seg": 79.95478, "loss": 0.70799, "time": 0.62061}
{"mode": "train", "epoch": 14, "iter": 17050, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.4711, "decode.acc_seg": 81.88452, "aux.loss_ce": 0.21913, "aux.acc_seg": 80.10744, "loss": 0.69023, "time": 0.62796}
{"mode": "train", "epoch": 14, "iter": 17100, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.46847, "decode.acc_seg": 80.94224, "aux.loss_ce": 0.21401, "aux.acc_seg": 79.43376, "loss": 0.68248, "time": 0.62902}
{"mode": "train", "epoch": 14, "iter": 17150, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.46481, "decode.acc_seg": 81.83432, "aux.loss_ce": 0.21168, "aux.acc_seg": 80.01373, "loss": 0.67649, "time": 0.63437}
{"mode": "train", "epoch": 14, "iter": 17200, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.48617, "decode.acc_seg": 81.29829, "aux.loss_ce": 0.2226, "aux.acc_seg": 79.61611, "loss": 0.70877, "time": 0.62688}
{"mode": "train", "epoch": 14, "iter": 17250, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.46193, "decode.acc_seg": 82.16655, "aux.loss_ce": 0.2096, "aux.acc_seg": 80.48433, "loss": 0.67153, "time": 0.62036}
{"mode": "train", "epoch": 14, "iter": 17300, "lr": 5e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.4819, "decode.acc_seg": 81.07767, "aux.loss_ce": 0.21962, "aux.acc_seg": 79.04221, "loss": 0.70152, "time": 0.64625}
{"mode": "train", "epoch": 14, "iter": 17350, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.47185, "decode.acc_seg": 81.81115, "aux.loss_ce": 0.21401, "aux.acc_seg": 80.02103, "loss": 0.68586, "time": 0.63535}
{"mode": "train", "epoch": 14, "iter": 17400, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.49071, "decode.acc_seg": 81.56304, "aux.loss_ce": 0.22082, "aux.acc_seg": 80.04018, "loss": 0.71153, "time": 0.61985}
{"mode": "train", "epoch": 14, "iter": 17450, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.51014, "decode.acc_seg": 80.83128, "aux.loss_ce": 0.22804, "aux.acc_seg": 79.24922, "loss": 0.73818, "time": 0.62001}
{"mode": "train", "epoch": 14, "iter": 17500, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.47921, "decode.acc_seg": 81.04477, "aux.loss_ce": 0.22068, "aux.acc_seg": 79.45433, "loss": 0.69989, "time": 0.62922}
{"mode": "train", "epoch": 14, "iter": 17550, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.47429, "decode.acc_seg": 81.51579, "aux.loss_ce": 0.21583, "aux.acc_seg": 79.62231, "loss": 0.69013, "time": 0.63406}
{"mode": "train", "epoch": 14, "iter": 17600, "lr": 5e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.47599, "decode.acc_seg": 81.21064, "aux.loss_ce": 0.22146, "aux.acc_seg": 78.96875, "loss": 0.69745, "time": 0.62712}
{"mode": "train", "epoch": 14, "iter": 17650, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.4671, "decode.acc_seg": 81.98251, "aux.loss_ce": 0.214, "aux.acc_seg": 80.19034, "loss": 0.68109, "time": 0.62123}
{"mode": "train", "epoch": 15, "iter": 17700, "lr": 5e-05, "memory": 43699, "data_time": 0.05351, "decode.loss_ce": 0.47613, "decode.acc_seg": 81.08562, "aux.loss_ce": 0.2201, "aux.acc_seg": 79.09701, "loss": 0.69623, "time": 0.69237}
{"mode": "train", "epoch": 15, "iter": 17750, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.4768, "decode.acc_seg": 81.77206, "aux.loss_ce": 0.21819, "aux.acc_seg": 79.89167, "loss": 0.695, "time": 0.63729}
{"mode": "train", "epoch": 15, "iter": 17800, "lr": 5e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.48325, "decode.acc_seg": 81.2032, "aux.loss_ce": 0.22322, "aux.acc_seg": 79.44776, "loss": 0.70647, "time": 0.62581}
{"mode": "train", "epoch": 15, "iter": 17850, "lr": 5e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.45152, "decode.acc_seg": 82.18817, "aux.loss_ce": 0.21028, "aux.acc_seg": 80.53784, "loss": 0.66181, "time": 0.61869}
{"mode": "train", "epoch": 15, "iter": 17900, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.49495, "decode.acc_seg": 80.98166, "aux.loss_ce": 0.22763, "aux.acc_seg": 78.92806, "loss": 0.72259, "time": 0.63473}
{"mode": "train", "epoch": 15, "iter": 17950, "lr": 5e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.48045, "decode.acc_seg": 82.13599, "aux.loss_ce": 0.22348, "aux.acc_seg": 80.43853, "loss": 0.70393, "time": 0.63534}
{"mode": "train", "epoch": 15, "iter": 18000, "lr": 5e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.46081, "decode.acc_seg": 82.12599, "aux.loss_ce": 0.21781, "aux.acc_seg": 79.7577, "loss": 0.67862, "time": 0.63402}
{"mode": "train", "epoch": 15, "iter": 18050, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.47307, "decode.acc_seg": 81.4737, "aux.loss_ce": 0.21486, "aux.acc_seg": 79.77544, "loss": 0.68793, "time": 0.62705}
{"mode": "train", "epoch": 15, "iter": 18100, "lr": 5e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.45964, "decode.acc_seg": 82.11028, "aux.loss_ce": 0.21353, "aux.acc_seg": 80.32883, "loss": 0.67317, "time": 0.62712}
{"mode": "train", "epoch": 15, "iter": 18150, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.45033, "decode.acc_seg": 81.42704, "aux.loss_ce": 0.21159, "aux.acc_seg": 79.69495, "loss": 0.66192, "time": 0.63372}
{"mode": "train", "epoch": 15, "iter": 18200, "lr": 5e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.45269, "decode.acc_seg": 82.47122, "aux.loss_ce": 0.21096, "aux.acc_seg": 80.16332, "loss": 0.66365, "time": 0.63407}
{"mode": "train", "epoch": 15, "iter": 18250, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.47438, "decode.acc_seg": 82.54012, "aux.loss_ce": 0.22026, "aux.acc_seg": 80.64157, "loss": 0.69464, "time": 0.62826}
{"mode": "train", "epoch": 15, "iter": 18300, "lr": 5e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.46133, "decode.acc_seg": 81.82119, "aux.loss_ce": 0.21276, "aux.acc_seg": 79.974, "loss": 0.6741, "time": 0.62639}
{"mode": "train", "epoch": 15, "iter": 18350, "lr": 5e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.44684, "decode.acc_seg": 82.6445, "aux.loss_ce": 0.20684, "aux.acc_seg": 80.80676, "loss": 0.65367, "time": 0.62712}
{"mode": "train", "epoch": 15, "iter": 18400, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.44053, "decode.acc_seg": 82.22788, "aux.loss_ce": 0.2036, "aux.acc_seg": 80.42479, "loss": 0.64413, "time": 0.63212}
{"mode": "train", "epoch": 15, "iter": 18450, "lr": 5e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.45441, "decode.acc_seg": 82.84011, "aux.loss_ce": 0.21025, "aux.acc_seg": 80.82492, "loss": 0.66466, "time": 0.63634}
{"mode": "train", "epoch": 15, "iter": 18500, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.45439, "decode.acc_seg": 82.38189, "aux.loss_ce": 0.21285, "aux.acc_seg": 80.37011, "loss": 0.66725, "time": 0.64165}
{"mode": "train", "epoch": 15, "iter": 18550, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.45746, "decode.acc_seg": 81.76599, "aux.loss_ce": 0.2066, "aux.acc_seg": 80.34049, "loss": 0.66406, "time": 0.62692}
{"mode": "train", "epoch": 15, "iter": 18600, "lr": 5e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.46879, "decode.acc_seg": 81.994, "aux.loss_ce": 0.21655, "aux.acc_seg": 79.93295, "loss": 0.68533, "time": 0.62827}
{"mode": "train", "epoch": 15, "iter": 18650, "lr": 5e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.47339, "decode.acc_seg": 81.625, "aux.loss_ce": 0.21706, "aux.acc_seg": 80.0332, "loss": 0.69044, "time": 0.63437}
{"mode": "train", "epoch": 15, "iter": 18700, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.46309, "decode.acc_seg": 82.3184, "aux.loss_ce": 0.21355, "aux.acc_seg": 80.57632, "loss": 0.67664, "time": 0.63309}
{"mode": "train", "epoch": 15, "iter": 18750, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.48169, "decode.acc_seg": 81.36876, "aux.loss_ce": 0.21876, "aux.acc_seg": 79.49665, "loss": 0.70045, "time": 0.63474}
{"mode": "train", "epoch": 15, "iter": 18800, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.46815, "decode.acc_seg": 81.6628, "aux.loss_ce": 0.21576, "aux.acc_seg": 79.74083, "loss": 0.68391, "time": 0.63404}
{"mode": "train", "epoch": 15, "iter": 18850, "lr": 5e-05, "memory": 43699, "data_time": 0.00814, "decode.loss_ce": 0.48062, "decode.acc_seg": 81.59505, "aux.loss_ce": 0.21836, "aux.acc_seg": 80.0881, "loss": 0.69897, "time": 0.61955}
{"mode": "train", "epoch": 15, "iter": 18900, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.47093, "decode.acc_seg": 81.51856, "aux.loss_ce": 0.21603, "aux.acc_seg": 79.98144, "loss": 0.68696, "time": 0.64232}
{"mode": "train", "epoch": 16, "iter": 18950, "lr": 5e-05, "memory": 43699, "data_time": 0.04972, "decode.loss_ce": 0.46606, "decode.acc_seg": 82.31873, "aux.loss_ce": 0.21671, "aux.acc_seg": 80.08821, "loss": 0.68276, "time": 0.6769}
{"mode": "train", "epoch": 16, "iter": 19000, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.42767, "decode.acc_seg": 83.65067, "aux.loss_ce": 0.19936, "aux.acc_seg": 81.80474, "loss": 0.62703, "time": 0.62805}
{"mode": "train", "epoch": 16, "iter": 19050, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.44256, "decode.acc_seg": 82.47725, "aux.loss_ce": 0.20756, "aux.acc_seg": 80.47023, "loss": 0.65012, "time": 0.62733}
{"mode": "train", "epoch": 16, "iter": 19100, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.45731, "decode.acc_seg": 82.38433, "aux.loss_ce": 0.20965, "aux.acc_seg": 80.60533, "loss": 0.66696, "time": 0.6267}
{"mode": "train", "epoch": 16, "iter": 19150, "lr": 5e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.46412, "decode.acc_seg": 82.33229, "aux.loss_ce": 0.21777, "aux.acc_seg": 80.07298, "loss": 0.68189, "time": 0.62613}
{"mode": "train", "epoch": 16, "iter": 19200, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.48233, "decode.acc_seg": 81.89622, "aux.loss_ce": 0.22247, "aux.acc_seg": 79.63204, "loss": 0.7048, "time": 0.61968}
{"mode": "train", "epoch": 16, "iter": 19250, "lr": 5e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.47141, "decode.acc_seg": 82.27991, "aux.loss_ce": 0.21857, "aux.acc_seg": 80.00759, "loss": 0.68999, "time": 0.64421}
{"mode": "train", "epoch": 16, "iter": 19300, "lr": 5e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.42797, "decode.acc_seg": 82.97075, "aux.loss_ce": 0.19762, "aux.acc_seg": 81.02656, "loss": 0.62559, "time": 0.62677}
{"mode": "train", "epoch": 16, "iter": 19350, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.45835, "decode.acc_seg": 82.16176, "aux.loss_ce": 0.21487, "aux.acc_seg": 79.96497, "loss": 0.67322, "time": 0.61815}
{"mode": "train", "epoch": 16, "iter": 19400, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.45842, "decode.acc_seg": 82.56002, "aux.loss_ce": 0.21541, "aux.acc_seg": 80.46404, "loss": 0.67383, "time": 0.64124}
{"mode": "train", "epoch": 16, "iter": 19450, "lr": 5e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.44978, "decode.acc_seg": 82.73809, "aux.loss_ce": 0.20632, "aux.acc_seg": 81.27126, "loss": 0.6561, "time": 0.62172}
{"mode": "train", "epoch": 16, "iter": 19500, "lr": 5e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.44953, "decode.acc_seg": 81.60008, "aux.loss_ce": 0.21033, "aux.acc_seg": 79.46047, "loss": 0.65986, "time": 0.62615}
{"mode": "train", "epoch": 16, "iter": 19550, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.47848, "decode.acc_seg": 80.91926, "aux.loss_ce": 0.2205, "aux.acc_seg": 79.1166, "loss": 0.69898, "time": 0.62503}
{"mode": "train", "epoch": 16, "iter": 19600, "lr": 5e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.45592, "decode.acc_seg": 81.92359, "aux.loss_ce": 0.20938, "aux.acc_seg": 80.28255, "loss": 0.6653, "time": 0.63588}
{"mode": "train", "epoch": 16, "iter": 19650, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.45521, "decode.acc_seg": 82.00066, "aux.loss_ce": 0.21267, "aux.acc_seg": 79.96163, "loss": 0.66788, "time": 0.62704}
{"mode": "train", "epoch": 16, "iter": 19700, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.46031, "decode.acc_seg": 81.60498, "aux.loss_ce": 0.21451, "aux.acc_seg": 79.55869, "loss": 0.67481, "time": 0.62528}
{"mode": "train", "epoch": 16, "iter": 19750, "lr": 5e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.45778, "decode.acc_seg": 82.39522, "aux.loss_ce": 0.20892, "aux.acc_seg": 80.81287, "loss": 0.6667, "time": 0.6334}
{"mode": "train", "epoch": 16, "iter": 19800, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.43146, "decode.acc_seg": 82.49294, "aux.loss_ce": 0.20354, "aux.acc_seg": 80.34507, "loss": 0.635, "time": 0.61896}
{"mode": "train", "epoch": 16, "iter": 19850, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.45512, "decode.acc_seg": 82.57569, "aux.loss_ce": 0.21284, "aux.acc_seg": 80.52151, "loss": 0.66796, "time": 0.63251}
{"mode": "train", "epoch": 16, "iter": 19900, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.44166, "decode.acc_seg": 82.59103, "aux.loss_ce": 0.20282, "aux.acc_seg": 81.05696, "loss": 0.64448, "time": 0.6328}
{"mode": "train", "epoch": 16, "iter": 19950, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.46776, "decode.acc_seg": 81.81929, "aux.loss_ce": 0.2152, "aux.acc_seg": 79.89091, "loss": 0.68296, "time": 0.61954}
{"mode": "train", "epoch": 16, "iter": 20000, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.45246, "decode.acc_seg": 82.06348, "aux.loss_ce": 0.20674, "aux.acc_seg": 80.60833, "loss": 0.6592, "time": 0.6251}
{"mode": "train", "epoch": 16, "iter": 20050, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.44907, "decode.acc_seg": 82.56234, "aux.loss_ce": 0.20705, "aux.acc_seg": 80.76024, "loss": 0.65612, "time": 0.62714}
{"mode": "train", "epoch": 16, "iter": 20100, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.46617, "decode.acc_seg": 82.08715, "aux.loss_ce": 0.21455, "aux.acc_seg": 79.9638, "loss": 0.68071, "time": 0.61782}
{"mode": "train", "epoch": 16, "iter": 20150, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.48507, "decode.acc_seg": 81.42364, "aux.loss_ce": 0.22337, "aux.acc_seg": 79.46355, "loss": 0.70844, "time": 0.63312}
{"mode": "train", "epoch": 16, "iter": 20200, "lr": 5e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.43721, "decode.acc_seg": 82.50045, "aux.loss_ce": 0.20084, "aux.acc_seg": 80.53683, "loss": 0.63805, "time": 0.63296}
{"mode": "train", "epoch": 17, "iter": 20250, "lr": 5e-05, "memory": 43699, "data_time": 0.06104, "decode.loss_ce": 0.44664, "decode.acc_seg": 83.13576, "aux.loss_ce": 0.2051, "aux.acc_seg": 81.37251, "loss": 0.65174, "time": 0.68075}
{"mode": "train", "epoch": 17, "iter": 20300, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.45682, "decode.acc_seg": 82.10596, "aux.loss_ce": 0.21191, "aux.acc_seg": 79.99979, "loss": 0.66873, "time": 0.63353}
{"mode": "train", "epoch": 17, "iter": 20350, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.43488, "decode.acc_seg": 83.39364, "aux.loss_ce": 0.20149, "aux.acc_seg": 81.36019, "loss": 0.63637, "time": 0.61951}
{"mode": "train", "epoch": 17, "iter": 20400, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.46162, "decode.acc_seg": 81.84051, "aux.loss_ce": 0.21645, "aux.acc_seg": 79.5171, "loss": 0.67807, "time": 0.62661}
{"mode": "train", "epoch": 17, "iter": 20450, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.47209, "decode.acc_seg": 81.74862, "aux.loss_ce": 0.21657, "aux.acc_seg": 79.89545, "loss": 0.68866, "time": 0.62951}
{"mode": "train", "epoch": 17, "iter": 20500, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.45043, "decode.acc_seg": 82.54403, "aux.loss_ce": 0.20601, "aux.acc_seg": 80.95422, "loss": 0.65644, "time": 0.62875}
{"mode": "train", "epoch": 17, "iter": 20550, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.4429, "decode.acc_seg": 82.54208, "aux.loss_ce": 0.20476, "aux.acc_seg": 80.70541, "loss": 0.64766, "time": 0.63417}
{"mode": "train", "epoch": 17, "iter": 20600, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.42786, "decode.acc_seg": 83.5707, "aux.loss_ce": 0.19839, "aux.acc_seg": 81.48651, "loss": 0.62626, "time": 0.62901}
{"mode": "train", "epoch": 17, "iter": 20650, "lr": 5e-05, "memory": 43699, "data_time": 0.0152, "decode.loss_ce": 0.47417, "decode.acc_seg": 82.45055, "aux.loss_ce": 0.21605, "aux.acc_seg": 80.48288, "loss": 0.69021, "time": 0.62721}
{"mode": "train", "epoch": 17, "iter": 20700, "lr": 5e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.4663, "decode.acc_seg": 81.80662, "aux.loss_ce": 0.21737, "aux.acc_seg": 79.55065, "loss": 0.68366, "time": 0.64423}
{"mode": "train", "epoch": 17, "iter": 20750, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.45239, "decode.acc_seg": 82.25874, "aux.loss_ce": 0.20828, "aux.acc_seg": 80.46336, "loss": 0.66067, "time": 0.62733}
{"mode": "train", "epoch": 17, "iter": 20800, "lr": 5e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.45693, "decode.acc_seg": 82.59418, "aux.loss_ce": 0.21202, "aux.acc_seg": 80.30102, "loss": 0.66895, "time": 0.66119}
{"mode": "train", "epoch": 17, "iter": 20850, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.44317, "decode.acc_seg": 82.95348, "aux.loss_ce": 0.20623, "aux.acc_seg": 81.08846, "loss": 0.6494, "time": 0.61995}
{"mode": "train", "epoch": 17, "iter": 20900, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.42962, "decode.acc_seg": 82.60665, "aux.loss_ce": 0.20149, "aux.acc_seg": 80.88568, "loss": 0.63111, "time": 0.63417}
{"mode": "train", "epoch": 17, "iter": 20950, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.44853, "decode.acc_seg": 82.5172, "aux.loss_ce": 0.20906, "aux.acc_seg": 80.3401, "loss": 0.65759, "time": 0.62605}
{"mode": "train", "epoch": 17, "iter": 21000, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.45056, "decode.acc_seg": 82.09692, "aux.loss_ce": 0.20981, "aux.acc_seg": 79.92599, "loss": 0.66037, "time": 0.62851}
{"mode": "train", "epoch": 17, "iter": 21050, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.46249, "decode.acc_seg": 81.62796, "aux.loss_ce": 0.2136, "aux.acc_seg": 79.71632, "loss": 0.6761, "time": 0.63246}
{"mode": "train", "epoch": 17, "iter": 21100, "lr": 5e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.44145, "decode.acc_seg": 82.53358, "aux.loss_ce": 0.2038, "aux.acc_seg": 80.58589, "loss": 0.64525, "time": 0.62705}
{"mode": "train", "epoch": 17, "iter": 21150, "lr": 5e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.43866, "decode.acc_seg": 82.98044, "aux.loss_ce": 0.20481, "aux.acc_seg": 81.21699, "loss": 0.64347, "time": 0.63503}
{"mode": "train", "epoch": 17, "iter": 21200, "lr": 5e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.43034, "decode.acc_seg": 82.96252, "aux.loss_ce": 0.20147, "aux.acc_seg": 80.84183, "loss": 0.63181, "time": 0.62755}
{"mode": "train", "epoch": 17, "iter": 21250, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.43801, "decode.acc_seg": 82.60645, "aux.loss_ce": 0.20773, "aux.acc_seg": 80.67058, "loss": 0.64574, "time": 0.62612}
{"mode": "train", "epoch": 17, "iter": 21300, "lr": 5e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.49926, "decode.acc_seg": 80.94316, "aux.loss_ce": 0.22542, "aux.acc_seg": 79.31011, "loss": 0.72468, "time": 0.62666}
{"mode": "train", "epoch": 17, "iter": 21350, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.43665, "decode.acc_seg": 83.03521, "aux.loss_ce": 0.19932, "aux.acc_seg": 81.32826, "loss": 0.63598, "time": 0.6404}
{"mode": "train", "epoch": 17, "iter": 21400, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.44439, "decode.acc_seg": 82.81909, "aux.loss_ce": 0.2041, "aux.acc_seg": 81.09664, "loss": 0.64849, "time": 0.62525}
{"mode": "train", "epoch": 17, "iter": 21450, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.44116, "decode.acc_seg": 83.3076, "aux.loss_ce": 0.20583, "aux.acc_seg": 81.33987, "loss": 0.64699, "time": 0.62646}
{"mode": "train", "epoch": 18, "iter": 21500, "lr": 5e-05, "memory": 43699, "data_time": 0.04971, "decode.loss_ce": 0.42334, "decode.acc_seg": 83.34205, "aux.loss_ce": 0.19613, "aux.acc_seg": 81.37814, "loss": 0.61947, "time": 0.68033}
{"mode": "train", "epoch": 18, "iter": 21550, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.43674, "decode.acc_seg": 82.60509, "aux.loss_ce": 0.20393, "aux.acc_seg": 80.76102, "loss": 0.64067, "time": 0.63371}
{"mode": "train", "epoch": 18, "iter": 21600, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.42994, "decode.acc_seg": 82.76462, "aux.loss_ce": 0.20329, "aux.acc_seg": 80.56323, "loss": 0.63324, "time": 0.6259}
{"mode": "train", "epoch": 18, "iter": 21650, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.43707, "decode.acc_seg": 83.14555, "aux.loss_ce": 0.20618, "aux.acc_seg": 80.90864, "loss": 0.64325, "time": 0.62194}
{"mode": "train", "epoch": 18, "iter": 21700, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.42624, "decode.acc_seg": 82.89027, "aux.loss_ce": 0.20165, "aux.acc_seg": 81.02848, "loss": 0.62789, "time": 0.62571}
{"mode": "train", "epoch": 18, "iter": 21750, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.41351, "decode.acc_seg": 84.01546, "aux.loss_ce": 0.19483, "aux.acc_seg": 82.10542, "loss": 0.60834, "time": 0.63454}
{"mode": "train", "epoch": 18, "iter": 21800, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.44134, "decode.acc_seg": 82.87379, "aux.loss_ce": 0.20248, "aux.acc_seg": 81.17344, "loss": 0.64383, "time": 0.64175}
{"mode": "train", "epoch": 18, "iter": 21850, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.4653, "decode.acc_seg": 82.48504, "aux.loss_ce": 0.21473, "aux.acc_seg": 80.55423, "loss": 0.68003, "time": 0.62124}
{"mode": "train", "epoch": 18, "iter": 21900, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.42005, "decode.acc_seg": 82.62071, "aux.loss_ce": 0.19834, "aux.acc_seg": 80.61785, "loss": 0.6184, "time": 0.62686}
{"mode": "train", "epoch": 18, "iter": 21950, "lr": 5e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.42924, "decode.acc_seg": 82.91171, "aux.loss_ce": 0.19752, "aux.acc_seg": 81.05118, "loss": 0.62676, "time": 0.6349}
{"mode": "train", "epoch": 18, "iter": 22000, "lr": 5e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.42796, "decode.acc_seg": 83.52709, "aux.loss_ce": 0.19864, "aux.acc_seg": 81.64413, "loss": 0.6266, "time": 0.61691}
{"mode": "train", "epoch": 18, "iter": 22050, "lr": 5e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.43461, "decode.acc_seg": 82.98487, "aux.loss_ce": 0.20472, "aux.acc_seg": 81.25527, "loss": 0.63932, "time": 0.63408}
{"mode": "train", "epoch": 18, "iter": 22100, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.42151, "decode.acc_seg": 83.27435, "aux.loss_ce": 0.19702, "aux.acc_seg": 81.1403, "loss": 0.61853, "time": 0.6258}
{"mode": "train", "epoch": 18, "iter": 22150, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.41952, "decode.acc_seg": 84.11961, "aux.loss_ce": 0.19385, "aux.acc_seg": 82.24183, "loss": 0.61337, "time": 0.63472}
{"mode": "train", "epoch": 18, "iter": 22200, "lr": 5e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.41096, "decode.acc_seg": 83.71499, "aux.loss_ce": 0.18772, "aux.acc_seg": 81.928, "loss": 0.59868, "time": 0.62125}
{"mode": "train", "epoch": 18, "iter": 22250, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.46267, "decode.acc_seg": 81.74244, "aux.loss_ce": 0.21384, "aux.acc_seg": 79.38814, "loss": 0.67651, "time": 0.61985}
{"mode": "train", "epoch": 18, "iter": 22300, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.42952, "decode.acc_seg": 82.90078, "aux.loss_ce": 0.19965, "aux.acc_seg": 80.80875, "loss": 0.62917, "time": 0.63466}
{"mode": "train", "epoch": 18, "iter": 22350, "lr": 5e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.46263, "decode.acc_seg": 82.34247, "aux.loss_ce": 0.21574, "aux.acc_seg": 80.27562, "loss": 0.67837, "time": 0.62626}
{"mode": "train", "epoch": 18, "iter": 22400, "lr": 5e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.44585, "decode.acc_seg": 83.21812, "aux.loss_ce": 0.20631, "aux.acc_seg": 81.327, "loss": 0.65217, "time": 0.62178}
{"mode": "train", "epoch": 18, "iter": 22450, "lr": 5e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.44267, "decode.acc_seg": 82.85767, "aux.loss_ce": 0.20831, "aux.acc_seg": 80.75181, "loss": 0.65097, "time": 0.63487}
{"mode": "train", "epoch": 18, "iter": 22500, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.429, "decode.acc_seg": 82.81402, "aux.loss_ce": 0.1944, "aux.acc_seg": 81.62442, "loss": 0.62341, "time": 0.63298}
{"mode": "train", "epoch": 18, "iter": 22550, "lr": 5e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.43479, "decode.acc_seg": 82.90412, "aux.loss_ce": 0.20253, "aux.acc_seg": 81.33273, "loss": 0.63732, "time": 0.63416}
{"mode": "train", "epoch": 18, "iter": 22600, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.45485, "decode.acc_seg": 82.65194, "aux.loss_ce": 0.21418, "aux.acc_seg": 80.31518, "loss": 0.66903, "time": 0.62706}
{"mode": "train", "epoch": 18, "iter": 22650, "lr": 5e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.43718, "decode.acc_seg": 82.53665, "aux.loss_ce": 0.20242, "aux.acc_seg": 80.73145, "loss": 0.6396, "time": 0.61827}
{"mode": "train", "epoch": 18, "iter": 22700, "lr": 5e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.44793, "decode.acc_seg": 82.48205, "aux.loss_ce": 0.20634, "aux.acc_seg": 80.62478, "loss": 0.65427, "time": 0.61819}
{"mode": "train", "epoch": 19, "iter": 22750, "lr": 5e-05, "memory": 43699, "data_time": 0.05714, "decode.loss_ce": 0.43761, "decode.acc_seg": 82.88166, "aux.loss_ce": 0.20332, "aux.acc_seg": 80.77276, "loss": 0.64093, "time": 0.67794}
{"mode": "train", "epoch": 19, "iter": 22800, "lr": 5e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.41764, "decode.acc_seg": 83.58529, "aux.loss_ce": 0.1952, "aux.acc_seg": 81.41036, "loss": 0.61284, "time": 0.64974}
{"mode": "train", "epoch": 19, "iter": 22850, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.42214, "decode.acc_seg": 83.46933, "aux.loss_ce": 0.19622, "aux.acc_seg": 81.50769, "loss": 0.61836, "time": 0.63468}
{"mode": "train", "epoch": 19, "iter": 22900, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.45014, "decode.acc_seg": 83.03493, "aux.loss_ce": 0.20799, "aux.acc_seg": 80.96952, "loss": 0.65813, "time": 0.61681}
{"mode": "train", "epoch": 19, "iter": 22950, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.4122, "decode.acc_seg": 83.77441, "aux.loss_ce": 0.19397, "aux.acc_seg": 81.67104, "loss": 0.60617, "time": 0.62035}
{"mode": "train", "epoch": 19, "iter": 23000, "lr": 5e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.40747, "decode.acc_seg": 83.9636, "aux.loss_ce": 0.19471, "aux.acc_seg": 81.66683, "loss": 0.60218, "time": 0.63892}
{"mode": "train", "epoch": 19, "iter": 23050, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.41536, "decode.acc_seg": 83.48732, "aux.loss_ce": 0.1943, "aux.acc_seg": 81.39988, "loss": 0.60966, "time": 0.64069}
{"mode": "train", "epoch": 19, "iter": 23100, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.4211, "decode.acc_seg": 83.32696, "aux.loss_ce": 0.19774, "aux.acc_seg": 81.04006, "loss": 0.61884, "time": 0.61826}
{"mode": "train", "epoch": 19, "iter": 23150, "lr": 5e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.41262, "decode.acc_seg": 83.79805, "aux.loss_ce": 0.19401, "aux.acc_seg": 81.74533, "loss": 0.60662, "time": 0.63297}
{"mode": "train", "epoch": 19, "iter": 23200, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.47902, "decode.acc_seg": 81.73636, "aux.loss_ce": 0.22028, "aux.acc_seg": 79.78291, "loss": 0.6993, "time": 0.63559}
{"mode": "train", "epoch": 19, "iter": 23250, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.44271, "decode.acc_seg": 82.54581, "aux.loss_ce": 0.20099, "aux.acc_seg": 80.85233, "loss": 0.6437, "time": 0.64145}
{"mode": "train", "epoch": 19, "iter": 23300, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.42217, "decode.acc_seg": 83.56601, "aux.loss_ce": 0.19753, "aux.acc_seg": 81.41593, "loss": 0.61971, "time": 0.61923}
{"mode": "train", "epoch": 19, "iter": 23350, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.43467, "decode.acc_seg": 83.24475, "aux.loss_ce": 0.20375, "aux.acc_seg": 81.29086, "loss": 0.63842, "time": 0.62623}
{"mode": "train", "epoch": 19, "iter": 23400, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.42237, "decode.acc_seg": 83.67375, "aux.loss_ce": 0.19362, "aux.acc_seg": 81.97348, "loss": 0.616, "time": 0.62648}
{"mode": "train", "epoch": 19, "iter": 23450, "lr": 5e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.41995, "decode.acc_seg": 83.3373, "aux.loss_ce": 0.19825, "aux.acc_seg": 81.22563, "loss": 0.6182, "time": 0.64156}
{"mode": "train", "epoch": 19, "iter": 23500, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.40078, "decode.acc_seg": 84.0831, "aux.loss_ce": 0.18713, "aux.acc_seg": 82.2693, "loss": 0.58791, "time": 0.62658}
{"mode": "train", "epoch": 19, "iter": 23550, "lr": 5e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.40696, "decode.acc_seg": 83.94084, "aux.loss_ce": 0.194, "aux.acc_seg": 82.0313, "loss": 0.60096, "time": 0.63437}
{"mode": "train", "epoch": 19, "iter": 23600, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.41216, "decode.acc_seg": 83.22827, "aux.loss_ce": 0.19263, "aux.acc_seg": 81.35338, "loss": 0.60479, "time": 0.61844}
{"mode": "train", "epoch": 19, "iter": 23650, "lr": 5e-05, "memory": 43699, "data_time": 0.01508, "decode.loss_ce": 0.40651, "decode.acc_seg": 83.63986, "aux.loss_ce": 0.19043, "aux.acc_seg": 81.73129, "loss": 0.59694, "time": 0.64163}
{"mode": "train", "epoch": 19, "iter": 23700, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.4413, "decode.acc_seg": 82.66666, "aux.loss_ce": 0.20133, "aux.acc_seg": 81.01135, "loss": 0.64262, "time": 0.62023}
{"mode": "train", "epoch": 19, "iter": 23750, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.44372, "decode.acc_seg": 82.7604, "aux.loss_ce": 0.20785, "aux.acc_seg": 80.61201, "loss": 0.65157, "time": 0.63343}
{"mode": "train", "epoch": 19, "iter": 23800, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.45282, "decode.acc_seg": 82.22187, "aux.loss_ce": 0.20833, "aux.acc_seg": 80.27765, "loss": 0.66115, "time": 0.64088}
{"mode": "train", "epoch": 19, "iter": 23850, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.44543, "decode.acc_seg": 82.61852, "aux.loss_ce": 0.20652, "aux.acc_seg": 80.79289, "loss": 0.65195, "time": 0.62578}
{"mode": "train", "epoch": 19, "iter": 23900, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.41481, "decode.acc_seg": 83.49809, "aux.loss_ce": 0.19675, "aux.acc_seg": 81.30602, "loss": 0.61156, "time": 0.63242}
{"mode": "train", "epoch": 19, "iter": 23950, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.44183, "decode.acc_seg": 82.67923, "aux.loss_ce": 0.20621, "aux.acc_seg": 80.59875, "loss": 0.64804, "time": 0.62709}
{"mode": "train", "epoch": 20, "iter": 24000, "lr": 5e-05, "memory": 43699, "data_time": 0.0596, "decode.loss_ce": 0.43244, "decode.acc_seg": 82.75829, "aux.loss_ce": 0.20008, "aux.acc_seg": 80.98206, "loss": 0.63252, "time": 0.69421}
{"mode": "train", "epoch": 20, "iter": 24050, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.40471, "decode.acc_seg": 84.07206, "aux.loss_ce": 0.1943, "aux.acc_seg": 81.801, "loss": 0.59901, "time": 0.61868}
{"mode": "train", "epoch": 20, "iter": 24100, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.39426, "decode.acc_seg": 84.20965, "aux.loss_ce": 0.1864, "aux.acc_seg": 82.14123, "loss": 0.58067, "time": 0.61798}
{"mode": "train", "epoch": 20, "iter": 24150, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.42352, "decode.acc_seg": 82.88739, "aux.loss_ce": 0.19957, "aux.acc_seg": 80.7069, "loss": 0.62309, "time": 0.62104}
{"mode": "train", "epoch": 20, "iter": 24200, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.42161, "decode.acc_seg": 83.47293, "aux.loss_ce": 0.1982, "aux.acc_seg": 81.53102, "loss": 0.6198, "time": 0.64978}
{"mode": "train", "epoch": 20, "iter": 24250, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.43899, "decode.acc_seg": 82.85827, "aux.loss_ce": 0.20472, "aux.acc_seg": 80.79136, "loss": 0.64371, "time": 0.63746}
{"mode": "train", "epoch": 20, "iter": 24300, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.41364, "decode.acc_seg": 83.68144, "aux.loss_ce": 0.19193, "aux.acc_seg": 81.40189, "loss": 0.60557, "time": 0.62656}
{"mode": "train", "epoch": 20, "iter": 24350, "lr": 5e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.41524, "decode.acc_seg": 83.0127, "aux.loss_ce": 0.19232, "aux.acc_seg": 81.34067, "loss": 0.60756, "time": 0.63918}
{"mode": "train", "epoch": 20, "iter": 24400, "lr": 5e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.41831, "decode.acc_seg": 83.16739, "aux.loss_ce": 0.19661, "aux.acc_seg": 81.07749, "loss": 0.61492, "time": 0.64332}
{"mode": "train", "epoch": 20, "iter": 24450, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.43011, "decode.acc_seg": 83.53724, "aux.loss_ce": 0.20089, "aux.acc_seg": 81.49197, "loss": 0.631, "time": 0.62501}
{"mode": "train", "epoch": 20, "iter": 24500, "lr": 5e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.42163, "decode.acc_seg": 83.475, "aux.loss_ce": 0.20091, "aux.acc_seg": 81.212, "loss": 0.62255, "time": 0.6337}
{"mode": "train", "epoch": 20, "iter": 24550, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.39904, "decode.acc_seg": 84.12444, "aux.loss_ce": 0.18776, "aux.acc_seg": 82.23848, "loss": 0.5868, "time": 0.61857}
{"mode": "train", "epoch": 20, "iter": 24600, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.41859, "decode.acc_seg": 83.81327, "aux.loss_ce": 0.19536, "aux.acc_seg": 81.87935, "loss": 0.61395, "time": 0.64746}
{"mode": "train", "epoch": 20, "iter": 24650, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.41567, "decode.acc_seg": 83.46312, "aux.loss_ce": 0.19317, "aux.acc_seg": 81.34833, "loss": 0.60885, "time": 0.61724}
{"mode": "train", "epoch": 20, "iter": 24700, "lr": 5e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.4136, "decode.acc_seg": 83.5927, "aux.loss_ce": 0.19048, "aux.acc_seg": 82.14821, "loss": 0.60408, "time": 0.62622}
{"mode": "train", "epoch": 20, "iter": 24750, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.42782, "decode.acc_seg": 83.2262, "aux.loss_ce": 0.19661, "aux.acc_seg": 81.6806, "loss": 0.62443, "time": 0.63602}
{"mode": "train", "epoch": 20, "iter": 24800, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.43423, "decode.acc_seg": 82.7961, "aux.loss_ce": 0.19783, "aux.acc_seg": 81.14875, "loss": 0.63206, "time": 0.6335}
{"mode": "train", "epoch": 20, "iter": 24850, "lr": 5e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.43461, "decode.acc_seg": 82.90099, "aux.loss_ce": 0.2001, "aux.acc_seg": 81.30851, "loss": 0.63471, "time": 0.62621}
{"mode": "train", "epoch": 20, "iter": 24900, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.43173, "decode.acc_seg": 83.11738, "aux.loss_ce": 0.2, "aux.acc_seg": 81.49194, "loss": 0.63173, "time": 0.62563}
{"mode": "train", "epoch": 20, "iter": 24950, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.42782, "decode.acc_seg": 83.76927, "aux.loss_ce": 0.20146, "aux.acc_seg": 81.56076, "loss": 0.62928, "time": 0.62554}
{"mode": "train", "epoch": 20, "iter": 25000, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.43604, "decode.acc_seg": 82.86796, "aux.loss_ce": 0.2031, "aux.acc_seg": 80.80506, "loss": 0.63914, "time": 0.64119}
{"mode": "train", "epoch": 20, "iter": 25050, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.42509, "decode.acc_seg": 83.42718, "aux.loss_ce": 0.19848, "aux.acc_seg": 81.3325, "loss": 0.62357, "time": 0.62656}
{"mode": "train", "epoch": 20, "iter": 25100, "lr": 5e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.42986, "decode.acc_seg": 82.94696, "aux.loss_ce": 0.19766, "aux.acc_seg": 81.07271, "loss": 0.62752, "time": 0.63459}
{"mode": "train", "epoch": 20, "iter": 25150, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.42934, "decode.acc_seg": 83.06362, "aux.loss_ce": 0.19996, "aux.acc_seg": 81.40891, "loss": 0.62929, "time": 0.62549}
{"mode": "train", "epoch": 20, "iter": 25200, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.41653, "decode.acc_seg": 83.39002, "aux.loss_ce": 0.18865, "aux.acc_seg": 81.71076, "loss": 0.60518, "time": 0.62844}
{"mode": "train", "epoch": 20, "iter": 25250, "lr": 5e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.40659, "decode.acc_seg": 84.02761, "aux.loss_ce": 0.19112, "aux.acc_seg": 81.88909, "loss": 0.5977, "time": 0.63471}
{"mode": "train", "epoch": 21, "iter": 25300, "lr": 5e-05, "memory": 43699, "data_time": 0.05336, "decode.loss_ce": 0.41593, "decode.acc_seg": 83.38367, "aux.loss_ce": 0.19561, "aux.acc_seg": 81.3499, "loss": 0.61154, "time": 0.6717}
{"mode": "train", "epoch": 21, "iter": 25350, "lr": 5e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.39946, "decode.acc_seg": 84.11807, "aux.loss_ce": 0.1882, "aux.acc_seg": 81.86583, "loss": 0.58766, "time": 0.62123}
{"mode": "train", "epoch": 21, "iter": 25400, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.39357, "decode.acc_seg": 84.01538, "aux.loss_ce": 0.18656, "aux.acc_seg": 82.19663, "loss": 0.58013, "time": 0.64193}
{"mode": "train", "epoch": 21, "iter": 25450, "lr": 5e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.41701, "decode.acc_seg": 84.08379, "aux.loss_ce": 0.19426, "aux.acc_seg": 81.90347, "loss": 0.61126, "time": 0.63546}
{"mode": "train", "epoch": 21, "iter": 25500, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.42611, "decode.acc_seg": 83.39728, "aux.loss_ce": 0.20038, "aux.acc_seg": 81.40833, "loss": 0.62649, "time": 0.62627}
{"mode": "train", "epoch": 21, "iter": 25550, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.42052, "decode.acc_seg": 83.45662, "aux.loss_ce": 0.19291, "aux.acc_seg": 82.03683, "loss": 0.61343, "time": 0.63258}
{"mode": "train", "epoch": 21, "iter": 25600, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.41197, "decode.acc_seg": 83.95303, "aux.loss_ce": 0.19124, "aux.acc_seg": 82.3925, "loss": 0.60321, "time": 0.61978}
{"mode": "train", "epoch": 21, "iter": 25650, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.43745, "decode.acc_seg": 82.86003, "aux.loss_ce": 0.20613, "aux.acc_seg": 80.54849, "loss": 0.64359, "time": 0.65209}
{"mode": "train", "epoch": 21, "iter": 25700, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.41734, "decode.acc_seg": 83.29755, "aux.loss_ce": 0.19418, "aux.acc_seg": 81.47269, "loss": 0.61152, "time": 0.63726}
{"mode": "train", "epoch": 21, "iter": 25750, "lr": 5e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.4098, "decode.acc_seg": 84.24574, "aux.loss_ce": 0.19407, "aux.acc_seg": 82.02077, "loss": 0.60387, "time": 0.61868}
{"mode": "train", "epoch": 21, "iter": 25800, "lr": 5e-05, "memory": 43699, "data_time": 0.00807, "decode.loss_ce": 0.40101, "decode.acc_seg": 83.77343, "aux.loss_ce": 0.1845, "aux.acc_seg": 82.0712, "loss": 0.58551, "time": 0.61795}
{"mode": "train", "epoch": 21, "iter": 25850, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.40748, "decode.acc_seg": 83.58432, "aux.loss_ce": 0.19298, "aux.acc_seg": 81.79743, "loss": 0.60046, "time": 0.6317}
{"mode": "train", "epoch": 21, "iter": 25900, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.39613, "decode.acc_seg": 84.45579, "aux.loss_ce": 0.18805, "aux.acc_seg": 82.2651, "loss": 0.58418, "time": 0.62541}
{"mode": "train", "epoch": 21, "iter": 25950, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.40718, "decode.acc_seg": 84.12185, "aux.loss_ce": 0.18896, "aux.acc_seg": 82.36095, "loss": 0.59614, "time": 0.62628}
{"mode": "train", "epoch": 21, "iter": 26000, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.40491, "decode.acc_seg": 83.79363, "aux.loss_ce": 0.19179, "aux.acc_seg": 81.72137, "loss": 0.5967, "time": 0.62434}
{"mode": "train", "epoch": 21, "iter": 26050, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.38481, "decode.acc_seg": 84.33808, "aux.loss_ce": 0.18104, "aux.acc_seg": 82.25594, "loss": 0.56586, "time": 0.64006}
{"mode": "train", "epoch": 21, "iter": 26100, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.41196, "decode.acc_seg": 83.54626, "aux.loss_ce": 0.19292, "aux.acc_seg": 81.06791, "loss": 0.60488, "time": 0.62472}
{"mode": "train", "epoch": 21, "iter": 26150, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.43903, "decode.acc_seg": 83.19934, "aux.loss_ce": 0.20086, "aux.acc_seg": 81.54186, "loss": 0.6399, "time": 0.61822}
{"mode": "train", "epoch": 21, "iter": 26200, "lr": 5e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.40712, "decode.acc_seg": 83.4726, "aux.loss_ce": 0.18966, "aux.acc_seg": 81.371, "loss": 0.59679, "time": 0.6255}
{"mode": "train", "epoch": 21, "iter": 26250, "lr": 5e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.41488, "decode.acc_seg": 83.54076, "aux.loss_ce": 0.19372, "aux.acc_seg": 81.81542, "loss": 0.6086, "time": 0.6266}
{"mode": "train", "epoch": 21, "iter": 26300, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.39, "decode.acc_seg": 84.65824, "aux.loss_ce": 0.18135, "aux.acc_seg": 82.70827, "loss": 0.57135, "time": 0.63251}
{"mode": "train", "epoch": 21, "iter": 26350, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.39222, "decode.acc_seg": 84.11922, "aux.loss_ce": 0.18291, "aux.acc_seg": 82.48287, "loss": 0.57514, "time": 0.61856}
{"mode": "train", "epoch": 21, "iter": 26400, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.42856, "decode.acc_seg": 83.41802, "aux.loss_ce": 0.19866, "aux.acc_seg": 81.57087, "loss": 0.62723, "time": 0.6327}
{"mode": "train", "epoch": 21, "iter": 26450, "lr": 5e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.44535, "decode.acc_seg": 83.0474, "aux.loss_ce": 0.20972, "aux.acc_seg": 80.98841, "loss": 0.65507, "time": 0.6178}
{"mode": "train", "epoch": 21, "iter": 26500, "lr": 5e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.43235, "decode.acc_seg": 83.36461, "aux.loss_ce": 0.20327, "aux.acc_seg": 81.373, "loss": 0.63563, "time": 0.6177}
{"mode": "train", "epoch": 22, "iter": 26550, "lr": 5e-05, "memory": 43699, "data_time": 0.0557, "decode.loss_ce": 0.40851, "decode.acc_seg": 83.59719, "aux.loss_ce": 0.19083, "aux.acc_seg": 81.82624, "loss": 0.59934, "time": 0.6829}
{"mode": "train", "epoch": 22, "iter": 26600, "lr": 5e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.41459, "decode.acc_seg": 83.87015, "aux.loss_ce": 0.19593, "aux.acc_seg": 81.70173, "loss": 0.61052, "time": 0.63305}
{"mode": "train", "epoch": 22, "iter": 26650, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.3864, "decode.acc_seg": 84.96425, "aux.loss_ce": 0.18392, "aux.acc_seg": 82.87154, "loss": 0.57032, "time": 0.64012}
{"mode": "train", "epoch": 22, "iter": 26700, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.40032, "decode.acc_seg": 84.01687, "aux.loss_ce": 0.19139, "aux.acc_seg": 81.81526, "loss": 0.59171, "time": 0.61749}
{"mode": "train", "epoch": 22, "iter": 26750, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.40986, "decode.acc_seg": 83.83879, "aux.loss_ce": 0.19349, "aux.acc_seg": 81.6403, "loss": 0.60335, "time": 0.62509}
{"mode": "train", "epoch": 22, "iter": 26800, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.39359, "decode.acc_seg": 84.31063, "aux.loss_ce": 0.188, "aux.acc_seg": 82.10673, "loss": 0.58159, "time": 0.61789}
{"mode": "train", "epoch": 22, "iter": 26850, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.40493, "decode.acc_seg": 83.94069, "aux.loss_ce": 0.19042, "aux.acc_seg": 81.93003, "loss": 0.59535, "time": 0.61707}
{"mode": "train", "epoch": 22, "iter": 26900, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.41293, "decode.acc_seg": 84.04646, "aux.loss_ce": 0.19286, "aux.acc_seg": 82.12486, "loss": 0.60579, "time": 0.63952}
{"mode": "train", "epoch": 22, "iter": 26950, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.37988, "decode.acc_seg": 84.92981, "aux.loss_ce": 0.17933, "aux.acc_seg": 82.91092, "loss": 0.55921, "time": 0.61863}
{"mode": "train", "epoch": 22, "iter": 27000, "lr": 5e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.4246, "decode.acc_seg": 83.08983, "aux.loss_ce": 0.19911, "aux.acc_seg": 81.43953, "loss": 0.62371, "time": 0.62501}
{"mode": "train", "epoch": 22, "iter": 27050, "lr": 5e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.39671, "decode.acc_seg": 84.23719, "aux.loss_ce": 0.18493, "aux.acc_seg": 82.17674, "loss": 0.58164, "time": 0.62689}
{"mode": "train", "epoch": 22, "iter": 27100, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.403, "decode.acc_seg": 84.32583, "aux.loss_ce": 0.18984, "aux.acc_seg": 82.19633, "loss": 0.59284, "time": 0.61621}
{"mode": "train", "epoch": 22, "iter": 27150, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.38749, "decode.acc_seg": 84.74295, "aux.loss_ce": 0.18297, "aux.acc_seg": 82.93209, "loss": 0.57046, "time": 0.61855}
{"mode": "train", "epoch": 22, "iter": 27200, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.41229, "decode.acc_seg": 83.36815, "aux.loss_ce": 0.19257, "aux.acc_seg": 81.50455, "loss": 0.60487, "time": 0.63243}
{"mode": "train", "epoch": 22, "iter": 27250, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.42061, "decode.acc_seg": 82.91068, "aux.loss_ce": 0.19935, "aux.acc_seg": 80.9408, "loss": 0.61995, "time": 0.64682}
{"mode": "train", "epoch": 22, "iter": 27300, "lr": 5e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.41, "decode.acc_seg": 83.80389, "aux.loss_ce": 0.19458, "aux.acc_seg": 81.40477, "loss": 0.60458, "time": 0.61712}
{"mode": "train", "epoch": 22, "iter": 27350, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.38796, "decode.acc_seg": 84.30941, "aux.loss_ce": 0.18227, "aux.acc_seg": 82.31856, "loss": 0.57023, "time": 0.62506}
{"mode": "train", "epoch": 22, "iter": 27400, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.39437, "decode.acc_seg": 84.35856, "aux.loss_ce": 0.18085, "aux.acc_seg": 82.78838, "loss": 0.57523, "time": 0.62747}
{"mode": "train", "epoch": 22, "iter": 27450, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.41569, "decode.acc_seg": 83.42365, "aux.loss_ce": 0.19422, "aux.acc_seg": 81.26341, "loss": 0.60991, "time": 0.6182}
{"mode": "train", "epoch": 22, "iter": 27500, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.41279, "decode.acc_seg": 84.17913, "aux.loss_ce": 0.19631, "aux.acc_seg": 82.12952, "loss": 0.60911, "time": 0.6183}
{"mode": "train", "epoch": 22, "iter": 27550, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.42522, "decode.acc_seg": 83.65546, "aux.loss_ce": 0.19174, "aux.acc_seg": 82.16169, "loss": 0.61697, "time": 0.62486}
{"mode": "train", "epoch": 22, "iter": 27600, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.37442, "decode.acc_seg": 85.04238, "aux.loss_ce": 0.17967, "aux.acc_seg": 82.81869, "loss": 0.55409, "time": 0.63242}
{"mode": "train", "epoch": 22, "iter": 27650, "lr": 5e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.40357, "decode.acc_seg": 83.78334, "aux.loss_ce": 0.18835, "aux.acc_seg": 81.96862, "loss": 0.59192, "time": 0.64011}
{"mode": "train", "epoch": 22, "iter": 27700, "lr": 5e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.43621, "decode.acc_seg": 83.21146, "aux.loss_ce": 0.20485, "aux.acc_seg": 80.99978, "loss": 0.64106, "time": 0.61753}
{"mode": "train", "epoch": 22, "iter": 27750, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.41032, "decode.acc_seg": 84.09383, "aux.loss_ce": 0.19384, "aux.acc_seg": 81.77437, "loss": 0.60416, "time": 0.62753}
{"mode": "train", "epoch": 23, "iter": 27800, "lr": 5e-05, "memory": 43699, "data_time": 0.05621, "decode.loss_ce": 0.41065, "decode.acc_seg": 83.65816, "aux.loss_ce": 0.19359, "aux.acc_seg": 81.51819, "loss": 0.60424, "time": 0.67885}
{"mode": "train", "epoch": 23, "iter": 27850, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.37771, "decode.acc_seg": 84.89148, "aux.loss_ce": 0.18046, "aux.acc_seg": 82.5634, "loss": 0.55816, "time": 0.62034}
{"mode": "train", "epoch": 23, "iter": 27900, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.37599, "decode.acc_seg": 85.14782, "aux.loss_ce": 0.17808, "aux.acc_seg": 83.17303, "loss": 0.55407, "time": 0.61955}
{"mode": "train", "epoch": 23, "iter": 27950, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.41557, "decode.acc_seg": 83.873, "aux.loss_ce": 0.19457, "aux.acc_seg": 82.00591, "loss": 0.61015, "time": 0.63396}
{"mode": "train", "epoch": 23, "iter": 28000, "lr": 5e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.39867, "decode.acc_seg": 84.1053, "aux.loss_ce": 0.18962, "aux.acc_seg": 81.89129, "loss": 0.58829, "time": 0.65081}
{"mode": "train", "epoch": 23, "iter": 28050, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.41328, "decode.acc_seg": 83.83916, "aux.loss_ce": 0.19406, "aux.acc_seg": 81.78538, "loss": 0.60734, "time": 0.61844}
{"mode": "train", "epoch": 23, "iter": 28100, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.37052, "decode.acc_seg": 84.9009, "aux.loss_ce": 0.1758, "aux.acc_seg": 83.00115, "loss": 0.54632, "time": 0.62633}
{"mode": "train", "epoch": 23, "iter": 28150, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.39437, "decode.acc_seg": 84.1572, "aux.loss_ce": 0.18534, "aux.acc_seg": 82.12279, "loss": 0.57971, "time": 0.64161}
{"mode": "train", "epoch": 23, "iter": 28200, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.372, "decode.acc_seg": 85.1464, "aux.loss_ce": 0.17781, "aux.acc_seg": 83.19795, "loss": 0.54981, "time": 0.64214}
{"mode": "train", "epoch": 23, "iter": 28250, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.37771, "decode.acc_seg": 85.20977, "aux.loss_ce": 0.17847, "aux.acc_seg": 83.11867, "loss": 0.55617, "time": 0.62147}
{"mode": "train", "epoch": 23, "iter": 28300, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.38886, "decode.acc_seg": 85.02293, "aux.loss_ce": 0.18237, "aux.acc_seg": 82.97418, "loss": 0.57123, "time": 0.62685}
{"mode": "train", "epoch": 23, "iter": 28350, "lr": 5e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.36824, "decode.acc_seg": 85.00924, "aux.loss_ce": 0.17393, "aux.acc_seg": 83.37671, "loss": 0.54217, "time": 0.63407}
{"mode": "train", "epoch": 23, "iter": 28400, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.38197, "decode.acc_seg": 84.73003, "aux.loss_ce": 0.18127, "aux.acc_seg": 82.80563, "loss": 0.56324, "time": 0.65013}
{"mode": "train", "epoch": 23, "iter": 28450, "lr": 5e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.41323, "decode.acc_seg": 83.46956, "aux.loss_ce": 0.18989, "aux.acc_seg": 81.80543, "loss": 0.60312, "time": 0.61824}
{"mode": "train", "epoch": 23, "iter": 28500, "lr": 5e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.39483, "decode.acc_seg": 84.18029, "aux.loss_ce": 0.18762, "aux.acc_seg": 82.15847, "loss": 0.58245, "time": 0.62551}
{"mode": "train", "epoch": 23, "iter": 28550, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.40401, "decode.acc_seg": 83.84763, "aux.loss_ce": 0.19015, "aux.acc_seg": 81.80814, "loss": 0.59416, "time": 0.63236}
{"mode": "train", "epoch": 23, "iter": 28600, "lr": 5e-05, "memory": 43699, "data_time": 0.01539, "decode.loss_ce": 0.38968, "decode.acc_seg": 84.72494, "aux.loss_ce": 0.18535, "aux.acc_seg": 82.93338, "loss": 0.57503, "time": 0.64271}
{"mode": "train", "epoch": 23, "iter": 28650, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.37673, "decode.acc_seg": 84.82792, "aux.loss_ce": 0.17753, "aux.acc_seg": 82.85394, "loss": 0.55426, "time": 0.61788}
{"mode": "train", "epoch": 23, "iter": 28700, "lr": 5e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.39456, "decode.acc_seg": 84.30709, "aux.loss_ce": 0.18197, "aux.acc_seg": 82.60217, "loss": 0.57653, "time": 0.62642}
{"mode": "train", "epoch": 23, "iter": 28750, "lr": 5e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.40688, "decode.acc_seg": 84.24157, "aux.loss_ce": 0.19385, "aux.acc_seg": 81.71357, "loss": 0.60073, "time": 0.64065}
{"mode": "train", "epoch": 23, "iter": 28800, "lr": 5e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.41343, "decode.acc_seg": 83.68839, "aux.loss_ce": 0.19175, "aux.acc_seg": 81.80738, "loss": 0.60519, "time": 0.63725}
{"mode": "train", "epoch": 23, "iter": 28850, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.39515, "decode.acc_seg": 84.73392, "aux.loss_ce": 0.18344, "aux.acc_seg": 83.07107, "loss": 0.57859, "time": 0.62724}
{"mode": "train", "epoch": 23, "iter": 28900, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.40231, "decode.acc_seg": 84.69849, "aux.loss_ce": 0.18775, "aux.acc_seg": 82.84619, "loss": 0.59006, "time": 0.61813}
{"mode": "train", "epoch": 23, "iter": 28950, "lr": 5e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.38912, "decode.acc_seg": 84.23908, "aux.loss_ce": 0.1809, "aux.acc_seg": 82.52252, "loss": 0.57002, "time": 0.64958}
{"mode": "train", "epoch": 23, "iter": 29000, "lr": 5e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.40009, "decode.acc_seg": 84.08669, "aux.loss_ce": 0.19004, "aux.acc_seg": 82.04257, "loss": 0.59014, "time": 0.62498}
{"mode": "train", "epoch": 23, "iter": 29050, "lr": 5e-05, "memory": 43699, "data_time": 0.05151, "decode.loss_ce": 0.40222, "decode.acc_seg": 84.10487, "aux.loss_ce": 0.19022, "aux.acc_seg": 81.83319, "loss": 0.59244, "time": 0.66811}
{"mode": "train", "epoch": 24, "iter": 29100, "lr": 5e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.39392, "decode.acc_seg": 84.46375, "aux.loss_ce": 0.18627, "aux.acc_seg": 82.45142, "loss": 0.58019, "time": 0.61691}
{"mode": "train", "epoch": 24, "iter": 29150, "lr": 5e-05, "memory": 43699, "data_time": 0.01491, "decode.loss_ce": 0.40144, "decode.acc_seg": 84.06231, "aux.loss_ce": 0.18772, "aux.acc_seg": 82.37591, "loss": 0.58916, "time": 0.65795}
{"mode": "train", "epoch": 24, "iter": 29200, "lr": 5e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.37582, "decode.acc_seg": 85.19015, "aux.loss_ce": 0.18097, "aux.acc_seg": 82.94606, "loss": 0.55679, "time": 0.61873}
{"mode": "train", "epoch": 24, "iter": 29250, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.39289, "decode.acc_seg": 84.56963, "aux.loss_ce": 0.18438, "aux.acc_seg": 82.61351, "loss": 0.57727, "time": 0.62514}
{"mode": "train", "epoch": 24, "iter": 29300, "lr": 5e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.39972, "decode.acc_seg": 84.04705, "aux.loss_ce": 0.19106, "aux.acc_seg": 81.89187, "loss": 0.59078, "time": 0.63164}
{"mode": "train", "epoch": 24, "iter": 29350, "lr": 5e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.36712, "decode.acc_seg": 85.47988, "aux.loss_ce": 0.17425, "aux.acc_seg": 83.30787, "loss": 0.54136, "time": 0.64027}
{"mode": "train", "epoch": 24, "iter": 29400, "lr": 5e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.38796, "decode.acc_seg": 84.475, "aux.loss_ce": 0.18359, "aux.acc_seg": 82.31282, "loss": 0.57155, "time": 0.61794}
{"mode": "train", "epoch": 24, "iter": 29450, "lr": 5e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.3944, "decode.acc_seg": 84.18981, "aux.loss_ce": 0.18606, "aux.acc_seg": 82.16157, "loss": 0.58047, "time": 0.62646}
{"mode": "train", "epoch": 24, "iter": 29500, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.39393, "decode.acc_seg": 84.56221, "aux.loss_ce": 0.18769, "aux.acc_seg": 82.18053, "loss": 0.58163, "time": 0.63106}
{"mode": "train", "epoch": 24, "iter": 29550, "lr": 5e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.38066, "decode.acc_seg": 84.96049, "aux.loss_ce": 0.17762, "aux.acc_seg": 82.94506, "loss": 0.55827, "time": 0.63957}
{"mode": "train", "epoch": 24, "iter": 29600, "lr": 5e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.37796, "decode.acc_seg": 84.44686, "aux.loss_ce": 0.18161, "aux.acc_seg": 82.40214, "loss": 0.55957, "time": 0.61647}
{"mode": "train", "epoch": 24, "iter": 29650, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.39658, "decode.acc_seg": 84.13781, "aux.loss_ce": 0.18618, "aux.acc_seg": 82.34701, "loss": 0.58276, "time": 0.62664}
{"mode": "train", "epoch": 24, "iter": 29700, "lr": 5e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.36279, "decode.acc_seg": 85.77384, "aux.loss_ce": 0.17201, "aux.acc_seg": 83.99756, "loss": 0.5348, "time": 0.63252}
{"mode": "train", "epoch": 24, "iter": 29750, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.41922, "decode.acc_seg": 84.00134, "aux.loss_ce": 0.19598, "aux.acc_seg": 81.71531, "loss": 0.6152, "time": 0.65317}
{"mode": "train", "epoch": 24, "iter": 29800, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.38004, "decode.acc_seg": 84.49669, "aux.loss_ce": 0.17903, "aux.acc_seg": 82.36041, "loss": 0.55907, "time": 0.61851}
{"mode": "train", "epoch": 24, "iter": 29850, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.40974, "decode.acc_seg": 84.16079, "aux.loss_ce": 0.19381, "aux.acc_seg": 81.98966, "loss": 0.60355, "time": 0.62582}
{"mode": "train", "epoch": 24, "iter": 29900, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.39971, "decode.acc_seg": 84.30605, "aux.loss_ce": 0.18558, "aux.acc_seg": 82.56373, "loss": 0.5853, "time": 0.64003}
{"mode": "train", "epoch": 24, "iter": 29950, "lr": 5e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.4361, "decode.acc_seg": 83.62077, "aux.loss_ce": 0.20025, "aux.acc_seg": 81.69328, "loss": 0.63635, "time": 0.63562}
{"mode": "train", "epoch": 24, "iter": 30000, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.40627, "decode.acc_seg": 83.91943, "aux.loss_ce": 0.19041, "aux.acc_seg": 81.9257, "loss": 0.59668, "time": 0.62744}
{"mode": "train", "epoch": 24, "iter": 30050, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.40036, "decode.acc_seg": 84.09141, "aux.loss_ce": 0.18589, "aux.acc_seg": 82.30971, "loss": 0.58625, "time": 0.61805}
{"mode": "train", "epoch": 24, "iter": 30100, "lr": 5e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.36656, "decode.acc_seg": 85.65659, "aux.loss_ce": 0.17031, "aux.acc_seg": 83.87252, "loss": 0.53687, "time": 0.63628}
{"mode": "train", "epoch": 24, "iter": 30150, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.41167, "decode.acc_seg": 84.32259, "aux.loss_ce": 0.19083, "aux.acc_seg": 82.32261, "loss": 0.6025, "time": 0.64453}
{"mode": "train", "epoch": 24, "iter": 30200, "lr": 5e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.40805, "decode.acc_seg": 84.09236, "aux.loss_ce": 0.18754, "aux.acc_seg": 82.52771, "loss": 0.59559, "time": 0.6247}
{"mode": "train", "epoch": 24, "iter": 30250, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.3951, "decode.acc_seg": 84.21913, "aux.loss_ce": 0.18392, "aux.acc_seg": 82.17876, "loss": 0.57901, "time": 0.62506}
{"mode": "train", "epoch": 24, "iter": 30300, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.41368, "decode.acc_seg": 84.07193, "aux.loss_ce": 0.19331, "aux.acc_seg": 82.12051, "loss": 0.60699, "time": 0.64816}
{"mode": "train", "epoch": 25, "iter": 30350, "lr": 5e-05, "memory": 43699, "data_time": 0.05387, "decode.loss_ce": 0.37496, "decode.acc_seg": 84.86316, "aux.loss_ce": 0.17991, "aux.acc_seg": 82.6605, "loss": 0.55487, "time": 0.68626}
{"mode": "train", "epoch": 25, "iter": 30400, "lr": 5e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.36262, "decode.acc_seg": 85.9595, "aux.loss_ce": 0.17308, "aux.acc_seg": 83.90286, "loss": 0.5357, "time": 0.61847}
{"mode": "train", "epoch": 25, "iter": 30450, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.39366, "decode.acc_seg": 84.88921, "aux.loss_ce": 0.18324, "aux.acc_seg": 83.40109, "loss": 0.5769, "time": 0.61794}
{"mode": "train", "epoch": 25, "iter": 30500, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.37341, "decode.acc_seg": 85.6831, "aux.loss_ce": 0.17532, "aux.acc_seg": 83.73963, "loss": 0.54873, "time": 0.63364}
{"mode": "train", "epoch": 25, "iter": 30550, "lr": 5e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.39064, "decode.acc_seg": 84.88787, "aux.loss_ce": 0.18448, "aux.acc_seg": 82.93263, "loss": 0.57512, "time": 0.64309}
{"mode": "train", "epoch": 25, "iter": 30600, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.37096, "decode.acc_seg": 84.8662, "aux.loss_ce": 0.17538, "aux.acc_seg": 82.83288, "loss": 0.54634, "time": 0.61991}
{"mode": "train", "epoch": 25, "iter": 30650, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.38172, "decode.acc_seg": 84.89176, "aux.loss_ce": 0.18182, "aux.acc_seg": 83.09572, "loss": 0.56354, "time": 0.62522}
{"mode": "train", "epoch": 25, "iter": 30700, "lr": 5e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.37786, "decode.acc_seg": 85.51805, "aux.loss_ce": 0.18018, "aux.acc_seg": 83.50378, "loss": 0.55804, "time": 0.64098}
{"mode": "train", "epoch": 25, "iter": 30750, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.35075, "decode.acc_seg": 86.04684, "aux.loss_ce": 0.16701, "aux.acc_seg": 84.04463, "loss": 0.51776, "time": 0.63398}
{"mode": "train", "epoch": 25, "iter": 30800, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.37765, "decode.acc_seg": 85.05468, "aux.loss_ce": 0.17605, "aux.acc_seg": 83.19146, "loss": 0.55371, "time": 0.6322}
{"mode": "train", "epoch": 25, "iter": 30850, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.39299, "decode.acc_seg": 84.39943, "aux.loss_ce": 0.1836, "aux.acc_seg": 82.5378, "loss": 0.57658, "time": 0.61752}
{"mode": "train", "epoch": 25, "iter": 30900, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.38924, "decode.acc_seg": 84.68008, "aux.loss_ce": 0.1843, "aux.acc_seg": 82.685, "loss": 0.57353, "time": 0.63394}
{"mode": "train", "epoch": 25, "iter": 30950, "lr": 5e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.40258, "decode.acc_seg": 83.85326, "aux.loss_ce": 0.18916, "aux.acc_seg": 82.0503, "loss": 0.59175, "time": 0.62608}
{"mode": "train", "epoch": 25, "iter": 31000, "lr": 5e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.38112, "decode.acc_seg": 84.76024, "aux.loss_ce": 0.18261, "aux.acc_seg": 82.66185, "loss": 0.56373, "time": 0.63287}
{"mode": "train", "epoch": 25, "iter": 31050, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.41454, "decode.acc_seg": 83.48179, "aux.loss_ce": 0.19708, "aux.acc_seg": 81.15673, "loss": 0.61162, "time": 0.63145}
{"mode": "train", "epoch": 25, "iter": 31100, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.39693, "decode.acc_seg": 84.64249, "aux.loss_ce": 0.18644, "aux.acc_seg": 82.44137, "loss": 0.58336, "time": 0.6255}
{"mode": "train", "epoch": 25, "iter": 31150, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.38818, "decode.acc_seg": 84.24743, "aux.loss_ce": 0.18261, "aux.acc_seg": 82.44106, "loss": 0.57079, "time": 0.63408}
{"mode": "train", "epoch": 25, "iter": 31200, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.39933, "decode.acc_seg": 84.22518, "aux.loss_ce": 0.18393, "aux.acc_seg": 82.56744, "loss": 0.58325, "time": 0.61897}
{"mode": "train", "epoch": 25, "iter": 31250, "lr": 5e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.39208, "decode.acc_seg": 84.79564, "aux.loss_ce": 0.1836, "aux.acc_seg": 82.79525, "loss": 0.57568, "time": 0.63324}
{"mode": "train", "epoch": 25, "iter": 31300, "lr": 5e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.37422, "decode.acc_seg": 85.55972, "aux.loss_ce": 0.17853, "aux.acc_seg": 83.25927, "loss": 0.55274, "time": 0.6516}
{"mode": "train", "epoch": 25, "iter": 31350, "lr": 5e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.37874, "decode.acc_seg": 84.94234, "aux.loss_ce": 0.17746, "aux.acc_seg": 83.14819, "loss": 0.5562, "time": 0.6333}
{"mode": "train", "epoch": 25, "iter": 31400, "lr": 5e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.39006, "decode.acc_seg": 84.44719, "aux.loss_ce": 0.18126, "aux.acc_seg": 82.60716, "loss": 0.57133, "time": 0.62556}
{"mode": "train", "epoch": 25, "iter": 31450, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.36673, "decode.acc_seg": 85.15016, "aux.loss_ce": 0.17686, "aux.acc_seg": 83.21109, "loss": 0.54358, "time": 0.62886}
{"mode": "train", "epoch": 25, "iter": 31500, "lr": 5e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.392, "decode.acc_seg": 84.34974, "aux.loss_ce": 0.18205, "aux.acc_seg": 82.50151, "loss": 0.57405, "time": 0.62423}
{"mode": "train", "epoch": 25, "iter": 31550, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.3641, "decode.acc_seg": 85.0393, "aux.loss_ce": 0.17067, "aux.acc_seg": 83.19364, "loss": 0.53477, "time": 0.63932}
{"mode": "train", "epoch": 26, "iter": 31600, "lr": 5e-05, "memory": 43699, "data_time": 0.05023, "decode.loss_ce": 0.36973, "decode.acc_seg": 85.3951, "aux.loss_ce": 0.17406, "aux.acc_seg": 83.26579, "loss": 0.5438, "time": 0.6684}
{"mode": "train", "epoch": 26, "iter": 31650, "lr": 5e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.39276, "decode.acc_seg": 84.50422, "aux.loss_ce": 0.18543, "aux.acc_seg": 82.66301, "loss": 0.57819, "time": 0.62896}
{"mode": "train", "epoch": 26, "iter": 31700, "lr": 5e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.36124, "decode.acc_seg": 85.45722, "aux.loss_ce": 0.17174, "aux.acc_seg": 83.38087, "loss": 0.53298, "time": 0.64152}
{"mode": "train", "epoch": 26, "iter": 31750, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.36306, "decode.acc_seg": 85.0273, "aux.loss_ce": 0.17333, "aux.acc_seg": 83.02744, "loss": 0.53639, "time": 0.63361}
{"mode": "train", "epoch": 26, "iter": 31800, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.37779, "decode.acc_seg": 85.05043, "aux.loss_ce": 0.17865, "aux.acc_seg": 83.08617, "loss": 0.55645, "time": 0.62567}
{"mode": "train", "epoch": 26, "iter": 31850, "lr": 5e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.38005, "decode.acc_seg": 84.89933, "aux.loss_ce": 0.17711, "aux.acc_seg": 83.10037, "loss": 0.55716, "time": 0.63872}
{"mode": "train", "epoch": 26, "iter": 31900, "lr": 5e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.37425, "decode.acc_seg": 85.07065, "aux.loss_ce": 0.17753, "aux.acc_seg": 83.13785, "loss": 0.55178, "time": 0.61704}
{"mode": "train", "epoch": 26, "iter": 31950, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.36378, "decode.acc_seg": 85.80623, "aux.loss_ce": 0.1748, "aux.acc_seg": 83.53079, "loss": 0.53858, "time": 0.62413}
{"mode": "train", "epoch": 26, "iter": 32000, "lr": 5e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.38695, "decode.acc_seg": 84.34051, "aux.loss_ce": 0.18436, "aux.acc_seg": 82.29191, "loss": 0.5713, "time": 0.67979}
{"mode": "val", "epoch": 26, "iter": 250, "lr": 5e-05, "aAcc": 0.8302, "mIoU": 0.4844, "mAcc": 0.6221, "IoU.wall": 0.7769, "IoU.building": 0.8365, "IoU.sky": 0.9441, "IoU.floor": 0.8268, "IoU.tree": 0.7434, "IoU.ceiling": 0.8394, "IoU.road": 0.8385, "IoU.bed ": 0.8838, "IoU.windowpane": 0.6135, "IoU.grass": 0.6814, "IoU.cabinet": 0.5875, "IoU.sidewalk": 0.6449, "IoU.person": 0.8166, "IoU.earth": 0.3633, "IoU.door": 0.533, "IoU.table": 0.5672, "IoU.mountain": 0.6261, "IoU.plant": 0.5032, "IoU.curtain": 0.7172, "IoU.chair": 0.564, "IoU.car": 0.8527, "IoU.water": 0.5066, "IoU.painting": 0.7005, "IoU.sofa": 0.6631, "IoU.shelf": 0.4286, "IoU.house": 0.4704, "IoU.sea": 0.5655, "IoU.mirror": 0.6377, "IoU.rug": 0.6884, "IoU.field": 0.2942, "IoU.armchair": 0.4253, "IoU.seat": 0.6673, "IoU.fence": 0.3988, "IoU.desk": 0.4885, "IoU.rock": 0.4632, "IoU.wardrobe": 0.4867, "IoU.lamp": 0.5927, "IoU.bathtub": 0.7832, "IoU.railing": 0.3641, "IoU.cushion": 0.5682, "IoU.base": 0.36, "IoU.box": 0.274, "IoU.column": 0.4724, "IoU.signboard": 0.3586, "IoU.chest of drawers": 0.345, "IoU.counter": 0.3061, "IoU.sand": 0.3443, "IoU.sink": 0.6961, "IoU.skyscraper": 0.4411, "IoU.fireplace": 0.6626, "IoU.refrigerator": 0.7243, "IoU.grandstand": 0.538, "IoU.path": 0.233, "IoU.stairs": 0.2569, "IoU.runway": 0.7172, "IoU.case": 0.4908, "IoU.pool table": 0.9235, "IoU.pillow": 0.5651, "IoU.screen door": 0.6577, "IoU.stairway": 0.3175, "IoU.river": 0.1447, "IoU.bridge": 0.5074, "IoU.bookcase": 0.3547, "IoU.blind": 0.408, "IoU.coffee table": 0.5445, "IoU.toilet": 0.8309, "IoU.flower": 0.3951, "IoU.book": 0.4473, "IoU.hill": 0.1174, "IoU.bench": 0.4317, "IoU.countertop": 0.5492, "IoU.stove": 0.718, "IoU.palm": 0.4748, "IoU.kitchen island": 0.3326, "IoU.computer": 0.6115, "IoU.swivel chair": 0.4786, "IoU.boat": 0.4558, "IoU.bar": 0.3402, "IoU.arcade machine": 0.8567, "IoU.hovel": 0.1145, "IoU.bus": 0.8681, "IoU.towel": 0.6665, "IoU.light": 0.5121, "IoU.truck": 0.2202, "IoU.tower": 0.3842, "IoU.chandelier": 0.6227, "IoU.awning": 0.2641, "IoU.streetlight": 0.2643, "IoU.booth": 0.5227, "IoU.television receiver": 0.5823, "IoU.airplane": 0.714, "IoU.dirt track": 0.0892, "IoU.apparel": 0.4357, "IoU.pole": 0.156, "IoU.land": 0.0344, "IoU.bannister": 0.1494, "IoU.escalator": 0.5203, "IoU.ottoman": 0.4645, "IoU.bottle": 0.3652, "IoU.buffet": 0.5464, "IoU.poster": 0.1668, "IoU.stage": 0.1246, "IoU.van": 0.4293, "IoU.ship": 0.4591, "IoU.fountain": 0.2791, "IoU.conveyer belt": 0.6498, "IoU.canopy": 0.2072, "IoU.washer": 0.7948, "IoU.plaything": 0.3836, "IoU.swimming pool": 0.6278, "IoU.stool": 0.3683, "IoU.barrel": 0.5126, "IoU.basket": 0.3364, "IoU.waterfall": 0.6952, "IoU.tent": 0.816, "IoU.bag": 0.2014, "IoU.minibike": 0.6741, "IoU.cradle": 0.7224, "IoU.oven": 0.3344, "IoU.ball": 0.5549, "IoU.food": 0.5239, "IoU.step": 0.0795, "IoU.tank": 0.4157, "IoU.trade name": 0.1945, "IoU.microwave": 0.7191, "IoU.pot": 0.324, "IoU.animal": 0.6464, "IoU.bicycle": 0.5489, "IoU.lake": 0.3588, "IoU.dishwasher": 0.5943, "IoU.screen": 0.5263, "IoU.blanket": 0.1358, "IoU.sculpture": 0.4915, "IoU.hood": 0.4743, "IoU.sconce": 0.3379, "IoU.vase": 0.3464, "IoU.traffic light": 0.2927, "IoU.tray": 0.0551, "IoU.ashcan": 0.4612, "IoU.fan": 0.5621, "IoU.pier": 0.4012, "IoU.crt screen": 0.036, "IoU.plate": 0.5227, "IoU.monitor": 0.0221, "IoU.bulletin board": 0.4809, "IoU.shower": 0.0, "IoU.radiator": 0.5987, "IoU.glass": 0.1333, "IoU.clock": 0.3419, "IoU.flag": 0.5615, "Acc.wall": 0.8724, "Acc.building": 0.9239, "Acc.sky": 0.9731, "Acc.floor": 0.8964, "Acc.tree": 0.9005, "Acc.ceiling": 0.9191, "Acc.road": 0.9122, "Acc.bed ": 0.9515, "Acc.windowpane": 0.7736, "Acc.grass": 0.8273, "Acc.cabinet": 0.6797, "Acc.sidewalk": 0.7858, "Acc.person": 0.9226, "Acc.earth": 0.4925, "Acc.door": 0.7095, "Acc.table": 0.7704, "Acc.mountain": 0.7464, "Acc.plant": 0.5969, "Acc.curtain": 0.9006, "Acc.chair": 0.693, "Acc.car": 0.9264, "Acc.water": 0.6507, "Acc.painting": 0.8916, "Acc.sofa": 0.8096, "Acc.shelf": 0.6053, "Acc.house": 0.6663, "Acc.sea": 0.7745, "Acc.mirror": 0.7473, "Acc.rug": 0.7997, "Acc.field": 0.4474, "Acc.armchair": 0.6294, "Acc.seat": 0.8424, "Acc.fence": 0.559, "Acc.desk": 0.6757, "Acc.rock": 0.8774, "Acc.wardrobe": 0.6833, "Acc.lamp": 0.736, "Acc.bathtub": 0.8253, "Acc.railing": 0.4766, "Acc.cushion": 0.7667, "Acc.base": 0.482, "Acc.box": 0.3233, "Acc.column": 0.5992, "Acc.signboard": 0.509, "Acc.chest of drawers": 0.5839, "Acc.counter": 0.386, "Acc.sand": 0.4674, "Acc.sink": 0.7829, "Acc.skyscraper": 0.4968, "Acc.fireplace": 0.9174, "Acc.refrigerator": 0.8701, "Acc.grandstand": 0.7682, "Acc.path": 0.3448, "Acc.stairs": 0.3209, "Acc.runway": 0.9487, "Acc.case": 0.803, "Acc.pool table": 0.9697, "Acc.pillow": 0.6477, "Acc.screen door": 0.7568, "Acc.stairway": 0.4546, "Acc.river": 0.2856, "Acc.bridge": 0.6727, "Acc.bookcase": 0.5618, "Acc.blind": 0.4559, "Acc.coffee table": 0.8574, "Acc.toilet": 0.902, "Acc.flower": 0.5735, "Acc.book": 0.6524, "Acc.hill": 0.1948, "Acc.bench": 0.4975, "Acc.countertop": 0.6756, "Acc.stove": 0.8028, "Acc.palm": 0.6003, "Acc.kitchen island": 0.6003, "Acc.computer": 0.7542, "Acc.swivel chair": 0.7539, "Acc.boat": 0.5079, "Acc.bar": 0.4765, "Acc.arcade machine": 0.9757, "Acc.hovel": 0.1203, "Acc.bus": 0.9672, "Acc.towel": 0.7979, "Acc.light": 0.5774, "Acc.truck": 0.3584, "Acc.tower": 0.5287, "Acc.chandelier": 0.8616, "Acc.awning": 0.3174, "Acc.streetlight": 0.3982, "Acc.booth": 0.5574, "Acc.television receiver": 0.788, "Acc.airplane": 0.8238, "Acc.dirt track": 0.1532, "Acc.apparel": 0.7452, "Acc.pole": 0.196, "Acc.land": 0.0625, "Acc.bannister": 0.189, "Acc.escalator": 0.855, "Acc.ottoman": 0.6344, "Acc.bottle": 0.528, "Acc.buffet": 0.8614, "Acc.poster": 0.2214, "Acc.stage": 0.1827, "Acc.van": 0.626, "Acc.ship": 0.7571, "Acc.fountain": 0.2898, "Acc.conveyer belt": 0.9355, "Acc.canopy": 0.288, "Acc.washer": 0.8757, "Acc.plaything": 0.4762, "Acc.swimming pool": 0.93, "Acc.stool": 0.4918, "Acc.barrel": 0.6435, "Acc.basket": 0.5075, "Acc.waterfall": 0.9488, "Acc.tent": 0.9918, "Acc.bag": 0.2492, "Acc.minibike": 0.8503, "Acc.cradle": 0.9907, "Acc.oven": 0.5841, "Acc.ball": 0.6474, "Acc.food": 0.6537, "Acc.step": 0.0995, "Acc.tank": 0.513, "Acc.trade name": 0.2113, "Acc.microwave": 0.8292, "Acc.pot": 0.3704, "Acc.animal": 0.6692, "Acc.bicycle": 0.7771, "Acc.lake": 0.5954, "Acc.dishwasher": 0.8003, "Acc.screen": 0.8977, "Acc.blanket": 0.1605, "Acc.sculpture": 0.6992, "Acc.hood": 0.6861, "Acc.sconce": 0.4295, "Acc.vase": 0.5424, "Acc.traffic light": 0.5222, "Acc.tray": 0.0727, "Acc.ashcan": 0.5951, "Acc.fan": 0.777, "Acc.pier": 0.4531, "Acc.crt screen": 0.1259, "Acc.plate": 0.7149, "Acc.monitor": 0.0263, "Acc.bulletin board": 0.5542, "Acc.shower": 0.0, "Acc.radiator": 0.7064, "Acc.glass": 0.1454, "Acc.clock": 0.3638, "Acc.flag": 0.6491}
{"mode": "train", "epoch": 26, "iter": 32050, "lr": 5e-05, "memory": 43699, "data_time": 1.38958, "decode.loss_ce": 0.37533, "decode.acc_seg": 85.58113, "aux.loss_ce": 0.17961, "aux.acc_seg": 83.46932, "loss": 0.55494, "time": 2.01635}
{"mode": "train", "epoch": 26, "iter": 32100, "lr": 5e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.38852, "decode.acc_seg": 84.56694, "aux.loss_ce": 0.18196, "aux.acc_seg": 82.54457, "loss": 0.57047, "time": 0.61687}
{"mode": "train", "epoch": 26, "iter": 32150, "lr": 5e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.36147, "decode.acc_seg": 85.56835, "aux.loss_ce": 0.17291, "aux.acc_seg": 83.46348, "loss": 0.53438, "time": 0.62427}
{"mode": "train", "epoch": 26, "iter": 32200, "lr": 5e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.36561, "decode.acc_seg": 85.5941, "aux.loss_ce": 0.17443, "aux.acc_seg": 83.65646, "loss": 0.54004, "time": 0.62346}
{"mode": "train", "epoch": 26, "iter": 32250, "lr": 5e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.39228, "decode.acc_seg": 84.85526, "aux.loss_ce": 0.18283, "aux.acc_seg": 82.95709, "loss": 0.5751, "time": 0.62464}
{"mode": "train", "epoch": 26, "iter": 32300, "lr": 5e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.38753, "decode.acc_seg": 84.67478, "aux.loss_ce": 0.18079, "aux.acc_seg": 83.17317, "loss": 0.56832, "time": 0.62546}
{"mode": "train", "epoch": 26, "iter": 32350, "lr": 5e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.39242, "decode.acc_seg": 84.57834, "aux.loss_ce": 0.18689, "aux.acc_seg": 82.05824, "loss": 0.57931, "time": 0.6244}
{"mode": "train", "epoch": 26, "iter": 32400, "lr": 5e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.37231, "decode.acc_seg": 85.2077, "aux.loss_ce": 0.17545, "aux.acc_seg": 83.39124, "loss": 0.54776, "time": 0.62514}
{"mode": "train", "epoch": 26, "iter": 32450, "lr": 5e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.37748, "decode.acc_seg": 84.66058, "aux.loss_ce": 0.17782, "aux.acc_seg": 83.08609, "loss": 0.55529, "time": 0.63212}
{"mode": "train", "epoch": 26, "iter": 32500, "lr": 5e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.38292, "decode.acc_seg": 84.94254, "aux.loss_ce": 0.18044, "aux.acc_seg": 82.87537, "loss": 0.56336, "time": 0.6308}
{"mode": "train", "epoch": 26, "iter": 32550, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.3865, "decode.acc_seg": 84.60797, "aux.loss_ce": 0.18453, "aux.acc_seg": 82.49932, "loss": 0.57103, "time": 0.62369}
{"mode": "train", "epoch": 26, "iter": 32600, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.38618, "decode.acc_seg": 84.74273, "aux.loss_ce": 0.18118, "aux.acc_seg": 82.83774, "loss": 0.56736, "time": 0.63303}
{"mode": "train", "epoch": 26, "iter": 32650, "lr": 5e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.40229, "decode.acc_seg": 84.56208, "aux.loss_ce": 0.18838, "aux.acc_seg": 82.57831, "loss": 0.59067, "time": 0.63162}
{"mode": "train", "epoch": 26, "iter": 32700, "lr": 5e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.39242, "decode.acc_seg": 84.50925, "aux.loss_ce": 0.18621, "aux.acc_seg": 82.61414, "loss": 0.57863, "time": 0.62456}
{"mode": "train", "epoch": 26, "iter": 32750, "lr": 5e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.37984, "decode.acc_seg": 84.67059, "aux.loss_ce": 0.17709, "aux.acc_seg": 82.78077, "loss": 0.55693, "time": 0.62588}
{"mode": "train", "epoch": 26, "iter": 32800, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.3822, "decode.acc_seg": 85.19056, "aux.loss_ce": 0.18075, "aux.acc_seg": 83.48059, "loss": 0.56295, "time": 0.64043}
{"mode": "train", "epoch": 27, "iter": 32850, "lr": 5e-05, "memory": 43699, "data_time": 0.05476, "decode.loss_ce": 0.37688, "decode.acc_seg": 85.33238, "aux.loss_ce": 0.17809, "aux.acc_seg": 83.23141, "loss": 0.55497, "time": 0.68331}
{"mode": "train", "epoch": 27, "iter": 32900, "lr": 5e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.33534, "decode.acc_seg": 86.65213, "aux.loss_ce": 0.16141, "aux.acc_seg": 84.43127, "loss": 0.49674, "time": 0.62372}
{"mode": "train", "epoch": 27, "iter": 32950, "lr": 5e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.34663, "decode.acc_seg": 85.88097, "aux.loss_ce": 0.1675, "aux.acc_seg": 83.72983, "loss": 0.51414, "time": 0.6335}
{"mode": "train", "epoch": 27, "iter": 33000, "lr": 5e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.35962, "decode.acc_seg": 85.69774, "aux.loss_ce": 0.17187, "aux.acc_seg": 83.76093, "loss": 0.5315, "time": 0.63364}
{"mode": "train", "epoch": 27, "iter": 33050, "lr": 5e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.3846, "decode.acc_seg": 84.74591, "aux.loss_ce": 0.18237, "aux.acc_seg": 82.62365, "loss": 0.56697, "time": 0.63405}
{"mode": "train", "epoch": 27, "iter": 33100, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.36531, "decode.acc_seg": 85.5296, "aux.loss_ce": 0.17072, "aux.acc_seg": 83.699, "loss": 0.53603, "time": 0.61811}
{"mode": "train", "epoch": 27, "iter": 33150, "lr": 5e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.37056, "decode.acc_seg": 85.31419, "aux.loss_ce": 0.17566, "aux.acc_seg": 83.53596, "loss": 0.54622, "time": 0.63433}
{"mode": "train", "epoch": 27, "iter": 33200, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.36746, "decode.acc_seg": 85.18439, "aux.loss_ce": 0.17682, "aux.acc_seg": 83.10088, "loss": 0.54429, "time": 0.64106}
{"mode": "train", "epoch": 27, "iter": 33250, "lr": 5e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.37143, "decode.acc_seg": 85.32732, "aux.loss_ce": 0.17563, "aux.acc_seg": 83.31785, "loss": 0.54706, "time": 0.63358}
{"mode": "train", "epoch": 27, "iter": 33300, "lr": 5e-05, "memory": 43699, "data_time": 0.00837, "decode.loss_ce": 0.38746, "decode.acc_seg": 84.87025, "aux.loss_ce": 0.18217, "aux.acc_seg": 83.13353, "loss": 0.56963, "time": 0.61916}
{"mode": "train", "epoch": 27, "iter": 33350, "lr": 5e-05, "memory": 43699, "data_time": 0.00851, "decode.loss_ce": 0.3602, "decode.acc_seg": 85.33288, "aux.loss_ce": 0.17057, "aux.acc_seg": 83.33217, "loss": 0.53077, "time": 0.63279}
{"mode": "train", "epoch": 27, "iter": 33400, "lr": 5e-05, "memory": 43699, "data_time": 0.008, "decode.loss_ce": 0.36914, "decode.acc_seg": 85.1971, "aux.loss_ce": 0.17421, "aux.acc_seg": 83.09867, "loss": 0.54334, "time": 0.64018}
{"mode": "train", "epoch": 27, "iter": 33450, "lr": 5e-05, "memory": 43699, "data_time": 0.01551, "decode.loss_ce": 0.35822, "decode.acc_seg": 85.65549, "aux.loss_ce": 0.17191, "aux.acc_seg": 83.43397, "loss": 0.53013, "time": 0.63139}
{"mode": "train", "epoch": 27, "iter": 33500, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.35331, "decode.acc_seg": 85.45159, "aux.loss_ce": 0.16719, "aux.acc_seg": 83.59707, "loss": 0.52051, "time": 0.63178}
{"mode": "train", "epoch": 27, "iter": 33550, "lr": 5e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.38693, "decode.acc_seg": 84.54651, "aux.loss_ce": 0.18299, "aux.acc_seg": 82.50222, "loss": 0.56992, "time": 0.62414}
{"mode": "train", "epoch": 27, "iter": 33600, "lr": 5e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.35153, "decode.acc_seg": 85.41947, "aux.loss_ce": 0.16711, "aux.acc_seg": 83.55109, "loss": 0.51865, "time": 0.64787}
{"mode": "train", "epoch": 27, "iter": 33650, "lr": 5e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.36066, "decode.acc_seg": 85.72984, "aux.loss_ce": 0.17044, "aux.acc_seg": 83.81613, "loss": 0.5311, "time": 0.6234}
{"mode": "train", "epoch": 27, "iter": 33700, "lr": 5e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.34234, "decode.acc_seg": 85.93154, "aux.loss_ce": 0.16385, "aux.acc_seg": 83.90888, "loss": 0.5062, "time": 0.62604}
{"mode": "train", "epoch": 27, "iter": 33750, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.39923, "decode.acc_seg": 84.18895, "aux.loss_ce": 0.18792, "aux.acc_seg": 82.5531, "loss": 0.58716, "time": 0.62453}
{"mode": "train", "epoch": 27, "iter": 33800, "lr": 5e-05, "memory": 43699, "data_time": 0.00805, "decode.loss_ce": 0.37289, "decode.acc_seg": 85.41735, "aux.loss_ce": 0.17469, "aux.acc_seg": 83.54493, "loss": 0.54758, "time": 0.64913}
{"mode": "train", "epoch": 27, "iter": 33850, "lr": 5e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.38139, "decode.acc_seg": 84.95762, "aux.loss_ce": 0.17694, "aux.acc_seg": 83.30953, "loss": 0.55833, "time": 0.6315}
{"mode": "train", "epoch": 27, "iter": 33900, "lr": 5e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.3508, "decode.acc_seg": 86.10465, "aux.loss_ce": 0.16831, "aux.acc_seg": 84.14408, "loss": 0.51911, "time": 0.6274}
{"mode": "train", "epoch": 27, "iter": 33950, "lr": 5e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.37659, "decode.acc_seg": 85.15632, "aux.loss_ce": 0.17917, "aux.acc_seg": 82.64978, "loss": 0.55576, "time": 0.6249}
{"mode": "train", "epoch": 27, "iter": 34000, "lr": 5e-05, "memory": 43699, "data_time": 0.0081, "decode.loss_ce": 0.37428, "decode.acc_seg": 85.23383, "aux.loss_ce": 0.17777, "aux.acc_seg": 83.20482, "loss": 0.55205, "time": 0.64812}
{"mode": "train", "epoch": 27, "iter": 34050, "lr": 5e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.35884, "decode.acc_seg": 85.67264, "aux.loss_ce": 0.16799, "aux.acc_seg": 83.73515, "loss": 0.52683, "time": 0.62533}
{"mode": "train", "epoch": 27, "iter": 34100, "lr": 5e-05, "memory": 43699, "data_time": 0.0082, "decode.loss_ce": 0.39113, "decode.acc_seg": 84.73771, "aux.loss_ce": 0.18351, "aux.acc_seg": 82.83479, "loss": 0.57464, "time": 0.63284}
{"mode": "train", "epoch": 28, "iter": 34150, "lr": 5e-05, "memory": 43699, "data_time": 0.05277, "decode.loss_ce": 0.37945, "decode.acc_seg": 84.97571, "aux.loss_ce": 0.17941, "aux.acc_seg": 82.95649, "loss": 0.55886, "time": 0.68548}
{"mode": "train", "epoch": 28, "iter": 34200, "lr": 5e-05, "memory": 43699, "data_time": 0.00803, "decode.loss_ce": 0.3426, "decode.acc_seg": 85.92196, "aux.loss_ce": 0.16154, "aux.acc_seg": 84.34942, "loss": 0.50413, "time": 0.64076}
{"mode": "train", "epoch": 28, "iter": 34250, "lr": 5e-05, "memory": 43699, "data_time": 0.00803, "decode.loss_ce": 0.36229, "decode.acc_seg": 85.75588, "aux.loss_ce": 0.17261, "aux.acc_seg": 83.80761, "loss": 0.53491, "time": 0.62536}
{"mode": "train", "epoch": 28, "iter": 34300, "lr": 5e-05, "memory": 43699, "data_time": 0.00822, "decode.loss_ce": 0.35437, "decode.acc_seg": 85.42121, "aux.loss_ce": 0.17056, "aux.acc_seg": 83.34374, "loss": 0.52494, "time": 0.63355}
{"mode": "train", "epoch": 28, "iter": 34350, "lr": 5e-05, "memory": 43699, "data_time": 0.00818, "decode.loss_ce": 0.34817, "decode.acc_seg": 86.00072, "aux.loss_ce": 0.16809, "aux.acc_seg": 83.7227, "loss": 0.51626, "time": 0.63316}
{"mode": "train", "epoch": 28, "iter": 34400, "lr": 5e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.36039, "decode.acc_seg": 85.42774, "aux.loss_ce": 0.17205, "aux.acc_seg": 83.30421, "loss": 0.53244, "time": 0.63959}
{"mode": "train", "epoch": 28, "iter": 34450, "lr": 5e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.38577, "decode.acc_seg": 84.80046, "aux.loss_ce": 0.18233, "aux.acc_seg": 82.73119, "loss": 0.56811, "time": 0.6256}
{"mode": "train", "epoch": 28, "iter": 34500, "lr": 5e-05, "memory": 43699, "data_time": 0.00825, "decode.loss_ce": 0.37087, "decode.acc_seg": 85.77832, "aux.loss_ce": 0.17734, "aux.acc_seg": 83.68306, "loss": 0.54821, "time": 0.63528}
{"mode": "train", "epoch": 28, "iter": 34550, "lr": 5e-05, "memory": 43699, "data_time": 0.00853, "decode.loss_ce": 0.36078, "decode.acc_seg": 85.51622, "aux.loss_ce": 0.17077, "aux.acc_seg": 83.69987, "loss": 0.53155, "time": 0.63305}
{"mode": "train", "epoch": 28, "iter": 34600, "lr": 5e-05, "memory": 43699, "data_time": 0.00869, "decode.loss_ce": 0.36475, "decode.acc_seg": 85.26116, "aux.loss_ce": 0.17159, "aux.acc_seg": 83.49006, "loss": 0.53634, "time": 0.64124}
{"mode": "train", "epoch": 28, "iter": 34650, "lr": 5e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.37894, "decode.acc_seg": 84.72133, "aux.loss_ce": 0.17772, "aux.acc_seg": 83.10158, "loss": 0.55665, "time": 0.6314}
{"mode": "train", "epoch": 28, "iter": 34700, "lr": 5e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.3422, "decode.acc_seg": 86.09228, "aux.loss_ce": 0.16182, "aux.acc_seg": 84.19806, "loss": 0.50402, "time": 0.63588}
{"mode": "train", "epoch": 28, "iter": 34750, "lr": 5e-05, "memory": 43699, "data_time": 0.00839, "decode.loss_ce": 0.37732, "decode.acc_seg": 85.01166, "aux.loss_ce": 0.17968, "aux.acc_seg": 83.12846, "loss": 0.557, "time": 0.63483}
{"mode": "train", "epoch": 28, "iter": 34800, "lr": 5e-05, "memory": 43699, "data_time": 0.00905, "decode.loss_ce": 0.36937, "decode.acc_seg": 85.09532, "aux.loss_ce": 0.17495, "aux.acc_seg": 83.09694, "loss": 0.54432, "time": 0.63981}
{"mode": "train", "epoch": 28, "iter": 34850, "lr": 5e-05, "memory": 43699, "data_time": 0.00859, "decode.loss_ce": 0.38814, "decode.acc_seg": 84.77431, "aux.loss_ce": 0.18531, "aux.acc_seg": 82.77026, "loss": 0.57345, "time": 0.62464}
{"mode": "train", "epoch": 28, "iter": 34900, "lr": 5e-05, "memory": 43699, "data_time": 0.009, "decode.loss_ce": 0.36889, "decode.acc_seg": 85.19852, "aux.loss_ce": 0.17808, "aux.acc_seg": 82.8872, "loss": 0.54697, "time": 0.63512}
{"mode": "train", "epoch": 28, "iter": 34950, "lr": 5e-05, "memory": 43699, "data_time": 0.00853, "decode.loss_ce": 0.35637, "decode.acc_seg": 86.02581, "aux.loss_ce": 0.16905, "aux.acc_seg": 84.26333, "loss": 0.52542, "time": 0.63487}
{"mode": "train", "epoch": 28, "iter": 35000, "lr": 5e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.379, "decode.acc_seg": 85.04319, "aux.loss_ce": 0.17766, "aux.acc_seg": 82.93102, "loss": 0.55665, "time": 0.63049}
{"mode": "train", "epoch": 28, "iter": 35050, "lr": 5e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.35535, "decode.acc_seg": 85.974, "aux.loss_ce": 0.16878, "aux.acc_seg": 83.97258, "loss": 0.52413, "time": 0.62394}
{"mode": "train", "epoch": 28, "iter": 35100, "lr": 5e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.35861, "decode.acc_seg": 85.95635, "aux.loss_ce": 0.17234, "aux.acc_seg": 83.76549, "loss": 0.53095, "time": 0.62462}
{"mode": "train", "epoch": 28, "iter": 35150, "lr": 5e-05, "memory": 43699, "data_time": 0.00796, "decode.loss_ce": 0.36079, "decode.acc_seg": 85.86274, "aux.loss_ce": 0.17301, "aux.acc_seg": 83.42039, "loss": 0.5338, "time": 0.63242}
{"mode": "train", "epoch": 28, "iter": 35200, "lr": 5e-05, "memory": 43699, "data_time": 0.00819, "decode.loss_ce": 0.38935, "decode.acc_seg": 84.71412, "aux.loss_ce": 0.18609, "aux.acc_seg": 82.55971, "loss": 0.57544, "time": 0.63988}
{"mode": "train", "epoch": 28, "iter": 35250, "lr": 5e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.38398, "decode.acc_seg": 84.88245, "aux.loss_ce": 0.17678, "aux.acc_seg": 83.23767, "loss": 0.56076, "time": 0.62701}
{"mode": "train", "epoch": 28, "iter": 35300, "lr": 5e-05, "memory": 43699, "data_time": 0.00844, "decode.loss_ce": 0.36803, "decode.acc_seg": 85.36489, "aux.loss_ce": 0.1734, "aux.acc_seg": 83.51976, "loss": 0.54143, "time": 0.62568}
{"mode": "train", "epoch": 28, "iter": 35350, "lr": 5e-05, "memory": 43699, "data_time": 0.00835, "decode.loss_ce": 0.38995, "decode.acc_seg": 84.49875, "aux.loss_ce": 0.18186, "aux.acc_seg": 82.63232, "loss": 0.57181, "time": 0.64367}
{"mode": "train", "epoch": 29, "iter": 35400, "lr": 5e-05, "memory": 43699, "data_time": 0.06272, "decode.loss_ce": 0.37422, "decode.acc_seg": 84.85302, "aux.loss_ce": 0.17638, "aux.acc_seg": 82.98168, "loss": 0.5506, "time": 0.69098}
{"mode": "train", "epoch": 29, "iter": 35450, "lr": 5e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.35547, "decode.acc_seg": 85.77603, "aux.loss_ce": 0.17174, "aux.acc_seg": 83.44734, "loss": 0.5272, "time": 0.62547}
{"mode": "train", "epoch": 29, "iter": 35500, "lr": 5e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.37797, "decode.acc_seg": 85.17798, "aux.loss_ce": 0.17706, "aux.acc_seg": 83.3247, "loss": 0.55503, "time": 0.63601}
{"mode": "train", "epoch": 29, "iter": 35550, "lr": 5e-05, "memory": 43699, "data_time": 0.00816, "decode.loss_ce": 0.38484, "decode.acc_seg": 84.72508, "aux.loss_ce": 0.18228, "aux.acc_seg": 82.69531, "loss": 0.56712, "time": 0.64834}
{"mode": "train", "epoch": 29, "iter": 35600, "lr": 5e-05, "memory": 43699, "data_time": 0.00838, "decode.loss_ce": 0.36244, "decode.acc_seg": 85.47564, "aux.loss_ce": 0.17765, "aux.acc_seg": 83.35115, "loss": 0.54009, "time": 0.62451}
{"mode": "train", "epoch": 29, "iter": 35650, "lr": 5e-05, "memory": 43699, "data_time": 0.00914, "decode.loss_ce": 0.36022, "decode.acc_seg": 85.89284, "aux.loss_ce": 0.17181, "aux.acc_seg": 83.9514, "loss": 0.53203, "time": 0.62503}
{"mode": "train", "epoch": 29, "iter": 35700, "lr": 5e-05, "memory": 43699, "data_time": 0.0081, "decode.loss_ce": 0.3446, "decode.acc_seg": 85.91729, "aux.loss_ce": 0.16424, "aux.acc_seg": 84.0623, "loss": 0.50884, "time": 0.62542}
{"mode": "train", "epoch": 29, "iter": 35750, "lr": 5e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.35408, "decode.acc_seg": 85.75265, "aux.loss_ce": 0.17013, "aux.acc_seg": 83.97512, "loss": 0.52421, "time": 0.64344}
{"mode": "train", "epoch": 29, "iter": 35800, "lr": 5e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.35083, "decode.acc_seg": 85.79702, "aux.loss_ce": 0.1686, "aux.acc_seg": 83.75261, "loss": 0.51943, "time": 0.63354}
{"mode": "train", "epoch": 29, "iter": 35850, "lr": 5e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.36641, "decode.acc_seg": 85.43705, "aux.loss_ce": 0.17519, "aux.acc_seg": 83.3635, "loss": 0.5416, "time": 0.63938}
{"mode": "train", "epoch": 29, "iter": 35900, "lr": 5e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.35311, "decode.acc_seg": 85.71564, "aux.loss_ce": 0.16608, "aux.acc_seg": 83.92808, "loss": 0.51919, "time": 0.62573}
{"mode": "train", "epoch": 29, "iter": 35950, "lr": 5e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.38337, "decode.acc_seg": 85.20849, "aux.loss_ce": 0.17855, "aux.acc_seg": 83.08665, "loss": 0.56192, "time": 0.64233}
{"mode": "train", "epoch": 29, "iter": 36000, "lr": 5e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.36562, "decode.acc_seg": 85.60176, "aux.loss_ce": 0.17443, "aux.acc_seg": 83.46339, "loss": 0.54005, "time": 0.63518}
{"mode": "train", "epoch": 29, "iter": 36050, "lr": 5e-05, "memory": 43699, "data_time": 0.00801, "decode.loss_ce": 0.37383, "decode.acc_seg": 85.0649, "aux.loss_ce": 0.17768, "aux.acc_seg": 83.12297, "loss": 0.55151, "time": 0.62706}
{"mode": "train", "epoch": 29, "iter": 36100, "lr": 5e-05, "memory": 43699, "data_time": 0.00855, "decode.loss_ce": 0.37858, "decode.acc_seg": 84.97207, "aux.loss_ce": 0.18065, "aux.acc_seg": 82.93436, "loss": 0.55923, "time": 0.64607}
{"mode": "train", "epoch": 29, "iter": 36150, "lr": 5e-05, "memory": 43699, "data_time": 0.00827, "decode.loss_ce": 0.34817, "decode.acc_seg": 86.10731, "aux.loss_ce": 0.16601, "aux.acc_seg": 84.25907, "loss": 0.51418, "time": 0.63301}
{"mode": "train", "epoch": 29, "iter": 36200, "lr": 5e-05, "memory": 43699, "data_time": 0.00838, "decode.loss_ce": 0.36682, "decode.acc_seg": 85.4849, "aux.loss_ce": 0.17389, "aux.acc_seg": 83.75871, "loss": 0.54071, "time": 0.62665}
{"mode": "train", "epoch": 29, "iter": 36250, "lr": 5e-05, "memory": 43699, "data_time": 0.00831, "decode.loss_ce": 0.37204, "decode.acc_seg": 85.01395, "aux.loss_ce": 0.17656, "aux.acc_seg": 83.01112, "loss": 0.5486, "time": 0.6243}
{"mode": "train", "epoch": 29, "iter": 36300, "lr": 5e-05, "memory": 43699, "data_time": 0.00865, "decode.loss_ce": 0.35921, "decode.acc_seg": 85.78538, "aux.loss_ce": 0.17199, "aux.acc_seg": 83.52362, "loss": 0.53121, "time": 0.64358}
{"mode": "train", "epoch": 29, "iter": 36350, "lr": 5e-05, "memory": 43699, "data_time": 0.00874, "decode.loss_ce": 0.37055, "decode.acc_seg": 85.29424, "aux.loss_ce": 0.17289, "aux.acc_seg": 83.39337, "loss": 0.54344, "time": 0.64062}
{"mode": "train", "epoch": 29, "iter": 36400, "lr": 5e-05, "memory": 43699, "data_time": 0.00837, "decode.loss_ce": 0.353, "decode.acc_seg": 85.83518, "aux.loss_ce": 0.16528, "aux.acc_seg": 84.01108, "loss": 0.51828, "time": 0.62562}
{"mode": "train", "epoch": 29, "iter": 36450, "lr": 5e-05, "memory": 43699, "data_time": 0.00822, "decode.loss_ce": 0.37166, "decode.acc_seg": 85.61647, "aux.loss_ce": 0.17611, "aux.acc_seg": 83.58563, "loss": 0.54776, "time": 0.6271}
{"mode": "train", "epoch": 29, "iter": 36500, "lr": 5e-05, "memory": 43699, "data_time": 0.00878, "decode.loss_ce": 0.38571, "decode.acc_seg": 84.92825, "aux.loss_ce": 0.18065, "aux.acc_seg": 83.02556, "loss": 0.56637, "time": 0.64991}
{"mode": "train", "epoch": 29, "iter": 36550, "lr": 5e-05, "memory": 43699, "data_time": 0.00859, "decode.loss_ce": 0.38605, "decode.acc_seg": 85.06127, "aux.loss_ce": 0.18073, "aux.acc_seg": 83.25701, "loss": 0.56679, "time": 0.63303}
{"mode": "train", "epoch": 29, "iter": 36600, "lr": 5e-05, "memory": 43699, "data_time": 0.00899, "decode.loss_ce": 0.36443, "decode.acc_seg": 85.6925, "aux.loss_ce": 0.17376, "aux.acc_seg": 83.66096, "loss": 0.53819, "time": 0.64189}
{"mode": "train", "epoch": 30, "iter": 36650, "lr": 5e-05, "memory": 43699, "data_time": 0.05851, "decode.loss_ce": 0.3676, "decode.acc_seg": 85.71831, "aux.loss_ce": 0.17538, "aux.acc_seg": 83.46255, "loss": 0.54298, "time": 0.68835}
{"mode": "train", "epoch": 30, "iter": 36700, "lr": 5e-05, "memory": 43699, "data_time": 0.00816, "decode.loss_ce": 0.34434, "decode.acc_seg": 86.17806, "aux.loss_ce": 0.16425, "aux.acc_seg": 84.26389, "loss": 0.50859, "time": 0.64463}
{"mode": "train", "epoch": 30, "iter": 36750, "lr": 5e-05, "memory": 43699, "data_time": 0.00839, "decode.loss_ce": 0.34159, "decode.acc_seg": 86.33304, "aux.loss_ce": 0.16626, "aux.acc_seg": 83.79734, "loss": 0.50784, "time": 0.64212}
{"mode": "train", "epoch": 30, "iter": 36800, "lr": 5e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.34345, "decode.acc_seg": 86.51007, "aux.loss_ce": 0.16534, "aux.acc_seg": 84.70213, "loss": 0.50879, "time": 0.62836}
{"mode": "train", "epoch": 30, "iter": 36850, "lr": 5e-05, "memory": 43699, "data_time": 0.00845, "decode.loss_ce": 0.36386, "decode.acc_seg": 85.6656, "aux.loss_ce": 0.17192, "aux.acc_seg": 83.61775, "loss": 0.53578, "time": 0.63569}
{"mode": "train", "epoch": 30, "iter": 36900, "lr": 5e-05, "memory": 43699, "data_time": 0.00818, "decode.loss_ce": 0.3378, "decode.acc_seg": 86.07057, "aux.loss_ce": 0.16046, "aux.acc_seg": 84.27782, "loss": 0.49826, "time": 0.64632}
{"mode": "train", "epoch": 30, "iter": 36950, "lr": 5e-05, "memory": 43699, "data_time": 0.00901, "decode.loss_ce": 0.34612, "decode.acc_seg": 86.22041, "aux.loss_ce": 0.16646, "aux.acc_seg": 84.13615, "loss": 0.51257, "time": 0.64573}
{"mode": "train", "epoch": 30, "iter": 37000, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.34081, "decode.acc_seg": 86.03071, "aux.loss_ce": 0.16434, "aux.acc_seg": 83.986, "loss": 0.50515, "time": 0.62815}
{"mode": "train", "epoch": 30, "iter": 37050, "lr": 5e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.34724, "decode.acc_seg": 85.76396, "aux.loss_ce": 0.16754, "aux.acc_seg": 83.6661, "loss": 0.51477, "time": 0.63387}
{"mode": "train", "epoch": 30, "iter": 37100, "lr": 5e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.35094, "decode.acc_seg": 85.83122, "aux.loss_ce": 0.16748, "aux.acc_seg": 83.82625, "loss": 0.51842, "time": 0.64521}
{"mode": "train", "epoch": 30, "iter": 37150, "lr": 5e-05, "memory": 43699, "data_time": 0.0083, "decode.loss_ce": 0.35535, "decode.acc_seg": 85.61253, "aux.loss_ce": 0.17499, "aux.acc_seg": 83.08203, "loss": 0.53033, "time": 0.64174}
{"mode": "train", "epoch": 30, "iter": 37200, "lr": 5e-05, "memory": 43699, "data_time": 0.00846, "decode.loss_ce": 0.3546, "decode.acc_seg": 85.76238, "aux.loss_ce": 0.17027, "aux.acc_seg": 83.73119, "loss": 0.52486, "time": 0.63432}
{"mode": "train", "epoch": 30, "iter": 37250, "lr": 5e-05, "memory": 43699, "data_time": 0.0086, "decode.loss_ce": 0.35414, "decode.acc_seg": 85.90894, "aux.loss_ce": 0.16997, "aux.acc_seg": 83.87268, "loss": 0.5241, "time": 0.62708}
{"mode": "train", "epoch": 30, "iter": 37300, "lr": 5e-05, "memory": 43699, "data_time": 0.00843, "decode.loss_ce": 0.34767, "decode.acc_seg": 85.53629, "aux.loss_ce": 0.1678, "aux.acc_seg": 83.48417, "loss": 0.51547, "time": 0.64611}
{"mode": "train", "epoch": 30, "iter": 37350, "lr": 5e-05, "memory": 43699, "data_time": 0.01578, "decode.loss_ce": 0.35607, "decode.acc_seg": 85.43464, "aux.loss_ce": 0.17028, "aux.acc_seg": 83.16724, "loss": 0.52635, "time": 0.64187}
{"mode": "train", "epoch": 30, "iter": 37400, "lr": 5e-05, "memory": 43699, "data_time": 0.00825, "decode.loss_ce": 0.35889, "decode.acc_seg": 85.71223, "aux.loss_ce": 0.17279, "aux.acc_seg": 83.65746, "loss": 0.53168, "time": 0.63451}
{"mode": "train", "epoch": 30, "iter": 37450, "lr": 5e-05, "memory": 43699, "data_time": 0.00802, "decode.loss_ce": 0.36572, "decode.acc_seg": 85.47352, "aux.loss_ce": 0.17633, "aux.acc_seg": 83.29391, "loss": 0.54205, "time": 0.62613}
{"mode": "train", "epoch": 30, "iter": 37500, "lr": 5e-05, "memory": 43699, "data_time": 0.00804, "decode.loss_ce": 0.34944, "decode.acc_seg": 86.41047, "aux.loss_ce": 0.16538, "aux.acc_seg": 84.31915, "loss": 0.51482, "time": 0.65148}
{"mode": "train", "epoch": 30, "iter": 37550, "lr": 5e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.35595, "decode.acc_seg": 85.73054, "aux.loss_ce": 0.16839, "aux.acc_seg": 83.70133, "loss": 0.52433, "time": 0.63462}
{"mode": "train", "epoch": 30, "iter": 37600, "lr": 5e-05, "memory": 43699, "data_time": 0.00821, "decode.loss_ce": 0.34508, "decode.acc_seg": 86.20383, "aux.loss_ce": 0.16309, "aux.acc_seg": 84.4682, "loss": 0.50817, "time": 0.63287}
{"mode": "train", "epoch": 30, "iter": 37650, "lr": 5e-05, "memory": 43699, "data_time": 0.00805, "decode.loss_ce": 0.37585, "decode.acc_seg": 85.15546, "aux.loss_ce": 0.17599, "aux.acc_seg": 83.53188, "loss": 0.55184, "time": 0.62427}
{"mode": "train", "epoch": 30, "iter": 37700, "lr": 5e-05, "memory": 43699, "data_time": 0.00892, "decode.loss_ce": 0.3538, "decode.acc_seg": 85.91103, "aux.loss_ce": 0.16825, "aux.acc_seg": 84.07317, "loss": 0.52205, "time": 0.65193}
{"mode": "train", "epoch": 30, "iter": 37750, "lr": 5e-05, "memory": 43699, "data_time": 0.00824, "decode.loss_ce": 0.32714, "decode.acc_seg": 86.5114, "aux.loss_ce": 0.15822, "aux.acc_seg": 84.58788, "loss": 0.48536, "time": 0.62734}
{"mode": "train", "epoch": 30, "iter": 37800, "lr": 5e-05, "memory": 43699, "data_time": 0.00796, "decode.loss_ce": 0.36748, "decode.acc_seg": 85.1047, "aux.loss_ce": 0.17278, "aux.acc_seg": 83.19629, "loss": 0.54026, "time": 0.63308}
{"mode": "train", "epoch": 30, "iter": 37850, "lr": 5e-05, "memory": 43699, "data_time": 0.00822, "decode.loss_ce": 0.34679, "decode.acc_seg": 85.99981, "aux.loss_ce": 0.16205, "aux.acc_seg": 84.17644, "loss": 0.50884, "time": 0.63291}
{"mode": "train", "epoch": 31, "iter": 37900, "lr": 5e-05, "memory": 43699, "data_time": 0.05642, "decode.loss_ce": 0.3411, "decode.acc_seg": 85.97142, "aux.loss_ce": 0.16413, "aux.acc_seg": 83.94226, "loss": 0.50524, "time": 0.69169}
{"mode": "train", "epoch": 31, "iter": 37950, "lr": 5e-05, "memory": 43699, "data_time": 0.00857, "decode.loss_ce": 0.34372, "decode.acc_seg": 85.95876, "aux.loss_ce": 0.16539, "aux.acc_seg": 83.97507, "loss": 0.50911, "time": 0.62845}
{"mode": "train", "epoch": 31, "iter": 38000, "lr": 5e-05, "memory": 43699, "data_time": 0.00861, "decode.loss_ce": 0.34882, "decode.acc_seg": 86.21805, "aux.loss_ce": 0.16801, "aux.acc_seg": 83.91498, "loss": 0.51684, "time": 0.63388}
{"mode": "train", "epoch": 31, "iter": 38050, "lr": 5e-05, "memory": 43699, "data_time": 0.00844, "decode.loss_ce": 0.34675, "decode.acc_seg": 86.37608, "aux.loss_ce": 0.16407, "aux.acc_seg": 84.35058, "loss": 0.51082, "time": 0.64216}
{"mode": "train", "epoch": 31, "iter": 38100, "lr": 5e-05, "memory": 43699, "data_time": 0.00855, "decode.loss_ce": 0.33615, "decode.acc_seg": 86.5708, "aux.loss_ce": 0.16313, "aux.acc_seg": 84.24659, "loss": 0.49928, "time": 0.62564}
{"mode": "train", "epoch": 31, "iter": 38150, "lr": 5e-05, "memory": 43699, "data_time": 0.00845, "decode.loss_ce": 0.37177, "decode.acc_seg": 85.3792, "aux.loss_ce": 0.18055, "aux.acc_seg": 82.93177, "loss": 0.55233, "time": 0.6266}
{"mode": "train", "epoch": 31, "iter": 38200, "lr": 5e-05, "memory": 43699, "data_time": 0.00875, "decode.loss_ce": 0.34788, "decode.acc_seg": 85.87265, "aux.loss_ce": 0.16588, "aux.acc_seg": 83.85059, "loss": 0.51376, "time": 0.63328}
{"mode": "train", "epoch": 31, "iter": 38250, "lr": 5e-05, "memory": 43699, "data_time": 0.00848, "decode.loss_ce": 0.3496, "decode.acc_seg": 86.23171, "aux.loss_ce": 0.1673, "aux.acc_seg": 84.35707, "loss": 0.5169, "time": 0.64366}
{"mode": "train", "epoch": 31, "iter": 38300, "lr": 5e-05, "memory": 43699, "data_time": 0.00882, "decode.loss_ce": 0.37742, "decode.acc_seg": 85.11371, "aux.loss_ce": 0.17477, "aux.acc_seg": 83.29608, "loss": 0.5522, "time": 0.62648}
{"mode": "train", "epoch": 31, "iter": 38350, "lr": 5e-05, "memory": 43699, "data_time": 0.00866, "decode.loss_ce": 0.35287, "decode.acc_seg": 85.92846, "aux.loss_ce": 0.16574, "aux.acc_seg": 84.13646, "loss": 0.51861, "time": 0.6265}
{"mode": "train", "epoch": 31, "iter": 38400, "lr": 5e-05, "memory": 43699, "data_time": 0.00864, "decode.loss_ce": 0.33221, "decode.acc_seg": 86.61686, "aux.loss_ce": 0.16093, "aux.acc_seg": 84.49914, "loss": 0.49313, "time": 0.63362}
{"mode": "train", "epoch": 31, "iter": 38450, "lr": 5e-05, "memory": 43699, "data_time": 0.00876, "decode.loss_ce": 0.36019, "decode.acc_seg": 85.58777, "aux.loss_ce": 0.17443, "aux.acc_seg": 83.44922, "loss": 0.53462, "time": 0.64356}
{"mode": "train", "epoch": 31, "iter": 38500, "lr": 5e-05, "memory": 43699, "data_time": 0.00875, "decode.loss_ce": 0.36021, "decode.acc_seg": 85.62934, "aux.loss_ce": 0.17219, "aux.acc_seg": 83.50131, "loss": 0.5324, "time": 0.62489}
{"mode": "train", "epoch": 31, "iter": 38550, "lr": 5e-05, "memory": 43699, "data_time": 0.0084, "decode.loss_ce": 0.35398, "decode.acc_seg": 85.56395, "aux.loss_ce": 0.16729, "aux.acc_seg": 83.65859, "loss": 0.52126, "time": 0.64036}
{"mode": "train", "epoch": 31, "iter": 38600, "lr": 5e-05, "memory": 43699, "data_time": 0.00839, "decode.loss_ce": 0.35218, "decode.acc_seg": 86.40352, "aux.loss_ce": 0.16936, "aux.acc_seg": 84.23527, "loss": 0.52154, "time": 0.63287}
{"mode": "train", "epoch": 31, "iter": 38650, "lr": 5e-05, "memory": 43699, "data_time": 0.00844, "decode.loss_ce": 0.3587, "decode.acc_seg": 85.77073, "aux.loss_ce": 0.17278, "aux.acc_seg": 83.54001, "loss": 0.53148, "time": 0.64509}
{"mode": "train", "epoch": 31, "iter": 38700, "lr": 5e-05, "memory": 43699, "data_time": 0.00875, "decode.loss_ce": 0.35886, "decode.acc_seg": 85.70572, "aux.loss_ce": 0.17184, "aux.acc_seg": 83.75371, "loss": 0.5307, "time": 0.62664}
{"mode": "train", "epoch": 31, "iter": 38750, "lr": 5e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.36982, "decode.acc_seg": 85.09768, "aux.loss_ce": 0.17238, "aux.acc_seg": 83.63211, "loss": 0.54219, "time": 0.626}
{"mode": "train", "epoch": 31, "iter": 38800, "lr": 5e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.36744, "decode.acc_seg": 85.30916, "aux.loss_ce": 0.17421, "aux.acc_seg": 83.26108, "loss": 0.54165, "time": 0.63288}
{"mode": "train", "epoch": 31, "iter": 38850, "lr": 5e-05, "memory": 43699, "data_time": 0.00827, "decode.loss_ce": 0.34553, "decode.acc_seg": 85.87564, "aux.loss_ce": 0.16593, "aux.acc_seg": 83.90903, "loss": 0.51147, "time": 0.6447}
{"mode": "train", "epoch": 31, "iter": 38900, "lr": 5e-05, "memory": 43699, "data_time": 0.00834, "decode.loss_ce": 0.34425, "decode.acc_seg": 86.56729, "aux.loss_ce": 0.16502, "aux.acc_seg": 84.38711, "loss": 0.50927, "time": 0.63151}
{"mode": "train", "epoch": 31, "iter": 38950, "lr": 5e-05, "memory": 43699, "data_time": 0.0087, "decode.loss_ce": 0.35843, "decode.acc_seg": 85.7754, "aux.loss_ce": 0.16787, "aux.acc_seg": 83.96354, "loss": 0.5263, "time": 0.6259}
{"mode": "train", "epoch": 31, "iter": 39000, "lr": 5e-05, "memory": 43699, "data_time": 0.00846, "decode.loss_ce": 0.35908, "decode.acc_seg": 85.70773, "aux.loss_ce": 0.17136, "aux.acc_seg": 83.8071, "loss": 0.53044, "time": 0.63397}
{"mode": "train", "epoch": 31, "iter": 39050, "lr": 5e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.34136, "decode.acc_seg": 86.11366, "aux.loss_ce": 0.1648, "aux.acc_seg": 84.16837, "loss": 0.50616, "time": 0.64429}
{"mode": "train", "epoch": 31, "iter": 39100, "lr": 5e-05, "memory": 43699, "data_time": 0.00865, "decode.loss_ce": 0.3523, "decode.acc_seg": 85.84477, "aux.loss_ce": 0.16695, "aux.acc_seg": 84.22784, "loss": 0.51925, "time": 0.62661}
{"mode": "train", "epoch": 31, "iter": 39150, "lr": 5e-05, "memory": 43699, "data_time": 0.00796, "decode.loss_ce": 0.35445, "decode.acc_seg": 85.46744, "aux.loss_ce": 0.1678, "aux.acc_seg": 83.48878, "loss": 0.52226, "time": 0.63233}
{"mode": "train", "epoch": 32, "iter": 39200, "lr": 5e-05, "memory": 43699, "data_time": 0.05418, "decode.loss_ce": 0.33136, "decode.acc_seg": 86.6451, "aux.loss_ce": 0.16129, "aux.acc_seg": 84.37127, "loss": 0.49264, "time": 0.68763}
{"mode": "train", "epoch": 32, "iter": 39250, "lr": 5e-05, "memory": 43699, "data_time": 0.00791, "decode.loss_ce": 0.3358, "decode.acc_seg": 86.34067, "aux.loss_ce": 0.16124, "aux.acc_seg": 84.15566, "loss": 0.49704, "time": 0.64431}
{"mode": "train", "epoch": 32, "iter": 39300, "lr": 5e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.3445, "decode.acc_seg": 86.33577, "aux.loss_ce": 0.16123, "aux.acc_seg": 84.89343, "loss": 0.50573, "time": 0.62465}
{"mode": "train", "epoch": 32, "iter": 39350, "lr": 5e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.33517, "decode.acc_seg": 86.41927, "aux.loss_ce": 0.16037, "aux.acc_seg": 84.37263, "loss": 0.49554, "time": 0.6314}
{"mode": "train", "epoch": 32, "iter": 39400, "lr": 5e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.34679, "decode.acc_seg": 85.84965, "aux.loss_ce": 0.16289, "aux.acc_seg": 84.08153, "loss": 0.50969, "time": 0.63226}
{"mode": "train", "epoch": 32, "iter": 39450, "lr": 5e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.36605, "decode.acc_seg": 85.81776, "aux.loss_ce": 0.17375, "aux.acc_seg": 83.60291, "loss": 0.53981, "time": 0.63928}
{"mode": "train", "epoch": 32, "iter": 39500, "lr": 5e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.34665, "decode.acc_seg": 85.91938, "aux.loss_ce": 0.16647, "aux.acc_seg": 83.65434, "loss": 0.51312, "time": 0.6246}
{"mode": "train", "epoch": 32, "iter": 39550, "lr": 5e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.35126, "decode.acc_seg": 86.23782, "aux.loss_ce": 0.17063, "aux.acc_seg": 84.13689, "loss": 0.5219, "time": 0.63366}
{"mode": "train", "epoch": 32, "iter": 39600, "lr": 5e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.34543, "decode.acc_seg": 86.44906, "aux.loss_ce": 0.16789, "aux.acc_seg": 84.14294, "loss": 0.51331, "time": 0.63181}
{"mode": "train", "epoch": 32, "iter": 39650, "lr": 5e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.32751, "decode.acc_seg": 86.98476, "aux.loss_ce": 0.15947, "aux.acc_seg": 84.53723, "loss": 0.48698, "time": 0.64048}
{"mode": "train", "epoch": 32, "iter": 39700, "lr": 5e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.35537, "decode.acc_seg": 85.53452, "aux.loss_ce": 0.16873, "aux.acc_seg": 83.51018, "loss": 0.5241, "time": 0.62492}
{"mode": "train", "epoch": 32, "iter": 39750, "lr": 5e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.35039, "decode.acc_seg": 85.96894, "aux.loss_ce": 0.16693, "aux.acc_seg": 84.11394, "loss": 0.51732, "time": 0.62979}
{"mode": "train", "epoch": 32, "iter": 39800, "lr": 5e-05, "memory": 43699, "data_time": 0.00687, "decode.loss_ce": 0.35341, "decode.acc_seg": 85.85014, "aux.loss_ce": 0.17229, "aux.acc_seg": 83.66337, "loss": 0.5257, "time": 0.63924}
{"mode": "train", "epoch": 32, "iter": 39850, "lr": 5e-05, "memory": 43699, "data_time": 0.00649, "decode.loss_ce": 0.35432, "decode.acc_seg": 86.11743, "aux.loss_ce": 0.1683, "aux.acc_seg": 84.06114, "loss": 0.52262, "time": 0.63052}
{"mode": "train", "epoch": 32, "iter": 39900, "lr": 5e-05, "memory": 43699, "data_time": 0.00669, "decode.loss_ce": 0.33646, "decode.acc_seg": 86.33136, "aux.loss_ce": 0.15891, "aux.acc_seg": 84.60596, "loss": 0.49537, "time": 0.63032}
{"mode": "train", "epoch": 32, "iter": 39950, "lr": 5e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.349, "decode.acc_seg": 85.86306, "aux.loss_ce": 0.16611, "aux.acc_seg": 83.91676, "loss": 0.51511, "time": 0.62377}
{"mode": "train", "epoch": 32, "iter": 40000, "lr": 5e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.34809, "decode.acc_seg": 86.50992, "aux.loss_ce": 0.16486, "aux.acc_seg": 84.9423, "loss": 0.51295, "time": 0.64963}
{"mode": "train", "epoch": 32, "iter": 40050, "lr": 4e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.35136, "decode.acc_seg": 85.88963, "aux.loss_ce": 0.16521, "aux.acc_seg": 84.29972, "loss": 0.51656, "time": 0.62309}
{"mode": "train", "epoch": 32, "iter": 40100, "lr": 4e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.34785, "decode.acc_seg": 86.19477, "aux.loss_ce": 0.16162, "aux.acc_seg": 84.54004, "loss": 0.50947, "time": 0.63461}
{"mode": "train", "epoch": 32, "iter": 40150, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.34565, "decode.acc_seg": 86.19599, "aux.loss_ce": 0.16531, "aux.acc_seg": 84.01104, "loss": 0.51096, "time": 0.6234}
{"mode": "train", "epoch": 32, "iter": 40200, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.35826, "decode.acc_seg": 85.79916, "aux.loss_ce": 0.16941, "aux.acc_seg": 83.86519, "loss": 0.52767, "time": 0.64596}
{"mode": "train", "epoch": 32, "iter": 40250, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.34214, "decode.acc_seg": 86.40165, "aux.loss_ce": 0.16467, "aux.acc_seg": 84.42593, "loss": 0.50681, "time": 0.62566}
{"mode": "train", "epoch": 32, "iter": 40300, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.33263, "decode.acc_seg": 86.50293, "aux.loss_ce": 0.1612, "aux.acc_seg": 84.14419, "loss": 0.49383, "time": 0.63141}
{"mode": "train", "epoch": 32, "iter": 40350, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.32946, "decode.acc_seg": 86.45716, "aux.loss_ce": 0.15928, "aux.acc_seg": 84.46028, "loss": 0.48874, "time": 0.62262}
{"mode": "train", "epoch": 32, "iter": 40400, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.33471, "decode.acc_seg": 86.55907, "aux.loss_ce": 0.16096, "aux.acc_seg": 84.43603, "loss": 0.49568, "time": 0.64672}
{"mode": "train", "epoch": 33, "iter": 40450, "lr": 4e-05, "memory": 43699, "data_time": 0.05775, "decode.loss_ce": 0.33277, "decode.acc_seg": 86.41521, "aux.loss_ce": 0.16451, "aux.acc_seg": 84.35426, "loss": 0.49728, "time": 0.67376}
{"mode": "train", "epoch": 33, "iter": 40500, "lr": 4e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.34247, "decode.acc_seg": 86.37024, "aux.loss_ce": 0.16472, "aux.acc_seg": 84.37526, "loss": 0.50719, "time": 0.63964}
{"mode": "train", "epoch": 33, "iter": 40550, "lr": 4e-05, "memory": 43699, "data_time": 0.00837, "decode.loss_ce": 0.31393, "decode.acc_seg": 87.27622, "aux.loss_ce": 0.15402, "aux.acc_seg": 84.73017, "loss": 0.46795, "time": 0.62726}
{"mode": "train", "epoch": 33, "iter": 40600, "lr": 4e-05, "memory": 43699, "data_time": 0.00812, "decode.loss_ce": 0.33065, "decode.acc_seg": 86.51167, "aux.loss_ce": 0.16093, "aux.acc_seg": 84.3291, "loss": 0.49158, "time": 0.65331}
{"mode": "train", "epoch": 33, "iter": 40650, "lr": 4e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.33826, "decode.acc_seg": 86.25928, "aux.loss_ce": 0.1589, "aux.acc_seg": 84.32283, "loss": 0.49716, "time": 0.62954}
{"mode": "train", "epoch": 33, "iter": 40700, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.34238, "decode.acc_seg": 86.29703, "aux.loss_ce": 0.16189, "aux.acc_seg": 84.50291, "loss": 0.50426, "time": 0.63165}
{"mode": "train", "epoch": 33, "iter": 40750, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.3458, "decode.acc_seg": 86.44828, "aux.loss_ce": 0.16658, "aux.acc_seg": 84.43592, "loss": 0.51239, "time": 0.62273}
{"mode": "train", "epoch": 33, "iter": 40800, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.33767, "decode.acc_seg": 86.60029, "aux.loss_ce": 0.1649, "aux.acc_seg": 84.16855, "loss": 0.50257, "time": 0.64934}
{"mode": "train", "epoch": 33, "iter": 40850, "lr": 4e-05, "memory": 43699, "data_time": 0.00663, "decode.loss_ce": 0.33043, "decode.acc_seg": 86.42425, "aux.loss_ce": 0.15988, "aux.acc_seg": 84.31363, "loss": 0.4903, "time": 0.62454}
{"mode": "train", "epoch": 33, "iter": 40900, "lr": 4e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.32109, "decode.acc_seg": 87.07634, "aux.loss_ce": 0.1532, "aux.acc_seg": 85.15331, "loss": 0.47429, "time": 0.63104}
{"mode": "train", "epoch": 33, "iter": 40950, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.35079, "decode.acc_seg": 86.04809, "aux.loss_ce": 0.16592, "aux.acc_seg": 83.93, "loss": 0.51671, "time": 0.62267}
{"mode": "train", "epoch": 33, "iter": 41000, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.34518, "decode.acc_seg": 86.29249, "aux.loss_ce": 0.16459, "aux.acc_seg": 84.35021, "loss": 0.50978, "time": 0.64808}
{"mode": "train", "epoch": 33, "iter": 41050, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.35824, "decode.acc_seg": 85.65162, "aux.loss_ce": 0.16766, "aux.acc_seg": 83.96035, "loss": 0.5259, "time": 0.62313}
{"mode": "train", "epoch": 33, "iter": 41100, "lr": 4e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.34536, "decode.acc_seg": 86.54014, "aux.loss_ce": 0.16345, "aux.acc_seg": 84.77817, "loss": 0.50881, "time": 0.63142}
{"mode": "train", "epoch": 33, "iter": 41150, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.34367, "decode.acc_seg": 85.92632, "aux.loss_ce": 0.16594, "aux.acc_seg": 83.91148, "loss": 0.5096, "time": 0.62307}
{"mode": "train", "epoch": 33, "iter": 41200, "lr": 4e-05, "memory": 43699, "data_time": 0.00788, "decode.loss_ce": 0.35879, "decode.acc_seg": 85.80593, "aux.loss_ce": 0.17143, "aux.acc_seg": 83.83559, "loss": 0.53023, "time": 0.64686}
{"mode": "train", "epoch": 33, "iter": 41250, "lr": 4e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.36248, "decode.acc_seg": 85.72146, "aux.loss_ce": 0.17216, "aux.acc_seg": 83.5175, "loss": 0.53463, "time": 0.62457}
{"mode": "train", "epoch": 33, "iter": 41300, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.35409, "decode.acc_seg": 86.23619, "aux.loss_ce": 0.16707, "aux.acc_seg": 84.16022, "loss": 0.52116, "time": 0.63104}
{"mode": "train", "epoch": 33, "iter": 41350, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.34791, "decode.acc_seg": 86.14272, "aux.loss_ce": 0.17161, "aux.acc_seg": 83.74653, "loss": 0.51952, "time": 0.62251}
{"mode": "train", "epoch": 33, "iter": 41400, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.34382, "decode.acc_seg": 86.45499, "aux.loss_ce": 0.15985, "aux.acc_seg": 84.87085, "loss": 0.50367, "time": 0.6466}
{"mode": "train", "epoch": 33, "iter": 41450, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.36639, "decode.acc_seg": 85.45106, "aux.loss_ce": 0.17544, "aux.acc_seg": 83.19431, "loss": 0.54184, "time": 0.62411}
{"mode": "train", "epoch": 33, "iter": 41500, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.33299, "decode.acc_seg": 86.77672, "aux.loss_ce": 0.16086, "aux.acc_seg": 84.66746, "loss": 0.49384, "time": 0.63125}
{"mode": "train", "epoch": 33, "iter": 41550, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.32464, "decode.acc_seg": 86.55699, "aux.loss_ce": 0.15555, "aux.acc_seg": 84.5244, "loss": 0.48019, "time": 0.62285}
{"mode": "train", "epoch": 33, "iter": 41600, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.35202, "decode.acc_seg": 86.29238, "aux.loss_ce": 0.16793, "aux.acc_seg": 84.46797, "loss": 0.51995, "time": 0.63841}
{"mode": "train", "epoch": 33, "iter": 41650, "lr": 4e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.33522, "decode.acc_seg": 86.5251, "aux.loss_ce": 0.15936, "aux.acc_seg": 84.61894, "loss": 0.49458, "time": 0.62625}
{"mode": "train", "epoch": 34, "iter": 41700, "lr": 4e-05, "memory": 43699, "data_time": 0.05375, "decode.loss_ce": 0.337, "decode.acc_seg": 86.32327, "aux.loss_ce": 0.16074, "aux.acc_seg": 84.39923, "loss": 0.49774, "time": 0.68263}
{"mode": "train", "epoch": 34, "iter": 41750, "lr": 4e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.32344, "decode.acc_seg": 86.87826, "aux.loss_ce": 0.15626, "aux.acc_seg": 85.13671, "loss": 0.47971, "time": 0.63283}
{"mode": "train", "epoch": 34, "iter": 41800, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.35748, "decode.acc_seg": 85.20393, "aux.loss_ce": 0.17588, "aux.acc_seg": 83.02865, "loss": 0.53336, "time": 0.63961}
{"mode": "train", "epoch": 34, "iter": 41850, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.35004, "decode.acc_seg": 86.26187, "aux.loss_ce": 0.16756, "aux.acc_seg": 84.20645, "loss": 0.5176, "time": 0.62337}
{"mode": "train", "epoch": 34, "iter": 41900, "lr": 4e-05, "memory": 43699, "data_time": 0.00669, "decode.loss_ce": 0.33382, "decode.acc_seg": 86.84111, "aux.loss_ce": 0.15821, "aux.acc_seg": 85.01095, "loss": 0.49203, "time": 0.63142}
{"mode": "train", "epoch": 34, "iter": 41950, "lr": 4e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.31254, "decode.acc_seg": 87.22735, "aux.loss_ce": 0.15045, "aux.acc_seg": 85.29453, "loss": 0.46299, "time": 0.64676}
{"mode": "train", "epoch": 34, "iter": 42000, "lr": 4e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.32117, "decode.acc_seg": 86.8794, "aux.loss_ce": 0.15322, "aux.acc_seg": 85.08551, "loss": 0.4744, "time": 0.63189}
{"mode": "train", "epoch": 34, "iter": 42050, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.36062, "decode.acc_seg": 85.79778, "aux.loss_ce": 0.17209, "aux.acc_seg": 83.8383, "loss": 0.53271, "time": 0.62636}
{"mode": "train", "epoch": 34, "iter": 42100, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.33672, "decode.acc_seg": 86.41802, "aux.loss_ce": 0.15909, "aux.acc_seg": 84.55724, "loss": 0.49581, "time": 0.63157}
{"mode": "train", "epoch": 34, "iter": 42150, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.34188, "decode.acc_seg": 86.32906, "aux.loss_ce": 0.16206, "aux.acc_seg": 84.46656, "loss": 0.50394, "time": 0.64526}
{"mode": "train", "epoch": 34, "iter": 42200, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.34427, "decode.acc_seg": 86.09048, "aux.loss_ce": 0.16357, "aux.acc_seg": 84.28313, "loss": 0.50785, "time": 0.62321}
{"mode": "train", "epoch": 34, "iter": 42250, "lr": 4e-05, "memory": 43699, "data_time": 0.00658, "decode.loss_ce": 0.33179, "decode.acc_seg": 86.97673, "aux.loss_ce": 0.15624, "aux.acc_seg": 85.27039, "loss": 0.48804, "time": 0.62284}
{"mode": "train", "epoch": 34, "iter": 42300, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.32408, "decode.acc_seg": 87.13119, "aux.loss_ce": 0.15666, "aux.acc_seg": 84.95266, "loss": 0.48074, "time": 0.63076}
{"mode": "train", "epoch": 34, "iter": 42350, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.3518, "decode.acc_seg": 86.07286, "aux.loss_ce": 0.17006, "aux.acc_seg": 83.82786, "loss": 0.52186, "time": 0.64502}
{"mode": "train", "epoch": 34, "iter": 42400, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.33903, "decode.acc_seg": 86.4313, "aux.loss_ce": 0.16309, "aux.acc_seg": 84.35259, "loss": 0.50211, "time": 0.62375}
{"mode": "train", "epoch": 34, "iter": 42450, "lr": 4e-05, "memory": 43699, "data_time": 0.00655, "decode.loss_ce": 0.32258, "decode.acc_seg": 86.8748, "aux.loss_ce": 0.15585, "aux.acc_seg": 84.86021, "loss": 0.47843, "time": 0.62295}
{"mode": "train", "epoch": 34, "iter": 42500, "lr": 4e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.33931, "decode.acc_seg": 86.27781, "aux.loss_ce": 0.1616, "aux.acc_seg": 84.54381, "loss": 0.50091, "time": 0.63236}
{"mode": "train", "epoch": 34, "iter": 42550, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.31905, "decode.acc_seg": 87.38295, "aux.loss_ce": 0.15403, "aux.acc_seg": 85.66435, "loss": 0.47308, "time": 0.64598}
{"mode": "train", "epoch": 34, "iter": 42600, "lr": 4e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.37229, "decode.acc_seg": 85.71166, "aux.loss_ce": 0.17372, "aux.acc_seg": 83.86799, "loss": 0.546, "time": 0.61766}
{"mode": "train", "epoch": 34, "iter": 42650, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.34581, "decode.acc_seg": 86.30229, "aux.loss_ce": 0.16813, "aux.acc_seg": 84.27441, "loss": 0.51393, "time": 0.62351}
{"mode": "train", "epoch": 34, "iter": 42700, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.35396, "decode.acc_seg": 85.74912, "aux.loss_ce": 0.16864, "aux.acc_seg": 83.84732, "loss": 0.5226, "time": 0.632}
{"mode": "train", "epoch": 34, "iter": 42750, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.34541, "decode.acc_seg": 86.05498, "aux.loss_ce": 0.16494, "aux.acc_seg": 83.94817, "loss": 0.51036, "time": 0.64614}
{"mode": "train", "epoch": 34, "iter": 42800, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.33893, "decode.acc_seg": 86.16542, "aux.loss_ce": 0.1644, "aux.acc_seg": 84.00678, "loss": 0.50333, "time": 0.61557}
{"mode": "train", "epoch": 34, "iter": 42850, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.35249, "decode.acc_seg": 86.15096, "aux.loss_ce": 0.16857, "aux.acc_seg": 83.95203, "loss": 0.52106, "time": 0.63085}
{"mode": "train", "epoch": 34, "iter": 42900, "lr": 4e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.34069, "decode.acc_seg": 86.1201, "aux.loss_ce": 0.16101, "aux.acc_seg": 84.29997, "loss": 0.5017, "time": 0.63191}
{"mode": "train", "epoch": 35, "iter": 42950, "lr": 4e-05, "memory": 43699, "data_time": 0.05525, "decode.loss_ce": 0.33346, "decode.acc_seg": 86.65451, "aux.loss_ce": 0.15959, "aux.acc_seg": 84.75728, "loss": 0.49304, "time": 0.69653}
{"mode": "train", "epoch": 35, "iter": 43000, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.31339, "decode.acc_seg": 87.35565, "aux.loss_ce": 0.15351, "aux.acc_seg": 85.11409, "loss": 0.46691, "time": 0.61618}
{"mode": "train", "epoch": 35, "iter": 43050, "lr": 4e-05, "memory": 43699, "data_time": 0.00663, "decode.loss_ce": 0.33813, "decode.acc_seg": 86.1568, "aux.loss_ce": 0.16273, "aux.acc_seg": 84.06926, "loss": 0.50086, "time": 0.62361}
{"mode": "train", "epoch": 35, "iter": 43100, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.31969, "decode.acc_seg": 87.1323, "aux.loss_ce": 0.15688, "aux.acc_seg": 84.9457, "loss": 0.47657, "time": 0.63077}
{"mode": "train", "epoch": 35, "iter": 43150, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.32089, "decode.acc_seg": 87.22511, "aux.loss_ce": 0.15533, "aux.acc_seg": 85.21427, "loss": 0.47622, "time": 0.63167}
{"mode": "train", "epoch": 35, "iter": 43200, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.34362, "decode.acc_seg": 86.1283, "aux.loss_ce": 0.16387, "aux.acc_seg": 84.3178, "loss": 0.50749, "time": 0.62284}
{"mode": "train", "epoch": 35, "iter": 43250, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.2996, "decode.acc_seg": 87.98086, "aux.loss_ce": 0.14607, "aux.acc_seg": 85.90433, "loss": 0.44567, "time": 0.62239}
{"mode": "train", "epoch": 35, "iter": 43300, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.31478, "decode.acc_seg": 87.0463, "aux.loss_ce": 0.15001, "aux.acc_seg": 85.51436, "loss": 0.4648, "time": 0.63053}
{"mode": "train", "epoch": 35, "iter": 43350, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.31924, "decode.acc_seg": 86.91401, "aux.loss_ce": 0.15166, "aux.acc_seg": 85.11798, "loss": 0.4709, "time": 0.63003}
{"mode": "train", "epoch": 35, "iter": 43400, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.32503, "decode.acc_seg": 86.70505, "aux.loss_ce": 0.15862, "aux.acc_seg": 84.61866, "loss": 0.48364, "time": 0.61552}
{"mode": "train", "epoch": 35, "iter": 43450, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.32259, "decode.acc_seg": 86.99303, "aux.loss_ce": 0.15643, "aux.acc_seg": 84.87842, "loss": 0.47901, "time": 0.6321}
{"mode": "train", "epoch": 35, "iter": 43500, "lr": 4e-05, "memory": 43699, "data_time": 0.00668, "decode.loss_ce": 0.31583, "decode.acc_seg": 86.91407, "aux.loss_ce": 0.15408, "aux.acc_seg": 84.79183, "loss": 0.4699, "time": 0.62975}
{"mode": "train", "epoch": 35, "iter": 43550, "lr": 4e-05, "memory": 43699, "data_time": 0.00646, "decode.loss_ce": 0.33175, "decode.acc_seg": 86.65299, "aux.loss_ce": 0.15578, "aux.acc_seg": 84.86839, "loss": 0.48752, "time": 0.63043}
{"mode": "train", "epoch": 35, "iter": 43600, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.32815, "decode.acc_seg": 86.56647, "aux.loss_ce": 0.15557, "aux.acc_seg": 84.93547, "loss": 0.48372, "time": 0.62987}
{"mode": "train", "epoch": 35, "iter": 43650, "lr": 4e-05, "memory": 43699, "data_time": 0.00647, "decode.loss_ce": 0.35716, "decode.acc_seg": 85.92376, "aux.loss_ce": 0.17205, "aux.acc_seg": 83.60318, "loss": 0.52921, "time": 0.63855}
{"mode": "train", "epoch": 35, "iter": 43700, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.33723, "decode.acc_seg": 86.74888, "aux.loss_ce": 0.15882, "aux.acc_seg": 85.09666, "loss": 0.49605, "time": 0.63082}
{"mode": "train", "epoch": 35, "iter": 43750, "lr": 4e-05, "memory": 43699, "data_time": 0.0065, "decode.loss_ce": 0.33399, "decode.acc_seg": 86.45254, "aux.loss_ce": 0.1602, "aux.acc_seg": 84.30379, "loss": 0.49419, "time": 0.62242}
{"mode": "train", "epoch": 35, "iter": 43800, "lr": 4e-05, "memory": 43699, "data_time": 0.00647, "decode.loss_ce": 0.32773, "decode.acc_seg": 86.3039, "aux.loss_ce": 0.15819, "aux.acc_seg": 84.45961, "loss": 0.48592, "time": 0.61564}
{"mode": "train", "epoch": 35, "iter": 43850, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.34457, "decode.acc_seg": 85.86656, "aux.loss_ce": 0.16665, "aux.acc_seg": 83.89623, "loss": 0.51123, "time": 0.6386}
{"mode": "train", "epoch": 35, "iter": 43900, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.34481, "decode.acc_seg": 86.23393, "aux.loss_ce": 0.16675, "aux.acc_seg": 84.12048, "loss": 0.51157, "time": 0.63785}
{"mode": "train", "epoch": 35, "iter": 43950, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.30272, "decode.acc_seg": 87.77213, "aux.loss_ce": 0.146, "aux.acc_seg": 86.01302, "loss": 0.44872, "time": 0.6316}
{"mode": "train", "epoch": 35, "iter": 44000, "lr": 4e-05, "memory": 43699, "data_time": 0.00653, "decode.loss_ce": 0.3405, "decode.acc_seg": 86.36459, "aux.loss_ce": 0.16591, "aux.acc_seg": 84.35968, "loss": 0.50641, "time": 0.61596}
{"mode": "train", "epoch": 35, "iter": 44050, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.35523, "decode.acc_seg": 85.97486, "aux.loss_ce": 0.16919, "aux.acc_seg": 83.89622, "loss": 0.52441, "time": 0.63834}
{"mode": "train", "epoch": 35, "iter": 44100, "lr": 4e-05, "memory": 43699, "data_time": 0.00658, "decode.loss_ce": 0.34492, "decode.acc_seg": 85.99363, "aux.loss_ce": 0.166, "aux.acc_seg": 83.74579, "loss": 0.51093, "time": 0.63815}
{"mode": "train", "epoch": 35, "iter": 44150, "lr": 4e-05, "memory": 43699, "data_time": 0.0066, "decode.loss_ce": 0.3278, "decode.acc_seg": 87.17983, "aux.loss_ce": 0.15902, "aux.acc_seg": 84.8977, "loss": 0.48682, "time": 0.61359}
{"mode": "train", "epoch": 35, "iter": 44200, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.3312, "decode.acc_seg": 86.20409, "aux.loss_ce": 0.15883, "aux.acc_seg": 84.24222, "loss": 0.49002, "time": 0.63031}
{"mode": "train", "epoch": 36, "iter": 44250, "lr": 4e-05, "memory": 43699, "data_time": 0.05139, "decode.loss_ce": 0.32402, "decode.acc_seg": 87.04204, "aux.loss_ce": 0.15923, "aux.acc_seg": 84.8178, "loss": 0.48325, "time": 0.68986}
{"mode": "train", "epoch": 36, "iter": 44300, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.31575, "decode.acc_seg": 87.30267, "aux.loss_ce": 0.15559, "aux.acc_seg": 85.19858, "loss": 0.47133, "time": 0.6368}
{"mode": "train", "epoch": 36, "iter": 44350, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.32824, "decode.acc_seg": 86.99802, "aux.loss_ce": 0.1569, "aux.acc_seg": 85.02266, "loss": 0.48514, "time": 0.6157}
{"mode": "train", "epoch": 36, "iter": 44400, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.31789, "decode.acc_seg": 86.91128, "aux.loss_ce": 0.15323, "aux.acc_seg": 85.14585, "loss": 0.47112, "time": 0.63148}
{"mode": "train", "epoch": 36, "iter": 44450, "lr": 4e-05, "memory": 43699, "data_time": 0.00658, "decode.loss_ce": 0.33629, "decode.acc_seg": 86.63618, "aux.loss_ce": 0.16198, "aux.acc_seg": 84.63945, "loss": 0.49827, "time": 0.63764}
{"mode": "train", "epoch": 36, "iter": 44500, "lr": 4e-05, "memory": 43699, "data_time": 0.00643, "decode.loss_ce": 0.3361, "decode.acc_seg": 86.40639, "aux.loss_ce": 0.16016, "aux.acc_seg": 84.43973, "loss": 0.49626, "time": 0.63009}
{"mode": "train", "epoch": 36, "iter": 44550, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.34954, "decode.acc_seg": 86.46154, "aux.loss_ce": 0.1663, "aux.acc_seg": 84.40226, "loss": 0.51584, "time": 0.61477}
{"mode": "train", "epoch": 36, "iter": 44600, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.32032, "decode.acc_seg": 87.14954, "aux.loss_ce": 0.15671, "aux.acc_seg": 85.01937, "loss": 0.47702, "time": 0.63085}
{"mode": "train", "epoch": 36, "iter": 44650, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.33328, "decode.acc_seg": 86.70459, "aux.loss_ce": 0.16175, "aux.acc_seg": 84.80187, "loss": 0.49503, "time": 0.63933}
{"mode": "train", "epoch": 36, "iter": 44700, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.3113, "decode.acc_seg": 87.30587, "aux.loss_ce": 0.1505, "aux.acc_seg": 85.30017, "loss": 0.4618, "time": 0.62978}
{"mode": "train", "epoch": 36, "iter": 44750, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.33264, "decode.acc_seg": 86.87383, "aux.loss_ce": 0.15664, "aux.acc_seg": 85.21646, "loss": 0.48927, "time": 0.61663}
{"mode": "train", "epoch": 36, "iter": 44800, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.34417, "decode.acc_seg": 86.05745, "aux.loss_ce": 0.16587, "aux.acc_seg": 84.04442, "loss": 0.51004, "time": 0.63259}
{"mode": "train", "epoch": 36, "iter": 44850, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.31858, "decode.acc_seg": 87.02567, "aux.loss_ce": 0.15321, "aux.acc_seg": 84.97209, "loss": 0.47179, "time": 0.6458}
{"mode": "train", "epoch": 36, "iter": 44900, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.31781, "decode.acc_seg": 86.78419, "aux.loss_ce": 0.15466, "aux.acc_seg": 84.61691, "loss": 0.47246, "time": 0.62996}
{"mode": "train", "epoch": 36, "iter": 44950, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.33304, "decode.acc_seg": 86.28811, "aux.loss_ce": 0.16497, "aux.acc_seg": 83.90402, "loss": 0.49801, "time": 0.62334}
{"mode": "train", "epoch": 36, "iter": 45000, "lr": 4e-05, "memory": 43699, "data_time": 0.0065, "decode.loss_ce": 0.31252, "decode.acc_seg": 86.86776, "aux.loss_ce": 0.15061, "aux.acc_seg": 85.01478, "loss": 0.46313, "time": 0.63078}
{"mode": "train", "epoch": 36, "iter": 45050, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.32189, "decode.acc_seg": 86.78241, "aux.loss_ce": 0.15283, "aux.acc_seg": 85.03857, "loss": 0.47472, "time": 0.62939}
{"mode": "train", "epoch": 36, "iter": 45100, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.34181, "decode.acc_seg": 86.37208, "aux.loss_ce": 0.16439, "aux.acc_seg": 84.2609, "loss": 0.50619, "time": 0.62983}
{"mode": "train", "epoch": 36, "iter": 45150, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.32481, "decode.acc_seg": 86.95871, "aux.loss_ce": 0.15737, "aux.acc_seg": 84.85934, "loss": 0.48218, "time": 0.62319}
{"mode": "train", "epoch": 36, "iter": 45200, "lr": 4e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.32915, "decode.acc_seg": 86.65866, "aux.loss_ce": 0.16027, "aux.acc_seg": 84.57891, "loss": 0.48943, "time": 0.63199}
{"mode": "train", "epoch": 36, "iter": 45250, "lr": 4e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.31918, "decode.acc_seg": 86.96749, "aux.loss_ce": 0.15564, "aux.acc_seg": 84.95891, "loss": 0.47481, "time": 0.62318}
{"mode": "train", "epoch": 36, "iter": 45300, "lr": 4e-05, "memory": 43699, "data_time": 0.00646, "decode.loss_ce": 0.3096, "decode.acc_seg": 87.49653, "aux.loss_ce": 0.15047, "aux.acc_seg": 85.4835, "loss": 0.46006, "time": 0.63289}
{"mode": "train", "epoch": 36, "iter": 45350, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.31866, "decode.acc_seg": 86.93011, "aux.loss_ce": 0.15369, "aux.acc_seg": 85.098, "loss": 0.47235, "time": 0.62285}
{"mode": "train", "epoch": 36, "iter": 45400, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.33316, "decode.acc_seg": 86.35741, "aux.loss_ce": 0.16053, "aux.acc_seg": 84.30761, "loss": 0.49369, "time": 0.63266}
{"mode": "train", "epoch": 36, "iter": 45450, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.35138, "decode.acc_seg": 85.85956, "aux.loss_ce": 0.16997, "aux.acc_seg": 83.75684, "loss": 0.52135, "time": 0.63008}
{"mode": "train", "epoch": 37, "iter": 45500, "lr": 4e-05, "memory": 43699, "data_time": 0.06091, "decode.loss_ce": 0.31227, "decode.acc_seg": 87.24808, "aux.loss_ce": 0.15102, "aux.acc_seg": 85.15213, "loss": 0.46329, "time": 0.68559}
{"mode": "train", "epoch": 37, "iter": 45550, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.32753, "decode.acc_seg": 86.73068, "aux.loss_ce": 0.15724, "aux.acc_seg": 84.7544, "loss": 0.48476, "time": 0.62359}
{"mode": "train", "epoch": 37, "iter": 45600, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.32843, "decode.acc_seg": 86.64599, "aux.loss_ce": 0.1614, "aux.acc_seg": 84.50537, "loss": 0.48983, "time": 0.63176}
{"mode": "train", "epoch": 37, "iter": 45650, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.31726, "decode.acc_seg": 87.48524, "aux.loss_ce": 0.15315, "aux.acc_seg": 85.37445, "loss": 0.4704, "time": 0.64606}
{"mode": "train", "epoch": 37, "iter": 45700, "lr": 4e-05, "memory": 43699, "data_time": 0.00651, "decode.loss_ce": 0.33516, "decode.acc_seg": 86.36322, "aux.loss_ce": 0.16609, "aux.acc_seg": 84.24264, "loss": 0.50124, "time": 0.62279}
{"mode": "train", "epoch": 37, "iter": 45750, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.31691, "decode.acc_seg": 87.14069, "aux.loss_ce": 0.15489, "aux.acc_seg": 84.97842, "loss": 0.4718, "time": 0.62416}
{"mode": "train", "epoch": 37, "iter": 45800, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.31747, "decode.acc_seg": 87.16648, "aux.loss_ce": 0.15335, "aux.acc_seg": 85.04028, "loss": 0.47081, "time": 0.63156}
{"mode": "train", "epoch": 37, "iter": 45850, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.33731, "decode.acc_seg": 86.69236, "aux.loss_ce": 0.16066, "aux.acc_seg": 84.85071, "loss": 0.49797, "time": 0.64537}
{"mode": "train", "epoch": 37, "iter": 45900, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.3089, "decode.acc_seg": 87.6387, "aux.loss_ce": 0.14956, "aux.acc_seg": 85.59635, "loss": 0.45846, "time": 0.61509}
{"mode": "train", "epoch": 37, "iter": 45950, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.32889, "decode.acc_seg": 86.73859, "aux.loss_ce": 0.15867, "aux.acc_seg": 84.79428, "loss": 0.48756, "time": 0.62262}
{"mode": "train", "epoch": 37, "iter": 46000, "lr": 4e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.32917, "decode.acc_seg": 87.0361, "aux.loss_ce": 0.16082, "aux.acc_seg": 84.61329, "loss": 0.48999, "time": 0.63731}
{"mode": "train", "epoch": 37, "iter": 46050, "lr": 4e-05, "memory": 43699, "data_time": 0.0066, "decode.loss_ce": 0.30771, "decode.acc_seg": 87.23815, "aux.loss_ce": 0.14817, "aux.acc_seg": 85.34117, "loss": 0.45588, "time": 0.64478}
{"mode": "train", "epoch": 37, "iter": 46100, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.34849, "decode.acc_seg": 86.55092, "aux.loss_ce": 0.16706, "aux.acc_seg": 84.47854, "loss": 0.51556, "time": 0.61605}
{"mode": "train", "epoch": 37, "iter": 46150, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.31038, "decode.acc_seg": 87.42155, "aux.loss_ce": 0.14885, "aux.acc_seg": 85.71795, "loss": 0.45923, "time": 0.62355}
{"mode": "train", "epoch": 37, "iter": 46200, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.33206, "decode.acc_seg": 86.81908, "aux.loss_ce": 0.15939, "aux.acc_seg": 84.92733, "loss": 0.49145, "time": 0.6235}
{"mode": "train", "epoch": 37, "iter": 46250, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.33215, "decode.acc_seg": 86.77871, "aux.loss_ce": 0.15946, "aux.acc_seg": 84.7903, "loss": 0.49162, "time": 0.65239}
{"mode": "train", "epoch": 37, "iter": 46300, "lr": 4e-05, "memory": 43699, "data_time": 0.00658, "decode.loss_ce": 0.31261, "decode.acc_seg": 86.83526, "aux.loss_ce": 0.15186, "aux.acc_seg": 84.91397, "loss": 0.46447, "time": 0.61518}
{"mode": "train", "epoch": 37, "iter": 46350, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.32816, "decode.acc_seg": 86.95127, "aux.loss_ce": 0.1592, "aux.acc_seg": 84.93435, "loss": 0.48736, "time": 0.6233}
{"mode": "train", "epoch": 37, "iter": 46400, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.32185, "decode.acc_seg": 86.80821, "aux.loss_ce": 0.15417, "aux.acc_seg": 84.89356, "loss": 0.47601, "time": 0.63042}
{"mode": "train", "epoch": 37, "iter": 46450, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.33488, "decode.acc_seg": 86.3698, "aux.loss_ce": 0.16167, "aux.acc_seg": 84.1754, "loss": 0.49654, "time": 0.64549}
{"mode": "train", "epoch": 37, "iter": 46500, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.33527, "decode.acc_seg": 86.41754, "aux.loss_ce": 0.15975, "aux.acc_seg": 84.32507, "loss": 0.49501, "time": 0.61584}
{"mode": "train", "epoch": 37, "iter": 46550, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.3078, "decode.acc_seg": 87.57268, "aux.loss_ce": 0.15286, "aux.acc_seg": 85.10059, "loss": 0.46066, "time": 0.62394}
{"mode": "train", "epoch": 37, "iter": 46600, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.34433, "decode.acc_seg": 86.05124, "aux.loss_ce": 0.16575, "aux.acc_seg": 84.0772, "loss": 0.51007, "time": 0.62276}
{"mode": "train", "epoch": 37, "iter": 46650, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.33686, "decode.acc_seg": 86.44715, "aux.loss_ce": 0.15899, "aux.acc_seg": 84.63207, "loss": 0.49585, "time": 0.65506}
{"mode": "train", "epoch": 37, "iter": 46700, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.33646, "decode.acc_seg": 86.70876, "aux.loss_ce": 0.16354, "aux.acc_seg": 84.37682, "loss": 0.50001, "time": 0.61619}
{"mode": "train", "epoch": 38, "iter": 46750, "lr": 4e-05, "memory": 43699, "data_time": 0.04904, "decode.loss_ce": 0.32517, "decode.acc_seg": 87.15439, "aux.loss_ce": 0.15636, "aux.acc_seg": 85.4175, "loss": 0.48153, "time": 0.67245}
{"mode": "train", "epoch": 38, "iter": 46800, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.29776, "decode.acc_seg": 88.28288, "aux.loss_ce": 0.14525, "aux.acc_seg": 85.86845, "loss": 0.44301, "time": 0.63099}
{"mode": "train", "epoch": 38, "iter": 46850, "lr": 4e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.30652, "decode.acc_seg": 87.59932, "aux.loss_ce": 0.14902, "aux.acc_seg": 85.57408, "loss": 0.45554, "time": 0.63921}
{"mode": "train", "epoch": 38, "iter": 46900, "lr": 4e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.32104, "decode.acc_seg": 86.85504, "aux.loss_ce": 0.15511, "aux.acc_seg": 84.86269, "loss": 0.47615, "time": 0.62456}
{"mode": "train", "epoch": 38, "iter": 46950, "lr": 4e-05, "memory": 43699, "data_time": 0.00648, "decode.loss_ce": 0.30245, "decode.acc_seg": 87.92596, "aux.loss_ce": 0.14673, "aux.acc_seg": 86.10449, "loss": 0.44917, "time": 0.61627}
{"mode": "train", "epoch": 38, "iter": 47000, "lr": 4e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.30719, "decode.acc_seg": 87.61925, "aux.loss_ce": 0.14811, "aux.acc_seg": 85.84682, "loss": 0.45529, "time": 0.64586}
{"mode": "train", "epoch": 38, "iter": 47050, "lr": 4e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.30399, "decode.acc_seg": 87.83797, "aux.loss_ce": 0.14866, "aux.acc_seg": 86.01906, "loss": 0.45264, "time": 0.63933}
{"mode": "train", "epoch": 38, "iter": 47100, "lr": 4e-05, "memory": 43699, "data_time": 0.0066, "decode.loss_ce": 0.3341, "decode.acc_seg": 86.35319, "aux.loss_ce": 0.16194, "aux.acc_seg": 84.36829, "loss": 0.49604, "time": 0.62271}
{"mode": "train", "epoch": 38, "iter": 47150, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.32006, "decode.acc_seg": 86.82051, "aux.loss_ce": 0.1565, "aux.acc_seg": 84.6787, "loss": 0.47656, "time": 0.6158}
{"mode": "train", "epoch": 38, "iter": 47200, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.33552, "decode.acc_seg": 86.49517, "aux.loss_ce": 0.16231, "aux.acc_seg": 84.45389, "loss": 0.49783, "time": 0.63016}
{"mode": "train", "epoch": 38, "iter": 47250, "lr": 4e-05, "memory": 43699, "data_time": 0.00655, "decode.loss_ce": 0.33184, "decode.acc_seg": 86.68986, "aux.loss_ce": 0.16119, "aux.acc_seg": 84.37287, "loss": 0.49303, "time": 0.63935}
{"mode": "train", "epoch": 38, "iter": 47300, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.315, "decode.acc_seg": 87.3858, "aux.loss_ce": 0.14813, "aux.acc_seg": 85.72659, "loss": 0.46313, "time": 0.62484}
{"mode": "train", "epoch": 38, "iter": 47350, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.33544, "decode.acc_seg": 86.6554, "aux.loss_ce": 0.16121, "aux.acc_seg": 84.75982, "loss": 0.49665, "time": 0.62427}
{"mode": "train", "epoch": 38, "iter": 47400, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.31854, "decode.acc_seg": 87.14722, "aux.loss_ce": 0.1545, "aux.acc_seg": 84.66754, "loss": 0.47305, "time": 0.62995}
{"mode": "train", "epoch": 38, "iter": 47450, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.3132, "decode.acc_seg": 87.43629, "aux.loss_ce": 0.15047, "aux.acc_seg": 85.1084, "loss": 0.46368, "time": 0.64611}
{"mode": "train", "epoch": 38, "iter": 47500, "lr": 4e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.29862, "decode.acc_seg": 87.71233, "aux.loss_ce": 0.14813, "aux.acc_seg": 85.5588, "loss": 0.44675, "time": 0.62162}
{"mode": "train", "epoch": 38, "iter": 47550, "lr": 4e-05, "memory": 43699, "data_time": 0.00656, "decode.loss_ce": 0.32036, "decode.acc_seg": 87.16911, "aux.loss_ce": 0.15618, "aux.acc_seg": 85.13078, "loss": 0.47654, "time": 0.61438}
{"mode": "train", "epoch": 38, "iter": 47600, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.32876, "decode.acc_seg": 86.81801, "aux.loss_ce": 0.1594, "aux.acc_seg": 84.68142, "loss": 0.48817, "time": 0.64535}
{"mode": "train", "epoch": 38, "iter": 47650, "lr": 4e-05, "memory": 43699, "data_time": 0.00634, "decode.loss_ce": 0.30239, "decode.acc_seg": 87.53057, "aux.loss_ce": 0.14883, "aux.acc_seg": 85.16246, "loss": 0.45122, "time": 0.63884}
{"mode": "train", "epoch": 38, "iter": 47700, "lr": 4e-05, "memory": 43699, "data_time": 0.00651, "decode.loss_ce": 0.32456, "decode.acc_seg": 86.87788, "aux.loss_ce": 0.15795, "aux.acc_seg": 84.6741, "loss": 0.48251, "time": 0.62687}
{"mode": "train", "epoch": 38, "iter": 47750, "lr": 4e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.32615, "decode.acc_seg": 86.79677, "aux.loss_ce": 0.15749, "aux.acc_seg": 84.613, "loss": 0.48364, "time": 0.61696}
{"mode": "train", "epoch": 38, "iter": 47800, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.31297, "decode.acc_seg": 87.08615, "aux.loss_ce": 0.15125, "aux.acc_seg": 85.17032, "loss": 0.46422, "time": 0.65611}
{"mode": "train", "epoch": 38, "iter": 47850, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.33767, "decode.acc_seg": 86.2451, "aux.loss_ce": 0.16345, "aux.acc_seg": 84.21593, "loss": 0.50112, "time": 0.63253}
{"mode": "train", "epoch": 38, "iter": 47900, "lr": 4e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.34987, "decode.acc_seg": 86.04242, "aux.loss_ce": 0.16672, "aux.acc_seg": 84.12164, "loss": 0.51659, "time": 0.62448}
{"mode": "train", "epoch": 38, "iter": 47950, "lr": 4e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.33628, "decode.acc_seg": 86.7618, "aux.loss_ce": 0.1581, "aux.acc_seg": 84.83033, "loss": 0.49438, "time": 0.6164}
{"mode": "train", "epoch": 39, "iter": 48000, "lr": 4e-05, "memory": 43699, "data_time": 0.05117, "decode.loss_ce": 0.33393, "decode.acc_seg": 86.55444, "aux.loss_ce": 0.16205, "aux.acc_seg": 84.42662, "loss": 0.49597, "time": 0.77816}
{"mode": "val", "epoch": 39, "iter": 250, "lr": 4e-05, "aAcc": 0.8311, "mIoU": 0.4971, "mAcc": 0.6362, "IoU.wall": 0.7773, "IoU.building": 0.8308, "IoU.sky": 0.9423, "IoU.floor": 0.8174, "IoU.tree": 0.7523, "IoU.ceiling": 0.8386, "IoU.road": 0.8258, "IoU.bed ": 0.8977, "IoU.windowpane": 0.6163, "IoU.grass": 0.6631, "IoU.cabinet": 0.6127, "IoU.sidewalk": 0.6398, "IoU.person": 0.8262, "IoU.earth": 0.3848, "IoU.door": 0.5319, "IoU.table": 0.5824, "IoU.mountain": 0.5732, "IoU.plant": 0.5378, "IoU.curtain": 0.7252, "IoU.chair": 0.5607, "IoU.car": 0.854, "IoU.water": 0.512, "IoU.painting": 0.721, "IoU.sofa": 0.6455, "IoU.shelf": 0.4367, "IoU.house": 0.4963, "IoU.sea": 0.5996, "IoU.mirror": 0.6689, "IoU.rug": 0.6735, "IoU.field": 0.2788, "IoU.armchair": 0.3989, "IoU.seat": 0.6643, "IoU.fence": 0.4852, "IoU.desk": 0.4861, "IoU.rock": 0.4531, "IoU.wardrobe": 0.447, "IoU.lamp": 0.64, "IoU.bathtub": 0.7778, "IoU.railing": 0.3415, "IoU.cushion": 0.5852, "IoU.base": 0.3933, "IoU.box": 0.2801, "IoU.column": 0.4638, "IoU.signboard": 0.3937, "IoU.chest of drawers": 0.3548, "IoU.counter": 0.3018, "IoU.sand": 0.3755, "IoU.sink": 0.7263, "IoU.skyscraper": 0.5734, "IoU.fireplace": 0.7354, "IoU.refrigerator": 0.7715, "IoU.grandstand": 0.4718, "IoU.path": 0.2216, "IoU.stairs": 0.2734, "IoU.runway": 0.7464, "IoU.case": 0.59, "IoU.pool table": 0.9028, "IoU.pillow": 0.5869, "IoU.screen door": 0.5885, "IoU.stairway": 0.3058, "IoU.river": 0.0921, "IoU.bridge": 0.67, "IoU.bookcase": 0.3687, "IoU.blind": 0.4146, "IoU.coffee table": 0.5351, "IoU.toilet": 0.8444, "IoU.flower": 0.379, "IoU.book": 0.4304, "IoU.hill": 0.0585, "IoU.bench": 0.4303, "IoU.countertop": 0.5474, "IoU.stove": 0.7244, "IoU.palm": 0.5254, "IoU.kitchen island": 0.3496, "IoU.computer": 0.6538, "IoU.swivel chair": 0.5141, "IoU.boat": 0.4294, "IoU.bar": 0.2833, "IoU.arcade machine": 0.8429, "IoU.hovel": 0.4346, "IoU.bus": 0.9226, "IoU.towel": 0.6833, "IoU.light": 0.4975, "IoU.truck": 0.292, "IoU.tower": 0.3354, "IoU.chandelier": 0.6819, "IoU.awning": 0.2956, "IoU.streetlight": 0.2744, "IoU.booth": 0.6819, "IoU.television receiver": 0.7183, "IoU.airplane": 0.6563, "IoU.dirt track": 0.0341, "IoU.apparel": 0.4079, "IoU.pole": 0.2036, "IoU.land": 0.0158, "IoU.bannister": 0.1695, "IoU.escalator": 0.4132, "IoU.ottoman": 0.4817, "IoU.bottle": 0.3889, "IoU.buffet": 0.5514, "IoU.poster": 0.2521, "IoU.stage": 0.101, "IoU.van": 0.4488, "IoU.ship": 0.5641, "IoU.fountain": 0.2718, "IoU.conveyer belt": 0.6773, "IoU.canopy": 0.1481, "IoU.washer": 0.779, "IoU.plaything": 0.3993, "IoU.swimming pool": 0.6921, "IoU.stool": 0.4305, "IoU.barrel": 0.326, "IoU.basket": 0.3933, "IoU.waterfall": 0.528, "IoU.tent": 0.812, "IoU.bag": 0.1881, "IoU.minibike": 0.6514, "IoU.cradle": 0.7687, "IoU.oven": 0.2198, "IoU.ball": 0.4826, "IoU.food": 0.5947, "IoU.step": 0.2148, "IoU.tank": 0.4792, "IoU.trade name": 0.2526, "IoU.microwave": 0.5859, "IoU.pot": 0.4641, "IoU.animal": 0.6949, "IoU.bicycle": 0.5095, "IoU.lake": 0.3827, "IoU.dishwasher": 0.6637, "IoU.screen": 0.5686, "IoU.blanket": 0.1616, "IoU.sculpture": 0.6162, "IoU.hood": 0.5119, "IoU.sconce": 0.4367, "IoU.vase": 0.3689, "IoU.traffic light": 0.2952, "IoU.tray": 0.1003, "IoU.ashcan": 0.4502, "IoU.fan": 0.6074, "IoU.pier": 0.363, "IoU.crt screen": 0.0499, "IoU.plate": 0.547, "IoU.monitor": 0.0764, "IoU.bulletin board": 0.3694, "IoU.shower": 0.0, "IoU.radiator": 0.6595, "IoU.glass": 0.1461, "IoU.clock": 0.4032, "IoU.flag": 0.4699, "Acc.wall": 0.8756, "Acc.building": 0.8955, "Acc.sky": 0.9806, "Acc.floor": 0.8937, "Acc.tree": 0.867, "Acc.ceiling": 0.9242, "Acc.road": 0.9213, "Acc.bed ": 0.9611, "Acc.windowpane": 0.762, "Acc.grass": 0.8096, "Acc.cabinet": 0.7275, "Acc.sidewalk": 0.7307, "Acc.person": 0.9233, "Acc.earth": 0.5481, "Acc.door": 0.741, "Acc.table": 0.7314, "Acc.mountain": 0.7379, "Acc.plant": 0.6412, "Acc.curtain": 0.8996, "Acc.chair": 0.6846, "Acc.car": 0.9395, "Acc.water": 0.6437, "Acc.painting": 0.8923, "Acc.sofa": 0.8283, "Acc.shelf": 0.6292, "Acc.house": 0.7449, "Acc.sea": 0.8385, "Acc.mirror": 0.7566, "Acc.rug": 0.8402, "Acc.field": 0.4339, "Acc.armchair": 0.6161, "Acc.seat": 0.857, "Acc.fence": 0.6818, "Acc.desk": 0.7351, "Acc.rock": 0.6437, "Acc.wardrobe": 0.6542, "Acc.lamp": 0.7555, "Acc.bathtub": 0.835, "Acc.railing": 0.4669, "Acc.cushion": 0.7729, "Acc.base": 0.5612, "Acc.box": 0.3688, "Acc.column": 0.6046, "Acc.signboard": 0.5326, "Acc.chest of drawers": 0.4859, "Acc.counter": 0.3885, "Acc.sand": 0.5881, "Acc.sink": 0.812, "Acc.skyscraper": 0.7645, "Acc.fireplace": 0.9113, "Acc.refrigerator": 0.8662, "Acc.grandstand": 0.7116, "Acc.path": 0.332, "Acc.stairs": 0.3192, "Acc.runway": 0.9407, "Acc.case": 0.7055, "Acc.pool table": 0.9756, "Acc.pillow": 0.6699, "Acc.screen door": 0.7986, "Acc.stairway": 0.4645, "Acc.river": 0.2014, "Acc.bridge": 0.8592, "Acc.bookcase": 0.6272, "Acc.blind": 0.4855, "Acc.coffee table": 0.8502, "Acc.toilet": 0.8964, "Acc.flower": 0.5029, "Acc.book": 0.6486, "Acc.hill": 0.0792, "Acc.bench": 0.5256, "Acc.countertop": 0.6829, "Acc.stove": 0.8344, "Acc.palm": 0.8058, "Acc.kitchen island": 0.6484, "Acc.computer": 0.7951, "Acc.swivel chair": 0.7794, "Acc.boat": 0.5015, "Acc.bar": 0.3979, "Acc.arcade machine": 0.9562, "Acc.hovel": 0.6024, "Acc.bus": 0.9478, "Acc.towel": 0.794, "Acc.light": 0.5547, "Acc.truck": 0.3954, "Acc.tower": 0.5347, "Acc.chandelier": 0.8104, "Acc.awning": 0.4159, "Acc.streetlight": 0.3767, "Acc.booth": 0.7173, "Acc.television receiver": 0.8425, "Acc.airplane": 0.7484, "Acc.dirt track": 0.1866, "Acc.apparel": 0.5705, "Acc.pole": 0.3089, "Acc.land": 0.022, "Acc.bannister": 0.2599, "Acc.escalator": 0.5217, "Acc.ottoman": 0.6456, "Acc.bottle": 0.6319, "Acc.buffet": 0.6881, "Acc.poster": 0.3414, "Acc.stage": 0.1898, "Acc.van": 0.5795, "Acc.ship": 0.8377, "Acc.fountain": 0.2877, "Acc.conveyer belt": 0.9326, "Acc.canopy": 0.2146, "Acc.washer": 0.8112, "Acc.plaything": 0.4658, "Acc.swimming pool": 0.8797, "Acc.stool": 0.5837, "Acc.barrel": 0.8546, "Acc.basket": 0.5298, "Acc.waterfall": 0.6004, "Acc.tent": 0.9911, "Acc.bag": 0.2477, "Acc.minibike": 0.8488, "Acc.cradle": 0.9672, "Acc.oven": 0.5209, "Acc.ball": 0.5868, "Acc.food": 0.716, "Acc.step": 0.3102, "Acc.tank": 0.666, "Acc.trade name": 0.2837, "Acc.microwave": 0.6686, "Acc.pot": 0.5578, "Acc.animal": 0.7624, "Acc.bicycle": 0.7649, "Acc.lake": 0.5815, "Acc.dishwasher": 0.7867, "Acc.screen": 0.9096, "Acc.blanket": 0.1929, "Acc.sculpture": 0.812, "Acc.hood": 0.6893, "Acc.sconce": 0.5763, "Acc.vase": 0.4903, "Acc.traffic light": 0.4854, "Acc.tray": 0.1209, "Acc.ashcan": 0.6032, "Acc.fan": 0.7463, "Acc.pier": 0.6057, "Acc.crt screen": 0.13, "Acc.plate": 0.7147, "Acc.monitor": 0.112, "Acc.bulletin board": 0.5933, "Acc.shower": 0.0, "Acc.radiator": 0.775, "Acc.glass": 0.1589, "Acc.clock": 0.504, "Acc.flag": 0.5619}
{"mode": "train", "epoch": 39, "iter": 48050, "lr": 4e-05, "memory": 43699, "data_time": 1.36546, "decode.loss_ce": 0.3276, "decode.acc_seg": 87.12132, "aux.loss_ce": 0.15629, "aux.acc_seg": 85.12999, "loss": 0.48389, "time": 1.98417}
{"mode": "train", "epoch": 39, "iter": 48100, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.33447, "decode.acc_seg": 86.59657, "aux.loss_ce": 0.16297, "aux.acc_seg": 84.31186, "loss": 0.49744, "time": 0.61813}
{"mode": "train", "epoch": 39, "iter": 48150, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.31612, "decode.acc_seg": 87.46731, "aux.loss_ce": 0.15306, "aux.acc_seg": 85.43336, "loss": 0.46917, "time": 0.61752}
{"mode": "train", "epoch": 39, "iter": 48200, "lr": 4e-05, "memory": 43699, "data_time": 0.00644, "decode.loss_ce": 0.30463, "decode.acc_seg": 87.5542, "aux.loss_ce": 0.14985, "aux.acc_seg": 85.56885, "loss": 0.45448, "time": 0.6259}
{"mode": "train", "epoch": 39, "iter": 48250, "lr": 4e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.31481, "decode.acc_seg": 87.611, "aux.loss_ce": 0.15412, "aux.acc_seg": 85.38556, "loss": 0.46893, "time": 0.64518}
{"mode": "train", "epoch": 39, "iter": 48300, "lr": 4e-05, "memory": 43699, "data_time": 0.00811, "decode.loss_ce": 0.31265, "decode.acc_seg": 87.41964, "aux.loss_ce": 0.15406, "aux.acc_seg": 85.29321, "loss": 0.4667, "time": 0.62514}
{"mode": "train", "epoch": 39, "iter": 48350, "lr": 4e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.31799, "decode.acc_seg": 87.0651, "aux.loss_ce": 0.1513, "aux.acc_seg": 85.26509, "loss": 0.46929, "time": 0.61752}
{"mode": "train", "epoch": 39, "iter": 48400, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.31794, "decode.acc_seg": 86.97227, "aux.loss_ce": 0.15199, "aux.acc_seg": 84.98329, "loss": 0.46993, "time": 0.6312}
{"mode": "train", "epoch": 39, "iter": 48450, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.31595, "decode.acc_seg": 86.89471, "aux.loss_ce": 0.14941, "aux.acc_seg": 85.18578, "loss": 0.46535, "time": 0.63215}
{"mode": "train", "epoch": 39, "iter": 48500, "lr": 4e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.3229, "decode.acc_seg": 86.96661, "aux.loss_ce": 0.16003, "aux.acc_seg": 84.36611, "loss": 0.48293, "time": 0.61709}
{"mode": "train", "epoch": 39, "iter": 48550, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.30521, "decode.acc_seg": 87.18681, "aux.loss_ce": 0.14681, "aux.acc_seg": 85.48528, "loss": 0.45202, "time": 0.63778}
{"mode": "train", "epoch": 39, "iter": 48600, "lr": 4e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.31635, "decode.acc_seg": 87.27988, "aux.loss_ce": 0.15206, "aux.acc_seg": 85.2919, "loss": 0.46841, "time": 0.63241}
{"mode": "train", "epoch": 39, "iter": 48650, "lr": 4e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.333, "decode.acc_seg": 86.92426, "aux.loss_ce": 0.16291, "aux.acc_seg": 84.45654, "loss": 0.49591, "time": 0.63425}
{"mode": "train", "epoch": 39, "iter": 48700, "lr": 4e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.29291, "decode.acc_seg": 87.91967, "aux.loss_ce": 0.14448, "aux.acc_seg": 85.70345, "loss": 0.4374, "time": 0.62422}
{"mode": "train", "epoch": 39, "iter": 48750, "lr": 4e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.31842, "decode.acc_seg": 87.33185, "aux.loss_ce": 0.15488, "aux.acc_seg": 85.14223, "loss": 0.47329, "time": 0.62459}
{"mode": "train", "epoch": 39, "iter": 48800, "lr": 4e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.32543, "decode.acc_seg": 86.89466, "aux.loss_ce": 0.15541, "aux.acc_seg": 85.07, "loss": 0.48084, "time": 0.62546}
{"mode": "train", "epoch": 39, "iter": 48850, "lr": 4e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.3183, "decode.acc_seg": 87.02389, "aux.loss_ce": 0.15371, "aux.acc_seg": 84.99973, "loss": 0.47201, "time": 0.63842}
{"mode": "train", "epoch": 39, "iter": 48900, "lr": 4e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.34583, "decode.acc_seg": 85.94794, "aux.loss_ce": 0.16239, "aux.acc_seg": 84.2345, "loss": 0.50823, "time": 0.65037}
{"mode": "train", "epoch": 39, "iter": 48950, "lr": 4e-05, "memory": 43699, "data_time": 0.00804, "decode.loss_ce": 0.3178, "decode.acc_seg": 86.94397, "aux.loss_ce": 0.15215, "aux.acc_seg": 85.01099, "loss": 0.46995, "time": 0.62404}
{"mode": "train", "epoch": 39, "iter": 49000, "lr": 4e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.30987, "decode.acc_seg": 87.59383, "aux.loss_ce": 0.15057, "aux.acc_seg": 85.66056, "loss": 0.46044, "time": 0.61555}
{"mode": "train", "epoch": 39, "iter": 49050, "lr": 4e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.31709, "decode.acc_seg": 87.43146, "aux.loss_ce": 0.15169, "aux.acc_seg": 85.39677, "loss": 0.46878, "time": 0.63835}
{"mode": "train", "epoch": 39, "iter": 49100, "lr": 4e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.31519, "decode.acc_seg": 87.58712, "aux.loss_ce": 0.15315, "aux.acc_seg": 85.59421, "loss": 0.46834, "time": 0.62382}
{"mode": "train", "epoch": 39, "iter": 49150, "lr": 4e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.33495, "decode.acc_seg": 86.32265, "aux.loss_ce": 0.16546, "aux.acc_seg": 84.29856, "loss": 0.50041, "time": 0.63743}
{"mode": "train", "epoch": 39, "iter": 49200, "lr": 4e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.32779, "decode.acc_seg": 86.85589, "aux.loss_ce": 0.16129, "aux.acc_seg": 84.56167, "loss": 0.48908, "time": 0.61613}
{"mode": "train", "epoch": 39, "iter": 49250, "lr": 4e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.32564, "decode.acc_seg": 86.62471, "aux.loss_ce": 0.15467, "aux.acc_seg": 84.62231, "loss": 0.48031, "time": 0.64705}
{"mode": "train", "epoch": 40, "iter": 49300, "lr": 4e-05, "memory": 43699, "data_time": 0.05376, "decode.loss_ce": 0.30667, "decode.acc_seg": 87.38565, "aux.loss_ce": 0.14977, "aux.acc_seg": 85.33902, "loss": 0.45644, "time": 0.66557}
{"mode": "train", "epoch": 40, "iter": 49350, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.31734, "decode.acc_seg": 87.3867, "aux.loss_ce": 0.15498, "aux.acc_seg": 85.22601, "loss": 0.47232, "time": 0.63913}
{"mode": "train", "epoch": 40, "iter": 49400, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.31943, "decode.acc_seg": 86.89229, "aux.loss_ce": 0.15472, "aux.acc_seg": 85.02661, "loss": 0.47414, "time": 0.62464}
{"mode": "train", "epoch": 40, "iter": 49450, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.31256, "decode.acc_seg": 87.59429, "aux.loss_ce": 0.15191, "aux.acc_seg": 85.54513, "loss": 0.46447, "time": 0.64075}
{"mode": "train", "epoch": 40, "iter": 49500, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.31529, "decode.acc_seg": 86.94961, "aux.loss_ce": 0.15148, "aux.acc_seg": 84.91669, "loss": 0.46676, "time": 0.61483}
{"mode": "train", "epoch": 40, "iter": 49550, "lr": 4e-05, "memory": 43699, "data_time": 0.01389, "decode.loss_ce": 0.3257, "decode.acc_seg": 86.82258, "aux.loss_ce": 0.15768, "aux.acc_seg": 84.83526, "loss": 0.48338, "time": 0.63872}
{"mode": "train", "epoch": 40, "iter": 49600, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.30492, "decode.acc_seg": 88.04187, "aux.loss_ce": 0.1481, "aux.acc_seg": 86.00551, "loss": 0.45302, "time": 0.61645}
{"mode": "train", "epoch": 40, "iter": 49650, "lr": 4e-05, "memory": 43699, "data_time": 0.01482, "decode.loss_ce": 0.29369, "decode.acc_seg": 88.04205, "aux.loss_ce": 0.14375, "aux.acc_seg": 85.85896, "loss": 0.43744, "time": 0.63784}
{"mode": "train", "epoch": 40, "iter": 49700, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.304, "decode.acc_seg": 88.16515, "aux.loss_ce": 0.14846, "aux.acc_seg": 86.08803, "loss": 0.45245, "time": 0.62268}
{"mode": "train", "epoch": 40, "iter": 49750, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.31618, "decode.acc_seg": 87.0231, "aux.loss_ce": 0.15167, "aux.acc_seg": 85.07358, "loss": 0.46785, "time": 0.63789}
{"mode": "train", "epoch": 40, "iter": 49800, "lr": 4e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.32028, "decode.acc_seg": 87.48686, "aux.loss_ce": 0.15445, "aux.acc_seg": 85.26048, "loss": 0.47473, "time": 0.624}
{"mode": "train", "epoch": 40, "iter": 49850, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.31793, "decode.acc_seg": 87.41081, "aux.loss_ce": 0.15274, "aux.acc_seg": 85.68194, "loss": 0.47067, "time": 0.63044}
{"mode": "train", "epoch": 40, "iter": 49900, "lr": 4e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.30734, "decode.acc_seg": 87.29632, "aux.loss_ce": 0.15099, "aux.acc_seg": 85.08256, "loss": 0.45834, "time": 0.63003}
{"mode": "train", "epoch": 40, "iter": 49950, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.31264, "decode.acc_seg": 87.8187, "aux.loss_ce": 0.15202, "aux.acc_seg": 85.7661, "loss": 0.46466, "time": 0.63069}
{"mode": "train", "epoch": 40, "iter": 50000, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.31593, "decode.acc_seg": 86.92792, "aux.loss_ce": 0.15281, "aux.acc_seg": 84.77245, "loss": 0.46874, "time": 0.63795}
{"mode": "train", "epoch": 40, "iter": 50050, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.30992, "decode.acc_seg": 87.28056, "aux.loss_ce": 0.14841, "aux.acc_seg": 85.70005, "loss": 0.45833, "time": 0.62296}
{"mode": "train", "epoch": 40, "iter": 50100, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.32849, "decode.acc_seg": 86.9037, "aux.loss_ce": 0.16114, "aux.acc_seg": 84.68457, "loss": 0.48963, "time": 0.62272}
{"mode": "train", "epoch": 40, "iter": 50150, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.31704, "decode.acc_seg": 87.20777, "aux.loss_ce": 0.15222, "aux.acc_seg": 85.35254, "loss": 0.46926, "time": 0.63006}
{"mode": "train", "epoch": 40, "iter": 50200, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.32493, "decode.acc_seg": 86.85148, "aux.loss_ce": 0.15747, "aux.acc_seg": 84.63959, "loss": 0.4824, "time": 0.6414}
{"mode": "train", "epoch": 40, "iter": 50250, "lr": 4e-05, "memory": 43699, "data_time": 0.01467, "decode.loss_ce": 0.31634, "decode.acc_seg": 87.13783, "aux.loss_ce": 0.1541, "aux.acc_seg": 84.94497, "loss": 0.47043, "time": 0.62988}
{"mode": "train", "epoch": 40, "iter": 50300, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.30123, "decode.acc_seg": 87.47433, "aux.loss_ce": 0.15008, "aux.acc_seg": 85.15575, "loss": 0.45131, "time": 0.63051}
{"mode": "train", "epoch": 40, "iter": 50350, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.31525, "decode.acc_seg": 87.18218, "aux.loss_ce": 0.15153, "aux.acc_seg": 85.20804, "loss": 0.46677, "time": 0.61601}
{"mode": "train", "epoch": 40, "iter": 50400, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.31014, "decode.acc_seg": 87.50035, "aux.loss_ce": 0.15247, "aux.acc_seg": 85.42215, "loss": 0.4626, "time": 0.64534}
{"mode": "train", "epoch": 40, "iter": 50450, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.31708, "decode.acc_seg": 87.08876, "aux.loss_ce": 0.15378, "aux.acc_seg": 85.21054, "loss": 0.47086, "time": 0.61502}
{"mode": "train", "epoch": 40, "iter": 50500, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.31758, "decode.acc_seg": 87.01896, "aux.loss_ce": 0.15334, "aux.acc_seg": 85.17618, "loss": 0.47093, "time": 0.63685}
{"mode": "train", "epoch": 41, "iter": 50550, "lr": 4e-05, "memory": 43699, "data_time": 0.05325, "decode.loss_ce": 0.31448, "decode.acc_seg": 87.60066, "aux.loss_ce": 0.15407, "aux.acc_seg": 85.30783, "loss": 0.46854, "time": 0.66654}
{"mode": "train", "epoch": 41, "iter": 50600, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.3212, "decode.acc_seg": 87.25475, "aux.loss_ce": 0.15582, "aux.acc_seg": 85.22286, "loss": 0.47702, "time": 0.65094}
{"mode": "train", "epoch": 41, "iter": 50650, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.3033, "decode.acc_seg": 87.56127, "aux.loss_ce": 0.14606, "aux.acc_seg": 85.72913, "loss": 0.44937, "time": 0.61635}
{"mode": "train", "epoch": 41, "iter": 50700, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.29745, "decode.acc_seg": 87.6988, "aux.loss_ce": 0.14359, "aux.acc_seg": 85.79449, "loss": 0.44104, "time": 0.6379}
{"mode": "train", "epoch": 41, "iter": 50750, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.31325, "decode.acc_seg": 87.29322, "aux.loss_ce": 0.15268, "aux.acc_seg": 85.35363, "loss": 0.46593, "time": 0.62482}
{"mode": "train", "epoch": 41, "iter": 50800, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.305, "decode.acc_seg": 87.3982, "aux.loss_ce": 0.14478, "aux.acc_seg": 85.83941, "loss": 0.44978, "time": 0.64683}
{"mode": "train", "epoch": 41, "iter": 50850, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.29964, "decode.acc_seg": 87.70083, "aux.loss_ce": 0.14528, "aux.acc_seg": 85.86205, "loss": 0.44492, "time": 0.6146}
{"mode": "train", "epoch": 41, "iter": 50900, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.29718, "decode.acc_seg": 87.84974, "aux.loss_ce": 0.147, "aux.acc_seg": 85.72616, "loss": 0.44418, "time": 0.63797}
{"mode": "train", "epoch": 41, "iter": 50950, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.30391, "decode.acc_seg": 87.77633, "aux.loss_ce": 0.14786, "aux.acc_seg": 85.76268, "loss": 0.45177, "time": 0.61697}
{"mode": "train", "epoch": 41, "iter": 51000, "lr": 4e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.28741, "decode.acc_seg": 88.25247, "aux.loss_ce": 0.13837, "aux.acc_seg": 86.40469, "loss": 0.42579, "time": 0.64755}
{"mode": "train", "epoch": 41, "iter": 51050, "lr": 4e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.32848, "decode.acc_seg": 86.46705, "aux.loss_ce": 0.15784, "aux.acc_seg": 84.65643, "loss": 0.48632, "time": 0.61412}
{"mode": "train", "epoch": 41, "iter": 51100, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.32454, "decode.acc_seg": 86.9532, "aux.loss_ce": 0.15613, "aux.acc_seg": 84.96378, "loss": 0.48067, "time": 0.64412}
{"mode": "train", "epoch": 41, "iter": 51150, "lr": 4e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.30878, "decode.acc_seg": 87.43606, "aux.loss_ce": 0.15088, "aux.acc_seg": 85.59754, "loss": 0.45966, "time": 0.61591}
{"mode": "train", "epoch": 41, "iter": 51200, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.30388, "decode.acc_seg": 87.56784, "aux.loss_ce": 0.1462, "aux.acc_seg": 85.6436, "loss": 0.45008, "time": 0.64534}
{"mode": "train", "epoch": 41, "iter": 51250, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.3024, "decode.acc_seg": 87.04299, "aux.loss_ce": 0.1463, "aux.acc_seg": 85.30619, "loss": 0.4487, "time": 0.6163}
{"mode": "train", "epoch": 41, "iter": 51300, "lr": 4e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.31755, "decode.acc_seg": 87.27117, "aux.loss_ce": 0.15655, "aux.acc_seg": 85.044, "loss": 0.4741, "time": 0.63977}
{"mode": "train", "epoch": 41, "iter": 51350, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.31191, "decode.acc_seg": 87.63768, "aux.loss_ce": 0.15275, "aux.acc_seg": 85.39085, "loss": 0.46466, "time": 0.62296}
{"mode": "train", "epoch": 41, "iter": 51400, "lr": 4e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.29815, "decode.acc_seg": 87.57116, "aux.loss_ce": 0.14633, "aux.acc_seg": 85.56575, "loss": 0.44449, "time": 0.6467}
{"mode": "train", "epoch": 41, "iter": 51450, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.3061, "decode.acc_seg": 87.63529, "aux.loss_ce": 0.14744, "aux.acc_seg": 85.77698, "loss": 0.45354, "time": 0.61578}
{"mode": "train", "epoch": 41, "iter": 51500, "lr": 4e-05, "memory": 43699, "data_time": 0.01383, "decode.loss_ce": 0.3062, "decode.acc_seg": 87.34168, "aux.loss_ce": 0.14785, "aux.acc_seg": 85.35793, "loss": 0.45405, "time": 0.63691}
{"mode": "train", "epoch": 41, "iter": 51550, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.31809, "decode.acc_seg": 87.07615, "aux.loss_ce": 0.15609, "aux.acc_seg": 84.88276, "loss": 0.47418, "time": 0.6229}
{"mode": "train", "epoch": 41, "iter": 51600, "lr": 4e-05, "memory": 43699, "data_time": 0.01445, "decode.loss_ce": 0.29527, "decode.acc_seg": 87.90208, "aux.loss_ce": 0.14394, "aux.acc_seg": 86.09834, "loss": 0.43921, "time": 0.64578}
{"mode": "train", "epoch": 41, "iter": 51650, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.29102, "decode.acc_seg": 87.99606, "aux.loss_ce": 0.14501, "aux.acc_seg": 85.86981, "loss": 0.43602, "time": 0.6232}
{"mode": "train", "epoch": 41, "iter": 51700, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.31015, "decode.acc_seg": 87.69058, "aux.loss_ce": 0.15255, "aux.acc_seg": 85.49294, "loss": 0.46271, "time": 0.63303}
{"mode": "train", "epoch": 41, "iter": 51750, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.32328, "decode.acc_seg": 87.04043, "aux.loss_ce": 0.15996, "aux.acc_seg": 84.64209, "loss": 0.48324, "time": 0.63773}
{"mode": "train", "epoch": 42, "iter": 51800, "lr": 4e-05, "memory": 43699, "data_time": 0.05518, "decode.loss_ce": 0.31622, "decode.acc_seg": 87.61331, "aux.loss_ce": 0.15286, "aux.acc_seg": 85.49751, "loss": 0.46908, "time": 0.68497}
{"mode": "train", "epoch": 42, "iter": 51850, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.30117, "decode.acc_seg": 87.40945, "aux.loss_ce": 0.14512, "aux.acc_seg": 85.56428, "loss": 0.44628, "time": 0.62308}
{"mode": "train", "epoch": 42, "iter": 51900, "lr": 4e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.30305, "decode.acc_seg": 88.1262, "aux.loss_ce": 0.14822, "aux.acc_seg": 85.68952, "loss": 0.45127, "time": 0.63064}
{"mode": "train", "epoch": 42, "iter": 51950, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.30002, "decode.acc_seg": 87.76144, "aux.loss_ce": 0.15086, "aux.acc_seg": 85.46347, "loss": 0.45088, "time": 0.6468}
{"mode": "train", "epoch": 42, "iter": 52000, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.30866, "decode.acc_seg": 87.80404, "aux.loss_ce": 0.15068, "aux.acc_seg": 85.49638, "loss": 0.45934, "time": 0.62395}
{"mode": "train", "epoch": 42, "iter": 52050, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.32821, "decode.acc_seg": 86.60503, "aux.loss_ce": 0.15589, "aux.acc_seg": 84.56062, "loss": 0.4841, "time": 0.62337}
{"mode": "train", "epoch": 42, "iter": 52100, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.29058, "decode.acc_seg": 87.91174, "aux.loss_ce": 0.14391, "aux.acc_seg": 85.80711, "loss": 0.43449, "time": 0.63192}
{"mode": "train", "epoch": 42, "iter": 52150, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.30948, "decode.acc_seg": 87.26511, "aux.loss_ce": 0.15202, "aux.acc_seg": 85.20115, "loss": 0.46149, "time": 0.64603}
{"mode": "train", "epoch": 42, "iter": 52200, "lr": 4e-05, "memory": 43699, "data_time": 0.01446, "decode.loss_ce": 0.30734, "decode.acc_seg": 87.36236, "aux.loss_ce": 0.15074, "aux.acc_seg": 85.06305, "loss": 0.45808, "time": 0.62366}
{"mode": "train", "epoch": 42, "iter": 52250, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.32808, "decode.acc_seg": 86.58516, "aux.loss_ce": 0.15834, "aux.acc_seg": 84.50866, "loss": 0.48642, "time": 0.63027}
{"mode": "train", "epoch": 42, "iter": 52300, "lr": 4e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.30196, "decode.acc_seg": 87.40836, "aux.loss_ce": 0.15038, "aux.acc_seg": 85.29556, "loss": 0.45235, "time": 0.62587}
{"mode": "train", "epoch": 42, "iter": 52350, "lr": 4e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.30033, "decode.acc_seg": 87.63108, "aux.loss_ce": 0.14593, "aux.acc_seg": 85.65437, "loss": 0.44626, "time": 0.65583}
{"mode": "train", "epoch": 42, "iter": 52400, "lr": 4e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.2968, "decode.acc_seg": 88.07074, "aux.loss_ce": 0.14401, "aux.acc_seg": 85.96337, "loss": 0.44081, "time": 0.61683}
{"mode": "train", "epoch": 42, "iter": 52450, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.31066, "decode.acc_seg": 87.47696, "aux.loss_ce": 0.14954, "aux.acc_seg": 85.67571, "loss": 0.4602, "time": 0.63028}
{"mode": "train", "epoch": 42, "iter": 52500, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29341, "decode.acc_seg": 88.16678, "aux.loss_ce": 0.14623, "aux.acc_seg": 86.05434, "loss": 0.43964, "time": 0.62341}
{"mode": "train", "epoch": 42, "iter": 52550, "lr": 4e-05, "memory": 43699, "data_time": 0.00655, "decode.loss_ce": 0.3037, "decode.acc_seg": 87.59304, "aux.loss_ce": 0.14852, "aux.acc_seg": 85.47129, "loss": 0.45223, "time": 0.65255}
{"mode": "train", "epoch": 42, "iter": 52600, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.29534, "decode.acc_seg": 88.19243, "aux.loss_ce": 0.14503, "aux.acc_seg": 85.88473, "loss": 0.44037, "time": 0.61583}
{"mode": "train", "epoch": 42, "iter": 52650, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.30288, "decode.acc_seg": 87.68136, "aux.loss_ce": 0.14932, "aux.acc_seg": 85.64535, "loss": 0.45221, "time": 0.62924}
{"mode": "train", "epoch": 42, "iter": 52700, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.31678, "decode.acc_seg": 87.091, "aux.loss_ce": 0.15224, "aux.acc_seg": 85.08718, "loss": 0.46902, "time": 0.62359}
{"mode": "train", "epoch": 42, "iter": 52750, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.2969, "decode.acc_seg": 87.83145, "aux.loss_ce": 0.1444, "aux.acc_seg": 85.8136, "loss": 0.4413, "time": 0.6534}
{"mode": "train", "epoch": 42, "iter": 52800, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.29514, "decode.acc_seg": 87.89839, "aux.loss_ce": 0.14555, "aux.acc_seg": 85.7587, "loss": 0.4407, "time": 0.61701}
{"mode": "train", "epoch": 42, "iter": 52850, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.30742, "decode.acc_seg": 87.3533, "aux.loss_ce": 0.1515, "aux.acc_seg": 85.4065, "loss": 0.45892, "time": 0.63081}
{"mode": "train", "epoch": 42, "iter": 52900, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.31318, "decode.acc_seg": 87.64106, "aux.loss_ce": 0.15112, "aux.acc_seg": 85.52625, "loss": 0.4643, "time": 0.63091}
{"mode": "train", "epoch": 42, "iter": 52950, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29403, "decode.acc_seg": 87.8023, "aux.loss_ce": 0.14249, "aux.acc_seg": 85.94822, "loss": 0.43651, "time": 0.64639}
{"mode": "train", "epoch": 42, "iter": 53000, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.3107, "decode.acc_seg": 87.17259, "aux.loss_ce": 0.15256, "aux.acc_seg": 84.96962, "loss": 0.46326, "time": 0.61487}
{"mode": "train", "epoch": 43, "iter": 53050, "lr": 4e-05, "memory": 43699, "data_time": 0.05195, "decode.loss_ce": 0.29772, "decode.acc_seg": 87.88532, "aux.loss_ce": 0.14411, "aux.acc_seg": 85.95802, "loss": 0.44184, "time": 0.67916}
{"mode": "train", "epoch": 43, "iter": 53100, "lr": 4e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.29586, "decode.acc_seg": 87.98956, "aux.loss_ce": 0.14591, "aux.acc_seg": 85.92568, "loss": 0.44177, "time": 0.6301}
{"mode": "train", "epoch": 43, "iter": 53150, "lr": 4e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.28841, "decode.acc_seg": 87.80788, "aux.loss_ce": 0.14031, "aux.acc_seg": 85.817, "loss": 0.42872, "time": 0.64719}
{"mode": "train", "epoch": 43, "iter": 53200, "lr": 4e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.29767, "decode.acc_seg": 87.75864, "aux.loss_ce": 0.14453, "aux.acc_seg": 85.83943, "loss": 0.4422, "time": 0.61569}
{"mode": "train", "epoch": 43, "iter": 53250, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.30312, "decode.acc_seg": 87.60885, "aux.loss_ce": 0.14929, "aux.acc_seg": 85.19732, "loss": 0.45241, "time": 0.63073}
{"mode": "train", "epoch": 43, "iter": 53300, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.28445, "decode.acc_seg": 88.30832, "aux.loss_ce": 0.1403, "aux.acc_seg": 86.10091, "loss": 0.42474, "time": 0.63114}
{"mode": "train", "epoch": 43, "iter": 53350, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.29953, "decode.acc_seg": 87.63395, "aux.loss_ce": 0.1482, "aux.acc_seg": 85.50908, "loss": 0.44773, "time": 0.64643}
{"mode": "train", "epoch": 43, "iter": 53400, "lr": 4e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.30314, "decode.acc_seg": 87.57636, "aux.loss_ce": 0.15007, "aux.acc_seg": 85.22025, "loss": 0.45322, "time": 0.61521}
{"mode": "train", "epoch": 43, "iter": 53450, "lr": 4e-05, "memory": 43699, "data_time": 0.0141, "decode.loss_ce": 0.30422, "decode.acc_seg": 87.80393, "aux.loss_ce": 0.14821, "aux.acc_seg": 85.76569, "loss": 0.45242, "time": 0.63096}
{"mode": "train", "epoch": 43, "iter": 53500, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.29891, "decode.acc_seg": 87.99211, "aux.loss_ce": 0.14648, "aux.acc_seg": 85.86803, "loss": 0.44539, "time": 0.62957}
{"mode": "train", "epoch": 43, "iter": 53550, "lr": 4e-05, "memory": 43699, "data_time": 0.01428, "decode.loss_ce": 0.30234, "decode.acc_seg": 87.77295, "aux.loss_ce": 0.1466, "aux.acc_seg": 85.84723, "loss": 0.44894, "time": 0.64489}
{"mode": "train", "epoch": 43, "iter": 53600, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.29023, "decode.acc_seg": 87.94617, "aux.loss_ce": 0.14064, "aux.acc_seg": 85.91615, "loss": 0.43088, "time": 0.62398}
{"mode": "train", "epoch": 43, "iter": 53650, "lr": 4e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.29948, "decode.acc_seg": 88.10526, "aux.loss_ce": 0.14722, "aux.acc_seg": 86.04192, "loss": 0.4467, "time": 0.6234}
{"mode": "train", "epoch": 43, "iter": 53700, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.29332, "decode.acc_seg": 87.87792, "aux.loss_ce": 0.14093, "aux.acc_seg": 86.19116, "loss": 0.43426, "time": 0.64547}
{"mode": "train", "epoch": 43, "iter": 53750, "lr": 4e-05, "memory": 43699, "data_time": 0.00789, "decode.loss_ce": 0.2793, "decode.acc_seg": 88.46319, "aux.loss_ce": 0.13507, "aux.acc_seg": 86.65546, "loss": 0.41437, "time": 0.63201}
{"mode": "train", "epoch": 43, "iter": 53800, "lr": 4e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.31191, "decode.acc_seg": 87.67751, "aux.loss_ce": 0.1543, "aux.acc_seg": 85.35861, "loss": 0.46621, "time": 0.6236}
{"mode": "train", "epoch": 43, "iter": 53850, "lr": 4e-05, "memory": 43699, "data_time": 0.00807, "decode.loss_ce": 0.29687, "decode.acc_seg": 87.80182, "aux.loss_ce": 0.14547, "aux.acc_seg": 85.86787, "loss": 0.44234, "time": 0.62342}
{"mode": "train", "epoch": 43, "iter": 53900, "lr": 4e-05, "memory": 43699, "data_time": 0.00814, "decode.loss_ce": 0.30436, "decode.acc_seg": 88.13365, "aux.loss_ce": 0.14752, "aux.acc_seg": 86.09877, "loss": 0.45188, "time": 0.66618}
{"mode": "train", "epoch": 43, "iter": 53950, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.30769, "decode.acc_seg": 87.40557, "aux.loss_ce": 0.15035, "aux.acc_seg": 85.44221, "loss": 0.45804, "time": 0.62279}
{"mode": "train", "epoch": 43, "iter": 54000, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.3191, "decode.acc_seg": 87.59425, "aux.loss_ce": 0.15197, "aux.acc_seg": 85.66006, "loss": 0.47108, "time": 0.62293}
{"mode": "train", "epoch": 43, "iter": 54050, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.30248, "decode.acc_seg": 87.88249, "aux.loss_ce": 0.14799, "aux.acc_seg": 85.58262, "loss": 0.45047, "time": 0.62212}
{"mode": "train", "epoch": 43, "iter": 54100, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.30472, "decode.acc_seg": 87.55239, "aux.loss_ce": 0.14561, "aux.acc_seg": 85.74949, "loss": 0.45033, "time": 0.65796}
{"mode": "train", "epoch": 43, "iter": 54150, "lr": 4e-05, "memory": 43699, "data_time": 0.01454, "decode.loss_ce": 0.31898, "decode.acc_seg": 87.44393, "aux.loss_ce": 0.15395, "aux.acc_seg": 85.40824, "loss": 0.47293, "time": 0.62316}
{"mode": "train", "epoch": 43, "iter": 54200, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.30064, "decode.acc_seg": 88.05486, "aux.loss_ce": 0.14676, "aux.acc_seg": 85.87249, "loss": 0.4474, "time": 0.63011}
{"mode": "train", "epoch": 43, "iter": 54250, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.298, "decode.acc_seg": 88.02233, "aux.loss_ce": 0.14617, "aux.acc_seg": 85.95075, "loss": 0.44418, "time": 0.61678}
{"mode": "train", "epoch": 43, "iter": 54300, "lr": 4e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.32835, "decode.acc_seg": 86.53925, "aux.loss_ce": 0.15682, "aux.acc_seg": 84.69971, "loss": 0.48517, "time": 0.66146}
{"mode": "train", "epoch": 44, "iter": 54350, "lr": 4e-05, "memory": 43699, "data_time": 0.05425, "decode.loss_ce": 0.302, "decode.acc_seg": 87.78597, "aux.loss_ce": 0.14611, "aux.acc_seg": 85.78863, "loss": 0.4481, "time": 0.66541}
{"mode": "train", "epoch": 44, "iter": 54400, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.29832, "decode.acc_seg": 88.03856, "aux.loss_ce": 0.14466, "aux.acc_seg": 86.08944, "loss": 0.44297, "time": 0.6311}
{"mode": "train", "epoch": 44, "iter": 54450, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.28113, "decode.acc_seg": 88.43676, "aux.loss_ce": 0.1383, "aux.acc_seg": 86.41653, "loss": 0.41943, "time": 0.61595}
{"mode": "train", "epoch": 44, "iter": 54500, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.29358, "decode.acc_seg": 88.06301, "aux.loss_ce": 0.14641, "aux.acc_seg": 85.90084, "loss": 0.43999, "time": 0.65448}
{"mode": "train", "epoch": 44, "iter": 54550, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.31, "decode.acc_seg": 87.79112, "aux.loss_ce": 0.14645, "aux.acc_seg": 86.1579, "loss": 0.45645, "time": 0.61646}
{"mode": "train", "epoch": 44, "iter": 54600, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.3048, "decode.acc_seg": 87.48101, "aux.loss_ce": 0.14864, "aux.acc_seg": 85.63328, "loss": 0.45344, "time": 0.6311}
{"mode": "train", "epoch": 44, "iter": 54650, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.29999, "decode.acc_seg": 87.30158, "aux.loss_ce": 0.14858, "aux.acc_seg": 84.99808, "loss": 0.44858, "time": 0.61762}
{"mode": "train", "epoch": 44, "iter": 54700, "lr": 4e-05, "memory": 43699, "data_time": 0.00669, "decode.loss_ce": 0.29692, "decode.acc_seg": 88.22926, "aux.loss_ce": 0.14432, "aux.acc_seg": 86.10662, "loss": 0.44124, "time": 0.66179}
{"mode": "train", "epoch": 44, "iter": 54750, "lr": 4e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.29354, "decode.acc_seg": 88.05003, "aux.loss_ce": 0.14288, "aux.acc_seg": 86.18427, "loss": 0.43642, "time": 0.61562}
{"mode": "train", "epoch": 44, "iter": 54800, "lr": 4e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.30605, "decode.acc_seg": 88.00469, "aux.loss_ce": 0.1527, "aux.acc_seg": 85.4308, "loss": 0.45876, "time": 0.63068}
{"mode": "train", "epoch": 44, "iter": 54850, "lr": 4e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.29521, "decode.acc_seg": 87.47863, "aux.loss_ce": 0.14511, "aux.acc_seg": 85.3528, "loss": 0.44033, "time": 0.62438}
{"mode": "train", "epoch": 44, "iter": 54900, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.28797, "decode.acc_seg": 87.81919, "aux.loss_ce": 0.14085, "aux.acc_seg": 86.03546, "loss": 0.42883, "time": 0.65432}
{"mode": "train", "epoch": 44, "iter": 54950, "lr": 4e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.31472, "decode.acc_seg": 87.34208, "aux.loss_ce": 0.1521, "aux.acc_seg": 85.33265, "loss": 0.46682, "time": 0.61655}
{"mode": "train", "epoch": 44, "iter": 55000, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.30628, "decode.acc_seg": 87.47931, "aux.loss_ce": 0.15036, "aux.acc_seg": 85.2963, "loss": 0.45665, "time": 0.63265}
{"mode": "train", "epoch": 44, "iter": 55050, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.31483, "decode.acc_seg": 87.32451, "aux.loss_ce": 0.15233, "aux.acc_seg": 85.2741, "loss": 0.46716, "time": 0.62434}
{"mode": "train", "epoch": 44, "iter": 55100, "lr": 4e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.29437, "decode.acc_seg": 87.44293, "aux.loss_ce": 0.14573, "aux.acc_seg": 85.41454, "loss": 0.4401, "time": 0.64607}
{"mode": "train", "epoch": 44, "iter": 55150, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.3104, "decode.acc_seg": 87.17808, "aux.loss_ce": 0.14947, "aux.acc_seg": 85.18568, "loss": 0.45987, "time": 0.61675}
{"mode": "train", "epoch": 44, "iter": 55200, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.30144, "decode.acc_seg": 87.36752, "aux.loss_ce": 0.14838, "aux.acc_seg": 85.23842, "loss": 0.44983, "time": 0.63095}
{"mode": "train", "epoch": 44, "iter": 55250, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.30958, "decode.acc_seg": 87.69503, "aux.loss_ce": 0.14851, "aux.acc_seg": 85.67075, "loss": 0.45809, "time": 0.62449}
{"mode": "train", "epoch": 44, "iter": 55300, "lr": 4e-05, "memory": 43699, "data_time": 0.01478, "decode.loss_ce": 0.30818, "decode.acc_seg": 87.79239, "aux.loss_ce": 0.15134, "aux.acc_seg": 85.54393, "loss": 0.45952, "time": 0.64598}
{"mode": "train", "epoch": 44, "iter": 55350, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.3084, "decode.acc_seg": 87.39165, "aux.loss_ce": 0.14968, "aux.acc_seg": 85.37974, "loss": 0.45809, "time": 0.616}
{"mode": "train", "epoch": 44, "iter": 55400, "lr": 4e-05, "memory": 43699, "data_time": 0.01414, "decode.loss_ce": 0.29154, "decode.acc_seg": 87.90102, "aux.loss_ce": 0.14177, "aux.acc_seg": 85.8095, "loss": 0.4333, "time": 0.63}
{"mode": "train", "epoch": 44, "iter": 55450, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.30132, "decode.acc_seg": 87.57718, "aux.loss_ce": 0.14757, "aux.acc_seg": 85.34052, "loss": 0.44889, "time": 0.63117}
{"mode": "train", "epoch": 44, "iter": 55500, "lr": 4e-05, "memory": 43699, "data_time": 0.01454, "decode.loss_ce": 0.27743, "decode.acc_seg": 88.46003, "aux.loss_ce": 0.1365, "aux.acc_seg": 86.36256, "loss": 0.41393, "time": 0.64657}
{"mode": "train", "epoch": 44, "iter": 55550, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.30605, "decode.acc_seg": 87.74955, "aux.loss_ce": 0.14817, "aux.acc_seg": 85.64023, "loss": 0.45422, "time": 0.62334}
{"mode": "train", "epoch": 45, "iter": 55600, "lr": 4e-05, "memory": 43699, "data_time": 0.0538, "decode.loss_ce": 0.29177, "decode.acc_seg": 88.02108, "aux.loss_ce": 0.14325, "aux.acc_seg": 86.07369, "loss": 0.43503, "time": 0.67217}
{"mode": "train", "epoch": 45, "iter": 55650, "lr": 4e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.28269, "decode.acc_seg": 88.54473, "aux.loss_ce": 0.13926, "aux.acc_seg": 86.51277, "loss": 0.42196, "time": 0.64028}
{"mode": "train", "epoch": 45, "iter": 55700, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.29692, "decode.acc_seg": 87.8969, "aux.loss_ce": 0.1454, "aux.acc_seg": 85.89945, "loss": 0.44232, "time": 0.63144}
{"mode": "train", "epoch": 45, "iter": 55750, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.28154, "decode.acc_seg": 88.52199, "aux.loss_ce": 0.14078, "aux.acc_seg": 86.37631, "loss": 0.42232, "time": 0.62333}
{"mode": "train", "epoch": 45, "iter": 55800, "lr": 4e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.28004, "decode.acc_seg": 88.77231, "aux.loss_ce": 0.14081, "aux.acc_seg": 86.39668, "loss": 0.42085, "time": 0.62382}
{"mode": "train", "epoch": 45, "iter": 55850, "lr": 4e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.27909, "decode.acc_seg": 88.83691, "aux.loss_ce": 0.13714, "aux.acc_seg": 86.76799, "loss": 0.41624, "time": 0.6564}
{"mode": "train", "epoch": 45, "iter": 55900, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.28208, "decode.acc_seg": 88.36043, "aux.loss_ce": 0.1384, "aux.acc_seg": 86.24682, "loss": 0.42048, "time": 0.62287}
{"mode": "train", "epoch": 45, "iter": 55950, "lr": 4e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.2925, "decode.acc_seg": 87.77631, "aux.loss_ce": 0.14448, "aux.acc_seg": 85.8, "loss": 0.43698, "time": 0.6229}
{"mode": "train", "epoch": 45, "iter": 56000, "lr": 4e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.30319, "decode.acc_seg": 87.48711, "aux.loss_ce": 0.14769, "aux.acc_seg": 85.516, "loss": 0.45089, "time": 0.62777}
{"mode": "train", "epoch": 45, "iter": 56050, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.30642, "decode.acc_seg": 87.90096, "aux.loss_ce": 0.14764, "aux.acc_seg": 86.0747, "loss": 0.45406, "time": 0.64589}
{"mode": "train", "epoch": 45, "iter": 56100, "lr": 4e-05, "memory": 43699, "data_time": 0.01449, "decode.loss_ce": 0.29026, "decode.acc_seg": 88.38486, "aux.loss_ce": 0.14131, "aux.acc_seg": 86.56301, "loss": 0.43157, "time": 0.63103}
{"mode": "train", "epoch": 45, "iter": 56150, "lr": 4e-05, "memory": 43699, "data_time": 0.00652, "decode.loss_ce": 0.29789, "decode.acc_seg": 87.84863, "aux.loss_ce": 0.1467, "aux.acc_seg": 86.02157, "loss": 0.44459, "time": 0.63211}
{"mode": "train", "epoch": 45, "iter": 56200, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.29395, "decode.acc_seg": 88.30272, "aux.loss_ce": 0.14401, "aux.acc_seg": 86.30593, "loss": 0.43795, "time": 0.61564}
{"mode": "train", "epoch": 45, "iter": 56250, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.30988, "decode.acc_seg": 87.56833, "aux.loss_ce": 0.15022, "aux.acc_seg": 85.63854, "loss": 0.4601, "time": 0.65468}
{"mode": "train", "epoch": 45, "iter": 56300, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.29709, "decode.acc_seg": 87.96231, "aux.loss_ce": 0.14429, "aux.acc_seg": 85.97562, "loss": 0.44138, "time": 0.62406}
{"mode": "train", "epoch": 45, "iter": 56350, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.29768, "decode.acc_seg": 87.71557, "aux.loss_ce": 0.14751, "aux.acc_seg": 85.48249, "loss": 0.44518, "time": 0.63194}
{"mode": "train", "epoch": 45, "iter": 56400, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29961, "decode.acc_seg": 87.45319, "aux.loss_ce": 0.14911, "aux.acc_seg": 85.09597, "loss": 0.44872, "time": 0.61698}
{"mode": "train", "epoch": 45, "iter": 56450, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.2981, "decode.acc_seg": 87.71484, "aux.loss_ce": 0.14556, "aux.acc_seg": 85.59858, "loss": 0.44366, "time": 0.64679}
{"mode": "train", "epoch": 45, "iter": 56500, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.31096, "decode.acc_seg": 87.706, "aux.loss_ce": 0.15107, "aux.acc_seg": 85.78472, "loss": 0.46203, "time": 0.62794}
{"mode": "train", "epoch": 45, "iter": 56550, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.30015, "decode.acc_seg": 87.81854, "aux.loss_ce": 0.14527, "aux.acc_seg": 85.8737, "loss": 0.44542, "time": 0.62315}
{"mode": "train", "epoch": 45, "iter": 56600, "lr": 4e-05, "memory": 43699, "data_time": 0.00656, "decode.loss_ce": 0.31328, "decode.acc_seg": 87.59335, "aux.loss_ce": 0.15266, "aux.acc_seg": 85.54675, "loss": 0.46594, "time": 0.61817}
{"mode": "train", "epoch": 45, "iter": 56650, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.28775, "decode.acc_seg": 87.94501, "aux.loss_ce": 0.14155, "aux.acc_seg": 86.09512, "loss": 0.4293, "time": 0.6467}
{"mode": "train", "epoch": 45, "iter": 56700, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.29561, "decode.acc_seg": 88.11319, "aux.loss_ce": 0.14716, "aux.acc_seg": 85.66129, "loss": 0.44276, "time": 0.62503}
{"mode": "train", "epoch": 45, "iter": 56750, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29473, "decode.acc_seg": 88.2021, "aux.loss_ce": 0.14184, "aux.acc_seg": 86.43227, "loss": 0.43657, "time": 0.62328}
{"mode": "train", "epoch": 45, "iter": 56800, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.284, "decode.acc_seg": 88.07154, "aux.loss_ce": 0.1383, "aux.acc_seg": 86.27103, "loss": 0.4223, "time": 0.61591}
{"mode": "train", "epoch": 46, "iter": 56850, "lr": 4e-05, "memory": 43699, "data_time": 0.05467, "decode.loss_ce": 0.29722, "decode.acc_seg": 87.98563, "aux.loss_ce": 0.14371, "aux.acc_seg": 86.09457, "loss": 0.44092, "time": 0.70572}
{"mode": "train", "epoch": 46, "iter": 56900, "lr": 4e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.28107, "decode.acc_seg": 88.59712, "aux.loss_ce": 0.13848, "aux.acc_seg": 86.67657, "loss": 0.41956, "time": 0.62703}
{"mode": "train", "epoch": 46, "iter": 56950, "lr": 4e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.26795, "decode.acc_seg": 89.09542, "aux.loss_ce": 0.1338, "aux.acc_seg": 87.01557, "loss": 0.40175, "time": 0.63098}
{"mode": "train", "epoch": 46, "iter": 57000, "lr": 4e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.28828, "decode.acc_seg": 88.36795, "aux.loss_ce": 0.1416, "aux.acc_seg": 86.22026, "loss": 0.42988, "time": 0.61558}
{"mode": "train", "epoch": 46, "iter": 57050, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.28596, "decode.acc_seg": 88.16308, "aux.loss_ce": 0.14055, "aux.acc_seg": 86.07398, "loss": 0.42651, "time": 0.63175}
{"mode": "train", "epoch": 46, "iter": 57100, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.27988, "decode.acc_seg": 88.7019, "aux.loss_ce": 0.13611, "aux.acc_seg": 86.82724, "loss": 0.41599, "time": 0.625}
{"mode": "train", "epoch": 46, "iter": 57150, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.28307, "decode.acc_seg": 88.25786, "aux.loss_ce": 0.13958, "aux.acc_seg": 86.05173, "loss": 0.42265, "time": 0.62364}
{"mode": "train", "epoch": 46, "iter": 57200, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.28708, "decode.acc_seg": 88.43358, "aux.loss_ce": 0.14274, "aux.acc_seg": 86.25178, "loss": 0.42981, "time": 0.62423}
{"mode": "train", "epoch": 46, "iter": 57250, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.28854, "decode.acc_seg": 88.28583, "aux.loss_ce": 0.14102, "aux.acc_seg": 86.1367, "loss": 0.42956, "time": 0.63058}
{"mode": "train", "epoch": 46, "iter": 57300, "lr": 4e-05, "memory": 43699, "data_time": 0.00813, "decode.loss_ce": 0.28046, "decode.acc_seg": 88.62715, "aux.loss_ce": 0.13797, "aux.acc_seg": 86.68007, "loss": 0.41843, "time": 0.62606}
{"mode": "train", "epoch": 46, "iter": 57350, "lr": 4e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.29281, "decode.acc_seg": 88.1806, "aux.loss_ce": 0.14421, "aux.acc_seg": 86.02828, "loss": 0.43702, "time": 0.63044}
{"mode": "train", "epoch": 46, "iter": 57400, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.29847, "decode.acc_seg": 87.59963, "aux.loss_ce": 0.14417, "aux.acc_seg": 85.82514, "loss": 0.44264, "time": 0.61562}
{"mode": "train", "epoch": 46, "iter": 57450, "lr": 4e-05, "memory": 43699, "data_time": 0.0145, "decode.loss_ce": 0.27886, "decode.acc_seg": 88.71613, "aux.loss_ce": 0.13879, "aux.acc_seg": 86.47064, "loss": 0.41765, "time": 0.63731}
{"mode": "train", "epoch": 46, "iter": 57500, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.28531, "decode.acc_seg": 87.9935, "aux.loss_ce": 0.13743, "aux.acc_seg": 86.27539, "loss": 0.42274, "time": 0.64184}
{"mode": "train", "epoch": 46, "iter": 57550, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.27636, "decode.acc_seg": 88.6311, "aux.loss_ce": 0.1378, "aux.acc_seg": 86.37275, "loss": 0.41416, "time": 0.62436}
{"mode": "train", "epoch": 46, "iter": 57600, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.28979, "decode.acc_seg": 88.15823, "aux.loss_ce": 0.14223, "aux.acc_seg": 85.92923, "loss": 0.43202, "time": 0.63055}
{"mode": "train", "epoch": 46, "iter": 57650, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.28903, "decode.acc_seg": 88.13119, "aux.loss_ce": 0.13907, "aux.acc_seg": 86.4664, "loss": 0.42811, "time": 0.63188}
{"mode": "train", "epoch": 46, "iter": 57700, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.29085, "decode.acc_seg": 88.02065, "aux.loss_ce": 0.14409, "aux.acc_seg": 85.92886, "loss": 0.43494, "time": 0.62497}
{"mode": "train", "epoch": 46, "iter": 57750, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.30163, "decode.acc_seg": 87.82005, "aux.loss_ce": 0.14623, "aux.acc_seg": 85.98432, "loss": 0.44786, "time": 0.62261}
{"mode": "train", "epoch": 46, "iter": 57800, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.29544, "decode.acc_seg": 88.00471, "aux.loss_ce": 0.1423, "aux.acc_seg": 86.17419, "loss": 0.43774, "time": 0.63813}
{"mode": "train", "epoch": 46, "iter": 57850, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.29323, "decode.acc_seg": 87.8785, "aux.loss_ce": 0.14246, "aux.acc_seg": 85.83251, "loss": 0.43569, "time": 0.63629}
{"mode": "train", "epoch": 46, "iter": 57900, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.30842, "decode.acc_seg": 87.79736, "aux.loss_ce": 0.14894, "aux.acc_seg": 85.96371, "loss": 0.45736, "time": 0.62496}
{"mode": "train", "epoch": 46, "iter": 57950, "lr": 4e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.29837, "decode.acc_seg": 87.43404, "aux.loss_ce": 0.1479, "aux.acc_seg": 85.30053, "loss": 0.44628, "time": 0.64462}
{"mode": "train", "epoch": 46, "iter": 58000, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.3008, "decode.acc_seg": 87.69783, "aux.loss_ce": 0.14783, "aux.acc_seg": 85.25829, "loss": 0.44863, "time": 0.63462}
{"mode": "train", "epoch": 46, "iter": 58050, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.31736, "decode.acc_seg": 87.46473, "aux.loss_ce": 0.15497, "aux.acc_seg": 85.34296, "loss": 0.47233, "time": 0.62452}
{"mode": "train", "epoch": 47, "iter": 58100, "lr": 4e-05, "memory": 43699, "data_time": 0.06126, "decode.loss_ce": 0.30882, "decode.acc_seg": 87.43215, "aux.loss_ce": 0.1501, "aux.acc_seg": 85.4596, "loss": 0.45892, "time": 0.6942}
{"mode": "train", "epoch": 47, "iter": 58150, "lr": 4e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.28822, "decode.acc_seg": 88.05441, "aux.loss_ce": 0.14095, "aux.acc_seg": 85.89934, "loss": 0.42917, "time": 0.62454}
{"mode": "train", "epoch": 47, "iter": 58200, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.29873, "decode.acc_seg": 87.93709, "aux.loss_ce": 0.14919, "aux.acc_seg": 85.74732, "loss": 0.44791, "time": 0.63065}
{"mode": "train", "epoch": 47, "iter": 58250, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.27888, "decode.acc_seg": 88.62328, "aux.loss_ce": 0.13952, "aux.acc_seg": 86.34789, "loss": 0.4184, "time": 0.63313}
{"mode": "train", "epoch": 47, "iter": 58300, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.3038, "decode.acc_seg": 87.56168, "aux.loss_ce": 0.14509, "aux.acc_seg": 85.60965, "loss": 0.44889, "time": 0.64098}
{"mode": "train", "epoch": 47, "iter": 58350, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.29686, "decode.acc_seg": 88.02274, "aux.loss_ce": 0.14556, "aux.acc_seg": 85.87708, "loss": 0.44242, "time": 0.62474}
{"mode": "train", "epoch": 47, "iter": 58400, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.29698, "decode.acc_seg": 88.15989, "aux.loss_ce": 0.14351, "aux.acc_seg": 86.17299, "loss": 0.44049, "time": 0.63256}
{"mode": "train", "epoch": 47, "iter": 58450, "lr": 4e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.27655, "decode.acc_seg": 88.64971, "aux.loss_ce": 0.136, "aux.acc_seg": 86.65271, "loss": 0.41255, "time": 0.6343}
{"mode": "train", "epoch": 47, "iter": 58500, "lr": 4e-05, "memory": 43699, "data_time": 0.00642, "decode.loss_ce": 0.28558, "decode.acc_seg": 88.22458, "aux.loss_ce": 0.14029, "aux.acc_seg": 85.98084, "loss": 0.42587, "time": 0.63727}
{"mode": "train", "epoch": 47, "iter": 58550, "lr": 4e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.26653, "decode.acc_seg": 89.12134, "aux.loss_ce": 0.13184, "aux.acc_seg": 87.01495, "loss": 0.39836, "time": 0.62327}
{"mode": "train", "epoch": 47, "iter": 58600, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.27876, "decode.acc_seg": 88.8188, "aux.loss_ce": 0.1366, "aux.acc_seg": 86.90214, "loss": 0.41536, "time": 0.63112}
{"mode": "train", "epoch": 47, "iter": 58650, "lr": 4e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.3098, "decode.acc_seg": 87.98268, "aux.loss_ce": 0.1515, "aux.acc_seg": 85.65418, "loss": 0.4613, "time": 0.64247}
{"mode": "train", "epoch": 47, "iter": 58700, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.26476, "decode.acc_seg": 89.03436, "aux.loss_ce": 0.13128, "aux.acc_seg": 87.02855, "loss": 0.39603, "time": 0.63046}
{"mode": "train", "epoch": 47, "iter": 58750, "lr": 4e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.28298, "decode.acc_seg": 88.6217, "aux.loss_ce": 0.13726, "aux.acc_seg": 86.65134, "loss": 0.42024, "time": 0.62289}
{"mode": "train", "epoch": 47, "iter": 58800, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.27477, "decode.acc_seg": 88.55123, "aux.loss_ce": 0.13652, "aux.acc_seg": 86.64573, "loss": 0.41129, "time": 0.63124}
{"mode": "train", "epoch": 47, "iter": 58850, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.30056, "decode.acc_seg": 87.71974, "aux.loss_ce": 0.14599, "aux.acc_seg": 85.63175, "loss": 0.44655, "time": 0.64041}
{"mode": "train", "epoch": 47, "iter": 58900, "lr": 4e-05, "memory": 43699, "data_time": 0.00656, "decode.loss_ce": 0.29527, "decode.acc_seg": 88.07432, "aux.loss_ce": 0.14583, "aux.acc_seg": 86.11504, "loss": 0.4411, "time": 0.63024}
{"mode": "train", "epoch": 47, "iter": 58950, "lr": 4e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.29765, "decode.acc_seg": 87.74525, "aux.loss_ce": 0.14382, "aux.acc_seg": 86.09493, "loss": 0.44147, "time": 0.62336}
{"mode": "train", "epoch": 47, "iter": 59000, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.27807, "decode.acc_seg": 88.82904, "aux.loss_ce": 0.13484, "aux.acc_seg": 86.89459, "loss": 0.41291, "time": 0.63031}
{"mode": "train", "epoch": 47, "iter": 59050, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.28158, "decode.acc_seg": 88.11481, "aux.loss_ce": 0.13774, "aux.acc_seg": 86.02009, "loss": 0.41933, "time": 0.64095}
{"mode": "train", "epoch": 47, "iter": 59100, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.30714, "decode.acc_seg": 87.96079, "aux.loss_ce": 0.15264, "aux.acc_seg": 85.63412, "loss": 0.45978, "time": 0.62345}
{"mode": "train", "epoch": 47, "iter": 59150, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.2872, "decode.acc_seg": 88.50199, "aux.loss_ce": 0.14314, "aux.acc_seg": 86.50597, "loss": 0.43035, "time": 0.62277}
{"mode": "train", "epoch": 47, "iter": 59200, "lr": 4e-05, "memory": 43699, "data_time": 0.00668, "decode.loss_ce": 0.29108, "decode.acc_seg": 87.9011, "aux.loss_ce": 0.14396, "aux.acc_seg": 86.09033, "loss": 0.43505, "time": 0.64125}
{"mode": "train", "epoch": 47, "iter": 59250, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.2798, "decode.acc_seg": 88.49701, "aux.loss_ce": 0.14125, "aux.acc_seg": 86.03558, "loss": 0.42105, "time": 0.63209}
{"mode": "train", "epoch": 47, "iter": 59300, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.28546, "decode.acc_seg": 88.36488, "aux.loss_ce": 0.14255, "aux.acc_seg": 86.09097, "loss": 0.42801, "time": 0.63102}
{"mode": "train", "epoch": 47, "iter": 59350, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.28735, "decode.acc_seg": 88.25405, "aux.loss_ce": 0.1398, "aux.acc_seg": 86.22089, "loss": 0.42715, "time": 0.62304}
{"mode": "train", "epoch": 48, "iter": 59400, "lr": 4e-05, "memory": 43699, "data_time": 0.06669, "decode.loss_ce": 0.29263, "decode.acc_seg": 88.32122, "aux.loss_ce": 0.1439, "aux.acc_seg": 86.24368, "loss": 0.43654, "time": 0.69209}
{"mode": "train", "epoch": 48, "iter": 59450, "lr": 4e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.29068, "decode.acc_seg": 88.26444, "aux.loss_ce": 0.14384, "aux.acc_seg": 85.96065, "loss": 0.43452, "time": 0.63332}
{"mode": "train", "epoch": 48, "iter": 59500, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.27696, "decode.acc_seg": 88.58547, "aux.loss_ce": 0.13773, "aux.acc_seg": 86.45495, "loss": 0.41469, "time": 0.63166}
{"mode": "train", "epoch": 48, "iter": 59550, "lr": 4e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.27119, "decode.acc_seg": 89.29721, "aux.loss_ce": 0.13476, "aux.acc_seg": 87.23364, "loss": 0.40595, "time": 0.63079}
{"mode": "train", "epoch": 48, "iter": 59600, "lr": 4e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.28487, "decode.acc_seg": 88.39964, "aux.loss_ce": 0.138, "aux.acc_seg": 86.49452, "loss": 0.42288, "time": 0.62715}
{"mode": "train", "epoch": 48, "iter": 59650, "lr": 4e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.28603, "decode.acc_seg": 88.24329, "aux.loss_ce": 0.14295, "aux.acc_seg": 86.01889, "loss": 0.42898, "time": 0.63385}
{"mode": "train", "epoch": 48, "iter": 59700, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.287, "decode.acc_seg": 88.0702, "aux.loss_ce": 0.14062, "aux.acc_seg": 85.98281, "loss": 0.42762, "time": 0.63101}
{"mode": "train", "epoch": 48, "iter": 59750, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.28189, "decode.acc_seg": 88.56713, "aux.loss_ce": 0.1411, "aux.acc_seg": 86.37765, "loss": 0.42299, "time": 0.62928}
{"mode": "train", "epoch": 48, "iter": 59800, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.28119, "decode.acc_seg": 88.39042, "aux.loss_ce": 0.13853, "aux.acc_seg": 86.36369, "loss": 0.41971, "time": 0.62347}
{"mode": "train", "epoch": 48, "iter": 59850, "lr": 4e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.2802, "decode.acc_seg": 88.61238, "aux.loss_ce": 0.13729, "aux.acc_seg": 86.59311, "loss": 0.41748, "time": 0.63363}
{"mode": "train", "epoch": 48, "iter": 59900, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.27016, "decode.acc_seg": 89.0082, "aux.loss_ce": 0.13242, "aux.acc_seg": 87.11041, "loss": 0.40259, "time": 0.63978}
{"mode": "train", "epoch": 48, "iter": 59950, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.28171, "decode.acc_seg": 88.44538, "aux.loss_ce": 0.13687, "aux.acc_seg": 86.49947, "loss": 0.41858, "time": 0.62355}
{"mode": "train", "epoch": 48, "iter": 60000, "lr": 4e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.27296, "decode.acc_seg": 88.67198, "aux.loss_ce": 0.13531, "aux.acc_seg": 86.65112, "loss": 0.40827, "time": 0.63129}
{"mode": "train", "epoch": 48, "iter": 60050, "lr": 4e-05, "memory": 43699, "data_time": 0.02167, "decode.loss_ce": 0.2788, "decode.acc_seg": 88.66588, "aux.loss_ce": 0.13589, "aux.acc_seg": 86.80409, "loss": 0.41469, "time": 0.64772}
{"mode": "train", "epoch": 48, "iter": 60100, "lr": 4e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.29352, "decode.acc_seg": 88.13178, "aux.loss_ce": 0.14388, "aux.acc_seg": 86.01751, "loss": 0.4374, "time": 0.62513}
{"mode": "train", "epoch": 48, "iter": 60150, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.29631, "decode.acc_seg": 87.74099, "aux.loss_ce": 0.14601, "aux.acc_seg": 85.74448, "loss": 0.44232, "time": 0.62447}
{"mode": "train", "epoch": 48, "iter": 60200, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.27977, "decode.acc_seg": 88.48762, "aux.loss_ce": 0.13508, "aux.acc_seg": 86.64031, "loss": 0.41485, "time": 0.63506}
{"mode": "train", "epoch": 48, "iter": 60250, "lr": 4e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.30383, "decode.acc_seg": 87.87816, "aux.loss_ce": 0.14866, "aux.acc_seg": 85.99661, "loss": 0.4525, "time": 0.63261}
{"mode": "train", "epoch": 48, "iter": 60300, "lr": 4e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.29463, "decode.acc_seg": 87.99253, "aux.loss_ce": 0.14545, "aux.acc_seg": 85.86553, "loss": 0.44008, "time": 0.62726}
{"mode": "train", "epoch": 48, "iter": 60350, "lr": 4e-05, "memory": 43699, "data_time": 0.00666, "decode.loss_ce": 0.28246, "decode.acc_seg": 88.51655, "aux.loss_ce": 0.13865, "aux.acc_seg": 86.6558, "loss": 0.42111, "time": 0.63247}
{"mode": "train", "epoch": 48, "iter": 60400, "lr": 4e-05, "memory": 43699, "data_time": 0.00653, "decode.loss_ce": 0.27848, "decode.acc_seg": 88.65945, "aux.loss_ce": 0.13738, "aux.acc_seg": 86.43932, "loss": 0.41586, "time": 0.63334}
{"mode": "train", "epoch": 48, "iter": 60450, "lr": 4e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.29843, "decode.acc_seg": 87.96273, "aux.loss_ce": 0.14869, "aux.acc_seg": 85.80602, "loss": 0.44712, "time": 0.63081}
{"mode": "train", "epoch": 48, "iter": 60500, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.28183, "decode.acc_seg": 88.65494, "aux.loss_ce": 0.13609, "aux.acc_seg": 86.75233, "loss": 0.41792, "time": 0.63044}
{"mode": "train", "epoch": 48, "iter": 60550, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.29893, "decode.acc_seg": 87.99881, "aux.loss_ce": 0.14538, "aux.acc_seg": 86.23635, "loss": 0.44431, "time": 0.62578}
{"mode": "train", "epoch": 48, "iter": 60600, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.28452, "decode.acc_seg": 88.66403, "aux.loss_ce": 0.14015, "aux.acc_seg": 86.64713, "loss": 0.42466, "time": 0.64087}
{"mode": "train", "epoch": 49, "iter": 60650, "lr": 4e-05, "memory": 43699, "data_time": 0.05413, "decode.loss_ce": 0.28857, "decode.acc_seg": 88.45827, "aux.loss_ce": 0.14074, "aux.acc_seg": 86.31912, "loss": 0.42931, "time": 0.67469}
{"mode": "train", "epoch": 49, "iter": 60700, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.28369, "decode.acc_seg": 88.62716, "aux.loss_ce": 0.13833, "aux.acc_seg": 86.80393, "loss": 0.42202, "time": 0.61591}
{"mode": "train", "epoch": 49, "iter": 60750, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.26787, "decode.acc_seg": 88.76247, "aux.loss_ce": 0.13488, "aux.acc_seg": 86.62117, "loss": 0.40275, "time": 0.62344}
{"mode": "train", "epoch": 49, "iter": 60800, "lr": 4e-05, "memory": 43699, "data_time": 0.00654, "decode.loss_ce": 0.27376, "decode.acc_seg": 88.77984, "aux.loss_ce": 0.13393, "aux.acc_seg": 86.89826, "loss": 0.40769, "time": 0.64107}
{"mode": "train", "epoch": 49, "iter": 60850, "lr": 4e-05, "memory": 43699, "data_time": 0.00669, "decode.loss_ce": 0.27271, "decode.acc_seg": 89.03036, "aux.loss_ce": 0.13353, "aux.acc_seg": 86.9577, "loss": 0.40624, "time": 0.62306}
{"mode": "train", "epoch": 49, "iter": 60900, "lr": 4e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.27203, "decode.acc_seg": 88.9356, "aux.loss_ce": 0.13858, "aux.acc_seg": 86.53142, "loss": 0.41062, "time": 0.62624}
{"mode": "train", "epoch": 49, "iter": 60950, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.27185, "decode.acc_seg": 89.07775, "aux.loss_ce": 0.13746, "aux.acc_seg": 86.50846, "loss": 0.40932, "time": 0.62383}
{"mode": "train", "epoch": 49, "iter": 61000, "lr": 4e-05, "memory": 43699, "data_time": 0.00663, "decode.loss_ce": 0.27718, "decode.acc_seg": 88.81277, "aux.loss_ce": 0.13831, "aux.acc_seg": 86.51077, "loss": 0.41549, "time": 0.64843}
{"mode": "train", "epoch": 49, "iter": 61050, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.27727, "decode.acc_seg": 88.32874, "aux.loss_ce": 0.14131, "aux.acc_seg": 86.14343, "loss": 0.41858, "time": 0.62474}
{"mode": "train", "epoch": 49, "iter": 61100, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.2805, "decode.acc_seg": 88.87964, "aux.loss_ce": 0.13754, "aux.acc_seg": 86.82366, "loss": 0.41804, "time": 0.61592}
{"mode": "train", "epoch": 49, "iter": 61150, "lr": 4e-05, "memory": 43699, "data_time": 0.00657, "decode.loss_ce": 0.28534, "decode.acc_seg": 88.53157, "aux.loss_ce": 0.14231, "aux.acc_seg": 86.04466, "loss": 0.42765, "time": 0.63182}
{"mode": "train", "epoch": 49, "iter": 61200, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.29771, "decode.acc_seg": 88.30343, "aux.loss_ce": 0.14328, "aux.acc_seg": 86.56353, "loss": 0.44099, "time": 0.63936}
{"mode": "train", "epoch": 49, "iter": 61250, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.29441, "decode.acc_seg": 88.22375, "aux.loss_ce": 0.14169, "aux.acc_seg": 86.00651, "loss": 0.43611, "time": 0.62175}
{"mode": "train", "epoch": 49, "iter": 61300, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.28921, "decode.acc_seg": 88.14519, "aux.loss_ce": 0.14086, "aux.acc_seg": 86.31458, "loss": 0.43007, "time": 0.61502}
{"mode": "train", "epoch": 49, "iter": 61350, "lr": 4e-05, "memory": 43699, "data_time": 0.0148, "decode.loss_ce": 0.2843, "decode.acc_seg": 88.4881, "aux.loss_ce": 0.14273, "aux.acc_seg": 86.052, "loss": 0.42703, "time": 0.6376}
{"mode": "train", "epoch": 49, "iter": 61400, "lr": 4e-05, "memory": 43699, "data_time": 0.00654, "decode.loss_ce": 0.28588, "decode.acc_seg": 88.77146, "aux.loss_ce": 0.13984, "aux.acc_seg": 86.77479, "loss": 0.42573, "time": 0.64019}
{"mode": "train", "epoch": 49, "iter": 61450, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.27895, "decode.acc_seg": 88.50478, "aux.loss_ce": 0.13642, "aux.acc_seg": 86.7205, "loss": 0.41537, "time": 0.62331}
{"mode": "train", "epoch": 49, "iter": 61500, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.28273, "decode.acc_seg": 88.40603, "aux.loss_ce": 0.14097, "aux.acc_seg": 86.26561, "loss": 0.4237, "time": 0.63043}
{"mode": "train", "epoch": 49, "iter": 61550, "lr": 4e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.2831, "decode.acc_seg": 88.25353, "aux.loss_ce": 0.14178, "aux.acc_seg": 86.13826, "loss": 0.42487, "time": 0.62249}
{"mode": "train", "epoch": 49, "iter": 61600, "lr": 4e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.27678, "decode.acc_seg": 88.70062, "aux.loss_ce": 0.13733, "aux.acc_seg": 86.47875, "loss": 0.41411, "time": 0.65712}
{"mode": "train", "epoch": 49, "iter": 61650, "lr": 4e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.29314, "decode.acc_seg": 88.17733, "aux.loss_ce": 0.13918, "aux.acc_seg": 86.42765, "loss": 0.43233, "time": 0.62426}
{"mode": "train", "epoch": 49, "iter": 61700, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.28536, "decode.acc_seg": 88.23276, "aux.loss_ce": 0.14023, "aux.acc_seg": 86.04542, "loss": 0.4256, "time": 0.62339}
{"mode": "train", "epoch": 49, "iter": 61750, "lr": 4e-05, "memory": 43699, "data_time": 0.00676, "decode.loss_ce": 0.28101, "decode.acc_seg": 88.6636, "aux.loss_ce": 0.13567, "aux.acc_seg": 86.65695, "loss": 0.41668, "time": 0.63121}
{"mode": "train", "epoch": 49, "iter": 61800, "lr": 4e-05, "memory": 43699, "data_time": 0.00669, "decode.loss_ce": 0.31478, "decode.acc_seg": 87.22959, "aux.loss_ce": 0.15461, "aux.acc_seg": 84.96119, "loss": 0.46939, "time": 0.64798}
{"mode": "train", "epoch": 49, "iter": 61850, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.30211, "decode.acc_seg": 87.87708, "aux.loss_ce": 0.14773, "aux.acc_seg": 85.8003, "loss": 0.44983, "time": 0.62365}
{"mode": "train", "epoch": 50, "iter": 61900, "lr": 4e-05, "memory": 43699, "data_time": 0.05144, "decode.loss_ce": 0.29923, "decode.acc_seg": 87.69194, "aux.loss_ce": 0.14802, "aux.acc_seg": 85.70429, "loss": 0.44725, "time": 0.67297}
{"mode": "train", "epoch": 50, "iter": 61950, "lr": 4e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.27454, "decode.acc_seg": 88.66445, "aux.loss_ce": 0.13663, "aux.acc_seg": 86.55091, "loss": 0.41117, "time": 0.6318}
{"mode": "train", "epoch": 50, "iter": 62000, "lr": 4e-05, "memory": 43699, "data_time": 0.01576, "decode.loss_ce": 0.26465, "decode.acc_seg": 89.35213, "aux.loss_ce": 0.13259, "aux.acc_seg": 87.20706, "loss": 0.39724, "time": 0.65496}
{"mode": "train", "epoch": 50, "iter": 62050, "lr": 4e-05, "memory": 43699, "data_time": 0.0065, "decode.loss_ce": 0.28595, "decode.acc_seg": 88.33826, "aux.loss_ce": 0.1428, "aux.acc_seg": 86.26813, "loss": 0.42875, "time": 0.61473}
{"mode": "train", "epoch": 50, "iter": 62100, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.26742, "decode.acc_seg": 89.13764, "aux.loss_ce": 0.13196, "aux.acc_seg": 87.19054, "loss": 0.39938, "time": 0.6167}
{"mode": "train", "epoch": 50, "iter": 62150, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.27895, "decode.acc_seg": 88.92634, "aux.loss_ce": 0.13685, "aux.acc_seg": 87.03695, "loss": 0.4158, "time": 0.6469}
{"mode": "train", "epoch": 50, "iter": 62200, "lr": 4e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.28248, "decode.acc_seg": 88.55417, "aux.loss_ce": 0.14, "aux.acc_seg": 86.51738, "loss": 0.42249, "time": 0.63967}
{"mode": "train", "epoch": 50, "iter": 62250, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.29499, "decode.acc_seg": 87.96231, "aux.loss_ce": 0.1443, "aux.acc_seg": 85.87184, "loss": 0.43929, "time": 0.61592}
{"mode": "train", "epoch": 50, "iter": 62300, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.27501, "decode.acc_seg": 88.72242, "aux.loss_ce": 0.13862, "aux.acc_seg": 86.2673, "loss": 0.41363, "time": 0.62334}
{"mode": "train", "epoch": 50, "iter": 62350, "lr": 4e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.28027, "decode.acc_seg": 88.59337, "aux.loss_ce": 0.13898, "aux.acc_seg": 86.20691, "loss": 0.41925, "time": 0.64131}
{"mode": "train", "epoch": 50, "iter": 62400, "lr": 4e-05, "memory": 43699, "data_time": 0.00678, "decode.loss_ce": 0.26974, "decode.acc_seg": 88.85437, "aux.loss_ce": 0.135, "aux.acc_seg": 86.6549, "loss": 0.40473, "time": 0.63816}
{"mode": "train", "epoch": 50, "iter": 62450, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.28258, "decode.acc_seg": 88.42477, "aux.loss_ce": 0.14037, "aux.acc_seg": 86.256, "loss": 0.42295, "time": 0.61616}
{"mode": "train", "epoch": 50, "iter": 62500, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.2655, "decode.acc_seg": 89.39848, "aux.loss_ce": 0.13253, "aux.acc_seg": 87.29775, "loss": 0.39803, "time": 0.62416}
{"mode": "train", "epoch": 50, "iter": 62550, "lr": 4e-05, "memory": 43699, "data_time": 0.0145, "decode.loss_ce": 0.29069, "decode.acc_seg": 88.26775, "aux.loss_ce": 0.14504, "aux.acc_seg": 85.96946, "loss": 0.43573, "time": 0.65636}
{"mode": "train", "epoch": 50, "iter": 62600, "lr": 4e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.27761, "decode.acc_seg": 88.43752, "aux.loss_ce": 0.13526, "aux.acc_seg": 86.4497, "loss": 0.41287, "time": 0.6314}
{"mode": "train", "epoch": 50, "iter": 62650, "lr": 4e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.28318, "decode.acc_seg": 88.30845, "aux.loss_ce": 0.13927, "aux.acc_seg": 86.43993, "loss": 0.42244, "time": 0.61677}
{"mode": "train", "epoch": 50, "iter": 62700, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.28511, "decode.acc_seg": 88.27418, "aux.loss_ce": 0.14125, "aux.acc_seg": 85.84123, "loss": 0.42636, "time": 0.63148}
{"mode": "train", "epoch": 50, "iter": 62750, "lr": 4e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.28916, "decode.acc_seg": 87.98308, "aux.loss_ce": 0.14193, "aux.acc_seg": 85.74573, "loss": 0.43109, "time": 0.64031}
{"mode": "train", "epoch": 50, "iter": 62800, "lr": 4e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.30364, "decode.acc_seg": 88.07901, "aux.loss_ce": 0.14772, "aux.acc_seg": 86.22685, "loss": 0.45137, "time": 0.63208}
{"mode": "train", "epoch": 50, "iter": 62850, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29633, "decode.acc_seg": 88.22656, "aux.loss_ce": 0.14216, "aux.acc_seg": 86.41912, "loss": 0.43848, "time": 0.61745}
{"mode": "train", "epoch": 50, "iter": 62900, "lr": 4e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.29732, "decode.acc_seg": 87.9978, "aux.loss_ce": 0.14353, "aux.acc_seg": 86.00684, "loss": 0.44085, "time": 0.63803}
{"mode": "train", "epoch": 50, "iter": 62950, "lr": 4e-05, "memory": 43699, "data_time": 0.00674, "decode.loss_ce": 0.28181, "decode.acc_seg": 88.5516, "aux.loss_ce": 0.13911, "aux.acc_seg": 86.2425, "loss": 0.42092, "time": 0.63976}
{"mode": "train", "epoch": 50, "iter": 63000, "lr": 4e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.27601, "decode.acc_seg": 88.78257, "aux.loss_ce": 0.13685, "aux.acc_seg": 86.79147, "loss": 0.41286, "time": 0.63113}
{"mode": "train", "epoch": 50, "iter": 63050, "lr": 4e-05, "memory": 43699, "data_time": 0.00646, "decode.loss_ce": 0.27146, "decode.acc_seg": 88.94508, "aux.loss_ce": 0.13648, "aux.acc_seg": 86.66414, "loss": 0.40794, "time": 0.61544}
{"mode": "train", "epoch": 50, "iter": 63100, "lr": 4e-05, "memory": 43699, "data_time": 0.00659, "decode.loss_ce": 0.28732, "decode.acc_seg": 88.31975, "aux.loss_ce": 0.142, "aux.acc_seg": 86.25238, "loss": 0.42932, "time": 0.63092}
{"mode": "train", "epoch": 50, "iter": 63150, "lr": 4e-05, "memory": 43699, "data_time": 0.00662, "decode.loss_ce": 0.28255, "decode.acc_seg": 88.63992, "aux.loss_ce": 0.137, "aux.acc_seg": 86.60805, "loss": 0.41955, "time": 0.64683}
{"mode": "train", "epoch": 51, "iter": 63200, "lr": 4e-05, "memory": 43699, "data_time": 0.0594, "decode.loss_ce": 0.27002, "decode.acc_seg": 88.90808, "aux.loss_ce": 0.1345, "aux.acc_seg": 86.79045, "loss": 0.40452, "time": 0.68492}
{"mode": "train", "epoch": 51, "iter": 63250, "lr": 4e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.26888, "decode.acc_seg": 88.95156, "aux.loss_ce": 0.13411, "aux.acc_seg": 86.7002, "loss": 0.40299, "time": 0.61927}
{"mode": "train", "epoch": 51, "iter": 63300, "lr": 4e-05, "memory": 43699, "data_time": 0.00671, "decode.loss_ce": 0.25612, "decode.acc_seg": 89.55798, "aux.loss_ce": 0.12813, "aux.acc_seg": 87.54555, "loss": 0.38425, "time": 0.63217}
{"mode": "train", "epoch": 51, "iter": 63350, "lr": 4e-05, "memory": 43699, "data_time": 0.00664, "decode.loss_ce": 0.26776, "decode.acc_seg": 88.79847, "aux.loss_ce": 0.1323, "aux.acc_seg": 86.924, "loss": 0.40007, "time": 0.63956}
{"mode": "train", "epoch": 51, "iter": 63400, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.28448, "decode.acc_seg": 88.66118, "aux.loss_ce": 0.14167, "aux.acc_seg": 86.33909, "loss": 0.42615, "time": 0.63954}
{"mode": "train", "epoch": 51, "iter": 63450, "lr": 4e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.30454, "decode.acc_seg": 87.9566, "aux.loss_ce": 0.15087, "aux.acc_seg": 85.73285, "loss": 0.45541, "time": 0.61757}
{"mode": "train", "epoch": 51, "iter": 63500, "lr": 4e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.27454, "decode.acc_seg": 88.98012, "aux.loss_ce": 0.13499, "aux.acc_seg": 86.94082, "loss": 0.40953, "time": 0.63225}
{"mode": "train", "epoch": 51, "iter": 63550, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.28192, "decode.acc_seg": 88.46147, "aux.loss_ce": 0.14311, "aux.acc_seg": 86.17775, "loss": 0.42503, "time": 0.64771}
{"mode": "train", "epoch": 51, "iter": 63600, "lr": 4e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.27899, "decode.acc_seg": 88.74181, "aux.loss_ce": 0.14441, "aux.acc_seg": 86.20591, "loss": 0.4234, "time": 0.63116}
{"mode": "train", "epoch": 51, "iter": 63650, "lr": 4e-05, "memory": 43699, "data_time": 0.00667, "decode.loss_ce": 0.27151, "decode.acc_seg": 88.81556, "aux.loss_ce": 0.13497, "aux.acc_seg": 86.63685, "loss": 0.40649, "time": 0.61594}
{"mode": "train", "epoch": 51, "iter": 63700, "lr": 4e-05, "memory": 43699, "data_time": 0.00668, "decode.loss_ce": 0.27911, "decode.acc_seg": 88.39833, "aux.loss_ce": 0.1363, "aux.acc_seg": 86.55304, "loss": 0.41541, "time": 0.63192}
{"mode": "train", "epoch": 51, "iter": 63750, "lr": 4e-05, "memory": 43699, "data_time": 0.00673, "decode.loss_ce": 0.29973, "decode.acc_seg": 87.66497, "aux.loss_ce": 0.14641, "aux.acc_seg": 85.87237, "loss": 0.44614, "time": 0.65679}
{"mode": "train", "epoch": 51, "iter": 63800, "lr": 4e-05, "memory": 43699, "data_time": 0.00663, "decode.loss_ce": 0.27747, "decode.acc_seg": 88.64373, "aux.loss_ce": 0.13416, "aux.acc_seg": 86.86153, "loss": 0.41163, "time": 0.62982}
{"mode": "train", "epoch": 51, "iter": 63850, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.27694, "decode.acc_seg": 88.85132, "aux.loss_ce": 0.13831, "aux.acc_seg": 86.77778, "loss": 0.41526, "time": 0.61509}
{"mode": "train", "epoch": 51, "iter": 63900, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.27617, "decode.acc_seg": 89.07255, "aux.loss_ce": 0.13669, "aux.acc_seg": 86.97252, "loss": 0.41285, "time": 0.63635}
{"mode": "train", "epoch": 51, "iter": 63950, "lr": 4e-05, "memory": 43699, "data_time": 0.01561, "decode.loss_ce": 0.29817, "decode.acc_seg": 88.20836, "aux.loss_ce": 0.14438, "aux.acc_seg": 86.20097, "loss": 0.44255, "time": 0.64689}
{"mode": "train", "epoch": 51, "iter": 64000, "lr": 4e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.27609, "decode.acc_seg": 88.65867, "aux.loss_ce": 0.13455, "aux.acc_seg": 86.80605, "loss": 0.41064, "time": 0.68232}
{"mode": "val", "epoch": 51, "iter": 250, "lr": 4e-05, "aAcc": 0.8335, "mIoU": 0.5001, "mAcc": 0.6337, "IoU.wall": 0.7845, "IoU.building": 0.8256, "IoU.sky": 0.9432, "IoU.floor": 0.8284, "IoU.tree": 0.7503, "IoU.ceiling": 0.8426, "IoU.road": 0.846, "IoU.bed ": 0.9046, "IoU.windowpane": 0.6269, "IoU.grass": 0.6754, "IoU.cabinet": 0.6144, "IoU.sidewalk": 0.6608, "IoU.person": 0.8257, "IoU.earth": 0.3306, "IoU.door": 0.5215, "IoU.table": 0.5988, "IoU.mountain": 0.6187, "IoU.plant": 0.5086, "IoU.curtain": 0.7537, "IoU.chair": 0.5829, "IoU.car": 0.8431, "IoU.water": 0.4615, "IoU.painting": 0.7468, "IoU.sofa": 0.6635, "IoU.shelf": 0.4532, "IoU.house": 0.504, "IoU.sea": 0.5827, "IoU.mirror": 0.6567, "IoU.rug": 0.6511, "IoU.field": 0.3075, "IoU.armchair": 0.394, "IoU.seat": 0.6697, "IoU.fence": 0.4285, "IoU.desk": 0.5218, "IoU.rock": 0.4328, "IoU.wardrobe": 0.4901, "IoU.lamp": 0.6244, "IoU.bathtub": 0.8082, "IoU.railing": 0.3575, "IoU.cushion": 0.6098, "IoU.base": 0.3464, "IoU.box": 0.2973, "IoU.column": 0.495, "IoU.signboard": 0.3746, "IoU.chest of drawers": 0.3785, "IoU.counter": 0.2493, "IoU.sand": 0.4862, "IoU.sink": 0.7102, "IoU.skyscraper": 0.4734, "IoU.fireplace": 0.733, "IoU.refrigerator": 0.7878, "IoU.grandstand": 0.4763, "IoU.path": 0.2754, "IoU.stairs": 0.3067, "IoU.runway": 0.7216, "IoU.case": 0.5151, "IoU.pool table": 0.9267, "IoU.pillow": 0.5794, "IoU.screen door": 0.7148, "IoU.stairway": 0.2918, "IoU.river": 0.1146, "IoU.bridge": 0.5991, "IoU.bookcase": 0.3506, "IoU.blind": 0.3864, "IoU.coffee table": 0.5776, "IoU.toilet": 0.8291, "IoU.flower": 0.3721, "IoU.book": 0.4463, "IoU.hill": 0.0913, "IoU.bench": 0.4745, "IoU.countertop": 0.5377, "IoU.stove": 0.7541, "IoU.palm": 0.518, "IoU.kitchen island": 0.3963, "IoU.computer": 0.7067, "IoU.swivel chair": 0.5367, "IoU.boat": 0.3444, "IoU.bar": 0.3065, "IoU.arcade machine": 0.8051, "IoU.hovel": 0.3337, "IoU.bus": 0.8723, "IoU.towel": 0.6688, "IoU.light": 0.5206, "IoU.truck": 0.3527, "IoU.tower": 0.328, "IoU.chandelier": 0.6734, "IoU.awning": 0.2856, "IoU.streetlight": 0.2786, "IoU.booth": 0.4403, "IoU.television receiver": 0.6995, "IoU.airplane": 0.6247, "IoU.dirt track": 0.0972, "IoU.apparel": 0.338, "IoU.pole": 0.1709, "IoU.land": 0.0299, "IoU.bannister": 0.1186, "IoU.escalator": 0.566, "IoU.ottoman": 0.4984, "IoU.bottle": 0.3632, "IoU.buffet": 0.5656, "IoU.poster": 0.3578, "IoU.stage": 0.1584, "IoU.van": 0.3173, "IoU.ship": 0.58, "IoU.fountain": 0.2105, "IoU.conveyer belt": 0.6843, "IoU.canopy": 0.2292, "IoU.washer": 0.8078, "IoU.plaything": 0.4329, "IoU.swimming pool": 0.5994, "IoU.stool": 0.4533, "IoU.barrel": 0.2673, "IoU.basket": 0.3464, "IoU.waterfall": 0.7488, "IoU.tent": 0.8156, "IoU.bag": 0.199, "IoU.minibike": 0.6972, "IoU.cradle": 0.7362, "IoU.oven": 0.3786, "IoU.ball": 0.4541, "IoU.food": 0.5917, "IoU.step": 0.0891, "IoU.tank": 0.5292, "IoU.trade name": 0.2287, "IoU.microwave": 0.7788, "IoU.pot": 0.3964, "IoU.animal": 0.6798, "IoU.bicycle": 0.5555, "IoU.lake": 0.4291, "IoU.dishwasher": 0.6871, "IoU.screen": 0.6084, "IoU.blanket": 0.2136, "IoU.sculpture": 0.5832, "IoU.hood": 0.5015, "IoU.sconce": 0.3782, "IoU.vase": 0.3877, "IoU.traffic light": 0.2885, "IoU.tray": 0.0986, "IoU.ashcan": 0.4515, "IoU.fan": 0.6063, "IoU.pier": 0.2902, "IoU.crt screen": 0.0436, "IoU.plate": 0.5574, "IoU.monitor": 0.0745, "IoU.bulletin board": 0.465, "IoU.shower": 0.0, "IoU.radiator": 0.6238, "IoU.glass": 0.1557, "IoU.clock": 0.4101, "IoU.flag": 0.4706, "Acc.wall": 0.872, "Acc.building": 0.9248, "Acc.sky": 0.9685, "Acc.floor": 0.9037, "Acc.tree": 0.8814, "Acc.ceiling": 0.9153, "Acc.road": 0.93, "Acc.bed ": 0.9658, "Acc.windowpane": 0.7668, "Acc.grass": 0.8241, "Acc.cabinet": 0.7503, "Acc.sidewalk": 0.754, "Acc.person": 0.9243, "Acc.earth": 0.4386, "Acc.door": 0.7181, "Acc.table": 0.7429, "Acc.mountain": 0.7629, "Acc.plant": 0.6696, "Acc.curtain": 0.8874, "Acc.chair": 0.7192, "Acc.car": 0.9413, "Acc.water": 0.5575, "Acc.painting": 0.8885, "Acc.sofa": 0.8935, "Acc.shelf": 0.6836, "Acc.house": 0.7088, "Acc.sea": 0.8402, "Acc.mirror": 0.7252, "Acc.rug": 0.7698, "Acc.field": 0.4495, "Acc.armchair": 0.5383, "Acc.seat": 0.8407, "Acc.fence": 0.5522, "Acc.desk": 0.6979, "Acc.rock": 0.6841, "Acc.wardrobe": 0.713, "Acc.lamp": 0.7838, "Acc.bathtub": 0.8721, "Acc.railing": 0.5452, "Acc.cushion": 0.7415, "Acc.base": 0.4465, "Acc.box": 0.3835, "Acc.column": 0.6504, "Acc.signboard": 0.5495, "Acc.chest of drawers": 0.5488, "Acc.counter": 0.3571, "Acc.sand": 0.6848, "Acc.sink": 0.8085, "Acc.skyscraper": 0.5829, "Acc.fireplace": 0.9354, "Acc.refrigerator": 0.8941, "Acc.grandstand": 0.7431, "Acc.path": 0.4709, "Acc.stairs": 0.4069, "Acc.runway": 0.9154, "Acc.case": 0.6105, "Acc.pool table": 0.9685, "Acc.pillow": 0.6554, "Acc.screen door": 0.7783, "Acc.stairway": 0.3576, "Acc.river": 0.3308, "Acc.bridge": 0.7291, "Acc.bookcase": 0.5876, "Acc.blind": 0.4397, "Acc.coffee table": 0.8166, "Acc.toilet": 0.9123, "Acc.flower": 0.6039, "Acc.book": 0.7002, "Acc.hill": 0.2313, "Acc.bench": 0.5461, "Acc.countertop": 0.7478, "Acc.stove": 0.8614, "Acc.palm": 0.72, "Acc.kitchen island": 0.6341, "Acc.computer": 0.8326, "Acc.swivel chair": 0.7989, "Acc.boat": 0.4654, "Acc.bar": 0.4046, "Acc.arcade machine": 0.8353, "Acc.hovel": 0.3674, "Acc.bus": 0.9683, "Acc.towel": 0.7803, "Acc.light": 0.5806, "Acc.truck": 0.4549, "Acc.tower": 0.602, "Acc.chandelier": 0.8115, "Acc.awning": 0.3438, "Acc.streetlight": 0.371, "Acc.booth": 0.5002, "Acc.television receiver": 0.8487, "Acc.airplane": 0.7162, "Acc.dirt track": 0.2938, "Acc.apparel": 0.5032, "Acc.pole": 0.2202, "Acc.land": 0.061, "Acc.bannister": 0.1462, "Acc.escalator": 0.7624, "Acc.ottoman": 0.6974, "Acc.bottle": 0.5136, "Acc.buffet": 0.8102, "Acc.poster": 0.5248, "Acc.stage": 0.293, "Acc.van": 0.3687, "Acc.ship": 0.9092, "Acc.fountain": 0.2158, "Acc.conveyer belt": 0.9301, "Acc.canopy": 0.3069, "Acc.washer": 0.8314, "Acc.plaything": 0.5461, "Acc.swimming pool": 0.8296, "Acc.stool": 0.6593, "Acc.barrel": 0.6496, "Acc.basket": 0.4958, "Acc.waterfall": 0.8528, "Acc.tent": 0.9879, "Acc.bag": 0.2409, "Acc.minibike": 0.8653, "Acc.cradle": 0.9184, "Acc.oven": 0.527, "Acc.ball": 0.4912, "Acc.food": 0.7031, "Acc.step": 0.1175, "Acc.tank": 0.6698, "Acc.trade name": 0.2571, "Acc.microwave": 0.958, "Acc.pot": 0.4786, "Acc.animal": 0.7133, "Acc.bicycle": 0.7663, "Acc.lake": 0.5729, "Acc.dishwasher": 0.7962, "Acc.screen": 0.8717, "Acc.blanket": 0.2651, "Acc.sculpture": 0.7806, "Acc.hood": 0.5961, "Acc.sconce": 0.4584, "Acc.vase": 0.5532, "Acc.traffic light": 0.5311, "Acc.tray": 0.1716, "Acc.ashcan": 0.5929, "Acc.fan": 0.7857, "Acc.pier": 0.4498, "Acc.crt screen": 0.1154, "Acc.plate": 0.7295, "Acc.monitor": 0.0895, "Acc.bulletin board": 0.5878, "Acc.shower": 0.0, "Acc.radiator": 0.7698, "Acc.glass": 0.1677, "Acc.clock": 0.4837, "Acc.flag": 0.5341}
{"mode": "train", "epoch": 51, "iter": 64050, "lr": 4e-05, "memory": 43699, "data_time": 1.40708, "decode.loss_ce": 0.28686, "decode.acc_seg": 88.36377, "aux.loss_ce": 0.14163, "aux.acc_seg": 86.38297, "loss": 0.42849, "time": 2.01844}
{"mode": "train", "epoch": 51, "iter": 64100, "lr": 4e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.2774, "decode.acc_seg": 88.53282, "aux.loss_ce": 0.13921, "aux.acc_seg": 86.17475, "loss": 0.41661, "time": 0.61879}
{"mode": "train", "epoch": 51, "iter": 64150, "lr": 4e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.27483, "decode.acc_seg": 88.59332, "aux.loss_ce": 0.13263, "aux.acc_seg": 86.82714, "loss": 0.40746, "time": 0.61843}
{"mode": "train", "epoch": 51, "iter": 64200, "lr": 4e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.29752, "decode.acc_seg": 87.7329, "aux.loss_ce": 0.14637, "aux.acc_seg": 85.63558, "loss": 0.44389, "time": 0.63127}
{"mode": "train", "epoch": 51, "iter": 64250, "lr": 4e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.28104, "decode.acc_seg": 88.55795, "aux.loss_ce": 0.13624, "aux.acc_seg": 86.58825, "loss": 0.41728, "time": 0.61623}
{"mode": "train", "epoch": 51, "iter": 64300, "lr": 4e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.27053, "decode.acc_seg": 88.67434, "aux.loss_ce": 0.13704, "aux.acc_seg": 86.4289, "loss": 0.40757, "time": 0.63847}
{"mode": "train", "epoch": 51, "iter": 64350, "lr": 4e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.29802, "decode.acc_seg": 87.96655, "aux.loss_ce": 0.14345, "aux.acc_seg": 86.01675, "loss": 0.44148, "time": 0.6416}
{"mode": "train", "epoch": 51, "iter": 64400, "lr": 4e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.27063, "decode.acc_seg": 88.85819, "aux.loss_ce": 0.13313, "aux.acc_seg": 86.96961, "loss": 0.40376, "time": 0.62482}
{"mode": "train", "epoch": 52, "iter": 64450, "lr": 4e-05, "memory": 43699, "data_time": 0.05526, "decode.loss_ce": 0.26322, "decode.acc_seg": 88.99977, "aux.loss_ce": 0.13187, "aux.acc_seg": 86.92874, "loss": 0.39509, "time": 0.66724}
{"mode": "train", "epoch": 52, "iter": 64500, "lr": 4e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.26972, "decode.acc_seg": 88.83403, "aux.loss_ce": 0.13546, "aux.acc_seg": 86.66809, "loss": 0.40518, "time": 0.61632}
{"mode": "train", "epoch": 52, "iter": 64550, "lr": 4e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.26263, "decode.acc_seg": 89.12404, "aux.loss_ce": 0.13069, "aux.acc_seg": 87.05259, "loss": 0.39332, "time": 0.63045}
{"mode": "train", "epoch": 52, "iter": 64600, "lr": 4e-05, "memory": 43699, "data_time": 0.00803, "decode.loss_ce": 0.27035, "decode.acc_seg": 88.74256, "aux.loss_ce": 0.13554, "aux.acc_seg": 86.72677, "loss": 0.40589, "time": 0.62611}
{"mode": "train", "epoch": 52, "iter": 64650, "lr": 4e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.28434, "decode.acc_seg": 88.70926, "aux.loss_ce": 0.14023, "aux.acc_seg": 86.81011, "loss": 0.42457, "time": 0.63301}
{"mode": "train", "epoch": 52, "iter": 64700, "lr": 4e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.26325, "decode.acc_seg": 89.17141, "aux.loss_ce": 0.13193, "aux.acc_seg": 87.00095, "loss": 0.39517, "time": 0.65634}
{"mode": "train", "epoch": 52, "iter": 64750, "lr": 4e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.28614, "decode.acc_seg": 88.31361, "aux.loss_ce": 0.141, "aux.acc_seg": 86.18883, "loss": 0.42714, "time": 0.6238}
{"mode": "train", "epoch": 52, "iter": 64800, "lr": 4e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.27348, "decode.acc_seg": 88.72061, "aux.loss_ce": 0.13547, "aux.acc_seg": 86.77435, "loss": 0.40895, "time": 0.63087}
{"mode": "train", "epoch": 52, "iter": 64850, "lr": 4e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.27494, "decode.acc_seg": 88.63197, "aux.loss_ce": 0.13744, "aux.acc_seg": 86.53045, "loss": 0.41238, "time": 0.61844}
{"mode": "train", "epoch": 52, "iter": 64900, "lr": 4e-05, "memory": 43699, "data_time": 0.00836, "decode.loss_ce": 0.27069, "decode.acc_seg": 88.85928, "aux.loss_ce": 0.13523, "aux.acc_seg": 86.91687, "loss": 0.40592, "time": 0.63121}
{"mode": "train", "epoch": 52, "iter": 64950, "lr": 4e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.26724, "decode.acc_seg": 88.98326, "aux.loss_ce": 0.13321, "aux.acc_seg": 86.77, "loss": 0.40045, "time": 0.65269}
{"mode": "train", "epoch": 52, "iter": 65000, "lr": 4e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.26827, "decode.acc_seg": 88.88035, "aux.loss_ce": 0.13149, "aux.acc_seg": 86.847, "loss": 0.39976, "time": 0.6323}
{"mode": "train", "epoch": 52, "iter": 65050, "lr": 4e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.2615, "decode.acc_seg": 89.0707, "aux.loss_ce": 0.12821, "aux.acc_seg": 87.38786, "loss": 0.38971, "time": 0.61743}
{"mode": "train", "epoch": 52, "iter": 65100, "lr": 4e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.2698, "decode.acc_seg": 88.76523, "aux.loss_ce": 0.13352, "aux.acc_seg": 86.68276, "loss": 0.40332, "time": 0.63046}
{"mode": "train", "epoch": 52, "iter": 65150, "lr": 4e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.26352, "decode.acc_seg": 89.0025, "aux.loss_ce": 0.13188, "aux.acc_seg": 86.97803, "loss": 0.3954, "time": 0.64906}
{"mode": "train", "epoch": 52, "iter": 65200, "lr": 4e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.28803, "decode.acc_seg": 88.34507, "aux.loss_ce": 0.14156, "aux.acc_seg": 86.49424, "loss": 0.4296, "time": 0.63104}
{"mode": "train", "epoch": 52, "iter": 65250, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.30299, "decode.acc_seg": 87.65312, "aux.loss_ce": 0.14954, "aux.acc_seg": 85.33652, "loss": 0.45253, "time": 0.61695}
{"mode": "train", "epoch": 52, "iter": 65300, "lr": 4e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.25623, "decode.acc_seg": 89.21616, "aux.loss_ce": 0.12745, "aux.acc_seg": 87.17813, "loss": 0.38368, "time": 0.63288}
{"mode": "train", "epoch": 52, "iter": 65350, "lr": 4e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.25256, "decode.acc_seg": 89.10404, "aux.loss_ce": 0.12546, "aux.acc_seg": 87.21142, "loss": 0.37802, "time": 0.64907}
{"mode": "train", "epoch": 52, "iter": 65400, "lr": 4e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.29854, "decode.acc_seg": 87.65882, "aux.loss_ce": 0.14477, "aux.acc_seg": 85.73923, "loss": 0.44331, "time": 0.63045}
{"mode": "train", "epoch": 52, "iter": 65450, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.27785, "decode.acc_seg": 89.16281, "aux.loss_ce": 0.13694, "aux.acc_seg": 87.10247, "loss": 0.41479, "time": 0.61678}
{"mode": "train", "epoch": 52, "iter": 65500, "lr": 4e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.27901, "decode.acc_seg": 88.40447, "aux.loss_ce": 0.13659, "aux.acc_seg": 86.49003, "loss": 0.4156, "time": 0.6362}
{"mode": "train", "epoch": 52, "iter": 65550, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.28, "decode.acc_seg": 88.51543, "aux.loss_ce": 0.13672, "aux.acc_seg": 86.37677, "loss": 0.41672, "time": 0.65017}
{"mode": "train", "epoch": 52, "iter": 65600, "lr": 4e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.28523, "decode.acc_seg": 88.38761, "aux.loss_ce": 0.1407, "aux.acc_seg": 86.10222, "loss": 0.42592, "time": 0.62368}
{"mode": "train", "epoch": 52, "iter": 65650, "lr": 4e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.28224, "decode.acc_seg": 88.46306, "aux.loss_ce": 0.13823, "aux.acc_seg": 86.49274, "loss": 0.42048, "time": 0.61543}
{"mode": "train", "epoch": 53, "iter": 65700, "lr": 4e-05, "memory": 43699, "data_time": 0.05601, "decode.loss_ce": 0.27496, "decode.acc_seg": 88.92147, "aux.loss_ce": 0.13694, "aux.acc_seg": 86.56731, "loss": 0.4119, "time": 0.69229}
{"mode": "train", "epoch": 53, "iter": 65750, "lr": 4e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.27735, "decode.acc_seg": 88.73703, "aux.loss_ce": 0.13695, "aux.acc_seg": 86.79289, "loss": 0.4143, "time": 0.64643}
{"mode": "train", "epoch": 53, "iter": 65800, "lr": 4e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.25891, "decode.acc_seg": 89.311, "aux.loss_ce": 0.12777, "aux.acc_seg": 87.50625, "loss": 0.38668, "time": 0.61661}
{"mode": "train", "epoch": 53, "iter": 65850, "lr": 4e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.27444, "decode.acc_seg": 88.69325, "aux.loss_ce": 0.13246, "aux.acc_seg": 86.91181, "loss": 0.4069, "time": 0.61787}
{"mode": "train", "epoch": 53, "iter": 65900, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.25882, "decode.acc_seg": 89.46111, "aux.loss_ce": 0.13122, "aux.acc_seg": 87.21441, "loss": 0.39004, "time": 0.64107}
{"mode": "train", "epoch": 53, "iter": 65950, "lr": 4e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.26013, "decode.acc_seg": 89.43496, "aux.loss_ce": 0.12902, "aux.acc_seg": 87.42403, "loss": 0.38916, "time": 0.65366}
{"mode": "train", "epoch": 53, "iter": 66000, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26201, "decode.acc_seg": 89.15951, "aux.loss_ce": 0.13043, "aux.acc_seg": 87.04395, "loss": 0.39244, "time": 0.61535}
{"mode": "train", "epoch": 53, "iter": 66050, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.28086, "decode.acc_seg": 88.36753, "aux.loss_ce": 0.14145, "aux.acc_seg": 86.13726, "loss": 0.42231, "time": 0.61494}
{"mode": "train", "epoch": 53, "iter": 66100, "lr": 4e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.29596, "decode.acc_seg": 88.56672, "aux.loss_ce": 0.14431, "aux.acc_seg": 86.59981, "loss": 0.44027, "time": 0.64804}
{"mode": "train", "epoch": 53, "iter": 66150, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.27697, "decode.acc_seg": 88.85437, "aux.loss_ce": 0.1395, "aux.acc_seg": 86.50567, "loss": 0.41648, "time": 0.63851}
{"mode": "train", "epoch": 53, "iter": 66200, "lr": 4e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.27955, "decode.acc_seg": 88.64321, "aux.loss_ce": 0.13977, "aux.acc_seg": 86.44404, "loss": 0.41931, "time": 0.61555}
{"mode": "train", "epoch": 53, "iter": 66250, "lr": 4e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.26686, "decode.acc_seg": 88.88639, "aux.loss_ce": 0.13273, "aux.acc_seg": 86.85447, "loss": 0.39959, "time": 0.61557}
{"mode": "train", "epoch": 53, "iter": 66300, "lr": 4e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.2827, "decode.acc_seg": 88.55956, "aux.loss_ce": 0.14062, "aux.acc_seg": 86.32382, "loss": 0.42332, "time": 0.65935}
{"mode": "train", "epoch": 53, "iter": 66350, "lr": 4e-05, "memory": 43699, "data_time": 0.00799, "decode.loss_ce": 0.2802, "decode.acc_seg": 88.44753, "aux.loss_ce": 0.13789, "aux.acc_seg": 86.42614, "loss": 0.41809, "time": 0.63955}
{"mode": "train", "epoch": 53, "iter": 66400, "lr": 4e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.28222, "decode.acc_seg": 88.63104, "aux.loss_ce": 0.14092, "aux.acc_seg": 86.3518, "loss": 0.42314, "time": 0.61598}
{"mode": "train", "epoch": 53, "iter": 66450, "lr": 4e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.2689, "decode.acc_seg": 89.13765, "aux.loss_ce": 0.13207, "aux.acc_seg": 87.15888, "loss": 0.40097, "time": 0.61623}
{"mode": "train", "epoch": 53, "iter": 66500, "lr": 4e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.27582, "decode.acc_seg": 88.68302, "aux.loss_ce": 0.13741, "aux.acc_seg": 86.48941, "loss": 0.41323, "time": 0.64763}
{"mode": "train", "epoch": 53, "iter": 66550, "lr": 4e-05, "memory": 43699, "data_time": 0.00677, "decode.loss_ce": 0.2713, "decode.acc_seg": 88.67113, "aux.loss_ce": 0.133, "aux.acc_seg": 86.89103, "loss": 0.4043, "time": 0.64574}
{"mode": "train", "epoch": 53, "iter": 66600, "lr": 4e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.26358, "decode.acc_seg": 89.05044, "aux.loss_ce": 0.13134, "aux.acc_seg": 86.82536, "loss": 0.39492, "time": 0.61718}
{"mode": "train", "epoch": 53, "iter": 66650, "lr": 4e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.31101, "decode.acc_seg": 87.99753, "aux.loss_ce": 0.15226, "aux.acc_seg": 85.83937, "loss": 0.46327, "time": 0.61528}
{"mode": "train", "epoch": 53, "iter": 66700, "lr": 3e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.26777, "decode.acc_seg": 88.90277, "aux.loss_ce": 0.13305, "aux.acc_seg": 86.68289, "loss": 0.40082, "time": 0.66768}
{"mode": "train", "epoch": 53, "iter": 66750, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.28536, "decode.acc_seg": 88.25513, "aux.loss_ce": 0.14099, "aux.acc_seg": 86.32673, "loss": 0.42634, "time": 0.63992}
{"mode": "train", "epoch": 53, "iter": 66800, "lr": 3e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.27522, "decode.acc_seg": 88.92016, "aux.loss_ce": 0.13205, "aux.acc_seg": 87.20962, "loss": 0.40727, "time": 0.6152}
{"mode": "train", "epoch": 53, "iter": 66850, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.25091, "decode.acc_seg": 89.65622, "aux.loss_ce": 0.12605, "aux.acc_seg": 87.62441, "loss": 0.37696, "time": 0.61786}
{"mode": "train", "epoch": 53, "iter": 66900, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.26634, "decode.acc_seg": 89.12641, "aux.loss_ce": 0.1332, "aux.acc_seg": 87.189, "loss": 0.39954, "time": 0.65483}
{"mode": "train", "epoch": 54, "iter": 66950, "lr": 3e-05, "memory": 43699, "data_time": 0.05149, "decode.loss_ce": 0.28671, "decode.acc_seg": 88.28409, "aux.loss_ce": 0.13771, "aux.acc_seg": 86.40496, "loss": 0.42443, "time": 0.68867}
{"mode": "train", "epoch": 54, "iter": 67000, "lr": 3e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.26051, "decode.acc_seg": 89.39586, "aux.loss_ce": 0.12982, "aux.acc_seg": 87.24243, "loss": 0.39033, "time": 0.6157}
{"mode": "train", "epoch": 54, "iter": 67050, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26634, "decode.acc_seg": 89.36133, "aux.loss_ce": 0.13268, "aux.acc_seg": 87.25061, "loss": 0.39902, "time": 0.61687}
{"mode": "train", "epoch": 54, "iter": 67100, "lr": 3e-05, "memory": 43699, "data_time": 0.00687, "decode.loss_ce": 0.26942, "decode.acc_seg": 88.92469, "aux.loss_ce": 0.13443, "aux.acc_seg": 86.65261, "loss": 0.40384, "time": 0.65465}
{"mode": "train", "epoch": 54, "iter": 67150, "lr": 3e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.26944, "decode.acc_seg": 88.76501, "aux.loss_ce": 0.13234, "aux.acc_seg": 86.85015, "loss": 0.40178, "time": 0.64369}
{"mode": "train", "epoch": 54, "iter": 67200, "lr": 3e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.25924, "decode.acc_seg": 89.30845, "aux.loss_ce": 0.12838, "aux.acc_seg": 87.34542, "loss": 0.38762, "time": 0.61755}
{"mode": "train", "epoch": 54, "iter": 67250, "lr": 3e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.26455, "decode.acc_seg": 89.1051, "aux.loss_ce": 0.13233, "aux.acc_seg": 86.90239, "loss": 0.39688, "time": 0.61592}
{"mode": "train", "epoch": 54, "iter": 67300, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.27182, "decode.acc_seg": 89.13619, "aux.loss_ce": 0.13745, "aux.acc_seg": 86.79474, "loss": 0.40927, "time": 0.66286}
{"mode": "train", "epoch": 54, "iter": 67350, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.25967, "decode.acc_seg": 89.24827, "aux.loss_ce": 0.13041, "aux.acc_seg": 87.27705, "loss": 0.39008, "time": 0.63194}
{"mode": "train", "epoch": 54, "iter": 67400, "lr": 3e-05, "memory": 43699, "data_time": 0.00797, "decode.loss_ce": 0.26174, "decode.acc_seg": 89.15691, "aux.loss_ce": 0.12912, "aux.acc_seg": 87.15938, "loss": 0.39086, "time": 0.61767}
{"mode": "train", "epoch": 54, "iter": 67450, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.27023, "decode.acc_seg": 89.01519, "aux.loss_ce": 0.13419, "aux.acc_seg": 86.94321, "loss": 0.40443, "time": 0.62594}
{"mode": "train", "epoch": 54, "iter": 67500, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.26937, "decode.acc_seg": 89.04562, "aux.loss_ce": 0.13353, "aux.acc_seg": 86.85341, "loss": 0.4029, "time": 0.65224}
{"mode": "train", "epoch": 54, "iter": 67550, "lr": 3e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.26434, "decode.acc_seg": 89.18093, "aux.loss_ce": 0.13296, "aux.acc_seg": 86.79437, "loss": 0.3973, "time": 0.62195}
{"mode": "train", "epoch": 54, "iter": 67600, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.26381, "decode.acc_seg": 88.94496, "aux.loss_ce": 0.1322, "aux.acc_seg": 86.85203, "loss": 0.39601, "time": 0.61679}
{"mode": "train", "epoch": 54, "iter": 67650, "lr": 3e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.25189, "decode.acc_seg": 89.4405, "aux.loss_ce": 0.12724, "aux.acc_seg": 87.36843, "loss": 0.37913, "time": 0.6312}
{"mode": "train", "epoch": 54, "iter": 67700, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.27542, "decode.acc_seg": 88.69349, "aux.loss_ce": 0.13814, "aux.acc_seg": 86.29584, "loss": 0.41356, "time": 0.65346}
{"mode": "train", "epoch": 54, "iter": 67750, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.25753, "decode.acc_seg": 89.37169, "aux.loss_ce": 0.12856, "aux.acc_seg": 87.276, "loss": 0.38609, "time": 0.61656}
{"mode": "train", "epoch": 54, "iter": 67800, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.26441, "decode.acc_seg": 89.31058, "aux.loss_ce": 0.13326, "aux.acc_seg": 87.26646, "loss": 0.39767, "time": 0.61529}
{"mode": "train", "epoch": 54, "iter": 67850, "lr": 3e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.26375, "decode.acc_seg": 89.18436, "aux.loss_ce": 0.13175, "aux.acc_seg": 87.02672, "loss": 0.3955, "time": 0.63245}
{"mode": "train", "epoch": 54, "iter": 67900, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.28305, "decode.acc_seg": 88.47197, "aux.loss_ce": 0.13966, "aux.acc_seg": 86.41158, "loss": 0.42271, "time": 0.64473}
{"mode": "train", "epoch": 54, "iter": 67950, "lr": 3e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.27835, "decode.acc_seg": 88.65818, "aux.loss_ce": 0.1362, "aux.acc_seg": 86.69016, "loss": 0.41454, "time": 0.62277}
{"mode": "train", "epoch": 54, "iter": 68000, "lr": 3e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.26698, "decode.acc_seg": 88.99666, "aux.loss_ce": 0.13456, "aux.acc_seg": 86.98852, "loss": 0.40154, "time": 0.61594}
{"mode": "train", "epoch": 54, "iter": 68050, "lr": 3e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.28442, "decode.acc_seg": 88.38844, "aux.loss_ce": 0.13841, "aux.acc_seg": 86.51586, "loss": 0.42283, "time": 0.63866}
{"mode": "train", "epoch": 54, "iter": 68100, "lr": 3e-05, "memory": 43699, "data_time": 0.01463, "decode.loss_ce": 0.26233, "decode.acc_seg": 89.3429, "aux.loss_ce": 0.13125, "aux.acc_seg": 87.20009, "loss": 0.39358, "time": 0.64615}
{"mode": "train", "epoch": 54, "iter": 68150, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.27076, "decode.acc_seg": 88.85058, "aux.loss_ce": 0.13463, "aux.acc_seg": 86.73959, "loss": 0.40539, "time": 0.61666}
{"mode": "train", "epoch": 54, "iter": 68200, "lr": 3e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.27845, "decode.acc_seg": 88.41078, "aux.loss_ce": 0.13764, "aux.acc_seg": 86.24549, "loss": 0.41609, "time": 0.61434}
{"mode": "train", "epoch": 55, "iter": 68250, "lr": 3e-05, "memory": 43699, "data_time": 0.05335, "decode.loss_ce": 0.25969, "decode.acc_seg": 89.31982, "aux.loss_ce": 0.12905, "aux.acc_seg": 87.34515, "loss": 0.38874, "time": 0.69666}
{"mode": "train", "epoch": 55, "iter": 68300, "lr": 3e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.27437, "decode.acc_seg": 88.76508, "aux.loss_ce": 0.13478, "aux.acc_seg": 86.86095, "loss": 0.40915, "time": 0.63909}
{"mode": "train", "epoch": 55, "iter": 68350, "lr": 3e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.25748, "decode.acc_seg": 89.29897, "aux.loss_ce": 0.12894, "aux.acc_seg": 87.05036, "loss": 0.38642, "time": 0.61558}
{"mode": "train", "epoch": 55, "iter": 68400, "lr": 3e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.27304, "decode.acc_seg": 88.83874, "aux.loss_ce": 0.13594, "aux.acc_seg": 86.65274, "loss": 0.40898, "time": 0.61559}
{"mode": "train", "epoch": 55, "iter": 68450, "lr": 3e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.25109, "decode.acc_seg": 89.37821, "aux.loss_ce": 0.12672, "aux.acc_seg": 87.37002, "loss": 0.37781, "time": 0.64685}
{"mode": "train", "epoch": 55, "iter": 68500, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.2644, "decode.acc_seg": 88.87644, "aux.loss_ce": 0.12989, "aux.acc_seg": 86.81411, "loss": 0.39429, "time": 0.63837}
{"mode": "train", "epoch": 55, "iter": 68550, "lr": 3e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.27438, "decode.acc_seg": 89.09896, "aux.loss_ce": 0.1331, "aux.acc_seg": 87.19318, "loss": 0.40748, "time": 0.62274}
{"mode": "train", "epoch": 55, "iter": 68600, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.25961, "decode.acc_seg": 88.96757, "aux.loss_ce": 0.12937, "aux.acc_seg": 87.00903, "loss": 0.38898, "time": 0.61673}
{"mode": "train", "epoch": 55, "iter": 68650, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.26583, "decode.acc_seg": 89.17661, "aux.loss_ce": 0.13212, "aux.acc_seg": 87.24025, "loss": 0.39795, "time": 0.65569}
{"mode": "train", "epoch": 55, "iter": 68700, "lr": 3e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.28332, "decode.acc_seg": 88.16552, "aux.loss_ce": 0.14025, "aux.acc_seg": 85.99926, "loss": 0.42357, "time": 0.6297}
{"mode": "train", "epoch": 55, "iter": 68750, "lr": 3e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.27085, "decode.acc_seg": 89.22924, "aux.loss_ce": 0.13503, "aux.acc_seg": 86.97111, "loss": 0.40588, "time": 0.62332}
{"mode": "train", "epoch": 55, "iter": 68800, "lr": 3e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.27566, "decode.acc_seg": 88.60392, "aux.loss_ce": 0.14024, "aux.acc_seg": 86.15111, "loss": 0.41591, "time": 0.61495}
{"mode": "train", "epoch": 55, "iter": 68850, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.26554, "decode.acc_seg": 89.25714, "aux.loss_ce": 0.13338, "aux.acc_seg": 87.22808, "loss": 0.39892, "time": 0.64753}
{"mode": "train", "epoch": 55, "iter": 68900, "lr": 3e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.27542, "decode.acc_seg": 88.81968, "aux.loss_ce": 0.13729, "aux.acc_seg": 86.63457, "loss": 0.41271, "time": 0.63099}
{"mode": "train", "epoch": 55, "iter": 68950, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.26837, "decode.acc_seg": 89.11767, "aux.loss_ce": 0.13424, "aux.acc_seg": 86.85582, "loss": 0.40261, "time": 0.62282}
{"mode": "train", "epoch": 55, "iter": 69000, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.26383, "decode.acc_seg": 88.94737, "aux.loss_ce": 0.13329, "aux.acc_seg": 86.76431, "loss": 0.39712, "time": 0.61803}
{"mode": "train", "epoch": 55, "iter": 69050, "lr": 3e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.26988, "decode.acc_seg": 89.20731, "aux.loss_ce": 0.13325, "aux.acc_seg": 87.01078, "loss": 0.40314, "time": 0.65514}
{"mode": "train", "epoch": 55, "iter": 69100, "lr": 3e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.28606, "decode.acc_seg": 88.29686, "aux.loss_ce": 0.14344, "aux.acc_seg": 85.96987, "loss": 0.4295, "time": 0.6307}
{"mode": "train", "epoch": 55, "iter": 69150, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.27235, "decode.acc_seg": 88.46703, "aux.loss_ce": 0.13589, "aux.acc_seg": 86.40632, "loss": 0.40824, "time": 0.62323}
{"mode": "train", "epoch": 55, "iter": 69200, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26767, "decode.acc_seg": 89.09063, "aux.loss_ce": 0.1317, "aux.acc_seg": 87.00192, "loss": 0.39937, "time": 0.61647}
{"mode": "train", "epoch": 55, "iter": 69250, "lr": 3e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.27974, "decode.acc_seg": 88.61922, "aux.loss_ce": 0.13857, "aux.acc_seg": 86.54251, "loss": 0.41831, "time": 0.6636}
{"mode": "train", "epoch": 55, "iter": 69300, "lr": 3e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.2673, "decode.acc_seg": 89.00189, "aux.loss_ce": 0.13322, "aux.acc_seg": 86.98647, "loss": 0.40052, "time": 0.62369}
{"mode": "train", "epoch": 55, "iter": 69350, "lr": 3e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.26262, "decode.acc_seg": 88.9872, "aux.loss_ce": 0.13156, "aux.acc_seg": 86.79881, "loss": 0.39418, "time": 0.62306}
{"mode": "train", "epoch": 55, "iter": 69400, "lr": 3e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.2572, "decode.acc_seg": 89.23252, "aux.loss_ce": 0.13022, "aux.acc_seg": 87.0596, "loss": 0.38742, "time": 0.62549}
{"mode": "train", "epoch": 55, "iter": 69450, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.26878, "decode.acc_seg": 88.61861, "aux.loss_ce": 0.1361, "aux.acc_seg": 86.25421, "loss": 0.40488, "time": 0.65498}
{"mode": "train", "epoch": 56, "iter": 69500, "lr": 3e-05, "memory": 43699, "data_time": 0.0552, "decode.loss_ce": 0.256, "decode.acc_seg": 89.48378, "aux.loss_ce": 0.12781, "aux.acc_seg": 87.36216, "loss": 0.38381, "time": 0.67603}
{"mode": "train", "epoch": 56, "iter": 69550, "lr": 3e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.25493, "decode.acc_seg": 89.61159, "aux.loss_ce": 0.12773, "aux.acc_seg": 87.5075, "loss": 0.38265, "time": 0.62556}
{"mode": "train", "epoch": 56, "iter": 69600, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.24687, "decode.acc_seg": 90.01747, "aux.loss_ce": 0.12311, "aux.acc_seg": 88.01316, "loss": 0.36998, "time": 0.63336}
{"mode": "train", "epoch": 56, "iter": 69650, "lr": 3e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.29243, "decode.acc_seg": 88.4392, "aux.loss_ce": 0.14662, "aux.acc_seg": 86.14601, "loss": 0.43905, "time": 0.65298}
{"mode": "train", "epoch": 56, "iter": 69700, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.2603, "decode.acc_seg": 89.26443, "aux.loss_ce": 0.13031, "aux.acc_seg": 87.03917, "loss": 0.39062, "time": 0.61548}
{"mode": "train", "epoch": 56, "iter": 69750, "lr": 3e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.2595, "decode.acc_seg": 89.78533, "aux.loss_ce": 0.13053, "aux.acc_seg": 87.58684, "loss": 0.39003, "time": 0.62322}
{"mode": "train", "epoch": 56, "iter": 69800, "lr": 3e-05, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.25442, "decode.acc_seg": 89.63202, "aux.loss_ce": 0.12586, "aux.acc_seg": 87.64748, "loss": 0.38028, "time": 0.63208}
{"mode": "train", "epoch": 56, "iter": 69850, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.28542, "decode.acc_seg": 88.55748, "aux.loss_ce": 0.14568, "aux.acc_seg": 86.08277, "loss": 0.43109, "time": 0.65779}
{"mode": "train", "epoch": 56, "iter": 69900, "lr": 3e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.27537, "decode.acc_seg": 88.77813, "aux.loss_ce": 0.1355, "aux.acc_seg": 86.85124, "loss": 0.41088, "time": 0.61458}
{"mode": "train", "epoch": 56, "iter": 69950, "lr": 3e-05, "memory": 43699, "data_time": 0.01424, "decode.loss_ce": 0.29025, "decode.acc_seg": 88.18559, "aux.loss_ce": 0.14437, "aux.acc_seg": 85.99763, "loss": 0.43462, "time": 0.62345}
{"mode": "train", "epoch": 56, "iter": 70000, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.25247, "decode.acc_seg": 89.2915, "aux.loss_ce": 0.12622, "aux.acc_seg": 87.39617, "loss": 0.37869, "time": 0.64071}
{"mode": "train", "epoch": 56, "iter": 70050, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.2611, "decode.acc_seg": 89.25515, "aux.loss_ce": 0.12618, "aux.acc_seg": 87.39915, "loss": 0.38728, "time": 0.64685}
{"mode": "train", "epoch": 56, "iter": 70100, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.26933, "decode.acc_seg": 88.93632, "aux.loss_ce": 0.13315, "aux.acc_seg": 86.98724, "loss": 0.40248, "time": 0.62534}
{"mode": "train", "epoch": 56, "iter": 70150, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.25167, "decode.acc_seg": 89.44701, "aux.loss_ce": 0.12542, "aux.acc_seg": 87.60099, "loss": 0.37709, "time": 0.61552}
{"mode": "train", "epoch": 56, "iter": 70200, "lr": 3e-05, "memory": 43699, "data_time": 0.00695, "decode.loss_ce": 0.25906, "decode.acc_seg": 89.30741, "aux.loss_ce": 0.12902, "aux.acc_seg": 87.34999, "loss": 0.38807, "time": 0.63965}
{"mode": "train", "epoch": 56, "iter": 70250, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.26165, "decode.acc_seg": 89.2688, "aux.loss_ce": 0.12976, "aux.acc_seg": 87.28062, "loss": 0.39141, "time": 0.64606}
{"mode": "train", "epoch": 56, "iter": 70300, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.26584, "decode.acc_seg": 89.39237, "aux.loss_ce": 0.13508, "aux.acc_seg": 87.22475, "loss": 0.40092, "time": 0.62197}
{"mode": "train", "epoch": 56, "iter": 70350, "lr": 3e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.27074, "decode.acc_seg": 88.71281, "aux.loss_ce": 0.13501, "aux.acc_seg": 86.64012, "loss": 0.40575, "time": 0.6149}
{"mode": "train", "epoch": 56, "iter": 70400, "lr": 3e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.27508, "decode.acc_seg": 89.04203, "aux.loss_ce": 0.13774, "aux.acc_seg": 86.78043, "loss": 0.41282, "time": 0.64052}
{"mode": "train", "epoch": 56, "iter": 70450, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.26064, "decode.acc_seg": 89.08438, "aux.loss_ce": 0.12941, "aux.acc_seg": 86.96885, "loss": 0.39005, "time": 0.64536}
{"mode": "train", "epoch": 56, "iter": 70500, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.25988, "decode.acc_seg": 89.57884, "aux.loss_ce": 0.12893, "aux.acc_seg": 87.63339, "loss": 0.38881, "time": 0.62765}
{"mode": "train", "epoch": 56, "iter": 70550, "lr": 3e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.26086, "decode.acc_seg": 89.19125, "aux.loss_ce": 0.13038, "aux.acc_seg": 87.2729, "loss": 0.39124, "time": 0.61566}
{"mode": "train", "epoch": 56, "iter": 70600, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.28373, "decode.acc_seg": 88.30711, "aux.loss_ce": 0.13986, "aux.acc_seg": 86.38168, "loss": 0.42358, "time": 0.64747}
{"mode": "train", "epoch": 56, "iter": 70650, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.27106, "decode.acc_seg": 88.51933, "aux.loss_ce": 0.1375, "aux.acc_seg": 86.33084, "loss": 0.40856, "time": 0.63831}
{"mode": "train", "epoch": 56, "iter": 70700, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.24319, "decode.acc_seg": 89.75734, "aux.loss_ce": 0.12147, "aux.acc_seg": 87.76472, "loss": 0.36466, "time": 0.62316}
{"mode": "train", "epoch": 57, "iter": 70750, "lr": 3e-05, "memory": 43699, "data_time": 0.05337, "decode.loss_ce": 0.25125, "decode.acc_seg": 89.67435, "aux.loss_ce": 0.12652, "aux.acc_seg": 87.46066, "loss": 0.37777, "time": 0.66345}
{"mode": "train", "epoch": 57, "iter": 70800, "lr": 3e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.26096, "decode.acc_seg": 89.39258, "aux.loss_ce": 0.13142, "aux.acc_seg": 87.10741, "loss": 0.39237, "time": 0.6471}
{"mode": "train", "epoch": 57, "iter": 70850, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.25836, "decode.acc_seg": 89.3981, "aux.loss_ce": 0.13064, "aux.acc_seg": 87.27194, "loss": 0.389, "time": 0.63797}
{"mode": "train", "epoch": 57, "iter": 70900, "lr": 3e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.26236, "decode.acc_seg": 89.42643, "aux.loss_ce": 0.1298, "aux.acc_seg": 87.5218, "loss": 0.39216, "time": 0.62296}
{"mode": "train", "epoch": 57, "iter": 70950, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.26876, "decode.acc_seg": 89.04242, "aux.loss_ce": 0.13242, "aux.acc_seg": 87.22751, "loss": 0.40119, "time": 0.61539}
{"mode": "train", "epoch": 57, "iter": 71000, "lr": 3e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.26077, "decode.acc_seg": 89.35232, "aux.loss_ce": 0.13115, "aux.acc_seg": 87.28723, "loss": 0.39192, "time": 0.64662}
{"mode": "train", "epoch": 57, "iter": 71050, "lr": 3e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.25748, "decode.acc_seg": 89.77867, "aux.loss_ce": 0.13, "aux.acc_seg": 87.73574, "loss": 0.38748, "time": 0.63777}
{"mode": "train", "epoch": 57, "iter": 71100, "lr": 3e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.24315, "decode.acc_seg": 89.83296, "aux.loss_ce": 0.12362, "aux.acc_seg": 87.82602, "loss": 0.36677, "time": 0.62184}
{"mode": "train", "epoch": 57, "iter": 71150, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.26468, "decode.acc_seg": 89.45556, "aux.loss_ce": 0.13248, "aux.acc_seg": 87.40641, "loss": 0.39716, "time": 0.61472}
{"mode": "train", "epoch": 57, "iter": 71200, "lr": 3e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.2683, "decode.acc_seg": 89.1067, "aux.loss_ce": 0.13188, "aux.acc_seg": 87.24935, "loss": 0.40019, "time": 0.65493}
{"mode": "train", "epoch": 57, "iter": 71250, "lr": 3e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.27464, "decode.acc_seg": 88.56873, "aux.loss_ce": 0.13699, "aux.acc_seg": 86.47346, "loss": 0.41163, "time": 0.63005}
{"mode": "train", "epoch": 57, "iter": 71300, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.24883, "decode.acc_seg": 89.8666, "aux.loss_ce": 0.12454, "aux.acc_seg": 87.82375, "loss": 0.37337, "time": 0.62249}
{"mode": "train", "epoch": 57, "iter": 71350, "lr": 3e-05, "memory": 43699, "data_time": 0.00682, "decode.loss_ce": 0.24912, "decode.acc_seg": 89.37901, "aux.loss_ce": 0.12524, "aux.acc_seg": 87.30505, "loss": 0.37435, "time": 0.62349}
{"mode": "train", "epoch": 57, "iter": 71400, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.2473, "decode.acc_seg": 89.84277, "aux.loss_ce": 0.12531, "aux.acc_seg": 87.66607, "loss": 0.37261, "time": 0.64541}
{"mode": "train", "epoch": 57, "iter": 71450, "lr": 3e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.2727, "decode.acc_seg": 88.86783, "aux.loss_ce": 0.13332, "aux.acc_seg": 86.83627, "loss": 0.40603, "time": 0.63112}
{"mode": "train", "epoch": 57, "iter": 71500, "lr": 3e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.25878, "decode.acc_seg": 89.03792, "aux.loss_ce": 0.13003, "aux.acc_seg": 86.78314, "loss": 0.38881, "time": 0.62312}
{"mode": "train", "epoch": 57, "iter": 71550, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.2844, "decode.acc_seg": 88.96655, "aux.loss_ce": 0.13945, "aux.acc_seg": 86.99902, "loss": 0.42385, "time": 0.63218}
{"mode": "train", "epoch": 57, "iter": 71600, "lr": 3e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.25701, "decode.acc_seg": 89.48966, "aux.loss_ce": 0.13095, "aux.acc_seg": 87.25696, "loss": 0.38796, "time": 0.645}
{"mode": "train", "epoch": 57, "iter": 71650, "lr": 3e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.2766, "decode.acc_seg": 88.64474, "aux.loss_ce": 0.13996, "aux.acc_seg": 86.47134, "loss": 0.41656, "time": 0.62344}
{"mode": "train", "epoch": 57, "iter": 71700, "lr": 3e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.24916, "decode.acc_seg": 89.76519, "aux.loss_ce": 0.12444, "aux.acc_seg": 87.7726, "loss": 0.3736, "time": 0.62262}
{"mode": "train", "epoch": 57, "iter": 71750, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.27342, "decode.acc_seg": 88.59294, "aux.loss_ce": 0.13358, "aux.acc_seg": 86.86748, "loss": 0.40701, "time": 0.63288}
{"mode": "train", "epoch": 57, "iter": 71800, "lr": 3e-05, "memory": 43699, "data_time": 0.00665, "decode.loss_ce": 0.25986, "decode.acc_seg": 89.11838, "aux.loss_ce": 0.13071, "aux.acc_seg": 86.91558, "loss": 0.39057, "time": 0.64678}
{"mode": "train", "epoch": 57, "iter": 71850, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.27411, "decode.acc_seg": 88.65049, "aux.loss_ce": 0.13451, "aux.acc_seg": 86.83951, "loss": 0.40863, "time": 0.62384}
{"mode": "train", "epoch": 57, "iter": 71900, "lr": 3e-05, "memory": 43699, "data_time": 0.01962, "decode.loss_ce": 0.272, "decode.acc_seg": 88.86655, "aux.loss_ce": 0.13493, "aux.acc_seg": 86.79116, "loss": 0.40693, "time": 0.62924}
{"mode": "train", "epoch": 57, "iter": 71950, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.25826, "decode.acc_seg": 89.36227, "aux.loss_ce": 0.12766, "aux.acc_seg": 87.45402, "loss": 0.38592, "time": 0.63942}
{"mode": "train", "epoch": 58, "iter": 72000, "lr": 3e-05, "memory": 43699, "data_time": 0.05369, "decode.loss_ce": 0.2747, "decode.acc_seg": 88.80886, "aux.loss_ce": 0.132, "aux.acc_seg": 87.01911, "loss": 0.4067, "time": 0.68238}
{"mode": "train", "epoch": 58, "iter": 72050, "lr": 3e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.26983, "decode.acc_seg": 88.86912, "aux.loss_ce": 0.13547, "aux.acc_seg": 86.72371, "loss": 0.4053, "time": 0.63307}
{"mode": "train", "epoch": 58, "iter": 72100, "lr": 3e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.25634, "decode.acc_seg": 89.30603, "aux.loss_ce": 0.13275, "aux.acc_seg": 86.91456, "loss": 0.38909, "time": 0.61619}
{"mode": "train", "epoch": 58, "iter": 72150, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.24848, "decode.acc_seg": 89.70624, "aux.loss_ce": 0.12345, "aux.acc_seg": 87.84455, "loss": 0.37192, "time": 0.63847}
{"mode": "train", "epoch": 58, "iter": 72200, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26926, "decode.acc_seg": 89.07259, "aux.loss_ce": 0.13312, "aux.acc_seg": 87.25747, "loss": 0.40238, "time": 0.6311}
{"mode": "train", "epoch": 58, "iter": 72250, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.24731, "decode.acc_seg": 89.87218, "aux.loss_ce": 0.1251, "aux.acc_seg": 87.78363, "loss": 0.37241, "time": 0.63421}
{"mode": "train", "epoch": 58, "iter": 72300, "lr": 3e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.25621, "decode.acc_seg": 89.33678, "aux.loss_ce": 0.12924, "aux.acc_seg": 87.14519, "loss": 0.38545, "time": 0.61626}
{"mode": "train", "epoch": 58, "iter": 72350, "lr": 3e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.25824, "decode.acc_seg": 89.19973, "aux.loss_ce": 0.12893, "aux.acc_seg": 87.15179, "loss": 0.38718, "time": 0.64039}
{"mode": "train", "epoch": 58, "iter": 72400, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.25605, "decode.acc_seg": 89.27033, "aux.loss_ce": 0.12765, "aux.acc_seg": 87.29452, "loss": 0.38371, "time": 0.63129}
{"mode": "train", "epoch": 58, "iter": 72450, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.24634, "decode.acc_seg": 89.79497, "aux.loss_ce": 0.12593, "aux.acc_seg": 87.67463, "loss": 0.37227, "time": 0.6295}
{"mode": "train", "epoch": 58, "iter": 72500, "lr": 3e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.27054, "decode.acc_seg": 89.03133, "aux.loss_ce": 0.13751, "aux.acc_seg": 86.54844, "loss": 0.40805, "time": 0.61594}
{"mode": "train", "epoch": 58, "iter": 72550, "lr": 3e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.27143, "decode.acc_seg": 88.62852, "aux.loss_ce": 0.1336, "aux.acc_seg": 86.82376, "loss": 0.40503, "time": 0.63972}
{"mode": "train", "epoch": 58, "iter": 72600, "lr": 3e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.25987, "decode.acc_seg": 89.20162, "aux.loss_ce": 0.132, "aux.acc_seg": 87.11401, "loss": 0.39187, "time": 0.62258}
{"mode": "train", "epoch": 58, "iter": 72650, "lr": 3e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.27127, "decode.acc_seg": 89.00235, "aux.loss_ce": 0.13254, "aux.acc_seg": 87.06321, "loss": 0.40381, "time": 0.62343}
{"mode": "train", "epoch": 58, "iter": 72700, "lr": 3e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.26215, "decode.acc_seg": 88.94855, "aux.loss_ce": 0.13122, "aux.acc_seg": 86.86893, "loss": 0.39337, "time": 0.61624}
{"mode": "train", "epoch": 58, "iter": 72750, "lr": 3e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.26667, "decode.acc_seg": 89.23992, "aux.loss_ce": 0.13051, "aux.acc_seg": 87.42629, "loss": 0.39718, "time": 0.63935}
{"mode": "train", "epoch": 58, "iter": 72800, "lr": 3e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.26873, "decode.acc_seg": 89.18675, "aux.loss_ce": 0.13312, "aux.acc_seg": 86.94391, "loss": 0.40185, "time": 0.62998}
{"mode": "train", "epoch": 58, "iter": 72850, "lr": 3e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.25543, "decode.acc_seg": 89.47026, "aux.loss_ce": 0.12937, "aux.acc_seg": 87.38742, "loss": 0.3848, "time": 0.62479}
{"mode": "train", "epoch": 58, "iter": 72900, "lr": 3e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.26326, "decode.acc_seg": 89.36974, "aux.loss_ce": 0.12914, "aux.acc_seg": 87.35958, "loss": 0.3924, "time": 0.62593}
{"mode": "train", "epoch": 58, "iter": 72950, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26004, "decode.acc_seg": 89.36323, "aux.loss_ce": 0.13174, "aux.acc_seg": 87.08943, "loss": 0.39178, "time": 0.63968}
{"mode": "train", "epoch": 58, "iter": 73000, "lr": 3e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.27577, "decode.acc_seg": 88.91684, "aux.loss_ce": 0.13437, "aux.acc_seg": 87.00701, "loss": 0.41013, "time": 0.62917}
{"mode": "train", "epoch": 58, "iter": 73050, "lr": 3e-05, "memory": 43699, "data_time": 0.01486, "decode.loss_ce": 0.25473, "decode.acc_seg": 89.62741, "aux.loss_ce": 0.12658, "aux.acc_seg": 87.87418, "loss": 0.38131, "time": 0.6312}
{"mode": "train", "epoch": 58, "iter": 73100, "lr": 3e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.25564, "decode.acc_seg": 89.33008, "aux.loss_ce": 0.12823, "aux.acc_seg": 87.31385, "loss": 0.38387, "time": 0.616}
{"mode": "train", "epoch": 58, "iter": 73150, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.2608, "decode.acc_seg": 89.54425, "aux.loss_ce": 0.12853, "aux.acc_seg": 87.5573, "loss": 0.38933, "time": 0.6493}
{"mode": "train", "epoch": 58, "iter": 73200, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.27565, "decode.acc_seg": 88.9418, "aux.loss_ce": 0.13519, "aux.acc_seg": 86.74711, "loss": 0.41084, "time": 0.62447}
{"mode": "train", "epoch": 58, "iter": 73250, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.25338, "decode.acc_seg": 89.14824, "aux.loss_ce": 0.12726, "aux.acc_seg": 87.15106, "loss": 0.38064, "time": 0.62374}
{"mode": "train", "epoch": 59, "iter": 73300, "lr": 3e-05, "memory": 43699, "data_time": 0.05106, "decode.loss_ce": 0.27058, "decode.acc_seg": 88.9121, "aux.loss_ce": 0.13415, "aux.acc_seg": 86.83249, "loss": 0.40473, "time": 0.67521}
{"mode": "train", "epoch": 59, "iter": 73350, "lr": 3e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.26092, "decode.acc_seg": 89.12321, "aux.loss_ce": 0.13223, "aux.acc_seg": 86.90052, "loss": 0.39315, "time": 0.64566}
{"mode": "train", "epoch": 59, "iter": 73400, "lr": 3e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.26118, "decode.acc_seg": 89.13827, "aux.loss_ce": 0.13337, "aux.acc_seg": 86.89433, "loss": 0.39455, "time": 0.62346}
{"mode": "train", "epoch": 59, "iter": 73450, "lr": 3e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.26566, "decode.acc_seg": 89.13341, "aux.loss_ce": 0.13558, "aux.acc_seg": 86.88896, "loss": 0.40124, "time": 0.62274}
{"mode": "train", "epoch": 59, "iter": 73500, "lr": 3e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.25373, "decode.acc_seg": 89.55911, "aux.loss_ce": 0.12903, "aux.acc_seg": 87.37252, "loss": 0.38276, "time": 0.64059}
{"mode": "train", "epoch": 59, "iter": 73550, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.25668, "decode.acc_seg": 89.54563, "aux.loss_ce": 0.1255, "aux.acc_seg": 87.77488, "loss": 0.38218, "time": 0.63055}
{"mode": "train", "epoch": 59, "iter": 73600, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.27288, "decode.acc_seg": 88.63387, "aux.loss_ce": 0.13586, "aux.acc_seg": 86.63661, "loss": 0.40874, "time": 0.63138}
{"mode": "train", "epoch": 59, "iter": 73650, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.25657, "decode.acc_seg": 89.15342, "aux.loss_ce": 0.13006, "aux.acc_seg": 87.20329, "loss": 0.38663, "time": 0.62488}
{"mode": "train", "epoch": 59, "iter": 73700, "lr": 3e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.25376, "decode.acc_seg": 89.78516, "aux.loss_ce": 0.12641, "aux.acc_seg": 87.84579, "loss": 0.38017, "time": 0.64305}
{"mode": "train", "epoch": 59, "iter": 73750, "lr": 3e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.27347, "decode.acc_seg": 88.53242, "aux.loss_ce": 0.13719, "aux.acc_seg": 86.55415, "loss": 0.41066, "time": 0.63146}
{"mode": "train", "epoch": 59, "iter": 73800, "lr": 3e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.25611, "decode.acc_seg": 89.26668, "aux.loss_ce": 0.1277, "aux.acc_seg": 87.25524, "loss": 0.38381, "time": 0.63256}
{"mode": "train", "epoch": 59, "iter": 73850, "lr": 3e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.24143, "decode.acc_seg": 90.09131, "aux.loss_ce": 0.1227, "aux.acc_seg": 88.06984, "loss": 0.36414, "time": 0.62218}
{"mode": "train", "epoch": 59, "iter": 73900, "lr": 3e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.28162, "decode.acc_seg": 88.35563, "aux.loss_ce": 0.13948, "aux.acc_seg": 86.47386, "loss": 0.42111, "time": 0.641}
{"mode": "train", "epoch": 59, "iter": 73950, "lr": 3e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.24272, "decode.acc_seg": 90.1187, "aux.loss_ce": 0.12267, "aux.acc_seg": 87.9455, "loss": 0.36539, "time": 0.62655}
{"mode": "train", "epoch": 59, "iter": 74000, "lr": 3e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.24239, "decode.acc_seg": 90.08921, "aux.loss_ce": 0.12149, "aux.acc_seg": 88.07082, "loss": 0.36388, "time": 0.64064}
{"mode": "train", "epoch": 59, "iter": 74050, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.2515, "decode.acc_seg": 89.45088, "aux.loss_ce": 0.12538, "aux.acc_seg": 87.59723, "loss": 0.37688, "time": 0.61876}
{"mode": "train", "epoch": 59, "iter": 74100, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.24811, "decode.acc_seg": 89.8304, "aux.loss_ce": 0.12287, "aux.acc_seg": 88.01915, "loss": 0.37098, "time": 0.64968}
{"mode": "train", "epoch": 59, "iter": 74150, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.24389, "decode.acc_seg": 89.78892, "aux.loss_ce": 0.12052, "aux.acc_seg": 87.86126, "loss": 0.36441, "time": 0.62563}
{"mode": "train", "epoch": 59, "iter": 74200, "lr": 3e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.25994, "decode.acc_seg": 89.15068, "aux.loss_ce": 0.13045, "aux.acc_seg": 87.06926, "loss": 0.39039, "time": 0.63822}
{"mode": "train", "epoch": 59, "iter": 74250, "lr": 3e-05, "memory": 43699, "data_time": 0.00692, "decode.loss_ce": 0.26276, "decode.acc_seg": 89.56643, "aux.loss_ce": 0.12787, "aux.acc_seg": 87.54471, "loss": 0.39062, "time": 0.61374}
{"mode": "train", "epoch": 59, "iter": 74300, "lr": 3e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.26075, "decode.acc_seg": 89.25192, "aux.loss_ce": 0.13066, "aux.acc_seg": 87.19331, "loss": 0.39141, "time": 0.64548}
{"mode": "train", "epoch": 59, "iter": 74350, "lr": 3e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.25576, "decode.acc_seg": 89.59387, "aux.loss_ce": 0.12734, "aux.acc_seg": 87.5505, "loss": 0.38311, "time": 0.63093}
{"mode": "train", "epoch": 59, "iter": 74400, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.25594, "decode.acc_seg": 89.32411, "aux.loss_ce": 0.12936, "aux.acc_seg": 87.23597, "loss": 0.38529, "time": 0.64053}
{"mode": "train", "epoch": 59, "iter": 74450, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.24799, "decode.acc_seg": 89.95989, "aux.loss_ce": 0.12425, "aux.acc_seg": 87.98365, "loss": 0.37224, "time": 0.62527}
{"mode": "train", "epoch": 59, "iter": 74500, "lr": 3e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.24659, "decode.acc_seg": 89.67054, "aux.loss_ce": 0.123, "aux.acc_seg": 87.63272, "loss": 0.36959, "time": 0.63862}
{"mode": "train", "epoch": 60, "iter": 74550, "lr": 3e-05, "memory": 43699, "data_time": 0.06055, "decode.loss_ce": 0.26021, "decode.acc_seg": 89.47232, "aux.loss_ce": 0.12651, "aux.acc_seg": 87.45691, "loss": 0.38672, "time": 0.67563}
{"mode": "train", "epoch": 60, "iter": 74600, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.24858, "decode.acc_seg": 89.47388, "aux.loss_ce": 0.1286, "aux.acc_seg": 87.20742, "loss": 0.37718, "time": 0.63956}
{"mode": "train", "epoch": 60, "iter": 74650, "lr": 3e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.25843, "decode.acc_seg": 89.5013, "aux.loss_ce": 0.13129, "aux.acc_seg": 87.19218, "loss": 0.38973, "time": 0.62606}
{"mode": "train", "epoch": 60, "iter": 74700, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.23602, "decode.acc_seg": 89.97792, "aux.loss_ce": 0.11975, "aux.acc_seg": 87.84701, "loss": 0.35577, "time": 0.63974}
{"mode": "train", "epoch": 60, "iter": 74750, "lr": 3e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.2766, "decode.acc_seg": 88.96504, "aux.loss_ce": 0.13946, "aux.acc_seg": 86.7477, "loss": 0.41606, "time": 0.62532}
{"mode": "train", "epoch": 60, "iter": 74800, "lr": 3e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.24052, "decode.acc_seg": 90.0057, "aux.loss_ce": 0.12263, "aux.acc_seg": 87.60262, "loss": 0.36315, "time": 0.64037}
{"mode": "train", "epoch": 60, "iter": 74850, "lr": 3e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.26689, "decode.acc_seg": 89.03195, "aux.loss_ce": 0.13232, "aux.acc_seg": 87.0186, "loss": 0.3992, "time": 0.62627}
{"mode": "train", "epoch": 60, "iter": 74900, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.26199, "decode.acc_seg": 89.22238, "aux.loss_ce": 0.12907, "aux.acc_seg": 87.26092, "loss": 0.39106, "time": 0.63264}
{"mode": "train", "epoch": 60, "iter": 74950, "lr": 3e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.25266, "decode.acc_seg": 89.53313, "aux.loss_ce": 0.12781, "aux.acc_seg": 87.46071, "loss": 0.38047, "time": 0.6411}
{"mode": "train", "epoch": 60, "iter": 75000, "lr": 3e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.25202, "decode.acc_seg": 89.24262, "aux.loss_ce": 0.12613, "aux.acc_seg": 87.20739, "loss": 0.37815, "time": 0.63352}
{"mode": "train", "epoch": 60, "iter": 75050, "lr": 3e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.2631, "decode.acc_seg": 89.10844, "aux.loss_ce": 0.13276, "aux.acc_seg": 87.0115, "loss": 0.39586, "time": 0.62714}
{"mode": "train", "epoch": 60, "iter": 75100, "lr": 3e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.23653, "decode.acc_seg": 90.19173, "aux.loss_ce": 0.12111, "aux.acc_seg": 88.19692, "loss": 0.35764, "time": 0.64027}
{"mode": "train", "epoch": 60, "iter": 75150, "lr": 3e-05, "memory": 43699, "data_time": 0.0067, "decode.loss_ce": 0.24588, "decode.acc_seg": 89.94007, "aux.loss_ce": 0.12477, "aux.acc_seg": 87.82739, "loss": 0.37065, "time": 0.642}
{"mode": "train", "epoch": 60, "iter": 75200, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.24516, "decode.acc_seg": 89.6421, "aux.loss_ce": 0.12681, "aux.acc_seg": 87.48579, "loss": 0.37197, "time": 0.63224}
{"mode": "train", "epoch": 60, "iter": 75250, "lr": 3e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.26972, "decode.acc_seg": 89.10031, "aux.loss_ce": 0.13144, "aux.acc_seg": 87.26471, "loss": 0.40116, "time": 0.63421}
{"mode": "train", "epoch": 60, "iter": 75300, "lr": 3e-05, "memory": 43699, "data_time": 0.00703, "decode.loss_ce": 0.24873, "decode.acc_seg": 90.026, "aux.loss_ce": 0.12358, "aux.acc_seg": 88.17279, "loss": 0.37231, "time": 0.62359}
{"mode": "train", "epoch": 60, "iter": 75350, "lr": 3e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.26919, "decode.acc_seg": 89.15332, "aux.loss_ce": 0.13298, "aux.acc_seg": 87.42505, "loss": 0.40217, "time": 0.63065}
{"mode": "train", "epoch": 60, "iter": 75400, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.24953, "decode.acc_seg": 89.63271, "aux.loss_ce": 0.1229, "aux.acc_seg": 87.87885, "loss": 0.37243, "time": 0.6312}
{"mode": "train", "epoch": 60, "iter": 75450, "lr": 3e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.23528, "decode.acc_seg": 90.09989, "aux.loss_ce": 0.11814, "aux.acc_seg": 88.18557, "loss": 0.35342, "time": 0.64072}
{"mode": "train", "epoch": 60, "iter": 75500, "lr": 3e-05, "memory": 43699, "data_time": 0.0069, "decode.loss_ce": 0.24092, "decode.acc_seg": 90.09945, "aux.loss_ce": 0.1199, "aux.acc_seg": 88.25523, "loss": 0.36083, "time": 0.6151}
{"mode": "train", "epoch": 60, "iter": 75550, "lr": 3e-05, "memory": 43699, "data_time": 0.00689, "decode.loss_ce": 0.26487, "decode.acc_seg": 89.37782, "aux.loss_ce": 0.13291, "aux.acc_seg": 86.95867, "loss": 0.39778, "time": 0.63153}
{"mode": "train", "epoch": 60, "iter": 75600, "lr": 3e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.25335, "decode.acc_seg": 89.52013, "aux.loss_ce": 0.12667, "aux.acc_seg": 87.6456, "loss": 0.38002, "time": 0.62886}
{"mode": "train", "epoch": 60, "iter": 75650, "lr": 3e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.25717, "decode.acc_seg": 89.53395, "aux.loss_ce": 0.12961, "aux.acc_seg": 87.3666, "loss": 0.38678, "time": 0.63972}
{"mode": "train", "epoch": 60, "iter": 75700, "lr": 3e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.26558, "decode.acc_seg": 89.1377, "aux.loss_ce": 0.13167, "aux.acc_seg": 87.09893, "loss": 0.39725, "time": 0.61367}
{"mode": "train", "epoch": 60, "iter": 75750, "lr": 3e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.24968, "decode.acc_seg": 89.43834, "aux.loss_ce": 0.12462, "aux.acc_seg": 87.38842, "loss": 0.3743, "time": 0.63695}
{"mode": "train", "epoch": 61, "iter": 75800, "lr": 3e-05, "memory": 43699, "data_time": 0.05379, "decode.loss_ce": 0.27477, "decode.acc_seg": 88.71785, "aux.loss_ce": 0.13539, "aux.acc_seg": 86.61126, "loss": 0.41017, "time": 0.6788}
{"mode": "train", "epoch": 61, "iter": 75850, "lr": 3e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.25783, "decode.acc_seg": 89.3612, "aux.loss_ce": 0.12909, "aux.acc_seg": 87.53133, "loss": 0.38691, "time": 0.64068}
{"mode": "train", "epoch": 61, "iter": 75900, "lr": 3e-05, "memory": 43699, "data_time": 0.00686, "decode.loss_ce": 0.25111, "decode.acc_seg": 89.69093, "aux.loss_ce": 0.1261, "aux.acc_seg": 87.55052, "loss": 0.3772, "time": 0.61606}
{"mode": "train", "epoch": 61, "iter": 75950, "lr": 3e-05, "memory": 43699, "data_time": 0.00685, "decode.loss_ce": 0.24753, "decode.acc_seg": 89.68406, "aux.loss_ce": 0.12438, "aux.acc_seg": 87.78518, "loss": 0.37192, "time": 0.63985}
{"mode": "train", "epoch": 61, "iter": 76000, "lr": 3e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.24889, "decode.acc_seg": 89.69439, "aux.loss_ce": 0.12662, "aux.acc_seg": 87.43337, "loss": 0.37552, "time": 0.61589}
{"mode": "train", "epoch": 61, "iter": 76050, "lr": 3e-05, "memory": 43699, "data_time": 0.00693, "decode.loss_ce": 0.2396, "decode.acc_seg": 89.87462, "aux.loss_ce": 0.11893, "aux.acc_seg": 88.07958, "loss": 0.35854, "time": 0.64078}
{"mode": "train", "epoch": 61, "iter": 76100, "lr": 3e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.26124, "decode.acc_seg": 89.24227, "aux.loss_ce": 0.13033, "aux.acc_seg": 87.24251, "loss": 0.39157, "time": 0.62287}
{"mode": "train", "epoch": 61, "iter": 76150, "lr": 3e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.25308, "decode.acc_seg": 89.48188, "aux.loss_ce": 0.12728, "aux.acc_seg": 87.38317, "loss": 0.38036, "time": 0.63007}
{"mode": "train", "epoch": 61, "iter": 76200, "lr": 3e-05, "memory": 43699, "data_time": 0.00694, "decode.loss_ce": 0.24449, "decode.acc_seg": 89.76869, "aux.loss_ce": 0.12049, "aux.acc_seg": 87.93933, "loss": 0.36498, "time": 0.61638}
{"mode": "train", "epoch": 61, "iter": 76250, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.25632, "decode.acc_seg": 89.54157, "aux.loss_ce": 0.12674, "aux.acc_seg": 87.48105, "loss": 0.38306, "time": 0.63942}
{"mode": "train", "epoch": 61, "iter": 76300, "lr": 3e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.24365, "decode.acc_seg": 90.02747, "aux.loss_ce": 0.12176, "aux.acc_seg": 88.0064, "loss": 0.36541, "time": 0.62322}
{"mode": "train", "epoch": 61, "iter": 76350, "lr": 3e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.2485, "decode.acc_seg": 89.46379, "aux.loss_ce": 0.12834, "aux.acc_seg": 87.11681, "loss": 0.37683, "time": 0.63003}
{"mode": "train", "epoch": 61, "iter": 76400, "lr": 3e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.26164, "decode.acc_seg": 89.35975, "aux.loss_ce": 0.12898, "aux.acc_seg": 87.53024, "loss": 0.39062, "time": 0.6235}
{"mode": "train", "epoch": 61, "iter": 76450, "lr": 3e-05, "memory": 43699, "data_time": 0.00691, "decode.loss_ce": 0.25057, "decode.acc_seg": 89.63091, "aux.loss_ce": 0.12482, "aux.acc_seg": 87.89162, "loss": 0.3754, "time": 0.63938}
{"mode": "train", "epoch": 61, "iter": 76500, "lr": 3e-05, "memory": 43699, "data_time": 0.0068, "decode.loss_ce": 0.27257, "decode.acc_seg": 88.82942, "aux.loss_ce": 0.13469, "aux.acc_seg": 86.94556, "loss": 0.40727, "time": 0.62374}
{"mode": "train", "epoch": 61, "iter": 76550, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.2614, "decode.acc_seg": 89.43862, "aux.loss_ce": 0.13027, "aux.acc_seg": 87.46266, "loss": 0.39167, "time": 0.63375}
{"mode": "train", "epoch": 61, "iter": 76600, "lr": 3e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.2447, "decode.acc_seg": 89.98277, "aux.loss_ce": 0.12483, "aux.acc_seg": 87.68717, "loss": 0.36954, "time": 0.62173}
{"mode": "train", "epoch": 61, "iter": 76650, "lr": 3e-05, "memory": 43699, "data_time": 0.00661, "decode.loss_ce": 0.26015, "decode.acc_seg": 89.31493, "aux.loss_ce": 0.12936, "aux.acc_seg": 87.34446, "loss": 0.38951, "time": 0.6296}
{"mode": "train", "epoch": 61, "iter": 76700, "lr": 3e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.25301, "decode.acc_seg": 89.61812, "aux.loss_ce": 0.12519, "aux.acc_seg": 87.81773, "loss": 0.3782, "time": 0.62303}
{"mode": "train", "epoch": 61, "iter": 76750, "lr": 3e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.25433, "decode.acc_seg": 89.22732, "aux.loss_ce": 0.12777, "aux.acc_seg": 87.22061, "loss": 0.3821, "time": 0.63033}
{"mode": "train", "epoch": 61, "iter": 76800, "lr": 3e-05, "memory": 43699, "data_time": 0.00675, "decode.loss_ce": 0.26284, "decode.acc_seg": 89.13075, "aux.loss_ce": 0.13068, "aux.acc_seg": 87.07514, "loss": 0.39352, "time": 0.62013}
{"mode": "train", "epoch": 61, "iter": 76850, "lr": 3e-05, "memory": 43699, "data_time": 0.00687, "decode.loss_ce": 0.26065, "decode.acc_seg": 89.59557, "aux.loss_ce": 0.12853, "aux.acc_seg": 87.68232, "loss": 0.38919, "time": 0.6302}
{"mode": "train", "epoch": 61, "iter": 76900, "lr": 3e-05, "memory": 43699, "data_time": 0.00668, "decode.loss_ce": 0.26014, "decode.acc_seg": 89.11719, "aux.loss_ce": 0.13174, "aux.acc_seg": 86.94128, "loss": 0.39188, "time": 0.62952}
{"mode": "train", "epoch": 61, "iter": 76950, "lr": 3e-05, "memory": 43699, "data_time": 0.00672, "decode.loss_ce": 0.26237, "decode.acc_seg": 88.89251, "aux.loss_ce": 0.12858, "aux.acc_seg": 87.19627, "loss": 0.39095, "time": 0.62965}
{"mode": "train", "epoch": 61, "iter": 77000, "lr": 3e-05, "memory": 43699, "data_time": 0.00647, "decode.loss_ce": 0.25691, "decode.acc_seg": 89.39275, "aux.loss_ce": 0.13128, "aux.acc_seg": 87.21997, "loss": 0.38819, "time": 0.61438}
{"mode": "train", "epoch": 62, "iter": 77050, "lr": 3e-05, "memory": 43699, "data_time": 0.05516, "decode.loss_ce": 0.24464, "decode.acc_seg": 89.83685, "aux.loss_ce": 0.12464, "aux.acc_seg": 87.82341, "loss": 0.36928, "time": 0.69063}
{"mode": "train", "epoch": 62, "iter": 77100, "lr": 3e-05, "memory": 43699, "data_time": 0.00679, "decode.loss_ce": 0.2498, "decode.acc_seg": 89.66516, "aux.loss_ce": 0.12781, "aux.acc_seg": 87.33297, "loss": 0.37761, "time": 0.62963}
{"mode": "train", "epoch": 62, "iter": 77150, "lr": 3e-05, "memory": 43699, "data_time": 0.00681, "decode.loss_ce": 0.24422, "decode.acc_seg": 90.0201, "aux.loss_ce": 0.11997, "aux.acc_seg": 88.23884, "loss": 0.3642, "time": 0.6231}
{"mode": "train", "epoch": 62, "iter": 77200, "lr": 3e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.24752, "decode.acc_seg": 89.84576, "aux.loss_ce": 0.12621, "aux.acc_seg": 87.57662, "loss": 0.37373, "time": 0.62955}
{"mode": "train", "epoch": 62, "iter": 77250, "lr": 3e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.2503, "decode.acc_seg": 89.46913, "aux.loss_ce": 0.12714, "aux.acc_seg": 87.33275, "loss": 0.37744, "time": 0.62836}
{"mode": "train", "epoch": 62, "iter": 77300, "lr": 3e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.23624, "decode.acc_seg": 89.92668, "aux.loss_ce": 0.12118, "aux.acc_seg": 87.70322, "loss": 0.35742, "time": 0.63471}
{"mode": "train", "epoch": 62, "iter": 77350, "lr": 3e-05, "memory": 43699, "data_time": 0.00799, "decode.loss_ce": 0.25683, "decode.acc_seg": 89.28914, "aux.loss_ce": 0.12927, "aux.acc_seg": 87.08096, "loss": 0.3861, "time": 0.62382}
{"mode": "train", "epoch": 62, "iter": 77400, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.24763, "decode.acc_seg": 89.89734, "aux.loss_ce": 0.12454, "aux.acc_seg": 87.84615, "loss": 0.37217, "time": 0.63913}
{"mode": "train", "epoch": 62, "iter": 77450, "lr": 3e-05, "memory": 43699, "data_time": 0.00785, "decode.loss_ce": 0.25299, "decode.acc_seg": 89.49026, "aux.loss_ce": 0.12681, "aux.acc_seg": 87.44765, "loss": 0.3798, "time": 0.62245}
{"mode": "train", "epoch": 62, "iter": 77500, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.24577, "decode.acc_seg": 89.56996, "aux.loss_ce": 0.12379, "aux.acc_seg": 87.53142, "loss": 0.36956, "time": 0.63186}
{"mode": "train", "epoch": 62, "iter": 77550, "lr": 3e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.25638, "decode.acc_seg": 89.60279, "aux.loss_ce": 0.12953, "aux.acc_seg": 87.38778, "loss": 0.38591, "time": 0.6235}
{"mode": "train", "epoch": 62, "iter": 77600, "lr": 3e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.25184, "decode.acc_seg": 89.93508, "aux.loss_ce": 0.12676, "aux.acc_seg": 87.90605, "loss": 0.37861, "time": 0.63889}
{"mode": "train", "epoch": 62, "iter": 77650, "lr": 3e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.26081, "decode.acc_seg": 89.39961, "aux.loss_ce": 0.12902, "aux.acc_seg": 87.55163, "loss": 0.38983, "time": 0.63209}
{"mode": "train", "epoch": 62, "iter": 77700, "lr": 3e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.2494, "decode.acc_seg": 89.85147, "aux.loss_ce": 0.12572, "aux.acc_seg": 87.69128, "loss": 0.37511, "time": 0.64001}
{"mode": "train", "epoch": 62, "iter": 77750, "lr": 3e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.24928, "decode.acc_seg": 89.54665, "aux.loss_ce": 0.12611, "aux.acc_seg": 87.39626, "loss": 0.37539, "time": 0.6147}
{"mode": "train", "epoch": 62, "iter": 77800, "lr": 3e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.24928, "decode.acc_seg": 89.64332, "aux.loss_ce": 0.12301, "aux.acc_seg": 87.97164, "loss": 0.37229, "time": 0.63769}
{"mode": "train", "epoch": 62, "iter": 77850, "lr": 3e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.25824, "decode.acc_seg": 89.50863, "aux.loss_ce": 0.12812, "aux.acc_seg": 87.38345, "loss": 0.38636, "time": 0.63097}
{"mode": "train", "epoch": 62, "iter": 77900, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.27474, "decode.acc_seg": 88.54908, "aux.loss_ce": 0.13873, "aux.acc_seg": 86.36105, "loss": 0.41347, "time": 0.64668}
{"mode": "train", "epoch": 62, "iter": 77950, "lr": 3e-05, "memory": 43699, "data_time": 0.00821, "decode.loss_ce": 0.27256, "decode.acc_seg": 88.82776, "aux.loss_ce": 0.13681, "aux.acc_seg": 86.50171, "loss": 0.40937, "time": 0.61609}
{"mode": "train", "epoch": 62, "iter": 78000, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.26362, "decode.acc_seg": 89.10093, "aux.loss_ce": 0.13117, "aux.acc_seg": 87.20902, "loss": 0.39479, "time": 0.6393}
{"mode": "train", "epoch": 62, "iter": 78050, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.24661, "decode.acc_seg": 90.09868, "aux.loss_ce": 0.12408, "aux.acc_seg": 87.99815, "loss": 0.37069, "time": 0.63074}
{"mode": "train", "epoch": 62, "iter": 78100, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.24989, "decode.acc_seg": 89.50788, "aux.loss_ce": 0.12695, "aux.acc_seg": 87.27882, "loss": 0.37684, "time": 0.63983}
{"mode": "train", "epoch": 62, "iter": 78150, "lr": 3e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.26579, "decode.acc_seg": 89.44648, "aux.loss_ce": 0.13112, "aux.acc_seg": 87.47802, "loss": 0.39691, "time": 0.61675}
{"mode": "train", "epoch": 62, "iter": 78200, "lr": 3e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.26224, "decode.acc_seg": 89.25558, "aux.loss_ce": 0.13255, "aux.acc_seg": 87.01577, "loss": 0.39479, "time": 0.6385}
{"mode": "train", "epoch": 62, "iter": 78250, "lr": 3e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.25018, "decode.acc_seg": 89.64613, "aux.loss_ce": 0.12706, "aux.acc_seg": 87.47891, "loss": 0.37723, "time": 0.6377}
{"mode": "train", "epoch": 62, "iter": 78300, "lr": 3e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.25661, "decode.acc_seg": 89.33515, "aux.loss_ce": 0.12907, "aux.acc_seg": 87.22129, "loss": 0.38569, "time": 0.63127}
{"mode": "train", "epoch": 63, "iter": 78350, "lr": 3e-05, "memory": 43699, "data_time": 0.05724, "decode.loss_ce": 0.25017, "decode.acc_seg": 89.57959, "aux.loss_ce": 0.12613, "aux.acc_seg": 87.45344, "loss": 0.3763, "time": 0.67632}
{"mode": "train", "epoch": 63, "iter": 78400, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.2446, "decode.acc_seg": 89.66433, "aux.loss_ce": 0.12389, "aux.acc_seg": 87.63551, "loss": 0.36849, "time": 0.63182}
{"mode": "train", "epoch": 63, "iter": 78450, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.24328, "decode.acc_seg": 89.69434, "aux.loss_ce": 0.12379, "aux.acc_seg": 87.56559, "loss": 0.36707, "time": 0.6314}
{"mode": "train", "epoch": 63, "iter": 78500, "lr": 3e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.24841, "decode.acc_seg": 89.72835, "aux.loss_ce": 0.12512, "aux.acc_seg": 87.63406, "loss": 0.37352, "time": 0.63202}
{"mode": "train", "epoch": 63, "iter": 78550, "lr": 3e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.23555, "decode.acc_seg": 90.20977, "aux.loss_ce": 0.11914, "aux.acc_seg": 88.2029, "loss": 0.35469, "time": 0.62265}
{"mode": "train", "epoch": 63, "iter": 78600, "lr": 3e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.25491, "decode.acc_seg": 89.53666, "aux.loss_ce": 0.13052, "aux.acc_seg": 87.39422, "loss": 0.38544, "time": 0.63177}
{"mode": "train", "epoch": 63, "iter": 78650, "lr": 3e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.24687, "decode.acc_seg": 89.86012, "aux.loss_ce": 0.12296, "aux.acc_seg": 87.89696, "loss": 0.36983, "time": 0.64018}
{"mode": "train", "epoch": 63, "iter": 78700, "lr": 3e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.24275, "decode.acc_seg": 89.83366, "aux.loss_ce": 0.12105, "aux.acc_seg": 87.86014, "loss": 0.3638, "time": 0.63056}
{"mode": "train", "epoch": 63, "iter": 78750, "lr": 3e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.2493, "decode.acc_seg": 89.46462, "aux.loss_ce": 0.12419, "aux.acc_seg": 87.66076, "loss": 0.37349, "time": 0.62069}
{"mode": "train", "epoch": 63, "iter": 78800, "lr": 3e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.26081, "decode.acc_seg": 89.34705, "aux.loss_ce": 0.13107, "aux.acc_seg": 87.20545, "loss": 0.39188, "time": 0.63874}
{"mode": "train", "epoch": 63, "iter": 78850, "lr": 3e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.23927, "decode.acc_seg": 90.33531, "aux.loss_ce": 0.11913, "aux.acc_seg": 88.51345, "loss": 0.3584, "time": 0.63989}
{"mode": "train", "epoch": 63, "iter": 78900, "lr": 3e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.24381, "decode.acc_seg": 89.80411, "aux.loss_ce": 0.12524, "aux.acc_seg": 87.4732, "loss": 0.36904, "time": 0.62317}
{"mode": "train", "epoch": 63, "iter": 78950, "lr": 3e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.26216, "decode.acc_seg": 89.16374, "aux.loss_ce": 0.12679, "aux.acc_seg": 87.15835, "loss": 0.38895, "time": 0.62248}
{"mode": "train", "epoch": 63, "iter": 79000, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.2522, "decode.acc_seg": 89.8595, "aux.loss_ce": 0.12789, "aux.acc_seg": 87.70834, "loss": 0.38009, "time": 0.64035}
{"mode": "train", "epoch": 63, "iter": 79050, "lr": 3e-05, "memory": 43699, "data_time": 0.00791, "decode.loss_ce": 0.26159, "decode.acc_seg": 89.37241, "aux.loss_ce": 0.1303, "aux.acc_seg": 87.3508, "loss": 0.39189, "time": 0.64685}
{"mode": "train", "epoch": 63, "iter": 79100, "lr": 3e-05, "memory": 43699, "data_time": 0.00831, "decode.loss_ce": 0.25898, "decode.acc_seg": 89.29695, "aux.loss_ce": 0.12922, "aux.acc_seg": 87.33647, "loss": 0.38819, "time": 0.62505}
{"mode": "train", "epoch": 63, "iter": 79150, "lr": 3e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.2598, "decode.acc_seg": 89.11036, "aux.loss_ce": 0.12753, "aux.acc_seg": 87.26209, "loss": 0.38733, "time": 0.63085}
{"mode": "train", "epoch": 63, "iter": 79200, "lr": 3e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.23939, "decode.acc_seg": 89.86011, "aux.loss_ce": 0.11955, "aux.acc_seg": 87.81812, "loss": 0.35894, "time": 0.63971}
{"mode": "train", "epoch": 63, "iter": 79250, "lr": 3e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.2512, "decode.acc_seg": 89.67133, "aux.loss_ce": 0.12774, "aux.acc_seg": 87.46235, "loss": 0.37894, "time": 0.63995}
{"mode": "train", "epoch": 63, "iter": 79300, "lr": 3e-05, "memory": 43699, "data_time": 0.00817, "decode.loss_ce": 0.23452, "decode.acc_seg": 89.95467, "aux.loss_ce": 0.12063, "aux.acc_seg": 87.71773, "loss": 0.35516, "time": 0.62381}
{"mode": "train", "epoch": 63, "iter": 79350, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.25919, "decode.acc_seg": 89.44315, "aux.loss_ce": 0.13222, "aux.acc_seg": 87.06593, "loss": 0.39141, "time": 0.63168}
{"mode": "train", "epoch": 63, "iter": 79400, "lr": 3e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.2478, "decode.acc_seg": 89.68777, "aux.loss_ce": 0.12604, "aux.acc_seg": 87.78805, "loss": 0.37384, "time": 0.63368}
{"mode": "train", "epoch": 63, "iter": 79450, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.25789, "decode.acc_seg": 89.44145, "aux.loss_ce": 0.12756, "aux.acc_seg": 87.46418, "loss": 0.38545, "time": 0.63209}
{"mode": "train", "epoch": 63, "iter": 79500, "lr": 3e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.2598, "decode.acc_seg": 89.44916, "aux.loss_ce": 0.12837, "aux.acc_seg": 87.47895, "loss": 0.38817, "time": 0.61558}
{"mode": "train", "epoch": 63, "iter": 79550, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.25042, "decode.acc_seg": 89.61925, "aux.loss_ce": 0.12672, "aux.acc_seg": 87.58109, "loss": 0.37714, "time": 0.63089}
{"mode": "train", "epoch": 64, "iter": 79600, "lr": 3e-05, "memory": 43699, "data_time": 0.0553, "decode.loss_ce": 0.2568, "decode.acc_seg": 89.71804, "aux.loss_ce": 0.12662, "aux.acc_seg": 87.74137, "loss": 0.38342, "time": 0.68229}
{"mode": "train", "epoch": 64, "iter": 79650, "lr": 3e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.25035, "decode.acc_seg": 89.57536, "aux.loss_ce": 0.12546, "aux.acc_seg": 87.42756, "loss": 0.37581, "time": 0.63264}
{"mode": "train", "epoch": 64, "iter": 79700, "lr": 3e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.24533, "decode.acc_seg": 89.52675, "aux.loss_ce": 0.12344, "aux.acc_seg": 87.48098, "loss": 0.36876, "time": 0.61454}
{"mode": "train", "epoch": 64, "iter": 79750, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.24085, "decode.acc_seg": 90.11281, "aux.loss_ce": 0.12218, "aux.acc_seg": 88.08614, "loss": 0.36303, "time": 0.63086}
{"mode": "train", "epoch": 64, "iter": 79800, "lr": 3e-05, "memory": 43699, "data_time": 0.00788, "decode.loss_ce": 0.25672, "decode.acc_seg": 89.56726, "aux.loss_ce": 0.12935, "aux.acc_seg": 87.28329, "loss": 0.38607, "time": 0.63947}
{"mode": "train", "epoch": 64, "iter": 79850, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.23105, "decode.acc_seg": 90.1202, "aux.loss_ce": 0.11757, "aux.acc_seg": 88.17482, "loss": 0.34862, "time": 0.63064}
{"mode": "train", "epoch": 64, "iter": 79900, "lr": 3e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.2414, "decode.acc_seg": 89.99485, "aux.loss_ce": 0.12007, "aux.acc_seg": 88.02411, "loss": 0.36147, "time": 0.62241}
{"mode": "train", "epoch": 64, "iter": 79950, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.25151, "decode.acc_seg": 89.85621, "aux.loss_ce": 0.13117, "aux.acc_seg": 87.37444, "loss": 0.38268, "time": 0.62951}
{"mode": "train", "epoch": 64, "iter": 80000, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.24953, "decode.acc_seg": 89.77323, "aux.loss_ce": 0.12621, "aux.acc_seg": 87.6701, "loss": 0.37574, "time": 0.6871}
{"mode": "val", "epoch": 64, "iter": 250, "lr": 3e-05, "aAcc": 0.8381, "mIoU": 0.5125, "mAcc": 0.6456, "IoU.wall": 0.786, "IoU.building": 0.8388, "IoU.sky": 0.9433, "IoU.floor": 0.8257, "IoU.tree": 0.7453, "IoU.ceiling": 0.8462, "IoU.road": 0.8516, "IoU.bed ": 0.9067, "IoU.windowpane": 0.6219, "IoU.grass": 0.6717, "IoU.cabinet": 0.6302, "IoU.sidewalk": 0.6731, "IoU.person": 0.8301, "IoU.earth": 0.3619, "IoU.door": 0.528, "IoU.table": 0.6068, "IoU.mountain": 0.6079, "IoU.plant": 0.5292, "IoU.curtain": 0.7635, "IoU.chair": 0.5959, "IoU.car": 0.8419, "IoU.water": 0.548, "IoU.painting": 0.7303, "IoU.sofa": 0.6829, "IoU.shelf": 0.4318, "IoU.house": 0.5159, "IoU.sea": 0.51, "IoU.mirror": 0.6623, "IoU.rug": 0.6541, "IoU.field": 0.2848, "IoU.armchair": 0.4516, "IoU.seat": 0.6751, "IoU.fence": 0.4443, "IoU.desk": 0.5125, "IoU.rock": 0.4679, "IoU.wardrobe": 0.4954, "IoU.lamp": 0.6504, "IoU.bathtub": 0.8013, "IoU.railing": 0.3709, "IoU.cushion": 0.6288, "IoU.base": 0.3332, "IoU.box": 0.301, "IoU.column": 0.4716, "IoU.signboard": 0.3791, "IoU.chest of drawers": 0.4163, "IoU.counter": 0.3464, "IoU.sand": 0.458, "IoU.sink": 0.7254, "IoU.skyscraper": 0.5631, "IoU.fireplace": 0.7238, "IoU.refrigerator": 0.7844, "IoU.grandstand": 0.5016, "IoU.path": 0.2651, "IoU.stairs": 0.3501, "IoU.runway": 0.7382, "IoU.case": 0.5478, "IoU.pool table": 0.9189, "IoU.pillow": 0.6351, "IoU.screen door": 0.6325, "IoU.stairway": 0.3267, "IoU.river": 0.0965, "IoU.bridge": 0.5878, "IoU.bookcase": 0.378, "IoU.blind": 0.449, "IoU.coffee table": 0.5768, "IoU.toilet": 0.8394, "IoU.flower": 0.4233, "IoU.book": 0.4419, "IoU.hill": 0.0911, "IoU.bench": 0.4861, "IoU.countertop": 0.5808, "IoU.stove": 0.7669, "IoU.palm": 0.5308, "IoU.kitchen island": 0.4185, "IoU.computer": 0.6684, "IoU.swivel chair": 0.5056, "IoU.boat": 0.4319, "IoU.bar": 0.3998, "IoU.arcade machine": 0.8254, "IoU.hovel": 0.4406, "IoU.bus": 0.8915, "IoU.towel": 0.6585, "IoU.light": 0.5601, "IoU.truck": 0.2896, "IoU.tower": 0.3468, "IoU.chandelier": 0.6834, "IoU.awning": 0.2924, "IoU.streetlight": 0.2922, "IoU.booth": 0.4862, "IoU.television receiver": 0.729, "IoU.airplane": 0.6349, "IoU.dirt track": 0.0869, "IoU.apparel": 0.4092, "IoU.pole": 0.2112, "IoU.land": 0.0487, "IoU.bannister": 0.1482, "IoU.escalator": 0.4263, "IoU.ottoman": 0.522, "IoU.bottle": 0.4062, "IoU.buffet": 0.5106, "IoU.poster": 0.2941, "IoU.stage": 0.2381, "IoU.van": 0.4401, "IoU.ship": 0.3437, "IoU.fountain": 0.2102, "IoU.conveyer belt": 0.6659, "IoU.canopy": 0.2302, "IoU.washer": 0.7412, "IoU.plaything": 0.4635, "IoU.swimming pool": 0.7111, "IoU.stool": 0.4435, "IoU.barrel": 0.2837, "IoU.basket": 0.4001, "IoU.waterfall": 0.6542, "IoU.tent": 0.9542, "IoU.bag": 0.2169, "IoU.minibike": 0.7259, "IoU.cradle": 0.7645, "IoU.oven": 0.5236, "IoU.ball": 0.4422, "IoU.food": 0.5565, "IoU.step": 0.094, "IoU.tank": 0.4937, "IoU.trade name": 0.2487, "IoU.microwave": 0.847, "IoU.pot": 0.4181, "IoU.animal": 0.6829, "IoU.bicycle": 0.5621, "IoU.lake": 0.5069, "IoU.dishwasher": 0.5815, "IoU.screen": 0.5906, "IoU.blanket": 0.2138, "IoU.sculpture": 0.6072, "IoU.hood": 0.5675, "IoU.sconce": 0.4921, "IoU.vase": 0.3955, "IoU.traffic light": 0.3332, "IoU.tray": 0.1045, "IoU.ashcan": 0.433, "IoU.fan": 0.6121, "IoU.pier": 0.3271, "IoU.crt screen": 0.0479, "IoU.plate": 0.566, "IoU.monitor": 0.0945, "IoU.bulletin board": 0.4037, "IoU.shower": 0.0082, "IoU.radiator": 0.6793, "IoU.glass": 0.16, "IoU.clock": 0.3869, "IoU.flag": 0.5917, "Acc.wall": 0.8779, "Acc.building": 0.9198, "Acc.sky": 0.98, "Acc.floor": 0.9067, "Acc.tree": 0.8634, "Acc.ceiling": 0.9355, "Acc.road": 0.8985, "Acc.bed ": 0.9528, "Acc.windowpane": 0.7773, "Acc.grass": 0.8031, "Acc.cabinet": 0.7418, "Acc.sidewalk": 0.8301, "Acc.person": 0.9232, "Acc.earth": 0.5168, "Acc.door": 0.7231, "Acc.table": 0.7683, "Acc.mountain": 0.7344, "Acc.plant": 0.6347, "Acc.curtain": 0.9046, "Acc.chair": 0.7366, "Acc.car": 0.8998, "Acc.water": 0.7266, "Acc.painting": 0.9101, "Acc.sofa": 0.8507, "Acc.shelf": 0.6041, "Acc.house": 0.6636, "Acc.sea": 0.6948, "Acc.mirror": 0.7292, "Acc.rug": 0.798, "Acc.field": 0.4679, "Acc.armchair": 0.6584, "Acc.seat": 0.8448, "Acc.fence": 0.6155, "Acc.desk": 0.68, "Acc.rock": 0.7529, "Acc.wardrobe": 0.6693, "Acc.lamp": 0.7695, "Acc.bathtub": 0.8613, "Acc.railing": 0.5797, "Acc.cushion": 0.7379, "Acc.base": 0.4114, "Acc.box": 0.3899, "Acc.column": 0.5905, "Acc.signboard": 0.5272, "Acc.chest of drawers": 0.5929, "Acc.counter": 0.4432, "Acc.sand": 0.7141, "Acc.sink": 0.8099, "Acc.skyscraper": 0.7823, "Acc.fireplace": 0.9267, "Acc.refrigerator": 0.8965, "Acc.grandstand": 0.7807, "Acc.path": 0.4127, "Acc.stairs": 0.4132, "Acc.runway": 0.97, "Acc.case": 0.7402, "Acc.pool table": 0.9709, "Acc.pillow": 0.7744, "Acc.screen door": 0.7699, "Acc.stairway": 0.3908, "Acc.river": 0.1826, "Acc.bridge": 0.7348, "Acc.bookcase": 0.6162, "Acc.blind": 0.5221, "Acc.coffee table": 0.8712, "Acc.toilet": 0.9288, "Acc.flower": 0.5505, "Acc.book": 0.6991, "Acc.hill": 0.1294, "Acc.bench": 0.5852, "Acc.countertop": 0.7534, "Acc.stove": 0.8221, "Acc.palm": 0.7744, "Acc.kitchen island": 0.8099, "Acc.computer": 0.7694, "Acc.swivel chair": 0.6933, "Acc.boat": 0.5333, "Acc.bar": 0.5607, "Acc.arcade machine": 0.8731, "Acc.hovel": 0.6565, "Acc.bus": 0.9693, "Acc.towel": 0.7817, "Acc.light": 0.6514, "Acc.truck": 0.4011, "Acc.tower": 0.5395, "Acc.chandelier": 0.865, "Acc.awning": 0.3723, "Acc.streetlight": 0.3931, "Acc.booth": 0.5147, "Acc.television receiver": 0.8098, "Acc.airplane": 0.8242, "Acc.dirt track": 0.1936, "Acc.apparel": 0.6836, "Acc.pole": 0.3017, "Acc.land": 0.0772, "Acc.bannister": 0.1825, "Acc.escalator": 0.6382, "Acc.ottoman": 0.7029, "Acc.bottle": 0.6591, "Acc.buffet": 0.6498, "Acc.poster": 0.3656, "Acc.stage": 0.3209, "Acc.van": 0.7316, "Acc.ship": 0.5354, "Acc.fountain": 0.2184, "Acc.conveyer belt": 0.9332, "Acc.canopy": 0.379, "Acc.washer": 0.7746, "Acc.plaything": 0.5403, "Acc.swimming pool": 0.8957, "Acc.stool": 0.5526, "Acc.barrel": 0.6516, "Acc.basket": 0.514, "Acc.waterfall": 0.7618, "Acc.tent": 0.9877, "Acc.bag": 0.2772, "Acc.minibike": 0.8543, "Acc.cradle": 0.9753, "Acc.oven": 0.6964, "Acc.ball": 0.4775, "Acc.food": 0.6267, "Acc.step": 0.1239, "Acc.tank": 0.6277, "Acc.trade name": 0.2826, "Acc.microwave": 0.9435, "Acc.pot": 0.4886, "Acc.animal": 0.7177, "Acc.bicycle": 0.7755, "Acc.lake": 0.5598, "Acc.dishwasher": 0.8105, "Acc.screen": 0.9076, "Acc.blanket": 0.2388, "Acc.sculpture": 0.7878, "Acc.hood": 0.7018, "Acc.sconce": 0.5766, "Acc.vase": 0.5147, "Acc.traffic light": 0.5426, "Acc.tray": 0.1293, "Acc.ashcan": 0.615, "Acc.fan": 0.7865, "Acc.pier": 0.4593, "Acc.crt screen": 0.1414, "Acc.plate": 0.6786, "Acc.monitor": 0.1322, "Acc.bulletin board": 0.6369, "Acc.shower": 0.015, "Acc.radiator": 0.7518, "Acc.glass": 0.1763, "Acc.clock": 0.4293, "Acc.flag": 0.6918}
{"mode": "train", "epoch": 64, "iter": 80050, "lr": 3e-05, "memory": 43699, "data_time": 1.37149, "decode.loss_ce": 0.24877, "decode.acc_seg": 89.60018, "aux.loss_ce": 0.12495, "aux.acc_seg": 87.56222, "loss": 0.37372, "time": 1.98746}
{"mode": "train", "epoch": 64, "iter": 80100, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.25148, "decode.acc_seg": 89.66909, "aux.loss_ce": 0.12289, "aux.acc_seg": 87.69717, "loss": 0.37437, "time": 0.6234}
{"mode": "train", "epoch": 64, "iter": 80150, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.24329, "decode.acc_seg": 89.72806, "aux.loss_ce": 0.11955, "aux.acc_seg": 87.90841, "loss": 0.36284, "time": 0.62931}
{"mode": "train", "epoch": 64, "iter": 80200, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.26329, "decode.acc_seg": 89.37614, "aux.loss_ce": 0.13188, "aux.acc_seg": 87.13368, "loss": 0.39517, "time": 0.62339}
{"mode": "train", "epoch": 64, "iter": 80250, "lr": 3e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.2725, "decode.acc_seg": 89.35322, "aux.loss_ce": 0.13707, "aux.acc_seg": 87.33353, "loss": 0.40957, "time": 0.62219}
{"mode": "train", "epoch": 64, "iter": 80300, "lr": 3e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.23403, "decode.acc_seg": 90.17175, "aux.loss_ce": 0.11721, "aux.acc_seg": 87.94125, "loss": 0.35125, "time": 0.6315}
{"mode": "train", "epoch": 64, "iter": 80350, "lr": 3e-05, "memory": 43699, "data_time": 0.00823, "decode.loss_ce": 0.24815, "decode.acc_seg": 89.58651, "aux.loss_ce": 0.12305, "aux.acc_seg": 87.67297, "loss": 0.3712, "time": 0.62435}
{"mode": "train", "epoch": 64, "iter": 80400, "lr": 3e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.24255, "decode.acc_seg": 89.71645, "aux.loss_ce": 0.12075, "aux.acc_seg": 87.76336, "loss": 0.3633, "time": 0.62967}
{"mode": "train", "epoch": 64, "iter": 80450, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.2467, "decode.acc_seg": 89.80796, "aux.loss_ce": 0.12475, "aux.acc_seg": 87.705, "loss": 0.37145, "time": 0.62452}
{"mode": "train", "epoch": 64, "iter": 80500, "lr": 3e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.24838, "decode.acc_seg": 89.51147, "aux.loss_ce": 0.12509, "aux.acc_seg": 87.73266, "loss": 0.37346, "time": 0.63153}
{"mode": "train", "epoch": 64, "iter": 80550, "lr": 3e-05, "memory": 43699, "data_time": 0.00828, "decode.loss_ce": 0.23846, "decode.acc_seg": 90.18139, "aux.loss_ce": 0.1211, "aux.acc_seg": 88.038, "loss": 0.35957, "time": 0.63365}
{"mode": "train", "epoch": 64, "iter": 80600, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.23137, "decode.acc_seg": 90.54776, "aux.loss_ce": 0.11753, "aux.acc_seg": 88.57955, "loss": 0.34889, "time": 0.63013}
{"mode": "train", "epoch": 64, "iter": 80650, "lr": 3e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.25214, "decode.acc_seg": 89.39509, "aux.loss_ce": 0.12558, "aux.acc_seg": 87.45707, "loss": 0.37772, "time": 0.62904}
{"mode": "train", "epoch": 64, "iter": 80700, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.26791, "decode.acc_seg": 89.22488, "aux.loss_ce": 0.13407, "aux.acc_seg": 87.26941, "loss": 0.40198, "time": 0.63116}
{"mode": "train", "epoch": 64, "iter": 80750, "lr": 3e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.24548, "decode.acc_seg": 89.771, "aux.loss_ce": 0.12228, "aux.acc_seg": 87.91163, "loss": 0.36776, "time": 0.62342}
{"mode": "train", "epoch": 64, "iter": 80800, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.24665, "decode.acc_seg": 89.61499, "aux.loss_ce": 0.12813, "aux.acc_seg": 87.34623, "loss": 0.37478, "time": 0.62252}
{"mode": "train", "epoch": 65, "iter": 80850, "lr": 3e-05, "memory": 43699, "data_time": 0.05096, "decode.loss_ce": 0.24949, "decode.acc_seg": 89.72023, "aux.loss_ce": 0.12719, "aux.acc_seg": 87.56716, "loss": 0.37668, "time": 0.67889}
{"mode": "train", "epoch": 65, "iter": 80900, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.25396, "decode.acc_seg": 89.44266, "aux.loss_ce": 0.12769, "aux.acc_seg": 87.19821, "loss": 0.38165, "time": 0.63909}
{"mode": "train", "epoch": 65, "iter": 80950, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.2558, "decode.acc_seg": 89.51708, "aux.loss_ce": 0.12755, "aux.acc_seg": 87.47243, "loss": 0.38335, "time": 0.63025}
{"mode": "train", "epoch": 65, "iter": 81000, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.23078, "decode.acc_seg": 90.409, "aux.loss_ce": 0.11828, "aux.acc_seg": 88.40253, "loss": 0.34905, "time": 0.62588}
{"mode": "train", "epoch": 65, "iter": 81050, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.24802, "decode.acc_seg": 89.63236, "aux.loss_ce": 0.12649, "aux.acc_seg": 87.52737, "loss": 0.37451, "time": 0.63074}
{"mode": "train", "epoch": 65, "iter": 81100, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.24273, "decode.acc_seg": 89.72644, "aux.loss_ce": 0.12519, "aux.acc_seg": 87.69876, "loss": 0.36792, "time": 0.6307}
{"mode": "train", "epoch": 65, "iter": 81150, "lr": 3e-05, "memory": 43699, "data_time": 0.01629, "decode.loss_ce": 0.25, "decode.acc_seg": 89.77903, "aux.loss_ce": 0.12807, "aux.acc_seg": 87.41447, "loss": 0.37807, "time": 0.63997}
{"mode": "train", "epoch": 65, "iter": 81200, "lr": 3e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.24026, "decode.acc_seg": 90.1021, "aux.loss_ce": 0.12221, "aux.acc_seg": 87.9998, "loss": 0.36247, "time": 0.62123}
{"mode": "train", "epoch": 65, "iter": 81250, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.22805, "decode.acc_seg": 90.42204, "aux.loss_ce": 0.11668, "aux.acc_seg": 88.39151, "loss": 0.34472, "time": 0.63599}
{"mode": "train", "epoch": 65, "iter": 81300, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.24822, "decode.acc_seg": 89.78262, "aux.loss_ce": 0.12418, "aux.acc_seg": 87.80916, "loss": 0.3724, "time": 0.6394}
{"mode": "train", "epoch": 65, "iter": 81350, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.2389, "decode.acc_seg": 90.04714, "aux.loss_ce": 0.12362, "aux.acc_seg": 87.72341, "loss": 0.36253, "time": 0.63134}
{"mode": "train", "epoch": 65, "iter": 81400, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.2479, "decode.acc_seg": 89.55966, "aux.loss_ce": 0.12623, "aux.acc_seg": 87.31274, "loss": 0.37412, "time": 0.62245}
{"mode": "train", "epoch": 65, "iter": 81450, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.23909, "decode.acc_seg": 90.20729, "aux.loss_ce": 0.11995, "aux.acc_seg": 88.11351, "loss": 0.35904, "time": 0.64065}
{"mode": "train", "epoch": 65, "iter": 81500, "lr": 3e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.25262, "decode.acc_seg": 89.51649, "aux.loss_ce": 0.12596, "aux.acc_seg": 87.61602, "loss": 0.37858, "time": 0.6386}
{"mode": "train", "epoch": 65, "iter": 81550, "lr": 3e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.23776, "decode.acc_seg": 90.06083, "aux.loss_ce": 0.11895, "aux.acc_seg": 88.20223, "loss": 0.35671, "time": 0.63194}
{"mode": "train", "epoch": 65, "iter": 81600, "lr": 3e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.24078, "decode.acc_seg": 90.01242, "aux.loss_ce": 0.12226, "aux.acc_seg": 87.94052, "loss": 0.36304, "time": 0.63179}
{"mode": "train", "epoch": 65, "iter": 81650, "lr": 3e-05, "memory": 43699, "data_time": 0.00785, "decode.loss_ce": 0.24276, "decode.acc_seg": 90.29073, "aux.loss_ce": 0.12175, "aux.acc_seg": 88.45145, "loss": 0.36451, "time": 0.63093}
{"mode": "train", "epoch": 65, "iter": 81700, "lr": 3e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.23548, "decode.acc_seg": 90.14672, "aux.loss_ce": 0.12123, "aux.acc_seg": 87.88283, "loss": 0.35671, "time": 0.63288}
{"mode": "train", "epoch": 65, "iter": 81750, "lr": 3e-05, "memory": 43699, "data_time": 0.00796, "decode.loss_ce": 0.24225, "decode.acc_seg": 89.71727, "aux.loss_ce": 0.12011, "aux.acc_seg": 87.95328, "loss": 0.36236, "time": 0.63078}
{"mode": "train", "epoch": 65, "iter": 81800, "lr": 3e-05, "memory": 43699, "data_time": 0.00793, "decode.loss_ce": 0.2576, "decode.acc_seg": 89.72654, "aux.loss_ce": 0.1296, "aux.acc_seg": 87.63197, "loss": 0.38719, "time": 0.6331}
{"mode": "train", "epoch": 65, "iter": 81850, "lr": 3e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.24247, "decode.acc_seg": 90.0072, "aux.loss_ce": 0.1228, "aux.acc_seg": 88.0243, "loss": 0.36527, "time": 0.63164}
{"mode": "train", "epoch": 65, "iter": 81900, "lr": 3e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.24908, "decode.acc_seg": 89.76747, "aux.loss_ce": 0.12492, "aux.acc_seg": 87.5374, "loss": 0.374, "time": 0.62991}
{"mode": "train", "epoch": 65, "iter": 81950, "lr": 3e-05, "memory": 43699, "data_time": 0.00783, "decode.loss_ce": 0.24401, "decode.acc_seg": 89.76511, "aux.loss_ce": 0.1248, "aux.acc_seg": 87.63751, "loss": 0.36882, "time": 0.63207}
{"mode": "train", "epoch": 65, "iter": 82000, "lr": 3e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.25372, "decode.acc_seg": 89.68376, "aux.loss_ce": 0.12667, "aux.acc_seg": 87.71595, "loss": 0.38039, "time": 0.63394}
{"mode": "train", "epoch": 65, "iter": 82050, "lr": 3e-05, "memory": 43699, "data_time": 0.00807, "decode.loss_ce": 0.24306, "decode.acc_seg": 90.07437, "aux.loss_ce": 0.1238, "aux.acc_seg": 87.74898, "loss": 0.36686, "time": 0.63102}
{"mode": "train", "epoch": 66, "iter": 82100, "lr": 3e-05, "memory": 43699, "data_time": 0.05672, "decode.loss_ce": 0.24732, "decode.acc_seg": 89.95783, "aux.loss_ce": 0.12096, "aux.acc_seg": 88.04993, "loss": 0.36828, "time": 0.6909}
{"mode": "train", "epoch": 66, "iter": 82150, "lr": 3e-05, "memory": 43699, "data_time": 0.00795, "decode.loss_ce": 0.23939, "decode.acc_seg": 90.03762, "aux.loss_ce": 0.12176, "aux.acc_seg": 87.99409, "loss": 0.36115, "time": 0.62418}
{"mode": "train", "epoch": 66, "iter": 82200, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.23625, "decode.acc_seg": 90.21075, "aux.loss_ce": 0.11887, "aux.acc_seg": 88.19975, "loss": 0.35512, "time": 0.63261}
{"mode": "train", "epoch": 66, "iter": 82250, "lr": 3e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.23882, "decode.acc_seg": 89.92849, "aux.loss_ce": 0.12047, "aux.acc_seg": 87.79074, "loss": 0.35928, "time": 0.63807}
{"mode": "train", "epoch": 66, "iter": 82300, "lr": 3e-05, "memory": 43699, "data_time": 0.00799, "decode.loss_ce": 0.23298, "decode.acc_seg": 90.42822, "aux.loss_ce": 0.11745, "aux.acc_seg": 88.56113, "loss": 0.35043, "time": 0.62185}
{"mode": "train", "epoch": 66, "iter": 82350, "lr": 3e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.24371, "decode.acc_seg": 89.75539, "aux.loss_ce": 0.1232, "aux.acc_seg": 87.70489, "loss": 0.36691, "time": 0.62134}
{"mode": "train", "epoch": 66, "iter": 82400, "lr": 3e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.24523, "decode.acc_seg": 89.43342, "aux.loss_ce": 0.12195, "aux.acc_seg": 87.47083, "loss": 0.36718, "time": 0.6308}
{"mode": "train", "epoch": 66, "iter": 82450, "lr": 3e-05, "memory": 43699, "data_time": 0.00838, "decode.loss_ce": 0.22884, "decode.acc_seg": 90.22744, "aux.loss_ce": 0.11574, "aux.acc_seg": 88.30741, "loss": 0.34458, "time": 0.63842}
{"mode": "train", "epoch": 66, "iter": 82500, "lr": 3e-05, "memory": 43699, "data_time": 0.00812, "decode.loss_ce": 0.25407, "decode.acc_seg": 89.56419, "aux.loss_ce": 0.12856, "aux.acc_seg": 87.42024, "loss": 0.38262, "time": 0.62318}
{"mode": "train", "epoch": 66, "iter": 82550, "lr": 3e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.23869, "decode.acc_seg": 89.97074, "aux.loss_ce": 0.11955, "aux.acc_seg": 88.04871, "loss": 0.35823, "time": 0.62232}
{"mode": "train", "epoch": 66, "iter": 82600, "lr": 3e-05, "memory": 43699, "data_time": 0.00786, "decode.loss_ce": 0.23673, "decode.acc_seg": 89.96637, "aux.loss_ce": 0.12013, "aux.acc_seg": 87.96081, "loss": 0.35686, "time": 0.63124}
{"mode": "train", "epoch": 66, "iter": 82650, "lr": 3e-05, "memory": 43699, "data_time": 0.008, "decode.loss_ce": 0.24675, "decode.acc_seg": 89.7737, "aux.loss_ce": 0.1234, "aux.acc_seg": 87.81006, "loss": 0.37015, "time": 0.63892}
{"mode": "train", "epoch": 66, "iter": 82700, "lr": 3e-05, "memory": 43699, "data_time": 0.00785, "decode.loss_ce": 0.25085, "decode.acc_seg": 89.7462, "aux.loss_ce": 0.12618, "aux.acc_seg": 87.84768, "loss": 0.37703, "time": 0.62328}
{"mode": "train", "epoch": 66, "iter": 82750, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.23122, "decode.acc_seg": 90.53587, "aux.loss_ce": 0.11796, "aux.acc_seg": 88.46042, "loss": 0.34919, "time": 0.63217}
{"mode": "train", "epoch": 66, "iter": 82800, "lr": 3e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.24217, "decode.acc_seg": 89.95713, "aux.loss_ce": 0.1239, "aux.acc_seg": 87.89529, "loss": 0.36606, "time": 0.63213}
{"mode": "train", "epoch": 66, "iter": 82850, "lr": 3e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.24545, "decode.acc_seg": 89.97747, "aux.loss_ce": 0.12261, "aux.acc_seg": 88.00771, "loss": 0.36806, "time": 0.63812}
{"mode": "train", "epoch": 66, "iter": 82900, "lr": 3e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.24589, "decode.acc_seg": 89.72087, "aux.loss_ce": 0.12263, "aux.acc_seg": 87.56002, "loss": 0.36852, "time": 0.63018}
{"mode": "train", "epoch": 66, "iter": 82950, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.24212, "decode.acc_seg": 89.77351, "aux.loss_ce": 0.121, "aux.acc_seg": 87.73315, "loss": 0.36312, "time": 0.61532}
{"mode": "train", "epoch": 66, "iter": 83000, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.23489, "decode.acc_seg": 90.16773, "aux.loss_ce": 0.119, "aux.acc_seg": 88.20621, "loss": 0.3539, "time": 0.62974}
{"mode": "train", "epoch": 66, "iter": 83050, "lr": 3e-05, "memory": 43699, "data_time": 0.00788, "decode.loss_ce": 0.24201, "decode.acc_seg": 90.10069, "aux.loss_ce": 0.12305, "aux.acc_seg": 87.9462, "loss": 0.36506, "time": 0.63094}
{"mode": "train", "epoch": 66, "iter": 83100, "lr": 3e-05, "memory": 43699, "data_time": 0.01533, "decode.loss_ce": 0.25062, "decode.acc_seg": 89.73888, "aux.loss_ce": 0.12841, "aux.acc_seg": 87.47558, "loss": 0.37903, "time": 0.63973}
{"mode": "train", "epoch": 66, "iter": 83150, "lr": 3e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.24378, "decode.acc_seg": 89.9574, "aux.loss_ce": 0.12368, "aux.acc_seg": 88.00539, "loss": 0.36746, "time": 0.62334}
{"mode": "train", "epoch": 66, "iter": 83200, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.24597, "decode.acc_seg": 89.93979, "aux.loss_ce": 0.12149, "aux.acc_seg": 88.06315, "loss": 0.36746, "time": 0.62459}
{"mode": "train", "epoch": 66, "iter": 83250, "lr": 3e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.24314, "decode.acc_seg": 89.85227, "aux.loss_ce": 0.12298, "aux.acc_seg": 87.90772, "loss": 0.36612, "time": 0.64658}
{"mode": "train", "epoch": 66, "iter": 83300, "lr": 3e-05, "memory": 43699, "data_time": 0.00824, "decode.loss_ce": 0.24324, "decode.acc_seg": 89.87705, "aux.loss_ce": 0.12264, "aux.acc_seg": 87.67168, "loss": 0.36588, "time": 0.62269}
{"mode": "train", "epoch": 66, "iter": 83350, "lr": 3e-05, "memory": 43699, "data_time": 0.00798, "decode.loss_ce": 0.23652, "decode.acc_seg": 90.19355, "aux.loss_ce": 0.11974, "aux.acc_seg": 88.32643, "loss": 0.35626, "time": 0.6317}
{"mode": "train", "epoch": 67, "iter": 83400, "lr": 3e-05, "memory": 43699, "data_time": 0.05279, "decode.loss_ce": 0.24284, "decode.acc_seg": 89.78018, "aux.loss_ce": 0.12328, "aux.acc_seg": 87.60592, "loss": 0.36612, "time": 0.67564}
{"mode": "train", "epoch": 67, "iter": 83450, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.23561, "decode.acc_seg": 90.15975, "aux.loss_ce": 0.11988, "aux.acc_seg": 87.91892, "loss": 0.3555, "time": 0.64564}
{"mode": "train", "epoch": 67, "iter": 83500, "lr": 3e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.23755, "decode.acc_seg": 90.24397, "aux.loss_ce": 0.11923, "aux.acc_seg": 88.12837, "loss": 0.35679, "time": 0.62126}
{"mode": "train", "epoch": 67, "iter": 83550, "lr": 3e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.24509, "decode.acc_seg": 89.79174, "aux.loss_ce": 0.12481, "aux.acc_seg": 87.83984, "loss": 0.3699, "time": 0.63023}
{"mode": "train", "epoch": 67, "iter": 83600, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.23507, "decode.acc_seg": 90.31388, "aux.loss_ce": 0.11996, "aux.acc_seg": 88.06642, "loss": 0.35503, "time": 0.62378}
{"mode": "train", "epoch": 67, "iter": 83650, "lr": 3e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.26009, "decode.acc_seg": 89.42326, "aux.loss_ce": 0.13221, "aux.acc_seg": 87.16101, "loss": 0.3923, "time": 0.63757}
{"mode": "train", "epoch": 67, "iter": 83700, "lr": 3e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.24214, "decode.acc_seg": 90.10825, "aux.loss_ce": 0.12408, "aux.acc_seg": 87.7954, "loss": 0.36622, "time": 0.62319}
{"mode": "train", "epoch": 67, "iter": 83750, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.24315, "decode.acc_seg": 89.81625, "aux.loss_ce": 0.12204, "aux.acc_seg": 87.87513, "loss": 0.36518, "time": 0.63163}
{"mode": "train", "epoch": 67, "iter": 83800, "lr": 3e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.24228, "decode.acc_seg": 89.98882, "aux.loss_ce": 0.12274, "aux.acc_seg": 87.83056, "loss": 0.36502, "time": 0.6248}
{"mode": "train", "epoch": 67, "iter": 83850, "lr": 3e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.23334, "decode.acc_seg": 90.49028, "aux.loss_ce": 0.11679, "aux.acc_seg": 88.48619, "loss": 0.35013, "time": 0.64}
{"mode": "train", "epoch": 67, "iter": 83900, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.24162, "decode.acc_seg": 90.06805, "aux.loss_ce": 0.12263, "aux.acc_seg": 87.76798, "loss": 0.36425, "time": 0.62201}
{"mode": "train", "epoch": 67, "iter": 83950, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.24186, "decode.acc_seg": 90.29108, "aux.loss_ce": 0.12036, "aux.acc_seg": 88.29648, "loss": 0.36222, "time": 0.63049}
{"mode": "train", "epoch": 67, "iter": 84000, "lr": 3e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.24488, "decode.acc_seg": 89.86162, "aux.loss_ce": 0.12157, "aux.acc_seg": 87.94909, "loss": 0.36645, "time": 0.63125}
{"mode": "train", "epoch": 67, "iter": 84050, "lr": 3e-05, "memory": 43699, "data_time": 0.00797, "decode.loss_ce": 0.24863, "decode.acc_seg": 89.5119, "aux.loss_ce": 0.12453, "aux.acc_seg": 87.47469, "loss": 0.37316, "time": 0.63126}
{"mode": "train", "epoch": 67, "iter": 84100, "lr": 3e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.23852, "decode.acc_seg": 90.20955, "aux.loss_ce": 0.12271, "aux.acc_seg": 87.99885, "loss": 0.36123, "time": 0.62235}
{"mode": "train", "epoch": 67, "iter": 84150, "lr": 3e-05, "memory": 43699, "data_time": 0.00811, "decode.loss_ce": 0.24162, "decode.acc_seg": 90.12537, "aux.loss_ce": 0.12321, "aux.acc_seg": 88.05254, "loss": 0.36483, "time": 0.6329}
{"mode": "train", "epoch": 67, "iter": 84200, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.22453, "decode.acc_seg": 90.50441, "aux.loss_ce": 0.11302, "aux.acc_seg": 88.76442, "loss": 0.33755, "time": 0.62423}
{"mode": "train", "epoch": 67, "iter": 84250, "lr": 3e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.24929, "decode.acc_seg": 89.77885, "aux.loss_ce": 0.12646, "aux.acc_seg": 87.78091, "loss": 0.37575, "time": 0.63016}
{"mode": "train", "epoch": 67, "iter": 84300, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.23898, "decode.acc_seg": 90.08905, "aux.loss_ce": 0.11987, "aux.acc_seg": 88.21322, "loss": 0.35885, "time": 0.62218}
{"mode": "train", "epoch": 67, "iter": 84350, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.24007, "decode.acc_seg": 90.04064, "aux.loss_ce": 0.12011, "aux.acc_seg": 87.93915, "loss": 0.36018, "time": 0.64067}
{"mode": "train", "epoch": 67, "iter": 84400, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.22952, "decode.acc_seg": 90.38926, "aux.loss_ce": 0.11534, "aux.acc_seg": 88.47639, "loss": 0.34486, "time": 0.6299}
{"mode": "train", "epoch": 67, "iter": 84450, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.26599, "decode.acc_seg": 89.49758, "aux.loss_ce": 0.13481, "aux.acc_seg": 87.11838, "loss": 0.4008, "time": 0.62109}
{"mode": "train", "epoch": 67, "iter": 84500, "lr": 3e-05, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.24088, "decode.acc_seg": 89.75986, "aux.loss_ce": 0.11997, "aux.acc_seg": 87.89286, "loss": 0.36085, "time": 0.62306}
{"mode": "train", "epoch": 67, "iter": 84550, "lr": 3e-05, "memory": 43699, "data_time": 0.01709, "decode.loss_ce": 0.23113, "decode.acc_seg": 90.43025, "aux.loss_ce": 0.11835, "aux.acc_seg": 88.23793, "loss": 0.34948, "time": 0.6313}
{"mode": "train", "epoch": 67, "iter": 84600, "lr": 3e-05, "memory": 43699, "data_time": 0.00819, "decode.loss_ce": 0.23326, "decode.acc_seg": 90.1015, "aux.loss_ce": 0.11682, "aux.acc_seg": 88.1921, "loss": 0.35007, "time": 0.6492}
{"mode": "train", "epoch": 68, "iter": 84650, "lr": 3e-05, "memory": 43699, "data_time": 0.05553, "decode.loss_ce": 0.23743, "decode.acc_seg": 89.969, "aux.loss_ce": 0.11837, "aux.acc_seg": 88.16861, "loss": 0.35579, "time": 0.68006}
{"mode": "train", "epoch": 68, "iter": 84700, "lr": 3e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.22763, "decode.acc_seg": 90.44562, "aux.loss_ce": 0.11655, "aux.acc_seg": 88.44481, "loss": 0.34417, "time": 0.63133}
{"mode": "train", "epoch": 68, "iter": 84750, "lr": 3e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.23381, "decode.acc_seg": 90.11205, "aux.loss_ce": 0.11558, "aux.acc_seg": 88.52568, "loss": 0.34939, "time": 0.62242}
{"mode": "train", "epoch": 68, "iter": 84800, "lr": 3e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.23477, "decode.acc_seg": 90.11808, "aux.loss_ce": 0.11923, "aux.acc_seg": 88.06721, "loss": 0.354, "time": 0.63966}
{"mode": "train", "epoch": 68, "iter": 84850, "lr": 3e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.23638, "decode.acc_seg": 90.30061, "aux.loss_ce": 0.12026, "aux.acc_seg": 88.08283, "loss": 0.35664, "time": 0.62905}
{"mode": "train", "epoch": 68, "iter": 84900, "lr": 3e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.23597, "decode.acc_seg": 90.12053, "aux.loss_ce": 0.11913, "aux.acc_seg": 88.24115, "loss": 0.3551, "time": 0.62335}
{"mode": "train", "epoch": 68, "iter": 84950, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.24618, "decode.acc_seg": 90.0378, "aux.loss_ce": 0.12327, "aux.acc_seg": 88.10955, "loss": 0.36945, "time": 0.62176}
{"mode": "train", "epoch": 68, "iter": 85000, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.23731, "decode.acc_seg": 90.0514, "aux.loss_ce": 0.1187, "aux.acc_seg": 88.08588, "loss": 0.35601, "time": 0.64731}
{"mode": "train", "epoch": 68, "iter": 85050, "lr": 3e-05, "memory": 43699, "data_time": 0.01492, "decode.loss_ce": 0.24166, "decode.acc_seg": 90.03193, "aux.loss_ce": 0.122, "aux.acc_seg": 87.92336, "loss": 0.36365, "time": 0.62924}
{"mode": "train", "epoch": 68, "iter": 85100, "lr": 3e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.24521, "decode.acc_seg": 89.67333, "aux.loss_ce": 0.12432, "aux.acc_seg": 87.44655, "loss": 0.36953, "time": 0.63224}
{"mode": "train", "epoch": 68, "iter": 85150, "lr": 3e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.21874, "decode.acc_seg": 90.86249, "aux.loss_ce": 0.1103, "aux.acc_seg": 88.89052, "loss": 0.32904, "time": 0.61376}
{"mode": "train", "epoch": 68, "iter": 85200, "lr": 3e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.24425, "decode.acc_seg": 89.98104, "aux.loss_ce": 0.12356, "aux.acc_seg": 88.11434, "loss": 0.36781, "time": 0.64635}
{"mode": "train", "epoch": 68, "iter": 85250, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.24005, "decode.acc_seg": 90.11341, "aux.loss_ce": 0.12033, "aux.acc_seg": 88.06347, "loss": 0.36038, "time": 0.62922}
{"mode": "train", "epoch": 68, "iter": 85300, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.24427, "decode.acc_seg": 90.11965, "aux.loss_ce": 0.12315, "aux.acc_seg": 87.90544, "loss": 0.36742, "time": 0.63186}
{"mode": "train", "epoch": 68, "iter": 85350, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23879, "decode.acc_seg": 90.05665, "aux.loss_ce": 0.11882, "aux.acc_seg": 88.09554, "loss": 0.35761, "time": 0.61487}
{"mode": "train", "epoch": 68, "iter": 85400, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.23661, "decode.acc_seg": 90.37182, "aux.loss_ce": 0.11991, "aux.acc_seg": 88.32039, "loss": 0.35652, "time": 0.64776}
{"mode": "train", "epoch": 68, "iter": 85450, "lr": 3e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.23037, "decode.acc_seg": 90.19538, "aux.loss_ce": 0.11752, "aux.acc_seg": 88.24915, "loss": 0.34789, "time": 0.62231}
{"mode": "train", "epoch": 68, "iter": 85500, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.22373, "decode.acc_seg": 90.5251, "aux.loss_ce": 0.11339, "aux.acc_seg": 88.4484, "loss": 0.33712, "time": 0.63154}
{"mode": "train", "epoch": 68, "iter": 85550, "lr": 3e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.24716, "decode.acc_seg": 89.89829, "aux.loss_ce": 0.12224, "aux.acc_seg": 88.10189, "loss": 0.3694, "time": 0.62381}
{"mode": "train", "epoch": 68, "iter": 85600, "lr": 3e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.22998, "decode.acc_seg": 90.3738, "aux.loss_ce": 0.11575, "aux.acc_seg": 88.51335, "loss": 0.34574, "time": 0.63828}
{"mode": "train", "epoch": 68, "iter": 85650, "lr": 3e-05, "memory": 43699, "data_time": 0.0079, "decode.loss_ce": 0.24351, "decode.acc_seg": 90.15405, "aux.loss_ce": 0.12276, "aux.acc_seg": 88.20627, "loss": 0.36628, "time": 0.6215}
{"mode": "train", "epoch": 68, "iter": 85700, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.23761, "decode.acc_seg": 89.81802, "aux.loss_ce": 0.12412, "aux.acc_seg": 87.58694, "loss": 0.36173, "time": 0.6294}
{"mode": "train", "epoch": 68, "iter": 85750, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.24316, "decode.acc_seg": 89.86164, "aux.loss_ce": 0.12385, "aux.acc_seg": 87.71145, "loss": 0.36701, "time": 0.62277}
{"mode": "train", "epoch": 68, "iter": 85800, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.23807, "decode.acc_seg": 90.00752, "aux.loss_ce": 0.11825, "aux.acc_seg": 88.17311, "loss": 0.35632, "time": 0.63955}
{"mode": "train", "epoch": 68, "iter": 85850, "lr": 3e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.23548, "decode.acc_seg": 90.20268, "aux.loss_ce": 0.11834, "aux.acc_seg": 88.12272, "loss": 0.35382, "time": 0.62199}
{"mode": "train", "epoch": 69, "iter": 85900, "lr": 3e-05, "memory": 43699, "data_time": 0.05531, "decode.loss_ce": 0.23998, "decode.acc_seg": 90.0592, "aux.loss_ce": 0.12173, "aux.acc_seg": 88.06535, "loss": 0.36171, "time": 0.68868}
{"mode": "train", "epoch": 69, "iter": 85950, "lr": 3e-05, "memory": 43699, "data_time": 0.00806, "decode.loss_ce": 0.24845, "decode.acc_seg": 89.77743, "aux.loss_ce": 0.12591, "aux.acc_seg": 87.5764, "loss": 0.37435, "time": 0.6332}
{"mode": "train", "epoch": 69, "iter": 86000, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.23968, "decode.acc_seg": 90.06185, "aux.loss_ce": 0.12039, "aux.acc_seg": 87.97994, "loss": 0.36007, "time": 0.63049}
{"mode": "train", "epoch": 69, "iter": 86050, "lr": 3e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.23794, "decode.acc_seg": 89.81572, "aux.loss_ce": 0.12162, "aux.acc_seg": 87.58468, "loss": 0.35956, "time": 0.62201}
{"mode": "train", "epoch": 69, "iter": 86100, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.23444, "decode.acc_seg": 90.27899, "aux.loss_ce": 0.11733, "aux.acc_seg": 88.42485, "loss": 0.35177, "time": 0.62272}
{"mode": "train", "epoch": 69, "iter": 86150, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.2363, "decode.acc_seg": 89.83364, "aux.loss_ce": 0.1197, "aux.acc_seg": 87.88602, "loss": 0.35599, "time": 0.63267}
{"mode": "train", "epoch": 69, "iter": 86200, "lr": 3e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.23759, "decode.acc_seg": 90.03181, "aux.loss_ce": 0.12086, "aux.acc_seg": 87.83008, "loss": 0.35845, "time": 0.63041}
{"mode": "train", "epoch": 69, "iter": 86250, "lr": 3e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.23554, "decode.acc_seg": 90.27819, "aux.loss_ce": 0.12061, "aux.acc_seg": 88.07571, "loss": 0.35615, "time": 0.62786}
{"mode": "train", "epoch": 69, "iter": 86300, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.24144, "decode.acc_seg": 90.02257, "aux.loss_ce": 0.12524, "aux.acc_seg": 87.69128, "loss": 0.36668, "time": 0.62483}
{"mode": "train", "epoch": 69, "iter": 86350, "lr": 3e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.25305, "decode.acc_seg": 89.67508, "aux.loss_ce": 0.12837, "aux.acc_seg": 87.27521, "loss": 0.38142, "time": 0.63125}
{"mode": "train", "epoch": 69, "iter": 86400, "lr": 3e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.23296, "decode.acc_seg": 90.21327, "aux.loss_ce": 0.11794, "aux.acc_seg": 88.24547, "loss": 0.3509, "time": 0.62955}
{"mode": "train", "epoch": 69, "iter": 86450, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.23446, "decode.acc_seg": 90.29407, "aux.loss_ce": 0.11814, "aux.acc_seg": 88.23398, "loss": 0.3526, "time": 0.62214}
{"mode": "train", "epoch": 69, "iter": 86500, "lr": 3e-05, "memory": 43699, "data_time": 0.01648, "decode.loss_ce": 0.23358, "decode.acc_seg": 90.26299, "aux.loss_ce": 0.11748, "aux.acc_seg": 88.36773, "loss": 0.35106, "time": 0.63087}
{"mode": "train", "epoch": 69, "iter": 86550, "lr": 3e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.24651, "decode.acc_seg": 90.11917, "aux.loss_ce": 0.12668, "aux.acc_seg": 87.88184, "loss": 0.37319, "time": 0.63883}
{"mode": "train", "epoch": 69, "iter": 86600, "lr": 3e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.22002, "decode.acc_seg": 90.85488, "aux.loss_ce": 0.11017, "aux.acc_seg": 89.1163, "loss": 0.3302, "time": 0.63622}
{"mode": "train", "epoch": 69, "iter": 86650, "lr": 3e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.22107, "decode.acc_seg": 90.75948, "aux.loss_ce": 0.1108, "aux.acc_seg": 88.84091, "loss": 0.33187, "time": 0.6227}
{"mode": "train", "epoch": 69, "iter": 86700, "lr": 3e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.23518, "decode.acc_seg": 90.27389, "aux.loss_ce": 0.12049, "aux.acc_seg": 88.28202, "loss": 0.35567, "time": 0.62434}
{"mode": "train", "epoch": 69, "iter": 86750, "lr": 3e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.23177, "decode.acc_seg": 90.35822, "aux.loss_ce": 0.11782, "aux.acc_seg": 88.43176, "loss": 0.34959, "time": 0.63204}
{"mode": "train", "epoch": 69, "iter": 86800, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.22702, "decode.acc_seg": 90.48836, "aux.loss_ce": 0.11568, "aux.acc_seg": 88.50557, "loss": 0.34271, "time": 0.63704}
{"mode": "train", "epoch": 69, "iter": 86850, "lr": 3e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.24827, "decode.acc_seg": 89.83356, "aux.loss_ce": 0.12507, "aux.acc_seg": 87.76029, "loss": 0.37333, "time": 0.62301}
{"mode": "train", "epoch": 69, "iter": 86900, "lr": 3e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.23387, "decode.acc_seg": 90.39227, "aux.loss_ce": 0.11726, "aux.acc_seg": 88.37292, "loss": 0.35113, "time": 0.63123}
{"mode": "train", "epoch": 69, "iter": 86950, "lr": 3e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.23606, "decode.acc_seg": 90.28505, "aux.loss_ce": 0.11811, "aux.acc_seg": 88.28437, "loss": 0.35417, "time": 0.63229}
{"mode": "train", "epoch": 69, "iter": 87000, "lr": 3e-05, "memory": 43699, "data_time": 0.0148, "decode.loss_ce": 0.24909, "decode.acc_seg": 89.94208, "aux.loss_ce": 0.12422, "aux.acc_seg": 88.02038, "loss": 0.37331, "time": 0.63681}
{"mode": "train", "epoch": 69, "iter": 87050, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.2466, "decode.acc_seg": 89.76275, "aux.loss_ce": 0.12399, "aux.acc_seg": 87.68481, "loss": 0.37058, "time": 0.62371}
{"mode": "train", "epoch": 69, "iter": 87100, "lr": 3e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.24643, "decode.acc_seg": 89.9074, "aux.loss_ce": 0.12438, "aux.acc_seg": 87.8095, "loss": 0.37081, "time": 0.62132}
{"mode": "train", "epoch": 70, "iter": 87150, "lr": 3e-05, "memory": 43699, "data_time": 0.05208, "decode.loss_ce": 0.25187, "decode.acc_seg": 89.78373, "aux.loss_ce": 0.1289, "aux.acc_seg": 87.52408, "loss": 0.38077, "time": 0.69655}
{"mode": "train", "epoch": 70, "iter": 87200, "lr": 3e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.23753, "decode.acc_seg": 90.23879, "aux.loss_ce": 0.12072, "aux.acc_seg": 88.37327, "loss": 0.35826, "time": 0.62289}
{"mode": "train", "epoch": 70, "iter": 87250, "lr": 3e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.23383, "decode.acc_seg": 90.14342, "aux.loss_ce": 0.11909, "aux.acc_seg": 88.00465, "loss": 0.35292, "time": 0.6311}
{"mode": "train", "epoch": 70, "iter": 87300, "lr": 3e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.23304, "decode.acc_seg": 90.08094, "aux.loss_ce": 0.11761, "aux.acc_seg": 88.13883, "loss": 0.35065, "time": 0.61591}
{"mode": "train", "epoch": 70, "iter": 87350, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.23188, "decode.acc_seg": 90.37793, "aux.loss_ce": 0.11697, "aux.acc_seg": 88.58307, "loss": 0.34885, "time": 0.63081}
{"mode": "train", "epoch": 70, "iter": 87400, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.23296, "decode.acc_seg": 90.56042, "aux.loss_ce": 0.11666, "aux.acc_seg": 88.46107, "loss": 0.34961, "time": 0.62263}
{"mode": "train", "epoch": 70, "iter": 87450, "lr": 3e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.23249, "decode.acc_seg": 90.16611, "aux.loss_ce": 0.11904, "aux.acc_seg": 88.01466, "loss": 0.35153, "time": 0.6318}
{"mode": "train", "epoch": 70, "iter": 87500, "lr": 3e-05, "memory": 43699, "data_time": 0.00863, "decode.loss_ce": 0.23316, "decode.acc_seg": 90.37562, "aux.loss_ce": 0.11628, "aux.acc_seg": 88.48686, "loss": 0.34944, "time": 0.6257}
{"mode": "train", "epoch": 70, "iter": 87550, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.2332, "decode.acc_seg": 90.47101, "aux.loss_ce": 0.11909, "aux.acc_seg": 88.39491, "loss": 0.35228, "time": 0.62413}
{"mode": "train", "epoch": 70, "iter": 87600, "lr": 3e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.23989, "decode.acc_seg": 89.93191, "aux.loss_ce": 0.12064, "aux.acc_seg": 87.98982, "loss": 0.36053, "time": 0.62142}
{"mode": "train", "epoch": 70, "iter": 87650, "lr": 3e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.22792, "decode.acc_seg": 90.41648, "aux.loss_ce": 0.11468, "aux.acc_seg": 88.57112, "loss": 0.3426, "time": 0.63952}
{"mode": "train", "epoch": 70, "iter": 87700, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23358, "decode.acc_seg": 90.44689, "aux.loss_ce": 0.12, "aux.acc_seg": 88.29117, "loss": 0.35357, "time": 0.62237}
{"mode": "train", "epoch": 70, "iter": 87750, "lr": 3e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.23753, "decode.acc_seg": 90.12569, "aux.loss_ce": 0.12382, "aux.acc_seg": 87.73659, "loss": 0.36134, "time": 0.62293}
{"mode": "train", "epoch": 70, "iter": 87800, "lr": 3e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.23659, "decode.acc_seg": 90.30056, "aux.loss_ce": 0.12238, "aux.acc_seg": 88.11375, "loss": 0.35897, "time": 0.62632}
{"mode": "train", "epoch": 70, "iter": 87850, "lr": 3e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.23444, "decode.acc_seg": 90.15362, "aux.loss_ce": 0.12226, "aux.acc_seg": 87.74486, "loss": 0.35671, "time": 0.6321}
{"mode": "train", "epoch": 70, "iter": 87900, "lr": 3e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.23112, "decode.acc_seg": 90.23071, "aux.loss_ce": 0.11798, "aux.acc_seg": 88.23399, "loss": 0.3491, "time": 0.63434}
{"mode": "train", "epoch": 70, "iter": 87950, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.23448, "decode.acc_seg": 90.18196, "aux.loss_ce": 0.11793, "aux.acc_seg": 88.04673, "loss": 0.35242, "time": 0.61458}
{"mode": "train", "epoch": 70, "iter": 88000, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.25119, "decode.acc_seg": 89.73614, "aux.loss_ce": 0.12441, "aux.acc_seg": 87.95423, "loss": 0.3756, "time": 0.62877}
{"mode": "train", "epoch": 70, "iter": 88050, "lr": 3e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.22714, "decode.acc_seg": 90.54864, "aux.loss_ce": 0.11479, "aux.acc_seg": 88.64466, "loss": 0.34192, "time": 0.62985}
{"mode": "train", "epoch": 70, "iter": 88100, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.2444, "decode.acc_seg": 89.99998, "aux.loss_ce": 0.1235, "aux.acc_seg": 87.86362, "loss": 0.3679, "time": 0.63292}
{"mode": "train", "epoch": 70, "iter": 88150, "lr": 3e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.26007, "decode.acc_seg": 89.58286, "aux.loss_ce": 0.13211, "aux.acc_seg": 87.30556, "loss": 0.39218, "time": 0.62138}
{"mode": "train", "epoch": 70, "iter": 88200, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.2351, "decode.acc_seg": 90.20637, "aux.loss_ce": 0.12047, "aux.acc_seg": 88.16775, "loss": 0.35557, "time": 0.62124}
{"mode": "train", "epoch": 70, "iter": 88250, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.24371, "decode.acc_seg": 89.87886, "aux.loss_ce": 0.12105, "aux.acc_seg": 87.98477, "loss": 0.36476, "time": 0.63922}
{"mode": "train", "epoch": 70, "iter": 88300, "lr": 3e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.24464, "decode.acc_seg": 89.73406, "aux.loss_ce": 0.12486, "aux.acc_seg": 87.41552, "loss": 0.3695, "time": 0.63296}
{"mode": "train", "epoch": 70, "iter": 88350, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.23226, "decode.acc_seg": 90.45098, "aux.loss_ce": 0.11571, "aux.acc_seg": 88.52102, "loss": 0.34796, "time": 0.61555}
{"mode": "train", "epoch": 70, "iter": 88400, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.23618, "decode.acc_seg": 90.27907, "aux.loss_ce": 0.12085, "aux.acc_seg": 88.05905, "loss": 0.35703, "time": 0.62864}
{"mode": "train", "epoch": 71, "iter": 88450, "lr": 3e-05, "memory": 43699, "data_time": 0.06004, "decode.loss_ce": 0.21803, "decode.acc_seg": 90.73873, "aux.loss_ce": 0.11207, "aux.acc_seg": 88.62307, "loss": 0.3301, "time": 0.69078}
{"mode": "train", "epoch": 71, "iter": 88500, "lr": 3e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.2361, "decode.acc_seg": 90.35887, "aux.loss_ce": 0.12054, "aux.acc_seg": 88.30742, "loss": 0.35664, "time": 0.6329}
{"mode": "train", "epoch": 71, "iter": 88550, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.23705, "decode.acc_seg": 90.18324, "aux.loss_ce": 0.11889, "aux.acc_seg": 88.35953, "loss": 0.35594, "time": 0.62293}
{"mode": "train", "epoch": 71, "iter": 88600, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.25002, "decode.acc_seg": 89.74746, "aux.loss_ce": 0.12265, "aux.acc_seg": 87.80141, "loss": 0.37267, "time": 0.63205}
{"mode": "train", "epoch": 71, "iter": 88650, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.24552, "decode.acc_seg": 89.90477, "aux.loss_ce": 0.12444, "aux.acc_seg": 87.72324, "loss": 0.36996, "time": 0.6311}
{"mode": "train", "epoch": 71, "iter": 88700, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.22586, "decode.acc_seg": 90.50444, "aux.loss_ce": 0.11656, "aux.acc_seg": 88.51832, "loss": 0.34242, "time": 0.63144}
{"mode": "train", "epoch": 71, "iter": 88750, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.23606, "decode.acc_seg": 90.22176, "aux.loss_ce": 0.11902, "aux.acc_seg": 88.32177, "loss": 0.35508, "time": 0.62177}
{"mode": "train", "epoch": 71, "iter": 88800, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.24791, "decode.acc_seg": 89.86542, "aux.loss_ce": 0.12476, "aux.acc_seg": 87.70598, "loss": 0.37267, "time": 0.63125}
{"mode": "train", "epoch": 71, "iter": 88850, "lr": 3e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.24241, "decode.acc_seg": 89.87099, "aux.loss_ce": 0.12259, "aux.acc_seg": 87.77569, "loss": 0.36499, "time": 0.62927}
{"mode": "train", "epoch": 71, "iter": 88900, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.23117, "decode.acc_seg": 90.56681, "aux.loss_ce": 0.11695, "aux.acc_seg": 88.5019, "loss": 0.34813, "time": 0.63375}
{"mode": "train", "epoch": 71, "iter": 88950, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.22142, "decode.acc_seg": 90.74277, "aux.loss_ce": 0.11553, "aux.acc_seg": 88.42607, "loss": 0.33695, "time": 0.62152}
{"mode": "train", "epoch": 71, "iter": 89000, "lr": 3e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.22928, "decode.acc_seg": 90.26979, "aux.loss_ce": 0.11696, "aux.acc_seg": 88.1721, "loss": 0.34623, "time": 0.63178}
{"mode": "train", "epoch": 71, "iter": 89050, "lr": 3e-05, "memory": 43699, "data_time": 0.00787, "decode.loss_ce": 0.2275, "decode.acc_seg": 90.54032, "aux.loss_ce": 0.11459, "aux.acc_seg": 88.7443, "loss": 0.34209, "time": 0.62961}
{"mode": "train", "epoch": 71, "iter": 89100, "lr": 3e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.23585, "decode.acc_seg": 90.18797, "aux.loss_ce": 0.12083, "aux.acc_seg": 88.07303, "loss": 0.35668, "time": 0.63256}
{"mode": "train", "epoch": 71, "iter": 89150, "lr": 3e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.2286, "decode.acc_seg": 90.35776, "aux.loss_ce": 0.11736, "aux.acc_seg": 88.17616, "loss": 0.34596, "time": 0.61567}
{"mode": "train", "epoch": 71, "iter": 89200, "lr": 3e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.23012, "decode.acc_seg": 90.37389, "aux.loss_ce": 0.11847, "aux.acc_seg": 88.21557, "loss": 0.34859, "time": 0.63966}
{"mode": "train", "epoch": 71, "iter": 89250, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23732, "decode.acc_seg": 90.16692, "aux.loss_ce": 0.11925, "aux.acc_seg": 88.2679, "loss": 0.35657, "time": 0.62294}
{"mode": "train", "epoch": 71, "iter": 89300, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.24471, "decode.acc_seg": 89.95703, "aux.loss_ce": 0.12247, "aux.acc_seg": 88.07911, "loss": 0.36719, "time": 0.63321}
{"mode": "train", "epoch": 71, "iter": 89350, "lr": 3e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.24162, "decode.acc_seg": 89.71249, "aux.loss_ce": 0.12181, "aux.acc_seg": 87.64954, "loss": 0.36343, "time": 0.61444}
{"mode": "train", "epoch": 71, "iter": 89400, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.23541, "decode.acc_seg": 90.44214, "aux.loss_ce": 0.12005, "aux.acc_seg": 88.26997, "loss": 0.35546, "time": 0.63803}
{"mode": "train", "epoch": 71, "iter": 89450, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.23082, "decode.acc_seg": 90.55249, "aux.loss_ce": 0.11496, "aux.acc_seg": 88.56296, "loss": 0.34578, "time": 0.63065}
{"mode": "train", "epoch": 71, "iter": 89500, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.23205, "decode.acc_seg": 90.23969, "aux.loss_ce": 0.11966, "aux.acc_seg": 88.06258, "loss": 0.35172, "time": 0.62365}
{"mode": "train", "epoch": 71, "iter": 89550, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.22124, "decode.acc_seg": 90.94211, "aux.loss_ce": 0.1117, "aux.acc_seg": 89.00216, "loss": 0.33293, "time": 0.62394}
{"mode": "train", "epoch": 71, "iter": 89600, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.23903, "decode.acc_seg": 90.23794, "aux.loss_ce": 0.12133, "aux.acc_seg": 88.08924, "loss": 0.36036, "time": 0.63819}
{"mode": "train", "epoch": 71, "iter": 89650, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.26479, "decode.acc_seg": 89.69858, "aux.loss_ce": 0.1295, "aux.acc_seg": 87.63716, "loss": 0.39428, "time": 0.63084}
{"mode": "train", "epoch": 72, "iter": 89700, "lr": 3e-05, "memory": 43699, "data_time": 0.0568, "decode.loss_ce": 0.23814, "decode.acc_seg": 90.08735, "aux.loss_ce": 0.12273, "aux.acc_seg": 87.73903, "loss": 0.36087, "time": 0.67372}
{"mode": "train", "epoch": 72, "iter": 89750, "lr": 3e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.23746, "decode.acc_seg": 90.27369, "aux.loss_ce": 0.11959, "aux.acc_seg": 88.37534, "loss": 0.35704, "time": 0.623}
{"mode": "train", "epoch": 72, "iter": 89800, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.2309, "decode.acc_seg": 90.19474, "aux.loss_ce": 0.11837, "aux.acc_seg": 88.00536, "loss": 0.34928, "time": 0.63235}
{"mode": "train", "epoch": 72, "iter": 89850, "lr": 3e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.23486, "decode.acc_seg": 90.40779, "aux.loss_ce": 0.12227, "aux.acc_seg": 88.18661, "loss": 0.35713, "time": 0.63944}
{"mode": "train", "epoch": 72, "iter": 89900, "lr": 3e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.23099, "decode.acc_seg": 90.36258, "aux.loss_ce": 0.11952, "aux.acc_seg": 88.22177, "loss": 0.35051, "time": 0.61297}
{"mode": "train", "epoch": 72, "iter": 89950, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.22046, "decode.acc_seg": 90.57017, "aux.loss_ce": 0.11191, "aux.acc_seg": 88.56167, "loss": 0.33238, "time": 0.62923}
{"mode": "train", "epoch": 72, "iter": 90000, "lr": 3e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.22052, "decode.acc_seg": 90.79137, "aux.loss_ce": 0.11383, "aux.acc_seg": 88.53458, "loss": 0.33434, "time": 0.63}
{"mode": "train", "epoch": 72, "iter": 90050, "lr": 3e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.22392, "decode.acc_seg": 90.57259, "aux.loss_ce": 0.11513, "aux.acc_seg": 88.3587, "loss": 0.33905, "time": 0.63969}
{"mode": "train", "epoch": 72, "iter": 90100, "lr": 3e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.2314, "decode.acc_seg": 90.43026, "aux.loss_ce": 0.11741, "aux.acc_seg": 88.32278, "loss": 0.3488, "time": 0.61484}
{"mode": "train", "epoch": 72, "iter": 90150, "lr": 3e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.23178, "decode.acc_seg": 90.39125, "aux.loss_ce": 0.11882, "aux.acc_seg": 88.39938, "loss": 0.3506, "time": 0.6217}
{"mode": "train", "epoch": 72, "iter": 90200, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.2396, "decode.acc_seg": 90.19778, "aux.loss_ce": 0.11819, "aux.acc_seg": 88.41649, "loss": 0.35779, "time": 0.63847}
{"mode": "train", "epoch": 72, "iter": 90250, "lr": 3e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.22953, "decode.acc_seg": 90.79882, "aux.loss_ce": 0.11768, "aux.acc_seg": 88.64259, "loss": 0.34721, "time": 0.64054}
{"mode": "train", "epoch": 72, "iter": 90300, "lr": 3e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.2456, "decode.acc_seg": 89.75438, "aux.loss_ce": 0.12351, "aux.acc_seg": 87.67006, "loss": 0.3691, "time": 0.61549}
{"mode": "train", "epoch": 72, "iter": 90350, "lr": 3e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.24071, "decode.acc_seg": 90.25161, "aux.loss_ce": 0.12205, "aux.acc_seg": 88.24491, "loss": 0.36275, "time": 0.6225}
{"mode": "train", "epoch": 72, "iter": 90400, "lr": 3e-05, "memory": 43699, "data_time": 0.01619, "decode.loss_ce": 0.23345, "decode.acc_seg": 90.36338, "aux.loss_ce": 0.11859, "aux.acc_seg": 88.24832, "loss": 0.35204, "time": 0.63961}
{"mode": "train", "epoch": 72, "iter": 90450, "lr": 3e-05, "memory": 43699, "data_time": 0.01507, "decode.loss_ce": 0.24059, "decode.acc_seg": 89.91116, "aux.loss_ce": 0.12152, "aux.acc_seg": 87.80071, "loss": 0.36212, "time": 0.64117}
{"mode": "train", "epoch": 72, "iter": 90500, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.2324, "decode.acc_seg": 90.1775, "aux.loss_ce": 0.11681, "aux.acc_seg": 88.16765, "loss": 0.3492, "time": 0.61426}
{"mode": "train", "epoch": 72, "iter": 90550, "lr": 3e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.24167, "decode.acc_seg": 89.97628, "aux.loss_ce": 0.1264, "aux.acc_seg": 87.58813, "loss": 0.36807, "time": 0.63119}
{"mode": "train", "epoch": 72, "iter": 90600, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.22926, "decode.acc_seg": 90.32741, "aux.loss_ce": 0.11681, "aux.acc_seg": 88.31892, "loss": 0.34607, "time": 0.63654}
{"mode": "train", "epoch": 72, "iter": 90650, "lr": 3e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.22286, "decode.acc_seg": 90.76559, "aux.loss_ce": 0.11305, "aux.acc_seg": 88.82308, "loss": 0.33591, "time": 0.63095}
{"mode": "train", "epoch": 72, "iter": 90700, "lr": 3e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.22521, "decode.acc_seg": 90.58966, "aux.loss_ce": 0.11233, "aux.acc_seg": 88.80416, "loss": 0.33754, "time": 0.61363}
{"mode": "train", "epoch": 72, "iter": 90750, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.22686, "decode.acc_seg": 90.63109, "aux.loss_ce": 0.11479, "aux.acc_seg": 88.68165, "loss": 0.34165, "time": 0.63158}
{"mode": "train", "epoch": 72, "iter": 90800, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23065, "decode.acc_seg": 90.6512, "aux.loss_ce": 0.11824, "aux.acc_seg": 88.42346, "loss": 0.34889, "time": 0.63716}
{"mode": "train", "epoch": 72, "iter": 90850, "lr": 3e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23428, "decode.acc_seg": 90.46398, "aux.loss_ce": 0.11832, "aux.acc_seg": 88.3672, "loss": 0.3526, "time": 0.6316}
{"mode": "train", "epoch": 72, "iter": 90900, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.23006, "decode.acc_seg": 90.11129, "aux.loss_ce": 0.11595, "aux.acc_seg": 88.23162, "loss": 0.34601, "time": 0.61383}
{"mode": "train", "epoch": 73, "iter": 90950, "lr": 3e-05, "memory": 43699, "data_time": 0.0549, "decode.loss_ce": 0.23611, "decode.acc_seg": 90.17027, "aux.loss_ce": 0.12294, "aux.acc_seg": 87.86751, "loss": 0.35906, "time": 0.6848}
{"mode": "train", "epoch": 73, "iter": 91000, "lr": 3e-05, "memory": 43699, "data_time": 0.0151, "decode.loss_ce": 0.23271, "decode.acc_seg": 90.18765, "aux.loss_ce": 0.11799, "aux.acc_seg": 88.24397, "loss": 0.3507, "time": 0.6378}
{"mode": "train", "epoch": 73, "iter": 91050, "lr": 3e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.22966, "decode.acc_seg": 90.40297, "aux.loss_ce": 0.11834, "aux.acc_seg": 88.20078, "loss": 0.34801, "time": 0.6341}
{"mode": "train", "epoch": 73, "iter": 91100, "lr": 3e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.23026, "decode.acc_seg": 90.34069, "aux.loss_ce": 0.11739, "aux.acc_seg": 88.19953, "loss": 0.34765, "time": 0.61422}
{"mode": "train", "epoch": 73, "iter": 91150, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.22075, "decode.acc_seg": 90.86706, "aux.loss_ce": 0.11308, "aux.acc_seg": 88.70794, "loss": 0.33382, "time": 0.64744}
{"mode": "train", "epoch": 73, "iter": 91200, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.21842, "decode.acc_seg": 90.65218, "aux.loss_ce": 0.1115, "aux.acc_seg": 88.71176, "loss": 0.32991, "time": 0.62299}
{"mode": "train", "epoch": 73, "iter": 91250, "lr": 3e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.21181, "decode.acc_seg": 90.83956, "aux.loss_ce": 0.11001, "aux.acc_seg": 88.81293, "loss": 0.32182, "time": 0.63429}
{"mode": "train", "epoch": 73, "iter": 91300, "lr": 3e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.22765, "decode.acc_seg": 90.64482, "aux.loss_ce": 0.11708, "aux.acc_seg": 88.34312, "loss": 0.34473, "time": 0.61489}
{"mode": "train", "epoch": 73, "iter": 91350, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.22713, "decode.acc_seg": 90.69369, "aux.loss_ce": 0.11655, "aux.acc_seg": 88.64934, "loss": 0.34368, "time": 0.64929}
{"mode": "train", "epoch": 73, "iter": 91400, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.23766, "decode.acc_seg": 90.21668, "aux.loss_ce": 0.1193, "aux.acc_seg": 88.2131, "loss": 0.35696, "time": 0.63162}
{"mode": "train", "epoch": 73, "iter": 91450, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.22835, "decode.acc_seg": 90.50359, "aux.loss_ce": 0.1181, "aux.acc_seg": 88.48317, "loss": 0.34645, "time": 0.62427}
{"mode": "train", "epoch": 73, "iter": 91500, "lr": 3e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.24209, "decode.acc_seg": 90.07212, "aux.loss_ce": 0.11967, "aux.acc_seg": 88.18679, "loss": 0.36176, "time": 0.6268}
{"mode": "train", "epoch": 73, "iter": 91550, "lr": 3e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.22018, "decode.acc_seg": 90.79592, "aux.loss_ce": 0.1112, "aux.acc_seg": 88.72553, "loss": 0.33138, "time": 0.63902}
{"mode": "train", "epoch": 73, "iter": 91600, "lr": 3e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.23391, "decode.acc_seg": 90.26892, "aux.loss_ce": 0.12357, "aux.acc_seg": 87.7386, "loss": 0.35748, "time": 0.63155}
{"mode": "train", "epoch": 73, "iter": 91650, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.24592, "decode.acc_seg": 89.75675, "aux.loss_ce": 0.12246, "aux.acc_seg": 87.97772, "loss": 0.36838, "time": 0.62445}
{"mode": "train", "epoch": 73, "iter": 91700, "lr": 3e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.23256, "decode.acc_seg": 90.40839, "aux.loss_ce": 0.11907, "aux.acc_seg": 88.21234, "loss": 0.35163, "time": 0.62608}
{"mode": "train", "epoch": 73, "iter": 91750, "lr": 3e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.24009, "decode.acc_seg": 89.87144, "aux.loss_ce": 0.1234, "aux.acc_seg": 87.77495, "loss": 0.36349, "time": 0.63957}
{"mode": "train", "epoch": 73, "iter": 91800, "lr": 3e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.23975, "decode.acc_seg": 90.10606, "aux.loss_ce": 0.12013, "aux.acc_seg": 88.31153, "loss": 0.35989, "time": 0.6426}
{"mode": "train", "epoch": 73, "iter": 91850, "lr": 3e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.23127, "decode.acc_seg": 90.52374, "aux.loss_ce": 0.11845, "aux.acc_seg": 88.4126, "loss": 0.34972, "time": 0.61582}
{"mode": "train", "epoch": 73, "iter": 91900, "lr": 3e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.23237, "decode.acc_seg": 90.46453, "aux.loss_ce": 0.11939, "aux.acc_seg": 88.24543, "loss": 0.35175, "time": 0.62405}
{"mode": "train", "epoch": 73, "iter": 91950, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.24923, "decode.acc_seg": 89.50382, "aux.loss_ce": 0.12699, "aux.acc_seg": 87.41478, "loss": 0.37622, "time": 0.64165}
{"mode": "train", "epoch": 73, "iter": 92000, "lr": 3e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.22294, "decode.acc_seg": 90.62865, "aux.loss_ce": 0.11254, "aux.acc_seg": 88.58652, "loss": 0.33548, "time": 0.64582}
{"mode": "train", "epoch": 73, "iter": 92050, "lr": 3e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.21433, "decode.acc_seg": 90.97246, "aux.loss_ce": 0.11035, "aux.acc_seg": 88.98397, "loss": 0.32468, "time": 0.61564}
{"mode": "train", "epoch": 73, "iter": 92100, "lr": 3e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.23791, "decode.acc_seg": 90.4216, "aux.loss_ce": 0.12049, "aux.acc_seg": 88.27916, "loss": 0.3584, "time": 0.62655}
{"mode": "train", "epoch": 73, "iter": 92150, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.23246, "decode.acc_seg": 90.2571, "aux.loss_ce": 0.11832, "aux.acc_seg": 88.1789, "loss": 0.35078, "time": 0.63906}
{"mode": "train", "epoch": 73, "iter": 92200, "lr": 3e-05, "memory": 43699, "data_time": 0.05539, "decode.loss_ce": 0.23953, "decode.acc_seg": 90.31687, "aux.loss_ce": 0.12127, "aux.acc_seg": 88.33444, "loss": 0.36079, "time": 0.69169}
{"mode": "train", "epoch": 74, "iter": 92250, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.23972, "decode.acc_seg": 90.24016, "aux.loss_ce": 0.12186, "aux.acc_seg": 88.14322, "loss": 0.36158, "time": 0.61724}
{"mode": "train", "epoch": 74, "iter": 92300, "lr": 3e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.24271, "decode.acc_seg": 90.14832, "aux.loss_ce": 0.12332, "aux.acc_seg": 88.00005, "loss": 0.36604, "time": 0.61652}
{"mode": "train", "epoch": 74, "iter": 92350, "lr": 3e-05, "memory": 43699, "data_time": 0.01683, "decode.loss_ce": 0.23147, "decode.acc_seg": 90.27889, "aux.loss_ce": 0.11741, "aux.acc_seg": 88.18497, "loss": 0.34889, "time": 0.64064}
{"mode": "train", "epoch": 74, "iter": 92400, "lr": 3e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.22476, "decode.acc_seg": 90.46876, "aux.loss_ce": 0.11327, "aux.acc_seg": 88.55246, "loss": 0.33803, "time": 0.64182}
{"mode": "train", "epoch": 74, "iter": 92450, "lr": 3e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.22968, "decode.acc_seg": 90.7473, "aux.loss_ce": 0.11885, "aux.acc_seg": 88.36469, "loss": 0.34853, "time": 0.61721}
{"mode": "train", "epoch": 74, "iter": 92500, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.23989, "decode.acc_seg": 90.01508, "aux.loss_ce": 0.1237, "aux.acc_seg": 87.81072, "loss": 0.36358, "time": 0.62496}
{"mode": "train", "epoch": 74, "iter": 92550, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.2187, "decode.acc_seg": 91.03188, "aux.loss_ce": 0.11093, "aux.acc_seg": 89.14058, "loss": 0.32962, "time": 0.6314}
{"mode": "train", "epoch": 74, "iter": 92600, "lr": 3e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.22405, "decode.acc_seg": 90.60793, "aux.loss_ce": 0.1154, "aux.acc_seg": 88.56986, "loss": 0.33944, "time": 0.64072}
{"mode": "train", "epoch": 74, "iter": 92650, "lr": 3e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.22373, "decode.acc_seg": 90.54321, "aux.loss_ce": 0.11302, "aux.acc_seg": 88.67461, "loss": 0.33676, "time": 0.61666}
{"mode": "train", "epoch": 74, "iter": 92700, "lr": 3e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.21724, "decode.acc_seg": 90.85027, "aux.loss_ce": 0.10908, "aux.acc_seg": 89.14971, "loss": 0.32633, "time": 0.62561}
{"mode": "train", "epoch": 74, "iter": 92750, "lr": 3e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.2239, "decode.acc_seg": 90.66272, "aux.loss_ce": 0.114, "aux.acc_seg": 88.63314, "loss": 0.3379, "time": 0.63753}
{"mode": "train", "epoch": 74, "iter": 92800, "lr": 3e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.22663, "decode.acc_seg": 90.56072, "aux.loss_ce": 0.11637, "aux.acc_seg": 88.4415, "loss": 0.343, "time": 0.64217}
{"mode": "train", "epoch": 74, "iter": 92850, "lr": 3e-05, "memory": 43699, "data_time": 0.00785, "decode.loss_ce": 0.21367, "decode.acc_seg": 91.15112, "aux.loss_ce": 0.11043, "aux.acc_seg": 89.12228, "loss": 0.32411, "time": 0.61531}
{"mode": "train", "epoch": 74, "iter": 92900, "lr": 3e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.23694, "decode.acc_seg": 90.11284, "aux.loss_ce": 0.11728, "aux.acc_seg": 88.17559, "loss": 0.35422, "time": 0.62543}
{"mode": "train", "epoch": 74, "iter": 92950, "lr": 3e-05, "memory": 43699, "data_time": 0.01505, "decode.loss_ce": 0.23184, "decode.acc_seg": 90.26238, "aux.loss_ce": 0.12041, "aux.acc_seg": 88.23089, "loss": 0.35226, "time": 0.63229}
{"mode": "train", "epoch": 74, "iter": 93000, "lr": 3e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.21307, "decode.acc_seg": 91.18508, "aux.loss_ce": 0.10862, "aux.acc_seg": 89.15319, "loss": 0.32169, "time": 0.64326}
{"mode": "train", "epoch": 74, "iter": 93050, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.21813, "decode.acc_seg": 90.95192, "aux.loss_ce": 0.11054, "aux.acc_seg": 88.87202, "loss": 0.32867, "time": 0.61529}
{"mode": "train", "epoch": 74, "iter": 93100, "lr": 3e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.22606, "decode.acc_seg": 90.53759, "aux.loss_ce": 0.11523, "aux.acc_seg": 88.44669, "loss": 0.34129, "time": 0.64896}
{"mode": "train", "epoch": 74, "iter": 93150, "lr": 3e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.23388, "decode.acc_seg": 90.29187, "aux.loss_ce": 0.11879, "aux.acc_seg": 88.43135, "loss": 0.35268, "time": 0.61601}
{"mode": "train", "epoch": 74, "iter": 93200, "lr": 3e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.22923, "decode.acc_seg": 90.35354, "aux.loss_ce": 0.11707, "aux.acc_seg": 88.24695, "loss": 0.3463, "time": 0.64307}
{"mode": "train", "epoch": 74, "iter": 93250, "lr": 3e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.22499, "decode.acc_seg": 90.50728, "aux.loss_ce": 0.11649, "aux.acc_seg": 88.30162, "loss": 0.34148, "time": 0.61624}
{"mode": "train", "epoch": 74, "iter": 93300, "lr": 3e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.22692, "decode.acc_seg": 90.34006, "aux.loss_ce": 0.11764, "aux.acc_seg": 88.26602, "loss": 0.34456, "time": 0.63248}
{"mode": "train", "epoch": 74, "iter": 93350, "lr": 2e-05, "memory": 43699, "data_time": 0.00789, "decode.loss_ce": 0.2397, "decode.acc_seg": 90.00913, "aux.loss_ce": 0.12124, "aux.acc_seg": 87.99775, "loss": 0.36094, "time": 0.63177}
{"mode": "train", "epoch": 74, "iter": 93400, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.22883, "decode.acc_seg": 90.49275, "aux.loss_ce": 0.11533, "aux.acc_seg": 88.57725, "loss": 0.34416, "time": 0.63314}
{"mode": "train", "epoch": 74, "iter": 93450, "lr": 2e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.23375, "decode.acc_seg": 90.36325, "aux.loss_ce": 0.11887, "aux.acc_seg": 88.33447, "loss": 0.35262, "time": 0.616}
{"mode": "train", "epoch": 75, "iter": 93500, "lr": 2e-05, "memory": 43699, "data_time": 0.05423, "decode.loss_ce": 0.23778, "decode.acc_seg": 90.00986, "aux.loss_ce": 0.12071, "aux.acc_seg": 87.98582, "loss": 0.35849, "time": 0.68644}
{"mode": "train", "epoch": 75, "iter": 93550, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.21645, "decode.acc_seg": 91.00634, "aux.loss_ce": 0.11243, "aux.acc_seg": 88.93047, "loss": 0.32888, "time": 0.63812}
{"mode": "train", "epoch": 75, "iter": 93600, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.2401, "decode.acc_seg": 90.07666, "aux.loss_ce": 0.12285, "aux.acc_seg": 88.08988, "loss": 0.36295, "time": 0.63378}
{"mode": "train", "epoch": 75, "iter": 93650, "lr": 2e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.21535, "decode.acc_seg": 90.65264, "aux.loss_ce": 0.10949, "aux.acc_seg": 88.62819, "loss": 0.32483, "time": 0.61693}
{"mode": "train", "epoch": 75, "iter": 93700, "lr": 2e-05, "memory": 43699, "data_time": 0.00783, "decode.loss_ce": 0.22317, "decode.acc_seg": 90.61765, "aux.loss_ce": 0.11318, "aux.acc_seg": 88.67574, "loss": 0.33634, "time": 0.63292}
{"mode": "train", "epoch": 75, "iter": 93750, "lr": 2e-05, "memory": 43699, "data_time": 0.00786, "decode.loss_ce": 0.24644, "decode.acc_seg": 89.63489, "aux.loss_ce": 0.12627, "aux.acc_seg": 87.36103, "loss": 0.37271, "time": 0.65067}
{"mode": "train", "epoch": 75, "iter": 93800, "lr": 2e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.2262, "decode.acc_seg": 90.66955, "aux.loss_ce": 0.11522, "aux.acc_seg": 88.59559, "loss": 0.34142, "time": 0.62378}
{"mode": "train", "epoch": 75, "iter": 93850, "lr": 2e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.22241, "decode.acc_seg": 90.32515, "aux.loss_ce": 0.11382, "aux.acc_seg": 88.43782, "loss": 0.33623, "time": 0.61799}
{"mode": "train", "epoch": 75, "iter": 93900, "lr": 2e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.23438, "decode.acc_seg": 90.32464, "aux.loss_ce": 0.11743, "aux.acc_seg": 88.41587, "loss": 0.35181, "time": 0.64481}
{"mode": "train", "epoch": 75, "iter": 93950, "lr": 2e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.22829, "decode.acc_seg": 90.6357, "aux.loss_ce": 0.11796, "aux.acc_seg": 88.54486, "loss": 0.34625, "time": 0.62711}
{"mode": "train", "epoch": 75, "iter": 94000, "lr": 2e-05, "memory": 43699, "data_time": 0.0079, "decode.loss_ce": 0.22323, "decode.acc_seg": 90.93011, "aux.loss_ce": 0.11456, "aux.acc_seg": 88.87515, "loss": 0.33779, "time": 0.62475}
{"mode": "train", "epoch": 75, "iter": 94050, "lr": 2e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.22941, "decode.acc_seg": 90.45082, "aux.loss_ce": 0.11795, "aux.acc_seg": 88.3326, "loss": 0.34736, "time": 0.61461}
{"mode": "train", "epoch": 75, "iter": 94100, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.21491, "decode.acc_seg": 90.95603, "aux.loss_ce": 0.11243, "aux.acc_seg": 88.9055, "loss": 0.32734, "time": 0.64513}
{"mode": "train", "epoch": 75, "iter": 94150, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.21597, "decode.acc_seg": 91.05502, "aux.loss_ce": 0.11334, "aux.acc_seg": 88.91689, "loss": 0.32931, "time": 0.62518}
{"mode": "train", "epoch": 75, "iter": 94200, "lr": 2e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.21481, "decode.acc_seg": 90.98751, "aux.loss_ce": 0.10959, "aux.acc_seg": 88.9556, "loss": 0.3244, "time": 0.63234}
{"mode": "train", "epoch": 75, "iter": 94250, "lr": 2e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.22929, "decode.acc_seg": 90.47213, "aux.loss_ce": 0.11712, "aux.acc_seg": 88.40497, "loss": 0.34641, "time": 0.61632}
{"mode": "train", "epoch": 75, "iter": 94300, "lr": 2e-05, "memory": 43699, "data_time": 0.01772, "decode.loss_ce": 0.2358, "decode.acc_seg": 90.23173, "aux.loss_ce": 0.1179, "aux.acc_seg": 88.27828, "loss": 0.3537, "time": 0.65039}
{"mode": "train", "epoch": 75, "iter": 94350, "lr": 2e-05, "memory": 43699, "data_time": 0.00802, "decode.loss_ce": 0.23158, "decode.acc_seg": 90.21426, "aux.loss_ce": 0.11649, "aux.acc_seg": 88.23973, "loss": 0.34807, "time": 0.63404}
{"mode": "train", "epoch": 75, "iter": 94400, "lr": 2e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.21248, "decode.acc_seg": 91.08239, "aux.loss_ce": 0.10852, "aux.acc_seg": 88.9536, "loss": 0.32101, "time": 0.62527}
{"mode": "train", "epoch": 75, "iter": 94450, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.23634, "decode.acc_seg": 90.11362, "aux.loss_ce": 0.12029, "aux.acc_seg": 88.01777, "loss": 0.35663, "time": 0.62682}
{"mode": "train", "epoch": 75, "iter": 94500, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.2303, "decode.acc_seg": 90.3098, "aux.loss_ce": 0.11765, "aux.acc_seg": 88.28875, "loss": 0.34795, "time": 0.63652}
{"mode": "train", "epoch": 75, "iter": 94550, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.2249, "decode.acc_seg": 90.63476, "aux.loss_ce": 0.1138, "aux.acc_seg": 88.69336, "loss": 0.3387, "time": 0.63373}
{"mode": "train", "epoch": 75, "iter": 94600, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.23428, "decode.acc_seg": 90.18137, "aux.loss_ce": 0.11912, "aux.acc_seg": 88.04971, "loss": 0.3534, "time": 0.62402}
{"mode": "train", "epoch": 75, "iter": 94650, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.22991, "decode.acc_seg": 90.3577, "aux.loss_ce": 0.11695, "aux.acc_seg": 88.30204, "loss": 0.34686, "time": 0.62472}
{"mode": "train", "epoch": 75, "iter": 94700, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.22801, "decode.acc_seg": 90.53359, "aux.loss_ce": 0.1157, "aux.acc_seg": 88.54586, "loss": 0.34371, "time": 0.63983}
{"mode": "train", "epoch": 76, "iter": 94750, "lr": 2e-05, "memory": 43699, "data_time": 0.05283, "decode.loss_ce": 0.22976, "decode.acc_seg": 90.34849, "aux.loss_ce": 0.11715, "aux.acc_seg": 88.33743, "loss": 0.34691, "time": 0.68404}
{"mode": "train", "epoch": 76, "iter": 94800, "lr": 2e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.22591, "decode.acc_seg": 90.63352, "aux.loss_ce": 0.11541, "aux.acc_seg": 88.71875, "loss": 0.34132, "time": 0.63296}
{"mode": "train", "epoch": 76, "iter": 94850, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.23752, "decode.acc_seg": 90.21541, "aux.loss_ce": 0.12188, "aux.acc_seg": 87.98751, "loss": 0.3594, "time": 0.62472}
{"mode": "train", "epoch": 76, "iter": 94900, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.20698, "decode.acc_seg": 91.04854, "aux.loss_ce": 0.10622, "aux.acc_seg": 89.03163, "loss": 0.3132, "time": 0.63398}
{"mode": "train", "epoch": 76, "iter": 94950, "lr": 2e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.21637, "decode.acc_seg": 90.80822, "aux.loss_ce": 0.11042, "aux.acc_seg": 88.85667, "loss": 0.32679, "time": 0.62446}
{"mode": "train", "epoch": 76, "iter": 95000, "lr": 2e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.2039, "decode.acc_seg": 91.35595, "aux.loss_ce": 0.10832, "aux.acc_seg": 88.99704, "loss": 0.31222, "time": 0.63288}
{"mode": "train", "epoch": 76, "iter": 95050, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.22067, "decode.acc_seg": 90.81645, "aux.loss_ce": 0.11123, "aux.acc_seg": 88.84218, "loss": 0.3319, "time": 0.63224}
{"mode": "train", "epoch": 76, "iter": 95100, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.23799, "decode.acc_seg": 90.03331, "aux.loss_ce": 0.12227, "aux.acc_seg": 87.83031, "loss": 0.36026, "time": 0.63336}
{"mode": "train", "epoch": 76, "iter": 95150, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.22539, "decode.acc_seg": 90.72042, "aux.loss_ce": 0.11573, "aux.acc_seg": 88.59329, "loss": 0.34112, "time": 0.62334}
{"mode": "train", "epoch": 76, "iter": 95200, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.23379, "decode.acc_seg": 90.37846, "aux.loss_ce": 0.11835, "aux.acc_seg": 88.26007, "loss": 0.35215, "time": 0.6327}
{"mode": "train", "epoch": 76, "iter": 95250, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.21512, "decode.acc_seg": 90.86211, "aux.loss_ce": 0.11226, "aux.acc_seg": 88.62576, "loss": 0.32738, "time": 0.6325}
{"mode": "train", "epoch": 76, "iter": 95300, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.23099, "decode.acc_seg": 90.41813, "aux.loss_ce": 0.11799, "aux.acc_seg": 88.39981, "loss": 0.34898, "time": 0.63341}
{"mode": "train", "epoch": 76, "iter": 95350, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21784, "decode.acc_seg": 90.79681, "aux.loss_ce": 0.11293, "aux.acc_seg": 88.73833, "loss": 0.33077, "time": 0.63252}
{"mode": "train", "epoch": 76, "iter": 95400, "lr": 2e-05, "memory": 43699, "data_time": 0.01536, "decode.loss_ce": 0.21918, "decode.acc_seg": 90.83613, "aux.loss_ce": 0.11084, "aux.acc_seg": 88.90381, "loss": 0.33002, "time": 0.63237}
{"mode": "train", "epoch": 76, "iter": 95450, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.22903, "decode.acc_seg": 90.21938, "aux.loss_ce": 0.11416, "aux.acc_seg": 88.57976, "loss": 0.34318, "time": 0.63202}
{"mode": "train", "epoch": 76, "iter": 95500, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.22274, "decode.acc_seg": 90.76405, "aux.loss_ce": 0.11202, "aux.acc_seg": 88.83448, "loss": 0.33476, "time": 0.6332}
{"mode": "train", "epoch": 76, "iter": 95550, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.22193, "decode.acc_seg": 90.8408, "aux.loss_ce": 0.11472, "aux.acc_seg": 88.87127, "loss": 0.33665, "time": 0.62287}
{"mode": "train", "epoch": 76, "iter": 95600, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.23269, "decode.acc_seg": 90.57414, "aux.loss_ce": 0.119, "aux.acc_seg": 88.56033, "loss": 0.35168, "time": 0.62473}
{"mode": "train", "epoch": 76, "iter": 95650, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.22304, "decode.acc_seg": 90.63857, "aux.loss_ce": 0.11403, "aux.acc_seg": 88.64482, "loss": 0.33708, "time": 0.63457}
{"mode": "train", "epoch": 76, "iter": 95700, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.22447, "decode.acc_seg": 90.53052, "aux.loss_ce": 0.11412, "aux.acc_seg": 88.57759, "loss": 0.33859, "time": 0.63192}
{"mode": "train", "epoch": 76, "iter": 95750, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.21577, "decode.acc_seg": 90.91621, "aux.loss_ce": 0.10978, "aux.acc_seg": 89.07647, "loss": 0.32555, "time": 0.64198}
{"mode": "train", "epoch": 76, "iter": 95800, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.23211, "decode.acc_seg": 90.57394, "aux.loss_ce": 0.11833, "aux.acc_seg": 88.49084, "loss": 0.35043, "time": 0.61483}
{"mode": "train", "epoch": 76, "iter": 95850, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.22405, "decode.acc_seg": 90.43372, "aux.loss_ce": 0.11549, "aux.acc_seg": 88.4501, "loss": 0.33955, "time": 0.64185}
{"mode": "train", "epoch": 76, "iter": 95900, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.23665, "decode.acc_seg": 90.02889, "aux.loss_ce": 0.11932, "aux.acc_seg": 88.17926, "loss": 0.35597, "time": 0.62435}
{"mode": "train", "epoch": 76, "iter": 95950, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.2312, "decode.acc_seg": 90.63928, "aux.loss_ce": 0.11772, "aux.acc_seg": 88.60572, "loss": 0.34892, "time": 0.62326}
{"mode": "train", "epoch": 77, "iter": 96000, "lr": 2e-05, "memory": 43699, "data_time": 0.05848, "decode.loss_ce": 0.22295, "decode.acc_seg": 90.68805, "aux.loss_ce": 0.11299, "aux.acc_seg": 88.72181, "loss": 0.33594, "time": 0.72168}
{"mode": "val", "epoch": 77, "iter": 250, "lr": 2e-05, "aAcc": 0.8395, "mIoU": 0.5134, "mAcc": 0.6404, "IoU.wall": 0.7916, "IoU.building": 0.8355, "IoU.sky": 0.9452, "IoU.floor": 0.8213, "IoU.tree": 0.7547, "IoU.ceiling": 0.8564, "IoU.road": 0.8617, "IoU.bed ": 0.9038, "IoU.windowpane": 0.6245, "IoU.grass": 0.6627, "IoU.cabinet": 0.6095, "IoU.sidewalk": 0.6893, "IoU.person": 0.8302, "IoU.earth": 0.3436, "IoU.door": 0.5339, "IoU.table": 0.6044, "IoU.mountain": 0.6305, "IoU.plant": 0.5139, "IoU.curtain": 0.7493, "IoU.chair": 0.594, "IoU.car": 0.8556, "IoU.water": 0.5549, "IoU.painting": 0.7547, "IoU.sofa": 0.6841, "IoU.shelf": 0.4502, "IoU.house": 0.4479, "IoU.sea": 0.6238, "IoU.mirror": 0.6772, "IoU.rug": 0.6665, "IoU.field": 0.3067, "IoU.armchair": 0.4707, "IoU.seat": 0.6452, "IoU.fence": 0.4745, "IoU.desk": 0.5326, "IoU.rock": 0.4945, "IoU.wardrobe": 0.4759, "IoU.lamp": 0.6587, "IoU.bathtub": 0.8092, "IoU.railing": 0.3835, "IoU.cushion": 0.6272, "IoU.base": 0.3128, "IoU.box": 0.3028, "IoU.column": 0.4668, "IoU.signboard": 0.3757, "IoU.chest of drawers": 0.3442, "IoU.counter": 0.3807, "IoU.sand": 0.4588, "IoU.sink": 0.7403, "IoU.skyscraper": 0.4953, "IoU.fireplace": 0.7251, "IoU.refrigerator": 0.8079, "IoU.grandstand": 0.5222, "IoU.path": 0.2564, "IoU.stairs": 0.3257, "IoU.runway": 0.7309, "IoU.case": 0.5642, "IoU.pool table": 0.9346, "IoU.pillow": 0.6051, "IoU.screen door": 0.6155, "IoU.stairway": 0.3154, "IoU.river": 0.0989, "IoU.bridge": 0.6492, "IoU.bookcase": 0.3723, "IoU.blind": 0.4573, "IoU.coffee table": 0.5831, "IoU.toilet": 0.8528, "IoU.flower": 0.4125, "IoU.book": 0.4688, "IoU.hill": 0.1432, "IoU.bench": 0.4887, "IoU.countertop": 0.5715, "IoU.stove": 0.7609, "IoU.palm": 0.5052, "IoU.kitchen island": 0.3997, "IoU.computer": 0.6993, "IoU.swivel chair": 0.5516, "IoU.boat": 0.3707, "IoU.bar": 0.3257, "IoU.arcade machine": 0.8594, "IoU.hovel": 0.4059, "IoU.bus": 0.8519, "IoU.towel": 0.6794, "IoU.light": 0.5577, "IoU.truck": 0.3523, "IoU.tower": 0.3, "IoU.chandelier": 0.6799, "IoU.awning": 0.2789, "IoU.streetlight": 0.2831, "IoU.booth": 0.5401, "IoU.television receiver": 0.6872, "IoU.airplane": 0.6391, "IoU.dirt track": 0.092, "IoU.apparel": 0.464, "IoU.pole": 0.2103, "IoU.land": 0.0304, "IoU.bannister": 0.1459, "IoU.escalator": 0.4249, "IoU.ottoman": 0.5071, "IoU.bottle": 0.4202, "IoU.buffet": 0.5564, "IoU.poster": 0.3013, "IoU.stage": 0.1364, "IoU.van": 0.4518, "IoU.ship": 0.2025, "IoU.fountain": 0.2108, "IoU.conveyer belt": 0.7953, "IoU.canopy": 0.3078, "IoU.washer": 0.7607, "IoU.plaything": 0.3892, "IoU.swimming pool": 0.6613, "IoU.stool": 0.4077, "IoU.barrel": 0.4715, "IoU.basket": 0.3955, "IoU.waterfall": 0.546, "IoU.tent": 0.9297, "IoU.bag": 0.1588, "IoU.minibike": 0.7188, "IoU.cradle": 0.7529, "IoU.oven": 0.3825, "IoU.ball": 0.4797, "IoU.food": 0.5729, "IoU.step": 0.1134, "IoU.tank": 0.5421, "IoU.trade name": 0.2532, "IoU.microwave": 0.699, "IoU.pot": 0.4342, "IoU.animal": 0.665, "IoU.bicycle": 0.5539, "IoU.lake": 0.5709, "IoU.dishwasher": 0.6918, "IoU.screen": 0.6018, "IoU.blanket": 0.2073, "IoU.sculpture": 0.6502, "IoU.hood": 0.5927, "IoU.sconce": 0.4862, "IoU.vase": 0.3998, "IoU.traffic light": 0.3386, "IoU.tray": 0.1214, "IoU.ashcan": 0.4566, "IoU.fan": 0.6148, "IoU.pier": 0.2796, "IoU.crt screen": 0.0435, "IoU.plate": 0.5599, "IoU.monitor": 0.1067, "IoU.bulletin board": 0.4313, "IoU.shower": 0.0003, "IoU.radiator": 0.6811, "IoU.glass": 0.1538, "IoU.clock": 0.3803, "IoU.flag": 0.6368, "Acc.wall": 0.8902, "Acc.building": 0.9196, "Acc.sky": 0.9791, "Acc.floor": 0.9051, "Acc.tree": 0.894, "Acc.ceiling": 0.9209, "Acc.road": 0.9139, "Acc.bed ": 0.9495, "Acc.windowpane": 0.8097, "Acc.grass": 0.8325, "Acc.cabinet": 0.7104, "Acc.sidewalk": 0.8265, "Acc.person": 0.935, "Acc.earth": 0.4752, "Acc.door": 0.6857, "Acc.table": 0.7543, "Acc.mountain": 0.7404, "Acc.plant": 0.6103, "Acc.curtain": 0.8562, "Acc.chair": 0.7185, "Acc.car": 0.9364, "Acc.water": 0.7032, "Acc.painting": 0.8916, "Acc.sofa": 0.8522, "Acc.shelf": 0.6601, "Acc.house": 0.6555, "Acc.sea": 0.8426, "Acc.mirror": 0.7634, "Acc.rug": 0.8117, "Acc.field": 0.4397, "Acc.armchair": 0.6783, "Acc.seat": 0.8131, "Acc.fence": 0.6233, "Acc.desk": 0.7271, "Acc.rock": 0.7786, "Acc.wardrobe": 0.6686, "Acc.lamp": 0.7554, "Acc.bathtub": 0.8623, "Acc.railing": 0.5179, "Acc.cushion": 0.7315, "Acc.base": 0.4171, "Acc.box": 0.415, "Acc.column": 0.6015, "Acc.signboard": 0.5339, "Acc.chest of drawers": 0.6476, "Acc.counter": 0.5025, "Acc.sand": 0.6557, "Acc.sink": 0.8208, "Acc.skyscraper": 0.6649, "Acc.fireplace": 0.9416, "Acc.refrigerator": 0.9051, "Acc.grandstand": 0.7407, "Acc.path": 0.4051, "Acc.stairs": 0.384, "Acc.runway": 0.8887, "Acc.case": 0.67, "Acc.pool table": 0.9697, "Acc.pillow": 0.7015, "Acc.screen door": 0.6532, "Acc.stairway": 0.3866, "Acc.river": 0.196, "Acc.bridge": 0.8059, "Acc.bookcase": 0.6203, "Acc.blind": 0.5476, "Acc.coffee table": 0.8622, "Acc.toilet": 0.9059, "Acc.flower": 0.6197, "Acc.book": 0.6534, "Acc.hill": 0.2284, "Acc.bench": 0.5563, "Acc.countertop": 0.7069, "Acc.stove": 0.8249, "Acc.palm": 0.6366, "Acc.kitchen island": 0.7164, "Acc.computer": 0.8315, "Acc.swivel chair": 0.8436, "Acc.boat": 0.5233, "Acc.bar": 0.4015, "Acc.arcade machine": 0.9175, "Acc.hovel": 0.4457, "Acc.bus": 0.9682, "Acc.towel": 0.8119, "Acc.light": 0.6272, "Acc.truck": 0.4797, "Acc.tower": 0.4004, "Acc.chandelier": 0.8697, "Acc.awning": 0.3429, "Acc.streetlight": 0.3683, "Acc.booth": 0.568, "Acc.television receiver": 0.8243, "Acc.airplane": 0.7495, "Acc.dirt track": 0.2787, "Acc.apparel": 0.6981, "Acc.pole": 0.296, "Acc.land": 0.06, "Acc.bannister": 0.1749, "Acc.escalator": 0.5076, "Acc.ottoman": 0.7412, "Acc.bottle": 0.6774, "Acc.buffet": 0.7408, "Acc.poster": 0.4301, "Acc.stage": 0.2148, "Acc.van": 0.5882, "Acc.ship": 0.3199, "Acc.fountain": 0.2153, "Acc.conveyer belt": 0.9094, "Acc.canopy": 0.4432, "Acc.washer": 0.7772, "Acc.plaything": 0.518, "Acc.swimming pool": 0.9147, "Acc.stool": 0.6095, "Acc.barrel": 0.6758, "Acc.basket": 0.5259, "Acc.waterfall": 0.5999, "Acc.tent": 0.9836, "Acc.bag": 0.1816, "Acc.minibike": 0.8368, "Acc.cradle": 0.9672, "Acc.oven": 0.6101, "Acc.ball": 0.6021, "Acc.food": 0.6971, "Acc.step": 0.1461, "Acc.tank": 0.6633, "Acc.trade name": 0.2911, "Acc.microwave": 0.7789, "Acc.pot": 0.5192, "Acc.animal": 0.7025, "Acc.bicycle": 0.7714, "Acc.lake": 0.6203, "Acc.dishwasher": 0.8012, "Acc.screen": 0.9079, "Acc.blanket": 0.2507, "Acc.sculpture": 0.8214, "Acc.hood": 0.7112, "Acc.sconce": 0.6041, "Acc.vase": 0.5853, "Acc.traffic light": 0.5876, "Acc.tray": 0.1831, "Acc.ashcan": 0.6323, "Acc.fan": 0.788, "Acc.pier": 0.4756, "Acc.crt screen": 0.1225, "Acc.plate": 0.7343, "Acc.monitor": 0.1191, "Acc.bulletin board": 0.574, "Acc.shower": 0.0003, "Acc.radiator": 0.7615, "Acc.glass": 0.1625, "Acc.clock": 0.4275, "Acc.flag": 0.7274}
{"mode": "train", "epoch": 77, "iter": 96050, "lr": 2e-05, "memory": 43699, "data_time": 1.3207, "decode.loss_ce": 0.23209, "decode.acc_seg": 90.29705, "aux.loss_ce": 0.11858, "aux.acc_seg": 88.17803, "loss": 0.35067, "time": 1.94034}
{"mode": "train", "epoch": 77, "iter": 96100, "lr": 2e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.21702, "decode.acc_seg": 91.09135, "aux.loss_ce": 0.11206, "aux.acc_seg": 88.95096, "loss": 0.32908, "time": 0.62367}
{"mode": "train", "epoch": 77, "iter": 96150, "lr": 2e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.23318, "decode.acc_seg": 90.23615, "aux.loss_ce": 0.11889, "aux.acc_seg": 88.04284, "loss": 0.35207, "time": 0.63236}
{"mode": "train", "epoch": 77, "iter": 96200, "lr": 2e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.21606, "decode.acc_seg": 90.85672, "aux.loss_ce": 0.11201, "aux.acc_seg": 88.84733, "loss": 0.32807, "time": 0.64194}
{"mode": "train", "epoch": 77, "iter": 96250, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.22756, "decode.acc_seg": 90.43191, "aux.loss_ce": 0.11578, "aux.acc_seg": 88.40708, "loss": 0.34333, "time": 0.61798}
{"mode": "train", "epoch": 77, "iter": 96300, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.22687, "decode.acc_seg": 90.20077, "aux.loss_ce": 0.11447, "aux.acc_seg": 88.31423, "loss": 0.34134, "time": 0.62429}
{"mode": "train", "epoch": 77, "iter": 96350, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.23965, "decode.acc_seg": 90.1717, "aux.loss_ce": 0.12251, "aux.acc_seg": 88.08218, "loss": 0.36216, "time": 0.61705}
{"mode": "train", "epoch": 77, "iter": 96400, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.22898, "decode.acc_seg": 90.16288, "aux.loss_ce": 0.11639, "aux.acc_seg": 88.25769, "loss": 0.34537, "time": 0.65053}
{"mode": "train", "epoch": 77, "iter": 96450, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.22469, "decode.acc_seg": 90.46815, "aux.loss_ce": 0.11399, "aux.acc_seg": 88.57155, "loss": 0.33869, "time": 0.62409}
{"mode": "train", "epoch": 77, "iter": 96500, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.22146, "decode.acc_seg": 90.93626, "aux.loss_ce": 0.11316, "aux.acc_seg": 88.86809, "loss": 0.33462, "time": 0.62968}
{"mode": "train", "epoch": 77, "iter": 96550, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.24229, "decode.acc_seg": 89.88711, "aux.loss_ce": 0.12569, "aux.acc_seg": 87.79228, "loss": 0.36797, "time": 0.62584}
{"mode": "train", "epoch": 77, "iter": 96600, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.22763, "decode.acc_seg": 90.58869, "aux.loss_ce": 0.11809, "aux.acc_seg": 88.46676, "loss": 0.34573, "time": 0.63175}
{"mode": "train", "epoch": 77, "iter": 96650, "lr": 2e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.21829, "decode.acc_seg": 90.75282, "aux.loss_ce": 0.11385, "aux.acc_seg": 88.6352, "loss": 0.33214, "time": 0.63263}
{"mode": "train", "epoch": 77, "iter": 96700, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.21788, "decode.acc_seg": 90.69878, "aux.loss_ce": 0.11411, "aux.acc_seg": 88.52354, "loss": 0.33198, "time": 0.62336}
{"mode": "train", "epoch": 77, "iter": 96750, "lr": 2e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.19678, "decode.acc_seg": 91.65217, "aux.loss_ce": 0.10208, "aux.acc_seg": 89.72448, "loss": 0.29886, "time": 0.64241}
{"mode": "train", "epoch": 77, "iter": 96800, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.22175, "decode.acc_seg": 90.54019, "aux.loss_ce": 0.11393, "aux.acc_seg": 88.42291, "loss": 0.33568, "time": 0.6327}
{"mode": "train", "epoch": 77, "iter": 96850, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.22772, "decode.acc_seg": 90.84408, "aux.loss_ce": 0.11708, "aux.acc_seg": 88.74548, "loss": 0.3448, "time": 0.62547}
{"mode": "train", "epoch": 77, "iter": 96900, "lr": 2e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.2189, "decode.acc_seg": 90.79252, "aux.loss_ce": 0.11212, "aux.acc_seg": 88.78508, "loss": 0.33101, "time": 0.63104}
{"mode": "train", "epoch": 77, "iter": 96950, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.21788, "decode.acc_seg": 90.74922, "aux.loss_ce": 0.11096, "aux.acc_seg": 88.69287, "loss": 0.32884, "time": 0.63986}
{"mode": "train", "epoch": 77, "iter": 97000, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.22363, "decode.acc_seg": 90.67986, "aux.loss_ce": 0.11442, "aux.acc_seg": 88.54596, "loss": 0.33805, "time": 0.63312}
{"mode": "train", "epoch": 77, "iter": 97050, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.22494, "decode.acc_seg": 90.80046, "aux.loss_ce": 0.1154, "aux.acc_seg": 88.74902, "loss": 0.34034, "time": 0.6271}
{"mode": "train", "epoch": 77, "iter": 97100, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.23051, "decode.acc_seg": 90.30105, "aux.loss_ce": 0.11399, "aux.acc_seg": 88.53631, "loss": 0.3445, "time": 0.63298}
{"mode": "train", "epoch": 77, "iter": 97150, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.22797, "decode.acc_seg": 90.81834, "aux.loss_ce": 0.11398, "aux.acc_seg": 88.70483, "loss": 0.34196, "time": 0.64031}
{"mode": "train", "epoch": 77, "iter": 97200, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.23906, "decode.acc_seg": 89.61048, "aux.loss_ce": 0.12195, "aux.acc_seg": 87.47062, "loss": 0.361, "time": 0.6361}
{"mode": "train", "epoch": 77, "iter": 97250, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.23203, "decode.acc_seg": 90.63904, "aux.loss_ce": 0.12063, "aux.acc_seg": 88.45627, "loss": 0.35266, "time": 0.6248}
{"mode": "train", "epoch": 78, "iter": 97300, "lr": 2e-05, "memory": 43699, "data_time": 0.05345, "decode.loss_ce": 0.2216, "decode.acc_seg": 90.79166, "aux.loss_ce": 0.11302, "aux.acc_seg": 88.77107, "loss": 0.33463, "time": 0.68498}
{"mode": "train", "epoch": 78, "iter": 97350, "lr": 2e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.21177, "decode.acc_seg": 91.04965, "aux.loss_ce": 0.10837, "aux.acc_seg": 89.08492, "loss": 0.32014, "time": 0.64672}
{"mode": "train", "epoch": 78, "iter": 97400, "lr": 2e-05, "memory": 43699, "data_time": 0.01796, "decode.loss_ce": 0.22861, "decode.acc_seg": 90.49976, "aux.loss_ce": 0.11657, "aux.acc_seg": 88.4469, "loss": 0.34518, "time": 0.6291}
{"mode": "train", "epoch": 78, "iter": 97450, "lr": 2e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.20516, "decode.acc_seg": 91.25497, "aux.loss_ce": 0.10659, "aux.acc_seg": 89.13351, "loss": 0.31175, "time": 0.63409}
{"mode": "train", "epoch": 78, "iter": 97500, "lr": 2e-05, "memory": 43699, "data_time": 0.00816, "decode.loss_ce": 0.2116, "decode.acc_seg": 91.11007, "aux.loss_ce": 0.10884, "aux.acc_seg": 89.12955, "loss": 0.32044, "time": 0.62491}
{"mode": "train", "epoch": 78, "iter": 97550, "lr": 2e-05, "memory": 43699, "data_time": 0.00825, "decode.loss_ce": 0.23182, "decode.acc_seg": 90.21218, "aux.loss_ce": 0.12195, "aux.acc_seg": 88.07621, "loss": 0.35377, "time": 0.6468}
{"mode": "train", "epoch": 78, "iter": 97600, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.21421, "decode.acc_seg": 91.02471, "aux.loss_ce": 0.11162, "aux.acc_seg": 88.78964, "loss": 0.32582, "time": 0.62623}
{"mode": "train", "epoch": 78, "iter": 97650, "lr": 2e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.24075, "decode.acc_seg": 90.18045, "aux.loss_ce": 0.12208, "aux.acc_seg": 87.93233, "loss": 0.36284, "time": 0.62276}
{"mode": "train", "epoch": 78, "iter": 97700, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.21842, "decode.acc_seg": 90.70037, "aux.loss_ce": 0.1135, "aux.acc_seg": 88.65142, "loss": 0.33192, "time": 0.62347}
{"mode": "train", "epoch": 78, "iter": 97750, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.20739, "decode.acc_seg": 91.27191, "aux.loss_ce": 0.10505, "aux.acc_seg": 89.65503, "loss": 0.31244, "time": 0.64697}
{"mode": "train", "epoch": 78, "iter": 97800, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21706, "decode.acc_seg": 90.90342, "aux.loss_ce": 0.11109, "aux.acc_seg": 88.88434, "loss": 0.32815, "time": 0.62629}
{"mode": "train", "epoch": 78, "iter": 97850, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.22393, "decode.acc_seg": 90.85258, "aux.loss_ce": 0.11339, "aux.acc_seg": 88.87372, "loss": 0.33732, "time": 0.63291}
{"mode": "train", "epoch": 78, "iter": 97900, "lr": 2e-05, "memory": 43699, "data_time": 0.01563, "decode.loss_ce": 0.22326, "decode.acc_seg": 90.63375, "aux.loss_ce": 0.11436, "aux.acc_seg": 88.78454, "loss": 0.33762, "time": 0.62497}
{"mode": "train", "epoch": 78, "iter": 97950, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.2162, "decode.acc_seg": 90.7676, "aux.loss_ce": 0.11075, "aux.acc_seg": 88.88815, "loss": 0.32695, "time": 0.64478}
{"mode": "train", "epoch": 78, "iter": 98000, "lr": 2e-05, "memory": 43699, "data_time": 0.00815, "decode.loss_ce": 0.22685, "decode.acc_seg": 90.61811, "aux.loss_ce": 0.11776, "aux.acc_seg": 88.27384, "loss": 0.34461, "time": 0.62639}
{"mode": "train", "epoch": 78, "iter": 98050, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.21848, "decode.acc_seg": 90.76304, "aux.loss_ce": 0.11125, "aux.acc_seg": 88.92753, "loss": 0.32973, "time": 0.63157}
{"mode": "train", "epoch": 78, "iter": 98100, "lr": 2e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.22402, "decode.acc_seg": 90.57144, "aux.loss_ce": 0.11624, "aux.acc_seg": 88.48742, "loss": 0.34027, "time": 0.61696}
{"mode": "train", "epoch": 78, "iter": 98150, "lr": 2e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.21377, "decode.acc_seg": 91.06477, "aux.loss_ce": 0.10959, "aux.acc_seg": 88.84177, "loss": 0.32335, "time": 0.64409}
{"mode": "train", "epoch": 78, "iter": 98200, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.21408, "decode.acc_seg": 90.89968, "aux.loss_ce": 0.10996, "aux.acc_seg": 88.89633, "loss": 0.32404, "time": 0.63247}
{"mode": "train", "epoch": 78, "iter": 98250, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.23299, "decode.acc_seg": 90.24974, "aux.loss_ce": 0.11798, "aux.acc_seg": 88.30678, "loss": 0.35097, "time": 0.6311}
{"mode": "train", "epoch": 78, "iter": 98300, "lr": 2e-05, "memory": 43699, "data_time": 0.00782, "decode.loss_ce": 0.20975, "decode.acc_seg": 91.18336, "aux.loss_ce": 0.10954, "aux.acc_seg": 89.07626, "loss": 0.31929, "time": 0.63276}
{"mode": "train", "epoch": 78, "iter": 98350, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.23313, "decode.acc_seg": 90.13276, "aux.loss_ce": 0.11793, "aux.acc_seg": 88.16839, "loss": 0.35106, "time": 0.63429}
{"mode": "train", "epoch": 78, "iter": 98400, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.2157, "decode.acc_seg": 90.81178, "aux.loss_ce": 0.10944, "aux.acc_seg": 89.0062, "loss": 0.32514, "time": 0.62517}
{"mode": "train", "epoch": 78, "iter": 98450, "lr": 2e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.22321, "decode.acc_seg": 90.76784, "aux.loss_ce": 0.11593, "aux.acc_seg": 88.75198, "loss": 0.33914, "time": 0.63813}
{"mode": "train", "epoch": 78, "iter": 98500, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.21092, "decode.acc_seg": 91.23835, "aux.loss_ce": 0.10675, "aux.acc_seg": 89.3232, "loss": 0.31768, "time": 0.63561}
{"mode": "train", "epoch": 79, "iter": 98550, "lr": 2e-05, "memory": 43699, "data_time": 0.0556, "decode.loss_ce": 0.21752, "decode.acc_seg": 90.87664, "aux.loss_ce": 0.11288, "aux.acc_seg": 88.72392, "loss": 0.3304, "time": 0.67288}
{"mode": "train", "epoch": 79, "iter": 98600, "lr": 2e-05, "memory": 43699, "data_time": 0.00832, "decode.loss_ce": 0.21538, "decode.acc_seg": 91.07542, "aux.loss_ce": 0.11038, "aux.acc_seg": 89.13232, "loss": 0.32576, "time": 0.62608}
{"mode": "train", "epoch": 79, "iter": 98650, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.22188, "decode.acc_seg": 90.73675, "aux.loss_ce": 0.11221, "aux.acc_seg": 88.87551, "loss": 0.33409, "time": 0.63911}
{"mode": "train", "epoch": 79, "iter": 98700, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.21723, "decode.acc_seg": 90.84484, "aux.loss_ce": 0.11145, "aux.acc_seg": 88.78105, "loss": 0.32868, "time": 0.64168}
{"mode": "train", "epoch": 79, "iter": 98750, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.22849, "decode.acc_seg": 90.52561, "aux.loss_ce": 0.11498, "aux.acc_seg": 88.699, "loss": 0.34347, "time": 0.62407}
{"mode": "train", "epoch": 79, "iter": 98800, "lr": 2e-05, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.22729, "decode.acc_seg": 90.29763, "aux.loss_ce": 0.1171, "aux.acc_seg": 88.20593, "loss": 0.34439, "time": 0.61659}
{"mode": "train", "epoch": 79, "iter": 98850, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21618, "decode.acc_seg": 90.80115, "aux.loss_ce": 0.1132, "aux.acc_seg": 88.62659, "loss": 0.32938, "time": 0.639}
{"mode": "train", "epoch": 79, "iter": 98900, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.22272, "decode.acc_seg": 90.84188, "aux.loss_ce": 0.11261, "aux.acc_seg": 88.8785, "loss": 0.33533, "time": 0.63611}
{"mode": "train", "epoch": 79, "iter": 98950, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.20817, "decode.acc_seg": 91.1968, "aux.loss_ce": 0.10794, "aux.acc_seg": 89.26482, "loss": 0.31611, "time": 0.62504}
{"mode": "train", "epoch": 79, "iter": 99000, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.22392, "decode.acc_seg": 90.61077, "aux.loss_ce": 0.11433, "aux.acc_seg": 88.67361, "loss": 0.33825, "time": 0.6152}
{"mode": "train", "epoch": 79, "iter": 99050, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.22432, "decode.acc_seg": 90.62059, "aux.loss_ce": 0.11773, "aux.acc_seg": 88.16654, "loss": 0.34205, "time": 0.63885}
{"mode": "train", "epoch": 79, "iter": 99100, "lr": 2e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.21759, "decode.acc_seg": 91.2592, "aux.loss_ce": 0.11158, "aux.acc_seg": 89.23748, "loss": 0.32917, "time": 0.63773}
{"mode": "train", "epoch": 79, "iter": 99150, "lr": 2e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.22284, "decode.acc_seg": 90.72539, "aux.loss_ce": 0.11277, "aux.acc_seg": 88.71076, "loss": 0.33561, "time": 0.62449}
{"mode": "train", "epoch": 79, "iter": 99200, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.2172, "decode.acc_seg": 90.91959, "aux.loss_ce": 0.11253, "aux.acc_seg": 88.83153, "loss": 0.32973, "time": 0.6259}
{"mode": "train", "epoch": 79, "iter": 99250, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.20909, "decode.acc_seg": 91.1159, "aux.loss_ce": 0.10855, "aux.acc_seg": 89.06412, "loss": 0.31765, "time": 0.63811}
{"mode": "train", "epoch": 79, "iter": 99300, "lr": 2e-05, "memory": 43699, "data_time": 0.008, "decode.loss_ce": 0.21526, "decode.acc_seg": 90.93242, "aux.loss_ce": 0.11256, "aux.acc_seg": 88.80676, "loss": 0.32782, "time": 0.6383}
{"mode": "train", "epoch": 79, "iter": 99350, "lr": 2e-05, "memory": 43699, "data_time": 0.0154, "decode.loss_ce": 0.22456, "decode.acc_seg": 90.70257, "aux.loss_ce": 0.11262, "aux.acc_seg": 88.91233, "loss": 0.33718, "time": 0.62534}
{"mode": "train", "epoch": 79, "iter": 99400, "lr": 2e-05, "memory": 43699, "data_time": 0.00795, "decode.loss_ce": 0.22943, "decode.acc_seg": 90.34659, "aux.loss_ce": 0.11697, "aux.acc_seg": 88.39333, "loss": 0.3464, "time": 0.62398}
{"mode": "train", "epoch": 79, "iter": 99450, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.24095, "decode.acc_seg": 89.99497, "aux.loss_ce": 0.1217, "aux.acc_seg": 87.90813, "loss": 0.36265, "time": 0.63097}
{"mode": "train", "epoch": 79, "iter": 99500, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.23728, "decode.acc_seg": 90.54455, "aux.loss_ce": 0.11992, "aux.acc_seg": 88.57459, "loss": 0.3572, "time": 0.65164}
{"mode": "train", "epoch": 79, "iter": 99550, "lr": 2e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.21394, "decode.acc_seg": 91.12226, "aux.loss_ce": 0.11118, "aux.acc_seg": 89.00236, "loss": 0.32512, "time": 0.61563}
{"mode": "train", "epoch": 79, "iter": 99600, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.23019, "decode.acc_seg": 90.49308, "aux.loss_ce": 0.1176, "aux.acc_seg": 88.40743, "loss": 0.3478, "time": 0.63145}
{"mode": "train", "epoch": 79, "iter": 99650, "lr": 2e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.21779, "decode.acc_seg": 90.77569, "aux.loss_ce": 0.11126, "aux.acc_seg": 88.85123, "loss": 0.32905, "time": 0.63139}
{"mode": "train", "epoch": 79, "iter": 99700, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.2262, "decode.acc_seg": 90.52048, "aux.loss_ce": 0.11555, "aux.acc_seg": 88.51117, "loss": 0.34175, "time": 0.64622}
{"mode": "train", "epoch": 79, "iter": 99750, "lr": 2e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.21755, "decode.acc_seg": 90.9678, "aux.loss_ce": 0.11262, "aux.acc_seg": 88.95576, "loss": 0.33017, "time": 0.61543}
{"mode": "train", "epoch": 80, "iter": 99800, "lr": 2e-05, "memory": 43699, "data_time": 0.05228, "decode.loss_ce": 0.21657, "decode.acc_seg": 90.90716, "aux.loss_ce": 0.11268, "aux.acc_seg": 88.68839, "loss": 0.32925, "time": 0.67316}
{"mode": "train", "epoch": 80, "iter": 99850, "lr": 2e-05, "memory": 43699, "data_time": 0.01499, "decode.loss_ce": 0.21821, "decode.acc_seg": 90.93515, "aux.loss_ce": 0.11233, "aux.acc_seg": 88.93106, "loss": 0.33054, "time": 0.64047}
{"mode": "train", "epoch": 80, "iter": 99900, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.21722, "decode.acc_seg": 91.20748, "aux.loss_ce": 0.11134, "aux.acc_seg": 89.28266, "loss": 0.32856, "time": 0.64577}
{"mode": "train", "epoch": 80, "iter": 99950, "lr": 2e-05, "memory": 43699, "data_time": 0.00779, "decode.loss_ce": 0.22338, "decode.acc_seg": 90.67171, "aux.loss_ce": 0.1131, "aux.acc_seg": 88.68771, "loss": 0.33648, "time": 0.61606}
{"mode": "train", "epoch": 80, "iter": 100000, "lr": 2e-05, "memory": 43699, "data_time": 0.00833, "decode.loss_ce": 0.2282, "decode.acc_seg": 90.68801, "aux.loss_ce": 0.11749, "aux.acc_seg": 88.54918, "loss": 0.34569, "time": 0.64114}
{"mode": "train", "epoch": 80, "iter": 100050, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.21379, "decode.acc_seg": 90.86661, "aux.loss_ce": 0.10965, "aux.acc_seg": 89.15452, "loss": 0.32344, "time": 0.62279}
{"mode": "train", "epoch": 80, "iter": 100100, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.2082, "decode.acc_seg": 91.36268, "aux.loss_ce": 0.10625, "aux.acc_seg": 89.50541, "loss": 0.31445, "time": 0.63981}
{"mode": "train", "epoch": 80, "iter": 100150, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21804, "decode.acc_seg": 90.85406, "aux.loss_ce": 0.11236, "aux.acc_seg": 88.74306, "loss": 0.3304, "time": 0.61592}
{"mode": "train", "epoch": 80, "iter": 100200, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.21767, "decode.acc_seg": 90.95842, "aux.loss_ce": 0.11033, "aux.acc_seg": 89.12534, "loss": 0.328, "time": 0.6393}
{"mode": "train", "epoch": 80, "iter": 100250, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.22507, "decode.acc_seg": 90.64001, "aux.loss_ce": 0.11506, "aux.acc_seg": 88.61762, "loss": 0.34013, "time": 0.63135}
{"mode": "train", "epoch": 80, "iter": 100300, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.2246, "decode.acc_seg": 90.88147, "aux.loss_ce": 0.11494, "aux.acc_seg": 88.86899, "loss": 0.33954, "time": 0.63331}
{"mode": "train", "epoch": 80, "iter": 100350, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.21961, "decode.acc_seg": 90.8385, "aux.loss_ce": 0.11181, "aux.acc_seg": 88.62129, "loss": 0.33142, "time": 0.61749}
{"mode": "train", "epoch": 80, "iter": 100400, "lr": 2e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.21616, "decode.acc_seg": 90.98094, "aux.loss_ce": 0.11107, "aux.acc_seg": 88.76286, "loss": 0.32723, "time": 0.64022}
{"mode": "train", "epoch": 80, "iter": 100450, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.21175, "decode.acc_seg": 91.16236, "aux.loss_ce": 0.11197, "aux.acc_seg": 88.92236, "loss": 0.32371, "time": 0.64393}
{"mode": "train", "epoch": 80, "iter": 100500, "lr": 2e-05, "memory": 43699, "data_time": 0.00796, "decode.loss_ce": 0.21048, "decode.acc_seg": 90.78174, "aux.loss_ce": 0.1076, "aux.acc_seg": 88.86028, "loss": 0.31808, "time": 0.62451}
{"mode": "train", "epoch": 80, "iter": 100550, "lr": 2e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.21828, "decode.acc_seg": 90.77843, "aux.loss_ce": 0.11242, "aux.acc_seg": 88.62033, "loss": 0.33069, "time": 0.61555}
{"mode": "train", "epoch": 80, "iter": 100600, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.21804, "decode.acc_seg": 90.82561, "aux.loss_ce": 0.10999, "aux.acc_seg": 89.01419, "loss": 0.32803, "time": 0.64076}
{"mode": "train", "epoch": 80, "iter": 100650, "lr": 2e-05, "memory": 43699, "data_time": 0.01504, "decode.loss_ce": 0.21186, "decode.acc_seg": 91.17976, "aux.loss_ce": 0.1106, "aux.acc_seg": 88.82332, "loss": 0.32246, "time": 0.64412}
{"mode": "train", "epoch": 80, "iter": 100700, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.21462, "decode.acc_seg": 90.90405, "aux.loss_ce": 0.1103, "aux.acc_seg": 88.8711, "loss": 0.32493, "time": 0.62382}
{"mode": "train", "epoch": 80, "iter": 100750, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.21382, "decode.acc_seg": 91.10116, "aux.loss_ce": 0.10823, "aux.acc_seg": 89.24949, "loss": 0.32205, "time": 0.61566}
{"mode": "train", "epoch": 80, "iter": 100800, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.22008, "decode.acc_seg": 90.68183, "aux.loss_ce": 0.1143, "aux.acc_seg": 88.68989, "loss": 0.33439, "time": 0.64721}
{"mode": "train", "epoch": 80, "iter": 100850, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.22828, "decode.acc_seg": 90.51836, "aux.loss_ce": 0.11672, "aux.acc_seg": 88.43761, "loss": 0.34499, "time": 0.63198}
{"mode": "train", "epoch": 80, "iter": 100900, "lr": 2e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.22493, "decode.acc_seg": 90.40331, "aux.loss_ce": 0.11403, "aux.acc_seg": 88.41406, "loss": 0.33896, "time": 0.6223}
{"mode": "train", "epoch": 80, "iter": 100950, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.21876, "decode.acc_seg": 90.8996, "aux.loss_ce": 0.11299, "aux.acc_seg": 88.83227, "loss": 0.33174, "time": 0.61534}
{"mode": "train", "epoch": 80, "iter": 101000, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.21466, "decode.acc_seg": 91.07964, "aux.loss_ce": 0.11206, "aux.acc_seg": 88.88282, "loss": 0.32672, "time": 0.64772}
{"mode": "train", "epoch": 81, "iter": 101050, "lr": 2e-05, "memory": 43699, "data_time": 0.05428, "decode.loss_ce": 0.21282, "decode.acc_seg": 91.09581, "aux.loss_ce": 0.10873, "aux.acc_seg": 89.18421, "loss": 0.32154, "time": 0.68593}
{"mode": "train", "epoch": 81, "iter": 101100, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.20347, "decode.acc_seg": 91.39412, "aux.loss_ce": 0.10446, "aux.acc_seg": 89.4804, "loss": 0.30793, "time": 0.62242}
{"mode": "train", "epoch": 81, "iter": 101150, "lr": 2e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.21951, "decode.acc_seg": 90.95386, "aux.loss_ce": 0.113, "aux.acc_seg": 88.84537, "loss": 0.33251, "time": 0.61513}
{"mode": "train", "epoch": 81, "iter": 101200, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.23061, "decode.acc_seg": 90.5016, "aux.loss_ce": 0.11835, "aux.acc_seg": 88.46896, "loss": 0.34896, "time": 0.64625}
{"mode": "train", "epoch": 81, "iter": 101250, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.21549, "decode.acc_seg": 91.0511, "aux.loss_ce": 0.10973, "aux.acc_seg": 88.90993, "loss": 0.32522, "time": 0.6229}
{"mode": "train", "epoch": 81, "iter": 101300, "lr": 2e-05, "memory": 43699, "data_time": 0.01495, "decode.loss_ce": 0.22553, "decode.acc_seg": 90.52729, "aux.loss_ce": 0.11435, "aux.acc_seg": 88.60163, "loss": 0.33988, "time": 0.62238}
{"mode": "train", "epoch": 81, "iter": 101350, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.22195, "decode.acc_seg": 90.82328, "aux.loss_ce": 0.11369, "aux.acc_seg": 88.72855, "loss": 0.33564, "time": 0.62201}
{"mode": "train", "epoch": 81, "iter": 101400, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.22655, "decode.acc_seg": 90.43548, "aux.loss_ce": 0.1191, "aux.acc_seg": 87.96475, "loss": 0.34565, "time": 0.63962}
{"mode": "train", "epoch": 81, "iter": 101450, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.2126, "decode.acc_seg": 91.05466, "aux.loss_ce": 0.10904, "aux.acc_seg": 88.89743, "loss": 0.32164, "time": 0.63278}
{"mode": "train", "epoch": 81, "iter": 101500, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.21803, "decode.acc_seg": 90.93089, "aux.loss_ce": 0.11129, "aux.acc_seg": 88.97253, "loss": 0.32932, "time": 0.61455}
{"mode": "train", "epoch": 81, "iter": 101550, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.21133, "decode.acc_seg": 90.8887, "aux.loss_ce": 0.10817, "aux.acc_seg": 88.85227, "loss": 0.3195, "time": 0.62233}
{"mode": "train", "epoch": 81, "iter": 101600, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.22641, "decode.acc_seg": 90.97022, "aux.loss_ce": 0.11589, "aux.acc_seg": 88.91569, "loss": 0.3423, "time": 0.63811}
{"mode": "train", "epoch": 81, "iter": 101650, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.23384, "decode.acc_seg": 90.45046, "aux.loss_ce": 0.12263, "aux.acc_seg": 88.17451, "loss": 0.35646, "time": 0.63196}
{"mode": "train", "epoch": 81, "iter": 101700, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.21504, "decode.acc_seg": 91.15905, "aux.loss_ce": 0.11083, "aux.acc_seg": 89.18966, "loss": 0.32587, "time": 0.62372}
{"mode": "train", "epoch": 81, "iter": 101750, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.21874, "decode.acc_seg": 90.82483, "aux.loss_ce": 0.11131, "aux.acc_seg": 88.8192, "loss": 0.33006, "time": 0.62282}
{"mode": "train", "epoch": 81, "iter": 101800, "lr": 2e-05, "memory": 43699, "data_time": 0.01533, "decode.loss_ce": 0.21033, "decode.acc_seg": 90.82952, "aux.loss_ce": 0.10821, "aux.acc_seg": 88.75786, "loss": 0.31854, "time": 0.63869}
{"mode": "train", "epoch": 81, "iter": 101850, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.22198, "decode.acc_seg": 90.72441, "aux.loss_ce": 0.11546, "aux.acc_seg": 88.84165, "loss": 0.33744, "time": 0.6318}
{"mode": "train", "epoch": 81, "iter": 101900, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.20778, "decode.acc_seg": 91.27297, "aux.loss_ce": 0.10781, "aux.acc_seg": 89.28283, "loss": 0.31559, "time": 0.61455}
{"mode": "train", "epoch": 81, "iter": 101950, "lr": 2e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.20912, "decode.acc_seg": 91.08872, "aux.loss_ce": 0.10916, "aux.acc_seg": 88.94099, "loss": 0.31828, "time": 0.6391}
{"mode": "train", "epoch": 81, "iter": 102000, "lr": 2e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.21396, "decode.acc_seg": 90.76239, "aux.loss_ce": 0.11035, "aux.acc_seg": 88.98639, "loss": 0.32431, "time": 0.62257}
{"mode": "train", "epoch": 81, "iter": 102050, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.20943, "decode.acc_seg": 91.17667, "aux.loss_ce": 0.10778, "aux.acc_seg": 89.29709, "loss": 0.3172, "time": 0.64074}
{"mode": "train", "epoch": 81, "iter": 102100, "lr": 2e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.22356, "decode.acc_seg": 90.69939, "aux.loss_ce": 0.11585, "aux.acc_seg": 88.53224, "loss": 0.33941, "time": 0.61527}
{"mode": "train", "epoch": 81, "iter": 102150, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.21777, "decode.acc_seg": 90.9212, "aux.loss_ce": 0.11012, "aux.acc_seg": 88.97273, "loss": 0.32789, "time": 0.63849}
{"mode": "train", "epoch": 81, "iter": 102200, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.22466, "decode.acc_seg": 90.84325, "aux.loss_ce": 0.11695, "aux.acc_seg": 88.54066, "loss": 0.34161, "time": 0.6305}
{"mode": "train", "epoch": 81, "iter": 102250, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20807, "decode.acc_seg": 91.12793, "aux.loss_ce": 0.10723, "aux.acc_seg": 89.21047, "loss": 0.3153, "time": 0.62333}
{"mode": "train", "epoch": 81, "iter": 102300, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.2103, "decode.acc_seg": 91.03801, "aux.loss_ce": 0.11116, "aux.acc_seg": 88.72295, "loss": 0.32146, "time": 0.62402}
{"mode": "train", "epoch": 82, "iter": 102350, "lr": 2e-05, "memory": 43699, "data_time": 0.05675, "decode.loss_ce": 0.19767, "decode.acc_seg": 91.61987, "aux.loss_ce": 0.09952, "aux.acc_seg": 89.98564, "loss": 0.29719, "time": 0.68985}
{"mode": "train", "epoch": 82, "iter": 102400, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.19897, "decode.acc_seg": 91.37212, "aux.loss_ce": 0.10472, "aux.acc_seg": 89.30883, "loss": 0.30369, "time": 0.63314}
{"mode": "train", "epoch": 82, "iter": 102450, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.20796, "decode.acc_seg": 91.24735, "aux.loss_ce": 0.10704, "aux.acc_seg": 89.25279, "loss": 0.315, "time": 0.6243}
{"mode": "train", "epoch": 82, "iter": 102500, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.22013, "decode.acc_seg": 90.86523, "aux.loss_ce": 0.11416, "aux.acc_seg": 88.60317, "loss": 0.33429, "time": 0.62742}
{"mode": "train", "epoch": 82, "iter": 102550, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.21432, "decode.acc_seg": 91.05097, "aux.loss_ce": 0.1118, "aux.acc_seg": 88.93049, "loss": 0.32612, "time": 0.63946}
{"mode": "train", "epoch": 82, "iter": 102600, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.20959, "decode.acc_seg": 90.98399, "aux.loss_ce": 0.1113, "aux.acc_seg": 88.74781, "loss": 0.32089, "time": 0.633}
{"mode": "train", "epoch": 82, "iter": 102650, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.22193, "decode.acc_seg": 90.72807, "aux.loss_ce": 0.11214, "aux.acc_seg": 88.8473, "loss": 0.33407, "time": 0.62732}
{"mode": "train", "epoch": 82, "iter": 102700, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.21159, "decode.acc_seg": 91.17524, "aux.loss_ce": 0.10874, "aux.acc_seg": 89.06861, "loss": 0.32034, "time": 0.62491}
{"mode": "train", "epoch": 82, "iter": 102750, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.20832, "decode.acc_seg": 91.14714, "aux.loss_ce": 0.10766, "aux.acc_seg": 89.18865, "loss": 0.31598, "time": 0.63951}
{"mode": "train", "epoch": 82, "iter": 102800, "lr": 2e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.21999, "decode.acc_seg": 90.82161, "aux.loss_ce": 0.1112, "aux.acc_seg": 88.84112, "loss": 0.3312, "time": 0.63181}
{"mode": "train", "epoch": 82, "iter": 102850, "lr": 2e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.21074, "decode.acc_seg": 91.28956, "aux.loss_ce": 0.10922, "aux.acc_seg": 89.34402, "loss": 0.31996, "time": 0.63316}
{"mode": "train", "epoch": 82, "iter": 102900, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.23568, "decode.acc_seg": 90.54316, "aux.loss_ce": 0.12033, "aux.acc_seg": 88.39846, "loss": 0.35601, "time": 0.61512}
{"mode": "train", "epoch": 82, "iter": 102950, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.21336, "decode.acc_seg": 90.96699, "aux.loss_ce": 0.11026, "aux.acc_seg": 88.85128, "loss": 0.32362, "time": 0.63993}
{"mode": "train", "epoch": 82, "iter": 103000, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.21645, "decode.acc_seg": 91.12626, "aux.loss_ce": 0.1115, "aux.acc_seg": 89.09248, "loss": 0.32796, "time": 0.63221}
{"mode": "train", "epoch": 82, "iter": 103050, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.22639, "decode.acc_seg": 90.68976, "aux.loss_ce": 0.11478, "aux.acc_seg": 88.73852, "loss": 0.34117, "time": 0.63411}
{"mode": "train", "epoch": 82, "iter": 103100, "lr": 2e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.22559, "decode.acc_seg": 90.46597, "aux.loss_ce": 0.11682, "aux.acc_seg": 88.10085, "loss": 0.3424, "time": 0.61501}
{"mode": "train", "epoch": 82, "iter": 103150, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.21729, "decode.acc_seg": 90.69001, "aux.loss_ce": 0.11192, "aux.acc_seg": 88.77056, "loss": 0.32921, "time": 0.63877}
{"mode": "train", "epoch": 82, "iter": 103200, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.2358, "decode.acc_seg": 90.48451, "aux.loss_ce": 0.12028, "aux.acc_seg": 88.37202, "loss": 0.35608, "time": 0.63284}
{"mode": "train", "epoch": 82, "iter": 103250, "lr": 2e-05, "memory": 43699, "data_time": 0.01532, "decode.loss_ce": 0.21535, "decode.acc_seg": 90.86691, "aux.loss_ce": 0.1109, "aux.acc_seg": 88.7907, "loss": 0.32625, "time": 0.63252}
{"mode": "train", "epoch": 82, "iter": 103300, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.22684, "decode.acc_seg": 90.57214, "aux.loss_ce": 0.11381, "aux.acc_seg": 88.6975, "loss": 0.34066, "time": 0.62403}
{"mode": "train", "epoch": 82, "iter": 103350, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21931, "decode.acc_seg": 90.86957, "aux.loss_ce": 0.11239, "aux.acc_seg": 88.8427, "loss": 0.3317, "time": 0.63279}
{"mode": "train", "epoch": 82, "iter": 103400, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.20124, "decode.acc_seg": 91.55822, "aux.loss_ce": 0.10509, "aux.acc_seg": 89.40326, "loss": 0.30633, "time": 0.64842}
{"mode": "train", "epoch": 82, "iter": 103450, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.21442, "decode.acc_seg": 91.16385, "aux.loss_ce": 0.11097, "aux.acc_seg": 89.08668, "loss": 0.3254, "time": 0.62483}
{"mode": "train", "epoch": 82, "iter": 103500, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.21496, "decode.acc_seg": 90.71019, "aux.loss_ce": 0.10816, "aux.acc_seg": 88.82405, "loss": 0.32312, "time": 0.62282}
{"mode": "train", "epoch": 82, "iter": 103550, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.20499, "decode.acc_seg": 91.26503, "aux.loss_ce": 0.10655, "aux.acc_seg": 89.1116, "loss": 0.31154, "time": 0.63173}
{"mode": "train", "epoch": 83, "iter": 103600, "lr": 2e-05, "memory": 43699, "data_time": 0.05494, "decode.loss_ce": 0.22023, "decode.acc_seg": 90.89491, "aux.loss_ce": 0.11177, "aux.acc_seg": 89.09717, "loss": 0.332, "time": 0.6894}
{"mode": "train", "epoch": 83, "iter": 103650, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.2232, "decode.acc_seg": 90.92576, "aux.loss_ce": 0.11591, "aux.acc_seg": 88.78852, "loss": 0.33911, "time": 0.6244}
{"mode": "train", "epoch": 83, "iter": 103700, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.21552, "decode.acc_seg": 90.86539, "aux.loss_ce": 0.11247, "aux.acc_seg": 88.73886, "loss": 0.32799, "time": 0.62361}
{"mode": "train", "epoch": 83, "iter": 103750, "lr": 2e-05, "memory": 43699, "data_time": 0.01488, "decode.loss_ce": 0.20732, "decode.acc_seg": 91.45279, "aux.loss_ce": 0.11016, "aux.acc_seg": 89.18695, "loss": 0.31749, "time": 0.63278}
{"mode": "train", "epoch": 83, "iter": 103800, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.20571, "decode.acc_seg": 91.40513, "aux.loss_ce": 0.10468, "aux.acc_seg": 89.5595, "loss": 0.31039, "time": 0.63177}
{"mode": "train", "epoch": 83, "iter": 103850, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20961, "decode.acc_seg": 91.23748, "aux.loss_ce": 0.10902, "aux.acc_seg": 89.21879, "loss": 0.31863, "time": 0.62346}
{"mode": "train", "epoch": 83, "iter": 103900, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.22218, "decode.acc_seg": 90.96362, "aux.loss_ce": 0.11648, "aux.acc_seg": 88.85257, "loss": 0.33866, "time": 0.6396}
{"mode": "train", "epoch": 83, "iter": 103950, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.20877, "decode.acc_seg": 91.2922, "aux.loss_ce": 0.1072, "aux.acc_seg": 89.30592, "loss": 0.31597, "time": 0.61502}
{"mode": "train", "epoch": 83, "iter": 104000, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.22278, "decode.acc_seg": 90.58292, "aux.loss_ce": 0.11479, "aux.acc_seg": 88.52385, "loss": 0.33758, "time": 0.63112}
{"mode": "train", "epoch": 83, "iter": 104050, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.21548, "decode.acc_seg": 90.99831, "aux.loss_ce": 0.11169, "aux.acc_seg": 88.81284, "loss": 0.32718, "time": 0.62431}
{"mode": "train", "epoch": 83, "iter": 104100, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.20707, "decode.acc_seg": 91.15105, "aux.loss_ce": 0.10764, "aux.acc_seg": 89.12107, "loss": 0.31472, "time": 0.6389}
{"mode": "train", "epoch": 83, "iter": 104150, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.20811, "decode.acc_seg": 91.25482, "aux.loss_ce": 0.10961, "aux.acc_seg": 89.15953, "loss": 0.31772, "time": 0.6145}
{"mode": "train", "epoch": 83, "iter": 104200, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.21294, "decode.acc_seg": 91.11278, "aux.loss_ce": 0.10828, "aux.acc_seg": 89.1872, "loss": 0.32122, "time": 0.63913}
{"mode": "train", "epoch": 83, "iter": 104250, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.21406, "decode.acc_seg": 90.91522, "aux.loss_ce": 0.10766, "aux.acc_seg": 89.14376, "loss": 0.32172, "time": 0.62439}
{"mode": "train", "epoch": 83, "iter": 104300, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.22357, "decode.acc_seg": 90.91166, "aux.loss_ce": 0.11502, "aux.acc_seg": 88.80337, "loss": 0.33859, "time": 0.64026}
{"mode": "train", "epoch": 83, "iter": 104350, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.22598, "decode.acc_seg": 90.66033, "aux.loss_ce": 0.1164, "aux.acc_seg": 88.70003, "loss": 0.34238, "time": 0.61459}
{"mode": "train", "epoch": 83, "iter": 104400, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21906, "decode.acc_seg": 90.8688, "aux.loss_ce": 0.11237, "aux.acc_seg": 88.97513, "loss": 0.33143, "time": 0.63166}
{"mode": "train", "epoch": 83, "iter": 104450, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.2113, "decode.acc_seg": 91.09922, "aux.loss_ce": 0.10783, "aux.acc_seg": 89.15136, "loss": 0.31913, "time": 0.62552}
{"mode": "train", "epoch": 83, "iter": 104500, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.19748, "decode.acc_seg": 91.68723, "aux.loss_ce": 0.10332, "aux.acc_seg": 89.54164, "loss": 0.3008, "time": 0.63819}
{"mode": "train", "epoch": 83, "iter": 104550, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.22201, "decode.acc_seg": 90.76387, "aux.loss_ce": 0.11162, "aux.acc_seg": 88.66048, "loss": 0.33363, "time": 0.62367}
{"mode": "train", "epoch": 83, "iter": 104600, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19467, "decode.acc_seg": 91.76808, "aux.loss_ce": 0.10272, "aux.acc_seg": 89.66441, "loss": 0.29739, "time": 0.63309}
{"mode": "train", "epoch": 83, "iter": 104650, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.22061, "decode.acc_seg": 90.94366, "aux.loss_ce": 0.11452, "aux.acc_seg": 88.78971, "loss": 0.33513, "time": 0.62446}
{"mode": "train", "epoch": 83, "iter": 104700, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.21509, "decode.acc_seg": 91.21753, "aux.loss_ce": 0.11176, "aux.acc_seg": 89.24521, "loss": 0.32685, "time": 0.639}
{"mode": "train", "epoch": 83, "iter": 104750, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.2178, "decode.acc_seg": 91.15768, "aux.loss_ce": 0.11242, "aux.acc_seg": 89.14667, "loss": 0.33022, "time": 0.61382}
{"mode": "train", "epoch": 83, "iter": 104800, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.21821, "decode.acc_seg": 90.82683, "aux.loss_ce": 0.11394, "aux.acc_seg": 88.84808, "loss": 0.33215, "time": 0.6506}
{"mode": "train", "epoch": 84, "iter": 104850, "lr": 2e-05, "memory": 43699, "data_time": 0.05661, "decode.loss_ce": 0.21699, "decode.acc_seg": 90.81572, "aux.loss_ce": 0.11038, "aux.acc_seg": 88.68474, "loss": 0.32737, "time": 0.66628}
{"mode": "train", "epoch": 84, "iter": 104900, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.20803, "decode.acc_seg": 91.54631, "aux.loss_ce": 0.10832, "aux.acc_seg": 89.39542, "loss": 0.31635, "time": 0.63927}
{"mode": "train", "epoch": 84, "iter": 104950, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.22121, "decode.acc_seg": 90.97479, "aux.loss_ce": 0.11164, "aux.acc_seg": 89.07625, "loss": 0.33285, "time": 0.61498}
{"mode": "train", "epoch": 84, "iter": 105000, "lr": 2e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.21218, "decode.acc_seg": 91.00168, "aux.loss_ce": 0.10743, "aux.acc_seg": 88.99115, "loss": 0.31961, "time": 0.65801}
{"mode": "train", "epoch": 84, "iter": 105050, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.21189, "decode.acc_seg": 91.19914, "aux.loss_ce": 0.11132, "aux.acc_seg": 89.10046, "loss": 0.32321, "time": 0.61488}
{"mode": "train", "epoch": 84, "iter": 105100, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.21278, "decode.acc_seg": 90.84769, "aux.loss_ce": 0.11017, "aux.acc_seg": 88.73794, "loss": 0.32295, "time": 0.63935}
{"mode": "train", "epoch": 84, "iter": 105150, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20863, "decode.acc_seg": 91.0934, "aux.loss_ce": 0.10703, "aux.acc_seg": 89.10631, "loss": 0.31566, "time": 0.61522}
{"mode": "train", "epoch": 84, "iter": 105200, "lr": 2e-05, "memory": 43699, "data_time": 0.01565, "decode.loss_ce": 0.2157, "decode.acc_seg": 90.93293, "aux.loss_ce": 0.10998, "aux.acc_seg": 88.95523, "loss": 0.32568, "time": 0.65138}
{"mode": "train", "epoch": 84, "iter": 105250, "lr": 2e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.20398, "decode.acc_seg": 91.25406, "aux.loss_ce": 0.1049, "aux.acc_seg": 89.30454, "loss": 0.30888, "time": 0.62314}
{"mode": "train", "epoch": 84, "iter": 105300, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.21842, "decode.acc_seg": 91.13336, "aux.loss_ce": 0.11199, "aux.acc_seg": 89.10112, "loss": 0.3304, "time": 0.63212}
{"mode": "train", "epoch": 84, "iter": 105350, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.2205, "decode.acc_seg": 90.89117, "aux.loss_ce": 0.11426, "aux.acc_seg": 88.69914, "loss": 0.33476, "time": 0.62407}
{"mode": "train", "epoch": 84, "iter": 105400, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.20638, "decode.acc_seg": 91.13473, "aux.loss_ce": 0.10582, "aux.acc_seg": 89.26353, "loss": 0.3122, "time": 0.6332}
{"mode": "train", "epoch": 84, "iter": 105450, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.21546, "decode.acc_seg": 91.05675, "aux.loss_ce": 0.11121, "aux.acc_seg": 89.02335, "loss": 0.32667, "time": 0.62234}
{"mode": "train", "epoch": 84, "iter": 105500, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.2195, "decode.acc_seg": 90.62946, "aux.loss_ce": 0.1134, "aux.acc_seg": 88.34011, "loss": 0.33289, "time": 0.63219}
{"mode": "train", "epoch": 84, "iter": 105550, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.21973, "decode.acc_seg": 90.75161, "aux.loss_ce": 0.11487, "aux.acc_seg": 88.36662, "loss": 0.3346, "time": 0.62372}
{"mode": "train", "epoch": 84, "iter": 105600, "lr": 2e-05, "memory": 43699, "data_time": 0.01511, "decode.loss_ce": 0.19478, "decode.acc_seg": 91.56834, "aux.loss_ce": 0.10279, "aux.acc_seg": 89.33763, "loss": 0.29757, "time": 0.63316}
{"mode": "train", "epoch": 84, "iter": 105650, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.20307, "decode.acc_seg": 91.14417, "aux.loss_ce": 0.10465, "aux.acc_seg": 89.2001, "loss": 0.30772, "time": 0.62245}
{"mode": "train", "epoch": 84, "iter": 105700, "lr": 2e-05, "memory": 43699, "data_time": 0.01508, "decode.loss_ce": 0.21167, "decode.acc_seg": 91.20879, "aux.loss_ce": 0.10947, "aux.acc_seg": 89.12353, "loss": 0.32114, "time": 0.63052}
{"mode": "train", "epoch": 84, "iter": 105750, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.21203, "decode.acc_seg": 90.75423, "aux.loss_ce": 0.1074, "aux.acc_seg": 88.87238, "loss": 0.31943, "time": 0.63116}
{"mode": "train", "epoch": 84, "iter": 105800, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.21283, "decode.acc_seg": 91.02771, "aux.loss_ce": 0.11063, "aux.acc_seg": 88.98724, "loss": 0.32346, "time": 0.62502}
{"mode": "train", "epoch": 84, "iter": 105850, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.21648, "decode.acc_seg": 91.25086, "aux.loss_ce": 0.11193, "aux.acc_seg": 89.13909, "loss": 0.32841, "time": 0.64783}
{"mode": "train", "epoch": 84, "iter": 105900, "lr": 2e-05, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.21243, "decode.acc_seg": 91.06002, "aux.loss_ce": 0.11055, "aux.acc_seg": 88.8512, "loss": 0.32298, "time": 0.61531}
{"mode": "train", "epoch": 84, "iter": 105950, "lr": 2e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.20997, "decode.acc_seg": 91.00245, "aux.loss_ce": 0.109, "aux.acc_seg": 88.8296, "loss": 0.31898, "time": 0.63023}
{"mode": "train", "epoch": 84, "iter": 106000, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.21417, "decode.acc_seg": 91.00168, "aux.loss_ce": 0.11083, "aux.acc_seg": 88.94123, "loss": 0.325, "time": 0.62501}
{"mode": "train", "epoch": 84, "iter": 106050, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.20395, "decode.acc_seg": 91.56139, "aux.loss_ce": 0.10609, "aux.acc_seg": 89.57168, "loss": 0.31004, "time": 0.63941}
{"mode": "train", "epoch": 85, "iter": 106100, "lr": 2e-05, "memory": 43699, "data_time": 0.05063, "decode.loss_ce": 0.22072, "decode.acc_seg": 90.86236, "aux.loss_ce": 0.11277, "aux.acc_seg": 88.80474, "loss": 0.33348, "time": 0.66483}
{"mode": "train", "epoch": 85, "iter": 106150, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19927, "decode.acc_seg": 91.56748, "aux.loss_ce": 0.10454, "aux.acc_seg": 89.49161, "loss": 0.30381, "time": 0.63051}
{"mode": "train", "epoch": 85, "iter": 106200, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.21804, "decode.acc_seg": 90.85399, "aux.loss_ce": 0.11219, "aux.acc_seg": 88.75136, "loss": 0.33023, "time": 0.63355}
{"mode": "train", "epoch": 85, "iter": 106250, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.19509, "decode.acc_seg": 91.44104, "aux.loss_ce": 0.09883, "aux.acc_seg": 89.84584, "loss": 0.29392, "time": 0.6387}
{"mode": "train", "epoch": 85, "iter": 106300, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.21439, "decode.acc_seg": 91.16331, "aux.loss_ce": 0.10891, "aux.acc_seg": 89.31207, "loss": 0.3233, "time": 0.61443}
{"mode": "train", "epoch": 85, "iter": 106350, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.21362, "decode.acc_seg": 91.02996, "aux.loss_ce": 0.10988, "aux.acc_seg": 89.0544, "loss": 0.3235, "time": 0.63071}
{"mode": "train", "epoch": 85, "iter": 106400, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.21182, "decode.acc_seg": 91.06392, "aux.loss_ce": 0.10869, "aux.acc_seg": 89.06962, "loss": 0.32051, "time": 0.62296}
{"mode": "train", "epoch": 85, "iter": 106450, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.20669, "decode.acc_seg": 91.2417, "aux.loss_ce": 0.10765, "aux.acc_seg": 89.19883, "loss": 0.31434, "time": 0.64793}
{"mode": "train", "epoch": 85, "iter": 106500, "lr": 2e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.2099, "decode.acc_seg": 91.17995, "aux.loss_ce": 0.10859, "aux.acc_seg": 89.03408, "loss": 0.31849, "time": 0.61522}
{"mode": "train", "epoch": 85, "iter": 106550, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.22256, "decode.acc_seg": 90.68094, "aux.loss_ce": 0.11336, "aux.acc_seg": 88.70767, "loss": 0.33591, "time": 0.64017}
{"mode": "train", "epoch": 85, "iter": 106600, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.19917, "decode.acc_seg": 91.57765, "aux.loss_ce": 0.10465, "aux.acc_seg": 89.47189, "loss": 0.30382, "time": 0.61517}
{"mode": "train", "epoch": 85, "iter": 106650, "lr": 2e-05, "memory": 43699, "data_time": 0.00861, "decode.loss_ce": 0.22644, "decode.acc_seg": 90.78163, "aux.loss_ce": 0.11656, "aux.acc_seg": 88.61678, "loss": 0.34299, "time": 0.65834}
{"mode": "train", "epoch": 85, "iter": 106700, "lr": 2e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.21102, "decode.acc_seg": 91.22254, "aux.loss_ce": 0.10904, "aux.acc_seg": 89.18654, "loss": 0.32007, "time": 0.6155}
{"mode": "train", "epoch": 85, "iter": 106750, "lr": 2e-05, "memory": 43699, "data_time": 0.00828, "decode.loss_ce": 0.20879, "decode.acc_seg": 91.36628, "aux.loss_ce": 0.10751, "aux.acc_seg": 89.25444, "loss": 0.3163, "time": 0.63972}
{"mode": "train", "epoch": 85, "iter": 106800, "lr": 2e-05, "memory": 43699, "data_time": 0.00818, "decode.loss_ce": 0.21207, "decode.acc_seg": 91.06097, "aux.loss_ce": 0.10945, "aux.acc_seg": 89.04317, "loss": 0.32152, "time": 0.61688}
{"mode": "train", "epoch": 85, "iter": 106850, "lr": 2e-05, "memory": 43699, "data_time": 0.00789, "decode.loss_ce": 0.21211, "decode.acc_seg": 91.2444, "aux.loss_ce": 0.10828, "aux.acc_seg": 89.19055, "loss": 0.32039, "time": 0.65027}
{"mode": "train", "epoch": 85, "iter": 106900, "lr": 2e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.21011, "decode.acc_seg": 91.03439, "aux.loss_ce": 0.10986, "aux.acc_seg": 88.86768, "loss": 0.31997, "time": 0.61681}
{"mode": "train", "epoch": 85, "iter": 106950, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.20764, "decode.acc_seg": 91.28651, "aux.loss_ce": 0.10872, "aux.acc_seg": 89.15117, "loss": 0.31636, "time": 0.63378}
{"mode": "train", "epoch": 85, "iter": 107000, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.21978, "decode.acc_seg": 90.64218, "aux.loss_ce": 0.11288, "aux.acc_seg": 88.62756, "loss": 0.33265, "time": 0.61682}
{"mode": "train", "epoch": 85, "iter": 107050, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20538, "decode.acc_seg": 91.34485, "aux.loss_ce": 0.10818, "aux.acc_seg": 89.13842, "loss": 0.31355, "time": 0.64038}
{"mode": "train", "epoch": 85, "iter": 107100, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.20904, "decode.acc_seg": 91.12154, "aux.loss_ce": 0.11041, "aux.acc_seg": 88.89186, "loss": 0.31946, "time": 0.61392}
{"mode": "train", "epoch": 85, "iter": 107150, "lr": 2e-05, "memory": 43699, "data_time": 0.01535, "decode.loss_ce": 0.21351, "decode.acc_seg": 91.07764, "aux.loss_ce": 0.1095, "aux.acc_seg": 88.95612, "loss": 0.323, "time": 0.63226}
{"mode": "train", "epoch": 85, "iter": 107200, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.20061, "decode.acc_seg": 91.54229, "aux.loss_ce": 0.1059, "aux.acc_seg": 89.42856, "loss": 0.30651, "time": 0.63269}
{"mode": "train", "epoch": 85, "iter": 107250, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.21201, "decode.acc_seg": 91.1243, "aux.loss_ce": 0.109, "aux.acc_seg": 89.08803, "loss": 0.32101, "time": 0.63359}
{"mode": "train", "epoch": 85, "iter": 107300, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.21412, "decode.acc_seg": 91.0531, "aux.loss_ce": 0.10927, "aux.acc_seg": 89.0697, "loss": 0.32339, "time": 0.62225}
{"mode": "train", "epoch": 85, "iter": 107350, "lr": 2e-05, "memory": 43699, "data_time": 0.00806, "decode.loss_ce": 0.20855, "decode.acc_seg": 91.13016, "aux.loss_ce": 0.1072, "aux.acc_seg": 89.15299, "loss": 0.31575, "time": 0.62461}
{"mode": "train", "epoch": 86, "iter": 107400, "lr": 2e-05, "memory": 43699, "data_time": 0.05662, "decode.loss_ce": 0.21829, "decode.acc_seg": 90.91669, "aux.loss_ce": 0.11185, "aux.acc_seg": 88.86688, "loss": 0.33014, "time": 0.68313}
{"mode": "train", "epoch": 86, "iter": 107450, "lr": 2e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.20765, "decode.acc_seg": 91.10123, "aux.loss_ce": 0.10581, "aux.acc_seg": 89.26135, "loss": 0.31346, "time": 0.63042}
{"mode": "train", "epoch": 86, "iter": 107500, "lr": 2e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.19863, "decode.acc_seg": 91.54845, "aux.loss_ce": 0.10345, "aux.acc_seg": 89.63449, "loss": 0.30208, "time": 0.62514}
{"mode": "train", "epoch": 86, "iter": 107550, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.21474, "decode.acc_seg": 91.07414, "aux.loss_ce": 0.11208, "aux.acc_seg": 88.88828, "loss": 0.32682, "time": 0.63047}
{"mode": "train", "epoch": 86, "iter": 107600, "lr": 2e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.21468, "decode.acc_seg": 91.05293, "aux.loss_ce": 0.11064, "aux.acc_seg": 88.93615, "loss": 0.32532, "time": 0.63141}
{"mode": "train", "epoch": 86, "iter": 107650, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.20618, "decode.acc_seg": 91.38998, "aux.loss_ce": 0.10735, "aux.acc_seg": 89.43407, "loss": 0.31352, "time": 0.62726}
{"mode": "train", "epoch": 86, "iter": 107700, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.2118, "decode.acc_seg": 90.9574, "aux.loss_ce": 0.10802, "aux.acc_seg": 89.0375, "loss": 0.31981, "time": 0.6225}
{"mode": "train", "epoch": 86, "iter": 107750, "lr": 2e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.21339, "decode.acc_seg": 90.8955, "aux.loss_ce": 0.10985, "aux.acc_seg": 88.90396, "loss": 0.32324, "time": 0.63217}
{"mode": "train", "epoch": 86, "iter": 107800, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.20367, "decode.acc_seg": 91.52014, "aux.loss_ce": 0.10699, "aux.acc_seg": 89.24205, "loss": 0.31066, "time": 0.64661}
{"mode": "train", "epoch": 86, "iter": 107850, "lr": 2e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.21125, "decode.acc_seg": 91.00537, "aux.loss_ce": 0.10786, "aux.acc_seg": 89.26357, "loss": 0.31911, "time": 0.61443}
{"mode": "train", "epoch": 86, "iter": 107900, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.21628, "decode.acc_seg": 90.89642, "aux.loss_ce": 0.11087, "aux.acc_seg": 89.04997, "loss": 0.32714, "time": 0.62284}
{"mode": "train", "epoch": 86, "iter": 107950, "lr": 2e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.21643, "decode.acc_seg": 90.67632, "aux.loss_ce": 0.11277, "aux.acc_seg": 88.55428, "loss": 0.3292, "time": 0.62778}
{"mode": "train", "epoch": 86, "iter": 108000, "lr": 2e-05, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.19555, "decode.acc_seg": 91.69109, "aux.loss_ce": 0.10084, "aux.acc_seg": 89.68397, "loss": 0.29639, "time": 0.63929}
{"mode": "train", "epoch": 86, "iter": 108050, "lr": 2e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.20593, "decode.acc_seg": 91.2173, "aux.loss_ce": 0.10887, "aux.acc_seg": 88.91409, "loss": 0.31479, "time": 0.61505}
{"mode": "train", "epoch": 86, "iter": 108100, "lr": 2e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.20785, "decode.acc_seg": 91.5304, "aux.loss_ce": 0.1072, "aux.acc_seg": 89.4468, "loss": 0.31505, "time": 0.63818}
{"mode": "train", "epoch": 86, "iter": 108150, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.21603, "decode.acc_seg": 90.95793, "aux.loss_ce": 0.11185, "aux.acc_seg": 89.03455, "loss": 0.32788, "time": 0.62412}
{"mode": "train", "epoch": 86, "iter": 108200, "lr": 2e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.21036, "decode.acc_seg": 91.25243, "aux.loss_ce": 0.10782, "aux.acc_seg": 89.32796, "loss": 0.31818, "time": 0.63981}
{"mode": "train", "epoch": 86, "iter": 108250, "lr": 2e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.21812, "decode.acc_seg": 91.15123, "aux.loss_ce": 0.11183, "aux.acc_seg": 89.0829, "loss": 0.32995, "time": 0.63184}
{"mode": "train", "epoch": 86, "iter": 108300, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.20608, "decode.acc_seg": 91.44092, "aux.loss_ce": 0.10774, "aux.acc_seg": 89.31899, "loss": 0.31383, "time": 0.62378}
{"mode": "train", "epoch": 86, "iter": 108350, "lr": 2e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.20828, "decode.acc_seg": 91.28024, "aux.loss_ce": 0.10766, "aux.acc_seg": 89.23745, "loss": 0.31593, "time": 0.63096}
{"mode": "train", "epoch": 86, "iter": 108400, "lr": 2e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.20821, "decode.acc_seg": 91.07871, "aux.loss_ce": 0.10913, "aux.acc_seg": 89.02627, "loss": 0.31734, "time": 0.64067}
{"mode": "train", "epoch": 86, "iter": 108450, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.21062, "decode.acc_seg": 91.12676, "aux.loss_ce": 0.11019, "aux.acc_seg": 88.94085, "loss": 0.32081, "time": 0.62389}
{"mode": "train", "epoch": 86, "iter": 108500, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.20091, "decode.acc_seg": 91.7096, "aux.loss_ce": 0.10482, "aux.acc_seg": 89.74017, "loss": 0.30573, "time": 0.63297}
{"mode": "train", "epoch": 86, "iter": 108550, "lr": 2e-05, "memory": 43699, "data_time": 0.00826, "decode.loss_ce": 0.21348, "decode.acc_seg": 91.03926, "aux.loss_ce": 0.11138, "aux.acc_seg": 88.86759, "loss": 0.32486, "time": 0.62542}
{"mode": "train", "epoch": 86, "iter": 108600, "lr": 2e-05, "memory": 43699, "data_time": 0.00847, "decode.loss_ce": 0.21218, "decode.acc_seg": 91.07262, "aux.loss_ce": 0.10907, "aux.acc_seg": 89.04805, "loss": 0.32125, "time": 0.6539}
{"mode": "train", "epoch": 87, "iter": 108650, "lr": 2e-05, "memory": 43699, "data_time": 0.05656, "decode.loss_ce": 0.21503, "decode.acc_seg": 91.21451, "aux.loss_ce": 0.10744, "aux.acc_seg": 89.46938, "loss": 0.32248, "time": 0.67836}
{"mode": "train", "epoch": 87, "iter": 108700, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.20254, "decode.acc_seg": 91.55504, "aux.loss_ce": 0.10466, "aux.acc_seg": 89.70166, "loss": 0.3072, "time": 0.63258}
{"mode": "train", "epoch": 87, "iter": 108750, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.22039, "decode.acc_seg": 90.86001, "aux.loss_ce": 0.11395, "aux.acc_seg": 88.68782, "loss": 0.33434, "time": 0.62402}
{"mode": "train", "epoch": 87, "iter": 108800, "lr": 2e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.20308, "decode.acc_seg": 91.24412, "aux.loss_ce": 0.10561, "aux.acc_seg": 89.20616, "loss": 0.30869, "time": 0.64038}
{"mode": "train", "epoch": 87, "iter": 108850, "lr": 2e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.20591, "decode.acc_seg": 91.37855, "aux.loss_ce": 0.10836, "aux.acc_seg": 89.1862, "loss": 0.31427, "time": 0.63154}
{"mode": "train", "epoch": 87, "iter": 108900, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.20559, "decode.acc_seg": 91.4117, "aux.loss_ce": 0.1067, "aux.acc_seg": 89.39787, "loss": 0.31229, "time": 0.63196}
{"mode": "train", "epoch": 87, "iter": 108950, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.20868, "decode.acc_seg": 91.40664, "aux.loss_ce": 0.10768, "aux.acc_seg": 89.25769, "loss": 0.31636, "time": 0.62187}
{"mode": "train", "epoch": 87, "iter": 109000, "lr": 2e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.20594, "decode.acc_seg": 91.38251, "aux.loss_ce": 0.10648, "aux.acc_seg": 89.3435, "loss": 0.31242, "time": 0.63968}
{"mode": "train", "epoch": 87, "iter": 109050, "lr": 2e-05, "memory": 43699, "data_time": 0.00688, "decode.loss_ce": 0.21538, "decode.acc_seg": 90.81289, "aux.loss_ce": 0.11041, "aux.acc_seg": 88.65738, "loss": 0.32578, "time": 0.63258}
{"mode": "train", "epoch": 87, "iter": 109100, "lr": 2e-05, "memory": 43699, "data_time": 0.01489, "decode.loss_ce": 0.20961, "decode.acc_seg": 91.21156, "aux.loss_ce": 0.10756, "aux.acc_seg": 89.24127, "loss": 0.31717, "time": 0.6313}
{"mode": "train", "epoch": 87, "iter": 109150, "lr": 2e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.20918, "decode.acc_seg": 91.13084, "aux.loss_ce": 0.11159, "aux.acc_seg": 88.75351, "loss": 0.32077, "time": 0.63009}
{"mode": "train", "epoch": 87, "iter": 109200, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19788, "decode.acc_seg": 91.6787, "aux.loss_ce": 0.10275, "aux.acc_seg": 89.71672, "loss": 0.30063, "time": 0.63283}
{"mode": "train", "epoch": 87, "iter": 109250, "lr": 2e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.2039, "decode.acc_seg": 91.51442, "aux.loss_ce": 0.10775, "aux.acc_seg": 89.33706, "loss": 0.31165, "time": 0.64151}
{"mode": "train", "epoch": 87, "iter": 109300, "lr": 2e-05, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.22069, "decode.acc_seg": 90.53365, "aux.loss_ce": 0.11439, "aux.acc_seg": 88.38602, "loss": 0.33507, "time": 0.62403}
{"mode": "train", "epoch": 87, "iter": 109350, "lr": 2e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.21809, "decode.acc_seg": 91.07303, "aux.loss_ce": 0.11175, "aux.acc_seg": 89.00694, "loss": 0.32984, "time": 0.63961}
{"mode": "train", "epoch": 87, "iter": 109400, "lr": 2e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.21466, "decode.acc_seg": 90.96742, "aux.loss_ce": 0.10952, "aux.acc_seg": 89.08069, "loss": 0.32418, "time": 0.62294}
{"mode": "train", "epoch": 87, "iter": 109450, "lr": 2e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.2099, "decode.acc_seg": 91.22099, "aux.loss_ce": 0.1081, "aux.acc_seg": 89.18813, "loss": 0.318, "time": 0.63962}
{"mode": "train", "epoch": 87, "iter": 109500, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.21558, "decode.acc_seg": 91.19312, "aux.loss_ce": 0.11265, "aux.acc_seg": 89.12313, "loss": 0.32824, "time": 0.62779}
{"mode": "train", "epoch": 87, "iter": 109550, "lr": 2e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.20777, "decode.acc_seg": 91.41643, "aux.loss_ce": 0.10572, "aux.acc_seg": 89.58959, "loss": 0.31349, "time": 0.63234}
{"mode": "train", "epoch": 87, "iter": 109600, "lr": 2e-05, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.20681, "decode.acc_seg": 91.51761, "aux.loss_ce": 0.10891, "aux.acc_seg": 89.29266, "loss": 0.31572, "time": 0.62256}
{"mode": "train", "epoch": 87, "iter": 109650, "lr": 2e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.21653, "decode.acc_seg": 90.94725, "aux.loss_ce": 0.11028, "aux.acc_seg": 89.06872, "loss": 0.32681, "time": 0.63924}
{"mode": "train", "epoch": 87, "iter": 109700, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.20101, "decode.acc_seg": 91.20629, "aux.loss_ce": 0.10618, "aux.acc_seg": 88.81314, "loss": 0.30719, "time": 0.63078}
{"mode": "train", "epoch": 87, "iter": 109750, "lr": 2e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.1988, "decode.acc_seg": 91.54458, "aux.loss_ce": 0.10426, "aux.acc_seg": 89.57276, "loss": 0.30305, "time": 0.623}
{"mode": "train", "epoch": 87, "iter": 109800, "lr": 2e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.20977, "decode.acc_seg": 91.40413, "aux.loss_ce": 0.10792, "aux.acc_seg": 89.46262, "loss": 0.31769, "time": 0.62302}
{"mode": "train", "epoch": 87, "iter": 109850, "lr": 2e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.20968, "decode.acc_seg": 91.39522, "aux.loss_ce": 0.10829, "aux.acc_seg": 89.3751, "loss": 0.31797, "time": 0.63998}
{"mode": "train", "epoch": 88, "iter": 109900, "lr": 2e-05, "memory": 43699, "data_time": 0.05192, "decode.loss_ce": 0.20087, "decode.acc_seg": 91.33965, "aux.loss_ce": 0.1048, "aux.acc_seg": 89.30634, "loss": 0.30567, "time": 0.68266}
{"mode": "train", "epoch": 88, "iter": 109950, "lr": 2e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.19525, "decode.acc_seg": 91.83711, "aux.loss_ce": 0.10321, "aux.acc_seg": 89.78814, "loss": 0.29846, "time": 0.62363}
{"mode": "train", "epoch": 88, "iter": 110000, "lr": 2e-05, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.21593, "decode.acc_seg": 90.82651, "aux.loss_ce": 0.11093, "aux.acc_seg": 88.84001, "loss": 0.32686, "time": 0.63363}
{"mode": "train", "epoch": 88, "iter": 110050, "lr": 2e-05, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.20593, "decode.acc_seg": 91.29218, "aux.loss_ce": 0.10844, "aux.acc_seg": 89.22536, "loss": 0.31437, "time": 0.64119}
{"mode": "train", "epoch": 88, "iter": 110100, "lr": 2e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.21043, "decode.acc_seg": 91.4331, "aux.loss_ce": 0.10901, "aux.acc_seg": 89.56907, "loss": 0.31943, "time": 0.63154}
{"mode": "train", "epoch": 88, "iter": 110150, "lr": 2e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.2104, "decode.acc_seg": 90.99876, "aux.loss_ce": 0.11146, "aux.acc_seg": 88.64155, "loss": 0.32186, "time": 0.62293}
{"mode": "train", "epoch": 88, "iter": 110200, "lr": 2e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18891, "decode.acc_seg": 91.9719, "aux.loss_ce": 0.10159, "aux.acc_seg": 89.81264, "loss": 0.2905, "time": 0.63091}
{"mode": "train", "epoch": 88, "iter": 110250, "lr": 2e-05, "memory": 43699, "data_time": 0.01596, "decode.loss_ce": 0.21044, "decode.acc_seg": 91.14541, "aux.loss_ce": 0.11344, "aux.acc_seg": 88.76867, "loss": 0.32389, "time": 0.63247}
{"mode": "train", "epoch": 88, "iter": 110300, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.21562, "decode.acc_seg": 90.98658, "aux.loss_ce": 0.11087, "aux.acc_seg": 89.18984, "loss": 0.32649, "time": 0.6317}
{"mode": "train", "epoch": 88, "iter": 110350, "lr": 2e-05, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.19268, "decode.acc_seg": 91.64641, "aux.loss_ce": 0.10154, "aux.acc_seg": 89.61007, "loss": 0.29422, "time": 0.63207}
{"mode": "train", "epoch": 88, "iter": 110400, "lr": 2e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.21703, "decode.acc_seg": 90.79153, "aux.loss_ce": 0.11366, "aux.acc_seg": 88.4327, "loss": 0.33069, "time": 0.63972}
{"mode": "train", "epoch": 88, "iter": 110450, "lr": 2e-05, "memory": 43699, "data_time": 0.00683, "decode.loss_ce": 0.20645, "decode.acc_seg": 91.30758, "aux.loss_ce": 0.10935, "aux.acc_seg": 89.10956, "loss": 0.3158, "time": 0.63216}
{"mode": "train", "epoch": 88, "iter": 110500, "lr": 2e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.19474, "decode.acc_seg": 91.66995, "aux.loss_ce": 0.10489, "aux.acc_seg": 89.38037, "loss": 0.29963, "time": 0.62221}
{"mode": "train", "epoch": 88, "iter": 110550, "lr": 2e-05, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.20498, "decode.acc_seg": 91.26819, "aux.loss_ce": 0.10829, "aux.acc_seg": 89.00996, "loss": 0.31326, "time": 0.62192}
{"mode": "train", "epoch": 88, "iter": 110600, "lr": 2e-05, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.19267, "decode.acc_seg": 91.8382, "aux.loss_ce": 0.09947, "aux.acc_seg": 89.89337, "loss": 0.29214, "time": 0.64781}
{"mode": "train", "epoch": 88, "iter": 110650, "lr": 2e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.21613, "decode.acc_seg": 90.82555, "aux.loss_ce": 0.10896, "aux.acc_seg": 88.95957, "loss": 0.3251, "time": 0.63173}
{"mode": "train", "epoch": 88, "iter": 110700, "lr": 2e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.19983, "decode.acc_seg": 91.26886, "aux.loss_ce": 0.10279, "aux.acc_seg": 89.23562, "loss": 0.30262, "time": 0.62306}
{"mode": "train", "epoch": 88, "iter": 110750, "lr": 2e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.21556, "decode.acc_seg": 90.96117, "aux.loss_ce": 0.10929, "aux.acc_seg": 89.10384, "loss": 0.32485, "time": 0.62196}
{"mode": "train", "epoch": 88, "iter": 110800, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.20331, "decode.acc_seg": 91.48942, "aux.loss_ce": 0.10693, "aux.acc_seg": 89.42, "loss": 0.31024, "time": 0.65063}
{"mode": "train", "epoch": 88, "iter": 110850, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.20525, "decode.acc_seg": 91.67542, "aux.loss_ce": 0.10584, "aux.acc_seg": 89.71052, "loss": 0.31108, "time": 0.63346}
{"mode": "train", "epoch": 88, "iter": 110900, "lr": 2e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.20835, "decode.acc_seg": 91.00278, "aux.loss_ce": 0.10927, "aux.acc_seg": 88.89017, "loss": 0.31762, "time": 0.62295}
{"mode": "train", "epoch": 88, "iter": 110950, "lr": 2e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.21156, "decode.acc_seg": 90.86155, "aux.loss_ce": 0.11082, "aux.acc_seg": 88.62764, "loss": 0.32239, "time": 0.6222}
{"mode": "train", "epoch": 88, "iter": 111000, "lr": 2e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.20884, "decode.acc_seg": 91.16642, "aux.loss_ce": 0.10962, "aux.acc_seg": 89.06133, "loss": 0.31846, "time": 0.64996}
{"mode": "train", "epoch": 88, "iter": 111050, "lr": 2e-05, "memory": 43699, "data_time": 0.01524, "decode.loss_ce": 0.22171, "decode.acc_seg": 90.63708, "aux.loss_ce": 0.11539, "aux.acc_seg": 88.51086, "loss": 0.3371, "time": 0.63137}
{"mode": "train", "epoch": 88, "iter": 111100, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.21238, "decode.acc_seg": 91.07617, "aux.loss_ce": 0.1117, "aux.acc_seg": 88.93742, "loss": 0.32408, "time": 0.63044}
{"mode": "train", "epoch": 89, "iter": 111150, "lr": 2e-05, "memory": 43699, "data_time": 0.05662, "decode.loss_ce": 0.19196, "decode.acc_seg": 91.81235, "aux.loss_ce": 0.09932, "aux.acc_seg": 89.84181, "loss": 0.29129, "time": 0.66494}
{"mode": "train", "epoch": 89, "iter": 111200, "lr": 2e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.19769, "decode.acc_seg": 91.66607, "aux.loss_ce": 0.10339, "aux.acc_seg": 89.52578, "loss": 0.30108, "time": 0.66001}
{"mode": "train", "epoch": 89, "iter": 111250, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.20326, "decode.acc_seg": 91.57853, "aux.loss_ce": 0.10567, "aux.acc_seg": 89.42869, "loss": 0.30893, "time": 0.62486}
{"mode": "train", "epoch": 89, "iter": 111300, "lr": 2e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.20884, "decode.acc_seg": 91.30351, "aux.loss_ce": 0.10794, "aux.acc_seg": 89.23119, "loss": 0.31678, "time": 0.63012}
{"mode": "train", "epoch": 89, "iter": 111350, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.20425, "decode.acc_seg": 91.39571, "aux.loss_ce": 0.10579, "aux.acc_seg": 89.45239, "loss": 0.31004, "time": 0.61546}
{"mode": "train", "epoch": 89, "iter": 111400, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.1977, "decode.acc_seg": 91.54867, "aux.loss_ce": 0.10394, "aux.acc_seg": 89.4433, "loss": 0.30163, "time": 0.6575}
{"mode": "train", "epoch": 89, "iter": 111450, "lr": 2e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.20047, "decode.acc_seg": 91.34577, "aux.loss_ce": 0.10382, "aux.acc_seg": 89.3107, "loss": 0.30429, "time": 0.62259}
{"mode": "train", "epoch": 89, "iter": 111500, "lr": 2e-05, "memory": 43699, "data_time": 0.00786, "decode.loss_ce": 0.1922, "decode.acc_seg": 91.60189, "aux.loss_ce": 0.09929, "aux.acc_seg": 89.67654, "loss": 0.2915, "time": 0.6309}
{"mode": "train", "epoch": 89, "iter": 111550, "lr": 2e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.20824, "decode.acc_seg": 91.15782, "aux.loss_ce": 0.1077, "aux.acc_seg": 89.02188, "loss": 0.31595, "time": 0.6163}
{"mode": "train", "epoch": 89, "iter": 111600, "lr": 2e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.20378, "decode.acc_seg": 90.99739, "aux.loss_ce": 0.1057, "aux.acc_seg": 89.07736, "loss": 0.30948, "time": 0.65767}
{"mode": "train", "epoch": 89, "iter": 111650, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.20877, "decode.acc_seg": 91.24448, "aux.loss_ce": 0.10874, "aux.acc_seg": 89.27511, "loss": 0.31751, "time": 0.62254}
{"mode": "train", "epoch": 89, "iter": 111700, "lr": 2e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.20778, "decode.acc_seg": 91.3918, "aux.loss_ce": 0.11019, "aux.acc_seg": 89.11498, "loss": 0.31797, "time": 0.62437}
{"mode": "train", "epoch": 89, "iter": 111750, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.21179, "decode.acc_seg": 91.19258, "aux.loss_ce": 0.10989, "aux.acc_seg": 89.21863, "loss": 0.32168, "time": 0.63282}
{"mode": "train", "epoch": 89, "iter": 111800, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.20051, "decode.acc_seg": 91.48257, "aux.loss_ce": 0.10289, "aux.acc_seg": 89.50073, "loss": 0.3034, "time": 0.63979}
{"mode": "train", "epoch": 89, "iter": 111850, "lr": 2e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.21707, "decode.acc_seg": 91.02775, "aux.loss_ce": 0.10991, "aux.acc_seg": 89.16329, "loss": 0.32699, "time": 0.62268}
{"mode": "train", "epoch": 89, "iter": 111900, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.21145, "decode.acc_seg": 90.88323, "aux.loss_ce": 0.10916, "aux.acc_seg": 88.73356, "loss": 0.3206, "time": 0.62355}
{"mode": "train", "epoch": 89, "iter": 111950, "lr": 2e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.21772, "decode.acc_seg": 91.11028, "aux.loss_ce": 0.1111, "aux.acc_seg": 89.00602, "loss": 0.32882, "time": 0.63302}
{"mode": "train", "epoch": 89, "iter": 112000, "lr": 2e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.20505, "decode.acc_seg": 91.43284, "aux.loss_ce": 0.10569, "aux.acc_seg": 89.37822, "loss": 0.31075, "time": 0.68071}
{"mode": "val", "epoch": 89, "iter": 250, "lr": 2e-05, "aAcc": 0.8391, "mIoU": 0.514, "mAcc": 0.6428, "IoU.wall": 0.7895, "IoU.building": 0.8304, "IoU.sky": 0.9456, "IoU.floor": 0.8219, "IoU.tree": 0.761, "IoU.ceiling": 0.8509, "IoU.road": 0.8528, "IoU.bed ": 0.9073, "IoU.windowpane": 0.6315, "IoU.grass": 0.6608, "IoU.cabinet": 0.6287, "IoU.sidewalk": 0.6734, "IoU.person": 0.8303, "IoU.earth": 0.3534, "IoU.door": 0.5415, "IoU.table": 0.6322, "IoU.mountain": 0.6297, "IoU.plant": 0.53, "IoU.curtain": 0.7464, "IoU.chair": 0.6069, "IoU.car": 0.8588, "IoU.water": 0.5234, "IoU.painting": 0.7595, "IoU.sofa": 0.6911, "IoU.shelf": 0.4633, "IoU.house": 0.4302, "IoU.sea": 0.6025, "IoU.mirror": 0.6815, "IoU.rug": 0.6239, "IoU.field": 0.2569, "IoU.armchair": 0.47, "IoU.seat": 0.6716, "IoU.fence": 0.452, "IoU.desk": 0.5403, "IoU.rock": 0.5182, "IoU.wardrobe": 0.4631, "IoU.lamp": 0.6629, "IoU.bathtub": 0.8144, "IoU.railing": 0.3857, "IoU.cushion": 0.6355, "IoU.base": 0.2951, "IoU.box": 0.2855, "IoU.column": 0.4376, "IoU.signboard": 0.3797, "IoU.chest of drawers": 0.3565, "IoU.counter": 0.3456, "IoU.sand": 0.4198, "IoU.sink": 0.7308, "IoU.skyscraper": 0.4613, "IoU.fireplace": 0.7546, "IoU.refrigerator": 0.8131, "IoU.grandstand": 0.4872, "IoU.path": 0.2725, "IoU.stairs": 0.2615, "IoU.runway": 0.7088, "IoU.case": 0.5487, "IoU.pool table": 0.9293, "IoU.pillow": 0.6236, "IoU.screen door": 0.629, "IoU.stairway": 0.3237, "IoU.river": 0.0805, "IoU.bridge": 0.5937, "IoU.bookcase": 0.3741, "IoU.blind": 0.4429, "IoU.coffee table": 0.5909, "IoU.toilet": 0.8452, "IoU.flower": 0.4336, "IoU.book": 0.4726, "IoU.hill": 0.0798, "IoU.bench": 0.4769, "IoU.countertop": 0.5709, "IoU.stove": 0.7636, "IoU.palm": 0.5359, "IoU.kitchen island": 0.432, "IoU.computer": 0.6742, "IoU.swivel chair": 0.5237, "IoU.boat": 0.4337, "IoU.bar": 0.4557, "IoU.arcade machine": 0.7558, "IoU.hovel": 0.5213, "IoU.bus": 0.7859, "IoU.towel": 0.6581, "IoU.light": 0.5648, "IoU.truck": 0.2539, "IoU.tower": 0.2496, "IoU.chandelier": 0.6932, "IoU.awning": 0.2655, "IoU.streetlight": 0.3009, "IoU.booth": 0.4922, "IoU.television receiver": 0.7203, "IoU.airplane": 0.6634, "IoU.dirt track": 0.1608, "IoU.apparel": 0.4286, "IoU.pole": 0.2139, "IoU.land": 0.0382, "IoU.bannister": 0.1613, "IoU.escalator": 0.3513, "IoU.ottoman": 0.5297, "IoU.bottle": 0.4197, "IoU.buffet": 0.5605, "IoU.poster": 0.3932, "IoU.stage": 0.1905, "IoU.van": 0.4575, "IoU.ship": 0.2492, "IoU.fountain": 0.211, "IoU.conveyer belt": 0.7173, "IoU.canopy": 0.3059, "IoU.washer": 0.7368, "IoU.plaything": 0.482, "IoU.swimming pool": 0.7301, "IoU.stool": 0.4652, "IoU.barrel": 0.4959, "IoU.basket": 0.3915, "IoU.waterfall": 0.4812, "IoU.tent": 0.9017, "IoU.bag": 0.215, "IoU.minibike": 0.7106, "IoU.cradle": 0.6802, "IoU.oven": 0.3609, "IoU.ball": 0.4683, "IoU.food": 0.5773, "IoU.step": 0.111, "IoU.tank": 0.5286, "IoU.trade name": 0.292, "IoU.microwave": 0.6965, "IoU.pot": 0.4894, "IoU.animal": 0.6577, "IoU.bicycle": 0.5392, "IoU.lake": 0.5996, "IoU.dishwasher": 0.692, "IoU.screen": 0.5967, "IoU.blanket": 0.2418, "IoU.sculpture": 0.6604, "IoU.hood": 0.5687, "IoU.sconce": 0.4861, "IoU.vase": 0.4201, "IoU.traffic light": 0.3508, "IoU.tray": 0.1006, "IoU.ashcan": 0.4427, "IoU.fan": 0.6421, "IoU.pier": 0.3319, "IoU.crt screen": 0.0487, "IoU.plate": 0.5618, "IoU.monitor": 0.0904, "IoU.bulletin board": 0.5402, "IoU.shower": 0.0009, "IoU.radiator": 0.661, "IoU.glass": 0.1652, "IoU.clock": 0.3913, "IoU.flag": 0.6153, "Acc.wall": 0.8881, "Acc.building": 0.9129, "Acc.sky": 0.9777, "Acc.floor": 0.9081, "Acc.tree": 0.8724, "Acc.ceiling": 0.9177, "Acc.road": 0.9225, "Acc.bed ": 0.9599, "Acc.windowpane": 0.8025, "Acc.grass": 0.8352, "Acc.cabinet": 0.7234, "Acc.sidewalk": 0.8012, "Acc.person": 0.9423, "Acc.earth": 0.4414, "Acc.door": 0.689, "Acc.table": 0.7975, "Acc.mountain": 0.7735, "Acc.plant": 0.6872, "Acc.curtain": 0.8841, "Acc.chair": 0.7476, "Acc.car": 0.9311, "Acc.water": 0.6938, "Acc.painting": 0.9072, "Acc.sofa": 0.8274, "Acc.shelf": 0.6472, "Acc.house": 0.6286, "Acc.sea": 0.8482, "Acc.mirror": 0.7709, "Acc.rug": 0.7291, "Acc.field": 0.4654, "Acc.armchair": 0.6647, "Acc.seat": 0.8669, "Acc.fence": 0.5798, "Acc.desk": 0.6893, "Acc.rock": 0.7723, "Acc.wardrobe": 0.6486, "Acc.lamp": 0.7936, "Acc.bathtub": 0.8623, "Acc.railing": 0.5586, "Acc.cushion": 0.7738, "Acc.base": 0.3813, "Acc.box": 0.3395, "Acc.column": 0.5969, "Acc.signboard": 0.5315, "Acc.chest of drawers": 0.5791, "Acc.counter": 0.4453, "Acc.sand": 0.5601, "Acc.sink": 0.8227, "Acc.skyscraper": 0.5555, "Acc.fireplace": 0.9116, "Acc.refrigerator": 0.9194, "Acc.grandstand": 0.8196, "Acc.path": 0.4437, "Acc.stairs": 0.313, "Acc.runway": 0.932, "Acc.case": 0.681, "Acc.pool table": 0.9707, "Acc.pillow": 0.7169, "Acc.screen door": 0.6836, "Acc.stairway": 0.4359, "Acc.river": 0.1787, "Acc.bridge": 0.8589, "Acc.bookcase": 0.6214, "Acc.blind": 0.5059, "Acc.coffee table": 0.8281, "Acc.toilet": 0.9137, "Acc.flower": 0.6575, "Acc.book": 0.7074, "Acc.hill": 0.1113, "Acc.bench": 0.5357, "Acc.countertop": 0.7315, "Acc.stove": 0.8563, "Acc.palm": 0.8072, "Acc.kitchen island": 0.7566, "Acc.computer": 0.7962, "Acc.swivel chair": 0.7124, "Acc.boat": 0.5445, "Acc.bar": 0.6264, "Acc.arcade machine": 0.7968, "Acc.hovel": 0.5533, "Acc.bus": 0.9805, "Acc.towel": 0.8119, "Acc.light": 0.6508, "Acc.truck": 0.347, "Acc.tower": 0.3268, "Acc.chandelier": 0.8419, "Acc.awning": 0.3419, "Acc.streetlight": 0.4168, "Acc.booth": 0.5112, "Acc.television receiver": 0.8333, "Acc.airplane": 0.7752, "Acc.dirt track": 0.2801, "Acc.apparel": 0.6406, "Acc.pole": 0.3029, "Acc.land": 0.0628, "Acc.bannister": 0.2029, "Acc.escalator": 0.4504, "Acc.ottoman": 0.7077, "Acc.bottle": 0.6605, "Acc.buffet": 0.7847, "Acc.poster": 0.5868, "Acc.stage": 0.346, "Acc.van": 0.6638, "Acc.ship": 0.3929, "Acc.fountain": 0.2164, "Acc.conveyer belt": 0.9232, "Acc.canopy": 0.4671, "Acc.washer": 0.7596, "Acc.plaything": 0.5669, "Acc.swimming pool": 0.8407, "Acc.stool": 0.6007, "Acc.barrel": 0.656, "Acc.basket": 0.4881, "Acc.waterfall": 0.5851, "Acc.tent": 0.9868, "Acc.bag": 0.28, "Acc.minibike": 0.8598, "Acc.cradle": 0.8387, "Acc.oven": 0.6027, "Acc.ball": 0.5364, "Acc.food": 0.7363, "Acc.step": 0.1229, "Acc.tank": 0.6705, "Acc.trade name": 0.3407, "Acc.microwave": 0.792, "Acc.pot": 0.5776, "Acc.animal": 0.6872, "Acc.bicycle": 0.7967, "Acc.lake": 0.6216, "Acc.dishwasher": 0.8279, "Acc.screen": 0.8628, "Acc.blanket": 0.2701, "Acc.sculpture": 0.7795, "Acc.hood": 0.6352, "Acc.sconce": 0.6371, "Acc.vase": 0.6313, "Acc.traffic light": 0.6161, "Acc.tray": 0.1507, "Acc.ashcan": 0.588, "Acc.fan": 0.7954, "Acc.pier": 0.4548, "Acc.crt screen": 0.1219, "Acc.plate": 0.7149, "Acc.monitor": 0.1347, "Acc.bulletin board": 0.6771, "Acc.shower": 0.0009, "Acc.radiator": 0.7396, "Acc.glass": 0.178, "Acc.clock": 0.5157, "Acc.flag": 0.7388}
{"mode": "train", "epoch": 89, "iter": 112050, "lr": 2e-05, "memory": 43699, "data_time": 1.33631, "decode.loss_ce": 0.20923, "decode.acc_seg": 91.12563, "aux.loss_ce": 0.10964, "aux.acc_seg": 88.813, "loss": 0.31888, "time": 1.96999}
{"mode": "train", "epoch": 89, "iter": 112100, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.20557, "decode.acc_seg": 91.52846, "aux.loss_ce": 0.10653, "aux.acc_seg": 89.58469, "loss": 0.3121, "time": 0.62576}
{"mode": "train", "epoch": 89, "iter": 112150, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.21386, "decode.acc_seg": 91.1258, "aux.loss_ce": 0.11037, "aux.acc_seg": 88.98264, "loss": 0.32423, "time": 0.61683}
{"mode": "train", "epoch": 89, "iter": 112200, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.20578, "decode.acc_seg": 91.41924, "aux.loss_ce": 0.10567, "aux.acc_seg": 89.53824, "loss": 0.31145, "time": 0.63548}
{"mode": "train", "epoch": 89, "iter": 112250, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.20202, "decode.acc_seg": 91.4197, "aux.loss_ce": 0.10356, "aux.acc_seg": 89.62343, "loss": 0.30558, "time": 0.65213}
{"mode": "train", "epoch": 89, "iter": 112300, "lr": 2e-05, "memory": 43699, "data_time": 0.00794, "decode.loss_ce": 0.20875, "decode.acc_seg": 91.14906, "aux.loss_ce": 0.10891, "aux.acc_seg": 89.07579, "loss": 0.31766, "time": 0.63273}
{"mode": "train", "epoch": 89, "iter": 112350, "lr": 2e-05, "memory": 43699, "data_time": 0.00833, "decode.loss_ce": 0.21085, "decode.acc_seg": 90.67504, "aux.loss_ce": 0.11061, "aux.acc_seg": 88.56662, "loss": 0.32147, "time": 0.63535}
{"mode": "train", "epoch": 89, "iter": 112400, "lr": 2e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.20275, "decode.acc_seg": 91.59207, "aux.loss_ce": 0.10802, "aux.acc_seg": 89.32198, "loss": 0.31077, "time": 0.63674}
{"mode": "train", "epoch": 90, "iter": 112450, "lr": 2e-05, "memory": 43699, "data_time": 0.04982, "decode.loss_ce": 0.19366, "decode.acc_seg": 91.62212, "aux.loss_ce": 0.10243, "aux.acc_seg": 89.50707, "loss": 0.29608, "time": 0.69191}
{"mode": "train", "epoch": 90, "iter": 112500, "lr": 2e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.20889, "decode.acc_seg": 91.26869, "aux.loss_ce": 0.10997, "aux.acc_seg": 89.03985, "loss": 0.31886, "time": 0.63327}
{"mode": "train", "epoch": 90, "iter": 112550, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.20583, "decode.acc_seg": 91.61201, "aux.loss_ce": 0.10707, "aux.acc_seg": 89.44612, "loss": 0.3129, "time": 0.62475}
{"mode": "train", "epoch": 90, "iter": 112600, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.19903, "decode.acc_seg": 91.46492, "aux.loss_ce": 0.10584, "aux.acc_seg": 89.39562, "loss": 0.30487, "time": 0.63276}
{"mode": "train", "epoch": 90, "iter": 112650, "lr": 2e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.20111, "decode.acc_seg": 91.57098, "aux.loss_ce": 0.10531, "aux.acc_seg": 89.41608, "loss": 0.30642, "time": 0.64261}
{"mode": "train", "epoch": 90, "iter": 112700, "lr": 2e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.20382, "decode.acc_seg": 91.50067, "aux.loss_ce": 0.10539, "aux.acc_seg": 89.64866, "loss": 0.30921, "time": 0.6333}
{"mode": "train", "epoch": 90, "iter": 112750, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.21494, "decode.acc_seg": 90.96419, "aux.loss_ce": 0.11147, "aux.acc_seg": 88.83599, "loss": 0.32641, "time": 0.63358}
{"mode": "train", "epoch": 90, "iter": 112800, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.2165, "decode.acc_seg": 90.97963, "aux.loss_ce": 0.11549, "aux.acc_seg": 88.73308, "loss": 0.33199, "time": 0.63237}
{"mode": "train", "epoch": 90, "iter": 112850, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.20551, "decode.acc_seg": 91.43749, "aux.loss_ce": 0.1076, "aux.acc_seg": 89.30302, "loss": 0.31311, "time": 0.64204}
{"mode": "train", "epoch": 90, "iter": 112900, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.21062, "decode.acc_seg": 91.2112, "aux.loss_ce": 0.10862, "aux.acc_seg": 89.37293, "loss": 0.31924, "time": 0.63424}
{"mode": "train", "epoch": 90, "iter": 112950, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.2011, "decode.acc_seg": 91.60846, "aux.loss_ce": 0.10621, "aux.acc_seg": 89.43474, "loss": 0.30731, "time": 0.62443}
{"mode": "train", "epoch": 90, "iter": 113000, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18908, "decode.acc_seg": 91.80378, "aux.loss_ce": 0.09726, "aux.acc_seg": 89.82038, "loss": 0.28634, "time": 0.65067}
{"mode": "train", "epoch": 90, "iter": 113050, "lr": 2e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.21636, "decode.acc_seg": 90.85503, "aux.loss_ce": 0.11316, "aux.acc_seg": 88.68489, "loss": 0.32952, "time": 0.63167}
{"mode": "train", "epoch": 90, "iter": 113100, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.20448, "decode.acc_seg": 91.56204, "aux.loss_ce": 0.10751, "aux.acc_seg": 89.64667, "loss": 0.31199, "time": 0.6339}
{"mode": "train", "epoch": 90, "iter": 113150, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.21246, "decode.acc_seg": 91.10448, "aux.loss_ce": 0.10994, "aux.acc_seg": 89.04367, "loss": 0.3224, "time": 0.62749}
{"mode": "train", "epoch": 90, "iter": 113200, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20036, "decode.acc_seg": 91.40245, "aux.loss_ce": 0.10466, "aux.acc_seg": 89.25673, "loss": 0.30502, "time": 0.6371}
{"mode": "train", "epoch": 90, "iter": 113250, "lr": 2e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.2038, "decode.acc_seg": 91.1266, "aux.loss_ce": 0.10636, "aux.acc_seg": 89.19035, "loss": 0.31015, "time": 0.64211}
{"mode": "train", "epoch": 90, "iter": 113300, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.20993, "decode.acc_seg": 91.23592, "aux.loss_ce": 0.10978, "aux.acc_seg": 89.07455, "loss": 0.31971, "time": 0.6266}
{"mode": "train", "epoch": 90, "iter": 113350, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20583, "decode.acc_seg": 91.23535, "aux.loss_ce": 0.10871, "aux.acc_seg": 88.93584, "loss": 0.31453, "time": 0.62739}
{"mode": "train", "epoch": 90, "iter": 113400, "lr": 2e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.20851, "decode.acc_seg": 91.44963, "aux.loss_ce": 0.10785, "aux.acc_seg": 89.26915, "loss": 0.31635, "time": 0.6471}
{"mode": "train", "epoch": 90, "iter": 113450, "lr": 2e-05, "memory": 43699, "data_time": 0.01572, "decode.loss_ce": 0.20035, "decode.acc_seg": 91.58169, "aux.loss_ce": 0.10369, "aux.acc_seg": 89.6476, "loss": 0.30404, "time": 0.64156}
{"mode": "train", "epoch": 90, "iter": 113500, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.21279, "decode.acc_seg": 91.11502, "aux.loss_ce": 0.11076, "aux.acc_seg": 88.87383, "loss": 0.32356, "time": 0.62687}
{"mode": "train", "epoch": 90, "iter": 113550, "lr": 2e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19822, "decode.acc_seg": 91.77529, "aux.loss_ce": 0.10369, "aux.acc_seg": 89.80831, "loss": 0.30191, "time": 0.62853}
{"mode": "train", "epoch": 90, "iter": 113600, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.2051, "decode.acc_seg": 91.42069, "aux.loss_ce": 0.10808, "aux.acc_seg": 89.21167, "loss": 0.31318, "time": 0.64648}
{"mode": "train", "epoch": 90, "iter": 113650, "lr": 2e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.19481, "decode.acc_seg": 91.69148, "aux.loss_ce": 0.10152, "aux.acc_seg": 89.74397, "loss": 0.29633, "time": 0.63385}
{"mode": "train", "epoch": 91, "iter": 113700, "lr": 2e-05, "memory": 43699, "data_time": 0.04869, "decode.loss_ce": 0.1937, "decode.acc_seg": 91.81947, "aux.loss_ce": 0.10029, "aux.acc_seg": 89.79065, "loss": 0.29399, "time": 0.67645}
{"mode": "train", "epoch": 91, "iter": 113750, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.19316, "decode.acc_seg": 91.92602, "aux.loss_ce": 0.10178, "aux.acc_seg": 89.93101, "loss": 0.29495, "time": 0.63639}
{"mode": "train", "epoch": 91, "iter": 113800, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.19882, "decode.acc_seg": 91.29921, "aux.loss_ce": 0.10468, "aux.acc_seg": 89.13251, "loss": 0.3035, "time": 0.64841}
{"mode": "train", "epoch": 91, "iter": 113850, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19204, "decode.acc_seg": 91.71236, "aux.loss_ce": 0.10044, "aux.acc_seg": 89.91863, "loss": 0.29248, "time": 0.63319}
{"mode": "train", "epoch": 91, "iter": 113900, "lr": 2e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.19334, "decode.acc_seg": 91.78127, "aux.loss_ce": 0.09928, "aux.acc_seg": 89.87689, "loss": 0.29262, "time": 0.62491}
{"mode": "train", "epoch": 91, "iter": 113950, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19105, "decode.acc_seg": 92.10197, "aux.loss_ce": 0.10102, "aux.acc_seg": 89.98897, "loss": 0.29207, "time": 0.62497}
{"mode": "train", "epoch": 91, "iter": 114000, "lr": 2e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.19417, "decode.acc_seg": 91.83689, "aux.loss_ce": 0.10066, "aux.acc_seg": 89.89619, "loss": 0.29483, "time": 0.64914}
{"mode": "train", "epoch": 91, "iter": 114050, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.20746, "decode.acc_seg": 91.26882, "aux.loss_ce": 0.1074, "aux.acc_seg": 89.28273, "loss": 0.31486, "time": 0.63402}
{"mode": "train", "epoch": 91, "iter": 114100, "lr": 2e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.19764, "decode.acc_seg": 91.45063, "aux.loss_ce": 0.10535, "aux.acc_seg": 89.2225, "loss": 0.30299, "time": 0.6262}
{"mode": "train", "epoch": 91, "iter": 114150, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.19853, "decode.acc_seg": 91.55002, "aux.loss_ce": 0.10602, "aux.acc_seg": 89.25424, "loss": 0.30455, "time": 0.62692}
{"mode": "train", "epoch": 91, "iter": 114200, "lr": 2e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.19915, "decode.acc_seg": 91.65004, "aux.loss_ce": 0.10408, "aux.acc_seg": 89.46847, "loss": 0.30322, "time": 0.6373}
{"mode": "train", "epoch": 91, "iter": 114250, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.21387, "decode.acc_seg": 90.86633, "aux.loss_ce": 0.11215, "aux.acc_seg": 88.6555, "loss": 0.32602, "time": 0.63222}
{"mode": "train", "epoch": 91, "iter": 114300, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.19751, "decode.acc_seg": 91.50239, "aux.loss_ce": 0.10322, "aux.acc_seg": 89.47023, "loss": 0.30073, "time": 0.62615}
{"mode": "train", "epoch": 91, "iter": 114350, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.20375, "decode.acc_seg": 91.495, "aux.loss_ce": 0.10674, "aux.acc_seg": 89.37713, "loss": 0.31049, "time": 0.62774}
{"mode": "train", "epoch": 91, "iter": 114400, "lr": 2e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.2017, "decode.acc_seg": 91.57935, "aux.loss_ce": 0.10692, "aux.acc_seg": 89.30765, "loss": 0.30862, "time": 0.63968}
{"mode": "train", "epoch": 91, "iter": 114450, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.19602, "decode.acc_seg": 91.88788, "aux.loss_ce": 0.10345, "aux.acc_seg": 89.75705, "loss": 0.29947, "time": 0.6346}
{"mode": "train", "epoch": 91, "iter": 114500, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.20127, "decode.acc_seg": 91.54908, "aux.loss_ce": 0.10458, "aux.acc_seg": 89.49678, "loss": 0.30585, "time": 0.62371}
{"mode": "train", "epoch": 91, "iter": 114550, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.20924, "decode.acc_seg": 91.14916, "aux.loss_ce": 0.10926, "aux.acc_seg": 88.98526, "loss": 0.3185, "time": 0.62494}
{"mode": "train", "epoch": 91, "iter": 114600, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.21947, "decode.acc_seg": 90.91423, "aux.loss_ce": 0.10985, "aux.acc_seg": 89.13051, "loss": 0.32932, "time": 0.64058}
{"mode": "train", "epoch": 91, "iter": 114650, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.19884, "decode.acc_seg": 91.53961, "aux.loss_ce": 0.10323, "aux.acc_seg": 89.54861, "loss": 0.30207, "time": 0.63787}
{"mode": "train", "epoch": 91, "iter": 114700, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.19716, "decode.acc_seg": 91.62163, "aux.loss_ce": 0.10165, "aux.acc_seg": 89.59896, "loss": 0.2988, "time": 0.6231}
{"mode": "train", "epoch": 91, "iter": 114750, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20712, "decode.acc_seg": 91.29321, "aux.loss_ce": 0.10613, "aux.acc_seg": 89.40325, "loss": 0.31325, "time": 0.62597}
{"mode": "train", "epoch": 91, "iter": 114800, "lr": 2e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.2104, "decode.acc_seg": 91.08701, "aux.loss_ce": 0.11048, "aux.acc_seg": 88.78854, "loss": 0.32088, "time": 0.64228}
{"mode": "train", "epoch": 91, "iter": 114850, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.20584, "decode.acc_seg": 91.50929, "aux.loss_ce": 0.10756, "aux.acc_seg": 89.62266, "loss": 0.31339, "time": 0.63279}
{"mode": "train", "epoch": 91, "iter": 114900, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.19481, "decode.acc_seg": 91.70029, "aux.loss_ce": 0.10192, "aux.acc_seg": 89.60342, "loss": 0.29673, "time": 0.62318}
{"mode": "train", "epoch": 92, "iter": 114950, "lr": 2e-05, "memory": 43699, "data_time": 0.05599, "decode.loss_ce": 0.21083, "decode.acc_seg": 91.00331, "aux.loss_ce": 0.10937, "aux.acc_seg": 88.85916, "loss": 0.3202, "time": 0.68868}
{"mode": "train", "epoch": 92, "iter": 115000, "lr": 2e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.20551, "decode.acc_seg": 91.1761, "aux.loss_ce": 0.10521, "aux.acc_seg": 89.23785, "loss": 0.31071, "time": 0.648}
{"mode": "train", "epoch": 92, "iter": 115050, "lr": 2e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.20385, "decode.acc_seg": 91.28063, "aux.loss_ce": 0.10695, "aux.acc_seg": 89.20768, "loss": 0.31081, "time": 0.63235}
{"mode": "train", "epoch": 92, "iter": 115100, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.20838, "decode.acc_seg": 91.16441, "aux.loss_ce": 0.10689, "aux.acc_seg": 89.12287, "loss": 0.31527, "time": 0.62599}
{"mode": "train", "epoch": 92, "iter": 115150, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.20743, "decode.acc_seg": 91.26543, "aux.loss_ce": 0.10765, "aux.acc_seg": 89.26101, "loss": 0.31509, "time": 0.62535}
{"mode": "train", "epoch": 92, "iter": 115200, "lr": 2e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.20238, "decode.acc_seg": 91.44375, "aux.loss_ce": 0.10457, "aux.acc_seg": 89.46361, "loss": 0.30695, "time": 0.64866}
{"mode": "train", "epoch": 92, "iter": 115250, "lr": 2e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.19791, "decode.acc_seg": 91.62149, "aux.loss_ce": 0.1029, "aux.acc_seg": 89.5658, "loss": 0.3008, "time": 0.62415}
{"mode": "train", "epoch": 92, "iter": 115300, "lr": 2e-05, "memory": 43699, "data_time": 0.00791, "decode.loss_ce": 0.18941, "decode.acc_seg": 91.89289, "aux.loss_ce": 0.10043, "aux.acc_seg": 89.74077, "loss": 0.28984, "time": 0.62652}
{"mode": "train", "epoch": 92, "iter": 115350, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.19981, "decode.acc_seg": 91.56712, "aux.loss_ce": 0.10491, "aux.acc_seg": 89.58319, "loss": 0.30472, "time": 0.63551}
{"mode": "train", "epoch": 92, "iter": 115400, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.19841, "decode.acc_seg": 91.51443, "aux.loss_ce": 0.10487, "aux.acc_seg": 89.36469, "loss": 0.30328, "time": 0.64013}
{"mode": "train", "epoch": 92, "iter": 115450, "lr": 2e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.20487, "decode.acc_seg": 91.4695, "aux.loss_ce": 0.10451, "aux.acc_seg": 89.55825, "loss": 0.30938, "time": 0.6237}
{"mode": "train", "epoch": 92, "iter": 115500, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19326, "decode.acc_seg": 91.83722, "aux.loss_ce": 0.10077, "aux.acc_seg": 89.86153, "loss": 0.29403, "time": 0.62597}
{"mode": "train", "epoch": 92, "iter": 115550, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.2039, "decode.acc_seg": 91.54743, "aux.loss_ce": 0.10637, "aux.acc_seg": 89.51223, "loss": 0.31027, "time": 0.63605}
{"mode": "train", "epoch": 92, "iter": 115600, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.20009, "decode.acc_seg": 91.45831, "aux.loss_ce": 0.10452, "aux.acc_seg": 89.25415, "loss": 0.30461, "time": 0.64009}
{"mode": "train", "epoch": 92, "iter": 115650, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.19078, "decode.acc_seg": 91.85461, "aux.loss_ce": 0.09989, "aux.acc_seg": 89.91465, "loss": 0.29067, "time": 0.62366}
{"mode": "train", "epoch": 92, "iter": 115700, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.19927, "decode.acc_seg": 91.55779, "aux.loss_ce": 0.10355, "aux.acc_seg": 89.6771, "loss": 0.30283, "time": 0.63265}
{"mode": "train", "epoch": 92, "iter": 115750, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.20409, "decode.acc_seg": 91.44981, "aux.loss_ce": 0.10661, "aux.acc_seg": 89.60096, "loss": 0.31071, "time": 0.63506}
{"mode": "train", "epoch": 92, "iter": 115800, "lr": 2e-05, "memory": 43699, "data_time": 0.01504, "decode.loss_ce": 0.20728, "decode.acc_seg": 91.26525, "aux.loss_ce": 0.10683, "aux.acc_seg": 89.28973, "loss": 0.31411, "time": 0.63965}
{"mode": "train", "epoch": 92, "iter": 115850, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.21268, "decode.acc_seg": 91.08567, "aux.loss_ce": 0.11159, "aux.acc_seg": 88.72639, "loss": 0.32427, "time": 0.62348}
{"mode": "train", "epoch": 92, "iter": 115900, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.21163, "decode.acc_seg": 91.03923, "aux.loss_ce": 0.10957, "aux.acc_seg": 89.01975, "loss": 0.32121, "time": 0.62554}
{"mode": "train", "epoch": 92, "iter": 115950, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.20591, "decode.acc_seg": 91.26325, "aux.loss_ce": 0.10921, "aux.acc_seg": 89.01251, "loss": 0.31512, "time": 0.64136}
{"mode": "train", "epoch": 92, "iter": 116000, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.20646, "decode.acc_seg": 91.36882, "aux.loss_ce": 0.10761, "aux.acc_seg": 89.25755, "loss": 0.31407, "time": 0.64037}
{"mode": "train", "epoch": 92, "iter": 116050, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19586, "decode.acc_seg": 91.76703, "aux.loss_ce": 0.10167, "aux.acc_seg": 89.62796, "loss": 0.29753, "time": 0.62198}
{"mode": "train", "epoch": 92, "iter": 116100, "lr": 2e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.20301, "decode.acc_seg": 91.59648, "aux.loss_ce": 0.1063, "aux.acc_seg": 89.60176, "loss": 0.30931, "time": 0.62437}
{"mode": "train", "epoch": 92, "iter": 116150, "lr": 2e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.20571, "decode.acc_seg": 91.58788, "aux.loss_ce": 0.10663, "aux.acc_seg": 89.5479, "loss": 0.31234, "time": 0.64165}
{"mode": "train", "epoch": 93, "iter": 116200, "lr": 2e-05, "memory": 43699, "data_time": 0.05541, "decode.loss_ce": 0.20493, "decode.acc_seg": 91.54359, "aux.loss_ce": 0.10512, "aux.acc_seg": 89.51935, "loss": 0.31005, "time": 0.69148}
{"mode": "train", "epoch": 93, "iter": 116250, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19394, "decode.acc_seg": 91.82806, "aux.loss_ce": 0.10093, "aux.acc_seg": 89.88434, "loss": 0.29488, "time": 0.6168}
{"mode": "train", "epoch": 93, "iter": 116300, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20606, "decode.acc_seg": 91.40686, "aux.loss_ce": 0.10654, "aux.acc_seg": 89.33952, "loss": 0.3126, "time": 0.63422}
{"mode": "train", "epoch": 93, "iter": 116350, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.20007, "decode.acc_seg": 91.61428, "aux.loss_ce": 0.10447, "aux.acc_seg": 89.54324, "loss": 0.30454, "time": 0.64189}
{"mode": "train", "epoch": 93, "iter": 116400, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20437, "decode.acc_seg": 91.38915, "aux.loss_ce": 0.10541, "aux.acc_seg": 89.25872, "loss": 0.30978, "time": 0.63929}
{"mode": "train", "epoch": 93, "iter": 116450, "lr": 2e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.19873, "decode.acc_seg": 91.67142, "aux.loss_ce": 0.10494, "aux.acc_seg": 89.62094, "loss": 0.30367, "time": 0.61588}
{"mode": "train", "epoch": 93, "iter": 116500, "lr": 2e-05, "memory": 43699, "data_time": 0.0087, "decode.loss_ce": 0.2015, "decode.acc_seg": 91.56453, "aux.loss_ce": 0.10716, "aux.acc_seg": 89.2122, "loss": 0.30866, "time": 0.64096}
{"mode": "train", "epoch": 93, "iter": 116550, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.181, "decode.acc_seg": 92.15294, "aux.loss_ce": 0.09589, "aux.acc_seg": 90.18178, "loss": 0.27689, "time": 0.64197}
{"mode": "train", "epoch": 93, "iter": 116600, "lr": 2e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.19867, "decode.acc_seg": 91.60673, "aux.loss_ce": 0.10381, "aux.acc_seg": 89.48352, "loss": 0.30248, "time": 0.63942}
{"mode": "train", "epoch": 93, "iter": 116650, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.21017, "decode.acc_seg": 91.23493, "aux.loss_ce": 0.1095, "aux.acc_seg": 89.06393, "loss": 0.31967, "time": 0.61434}
{"mode": "train", "epoch": 93, "iter": 116700, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.20584, "decode.acc_seg": 91.36273, "aux.loss_ce": 0.10612, "aux.acc_seg": 89.27942, "loss": 0.31195, "time": 0.63157}
{"mode": "train", "epoch": 93, "iter": 116750, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.2062, "decode.acc_seg": 91.35863, "aux.loss_ce": 0.10476, "aux.acc_seg": 89.44756, "loss": 0.31096, "time": 0.63972}
{"mode": "train", "epoch": 93, "iter": 116800, "lr": 2e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.1994, "decode.acc_seg": 91.40933, "aux.loss_ce": 0.10391, "aux.acc_seg": 89.49319, "loss": 0.30331, "time": 0.64038}
{"mode": "train", "epoch": 93, "iter": 116850, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.19688, "decode.acc_seg": 91.56477, "aux.loss_ce": 0.10306, "aux.acc_seg": 89.54038, "loss": 0.29995, "time": 0.61434}
{"mode": "train", "epoch": 93, "iter": 116900, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.20033, "decode.acc_seg": 91.60234, "aux.loss_ce": 0.1063, "aux.acc_seg": 89.3041, "loss": 0.30663, "time": 0.64293}
{"mode": "train", "epoch": 93, "iter": 116950, "lr": 2e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.19412, "decode.acc_seg": 91.59764, "aux.loss_ce": 0.10086, "aux.acc_seg": 89.67022, "loss": 0.29498, "time": 0.63874}
{"mode": "train", "epoch": 93, "iter": 117000, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.21026, "decode.acc_seg": 91.28681, "aux.loss_ce": 0.11007, "aux.acc_seg": 89.26368, "loss": 0.32034, "time": 0.63277}
{"mode": "train", "epoch": 93, "iter": 117050, "lr": 2e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.20402, "decode.acc_seg": 91.42361, "aux.loss_ce": 0.10824, "aux.acc_seg": 89.22994, "loss": 0.31226, "time": 0.62464}
{"mode": "train", "epoch": 93, "iter": 117100, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19999, "decode.acc_seg": 91.47473, "aux.loss_ce": 0.10526, "aux.acc_seg": 89.40341, "loss": 0.30524, "time": 0.63293}
{"mode": "train", "epoch": 93, "iter": 117150, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19438, "decode.acc_seg": 91.76767, "aux.loss_ce": 0.10238, "aux.acc_seg": 89.75065, "loss": 0.29676, "time": 0.64875}
{"mode": "train", "epoch": 93, "iter": 117200, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.19902, "decode.acc_seg": 91.52952, "aux.loss_ce": 0.10529, "aux.acc_seg": 89.30841, "loss": 0.30431, "time": 0.62562}
{"mode": "train", "epoch": 93, "iter": 117250, "lr": 2e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.19607, "decode.acc_seg": 91.47249, "aux.loss_ce": 0.10081, "aux.acc_seg": 89.63942, "loss": 0.29688, "time": 0.62635}
{"mode": "train", "epoch": 93, "iter": 117300, "lr": 2e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19836, "decode.acc_seg": 91.62098, "aux.loss_ce": 0.10441, "aux.acc_seg": 89.50849, "loss": 0.30276, "time": 0.64115}
{"mode": "train", "epoch": 93, "iter": 117350, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.21006, "decode.acc_seg": 91.33073, "aux.loss_ce": 0.1088, "aux.acc_seg": 89.25227, "loss": 0.31886, "time": 0.63887}
{"mode": "train", "epoch": 93, "iter": 117400, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.21368, "decode.acc_seg": 90.90544, "aux.loss_ce": 0.10904, "aux.acc_seg": 88.99332, "loss": 0.32272, "time": 0.62382}
{"mode": "train", "epoch": 93, "iter": 117450, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.21077, "decode.acc_seg": 90.94963, "aux.loss_ce": 0.11163, "aux.acc_seg": 88.83373, "loss": 0.3224, "time": 0.62444}
{"mode": "train", "epoch": 94, "iter": 117500, "lr": 2e-05, "memory": 43699, "data_time": 0.06253, "decode.loss_ce": 0.19108, "decode.acc_seg": 91.77061, "aux.loss_ce": 0.10135, "aux.acc_seg": 89.74628, "loss": 0.29243, "time": 0.68977}
{"mode": "train", "epoch": 94, "iter": 117550, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.19504, "decode.acc_seg": 91.84277, "aux.loss_ce": 0.10217, "aux.acc_seg": 89.85892, "loss": 0.29721, "time": 0.63991}
{"mode": "train", "epoch": 94, "iter": 117600, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.20368, "decode.acc_seg": 91.42724, "aux.loss_ce": 0.10771, "aux.acc_seg": 89.4889, "loss": 0.31139, "time": 0.62261}
{"mode": "train", "epoch": 94, "iter": 117650, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.19486, "decode.acc_seg": 91.72032, "aux.loss_ce": 0.10217, "aux.acc_seg": 89.72854, "loss": 0.29703, "time": 0.63292}
{"mode": "train", "epoch": 94, "iter": 117700, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.20139, "decode.acc_seg": 91.54906, "aux.loss_ce": 0.10539, "aux.acc_seg": 89.54897, "loss": 0.30678, "time": 0.6327}
{"mode": "train", "epoch": 94, "iter": 117750, "lr": 2e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.20736, "decode.acc_seg": 91.3769, "aux.loss_ce": 0.10729, "aux.acc_seg": 89.40619, "loss": 0.31465, "time": 0.63956}
{"mode": "train", "epoch": 94, "iter": 117800, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.19525, "decode.acc_seg": 91.74202, "aux.loss_ce": 0.10093, "aux.acc_seg": 89.9072, "loss": 0.29618, "time": 0.62257}
{"mode": "train", "epoch": 94, "iter": 117850, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19844, "decode.acc_seg": 91.86421, "aux.loss_ce": 0.10543, "aux.acc_seg": 89.6045, "loss": 0.30387, "time": 0.63297}
{"mode": "train", "epoch": 94, "iter": 117900, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.1952, "decode.acc_seg": 91.80096, "aux.loss_ce": 0.10015, "aux.acc_seg": 89.90117, "loss": 0.29535, "time": 0.63436}
{"mode": "train", "epoch": 94, "iter": 117950, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.1971, "decode.acc_seg": 91.5755, "aux.loss_ce": 0.10235, "aux.acc_seg": 89.57402, "loss": 0.29945, "time": 0.63932}
{"mode": "train", "epoch": 94, "iter": 118000, "lr": 2e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20985, "decode.acc_seg": 91.08969, "aux.loss_ce": 0.10891, "aux.acc_seg": 88.98941, "loss": 0.31876, "time": 0.61542}
{"mode": "train", "epoch": 94, "iter": 118050, "lr": 2e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.19575, "decode.acc_seg": 91.73484, "aux.loss_ce": 0.10248, "aux.acc_seg": 89.83502, "loss": 0.29823, "time": 0.63355}
{"mode": "train", "epoch": 94, "iter": 118100, "lr": 2e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.20962, "decode.acc_seg": 91.16269, "aux.loss_ce": 0.11025, "aux.acc_seg": 88.86852, "loss": 0.31986, "time": 0.63461}
{"mode": "train", "epoch": 94, "iter": 118150, "lr": 2e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.18849, "decode.acc_seg": 92.00908, "aux.loss_ce": 0.09931, "aux.acc_seg": 89.9126, "loss": 0.28779, "time": 0.64709}
{"mode": "train", "epoch": 94, "iter": 118200, "lr": 2e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.20258, "decode.acc_seg": 91.50014, "aux.loss_ce": 0.10705, "aux.acc_seg": 89.28942, "loss": 0.30964, "time": 0.61574}
{"mode": "train", "epoch": 94, "iter": 118250, "lr": 2e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.1976, "decode.acc_seg": 91.39188, "aux.loss_ce": 0.1047, "aux.acc_seg": 89.2358, "loss": 0.3023, "time": 0.63315}
{"mode": "train", "epoch": 94, "iter": 118300, "lr": 2e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.19848, "decode.acc_seg": 91.65974, "aux.loss_ce": 0.1054, "aux.acc_seg": 89.49766, "loss": 0.30387, "time": 0.63326}
{"mode": "train", "epoch": 94, "iter": 118350, "lr": 2e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.20369, "decode.acc_seg": 91.35562, "aux.loss_ce": 0.10651, "aux.acc_seg": 89.27946, "loss": 0.31019, "time": 0.64692}
{"mode": "train", "epoch": 94, "iter": 118400, "lr": 2e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.19043, "decode.acc_seg": 91.98264, "aux.loss_ce": 0.09901, "aux.acc_seg": 90.12814, "loss": 0.28943, "time": 0.61498}
{"mode": "train", "epoch": 94, "iter": 118450, "lr": 2e-05, "memory": 43699, "data_time": 0.00795, "decode.loss_ce": 0.20014, "decode.acc_seg": 91.50531, "aux.loss_ce": 0.10131, "aux.acc_seg": 89.8219, "loss": 0.30145, "time": 0.63417}
{"mode": "train", "epoch": 94, "iter": 118500, "lr": 2e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19182, "decode.acc_seg": 91.84613, "aux.loss_ce": 0.10167, "aux.acc_seg": 89.73269, "loss": 0.29349, "time": 0.63313}
{"mode": "train", "epoch": 94, "iter": 118550, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.19617, "decode.acc_seg": 91.59335, "aux.loss_ce": 0.10384, "aux.acc_seg": 89.32221, "loss": 0.30001, "time": 0.6462}
{"mode": "train", "epoch": 94, "iter": 118600, "lr": 2e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.20322, "decode.acc_seg": 91.38006, "aux.loss_ce": 0.10575, "aux.acc_seg": 89.41141, "loss": 0.30897, "time": 0.6143}
{"mode": "train", "epoch": 94, "iter": 118650, "lr": 2e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.21396, "decode.acc_seg": 91.19586, "aux.loss_ce": 0.11308, "aux.acc_seg": 89.01474, "loss": 0.32704, "time": 0.63289}
{"mode": "train", "epoch": 94, "iter": 118700, "lr": 2e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.20244, "decode.acc_seg": 91.43253, "aux.loss_ce": 0.10563, "aux.acc_seg": 89.52325, "loss": 0.30808, "time": 0.63393}
{"mode": "train", "epoch": 95, "iter": 118750, "lr": 2e-05, "memory": 43699, "data_time": 0.05487, "decode.loss_ce": 0.20078, "decode.acc_seg": 91.55875, "aux.loss_ce": 0.10621, "aux.acc_seg": 89.20205, "loss": 0.30699, "time": 0.69939}
{"mode": "train", "epoch": 95, "iter": 118800, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18744, "decode.acc_seg": 92.05008, "aux.loss_ce": 0.09931, "aux.acc_seg": 90.03144, "loss": 0.28674, "time": 0.61567}
{"mode": "train", "epoch": 95, "iter": 118850, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19004, "decode.acc_seg": 91.93983, "aux.loss_ce": 0.10281, "aux.acc_seg": 89.53539, "loss": 0.29285, "time": 0.64125}
{"mode": "train", "epoch": 95, "iter": 118900, "lr": 2e-05, "memory": 43699, "data_time": 0.00789, "decode.loss_ce": 0.18283, "decode.acc_seg": 92.1144, "aux.loss_ce": 0.09626, "aux.acc_seg": 90.08912, "loss": 0.2791, "time": 0.63214}
{"mode": "train", "epoch": 95, "iter": 118950, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.19382, "decode.acc_seg": 91.75273, "aux.loss_ce": 0.10014, "aux.acc_seg": 89.86172, "loss": 0.29396, "time": 0.64018}
{"mode": "train", "epoch": 95, "iter": 119000, "lr": 2e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.19928, "decode.acc_seg": 91.50631, "aux.loss_ce": 0.10414, "aux.acc_seg": 89.56827, "loss": 0.30342, "time": 0.62448}
{"mode": "train", "epoch": 95, "iter": 119050, "lr": 2e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.19441, "decode.acc_seg": 91.7728, "aux.loss_ce": 0.10357, "aux.acc_seg": 89.58177, "loss": 0.29799, "time": 0.63493}
{"mode": "train", "epoch": 95, "iter": 119100, "lr": 2e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.19744, "decode.acc_seg": 91.63852, "aux.loss_ce": 0.10203, "aux.acc_seg": 89.62933, "loss": 0.29947, "time": 0.64997}
{"mode": "train", "epoch": 95, "iter": 119150, "lr": 2e-05, "memory": 43699, "data_time": 0.00776, "decode.loss_ce": 0.18992, "decode.acc_seg": 91.74105, "aux.loss_ce": 0.10007, "aux.acc_seg": 89.76235, "loss": 0.28998, "time": 0.63297}
{"mode": "train", "epoch": 95, "iter": 119200, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19523, "decode.acc_seg": 91.8538, "aux.loss_ce": 0.10191, "aux.acc_seg": 89.81866, "loss": 0.29714, "time": 0.62832}
{"mode": "train", "epoch": 95, "iter": 119250, "lr": 2e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.19769, "decode.acc_seg": 91.5834, "aux.loss_ce": 0.10603, "aux.acc_seg": 89.203, "loss": 0.30372, "time": 0.64335}
{"mode": "train", "epoch": 95, "iter": 119300, "lr": 2e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.20001, "decode.acc_seg": 91.56464, "aux.loss_ce": 0.10526, "aux.acc_seg": 89.40851, "loss": 0.30527, "time": 0.63124}
{"mode": "train", "epoch": 95, "iter": 119350, "lr": 2e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.19349, "decode.acc_seg": 91.51932, "aux.loss_ce": 0.10264, "aux.acc_seg": 89.44522, "loss": 0.29613, "time": 0.62374}
{"mode": "train", "epoch": 95, "iter": 119400, "lr": 2e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.19919, "decode.acc_seg": 91.72302, "aux.loss_ce": 0.10239, "aux.acc_seg": 89.91921, "loss": 0.30158, "time": 0.62506}
{"mode": "train", "epoch": 95, "iter": 119450, "lr": 2e-05, "memory": 43699, "data_time": 0.01505, "decode.loss_ce": 0.20968, "decode.acc_seg": 91.35597, "aux.loss_ce": 0.10885, "aux.acc_seg": 89.33092, "loss": 0.31852, "time": 0.64079}
{"mode": "train", "epoch": 95, "iter": 119500, "lr": 2e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.19779, "decode.acc_seg": 91.77069, "aux.loss_ce": 0.10354, "aux.acc_seg": 89.67033, "loss": 0.30133, "time": 0.6327}
{"mode": "train", "epoch": 95, "iter": 119550, "lr": 2e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.20871, "decode.acc_seg": 91.24859, "aux.loss_ce": 0.108, "aux.acc_seg": 89.26072, "loss": 0.3167, "time": 0.63086}
{"mode": "train", "epoch": 95, "iter": 119600, "lr": 2e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.20542, "decode.acc_seg": 91.42966, "aux.loss_ce": 0.1057, "aux.acc_seg": 89.55187, "loss": 0.31112, "time": 0.6324}
{"mode": "train", "epoch": 95, "iter": 119650, "lr": 2e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.21539, "decode.acc_seg": 91.01245, "aux.loss_ce": 0.11218, "aux.acc_seg": 89.08323, "loss": 0.32756, "time": 0.63345}
{"mode": "train", "epoch": 95, "iter": 119700, "lr": 2e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19264, "decode.acc_seg": 91.69376, "aux.loss_ce": 0.10158, "aux.acc_seg": 89.54133, "loss": 0.29421, "time": 0.63134}
{"mode": "train", "epoch": 95, "iter": 119750, "lr": 2e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.19759, "decode.acc_seg": 91.77643, "aux.loss_ce": 0.10335, "aux.acc_seg": 89.76299, "loss": 0.30094, "time": 0.62966}
{"mode": "train", "epoch": 95, "iter": 119800, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.20259, "decode.acc_seg": 91.40302, "aux.loss_ce": 0.106, "aux.acc_seg": 89.2945, "loss": 0.30858, "time": 0.63245}
{"mode": "train", "epoch": 95, "iter": 119850, "lr": 2e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.20184, "decode.acc_seg": 91.51216, "aux.loss_ce": 0.10774, "aux.acc_seg": 89.36682, "loss": 0.30959, "time": 0.63249}
{"mode": "train", "epoch": 95, "iter": 119900, "lr": 2e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.21016, "decode.acc_seg": 91.14727, "aux.loss_ce": 0.1102, "aux.acc_seg": 89.00307, "loss": 0.32036, "time": 0.63999}
{"mode": "train", "epoch": 95, "iter": 119950, "lr": 2e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19781, "decode.acc_seg": 91.5851, "aux.loss_ce": 0.1036, "aux.acc_seg": 89.59966, "loss": 0.3014, "time": 0.62254}
{"mode": "train", "epoch": 96, "iter": 120000, "lr": 2e-05, "memory": 43699, "data_time": 0.0512, "decode.loss_ce": 0.19808, "decode.acc_seg": 91.57162, "aux.loss_ce": 0.10519, "aux.acc_seg": 89.41624, "loss": 0.30327, "time": 0.67801}
{"mode": "train", "epoch": 96, "iter": 120050, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.19205, "decode.acc_seg": 91.85213, "aux.loss_ce": 0.10126, "aux.acc_seg": 89.86427, "loss": 0.29331, "time": 0.63493}
{"mode": "train", "epoch": 96, "iter": 120100, "lr": 1e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.19583, "decode.acc_seg": 91.77905, "aux.loss_ce": 0.10453, "aux.acc_seg": 89.42369, "loss": 0.30036, "time": 0.64015}
{"mode": "train", "epoch": 96, "iter": 120150, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.1969, "decode.acc_seg": 91.73394, "aux.loss_ce": 0.10155, "aux.acc_seg": 89.85805, "loss": 0.29845, "time": 0.62423}
{"mode": "train", "epoch": 96, "iter": 120200, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19642, "decode.acc_seg": 91.68516, "aux.loss_ce": 0.10122, "aux.acc_seg": 89.99258, "loss": 0.29764, "time": 0.63456}
{"mode": "train", "epoch": 96, "iter": 120250, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.19756, "decode.acc_seg": 91.74315, "aux.loss_ce": 0.10284, "aux.acc_seg": 89.81011, "loss": 0.3004, "time": 0.63338}
{"mode": "train", "epoch": 96, "iter": 120300, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.19753, "decode.acc_seg": 91.54689, "aux.loss_ce": 0.10561, "aux.acc_seg": 89.37667, "loss": 0.30313, "time": 0.64094}
{"mode": "train", "epoch": 96, "iter": 120350, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.2032, "decode.acc_seg": 91.42714, "aux.loss_ce": 0.1078, "aux.acc_seg": 89.17438, "loss": 0.311, "time": 0.62278}
{"mode": "train", "epoch": 96, "iter": 120400, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.18604, "decode.acc_seg": 92.25823, "aux.loss_ce": 0.09647, "aux.acc_seg": 90.32202, "loss": 0.28251, "time": 0.63167}
{"mode": "train", "epoch": 96, "iter": 120450, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.1883, "decode.acc_seg": 91.97611, "aux.loss_ce": 0.09951, "aux.acc_seg": 90.01987, "loss": 0.28781, "time": 0.63296}
{"mode": "train", "epoch": 96, "iter": 120500, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.20048, "decode.acc_seg": 91.42768, "aux.loss_ce": 0.1052, "aux.acc_seg": 89.40526, "loss": 0.30568, "time": 0.64048}
{"mode": "train", "epoch": 96, "iter": 120550, "lr": 1e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.20057, "decode.acc_seg": 91.62879, "aux.loss_ce": 0.10581, "aux.acc_seg": 89.45696, "loss": 0.30638, "time": 0.62463}
{"mode": "train", "epoch": 96, "iter": 120600, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.1899, "decode.acc_seg": 92.04156, "aux.loss_ce": 0.0996, "aux.acc_seg": 90.06666, "loss": 0.2895, "time": 0.63261}
{"mode": "train", "epoch": 96, "iter": 120650, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.19404, "decode.acc_seg": 91.68216, "aux.loss_ce": 0.10107, "aux.acc_seg": 89.62841, "loss": 0.29511, "time": 0.63322}
{"mode": "train", "epoch": 96, "iter": 120700, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19335, "decode.acc_seg": 91.82487, "aux.loss_ce": 0.10243, "aux.acc_seg": 89.87492, "loss": 0.29577, "time": 0.63927}
{"mode": "train", "epoch": 96, "iter": 120750, "lr": 1e-05, "memory": 43699, "data_time": 0.01506, "decode.loss_ce": 0.2051, "decode.acc_seg": 91.34849, "aux.loss_ce": 0.10533, "aux.acc_seg": 89.41981, "loss": 0.31043, "time": 0.62334}
{"mode": "train", "epoch": 96, "iter": 120800, "lr": 1e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.19831, "decode.acc_seg": 91.7125, "aux.loss_ce": 0.10245, "aux.acc_seg": 89.91353, "loss": 0.30076, "time": 0.63546}
{"mode": "train", "epoch": 96, "iter": 120850, "lr": 1e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.1989, "decode.acc_seg": 91.54707, "aux.loss_ce": 0.10556, "aux.acc_seg": 89.40674, "loss": 0.30446, "time": 0.64129}
{"mode": "train", "epoch": 96, "iter": 120900, "lr": 1e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.20831, "decode.acc_seg": 91.31847, "aux.loss_ce": 0.10867, "aux.acc_seg": 89.2587, "loss": 0.31698, "time": 0.64008}
{"mode": "train", "epoch": 96, "iter": 120950, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18901, "decode.acc_seg": 92.06486, "aux.loss_ce": 0.0998, "aux.acc_seg": 90.07039, "loss": 0.28882, "time": 0.62554}
{"mode": "train", "epoch": 96, "iter": 121000, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.1883, "decode.acc_seg": 91.7949, "aux.loss_ce": 0.09896, "aux.acc_seg": 89.90437, "loss": 0.28726, "time": 0.62366}
{"mode": "train", "epoch": 96, "iter": 121050, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19381, "decode.acc_seg": 91.6529, "aux.loss_ce": 0.1019, "aux.acc_seg": 89.55052, "loss": 0.29571, "time": 0.64605}
{"mode": "train", "epoch": 96, "iter": 121100, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19504, "decode.acc_seg": 91.53894, "aux.loss_ce": 0.10289, "aux.acc_seg": 89.53599, "loss": 0.29794, "time": 0.63155}
{"mode": "train", "epoch": 96, "iter": 121150, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19961, "decode.acc_seg": 91.33531, "aux.loss_ce": 0.10395, "aux.acc_seg": 89.29872, "loss": 0.30356, "time": 0.62484}
{"mode": "train", "epoch": 96, "iter": 121200, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.20023, "decode.acc_seg": 91.22174, "aux.loss_ce": 0.10586, "aux.acc_seg": 89.09529, "loss": 0.30608, "time": 0.63273}
{"mode": "train", "epoch": 97, "iter": 121250, "lr": 1e-05, "memory": 43699, "data_time": 0.05607, "decode.loss_ce": 0.19114, "decode.acc_seg": 91.81661, "aux.loss_ce": 0.10156, "aux.acc_seg": 89.60641, "loss": 0.2927, "time": 0.68918}
{"mode": "train", "epoch": 97, "iter": 121300, "lr": 1e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.19613, "decode.acc_seg": 91.742, "aux.loss_ce": 0.10376, "aux.acc_seg": 89.61569, "loss": 0.29989, "time": 0.63117}
{"mode": "train", "epoch": 97, "iter": 121350, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.20492, "decode.acc_seg": 91.21214, "aux.loss_ce": 0.10842, "aux.acc_seg": 88.91718, "loss": 0.31334, "time": 0.62509}
{"mode": "train", "epoch": 97, "iter": 121400, "lr": 1e-05, "memory": 43699, "data_time": 0.01495, "decode.loss_ce": 0.19006, "decode.acc_seg": 92.12927, "aux.loss_ce": 0.10029, "aux.acc_seg": 90.07719, "loss": 0.29034, "time": 0.63174}
{"mode": "train", "epoch": 97, "iter": 121450, "lr": 1e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.19685, "decode.acc_seg": 91.62079, "aux.loss_ce": 0.10419, "aux.acc_seg": 89.3989, "loss": 0.30105, "time": 0.62275}
{"mode": "train", "epoch": 97, "iter": 121500, "lr": 1e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.20285, "decode.acc_seg": 91.3559, "aux.loss_ce": 0.10654, "aux.acc_seg": 89.30185, "loss": 0.30939, "time": 0.63244}
{"mode": "train", "epoch": 97, "iter": 121550, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18706, "decode.acc_seg": 92.11296, "aux.loss_ce": 0.09765, "aux.acc_seg": 90.31541, "loss": 0.28471, "time": 0.6326}
{"mode": "train", "epoch": 97, "iter": 121600, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.19055, "decode.acc_seg": 91.74992, "aux.loss_ce": 0.1012, "aux.acc_seg": 89.65277, "loss": 0.29176, "time": 0.63216}
{"mode": "train", "epoch": 97, "iter": 121650, "lr": 1e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.19636, "decode.acc_seg": 91.60243, "aux.loss_ce": 0.1019, "aux.acc_seg": 89.85829, "loss": 0.29826, "time": 0.62387}
{"mode": "train", "epoch": 97, "iter": 121700, "lr": 1e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.20246, "decode.acc_seg": 91.55503, "aux.loss_ce": 0.10717, "aux.acc_seg": 89.49888, "loss": 0.30964, "time": 0.63302}
{"mode": "train", "epoch": 97, "iter": 121750, "lr": 1e-05, "memory": 43699, "data_time": 0.00789, "decode.loss_ce": 0.19446, "decode.acc_seg": 91.83881, "aux.loss_ce": 0.10009, "aux.acc_seg": 90.03213, "loss": 0.29455, "time": 0.64206}
{"mode": "train", "epoch": 97, "iter": 121800, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.20085, "decode.acc_seg": 91.31637, "aux.loss_ce": 0.1061, "aux.acc_seg": 89.12045, "loss": 0.30694, "time": 0.62353}
{"mode": "train", "epoch": 97, "iter": 121850, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18882, "decode.acc_seg": 91.93127, "aux.loss_ce": 0.09847, "aux.acc_seg": 89.94442, "loss": 0.28729, "time": 0.6397}
{"mode": "train", "epoch": 97, "iter": 121900, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19925, "decode.acc_seg": 91.39789, "aux.loss_ce": 0.10478, "aux.acc_seg": 89.31722, "loss": 0.30403, "time": 0.63156}
{"mode": "train", "epoch": 97, "iter": 121950, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19105, "decode.acc_seg": 92.03896, "aux.loss_ce": 0.09852, "aux.acc_seg": 90.30534, "loss": 0.28957, "time": 0.63308}
{"mode": "train", "epoch": 97, "iter": 122000, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.19118, "decode.acc_seg": 91.70882, "aux.loss_ce": 0.10059, "aux.acc_seg": 89.60525, "loss": 0.29176, "time": 0.62323}
{"mode": "train", "epoch": 97, "iter": 122050, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.20658, "decode.acc_seg": 91.56743, "aux.loss_ce": 0.10904, "aux.acc_seg": 89.48302, "loss": 0.31562, "time": 0.63965}
{"mode": "train", "epoch": 97, "iter": 122100, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.20238, "decode.acc_seg": 91.6803, "aux.loss_ce": 0.1035, "aux.acc_seg": 89.78617, "loss": 0.30588, "time": 0.62282}
{"mode": "train", "epoch": 97, "iter": 122150, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.20109, "decode.acc_seg": 91.55664, "aux.loss_ce": 0.10638, "aux.acc_seg": 89.32409, "loss": 0.30746, "time": 0.63261}
{"mode": "train", "epoch": 97, "iter": 122200, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19426, "decode.acc_seg": 91.70951, "aux.loss_ce": 0.10152, "aux.acc_seg": 89.65126, "loss": 0.29578, "time": 0.62647}
{"mode": "train", "epoch": 97, "iter": 122250, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.19639, "decode.acc_seg": 91.64959, "aux.loss_ce": 0.10337, "aux.acc_seg": 89.6204, "loss": 0.29977, "time": 0.64975}
{"mode": "train", "epoch": 97, "iter": 122300, "lr": 1e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.19464, "decode.acc_seg": 91.62208, "aux.loss_ce": 0.10082, "aux.acc_seg": 89.74095, "loss": 0.29546, "time": 0.62283}
{"mode": "train", "epoch": 97, "iter": 122350, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.19263, "decode.acc_seg": 91.5556, "aux.loss_ce": 0.10127, "aux.acc_seg": 89.44827, "loss": 0.2939, "time": 0.63283}
{"mode": "train", "epoch": 97, "iter": 122400, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.19922, "decode.acc_seg": 91.65995, "aux.loss_ce": 0.10625, "aux.acc_seg": 89.47611, "loss": 0.30548, "time": 0.62384}
{"mode": "train", "epoch": 97, "iter": 122450, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.20009, "decode.acc_seg": 91.55527, "aux.loss_ce": 0.10698, "aux.acc_seg": 89.26494, "loss": 0.30707, "time": 0.63958}
{"mode": "train", "epoch": 97, "iter": 122500, "lr": 1e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.19739, "decode.acc_seg": 91.80022, "aux.loss_ce": 0.10297, "aux.acc_seg": 89.88648, "loss": 0.30037, "time": 0.63145}
{"mode": "train", "epoch": 98, "iter": 122550, "lr": 1e-05, "memory": 43699, "data_time": 0.05328, "decode.loss_ce": 0.19712, "decode.acc_seg": 91.79906, "aux.loss_ce": 0.10306, "aux.acc_seg": 89.73519, "loss": 0.30018, "time": 0.68279}
{"mode": "train", "epoch": 98, "iter": 122600, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.19323, "decode.acc_seg": 91.85526, "aux.loss_ce": 0.10025, "aux.acc_seg": 90.05065, "loss": 0.29348, "time": 0.62369}
{"mode": "train", "epoch": 98, "iter": 122650, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18254, "decode.acc_seg": 92.20543, "aux.loss_ce": 0.09554, "aux.acc_seg": 90.30626, "loss": 0.27808, "time": 0.64019}
{"mode": "train", "epoch": 98, "iter": 122700, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18456, "decode.acc_seg": 91.90925, "aux.loss_ce": 0.09944, "aux.acc_seg": 89.83223, "loss": 0.28399, "time": 0.63322}
{"mode": "train", "epoch": 98, "iter": 122750, "lr": 1e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.18653, "decode.acc_seg": 92.20976, "aux.loss_ce": 0.09938, "aux.acc_seg": 90.10285, "loss": 0.2859, "time": 0.62212}
{"mode": "train", "epoch": 98, "iter": 122800, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.20456, "decode.acc_seg": 91.48941, "aux.loss_ce": 0.10723, "aux.acc_seg": 89.32227, "loss": 0.31179, "time": 0.63037}
{"mode": "train", "epoch": 98, "iter": 122850, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19098, "decode.acc_seg": 91.82705, "aux.loss_ce": 0.09873, "aux.acc_seg": 89.99384, "loss": 0.28972, "time": 0.63336}
{"mode": "train", "epoch": 98, "iter": 122900, "lr": 1e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.20039, "decode.acc_seg": 91.53138, "aux.loss_ce": 0.10358, "aux.acc_seg": 89.51437, "loss": 0.30397, "time": 0.63215}
{"mode": "train", "epoch": 98, "iter": 122950, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19472, "decode.acc_seg": 91.84315, "aux.loss_ce": 0.10105, "aux.acc_seg": 90.03815, "loss": 0.29577, "time": 0.62268}
{"mode": "train", "epoch": 98, "iter": 123000, "lr": 1e-05, "memory": 43699, "data_time": 0.00806, "decode.loss_ce": 0.20644, "decode.acc_seg": 91.61418, "aux.loss_ce": 0.10725, "aux.acc_seg": 89.47262, "loss": 0.3137, "time": 0.63132}
{"mode": "train", "epoch": 98, "iter": 123050, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19289, "decode.acc_seg": 91.78269, "aux.loss_ce": 0.10186, "aux.acc_seg": 89.61393, "loss": 0.29474, "time": 0.63263}
{"mode": "train", "epoch": 98, "iter": 123100, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19669, "decode.acc_seg": 91.68446, "aux.loss_ce": 0.10242, "aux.acc_seg": 89.69019, "loss": 0.29911, "time": 0.63289}
{"mode": "train", "epoch": 98, "iter": 123150, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.20619, "decode.acc_seg": 91.28783, "aux.loss_ce": 0.10842, "aux.acc_seg": 89.08689, "loss": 0.31461, "time": 0.641}
{"mode": "train", "epoch": 98, "iter": 123200, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.19862, "decode.acc_seg": 91.59058, "aux.loss_ce": 0.10534, "aux.acc_seg": 89.34062, "loss": 0.30395, "time": 0.63352}
{"mode": "train", "epoch": 98, "iter": 123250, "lr": 1e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.1983, "decode.acc_seg": 91.72743, "aux.loss_ce": 0.10445, "aux.acc_seg": 89.61693, "loss": 0.30275, "time": 0.62316}
{"mode": "train", "epoch": 98, "iter": 123300, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.1962, "decode.acc_seg": 91.80929, "aux.loss_ce": 0.10251, "aux.acc_seg": 89.69152, "loss": 0.29871, "time": 0.63207}
{"mode": "train", "epoch": 98, "iter": 123350, "lr": 1e-05, "memory": 43699, "data_time": 0.01489, "decode.loss_ce": 0.19861, "decode.acc_seg": 91.66783, "aux.loss_ce": 0.10282, "aux.acc_seg": 89.63923, "loss": 0.30142, "time": 0.63072}
{"mode": "train", "epoch": 98, "iter": 123400, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.19092, "decode.acc_seg": 91.93253, "aux.loss_ce": 0.10056, "aux.acc_seg": 89.89025, "loss": 0.29148, "time": 0.63105}
{"mode": "train", "epoch": 98, "iter": 123450, "lr": 1e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.21128, "decode.acc_seg": 91.07125, "aux.loss_ce": 0.10851, "aux.acc_seg": 89.07638, "loss": 0.31978, "time": 0.63112}
{"mode": "train", "epoch": 98, "iter": 123500, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19242, "decode.acc_seg": 91.93005, "aux.loss_ce": 0.10229, "aux.acc_seg": 89.94962, "loss": 0.29471, "time": 0.64063}
{"mode": "train", "epoch": 98, "iter": 123550, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.19977, "decode.acc_seg": 91.64748, "aux.loss_ce": 0.10262, "aux.acc_seg": 89.69069, "loss": 0.30239, "time": 0.62327}
{"mode": "train", "epoch": 98, "iter": 123600, "lr": 1e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.19932, "decode.acc_seg": 91.74861, "aux.loss_ce": 0.10507, "aux.acc_seg": 89.67552, "loss": 0.30439, "time": 0.63206}
{"mode": "train", "epoch": 98, "iter": 123650, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18277, "decode.acc_seg": 92.01013, "aux.loss_ce": 0.09672, "aux.acc_seg": 90.07095, "loss": 0.27949, "time": 0.63247}
{"mode": "train", "epoch": 98, "iter": 123700, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.19105, "decode.acc_seg": 91.94605, "aux.loss_ce": 0.1005, "aux.acc_seg": 89.89444, "loss": 0.29154, "time": 0.6288}
{"mode": "train", "epoch": 98, "iter": 123750, "lr": 1e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.19808, "decode.acc_seg": 91.49503, "aux.loss_ce": 0.10362, "aux.acc_seg": 89.52041, "loss": 0.3017, "time": 0.63389}
{"mode": "train", "epoch": 99, "iter": 123800, "lr": 1e-05, "memory": 43699, "data_time": 0.05508, "decode.loss_ce": 0.18805, "decode.acc_seg": 92.00012, "aux.loss_ce": 0.0997, "aux.acc_seg": 89.85208, "loss": 0.28775, "time": 0.69192}
{"mode": "train", "epoch": 99, "iter": 123850, "lr": 1e-05, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.1962, "decode.acc_seg": 91.50719, "aux.loss_ce": 0.10072, "aux.acc_seg": 89.84027, "loss": 0.29692, "time": 0.62475}
{"mode": "train", "epoch": 99, "iter": 123900, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19565, "decode.acc_seg": 91.78343, "aux.loss_ce": 0.10385, "aux.acc_seg": 89.61751, "loss": 0.2995, "time": 0.62998}
{"mode": "train", "epoch": 99, "iter": 123950, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.19518, "decode.acc_seg": 91.90816, "aux.loss_ce": 0.10242, "aux.acc_seg": 89.84558, "loss": 0.2976, "time": 0.63295}
{"mode": "train", "epoch": 99, "iter": 124000, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.1943, "decode.acc_seg": 91.77144, "aux.loss_ce": 0.10061, "aux.acc_seg": 89.86981, "loss": 0.29491, "time": 0.62492}
{"mode": "train", "epoch": 99, "iter": 124050, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.19597, "decode.acc_seg": 91.53501, "aux.loss_ce": 0.10338, "aux.acc_seg": 89.65154, "loss": 0.29934, "time": 0.62419}
{"mode": "train", "epoch": 99, "iter": 124100, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.19535, "decode.acc_seg": 91.80252, "aux.loss_ce": 0.10292, "aux.acc_seg": 89.6922, "loss": 0.29827, "time": 0.62988}
{"mode": "train", "epoch": 99, "iter": 124150, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20362, "decode.acc_seg": 91.23067, "aux.loss_ce": 0.107, "aux.acc_seg": 89.26001, "loss": 0.31062, "time": 0.63369}
{"mode": "train", "epoch": 99, "iter": 124200, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19143, "decode.acc_seg": 91.81407, "aux.loss_ce": 0.10198, "aux.acc_seg": 89.59303, "loss": 0.29341, "time": 0.62555}
{"mode": "train", "epoch": 99, "iter": 124250, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.20471, "decode.acc_seg": 91.33953, "aux.loss_ce": 0.10694, "aux.acc_seg": 89.24433, "loss": 0.31165, "time": 0.62479}
{"mode": "train", "epoch": 99, "iter": 124300, "lr": 1e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18199, "decode.acc_seg": 92.20402, "aux.loss_ce": 0.09756, "aux.acc_seg": 90.22555, "loss": 0.27955, "time": 0.6306}
{"mode": "train", "epoch": 99, "iter": 124350, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19062, "decode.acc_seg": 91.81785, "aux.loss_ce": 0.0982, "aux.acc_seg": 90.04875, "loss": 0.28882, "time": 0.63272}
{"mode": "train", "epoch": 99, "iter": 124400, "lr": 1e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18859, "decode.acc_seg": 92.05041, "aux.loss_ce": 0.09959, "aux.acc_seg": 89.96561, "loss": 0.28818, "time": 0.63532}
{"mode": "train", "epoch": 99, "iter": 124450, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.18996, "decode.acc_seg": 91.71009, "aux.loss_ce": 0.09993, "aux.acc_seg": 89.76336, "loss": 0.28989, "time": 0.63169}
{"mode": "train", "epoch": 99, "iter": 124500, "lr": 1e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.19394, "decode.acc_seg": 91.87899, "aux.loss_ce": 0.10313, "aux.acc_seg": 89.6977, "loss": 0.29707, "time": 0.63007}
{"mode": "train", "epoch": 99, "iter": 124550, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.19908, "decode.acc_seg": 91.52135, "aux.loss_ce": 0.10518, "aux.acc_seg": 89.40808, "loss": 0.30425, "time": 0.63219}
{"mode": "train", "epoch": 99, "iter": 124600, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.20683, "decode.acc_seg": 91.81217, "aux.loss_ce": 0.10881, "aux.acc_seg": 89.83917, "loss": 0.31564, "time": 0.62621}
{"mode": "train", "epoch": 99, "iter": 124650, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18717, "decode.acc_seg": 92.16033, "aux.loss_ce": 0.09908, "aux.acc_seg": 90.11754, "loss": 0.28625, "time": 0.62367}
{"mode": "train", "epoch": 99, "iter": 124700, "lr": 1e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.19943, "decode.acc_seg": 91.84578, "aux.loss_ce": 0.10346, "aux.acc_seg": 89.80198, "loss": 0.30289, "time": 0.63086}
{"mode": "train", "epoch": 99, "iter": 124750, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.19777, "decode.acc_seg": 91.53329, "aux.loss_ce": 0.10218, "aux.acc_seg": 89.56691, "loss": 0.29995, "time": 0.63355}
{"mode": "train", "epoch": 99, "iter": 124800, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.1956, "decode.acc_seg": 91.77675, "aux.loss_ce": 0.10154, "aux.acc_seg": 89.88488, "loss": 0.29715, "time": 0.64077}
{"mode": "train", "epoch": 99, "iter": 124850, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.20185, "decode.acc_seg": 91.36111, "aux.loss_ce": 0.1042, "aux.acc_seg": 89.55075, "loss": 0.30605, "time": 0.62431}
{"mode": "train", "epoch": 99, "iter": 124900, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19081, "decode.acc_seg": 91.96339, "aux.loss_ce": 0.09967, "aux.acc_seg": 90.01841, "loss": 0.29048, "time": 0.63024}
{"mode": "train", "epoch": 99, "iter": 124950, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18611, "decode.acc_seg": 92.0919, "aux.loss_ce": 0.0976, "aux.acc_seg": 90.115, "loss": 0.28371, "time": 0.63455}
{"mode": "train", "epoch": 99, "iter": 125000, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.19781, "decode.acc_seg": 91.62224, "aux.loss_ce": 0.10308, "aux.acc_seg": 89.46769, "loss": 0.30089, "time": 0.62509}
{"mode": "train", "epoch": 100, "iter": 125050, "lr": 1e-05, "memory": 43699, "data_time": 0.05648, "decode.loss_ce": 0.19819, "decode.acc_seg": 91.67273, "aux.loss_ce": 0.10407, "aux.acc_seg": 89.59915, "loss": 0.30226, "time": 0.69091}
{"mode": "train", "epoch": 100, "iter": 125100, "lr": 1e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.19269, "decode.acc_seg": 91.84008, "aux.loss_ce": 0.10057, "aux.acc_seg": 89.93887, "loss": 0.29326, "time": 0.64065}
{"mode": "train", "epoch": 100, "iter": 125150, "lr": 1e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.18953, "decode.acc_seg": 92.031, "aux.loss_ce": 0.10087, "aux.acc_seg": 89.99354, "loss": 0.2904, "time": 0.63422}
{"mode": "train", "epoch": 100, "iter": 125200, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.20076, "decode.acc_seg": 91.45093, "aux.loss_ce": 0.10834, "aux.acc_seg": 89.24504, "loss": 0.3091, "time": 0.62305}
{"mode": "train", "epoch": 100, "iter": 125250, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18295, "decode.acc_seg": 92.16634, "aux.loss_ce": 0.09834, "aux.acc_seg": 89.99681, "loss": 0.28128, "time": 0.63328}
{"mode": "train", "epoch": 100, "iter": 125300, "lr": 1e-05, "memory": 43699, "data_time": 0.01477, "decode.loss_ce": 0.19353, "decode.acc_seg": 91.72429, "aux.loss_ce": 0.1041, "aux.acc_seg": 89.37435, "loss": 0.29762, "time": 0.65117}
{"mode": "train", "epoch": 100, "iter": 125350, "lr": 1e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.1921, "decode.acc_seg": 91.76055, "aux.loss_ce": 0.102, "aux.acc_seg": 89.46779, "loss": 0.2941, "time": 0.62765}
{"mode": "train", "epoch": 100, "iter": 125400, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.18877, "decode.acc_seg": 91.77848, "aux.loss_ce": 0.10434, "aux.acc_seg": 89.39009, "loss": 0.29311, "time": 0.63175}
{"mode": "train", "epoch": 100, "iter": 125450, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.1907, "decode.acc_seg": 91.96495, "aux.loss_ce": 0.10011, "aux.acc_seg": 90.07563, "loss": 0.29081, "time": 0.63044}
{"mode": "train", "epoch": 100, "iter": 125500, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.20597, "decode.acc_seg": 91.5267, "aux.loss_ce": 0.10565, "aux.acc_seg": 89.37468, "loss": 0.31162, "time": 0.64034}
{"mode": "train", "epoch": 100, "iter": 125550, "lr": 1e-05, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.19332, "decode.acc_seg": 91.90146, "aux.loss_ce": 0.10287, "aux.acc_seg": 89.72093, "loss": 0.29618, "time": 0.6251}
{"mode": "train", "epoch": 100, "iter": 125600, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19628, "decode.acc_seg": 91.63366, "aux.loss_ce": 0.10327, "aux.acc_seg": 89.62362, "loss": 0.29955, "time": 0.63235}
{"mode": "train", "epoch": 100, "iter": 125650, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.19173, "decode.acc_seg": 91.74447, "aux.loss_ce": 0.10117, "aux.acc_seg": 89.60288, "loss": 0.2929, "time": 0.63139}
{"mode": "train", "epoch": 100, "iter": 125700, "lr": 1e-05, "memory": 43699, "data_time": 0.01522, "decode.loss_ce": 0.20415, "decode.acc_seg": 91.46105, "aux.loss_ce": 0.10485, "aux.acc_seg": 89.51739, "loss": 0.309, "time": 0.64027}
{"mode": "train", "epoch": 100, "iter": 125750, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.1934, "decode.acc_seg": 91.9618, "aux.loss_ce": 0.10103, "aux.acc_seg": 89.96958, "loss": 0.29444, "time": 0.62672}
{"mode": "train", "epoch": 100, "iter": 125800, "lr": 1e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.19802, "decode.acc_seg": 91.65665, "aux.loss_ce": 0.10579, "aux.acc_seg": 89.21601, "loss": 0.30381, "time": 0.63166}
{"mode": "train", "epoch": 100, "iter": 125850, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.19201, "decode.acc_seg": 91.7824, "aux.loss_ce": 0.10016, "aux.acc_seg": 89.9561, "loss": 0.29218, "time": 0.63836}
{"mode": "train", "epoch": 100, "iter": 125900, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18641, "decode.acc_seg": 91.91258, "aux.loss_ce": 0.09727, "aux.acc_seg": 90.00571, "loss": 0.28368, "time": 0.63307}
{"mode": "train", "epoch": 100, "iter": 125950, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.20816, "decode.acc_seg": 91.25036, "aux.loss_ce": 0.10907, "aux.acc_seg": 89.20802, "loss": 0.31723, "time": 0.63237}
{"mode": "train", "epoch": 100, "iter": 126000, "lr": 1e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.20327, "decode.acc_seg": 91.41333, "aux.loss_ce": 0.10475, "aux.acc_seg": 89.46543, "loss": 0.30802, "time": 0.6321}
{"mode": "train", "epoch": 100, "iter": 126050, "lr": 1e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.19349, "decode.acc_seg": 91.76719, "aux.loss_ce": 0.1036, "aux.acc_seg": 89.56176, "loss": 0.29709, "time": 0.63873}
{"mode": "train", "epoch": 100, "iter": 126100, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.1839, "decode.acc_seg": 92.25712, "aux.loss_ce": 0.09931, "aux.acc_seg": 90.09024, "loss": 0.28321, "time": 0.63257}
{"mode": "train", "epoch": 100, "iter": 126150, "lr": 1e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.19218, "decode.acc_seg": 92.05376, "aux.loss_ce": 0.09982, "aux.acc_seg": 90.11656, "loss": 0.292, "time": 0.62486}
{"mode": "train", "epoch": 100, "iter": 126200, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19181, "decode.acc_seg": 91.82287, "aux.loss_ce": 0.10166, "aux.acc_seg": 89.79321, "loss": 0.29346, "time": 0.63152}
{"mode": "train", "epoch": 100, "iter": 126250, "lr": 1e-05, "memory": 43699, "data_time": 0.01537, "decode.loss_ce": 0.18471, "decode.acc_seg": 92.09178, "aux.loss_ce": 0.09707, "aux.acc_seg": 90.22008, "loss": 0.28177, "time": 0.63794}
{"mode": "train", "epoch": 100, "iter": 126300, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.1883, "decode.acc_seg": 92.11978, "aux.loss_ce": 0.09991, "aux.acc_seg": 90.03835, "loss": 0.28821, "time": 0.63341}
{"mode": "train", "epoch": 101, "iter": 126350, "lr": 1e-05, "memory": 43699, "data_time": 0.05613, "decode.loss_ce": 0.19247, "decode.acc_seg": 91.91783, "aux.loss_ce": 0.1011, "aux.acc_seg": 89.926, "loss": 0.29356, "time": 0.67863}
{"mode": "train", "epoch": 101, "iter": 126400, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18969, "decode.acc_seg": 91.79741, "aux.loss_ce": 0.09933, "aux.acc_seg": 89.80566, "loss": 0.28901, "time": 0.63904}
{"mode": "train", "epoch": 101, "iter": 126450, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19191, "decode.acc_seg": 91.83772, "aux.loss_ce": 0.10094, "aux.acc_seg": 89.68448, "loss": 0.29285, "time": 0.62965}
{"mode": "train", "epoch": 101, "iter": 126500, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19716, "decode.acc_seg": 91.62371, "aux.loss_ce": 0.10613, "aux.acc_seg": 89.18485, "loss": 0.30329, "time": 0.6169}
{"mode": "train", "epoch": 101, "iter": 126550, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.19014, "decode.acc_seg": 91.92726, "aux.loss_ce": 0.0995, "aux.acc_seg": 89.96717, "loss": 0.28964, "time": 0.64156}
{"mode": "train", "epoch": 101, "iter": 126600, "lr": 1e-05, "memory": 43699, "data_time": 0.00791, "decode.loss_ce": 0.19419, "decode.acc_seg": 91.84808, "aux.loss_ce": 0.10449, "aux.acc_seg": 89.69774, "loss": 0.29867, "time": 0.64218}
{"mode": "train", "epoch": 101, "iter": 126650, "lr": 1e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.19449, "decode.acc_seg": 91.5273, "aux.loss_ce": 0.10068, "aux.acc_seg": 89.81864, "loss": 0.29517, "time": 0.63103}
{"mode": "train", "epoch": 101, "iter": 126700, "lr": 1e-05, "memory": 43699, "data_time": 0.00812, "decode.loss_ce": 0.19645, "decode.acc_seg": 91.72299, "aux.loss_ce": 0.10251, "aux.acc_seg": 89.77888, "loss": 0.29896, "time": 0.61643}
{"mode": "train", "epoch": 101, "iter": 126750, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18855, "decode.acc_seg": 91.76156, "aux.loss_ce": 0.10091, "aux.acc_seg": 89.59909, "loss": 0.28945, "time": 0.63503}
{"mode": "train", "epoch": 101, "iter": 126800, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19447, "decode.acc_seg": 91.86059, "aux.loss_ce": 0.10166, "aux.acc_seg": 90.00771, "loss": 0.29613, "time": 0.64297}
{"mode": "train", "epoch": 101, "iter": 126850, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19095, "decode.acc_seg": 91.81382, "aux.loss_ce": 0.09902, "aux.acc_seg": 89.90356, "loss": 0.28997, "time": 0.6331}
{"mode": "train", "epoch": 101, "iter": 126900, "lr": 1e-05, "memory": 43699, "data_time": 0.00807, "decode.loss_ce": 0.19626, "decode.acc_seg": 91.70266, "aux.loss_ce": 0.10363, "aux.acc_seg": 89.56977, "loss": 0.2999, "time": 0.62453}
{"mode": "train", "epoch": 101, "iter": 126950, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.18773, "decode.acc_seg": 91.97727, "aux.loss_ce": 0.09901, "aux.acc_seg": 89.90538, "loss": 0.28674, "time": 0.63465}
{"mode": "train", "epoch": 101, "iter": 127000, "lr": 1e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.19378, "decode.acc_seg": 91.82186, "aux.loss_ce": 0.09963, "aux.acc_seg": 90.1349, "loss": 0.29341, "time": 0.63964}
{"mode": "train", "epoch": 101, "iter": 127050, "lr": 1e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.19928, "decode.acc_seg": 91.45543, "aux.loss_ce": 0.10398, "aux.acc_seg": 89.49302, "loss": 0.30325, "time": 0.63075}
{"mode": "train", "epoch": 101, "iter": 127100, "lr": 1e-05, "memory": 43699, "data_time": 0.00835, "decode.loss_ce": 0.19766, "decode.acc_seg": 91.73716, "aux.loss_ce": 0.10411, "aux.acc_seg": 89.60459, "loss": 0.30177, "time": 0.63289}
{"mode": "train", "epoch": 101, "iter": 127150, "lr": 1e-05, "memory": 43699, "data_time": 0.00837, "decode.loss_ce": 0.20584, "decode.acc_seg": 91.42774, "aux.loss_ce": 0.10745, "aux.acc_seg": 89.3585, "loss": 0.31328, "time": 0.64175}
{"mode": "train", "epoch": 101, "iter": 127200, "lr": 1e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.18534, "decode.acc_seg": 92.14619, "aux.loss_ce": 0.09744, "aux.acc_seg": 90.24555, "loss": 0.28278, "time": 0.63189}
{"mode": "train", "epoch": 101, "iter": 127250, "lr": 1e-05, "memory": 43699, "data_time": 0.01542, "decode.loss_ce": 0.18934, "decode.acc_seg": 91.68418, "aux.loss_ce": 0.10013, "aux.acc_seg": 89.76609, "loss": 0.28947, "time": 0.6405}
{"mode": "train", "epoch": 101, "iter": 127300, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.19608, "decode.acc_seg": 91.61118, "aux.loss_ce": 0.10297, "aux.acc_seg": 89.482, "loss": 0.29906, "time": 0.63611}
{"mode": "train", "epoch": 101, "iter": 127350, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18623, "decode.acc_seg": 91.8258, "aux.loss_ce": 0.09879, "aux.acc_seg": 89.81749, "loss": 0.28502, "time": 0.631}
{"mode": "train", "epoch": 101, "iter": 127400, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.19242, "decode.acc_seg": 91.89735, "aux.loss_ce": 0.10149, "aux.acc_seg": 89.95448, "loss": 0.29391, "time": 0.63167}
{"mode": "train", "epoch": 101, "iter": 127450, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18668, "decode.acc_seg": 91.89106, "aux.loss_ce": 0.0968, "aux.acc_seg": 90.05793, "loss": 0.28348, "time": 0.62367}
{"mode": "train", "epoch": 101, "iter": 127500, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.18742, "decode.acc_seg": 91.85217, "aux.loss_ce": 0.09793, "aux.acc_seg": 90.0211, "loss": 0.28535, "time": 0.64372}
{"mode": "train", "epoch": 101, "iter": 127550, "lr": 1e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.18776, "decode.acc_seg": 91.92284, "aux.loss_ce": 0.09756, "aux.acc_seg": 89.99872, "loss": 0.28532, "time": 0.63233}
{"mode": "train", "epoch": 102, "iter": 127600, "lr": 1e-05, "memory": 43699, "data_time": 0.05396, "decode.loss_ce": 0.19109, "decode.acc_seg": 92.16051, "aux.loss_ce": 0.09943, "aux.acc_seg": 90.20418, "loss": 0.29052, "time": 0.68106}
{"mode": "train", "epoch": 102, "iter": 127650, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19019, "decode.acc_seg": 92.02993, "aux.loss_ce": 0.1004, "aux.acc_seg": 90.11764, "loss": 0.29059, "time": 0.62307}
{"mode": "train", "epoch": 102, "iter": 127700, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19124, "decode.acc_seg": 91.91859, "aux.loss_ce": 0.10091, "aux.acc_seg": 90.03203, "loss": 0.29215, "time": 0.64245}
{"mode": "train", "epoch": 102, "iter": 127750, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.19405, "decode.acc_seg": 91.9076, "aux.loss_ce": 0.10184, "aux.acc_seg": 90.00978, "loss": 0.29589, "time": 0.63158}
{"mode": "train", "epoch": 102, "iter": 127800, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.18791, "decode.acc_seg": 91.91076, "aux.loss_ce": 0.09993, "aux.acc_seg": 89.82389, "loss": 0.28784, "time": 0.63016}
{"mode": "train", "epoch": 102, "iter": 127850, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.183, "decode.acc_seg": 92.20713, "aux.loss_ce": 0.09903, "aux.acc_seg": 90.05721, "loss": 0.28203, "time": 0.62307}
{"mode": "train", "epoch": 102, "iter": 127900, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18951, "decode.acc_seg": 91.86277, "aux.loss_ce": 0.10047, "aux.acc_seg": 89.95816, "loss": 0.28998, "time": 0.64222}
{"mode": "train", "epoch": 102, "iter": 127950, "lr": 1e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.18938, "decode.acc_seg": 92.21848, "aux.loss_ce": 0.09859, "aux.acc_seg": 90.29734, "loss": 0.28797, "time": 0.6323}
{"mode": "train", "epoch": 102, "iter": 128000, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19255, "decode.acc_seg": 91.88628, "aux.loss_ce": 0.10025, "aux.acc_seg": 89.97543, "loss": 0.2928, "time": 0.67939}
{"mode": "val", "epoch": 102, "iter": 250, "lr": 1e-05, "aAcc": 0.8412, "mIoU": 0.5136, "mAcc": 0.6385, "IoU.wall": 0.7933, "IoU.building": 0.8332, "IoU.sky": 0.9467, "IoU.floor": 0.8219, "IoU.tree": 0.758, "IoU.ceiling": 0.8568, "IoU.road": 0.856, "IoU.bed ": 0.9044, "IoU.windowpane": 0.6346, "IoU.grass": 0.689, "IoU.cabinet": 0.6367, "IoU.sidewalk": 0.6716, "IoU.person": 0.833, "IoU.earth": 0.3724, "IoU.door": 0.5558, "IoU.table": 0.6285, "IoU.mountain": 0.6398, "IoU.plant": 0.5244, "IoU.curtain": 0.7686, "IoU.chair": 0.6127, "IoU.car": 0.8605, "IoU.water": 0.5066, "IoU.painting": 0.7322, "IoU.sofa": 0.7047, "IoU.shelf": 0.4566, "IoU.house": 0.4092, "IoU.sea": 0.5653, "IoU.mirror": 0.6908, "IoU.rug": 0.6263, "IoU.field": 0.3041, "IoU.armchair": 0.4854, "IoU.seat": 0.664, "IoU.fence": 0.4634, "IoU.desk": 0.5293, "IoU.rock": 0.4821, "IoU.wardrobe": 0.4671, "IoU.lamp": 0.6687, "IoU.bathtub": 0.8026, "IoU.railing": 0.376, "IoU.cushion": 0.6443, "IoU.base": 0.3083, "IoU.box": 0.2853, "IoU.column": 0.4569, "IoU.signboard": 0.3764, "IoU.chest of drawers": 0.3777, "IoU.counter": 0.3257, "IoU.sand": 0.4526, "IoU.sink": 0.7414, "IoU.skyscraper": 0.4998, "IoU.fireplace": 0.7502, "IoU.refrigerator": 0.8134, "IoU.grandstand": 0.5658, "IoU.path": 0.2234, "IoU.stairs": 0.3142, "IoU.runway": 0.6908, "IoU.case": 0.5462, "IoU.pool table": 0.9286, "IoU.pillow": 0.6129, "IoU.screen door": 0.6659, "IoU.stairway": 0.294, "IoU.river": 0.1007, "IoU.bridge": 0.6935, "IoU.bookcase": 0.3898, "IoU.blind": 0.4589, "IoU.coffee table": 0.5851, "IoU.toilet": 0.8564, "IoU.flower": 0.4186, "IoU.book": 0.4569, "IoU.hill": 0.1442, "IoU.bench": 0.4977, "IoU.countertop": 0.5652, "IoU.stove": 0.7652, "IoU.palm": 0.5236, "IoU.kitchen island": 0.4406, "IoU.computer": 0.7009, "IoU.swivel chair": 0.4916, "IoU.boat": 0.3688, "IoU.bar": 0.3164, "IoU.arcade machine": 0.7121, "IoU.hovel": 0.332, "IoU.bus": 0.842, "IoU.towel": 0.6652, "IoU.light": 0.5752, "IoU.truck": 0.288, "IoU.tower": 0.2788, "IoU.chandelier": 0.7092, "IoU.awning": 0.2628, "IoU.streetlight": 0.2947, "IoU.booth": 0.5661, "IoU.television receiver": 0.7129, "IoU.airplane": 0.6484, "IoU.dirt track": 0.1455, "IoU.apparel": 0.419, "IoU.pole": 0.2299, "IoU.land": 0.043, "IoU.bannister": 0.1846, "IoU.escalator": 0.3981, "IoU.ottoman": 0.5146, "IoU.bottle": 0.4096, "IoU.buffet": 0.5542, "IoU.poster": 0.308, "IoU.stage": 0.2007, "IoU.van": 0.4613, "IoU.ship": 0.2653, "IoU.fountain": 0.2112, "IoU.conveyer belt": 0.7183, "IoU.canopy": 0.3303, "IoU.washer": 0.7949, "IoU.plaything": 0.4181, "IoU.swimming pool": 0.6409, "IoU.stool": 0.4679, "IoU.barrel": 0.5557, "IoU.basket": 0.4111, "IoU.waterfall": 0.5807, "IoU.tent": 0.9124, "IoU.bag": 0.1977, "IoU.minibike": 0.7077, "IoU.cradle": 0.6782, "IoU.oven": 0.3058, "IoU.ball": 0.4546, "IoU.food": 0.5458, "IoU.step": 0.1672, "IoU.tank": 0.5562, "IoU.trade name": 0.2372, "IoU.microwave": 0.586, "IoU.pot": 0.4431, "IoU.animal": 0.6304, "IoU.bicycle": 0.5423, "IoU.lake": 0.5027, "IoU.dishwasher": 0.6903, "IoU.screen": 0.5607, "IoU.blanket": 0.2166, "IoU.sculpture": 0.6642, "IoU.hood": 0.5995, "IoU.sconce": 0.5047, "IoU.vase": 0.4361, "IoU.traffic light": 0.3586, "IoU.tray": 0.0995, "IoU.ashcan": 0.4684, "IoU.fan": 0.6443, "IoU.pier": 0.2858, "IoU.crt screen": 0.0374, "IoU.plate": 0.5844, "IoU.monitor": 0.0947, "IoU.bulletin board": 0.5094, "IoU.shower": 0.0388, "IoU.radiator": 0.6672, "IoU.glass": 0.1556, "IoU.clock": 0.43, "IoU.flag": 0.5986, "Acc.wall": 0.888, "Acc.building": 0.926, "Acc.sky": 0.9775, "Acc.floor": 0.9079, "Acc.tree": 0.8903, "Acc.ceiling": 0.93, "Acc.road": 0.9314, "Acc.bed ": 0.961, "Acc.windowpane": 0.7957, "Acc.grass": 0.8521, "Acc.cabinet": 0.7446, "Acc.sidewalk": 0.779, "Acc.person": 0.9339, "Acc.earth": 0.4763, "Acc.door": 0.7129, "Acc.table": 0.7744, "Acc.mountain": 0.7611, "Acc.plant": 0.6407, "Acc.curtain": 0.8697, "Acc.chair": 0.7407, "Acc.car": 0.9331, "Acc.water": 0.6419, "Acc.painting": 0.9229, "Acc.sofa": 0.8505, "Acc.shelf": 0.6545, "Acc.house": 0.5276, "Acc.sea": 0.7931, "Acc.mirror": 0.7613, "Acc.rug": 0.7476, "Acc.field": 0.4733, "Acc.armchair": 0.6876, "Acc.seat": 0.8568, "Acc.fence": 0.6086, "Acc.desk": 0.713, "Acc.rock": 0.7373, "Acc.wardrobe": 0.6788, "Acc.lamp": 0.7905, "Acc.bathtub": 0.8536, "Acc.railing": 0.5499, "Acc.cushion": 0.779, "Acc.base": 0.4101, "Acc.box": 0.3402, "Acc.column": 0.6144, "Acc.signboard": 0.52, "Acc.chest of drawers": 0.5813, "Acc.counter": 0.4208, "Acc.sand": 0.6925, "Acc.sink": 0.8179, "Acc.skyscraper": 0.6421, "Acc.fireplace": 0.9083, "Acc.refrigerator": 0.9148, "Acc.grandstand": 0.7753, "Acc.path": 0.4305, "Acc.stairs": 0.3712, "Acc.runway": 0.8929, "Acc.case": 0.737, "Acc.pool table": 0.9691, "Acc.pillow": 0.693, "Acc.screen door": 0.6882, "Acc.stairway": 0.4163, "Acc.river": 0.2467, "Acc.bridge": 0.8432, "Acc.bookcase": 0.6406, "Acc.blind": 0.5405, "Acc.coffee table": 0.847, "Acc.toilet": 0.9163, "Acc.flower": 0.5952, "Acc.book": 0.6487, "Acc.hill": 0.1958, "Acc.bench": 0.5651, "Acc.countertop": 0.7359, "Acc.stove": 0.8268, "Acc.palm": 0.7301, "Acc.kitchen island": 0.8061, "Acc.computer": 0.8245, "Acc.swivel chair": 0.631, "Acc.boat": 0.5455, "Acc.bar": 0.4141, "Acc.arcade machine": 0.7495, "Acc.hovel": 0.4008, "Acc.bus": 0.9734, "Acc.towel": 0.7981, "Acc.light": 0.6663, "Acc.truck": 0.3826, "Acc.tower": 0.4489, "Acc.chandelier": 0.8496, "Acc.awning": 0.3317, "Acc.streetlight": 0.3947, "Acc.booth": 0.603, "Acc.television receiver": 0.8199, "Acc.airplane": 0.7601, "Acc.dirt track": 0.2248, "Acc.apparel": 0.6131, "Acc.pole": 0.3557, "Acc.land": 0.0661, "Acc.bannister": 0.222, "Acc.escalator": 0.4767, "Acc.ottoman": 0.6675, "Acc.bottle": 0.6481, "Acc.buffet": 0.6765, "Acc.poster": 0.4637, "Acc.stage": 0.3338, "Acc.van": 0.644, "Acc.ship": 0.4186, "Acc.fountain": 0.2175, "Acc.conveyer belt": 0.9268, "Acc.canopy": 0.5071, "Acc.washer": 0.8182, "Acc.plaything": 0.5337, "Acc.swimming pool": 0.8505, "Acc.stool": 0.6318, "Acc.barrel": 0.6705, "Acc.basket": 0.5221, "Acc.waterfall": 0.6463, "Acc.tent": 0.9846, "Acc.bag": 0.2549, "Acc.minibike": 0.8557, "Acc.cradle": 0.8382, "Acc.oven": 0.646, "Acc.ball": 0.5126, "Acc.food": 0.6221, "Acc.step": 0.1858, "Acc.tank": 0.6527, "Acc.trade name": 0.2706, "Acc.microwave": 0.655, "Acc.pot": 0.5217, "Acc.animal": 0.6536, "Acc.bicycle": 0.7648, "Acc.lake": 0.6405, "Acc.dishwasher": 0.8033, "Acc.screen": 0.8104, "Acc.blanket": 0.2416, "Acc.sculpture": 0.8007, "Acc.hood": 0.6789, "Acc.sconce": 0.6306, "Acc.vase": 0.5918, "Acc.traffic light": 0.586, "Acc.tray": 0.1504, "Acc.ashcan": 0.6145, "Acc.fan": 0.7904, "Acc.pier": 0.411, "Acc.crt screen": 0.1004, "Acc.plate": 0.732, "Acc.monitor": 0.1271, "Acc.bulletin board": 0.6839, "Acc.shower": 0.0419, "Acc.radiator": 0.7551, "Acc.glass": 0.1662, "Acc.clock": 0.5179, "Acc.flag": 0.7224}
{"mode": "train", "epoch": 102, "iter": 128050, "lr": 1e-05, "memory": 43699, "data_time": 1.3285, "decode.loss_ce": 0.18773, "decode.acc_seg": 92.09451, "aux.loss_ce": 0.09975, "aux.acc_seg": 90.05321, "loss": 0.28748, "time": 1.93912}
{"mode": "train", "epoch": 102, "iter": 128100, "lr": 1e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.18599, "decode.acc_seg": 92.19099, "aux.loss_ce": 0.10073, "aux.acc_seg": 89.97852, "loss": 0.28672, "time": 0.63418}
{"mode": "train", "epoch": 102, "iter": 128150, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.18002, "decode.acc_seg": 92.20242, "aux.loss_ce": 0.09662, "aux.acc_seg": 90.12221, "loss": 0.27663, "time": 0.63377}
{"mode": "train", "epoch": 102, "iter": 128200, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.20108, "decode.acc_seg": 91.51319, "aux.loss_ce": 0.10516, "aux.acc_seg": 89.2613, "loss": 0.30624, "time": 0.61808}
{"mode": "train", "epoch": 102, "iter": 128250, "lr": 1e-05, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.18025, "decode.acc_seg": 92.36471, "aux.loss_ce": 0.09536, "aux.acc_seg": 90.32713, "loss": 0.27561, "time": 0.64034}
{"mode": "train", "epoch": 102, "iter": 128300, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18724, "decode.acc_seg": 91.92905, "aux.loss_ce": 0.10011, "aux.acc_seg": 89.88218, "loss": 0.28735, "time": 0.62475}
{"mode": "train", "epoch": 102, "iter": 128350, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19108, "decode.acc_seg": 91.95099, "aux.loss_ce": 0.10103, "aux.acc_seg": 89.77622, "loss": 0.29211, "time": 0.64246}
{"mode": "train", "epoch": 102, "iter": 128400, "lr": 1e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.18811, "decode.acc_seg": 91.88369, "aux.loss_ce": 0.09853, "aux.acc_seg": 89.76899, "loss": 0.28664, "time": 0.6152}
{"mode": "train", "epoch": 102, "iter": 128450, "lr": 1e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.18749, "decode.acc_seg": 91.88799, "aux.loss_ce": 0.09757, "aux.acc_seg": 89.94823, "loss": 0.28505, "time": 0.63203}
{"mode": "train", "epoch": 102, "iter": 128500, "lr": 1e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.18689, "decode.acc_seg": 92.17605, "aux.loss_ce": 0.10079, "aux.acc_seg": 90.09273, "loss": 0.28768, "time": 0.61658}
{"mode": "train", "epoch": 102, "iter": 128550, "lr": 1e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.19014, "decode.acc_seg": 91.83337, "aux.loss_ce": 0.09907, "aux.acc_seg": 89.94758, "loss": 0.2892, "time": 0.6437}
{"mode": "train", "epoch": 102, "iter": 128600, "lr": 1e-05, "memory": 43699, "data_time": 0.00786, "decode.loss_ce": 0.20406, "decode.acc_seg": 91.41274, "aux.loss_ce": 0.10552, "aux.acc_seg": 89.31679, "loss": 0.30958, "time": 0.63627}
{"mode": "train", "epoch": 102, "iter": 128650, "lr": 1e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.19444, "decode.acc_seg": 91.83109, "aux.loss_ce": 0.1043, "aux.acc_seg": 89.75406, "loss": 0.29874, "time": 0.63249}
{"mode": "train", "epoch": 102, "iter": 128700, "lr": 1e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.19872, "decode.acc_seg": 91.64206, "aux.loss_ce": 0.10587, "aux.acc_seg": 89.47589, "loss": 0.3046, "time": 0.62288}
{"mode": "train", "epoch": 102, "iter": 128750, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18543, "decode.acc_seg": 92.1868, "aux.loss_ce": 0.09701, "aux.acc_seg": 90.1839, "loss": 0.28244, "time": 0.64396}
{"mode": "train", "epoch": 102, "iter": 128800, "lr": 1e-05, "memory": 43699, "data_time": 0.00808, "decode.loss_ce": 0.19412, "decode.acc_seg": 91.73514, "aux.loss_ce": 0.10321, "aux.acc_seg": 89.82055, "loss": 0.29733, "time": 0.61743}
{"mode": "train", "epoch": 103, "iter": 128850, "lr": 1e-05, "memory": 43699, "data_time": 0.04986, "decode.loss_ce": 0.19629, "decode.acc_seg": 91.81541, "aux.loss_ce": 0.1038, "aux.acc_seg": 89.7407, "loss": 0.30009, "time": 0.69182}
{"mode": "train", "epoch": 103, "iter": 128900, "lr": 1e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.18993, "decode.acc_seg": 91.68718, "aux.loss_ce": 0.09902, "aux.acc_seg": 89.8092, "loss": 0.28894, "time": 0.63337}
{"mode": "train", "epoch": 103, "iter": 128950, "lr": 1e-05, "memory": 43699, "data_time": 0.00769, "decode.loss_ce": 0.18663, "decode.acc_seg": 91.80422, "aux.loss_ce": 0.09883, "aux.acc_seg": 89.81234, "loss": 0.28545, "time": 0.65064}
{"mode": "train", "epoch": 103, "iter": 129000, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18358, "decode.acc_seg": 92.22992, "aux.loss_ce": 0.09931, "aux.acc_seg": 90.07888, "loss": 0.28288, "time": 0.61699}
{"mode": "train", "epoch": 103, "iter": 129050, "lr": 1e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.20444, "decode.acc_seg": 91.66199, "aux.loss_ce": 0.10896, "aux.acc_seg": 89.53368, "loss": 0.3134, "time": 0.63083}
{"mode": "train", "epoch": 103, "iter": 129100, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.20219, "decode.acc_seg": 91.65896, "aux.loss_ce": 0.10528, "aux.acc_seg": 89.49228, "loss": 0.30747, "time": 0.6333}
{"mode": "train", "epoch": 103, "iter": 129150, "lr": 1e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.171, "decode.acc_seg": 92.75208, "aux.loss_ce": 0.08959, "aux.acc_seg": 91.08733, "loss": 0.2606, "time": 0.64417}
{"mode": "train", "epoch": 103, "iter": 129200, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17928, "decode.acc_seg": 92.43409, "aux.loss_ce": 0.09735, "aux.acc_seg": 90.38274, "loss": 0.27663, "time": 0.62404}
{"mode": "train", "epoch": 103, "iter": 129250, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.19394, "decode.acc_seg": 91.71282, "aux.loss_ce": 0.10259, "aux.acc_seg": 89.49547, "loss": 0.29653, "time": 0.62997}
{"mode": "train", "epoch": 103, "iter": 129300, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.19363, "decode.acc_seg": 91.67387, "aux.loss_ce": 0.10065, "aux.acc_seg": 89.73922, "loss": 0.29428, "time": 0.64972}
{"mode": "train", "epoch": 103, "iter": 129350, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18657, "decode.acc_seg": 91.80841, "aux.loss_ce": 0.10007, "aux.acc_seg": 89.80305, "loss": 0.28664, "time": 0.62707}
{"mode": "train", "epoch": 103, "iter": 129400, "lr": 1e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.18567, "decode.acc_seg": 92.04135, "aux.loss_ce": 0.09739, "aux.acc_seg": 90.00729, "loss": 0.28306, "time": 0.62465}
{"mode": "train", "epoch": 103, "iter": 129450, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19648, "decode.acc_seg": 91.7547, "aux.loss_ce": 0.10272, "aux.acc_seg": 89.76853, "loss": 0.2992, "time": 0.63497}
{"mode": "train", "epoch": 103, "iter": 129500, "lr": 1e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.19144, "decode.acc_seg": 91.68581, "aux.loss_ce": 0.10114, "aux.acc_seg": 89.59091, "loss": 0.29257, "time": 0.64886}
{"mode": "train", "epoch": 103, "iter": 129550, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18169, "decode.acc_seg": 92.01021, "aux.loss_ce": 0.09545, "aux.acc_seg": 90.1197, "loss": 0.27714, "time": 0.62754}
{"mode": "train", "epoch": 103, "iter": 129600, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.17726, "decode.acc_seg": 92.40448, "aux.loss_ce": 0.09411, "aux.acc_seg": 90.50803, "loss": 0.27138, "time": 0.62495}
{"mode": "train", "epoch": 103, "iter": 129650, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.19318, "decode.acc_seg": 91.66833, "aux.loss_ce": 0.0999, "aux.acc_seg": 89.84697, "loss": 0.29308, "time": 0.63141}
{"mode": "train", "epoch": 103, "iter": 129700, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.19218, "decode.acc_seg": 91.86655, "aux.loss_ce": 0.10409, "aux.acc_seg": 89.75056, "loss": 0.29627, "time": 0.64174}
{"mode": "train", "epoch": 103, "iter": 129750, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18365, "decode.acc_seg": 92.03216, "aux.loss_ce": 0.09653, "aux.acc_seg": 90.05756, "loss": 0.28019, "time": 0.62542}
{"mode": "train", "epoch": 103, "iter": 129800, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18675, "decode.acc_seg": 92.09651, "aux.loss_ce": 0.09915, "aux.acc_seg": 90.09189, "loss": 0.28589, "time": 0.63053}
{"mode": "train", "epoch": 103, "iter": 129850, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.18099, "decode.acc_seg": 92.279, "aux.loss_ce": 0.09653, "aux.acc_seg": 90.2465, "loss": 0.27752, "time": 0.63049}
{"mode": "train", "epoch": 103, "iter": 129900, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19264, "decode.acc_seg": 91.96267, "aux.loss_ce": 0.10388, "aux.acc_seg": 89.56369, "loss": 0.29652, "time": 0.65911}
{"mode": "train", "epoch": 103, "iter": 129950, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.19216, "decode.acc_seg": 91.92944, "aux.loss_ce": 0.101, "aux.acc_seg": 89.92794, "loss": 0.29316, "time": 0.62383}
{"mode": "train", "epoch": 103, "iter": 130000, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.19056, "decode.acc_seg": 91.99063, "aux.loss_ce": 0.10033, "aux.acc_seg": 89.98368, "loss": 0.29089, "time": 0.61715}
{"mode": "train", "epoch": 103, "iter": 130050, "lr": 1e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.18358, "decode.acc_seg": 92.1013, "aux.loss_ce": 0.09545, "aux.acc_seg": 90.29363, "loss": 0.27903, "time": 0.64905}
{"mode": "train", "epoch": 104, "iter": 130100, "lr": 1e-05, "memory": 43699, "data_time": 0.05705, "decode.loss_ce": 0.18969, "decode.acc_seg": 92.09649, "aux.loss_ce": 0.10126, "aux.acc_seg": 89.8539, "loss": 0.29095, "time": 0.70092}
{"mode": "train", "epoch": 104, "iter": 130150, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18754, "decode.acc_seg": 92.23203, "aux.loss_ce": 0.1009, "aux.acc_seg": 90.13759, "loss": 0.28844, "time": 0.62647}
{"mode": "train", "epoch": 104, "iter": 130200, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18872, "decode.acc_seg": 92.07623, "aux.loss_ce": 0.09837, "aux.acc_seg": 90.22169, "loss": 0.28709, "time": 0.62996}
{"mode": "train", "epoch": 104, "iter": 130250, "lr": 1e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.18668, "decode.acc_seg": 92.19403, "aux.loss_ce": 0.09979, "aux.acc_seg": 90.09003, "loss": 0.28647, "time": 0.63388}
{"mode": "train", "epoch": 104, "iter": 130300, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.20176, "decode.acc_seg": 91.66941, "aux.loss_ce": 0.10452, "aux.acc_seg": 89.61235, "loss": 0.30627, "time": 0.64202}
{"mode": "train", "epoch": 104, "iter": 130350, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19518, "decode.acc_seg": 91.59596, "aux.loss_ce": 0.10253, "aux.acc_seg": 89.53682, "loss": 0.29771, "time": 0.62264}
{"mode": "train", "epoch": 104, "iter": 130400, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.19346, "decode.acc_seg": 91.87548, "aux.loss_ce": 0.10377, "aux.acc_seg": 89.65283, "loss": 0.29722, "time": 0.62756}
{"mode": "train", "epoch": 104, "iter": 130450, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18773, "decode.acc_seg": 92.11819, "aux.loss_ce": 0.09994, "aux.acc_seg": 90.08774, "loss": 0.28767, "time": 0.63232}
{"mode": "train", "epoch": 104, "iter": 130500, "lr": 1e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.19257, "decode.acc_seg": 91.95802, "aux.loss_ce": 0.10015, "aux.acc_seg": 90.14872, "loss": 0.29272, "time": 0.64234}
{"mode": "train", "epoch": 104, "iter": 130550, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18555, "decode.acc_seg": 91.95834, "aux.loss_ce": 0.09748, "aux.acc_seg": 90.03466, "loss": 0.28303, "time": 0.623}
{"mode": "train", "epoch": 104, "iter": 130600, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18304, "decode.acc_seg": 92.01155, "aux.loss_ce": 0.09724, "aux.acc_seg": 89.93119, "loss": 0.28028, "time": 0.63041}
{"mode": "train", "epoch": 104, "iter": 130650, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18424, "decode.acc_seg": 92.11324, "aux.loss_ce": 0.09928, "aux.acc_seg": 90.05001, "loss": 0.28352, "time": 0.63133}
{"mode": "train", "epoch": 104, "iter": 130700, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.19406, "decode.acc_seg": 91.74692, "aux.loss_ce": 0.10055, "aux.acc_seg": 89.92148, "loss": 0.29461, "time": 0.64284}
{"mode": "train", "epoch": 104, "iter": 130750, "lr": 1e-05, "memory": 43699, "data_time": 0.00756, "decode.loss_ce": 0.18871, "decode.acc_seg": 92.03727, "aux.loss_ce": 0.10022, "aux.acc_seg": 90.03303, "loss": 0.28894, "time": 0.63001}
{"mode": "train", "epoch": 104, "iter": 130800, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18574, "decode.acc_seg": 92.13699, "aux.loss_ce": 0.09824, "aux.acc_seg": 90.0802, "loss": 0.28397, "time": 0.62661}
{"mode": "train", "epoch": 104, "iter": 130850, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.19342, "decode.acc_seg": 91.49665, "aux.loss_ce": 0.10181, "aux.acc_seg": 89.3927, "loss": 0.29523, "time": 0.63117}
{"mode": "train", "epoch": 104, "iter": 130900, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18487, "decode.acc_seg": 92.15113, "aux.loss_ce": 0.09596, "aux.acc_seg": 90.17872, "loss": 0.28083, "time": 0.6424}
{"mode": "train", "epoch": 104, "iter": 130950, "lr": 1e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.18343, "decode.acc_seg": 91.98556, "aux.loss_ce": 0.09724, "aux.acc_seg": 89.85042, "loss": 0.28066, "time": 0.62592}
{"mode": "train", "epoch": 104, "iter": 131000, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.18954, "decode.acc_seg": 91.99105, "aux.loss_ce": 0.10105, "aux.acc_seg": 89.83997, "loss": 0.29059, "time": 0.62636}
{"mode": "train", "epoch": 104, "iter": 131050, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18458, "decode.acc_seg": 92.09701, "aux.loss_ce": 0.09648, "aux.acc_seg": 90.09547, "loss": 0.28106, "time": 0.63087}
{"mode": "train", "epoch": 104, "iter": 131100, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17969, "decode.acc_seg": 92.23473, "aux.loss_ce": 0.09662, "aux.acc_seg": 90.07827, "loss": 0.2763, "time": 0.64947}
{"mode": "train", "epoch": 104, "iter": 131150, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18052, "decode.acc_seg": 92.16587, "aux.loss_ce": 0.09478, "aux.acc_seg": 90.1061, "loss": 0.27531, "time": 0.6224}
{"mode": "train", "epoch": 104, "iter": 131200, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17895, "decode.acc_seg": 92.20178, "aux.loss_ce": 0.09733, "aux.acc_seg": 89.98712, "loss": 0.27627, "time": 0.62462}
{"mode": "train", "epoch": 104, "iter": 131250, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.1803, "decode.acc_seg": 92.36642, "aux.loss_ce": 0.09654, "aux.acc_seg": 90.30483, "loss": 0.27684, "time": 0.64812}
{"mode": "train", "epoch": 104, "iter": 131300, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19377, "decode.acc_seg": 91.42702, "aux.loss_ce": 0.10276, "aux.acc_seg": 89.33543, "loss": 0.29653, "time": 0.62591}
{"mode": "train", "epoch": 104, "iter": 131350, "lr": 1e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18748, "decode.acc_seg": 91.8091, "aux.loss_ce": 0.09986, "aux.acc_seg": 89.90224, "loss": 0.28734, "time": 0.62929}
{"mode": "train", "epoch": 105, "iter": 131400, "lr": 1e-05, "memory": 43699, "data_time": 0.05666, "decode.loss_ce": 0.18234, "decode.acc_seg": 92.27145, "aux.loss_ce": 0.09846, "aux.acc_seg": 89.96998, "loss": 0.2808, "time": 0.67403}
{"mode": "train", "epoch": 105, "iter": 131450, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.19074, "decode.acc_seg": 91.91326, "aux.loss_ce": 0.10243, "aux.acc_seg": 89.65599, "loss": 0.29317, "time": 0.64913}
{"mode": "train", "epoch": 105, "iter": 131500, "lr": 1e-05, "memory": 43699, "data_time": 0.00815, "decode.loss_ce": 0.1848, "decode.acc_seg": 92.13502, "aux.loss_ce": 0.09884, "aux.acc_seg": 90.03162, "loss": 0.28364, "time": 0.62605}
{"mode": "train", "epoch": 105, "iter": 131550, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18438, "decode.acc_seg": 91.82253, "aux.loss_ce": 0.0967, "aux.acc_seg": 89.84796, "loss": 0.28108, "time": 0.63135}
{"mode": "train", "epoch": 105, "iter": 131600, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18979, "decode.acc_seg": 91.91845, "aux.loss_ce": 0.1011, "aux.acc_seg": 89.74442, "loss": 0.29089, "time": 0.62403}
{"mode": "train", "epoch": 105, "iter": 131650, "lr": 1e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.18191, "decode.acc_seg": 92.08421, "aux.loss_ce": 0.09559, "aux.acc_seg": 90.0668, "loss": 0.2775, "time": 0.64812}
{"mode": "train", "epoch": 105, "iter": 131700, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.18455, "decode.acc_seg": 92.26245, "aux.loss_ce": 0.09797, "aux.acc_seg": 90.28996, "loss": 0.28253, "time": 0.62393}
{"mode": "train", "epoch": 105, "iter": 131750, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19014, "decode.acc_seg": 91.68432, "aux.loss_ce": 0.09995, "aux.acc_seg": 89.54709, "loss": 0.29009, "time": 0.63207}
{"mode": "train", "epoch": 105, "iter": 131800, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.19575, "decode.acc_seg": 91.65392, "aux.loss_ce": 0.10374, "aux.acc_seg": 89.51781, "loss": 0.29949, "time": 0.6247}
{"mode": "train", "epoch": 105, "iter": 131850, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17681, "decode.acc_seg": 92.08851, "aux.loss_ce": 0.09659, "aux.acc_seg": 89.90913, "loss": 0.2734, "time": 0.65735}
{"mode": "train", "epoch": 105, "iter": 131900, "lr": 1e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.18607, "decode.acc_seg": 92.04778, "aux.loss_ce": 0.09906, "aux.acc_seg": 89.98693, "loss": 0.28513, "time": 0.62349}
{"mode": "train", "epoch": 105, "iter": 131950, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18433, "decode.acc_seg": 92.09379, "aux.loss_ce": 0.09784, "aux.acc_seg": 90.09506, "loss": 0.28217, "time": 0.62512}
{"mode": "train", "epoch": 105, "iter": 132000, "lr": 1e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.18211, "decode.acc_seg": 92.28208, "aux.loss_ce": 0.09415, "aux.acc_seg": 90.46638, "loss": 0.27626, "time": 0.64}
{"mode": "train", "epoch": 105, "iter": 132050, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.19005, "decode.acc_seg": 92.07189, "aux.loss_ce": 0.09847, "aux.acc_seg": 90.0513, "loss": 0.28852, "time": 0.64166}
{"mode": "train", "epoch": 105, "iter": 132100, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18529, "decode.acc_seg": 92.07252, "aux.loss_ce": 0.0962, "aux.acc_seg": 90.19582, "loss": 0.28149, "time": 0.62324}
{"mode": "train", "epoch": 105, "iter": 132150, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18307, "decode.acc_seg": 92.04171, "aux.loss_ce": 0.09592, "aux.acc_seg": 90.07683, "loss": 0.27899, "time": 0.63193}
{"mode": "train", "epoch": 105, "iter": 132200, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17825, "decode.acc_seg": 92.34827, "aux.loss_ce": 0.09615, "aux.acc_seg": 90.01656, "loss": 0.27441, "time": 0.63082}
{"mode": "train", "epoch": 105, "iter": 132250, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.19196, "decode.acc_seg": 92.01279, "aux.loss_ce": 0.0998, "aux.acc_seg": 90.00495, "loss": 0.29176, "time": 0.64051}
{"mode": "train", "epoch": 105, "iter": 132300, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19284, "decode.acc_seg": 92.02055, "aux.loss_ce": 0.10207, "aux.acc_seg": 89.93306, "loss": 0.2949, "time": 0.62359}
{"mode": "train", "epoch": 105, "iter": 132350, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.19722, "decode.acc_seg": 91.75877, "aux.loss_ce": 0.10464, "aux.acc_seg": 89.63212, "loss": 0.30186, "time": 0.63237}
{"mode": "train", "epoch": 105, "iter": 132400, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.17593, "decode.acc_seg": 92.5081, "aux.loss_ce": 0.09333, "aux.acc_seg": 90.54558, "loss": 0.26926, "time": 0.6309}
{"mode": "train", "epoch": 105, "iter": 132450, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18023, "decode.acc_seg": 92.39292, "aux.loss_ce": 0.09623, "aux.acc_seg": 90.34344, "loss": 0.27646, "time": 0.64166}
{"mode": "train", "epoch": 105, "iter": 132500, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.19039, "decode.acc_seg": 91.87283, "aux.loss_ce": 0.10283, "aux.acc_seg": 89.7256, "loss": 0.29322, "time": 0.62334}
{"mode": "train", "epoch": 105, "iter": 132550, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.1972, "decode.acc_seg": 91.81607, "aux.loss_ce": 0.10348, "aux.acc_seg": 89.74665, "loss": 0.30069, "time": 0.63203}
{"mode": "train", "epoch": 105, "iter": 132600, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.19561, "decode.acc_seg": 91.90475, "aux.loss_ce": 0.10202, "aux.acc_seg": 89.85834, "loss": 0.29763, "time": 0.63621}
{"mode": "train", "epoch": 106, "iter": 132650, "lr": 1e-05, "memory": 43699, "data_time": 0.05885, "decode.loss_ce": 0.19882, "decode.acc_seg": 91.38578, "aux.loss_ce": 0.10428, "aux.acc_seg": 89.31714, "loss": 0.3031, "time": 0.69445}
{"mode": "train", "epoch": 106, "iter": 132700, "lr": 1e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.18417, "decode.acc_seg": 92.31762, "aux.loss_ce": 0.09966, "aux.acc_seg": 90.20318, "loss": 0.28382, "time": 0.62438}
{"mode": "train", "epoch": 106, "iter": 132750, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19073, "decode.acc_seg": 91.90267, "aux.loss_ce": 0.10144, "aux.acc_seg": 89.66005, "loss": 0.29218, "time": 0.63464}
{"mode": "train", "epoch": 106, "iter": 132800, "lr": 1e-05, "memory": 43699, "data_time": 0.00766, "decode.loss_ce": 0.1812, "decode.acc_seg": 92.32374, "aux.loss_ce": 0.09579, "aux.acc_seg": 90.39045, "loss": 0.27699, "time": 0.63901}
{"mode": "train", "epoch": 106, "iter": 132850, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.17415, "decode.acc_seg": 92.60671, "aux.loss_ce": 0.09215, "aux.acc_seg": 90.69745, "loss": 0.2663, "time": 0.62728}
{"mode": "train", "epoch": 106, "iter": 132900, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.17725, "decode.acc_seg": 92.36638, "aux.loss_ce": 0.09264, "aux.acc_seg": 90.51884, "loss": 0.26989, "time": 0.62285}
{"mode": "train", "epoch": 106, "iter": 132950, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18392, "decode.acc_seg": 92.24579, "aux.loss_ce": 0.0975, "aux.acc_seg": 90.24732, "loss": 0.28142, "time": 0.6318}
{"mode": "train", "epoch": 106, "iter": 133000, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.18064, "decode.acc_seg": 92.22332, "aux.loss_ce": 0.09666, "aux.acc_seg": 90.11413, "loss": 0.2773, "time": 0.63261}
{"mode": "train", "epoch": 106, "iter": 133050, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18166, "decode.acc_seg": 92.33985, "aux.loss_ce": 0.09575, "aux.acc_seg": 90.3801, "loss": 0.27741, "time": 0.62465}
{"mode": "train", "epoch": 106, "iter": 133100, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18327, "decode.acc_seg": 92.22761, "aux.loss_ce": 0.09606, "aux.acc_seg": 90.32693, "loss": 0.27933, "time": 0.62249}
{"mode": "train", "epoch": 106, "iter": 133150, "lr": 1e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.18445, "decode.acc_seg": 92.25216, "aux.loss_ce": 0.09842, "aux.acc_seg": 90.1974, "loss": 0.28286, "time": 0.6311}
{"mode": "train", "epoch": 106, "iter": 133200, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18712, "decode.acc_seg": 92.13023, "aux.loss_ce": 0.10203, "aux.acc_seg": 89.79669, "loss": 0.28916, "time": 0.63072}
{"mode": "train", "epoch": 106, "iter": 133250, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18519, "decode.acc_seg": 92.11373, "aux.loss_ce": 0.09689, "aux.acc_seg": 90.26031, "loss": 0.28209, "time": 0.64066}
{"mode": "train", "epoch": 106, "iter": 133300, "lr": 1e-05, "memory": 43699, "data_time": 0.00778, "decode.loss_ce": 0.18777, "decode.acc_seg": 91.90366, "aux.loss_ce": 0.09842, "aux.acc_seg": 90.01575, "loss": 0.28618, "time": 0.62314}
{"mode": "train", "epoch": 106, "iter": 133350, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17839, "decode.acc_seg": 92.45658, "aux.loss_ce": 0.0953, "aux.acc_seg": 90.56643, "loss": 0.27368, "time": 0.63203}
{"mode": "train", "epoch": 106, "iter": 133400, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.19591, "decode.acc_seg": 91.80012, "aux.loss_ce": 0.10294, "aux.acc_seg": 89.8224, "loss": 0.29884, "time": 0.6311}
{"mode": "train", "epoch": 106, "iter": 133450, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.19325, "decode.acc_seg": 91.82635, "aux.loss_ce": 0.10498, "aux.acc_seg": 89.50601, "loss": 0.29823, "time": 0.62463}
{"mode": "train", "epoch": 106, "iter": 133500, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.18475, "decode.acc_seg": 92.12284, "aux.loss_ce": 0.09653, "aux.acc_seg": 90.20305, "loss": 0.28129, "time": 0.62305}
{"mode": "train", "epoch": 106, "iter": 133550, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.19953, "decode.acc_seg": 91.48589, "aux.loss_ce": 0.10624, "aux.acc_seg": 89.18098, "loss": 0.30577, "time": 0.63153}
{"mode": "train", "epoch": 106, "iter": 133600, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.19234, "decode.acc_seg": 91.71736, "aux.loss_ce": 0.10059, "aux.acc_seg": 89.79013, "loss": 0.29294, "time": 0.64676}
{"mode": "train", "epoch": 106, "iter": 133650, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18296, "decode.acc_seg": 92.26915, "aux.loss_ce": 0.09869, "aux.acc_seg": 90.10392, "loss": 0.28165, "time": 0.62348}
{"mode": "train", "epoch": 106, "iter": 133700, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.19377, "decode.acc_seg": 91.69324, "aux.loss_ce": 0.10273, "aux.acc_seg": 89.68595, "loss": 0.2965, "time": 0.62538}
{"mode": "train", "epoch": 106, "iter": 133750, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18736, "decode.acc_seg": 92.18819, "aux.loss_ce": 0.09957, "aux.acc_seg": 90.16688, "loss": 0.28694, "time": 0.62477}
{"mode": "train", "epoch": 106, "iter": 133800, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18375, "decode.acc_seg": 92.17843, "aux.loss_ce": 0.09805, "aux.acc_seg": 90.03644, "loss": 0.2818, "time": 0.64306}
{"mode": "train", "epoch": 106, "iter": 133850, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18613, "decode.acc_seg": 92.13493, "aux.loss_ce": 0.09751, "aux.acc_seg": 90.13325, "loss": 0.28365, "time": 0.63985}
{"mode": "train", "epoch": 107, "iter": 133900, "lr": 1e-05, "memory": 43699, "data_time": 0.05136, "decode.loss_ce": 0.17995, "decode.acc_seg": 92.39846, "aux.loss_ce": 0.09628, "aux.acc_seg": 90.31584, "loss": 0.27623, "time": 0.66704}
{"mode": "train", "epoch": 107, "iter": 133950, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.19499, "decode.acc_seg": 91.85106, "aux.loss_ce": 0.10148, "aux.acc_seg": 89.89963, "loss": 0.29647, "time": 0.64841}
{"mode": "train", "epoch": 107, "iter": 134000, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18822, "decode.acc_seg": 91.90725, "aux.loss_ce": 0.09946, "aux.acc_seg": 89.8376, "loss": 0.28768, "time": 0.62589}
{"mode": "train", "epoch": 107, "iter": 134050, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19549, "decode.acc_seg": 91.99613, "aux.loss_ce": 0.10194, "aux.acc_seg": 90.06871, "loss": 0.29743, "time": 0.63898}
{"mode": "train", "epoch": 107, "iter": 134100, "lr": 1e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.18991, "decode.acc_seg": 91.87431, "aux.loss_ce": 0.10059, "aux.acc_seg": 89.70412, "loss": 0.2905, "time": 0.62403}
{"mode": "train", "epoch": 107, "iter": 134150, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.186, "decode.acc_seg": 92.33161, "aux.loss_ce": 0.09865, "aux.acc_seg": 90.25585, "loss": 0.28465, "time": 0.63984}
{"mode": "train", "epoch": 107, "iter": 134200, "lr": 1e-05, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.19248, "decode.acc_seg": 91.78676, "aux.loss_ce": 0.10128, "aux.acc_seg": 89.80976, "loss": 0.29376, "time": 0.62375}
{"mode": "train", "epoch": 107, "iter": 134250, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.17858, "decode.acc_seg": 92.4145, "aux.loss_ce": 0.09466, "aux.acc_seg": 90.38864, "loss": 0.27323, "time": 0.64051}
{"mode": "train", "epoch": 107, "iter": 134300, "lr": 1e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.18012, "decode.acc_seg": 92.3251, "aux.loss_ce": 0.09503, "aux.acc_seg": 90.36348, "loss": 0.27514, "time": 0.62508}
{"mode": "train", "epoch": 107, "iter": 134350, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18969, "decode.acc_seg": 92.08114, "aux.loss_ce": 0.1017, "aux.acc_seg": 89.94044, "loss": 0.29139, "time": 0.63992}
{"mode": "train", "epoch": 107, "iter": 134400, "lr": 1e-05, "memory": 43699, "data_time": 0.00767, "decode.loss_ce": 0.18256, "decode.acc_seg": 92.26082, "aux.loss_ce": 0.09781, "aux.acc_seg": 90.22546, "loss": 0.28037, "time": 0.62505}
{"mode": "train", "epoch": 107, "iter": 134450, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.1826, "decode.acc_seg": 92.45341, "aux.loss_ce": 0.09913, "aux.acc_seg": 90.30087, "loss": 0.28173, "time": 0.64039}
{"mode": "train", "epoch": 107, "iter": 134500, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.17531, "decode.acc_seg": 92.43026, "aux.loss_ce": 0.09621, "aux.acc_seg": 90.22852, "loss": 0.27152, "time": 0.62383}
{"mode": "train", "epoch": 107, "iter": 134550, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.17828, "decode.acc_seg": 92.44364, "aux.loss_ce": 0.09444, "aux.acc_seg": 90.46632, "loss": 0.27273, "time": 0.64049}
{"mode": "train", "epoch": 107, "iter": 134600, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18796, "decode.acc_seg": 91.81509, "aux.loss_ce": 0.09985, "aux.acc_seg": 89.80952, "loss": 0.28781, "time": 0.62587}
{"mode": "train", "epoch": 107, "iter": 134650, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18365, "decode.acc_seg": 92.12428, "aux.loss_ce": 0.09654, "aux.acc_seg": 90.13188, "loss": 0.28018, "time": 0.63904}
{"mode": "train", "epoch": 107, "iter": 134700, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.1831, "decode.acc_seg": 92.21933, "aux.loss_ce": 0.09783, "aux.acc_seg": 90.16986, "loss": 0.28093, "time": 0.63289}
{"mode": "train", "epoch": 107, "iter": 134750, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.17919, "decode.acc_seg": 92.36357, "aux.loss_ce": 0.09624, "aux.acc_seg": 90.17988, "loss": 0.27543, "time": 0.63254}
{"mode": "train", "epoch": 107, "iter": 134800, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.19315, "decode.acc_seg": 91.98838, "aux.loss_ce": 0.10354, "aux.acc_seg": 89.69614, "loss": 0.29669, "time": 0.62579}
{"mode": "train", "epoch": 107, "iter": 134850, "lr": 1e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.18539, "decode.acc_seg": 92.13017, "aux.loss_ce": 0.09697, "aux.acc_seg": 90.13041, "loss": 0.28237, "time": 0.64018}
{"mode": "train", "epoch": 107, "iter": 134900, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18252, "decode.acc_seg": 92.16773, "aux.loss_ce": 0.098, "aux.acc_seg": 90.18087, "loss": 0.28052, "time": 0.63151}
{"mode": "train", "epoch": 107, "iter": 134950, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.18066, "decode.acc_seg": 92.38596, "aux.loss_ce": 0.09567, "aux.acc_seg": 90.3622, "loss": 0.27633, "time": 0.63079}
{"mode": "train", "epoch": 107, "iter": 135000, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18392, "decode.acc_seg": 92.00494, "aux.loss_ce": 0.09839, "aux.acc_seg": 89.83747, "loss": 0.28231, "time": 0.62439}
{"mode": "train", "epoch": 107, "iter": 135050, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17492, "decode.acc_seg": 92.51047, "aux.loss_ce": 0.09441, "aux.acc_seg": 90.43632, "loss": 0.26933, "time": 0.63952}
{"mode": "train", "epoch": 107, "iter": 135100, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.18328, "decode.acc_seg": 91.95708, "aux.loss_ce": 0.09578, "aux.acc_seg": 90.18336, "loss": 0.27905, "time": 0.63413}
{"mode": "train", "epoch": 108, "iter": 135150, "lr": 1e-05, "memory": 43699, "data_time": 0.05443, "decode.loss_ce": 0.18151, "decode.acc_seg": 92.13563, "aux.loss_ce": 0.0965, "aux.acc_seg": 90.16847, "loss": 0.27801, "time": 0.68029}
{"mode": "train", "epoch": 108, "iter": 135200, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.17984, "decode.acc_seg": 92.40838, "aux.loss_ce": 0.09683, "aux.acc_seg": 90.26806, "loss": 0.27667, "time": 0.62479}
{"mode": "train", "epoch": 108, "iter": 135250, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.17632, "decode.acc_seg": 92.27173, "aux.loss_ce": 0.09396, "aux.acc_seg": 90.14976, "loss": 0.27029, "time": 0.6395}
{"mode": "train", "epoch": 108, "iter": 135300, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17398, "decode.acc_seg": 92.66206, "aux.loss_ce": 0.09114, "aux.acc_seg": 90.79658, "loss": 0.26512, "time": 0.63156}
{"mode": "train", "epoch": 108, "iter": 135350, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.1911, "decode.acc_seg": 91.6984, "aux.loss_ce": 0.10089, "aux.acc_seg": 89.49519, "loss": 0.29199, "time": 0.63166}
{"mode": "train", "epoch": 108, "iter": 135400, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18694, "decode.acc_seg": 92.22662, "aux.loss_ce": 0.09771, "aux.acc_seg": 90.17592, "loss": 0.28465, "time": 0.62444}
{"mode": "train", "epoch": 108, "iter": 135450, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.18441, "decode.acc_seg": 92.28764, "aux.loss_ce": 0.09924, "aux.acc_seg": 90.17783, "loss": 0.28364, "time": 0.63861}
{"mode": "train", "epoch": 108, "iter": 135500, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18372, "decode.acc_seg": 92.20239, "aux.loss_ce": 0.09774, "aux.acc_seg": 90.03824, "loss": 0.28146, "time": 0.63317}
{"mode": "train", "epoch": 108, "iter": 135550, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18391, "decode.acc_seg": 92.11773, "aux.loss_ce": 0.09599, "aux.acc_seg": 90.24952, "loss": 0.27989, "time": 0.63144}
{"mode": "train", "epoch": 108, "iter": 135600, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.1804, "decode.acc_seg": 92.05178, "aux.loss_ce": 0.09736, "aux.acc_seg": 89.89324, "loss": 0.27776, "time": 0.64126}
{"mode": "train", "epoch": 108, "iter": 135650, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.17618, "decode.acc_seg": 92.49621, "aux.loss_ce": 0.09639, "aux.acc_seg": 90.38779, "loss": 0.27257, "time": 0.62149}
{"mode": "train", "epoch": 108, "iter": 135700, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.20419, "decode.acc_seg": 91.69181, "aux.loss_ce": 0.10546, "aux.acc_seg": 89.74021, "loss": 0.30965, "time": 0.63195}
{"mode": "train", "epoch": 108, "iter": 135750, "lr": 1e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17599, "decode.acc_seg": 92.30462, "aux.loss_ce": 0.09415, "aux.acc_seg": 90.20263, "loss": 0.27014, "time": 0.63942}
{"mode": "train", "epoch": 108, "iter": 135800, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18536, "decode.acc_seg": 92.18898, "aux.loss_ce": 0.09888, "aux.acc_seg": 90.14443, "loss": 0.28424, "time": 0.64099}
{"mode": "train", "epoch": 108, "iter": 135850, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18358, "decode.acc_seg": 92.18524, "aux.loss_ce": 0.09566, "aux.acc_seg": 90.22853, "loss": 0.27924, "time": 0.61604}
{"mode": "train", "epoch": 108, "iter": 135900, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.17697, "decode.acc_seg": 92.59205, "aux.loss_ce": 0.09326, "aux.acc_seg": 90.6669, "loss": 0.27023, "time": 0.64936}
{"mode": "train", "epoch": 108, "iter": 135950, "lr": 1e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.18843, "decode.acc_seg": 91.97452, "aux.loss_ce": 0.0999, "aux.acc_seg": 89.79518, "loss": 0.28833, "time": 0.62651}
{"mode": "train", "epoch": 108, "iter": 136000, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.18924, "decode.acc_seg": 92.03321, "aux.loss_ce": 0.10083, "aux.acc_seg": 90.004, "loss": 0.29007, "time": 0.64044}
{"mode": "train", "epoch": 108, "iter": 136050, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18705, "decode.acc_seg": 92.08996, "aux.loss_ce": 0.09855, "aux.acc_seg": 90.1554, "loss": 0.2856, "time": 0.62379}
{"mode": "train", "epoch": 108, "iter": 136100, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18998, "decode.acc_seg": 91.96078, "aux.loss_ce": 0.10184, "aux.acc_seg": 89.78686, "loss": 0.29183, "time": 0.63882}
{"mode": "train", "epoch": 108, "iter": 136150, "lr": 1e-05, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.18855, "decode.acc_seg": 92.16287, "aux.loss_ce": 0.09746, "aux.acc_seg": 90.34907, "loss": 0.28601, "time": 0.62527}
{"mode": "train", "epoch": 108, "iter": 136200, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18704, "decode.acc_seg": 91.9282, "aux.loss_ce": 0.09895, "aux.acc_seg": 89.84797, "loss": 0.286, "time": 0.63899}
{"mode": "train", "epoch": 108, "iter": 136250, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18389, "decode.acc_seg": 92.11734, "aux.loss_ce": 0.09799, "aux.acc_seg": 89.8727, "loss": 0.28188, "time": 0.62355}
{"mode": "train", "epoch": 108, "iter": 136300, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.1765, "decode.acc_seg": 92.3535, "aux.loss_ce": 0.095, "aux.acc_seg": 90.41422, "loss": 0.27149, "time": 0.63967}
{"mode": "train", "epoch": 108, "iter": 136350, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18298, "decode.acc_seg": 92.45194, "aux.loss_ce": 0.09884, "aux.acc_seg": 90.41419, "loss": 0.28182, "time": 0.62461}
{"mode": "train", "epoch": 108, "iter": 136400, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.1921, "decode.acc_seg": 92.15512, "aux.loss_ce": 0.10025, "aux.acc_seg": 90.12021, "loss": 0.29235, "time": 0.63884}
{"mode": "train", "epoch": 109, "iter": 136450, "lr": 1e-05, "memory": 43699, "data_time": 0.05606, "decode.loss_ce": 0.17658, "decode.acc_seg": 92.47723, "aux.loss_ce": 0.09495, "aux.acc_seg": 90.32607, "loss": 0.27154, "time": 0.67958}
{"mode": "train", "epoch": 109, "iter": 136500, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19205, "decode.acc_seg": 91.96192, "aux.loss_ce": 0.10233, "aux.acc_seg": 89.91489, "loss": 0.29438, "time": 0.63889}
{"mode": "train", "epoch": 109, "iter": 136550, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.18174, "decode.acc_seg": 92.10242, "aux.loss_ce": 0.09742, "aux.acc_seg": 90.17306, "loss": 0.27916, "time": 0.62571}
{"mode": "train", "epoch": 109, "iter": 136600, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.19629, "decode.acc_seg": 91.80519, "aux.loss_ce": 0.1016, "aux.acc_seg": 89.8572, "loss": 0.29789, "time": 0.63908}
{"mode": "train", "epoch": 109, "iter": 136650, "lr": 1e-05, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.18592, "decode.acc_seg": 92.17168, "aux.loss_ce": 0.09996, "aux.acc_seg": 90.01598, "loss": 0.28588, "time": 0.62476}
{"mode": "train", "epoch": 109, "iter": 136700, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.1864, "decode.acc_seg": 91.86676, "aux.loss_ce": 0.0997, "aux.acc_seg": 89.81829, "loss": 0.2861, "time": 0.63099}
{"mode": "train", "epoch": 109, "iter": 136750, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18939, "decode.acc_seg": 91.96924, "aux.loss_ce": 0.10022, "aux.acc_seg": 89.84638, "loss": 0.28962, "time": 0.62546}
{"mode": "train", "epoch": 109, "iter": 136800, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18219, "decode.acc_seg": 92.15685, "aux.loss_ce": 0.09714, "aux.acc_seg": 90.07767, "loss": 0.27934, "time": 0.6405}
{"mode": "train", "epoch": 109, "iter": 136850, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.18362, "decode.acc_seg": 92.27378, "aux.loss_ce": 0.09797, "aux.acc_seg": 90.21171, "loss": 0.28159, "time": 0.62451}
{"mode": "train", "epoch": 109, "iter": 136900, "lr": 1e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18456, "decode.acc_seg": 92.21557, "aux.loss_ce": 0.0989, "aux.acc_seg": 90.1101, "loss": 0.28346, "time": 0.63862}
{"mode": "train", "epoch": 109, "iter": 136950, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18316, "decode.acc_seg": 92.22364, "aux.loss_ce": 0.09808, "aux.acc_seg": 90.23435, "loss": 0.28123, "time": 0.62393}
{"mode": "train", "epoch": 109, "iter": 137000, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.18165, "decode.acc_seg": 92.14226, "aux.loss_ce": 0.09596, "aux.acc_seg": 90.05949, "loss": 0.27761, "time": 0.64013}
{"mode": "train", "epoch": 109, "iter": 137050, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.18631, "decode.acc_seg": 92.06587, "aux.loss_ce": 0.09915, "aux.acc_seg": 90.02661, "loss": 0.28546, "time": 0.62423}
{"mode": "train", "epoch": 109, "iter": 137100, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.18222, "decode.acc_seg": 92.2493, "aux.loss_ce": 0.096, "aux.acc_seg": 90.26666, "loss": 0.27822, "time": 0.63982}
{"mode": "train", "epoch": 109, "iter": 137150, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.18184, "decode.acc_seg": 92.25078, "aux.loss_ce": 0.09674, "aux.acc_seg": 90.27276, "loss": 0.27858, "time": 0.62529}
{"mode": "train", "epoch": 109, "iter": 137200, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.186, "decode.acc_seg": 91.99242, "aux.loss_ce": 0.09939, "aux.acc_seg": 89.78494, "loss": 0.28539, "time": 0.64096}
{"mode": "train", "epoch": 109, "iter": 137250, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18473, "decode.acc_seg": 92.17292, "aux.loss_ce": 0.09805, "aux.acc_seg": 90.29269, "loss": 0.28278, "time": 0.6259}
{"mode": "train", "epoch": 109, "iter": 137300, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18021, "decode.acc_seg": 92.34451, "aux.loss_ce": 0.09561, "aux.acc_seg": 90.28878, "loss": 0.27582, "time": 0.64231}
{"mode": "train", "epoch": 109, "iter": 137350, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18299, "decode.acc_seg": 92.32863, "aux.loss_ce": 0.09641, "aux.acc_seg": 90.42853, "loss": 0.2794, "time": 0.62577}
{"mode": "train", "epoch": 109, "iter": 137400, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18291, "decode.acc_seg": 92.07203, "aux.loss_ce": 0.09712, "aux.acc_seg": 90.018, "loss": 0.28003, "time": 0.64039}
{"mode": "train", "epoch": 109, "iter": 137450, "lr": 1e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18867, "decode.acc_seg": 91.74509, "aux.loss_ce": 0.10285, "aux.acc_seg": 89.44036, "loss": 0.29152, "time": 0.62422}
{"mode": "train", "epoch": 109, "iter": 137500, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19358, "decode.acc_seg": 91.85985, "aux.loss_ce": 0.10191, "aux.acc_seg": 89.79495, "loss": 0.29549, "time": 0.63927}
{"mode": "train", "epoch": 109, "iter": 137550, "lr": 1e-05, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.18759, "decode.acc_seg": 92.19765, "aux.loss_ce": 0.10159, "aux.acc_seg": 90.01823, "loss": 0.28918, "time": 0.64206}
{"mode": "train", "epoch": 109, "iter": 137600, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.18473, "decode.acc_seg": 92.05786, "aux.loss_ce": 0.09903, "aux.acc_seg": 90.00439, "loss": 0.28376, "time": 0.62325}
{"mode": "train", "epoch": 109, "iter": 137650, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18863, "decode.acc_seg": 91.84661, "aux.loss_ce": 0.1008, "aux.acc_seg": 89.78479, "loss": 0.28943, "time": 0.6247}
{"mode": "train", "epoch": 110, "iter": 137700, "lr": 1e-05, "memory": 43699, "data_time": 0.0545, "decode.loss_ce": 0.19013, "decode.acc_seg": 92.01148, "aux.loss_ce": 0.10029, "aux.acc_seg": 89.91779, "loss": 0.29042, "time": 0.7067}
{"mode": "train", "epoch": 110, "iter": 137750, "lr": 1e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.17649, "decode.acc_seg": 92.37651, "aux.loss_ce": 0.09267, "aux.acc_seg": 90.26226, "loss": 0.26916, "time": 0.64061}
{"mode": "train", "epoch": 110, "iter": 137800, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.18563, "decode.acc_seg": 92.32172, "aux.loss_ce": 0.0967, "aux.acc_seg": 90.47442, "loss": 0.28233, "time": 0.61595}
{"mode": "train", "epoch": 110, "iter": 137850, "lr": 1e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.18572, "decode.acc_seg": 92.05088, "aux.loss_ce": 0.09763, "aux.acc_seg": 90.07365, "loss": 0.28335, "time": 0.65014}
{"mode": "train", "epoch": 110, "iter": 137900, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18745, "decode.acc_seg": 92.27491, "aux.loss_ce": 0.09856, "aux.acc_seg": 90.38786, "loss": 0.28601, "time": 0.63203}
{"mode": "train", "epoch": 110, "iter": 137950, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.1833, "decode.acc_seg": 92.21692, "aux.loss_ce": 0.09815, "aux.acc_seg": 90.07249, "loss": 0.28145, "time": 0.63953}
{"mode": "train", "epoch": 110, "iter": 138000, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18487, "decode.acc_seg": 92.26777, "aux.loss_ce": 0.09835, "aux.acc_seg": 90.16388, "loss": 0.28322, "time": 0.61557}
{"mode": "train", "epoch": 110, "iter": 138050, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.19223, "decode.acc_seg": 91.84904, "aux.loss_ce": 0.10438, "aux.acc_seg": 89.4955, "loss": 0.2966, "time": 0.62969}
{"mode": "train", "epoch": 110, "iter": 138100, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.1821, "decode.acc_seg": 92.11118, "aux.loss_ce": 0.09934, "aux.acc_seg": 89.8, "loss": 0.28144, "time": 0.63135}
{"mode": "train", "epoch": 110, "iter": 138150, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17694, "decode.acc_seg": 92.50074, "aux.loss_ce": 0.09695, "aux.acc_seg": 90.35038, "loss": 0.27389, "time": 0.63902}
{"mode": "train", "epoch": 110, "iter": 138200, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.18221, "decode.acc_seg": 92.16916, "aux.loss_ce": 0.09523, "aux.acc_seg": 90.23741, "loss": 0.27744, "time": 0.6146}
{"mode": "train", "epoch": 110, "iter": 138250, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.185, "decode.acc_seg": 92.34153, "aux.loss_ce": 0.09938, "aux.acc_seg": 90.09683, "loss": 0.28438, "time": 0.63173}
{"mode": "train", "epoch": 110, "iter": 138300, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.17667, "decode.acc_seg": 92.51051, "aux.loss_ce": 0.09365, "aux.acc_seg": 90.66607, "loss": 0.27032, "time": 0.63256}
{"mode": "train", "epoch": 110, "iter": 138350, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.17407, "decode.acc_seg": 92.55053, "aux.loss_ce": 0.09407, "aux.acc_seg": 90.60991, "loss": 0.26814, "time": 0.6399}
{"mode": "train", "epoch": 110, "iter": 138400, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.17431, "decode.acc_seg": 92.46756, "aux.loss_ce": 0.09328, "aux.acc_seg": 90.46779, "loss": 0.2676, "time": 0.61468}
{"mode": "train", "epoch": 110, "iter": 138450, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18585, "decode.acc_seg": 92.39745, "aux.loss_ce": 0.09644, "aux.acc_seg": 90.46787, "loss": 0.28229, "time": 0.63981}
{"mode": "train", "epoch": 110, "iter": 138500, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.174, "decode.acc_seg": 92.35324, "aux.loss_ce": 0.09245, "aux.acc_seg": 90.49309, "loss": 0.26645, "time": 0.63214}
{"mode": "train", "epoch": 110, "iter": 138550, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17974, "decode.acc_seg": 92.34058, "aux.loss_ce": 0.09521, "aux.acc_seg": 90.36695, "loss": 0.27495, "time": 0.64111}
{"mode": "train", "epoch": 110, "iter": 138600, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.18345, "decode.acc_seg": 92.25045, "aux.loss_ce": 0.09827, "aux.acc_seg": 89.99614, "loss": 0.28172, "time": 0.61604}
{"mode": "train", "epoch": 110, "iter": 138650, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17489, "decode.acc_seg": 92.3725, "aux.loss_ce": 0.09324, "aux.acc_seg": 90.5368, "loss": 0.26812, "time": 0.63192}
{"mode": "train", "epoch": 110, "iter": 138700, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.19116, "decode.acc_seg": 91.75978, "aux.loss_ce": 0.10119, "aux.acc_seg": 89.74083, "loss": 0.29234, "time": 0.63516}
{"mode": "train", "epoch": 110, "iter": 138750, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19115, "decode.acc_seg": 91.95367, "aux.loss_ce": 0.1036, "aux.acc_seg": 89.78133, "loss": 0.29474, "time": 0.64116}
{"mode": "train", "epoch": 110, "iter": 138800, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18645, "decode.acc_seg": 92.21263, "aux.loss_ce": 0.10116, "aux.acc_seg": 90.00437, "loss": 0.28761, "time": 0.62491}
{"mode": "train", "epoch": 110, "iter": 138850, "lr": 1e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.18545, "decode.acc_seg": 92.3089, "aux.loss_ce": 0.10011, "aux.acc_seg": 90.05055, "loss": 0.28556, "time": 0.63551}
{"mode": "train", "epoch": 110, "iter": 138900, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18733, "decode.acc_seg": 91.98094, "aux.loss_ce": 0.09976, "aux.acc_seg": 90.11464, "loss": 0.28709, "time": 0.63474}
{"mode": "train", "epoch": 111, "iter": 138950, "lr": 1e-05, "memory": 43699, "data_time": 0.05298, "decode.loss_ce": 0.18845, "decode.acc_seg": 92.15141, "aux.loss_ce": 0.10064, "aux.acc_seg": 90.03618, "loss": 0.28909, "time": 0.69051}
{"mode": "train", "epoch": 111, "iter": 139000, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18022, "decode.acc_seg": 92.29616, "aux.loss_ce": 0.09488, "aux.acc_seg": 90.39649, "loss": 0.2751, "time": 0.61976}
{"mode": "train", "epoch": 111, "iter": 139050, "lr": 1e-05, "memory": 43699, "data_time": 0.00761, "decode.loss_ce": 0.17696, "decode.acc_seg": 92.16474, "aux.loss_ce": 0.09336, "aux.acc_seg": 90.37135, "loss": 0.27032, "time": 0.64589}
{"mode": "train", "epoch": 111, "iter": 139100, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.1875, "decode.acc_seg": 92.01125, "aux.loss_ce": 0.0996, "aux.acc_seg": 89.96861, "loss": 0.28711, "time": 0.62683}
{"mode": "train", "epoch": 111, "iter": 139150, "lr": 1e-05, "memory": 43699, "data_time": 0.0077, "decode.loss_ce": 0.16315, "decode.acc_seg": 92.83837, "aux.loss_ce": 0.08774, "aux.acc_seg": 90.88237, "loss": 0.25089, "time": 0.64244}
{"mode": "train", "epoch": 111, "iter": 139200, "lr": 1e-05, "memory": 43699, "data_time": 0.00821, "decode.loss_ce": 0.18404, "decode.acc_seg": 92.1905, "aux.loss_ce": 0.09804, "aux.acc_seg": 90.21851, "loss": 0.28208, "time": 0.61965}
{"mode": "train", "epoch": 111, "iter": 139250, "lr": 1e-05, "memory": 43699, "data_time": 0.00803, "decode.loss_ce": 0.1837, "decode.acc_seg": 92.15396, "aux.loss_ce": 0.09935, "aux.acc_seg": 89.79749, "loss": 0.28305, "time": 0.65212}
{"mode": "train", "epoch": 111, "iter": 139300, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18443, "decode.acc_seg": 92.18334, "aux.loss_ce": 0.09674, "aux.acc_seg": 90.19094, "loss": 0.28117, "time": 0.62461}
{"mode": "train", "epoch": 111, "iter": 139350, "lr": 1e-05, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.18074, "decode.acc_seg": 92.41143, "aux.loss_ce": 0.09696, "aux.acc_seg": 90.27073, "loss": 0.2777, "time": 0.64073}
{"mode": "train", "epoch": 111, "iter": 139400, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18958, "decode.acc_seg": 92.13119, "aux.loss_ce": 0.09994, "aux.acc_seg": 90.19147, "loss": 0.28952, "time": 0.61833}
{"mode": "train", "epoch": 111, "iter": 139450, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.18667, "decode.acc_seg": 92.06876, "aux.loss_ce": 0.10164, "aux.acc_seg": 89.87876, "loss": 0.28831, "time": 0.64649}
{"mode": "train", "epoch": 111, "iter": 139500, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18298, "decode.acc_seg": 92.31047, "aux.loss_ce": 0.09695, "aux.acc_seg": 90.39168, "loss": 0.27993, "time": 0.65194}
{"mode": "train", "epoch": 111, "iter": 139550, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.19719, "decode.acc_seg": 91.8018, "aux.loss_ce": 0.10559, "aux.acc_seg": 89.63775, "loss": 0.30278, "time": 0.6274}
{"mode": "train", "epoch": 111, "iter": 139600, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.18508, "decode.acc_seg": 92.19549, "aux.loss_ce": 0.10048, "aux.acc_seg": 89.94154, "loss": 0.28555, "time": 0.61848}
{"mode": "train", "epoch": 111, "iter": 139650, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.18613, "decode.acc_seg": 92.02649, "aux.loss_ce": 0.09949, "aux.acc_seg": 89.91613, "loss": 0.28562, "time": 0.65137}
{"mode": "train", "epoch": 111, "iter": 139700, "lr": 1e-05, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.18736, "decode.acc_seg": 91.87539, "aux.loss_ce": 0.10057, "aux.acc_seg": 89.61317, "loss": 0.28793, "time": 0.64254}
{"mode": "train", "epoch": 111, "iter": 139750, "lr": 1e-05, "memory": 43699, "data_time": 0.00811, "decode.loss_ce": 0.17542, "decode.acc_seg": 92.25554, "aux.loss_ce": 0.09494, "aux.acc_seg": 90.07324, "loss": 0.27036, "time": 0.61668}
{"mode": "train", "epoch": 111, "iter": 139800, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.18516, "decode.acc_seg": 92.08388, "aux.loss_ce": 0.09959, "aux.acc_seg": 89.96923, "loss": 0.28476, "time": 0.62369}
{"mode": "train", "epoch": 111, "iter": 139850, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.19694, "decode.acc_seg": 91.67259, "aux.loss_ce": 0.10407, "aux.acc_seg": 89.53173, "loss": 0.30101, "time": 0.64222}
{"mode": "train", "epoch": 111, "iter": 139900, "lr": 1e-05, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.18431, "decode.acc_seg": 92.13602, "aux.loss_ce": 0.09825, "aux.acc_seg": 90.20091, "loss": 0.28256, "time": 0.64049}
{"mode": "train", "epoch": 111, "iter": 139950, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18144, "decode.acc_seg": 92.16202, "aux.loss_ce": 0.09768, "aux.acc_seg": 89.89425, "loss": 0.27913, "time": 0.61623}
{"mode": "train", "epoch": 111, "iter": 140000, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.19138, "decode.acc_seg": 91.86398, "aux.loss_ce": 0.10061, "aux.acc_seg": 89.93506, "loss": 0.29199, "time": 0.62648}
{"mode": "train", "epoch": 111, "iter": 140050, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.17464, "decode.acc_seg": 92.20893, "aux.loss_ce": 0.09299, "aux.acc_seg": 90.24128, "loss": 0.26763, "time": 0.63248}
{"mode": "train", "epoch": 111, "iter": 140100, "lr": 1e-05, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.19357, "decode.acc_seg": 91.81368, "aux.loss_ce": 0.10375, "aux.acc_seg": 89.52156, "loss": 0.29732, "time": 0.65092}
{"mode": "train", "epoch": 111, "iter": 140150, "lr": 1e-05, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.18455, "decode.acc_seg": 92.05922, "aux.loss_ce": 0.09847, "aux.acc_seg": 89.9776, "loss": 0.28302, "time": 0.6198}
{"mode": "train", "epoch": 112, "iter": 140200, "lr": 1e-05, "memory": 43699, "data_time": 0.05601, "decode.loss_ce": 0.18142, "decode.acc_seg": 92.42583, "aux.loss_ce": 0.09735, "aux.acc_seg": 90.29432, "loss": 0.27877, "time": 0.66564}
{"mode": "train", "epoch": 112, "iter": 140250, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17786, "decode.acc_seg": 92.20708, "aux.loss_ce": 0.09543, "aux.acc_seg": 90.12568, "loss": 0.2733, "time": 0.65014}
{"mode": "train", "epoch": 112, "iter": 140300, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.1833, "decode.acc_seg": 92.20271, "aux.loss_ce": 0.09939, "aux.acc_seg": 90.08104, "loss": 0.28269, "time": 0.65223}
{"mode": "train", "epoch": 112, "iter": 140350, "lr": 1e-05, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.17514, "decode.acc_seg": 92.35476, "aux.loss_ce": 0.09322, "aux.acc_seg": 90.27583, "loss": 0.26836, "time": 0.61658}
{"mode": "train", "epoch": 112, "iter": 140400, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.17779, "decode.acc_seg": 92.24374, "aux.loss_ce": 0.09357, "aux.acc_seg": 90.41026, "loss": 0.27137, "time": 0.61699}
{"mode": "train", "epoch": 112, "iter": 140450, "lr": 1e-05, "memory": 43699, "data_time": 0.01602, "decode.loss_ce": 0.1792, "decode.acc_seg": 92.21701, "aux.loss_ce": 0.0961, "aux.acc_seg": 90.22356, "loss": 0.2753, "time": 0.63467}
{"mode": "train", "epoch": 112, "iter": 140500, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17979, "decode.acc_seg": 92.31164, "aux.loss_ce": 0.09869, "aux.acc_seg": 90.05556, "loss": 0.27848, "time": 0.65169}
{"mode": "train", "epoch": 112, "iter": 140550, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17421, "decode.acc_seg": 92.45019, "aux.loss_ce": 0.09362, "aux.acc_seg": 90.43928, "loss": 0.26783, "time": 0.617}
{"mode": "train", "epoch": 112, "iter": 140600, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17889, "decode.acc_seg": 92.19149, "aux.loss_ce": 0.0948, "aux.acc_seg": 90.31815, "loss": 0.27369, "time": 0.63836}
{"mode": "train", "epoch": 112, "iter": 140650, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.1797, "decode.acc_seg": 92.39251, "aux.loss_ce": 0.09643, "aux.acc_seg": 90.23667, "loss": 0.27613, "time": 0.63293}
{"mode": "train", "epoch": 112, "iter": 140700, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.1777, "decode.acc_seg": 92.5611, "aux.loss_ce": 0.09287, "aux.acc_seg": 90.7822, "loss": 0.27057, "time": 0.65347}
{"mode": "train", "epoch": 112, "iter": 140750, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.17321, "decode.acc_seg": 92.55991, "aux.loss_ce": 0.09386, "aux.acc_seg": 90.44949, "loss": 0.26707, "time": 0.61681}
{"mode": "train", "epoch": 112, "iter": 140800, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.17383, "decode.acc_seg": 92.34136, "aux.loss_ce": 0.09401, "aux.acc_seg": 90.22817, "loss": 0.26785, "time": 0.62458}
{"mode": "train", "epoch": 112, "iter": 140850, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18539, "decode.acc_seg": 92.23253, "aux.loss_ce": 0.09844, "aux.acc_seg": 90.20186, "loss": 0.28383, "time": 0.63373}
{"mode": "train", "epoch": 112, "iter": 140900, "lr": 1e-05, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.19142, "decode.acc_seg": 91.86541, "aux.loss_ce": 0.10213, "aux.acc_seg": 89.74756, "loss": 0.29355, "time": 0.65038}
{"mode": "train", "epoch": 112, "iter": 140950, "lr": 1e-05, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.18432, "decode.acc_seg": 92.16238, "aux.loss_ce": 0.09708, "aux.acc_seg": 90.14572, "loss": 0.28139, "time": 0.61574}
{"mode": "train", "epoch": 112, "iter": 141000, "lr": 1e-05, "memory": 43699, "data_time": 0.00763, "decode.loss_ce": 0.17016, "decode.acc_seg": 92.57164, "aux.loss_ce": 0.09223, "aux.acc_seg": 90.4932, "loss": 0.26239, "time": 0.63477}
{"mode": "train", "epoch": 112, "iter": 141050, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.18163, "decode.acc_seg": 92.42774, "aux.loss_ce": 0.09818, "aux.acc_seg": 90.39701, "loss": 0.27981, "time": 0.63667}
{"mode": "train", "epoch": 112, "iter": 141100, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.178, "decode.acc_seg": 92.46503, "aux.loss_ce": 0.09526, "aux.acc_seg": 90.28881, "loss": 0.27325, "time": 0.64888}
{"mode": "train", "epoch": 112, "iter": 141150, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.19215, "decode.acc_seg": 91.8699, "aux.loss_ce": 0.10241, "aux.acc_seg": 89.6616, "loss": 0.29455, "time": 0.61602}
{"mode": "train", "epoch": 112, "iter": 141200, "lr": 1e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.18928, "decode.acc_seg": 91.91107, "aux.loss_ce": 0.09782, "aux.acc_seg": 90.06825, "loss": 0.28709, "time": 0.6245}
{"mode": "train", "epoch": 112, "iter": 141250, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18004, "decode.acc_seg": 92.42754, "aux.loss_ce": 0.09587, "aux.acc_seg": 90.48937, "loss": 0.27591, "time": 0.64247}
{"mode": "train", "epoch": 112, "iter": 141300, "lr": 1e-05, "memory": 43699, "data_time": 0.00765, "decode.loss_ce": 0.1808, "decode.acc_seg": 92.1376, "aux.loss_ce": 0.09619, "aux.acc_seg": 90.15463, "loss": 0.27698, "time": 0.65093}
{"mode": "train", "epoch": 112, "iter": 141350, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.18817, "decode.acc_seg": 91.98575, "aux.loss_ce": 0.09918, "aux.acc_seg": 89.96044, "loss": 0.28735, "time": 0.61506}
{"mode": "train", "epoch": 112, "iter": 141400, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.1845, "decode.acc_seg": 91.97883, "aux.loss_ce": 0.09892, "aux.acc_seg": 89.98125, "loss": 0.28342, "time": 0.62565}
{"mode": "train", "epoch": 112, "iter": 141450, "lr": 1e-05, "memory": 43699, "data_time": 0.00771, "decode.loss_ce": 0.18819, "decode.acc_seg": 92.17678, "aux.loss_ce": 0.09929, "aux.acc_seg": 90.18692, "loss": 0.28748, "time": 0.65757}
{"mode": "train", "epoch": 113, "iter": 141500, "lr": 1e-05, "memory": 43699, "data_time": 0.0583, "decode.loss_ce": 0.16914, "decode.acc_seg": 92.87504, "aux.loss_ce": 0.09195, "aux.acc_seg": 90.71712, "loss": 0.26109, "time": 0.68518}
{"mode": "train", "epoch": 113, "iter": 141550, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.17676, "decode.acc_seg": 92.38505, "aux.loss_ce": 0.09268, "aux.acc_seg": 90.50617, "loss": 0.26945, "time": 0.61613}
{"mode": "train", "epoch": 113, "iter": 141600, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17731, "decode.acc_seg": 92.31331, "aux.loss_ce": 0.096, "aux.acc_seg": 90.21464, "loss": 0.27331, "time": 0.62572}
{"mode": "train", "epoch": 113, "iter": 141650, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.17227, "decode.acc_seg": 92.66436, "aux.loss_ce": 0.09191, "aux.acc_seg": 90.80477, "loss": 0.26418, "time": 0.64861}
{"mode": "train", "epoch": 113, "iter": 141700, "lr": 1e-05, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.17806, "decode.acc_seg": 92.20131, "aux.loss_ce": 0.0959, "aux.acc_seg": 90.03763, "loss": 0.27396, "time": 0.62531}
{"mode": "train", "epoch": 113, "iter": 141750, "lr": 1e-05, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.19405, "decode.acc_seg": 91.9503, "aux.loss_ce": 0.10204, "aux.acc_seg": 89.91322, "loss": 0.29609, "time": 0.61693}
{"mode": "train", "epoch": 113, "iter": 141800, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18274, "decode.acc_seg": 92.32264, "aux.loss_ce": 0.09941, "aux.acc_seg": 90.19785, "loss": 0.28215, "time": 0.62551}
{"mode": "train", "epoch": 113, "iter": 141850, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.18335, "decode.acc_seg": 92.26821, "aux.loss_ce": 0.09981, "aux.acc_seg": 90.09632, "loss": 0.28316, "time": 0.65061}
{"mode": "train", "epoch": 113, "iter": 141900, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18328, "decode.acc_seg": 92.08284, "aux.loss_ce": 0.09681, "aux.acc_seg": 89.91686, "loss": 0.2801, "time": 0.62611}
{"mode": "train", "epoch": 113, "iter": 141950, "lr": 1e-05, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17325, "decode.acc_seg": 92.67573, "aux.loss_ce": 0.09267, "aux.acc_seg": 90.71968, "loss": 0.26592, "time": 0.61608}
{"mode": "train", "epoch": 113, "iter": 142000, "lr": 1e-05, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.18013, "decode.acc_seg": 92.40819, "aux.loss_ce": 0.09616, "aux.acc_seg": 90.37175, "loss": 0.27629, "time": 0.62429}
{"mode": "train", "epoch": 113, "iter": 142050, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17964, "decode.acc_seg": 92.32125, "aux.loss_ce": 0.09666, "aux.acc_seg": 90.28219, "loss": 0.2763, "time": 0.65726}
{"mode": "train", "epoch": 113, "iter": 142100, "lr": 1e-05, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.18217, "decode.acc_seg": 92.26981, "aux.loss_ce": 0.09658, "aux.acc_seg": 90.4368, "loss": 0.27875, "time": 0.6322}
{"mode": "train", "epoch": 113, "iter": 142150, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.18184, "decode.acc_seg": 92.19397, "aux.loss_ce": 0.09808, "aux.acc_seg": 90.06846, "loss": 0.27992, "time": 0.61701}
{"mode": "train", "epoch": 113, "iter": 142200, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.17845, "decode.acc_seg": 92.28227, "aux.loss_ce": 0.09649, "aux.acc_seg": 90.18852, "loss": 0.27494, "time": 0.62674}
{"mode": "train", "epoch": 113, "iter": 142250, "lr": 1e-05, "memory": 43699, "data_time": 0.01523, "decode.loss_ce": 0.18008, "decode.acc_seg": 92.2533, "aux.loss_ce": 0.09783, "aux.acc_seg": 90.07462, "loss": 0.27791, "time": 0.65114}
{"mode": "train", "epoch": 113, "iter": 142300, "lr": 1e-05, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17681, "decode.acc_seg": 92.57361, "aux.loss_ce": 0.09693, "aux.acc_seg": 90.27046, "loss": 0.27374, "time": 0.61629}
{"mode": "train", "epoch": 113, "iter": 142350, "lr": 1e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17076, "decode.acc_seg": 92.74744, "aux.loss_ce": 0.09139, "aux.acc_seg": 90.75073, "loss": 0.26215, "time": 0.61611}
{"mode": "train", "epoch": 113, "iter": 142400, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17912, "decode.acc_seg": 92.22848, "aux.loss_ce": 0.09649, "aux.acc_seg": 90.03243, "loss": 0.27562, "time": 0.63463}
{"mode": "train", "epoch": 113, "iter": 142450, "lr": 1e-05, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.18443, "decode.acc_seg": 92.00942, "aux.loss_ce": 0.09819, "aux.acc_seg": 90.13878, "loss": 0.28262, "time": 0.65791}
{"mode": "train", "epoch": 113, "iter": 142500, "lr": 1e-05, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17572, "decode.acc_seg": 92.25869, "aux.loss_ce": 0.09395, "aux.acc_seg": 90.31418, "loss": 0.26967, "time": 0.61691}
{"mode": "train", "epoch": 113, "iter": 142550, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.17609, "decode.acc_seg": 92.38736, "aux.loss_ce": 0.09516, "aux.acc_seg": 90.18621, "loss": 0.27125, "time": 0.61639}
{"mode": "train", "epoch": 113, "iter": 142600, "lr": 1e-05, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.1768, "decode.acc_seg": 92.41469, "aux.loss_ce": 0.09549, "aux.acc_seg": 90.31588, "loss": 0.27229, "time": 0.6433}
{"mode": "train", "epoch": 113, "iter": 142650, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.17193, "decode.acc_seg": 92.62693, "aux.loss_ce": 0.09288, "aux.acc_seg": 90.50348, "loss": 0.26481, "time": 0.6428}
{"mode": "train", "epoch": 113, "iter": 142700, "lr": 1e-05, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18539, "decode.acc_seg": 92.17028, "aux.loss_ce": 0.09733, "aux.acc_seg": 90.17148, "loss": 0.28271, "time": 0.6329}
{"mode": "train", "epoch": 114, "iter": 142750, "lr": 1e-05, "memory": 43699, "data_time": 0.05193, "decode.loss_ce": 0.16959, "decode.acc_seg": 92.63921, "aux.loss_ce": 0.09119, "aux.acc_seg": 90.62187, "loss": 0.26077, "time": 0.66859}
{"mode": "train", "epoch": 114, "iter": 142800, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.1758, "decode.acc_seg": 92.43728, "aux.loss_ce": 0.09247, "aux.acc_seg": 90.56123, "loss": 0.26827, "time": 0.63815}
{"mode": "train", "epoch": 114, "iter": 142850, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.19179, "decode.acc_seg": 91.67931, "aux.loss_ce": 0.10168, "aux.acc_seg": 89.46473, "loss": 0.29348, "time": 0.6433}
{"mode": "train", "epoch": 114, "iter": 142900, "lr": 1e-05, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.16884, "decode.acc_seg": 92.93458, "aux.loss_ce": 0.09125, "aux.acc_seg": 90.95167, "loss": 0.26009, "time": 0.63391}
{"mode": "train", "epoch": 114, "iter": 142950, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18167, "decode.acc_seg": 92.25225, "aux.loss_ce": 0.09781, "aux.acc_seg": 90.03517, "loss": 0.27948, "time": 0.62651}
{"mode": "train", "epoch": 114, "iter": 143000, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17687, "decode.acc_seg": 92.37824, "aux.loss_ce": 0.09626, "aux.acc_seg": 90.14001, "loss": 0.27313, "time": 0.63613}
{"mode": "train", "epoch": 114, "iter": 143050, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17678, "decode.acc_seg": 92.71983, "aux.loss_ce": 0.09382, "aux.acc_seg": 90.81624, "loss": 0.2706, "time": 0.64238}
{"mode": "train", "epoch": 114, "iter": 143100, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.18034, "decode.acc_seg": 92.2222, "aux.loss_ce": 0.0975, "aux.acc_seg": 90.05292, "loss": 0.27784, "time": 0.63451}
{"mode": "train", "epoch": 114, "iter": 143150, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18603, "decode.acc_seg": 92.00928, "aux.loss_ce": 0.10027, "aux.acc_seg": 89.93006, "loss": 0.28631, "time": 0.61777}
{"mode": "train", "epoch": 114, "iter": 143200, "lr": 1e-05, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.17878, "decode.acc_seg": 92.33467, "aux.loss_ce": 0.09697, "aux.acc_seg": 90.13602, "loss": 0.27576, "time": 0.64372}
{"mode": "train", "epoch": 114, "iter": 143250, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.18404, "decode.acc_seg": 92.20503, "aux.loss_ce": 0.09743, "aux.acc_seg": 90.07353, "loss": 0.28147, "time": 0.63243}
{"mode": "train", "epoch": 114, "iter": 143300, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17642, "decode.acc_seg": 92.38906, "aux.loss_ce": 0.09486, "aux.acc_seg": 90.24883, "loss": 0.27128, "time": 0.64421}
{"mode": "train", "epoch": 114, "iter": 143350, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18234, "decode.acc_seg": 92.22813, "aux.loss_ce": 0.09675, "aux.acc_seg": 90.19568, "loss": 0.27909, "time": 0.61751}
{"mode": "train", "epoch": 114, "iter": 143400, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18408, "decode.acc_seg": 92.14674, "aux.loss_ce": 0.09731, "aux.acc_seg": 89.99263, "loss": 0.2814, "time": 0.65012}
{"mode": "train", "epoch": 114, "iter": 143450, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18035, "decode.acc_seg": 92.25491, "aux.loss_ce": 0.09901, "aux.acc_seg": 89.97209, "loss": 0.27936, "time": 0.625}
{"mode": "train", "epoch": 114, "iter": 143500, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.17709, "decode.acc_seg": 92.34933, "aux.loss_ce": 0.09446, "aux.acc_seg": 90.41348, "loss": 0.27154, "time": 0.63456}
{"mode": "train", "epoch": 114, "iter": 143550, "lr": 1e-05, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.18546, "decode.acc_seg": 92.19077, "aux.loss_ce": 0.09937, "aux.acc_seg": 90.06617, "loss": 0.28482, "time": 0.616}
{"mode": "train", "epoch": 114, "iter": 143600, "lr": 1e-05, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17681, "decode.acc_seg": 92.46773, "aux.loss_ce": 0.0942, "aux.acc_seg": 90.51795, "loss": 0.271, "time": 0.64845}
{"mode": "train", "epoch": 114, "iter": 143650, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17629, "decode.acc_seg": 92.41703, "aux.loss_ce": 0.09285, "aux.acc_seg": 90.44398, "loss": 0.26915, "time": 0.63211}
{"mode": "train", "epoch": 114, "iter": 143700, "lr": 1e-05, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18289, "decode.acc_seg": 92.28902, "aux.loss_ce": 0.09963, "aux.acc_seg": 90.05158, "loss": 0.28252, "time": 0.63782}
{"mode": "train", "epoch": 114, "iter": 143750, "lr": 1e-05, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.17378, "decode.acc_seg": 92.34681, "aux.loss_ce": 0.09579, "aux.acc_seg": 90.09539, "loss": 0.26956, "time": 0.61613}
{"mode": "train", "epoch": 114, "iter": 143800, "lr": 1e-05, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.163, "decode.acc_seg": 93.02082, "aux.loss_ce": 0.08697, "aux.acc_seg": 91.13171, "loss": 0.24998, "time": 0.65135}
{"mode": "train", "epoch": 114, "iter": 143850, "lr": 1e-05, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.18412, "decode.acc_seg": 92.18037, "aux.loss_ce": 0.09926, "aux.acc_seg": 90.06385, "loss": 0.28337, "time": 0.62309}
{"mode": "train", "epoch": 114, "iter": 143900, "lr": 1e-05, "memory": 43699, "data_time": 0.01626, "decode.loss_ce": 0.177, "decode.acc_seg": 92.25907, "aux.loss_ce": 0.09316, "aux.acc_seg": 90.41004, "loss": 0.27016, "time": 0.63452}
{"mode": "train", "epoch": 114, "iter": 143950, "lr": 1e-05, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17317, "decode.acc_seg": 92.57385, "aux.loss_ce": 0.09296, "aux.acc_seg": 90.25923, "loss": 0.26613, "time": 0.61864}
{"mode": "train", "epoch": 115, "iter": 144000, "lr": 1e-05, "memory": 43699, "data_time": 0.05639, "decode.loss_ce": 0.18029, "decode.acc_seg": 92.24166, "aux.loss_ce": 0.09699, "aux.acc_seg": 90.12458, "loss": 0.27728, "time": 0.75129}
{"mode": "val", "epoch": 115, "iter": 250, "lr": 1e-05, "aAcc": 0.8419, "mIoU": 0.5215, "mAcc": 0.6476, "IoU.wall": 0.7962, "IoU.building": 0.8297, "IoU.sky": 0.9468, "IoU.floor": 0.8256, "IoU.tree": 0.7561, "IoU.ceiling": 0.8556, "IoU.road": 0.8587, "IoU.bed ": 0.909, "IoU.windowpane": 0.6281, "IoU.grass": 0.6713, "IoU.cabinet": 0.6339, "IoU.sidewalk": 0.6857, "IoU.person": 0.8363, "IoU.earth": 0.3769, "IoU.door": 0.5404, "IoU.table": 0.6422, "IoU.mountain": 0.6254, "IoU.plant": 0.5213, "IoU.curtain": 0.773, "IoU.chair": 0.6078, "IoU.car": 0.8577, "IoU.water": 0.5171, "IoU.painting": 0.7515, "IoU.sofa": 0.7214, "IoU.shelf": 0.4555, "IoU.house": 0.4509, "IoU.sea": 0.5499, "IoU.mirror": 0.7084, "IoU.rug": 0.6185, "IoU.field": 0.2928, "IoU.armchair": 0.4744, "IoU.seat": 0.6745, "IoU.fence": 0.4721, "IoU.desk": 0.5403, "IoU.rock": 0.4737, "IoU.wardrobe": 0.4761, "IoU.lamp": 0.6752, "IoU.bathtub": 0.8191, "IoU.railing": 0.3803, "IoU.cushion": 0.6547, "IoU.base": 0.3207, "IoU.box": 0.3071, "IoU.column": 0.4673, "IoU.signboard": 0.3823, "IoU.chest of drawers": 0.4007, "IoU.counter": 0.3276, "IoU.sand": 0.4799, "IoU.sink": 0.7418, "IoU.skyscraper": 0.4876, "IoU.fireplace": 0.7782, "IoU.refrigerator": 0.8182, "IoU.grandstand": 0.5148, "IoU.path": 0.2725, "IoU.stairs": 0.3407, "IoU.runway": 0.7046, "IoU.case": 0.5285, "IoU.pool table": 0.9329, "IoU.pillow": 0.6211, "IoU.screen door": 0.6374, "IoU.stairway": 0.3564, "IoU.river": 0.0975, "IoU.bridge": 0.6622, "IoU.bookcase": 0.3969, "IoU.blind": 0.4505, "IoU.coffee table": 0.626, "IoU.toilet": 0.8614, "IoU.flower": 0.4235, "IoU.book": 0.4528, "IoU.hill": 0.1109, "IoU.bench": 0.4746, "IoU.countertop": 0.5678, "IoU.stove": 0.7745, "IoU.palm": 0.5003, "IoU.kitchen island": 0.4336, "IoU.computer": 0.6974, "IoU.swivel chair": 0.4826, "IoU.boat": 0.3605, "IoU.bar": 0.3664, "IoU.arcade machine": 0.8305, "IoU.hovel": 0.4503, "IoU.bus": 0.8941, "IoU.towel": 0.6744, "IoU.light": 0.5699, "IoU.truck": 0.3864, "IoU.tower": 0.2223, "IoU.chandelier": 0.7103, "IoU.awning": 0.2948, "IoU.streetlight": 0.3011, "IoU.booth": 0.5963, "IoU.television receiver": 0.6996, "IoU.airplane": 0.6641, "IoU.dirt track": 0.1407, "IoU.apparel": 0.4317, "IoU.pole": 0.2501, "IoU.land": 0.0347, "IoU.bannister": 0.1633, "IoU.escalator": 0.3906, "IoU.ottoman": 0.5345, "IoU.bottle": 0.4191, "IoU.buffet": 0.5481, "IoU.poster": 0.3714, "IoU.stage": 0.1811, "IoU.van": 0.472, "IoU.ship": 0.5849, "IoU.fountain": 0.2127, "IoU.conveyer belt": 0.7138, "IoU.canopy": 0.2686, "IoU.washer": 0.8269, "IoU.plaything": 0.4193, "IoU.swimming pool": 0.6693, "IoU.stool": 0.4733, "IoU.barrel": 0.5553, "IoU.basket": 0.4223, "IoU.waterfall": 0.5639, "IoU.tent": 0.9509, "IoU.bag": 0.2145, "IoU.minibike": 0.7132, "IoU.cradle": 0.6907, "IoU.oven": 0.3132, "IoU.ball": 0.4544, "IoU.food": 0.5542, "IoU.step": 0.1333, "IoU.tank": 0.5594, "IoU.trade name": 0.2471, "IoU.microwave": 0.6283, "IoU.pot": 0.4565, "IoU.animal": 0.6675, "IoU.bicycle": 0.5489, "IoU.lake": 0.4698, "IoU.dishwasher": 0.6861, "IoU.screen": 0.4942, "IoU.blanket": 0.2506, "IoU.sculpture": 0.6548, "IoU.hood": 0.5884, "IoU.sconce": 0.5248, "IoU.vase": 0.4375, "IoU.traffic light": 0.3629, "IoU.tray": 0.1128, "IoU.ashcan": 0.4568, "IoU.fan": 0.6562, "IoU.pier": 0.3053, "IoU.crt screen": 0.0395, "IoU.plate": 0.5783, "IoU.monitor": 0.0825, "IoU.bulletin board": 0.4837, "IoU.shower": 0.0176, "IoU.radiator": 0.6746, "IoU.glass": 0.1727, "IoU.clock": 0.4302, "IoU.flag": 0.6274, "Acc.wall": 0.8896, "Acc.building": 0.9155, "Acc.sky": 0.9755, "Acc.floor": 0.907, "Acc.tree": 0.8932, "Acc.ceiling": 0.9203, "Acc.road": 0.9208, "Acc.bed ": 0.9623, "Acc.windowpane": 0.7842, "Acc.grass": 0.8383, "Acc.cabinet": 0.7376, "Acc.sidewalk": 0.8012, "Acc.person": 0.9375, "Acc.earth": 0.4834, "Acc.door": 0.72, "Acc.table": 0.7917, "Acc.mountain": 0.7629, "Acc.plant": 0.6294, "Acc.curtain": 0.8818, "Acc.chair": 0.7548, "Acc.car": 0.9339, "Acc.water": 0.6566, "Acc.painting": 0.9099, "Acc.sofa": 0.8666, "Acc.shelf": 0.666, "Acc.house": 0.721, "Acc.sea": 0.7634, "Acc.mirror": 0.7858, "Acc.rug": 0.7402, "Acc.field": 0.4924, "Acc.armchair": 0.6467, "Acc.seat": 0.8443, "Acc.fence": 0.6323, "Acc.desk": 0.7216, "Acc.rock": 0.7392, "Acc.wardrobe": 0.6811, "Acc.lamp": 0.7955, "Acc.bathtub": 0.8607, "Acc.railing": 0.5363, "Acc.cushion": 0.8005, "Acc.base": 0.3951, "Acc.box": 0.3782, "Acc.column": 0.5979, "Acc.signboard": 0.5392, "Acc.chest of drawers": 0.6421, "Acc.counter": 0.4216, "Acc.sand": 0.7086, "Acc.sink": 0.8135, "Acc.skyscraper": 0.6242, "Acc.fireplace": 0.932, "Acc.refrigerator": 0.9162, "Acc.grandstand": 0.779, "Acc.path": 0.4287, "Acc.stairs": 0.4232, "Acc.runway": 0.9087, "Acc.case": 0.6998, "Acc.pool table": 0.9693, "Acc.pillow": 0.7207, "Acc.screen door": 0.6584, "Acc.stairway": 0.4175, "Acc.river": 0.2341, "Acc.bridge": 0.8368, "Acc.bookcase": 0.6367, "Acc.blind": 0.5208, "Acc.coffee table": 0.8327, "Acc.toilet": 0.9231, "Acc.flower": 0.5942, "Acc.book": 0.685, "Acc.hill": 0.1631, "Acc.bench": 0.5308, "Acc.countertop": 0.7275, "Acc.stove": 0.8404, "Acc.palm": 0.7021, "Acc.kitchen island": 0.7597, "Acc.computer": 0.8208, "Acc.swivel chair": 0.6426, "Acc.boat": 0.5318, "Acc.bar": 0.4992, "Acc.arcade machine": 0.8812, "Acc.hovel": 0.4994, "Acc.bus": 0.9747, "Acc.towel": 0.8088, "Acc.light": 0.6576, "Acc.truck": 0.482, "Acc.tower": 0.2879, "Acc.chandelier": 0.8519, "Acc.awning": 0.3698, "Acc.streetlight": 0.3918, "Acc.booth": 0.6263, "Acc.television receiver": 0.8118, "Acc.airplane": 0.7666, "Acc.dirt track": 0.2723, "Acc.apparel": 0.5961, "Acc.pole": 0.3762, "Acc.land": 0.0522, "Acc.bannister": 0.1957, "Acc.escalator": 0.4658, "Acc.ottoman": 0.6961, "Acc.bottle": 0.6462, "Acc.buffet": 0.6767, "Acc.poster": 0.5588, "Acc.stage": 0.332, "Acc.van": 0.6426, "Acc.ship": 0.9413, "Acc.fountain": 0.2185, "Acc.conveyer belt": 0.9219, "Acc.canopy": 0.4043, "Acc.washer": 0.8555, "Acc.plaything": 0.5605, "Acc.swimming pool": 0.9291, "Acc.stool": 0.605, "Acc.barrel": 0.6836, "Acc.basket": 0.5298, "Acc.waterfall": 0.6202, "Acc.tent": 0.9856, "Acc.bag": 0.2766, "Acc.minibike": 0.8628, "Acc.cradle": 0.8509, "Acc.oven": 0.6298, "Acc.ball": 0.5148, "Acc.food": 0.6753, "Acc.step": 0.1483, "Acc.tank": 0.6636, "Acc.trade name": 0.2848, "Acc.microwave": 0.6982, "Acc.pot": 0.5358, "Acc.animal": 0.7005, "Acc.bicycle": 0.7682, "Acc.lake": 0.5658, "Acc.dishwasher": 0.81, "Acc.screen": 0.7261, "Acc.blanket": 0.2947, "Acc.sculpture": 0.8027, "Acc.hood": 0.6866, "Acc.sconce": 0.6325, "Acc.vase": 0.5907, "Acc.traffic light": 0.5751, "Acc.tray": 0.1733, "Acc.ashcan": 0.6246, "Acc.fan": 0.7906, "Acc.pier": 0.4588, "Acc.crt screen": 0.1196, "Acc.plate": 0.7569, "Acc.monitor": 0.1103, "Acc.bulletin board": 0.6591, "Acc.shower": 0.0206, "Acc.radiator": 0.7616, "Acc.glass": 0.1897, "Acc.clock": 0.4981, "Acc.flag": 0.7533}
{"mode": "train", "epoch": 115, "iter": 144050, "lr": 1e-05, "memory": 43699, "data_time": 1.33144, "decode.loss_ce": 0.18365, "decode.acc_seg": 92.32303, "aux.loss_ce": 0.09811, "aux.acc_seg": 90.26578, "loss": 0.28176, "time": 1.96682}
{"mode": "train", "epoch": 115, "iter": 144100, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17523, "decode.acc_seg": 92.67242, "aux.loss_ce": 0.09512, "aux.acc_seg": 90.58409, "loss": 0.27034, "time": 0.61887}
{"mode": "train", "epoch": 115, "iter": 144150, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17607, "decode.acc_seg": 92.39619, "aux.loss_ce": 0.09358, "aux.acc_seg": 90.4547, "loss": 0.26965, "time": 0.61677}
{"mode": "train", "epoch": 115, "iter": 144200, "lr": 1e-05, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.18269, "decode.acc_seg": 92.12807, "aux.loss_ce": 0.10075, "aux.acc_seg": 89.70627, "loss": 0.28345, "time": 0.62319}
{"mode": "train", "epoch": 115, "iter": 144250, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.17704, "decode.acc_seg": 92.41887, "aux.loss_ce": 0.09431, "aux.acc_seg": 90.47012, "loss": 0.27135, "time": 0.64254}
{"mode": "train", "epoch": 115, "iter": 144300, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.17559, "decode.acc_seg": 92.47103, "aux.loss_ce": 0.0931, "aux.acc_seg": 90.68791, "loss": 0.26869, "time": 0.6366}
{"mode": "train", "epoch": 115, "iter": 144350, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18152, "decode.acc_seg": 91.97754, "aux.loss_ce": 0.096, "aux.acc_seg": 90.00988, "loss": 0.27753, "time": 0.61607}
{"mode": "train", "epoch": 115, "iter": 144400, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.16795, "decode.acc_seg": 92.71123, "aux.loss_ce": 0.09005, "aux.acc_seg": 90.82447, "loss": 0.258, "time": 0.63261}
{"mode": "train", "epoch": 115, "iter": 144450, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.17781, "decode.acc_seg": 92.46531, "aux.loss_ce": 0.0951, "aux.acc_seg": 90.38922, "loss": 0.27291, "time": 0.64224}
{"mode": "train", "epoch": 115, "iter": 144500, "lr": 1e-05, "memory": 43699, "data_time": 0.00768, "decode.loss_ce": 0.18149, "decode.acc_seg": 92.29994, "aux.loss_ce": 0.09631, "aux.acc_seg": 90.35776, "loss": 0.2778, "time": 0.61685}
{"mode": "train", "epoch": 115, "iter": 144550, "lr": 1e-05, "memory": 43699, "data_time": 0.00775, "decode.loss_ce": 0.17268, "decode.acc_seg": 92.537, "aux.loss_ce": 0.09182, "aux.acc_seg": 90.56255, "loss": 0.2645, "time": 0.64274}
{"mode": "train", "epoch": 115, "iter": 144600, "lr": 1e-05, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.18169, "decode.acc_seg": 91.96734, "aux.loss_ce": 0.09669, "aux.acc_seg": 89.96948, "loss": 0.27838, "time": 0.62332}
{"mode": "train", "epoch": 115, "iter": 144650, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17465, "decode.acc_seg": 92.54841, "aux.loss_ce": 0.09327, "aux.acc_seg": 90.55185, "loss": 0.26792, "time": 0.65092}
{"mode": "train", "epoch": 115, "iter": 144700, "lr": 1e-05, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.16976, "decode.acc_seg": 92.8053, "aux.loss_ce": 0.09264, "aux.acc_seg": 90.68237, "loss": 0.2624, "time": 0.61648}
{"mode": "train", "epoch": 115, "iter": 144750, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17577, "decode.acc_seg": 92.40036, "aux.loss_ce": 0.09404, "aux.acc_seg": 90.3694, "loss": 0.26981, "time": 0.63579}
{"mode": "train", "epoch": 115, "iter": 144800, "lr": 1e-05, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18707, "decode.acc_seg": 91.91036, "aux.loss_ce": 0.09981, "aux.acc_seg": 89.87355, "loss": 0.28687, "time": 0.62474}
{"mode": "train", "epoch": 115, "iter": 144850, "lr": 1e-05, "memory": 43699, "data_time": 0.00762, "decode.loss_ce": 0.17489, "decode.acc_seg": 92.41089, "aux.loss_ce": 0.09261, "aux.acc_seg": 90.63279, "loss": 0.2675, "time": 0.65142}
{"mode": "train", "epoch": 115, "iter": 144900, "lr": 1e-05, "memory": 43699, "data_time": 0.00758, "decode.loss_ce": 0.17646, "decode.acc_seg": 92.31199, "aux.loss_ce": 0.09443, "aux.acc_seg": 90.30535, "loss": 0.27089, "time": 0.62425}
{"mode": "train", "epoch": 115, "iter": 144950, "lr": 1e-05, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17738, "decode.acc_seg": 92.20119, "aux.loss_ce": 0.09589, "aux.acc_seg": 90.05017, "loss": 0.27327, "time": 0.63415}
{"mode": "train", "epoch": 115, "iter": 145000, "lr": 1e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.1787, "decode.acc_seg": 92.37327, "aux.loss_ce": 0.09503, "aux.acc_seg": 90.32805, "loss": 0.27373, "time": 0.62539}
{"mode": "train", "epoch": 115, "iter": 145050, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18509, "decode.acc_seg": 92.19725, "aux.loss_ce": 0.09612, "aux.acc_seg": 90.36633, "loss": 0.28121, "time": 0.65157}
{"mode": "train", "epoch": 115, "iter": 145100, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.17961, "decode.acc_seg": 92.3699, "aux.loss_ce": 0.09535, "aux.acc_seg": 90.35523, "loss": 0.27496, "time": 0.61568}
{"mode": "train", "epoch": 115, "iter": 145150, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.1701, "decode.acc_seg": 92.69971, "aux.loss_ce": 0.09199, "aux.acc_seg": 90.63749, "loss": 0.26209, "time": 0.64497}
{"mode": "train", "epoch": 115, "iter": 145200, "lr": 1e-05, "memory": 43699, "data_time": 0.01583, "decode.loss_ce": 0.19214, "decode.acc_seg": 91.99539, "aux.loss_ce": 0.10064, "aux.acc_seg": 90.03311, "loss": 0.29279, "time": 0.63526}
{"mode": "train", "epoch": 116, "iter": 145250, "lr": 1e-05, "memory": 43699, "data_time": 0.05145, "decode.loss_ce": 0.17123, "decode.acc_seg": 92.83417, "aux.loss_ce": 0.09458, "aux.acc_seg": 90.56518, "loss": 0.26581, "time": 0.6902}
{"mode": "train", "epoch": 116, "iter": 145300, "lr": 1e-05, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17713, "decode.acc_seg": 92.4253, "aux.loss_ce": 0.09418, "aux.acc_seg": 90.52301, "loss": 0.27131, "time": 0.62772}
{"mode": "train", "epoch": 116, "iter": 145350, "lr": 1e-05, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.18268, "decode.acc_seg": 92.06177, "aux.loss_ce": 0.09844, "aux.acc_seg": 89.97987, "loss": 0.28111, "time": 0.6412}
{"mode": "train", "epoch": 116, "iter": 145400, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17392, "decode.acc_seg": 92.58514, "aux.loss_ce": 0.09255, "aux.acc_seg": 90.76483, "loss": 0.26647, "time": 0.61672}
{"mode": "train", "epoch": 116, "iter": 145450, "lr": 1e-05, "memory": 43699, "data_time": 0.00777, "decode.loss_ce": 0.1762, "decode.acc_seg": 92.51137, "aux.loss_ce": 0.09628, "aux.acc_seg": 90.29561, "loss": 0.27248, "time": 0.65192}
{"mode": "train", "epoch": 116, "iter": 145500, "lr": 1e-05, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18337, "decode.acc_seg": 92.27115, "aux.loss_ce": 0.09765, "aux.acc_seg": 90.13708, "loss": 0.28102, "time": 0.63191}
{"mode": "train", "epoch": 116, "iter": 145550, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.17823, "decode.acc_seg": 92.35715, "aux.loss_ce": 0.09564, "aux.acc_seg": 90.27764, "loss": 0.27387, "time": 0.63304}
{"mode": "train", "epoch": 116, "iter": 145600, "lr": 1e-05, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17692, "decode.acc_seg": 92.34684, "aux.loss_ce": 0.09486, "aux.acc_seg": 90.32506, "loss": 0.27178, "time": 0.61462}
{"mode": "train", "epoch": 116, "iter": 145650, "lr": 1e-05, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.17697, "decode.acc_seg": 92.44895, "aux.loss_ce": 0.0946, "aux.acc_seg": 90.61061, "loss": 0.27157, "time": 0.64985}
{"mode": "train", "epoch": 116, "iter": 145700, "lr": 1e-05, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18095, "decode.acc_seg": 92.24772, "aux.loss_ce": 0.09538, "aux.acc_seg": 90.24713, "loss": 0.27633, "time": 0.63164}
{"mode": "train", "epoch": 116, "iter": 145750, "lr": 1e-05, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.18992, "decode.acc_seg": 91.90827, "aux.loss_ce": 0.10376, "aux.acc_seg": 89.71411, "loss": 0.29368, "time": 0.63192}
{"mode": "train", "epoch": 116, "iter": 145800, "lr": 1e-05, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.18064, "decode.acc_seg": 92.33896, "aux.loss_ce": 0.09546, "aux.acc_seg": 90.41545, "loss": 0.27609, "time": 0.62568}
{"mode": "train", "epoch": 116, "iter": 145850, "lr": 1e-05, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.17591, "decode.acc_seg": 92.459, "aux.loss_ce": 0.09432, "aux.acc_seg": 90.46972, "loss": 0.27023, "time": 0.64242}
{"mode": "train", "epoch": 116, "iter": 145900, "lr": 1e-05, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.17627, "decode.acc_seg": 92.44017, "aux.loss_ce": 0.09408, "aux.acc_seg": 90.42359, "loss": 0.27036, "time": 0.63359}
{"mode": "train", "epoch": 116, "iter": 145950, "lr": 1e-05, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.19562, "decode.acc_seg": 91.7381, "aux.loss_ce": 0.10274, "aux.acc_seg": 89.87076, "loss": 0.29836, "time": 0.63429}
{"mode": "train", "epoch": 116, "iter": 146000, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17545, "decode.acc_seg": 92.58936, "aux.loss_ce": 0.09381, "aux.acc_seg": 90.54726, "loss": 0.26926, "time": 0.63472}
{"mode": "train", "epoch": 116, "iter": 146050, "lr": 1e-05, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.16428, "decode.acc_seg": 92.86896, "aux.loss_ce": 0.08727, "aux.acc_seg": 90.91597, "loss": 0.25155, "time": 0.63374}
{"mode": "train", "epoch": 116, "iter": 146100, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.1811, "decode.acc_seg": 92.19936, "aux.loss_ce": 0.09608, "aux.acc_seg": 90.18325, "loss": 0.27718, "time": 0.63525}
{"mode": "train", "epoch": 116, "iter": 146150, "lr": 1e-05, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.17942, "decode.acc_seg": 92.22048, "aux.loss_ce": 0.09647, "aux.acc_seg": 90.16009, "loss": 0.27589, "time": 0.63406}
{"mode": "train", "epoch": 116, "iter": 146200, "lr": 1e-05, "memory": 43699, "data_time": 0.00757, "decode.loss_ce": 0.17587, "decode.acc_seg": 92.61629, "aux.loss_ce": 0.09298, "aux.acc_seg": 90.74025, "loss": 0.26885, "time": 0.63323}
{"mode": "train", "epoch": 116, "iter": 146250, "lr": 1e-05, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.17988, "decode.acc_seg": 92.05843, "aux.loss_ce": 0.0962, "aux.acc_seg": 90.05115, "loss": 0.27609, "time": 0.63356}
{"mode": "train", "epoch": 116, "iter": 146300, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.18868, "decode.acc_seg": 92.10362, "aux.loss_ce": 0.09839, "aux.acc_seg": 90.22434, "loss": 0.28707, "time": 0.63363}
{"mode": "train", "epoch": 116, "iter": 146350, "lr": 1e-05, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.17285, "decode.acc_seg": 92.63176, "aux.loss_ce": 0.09181, "aux.acc_seg": 90.6472, "loss": 0.26466, "time": 0.63209}
{"mode": "train", "epoch": 116, "iter": 146400, "lr": 1e-05, "memory": 43699, "data_time": 0.00812, "decode.loss_ce": 0.17683, "decode.acc_seg": 92.39109, "aux.loss_ce": 0.09496, "aux.acc_seg": 90.36801, "loss": 0.27179, "time": 0.63311}
{"mode": "train", "epoch": 116, "iter": 146450, "lr": 1e-05, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18038, "decode.acc_seg": 92.38393, "aux.loss_ce": 0.09743, "aux.acc_seg": 90.41197, "loss": 0.27782, "time": 0.63248}
{"mode": "train", "epoch": 116, "iter": 146500, "lr": 1e-05, "memory": 43699, "data_time": 0.00773, "decode.loss_ce": 0.15902, "decode.acc_seg": 92.99855, "aux.loss_ce": 0.0869, "aux.acc_seg": 91.01824, "loss": 0.24592, "time": 0.63222}
{"mode": "train", "epoch": 117, "iter": 146550, "lr": 1e-05, "memory": 43699, "data_time": 0.0502, "decode.loss_ce": 0.16989, "decode.acc_seg": 92.77519, "aux.loss_ce": 0.08924, "aux.acc_seg": 90.85028, "loss": 0.25913, "time": 0.68537}
{"mode": "train", "epoch": 117, "iter": 146600, "lr": 1e-05, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18749, "decode.acc_seg": 92.17965, "aux.loss_ce": 0.10006, "aux.acc_seg": 90.12827, "loss": 0.28755, "time": 0.63372}
{"mode": "train", "epoch": 117, "iter": 146650, "lr": 1e-05, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17842, "decode.acc_seg": 92.67651, "aux.loss_ce": 0.09536, "aux.acc_seg": 90.59877, "loss": 0.27379, "time": 0.63359}
{"mode": "train", "epoch": 117, "iter": 146700, "lr": 0.0, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18693, "decode.acc_seg": 92.25199, "aux.loss_ce": 0.09897, "aux.acc_seg": 90.16531, "loss": 0.2859, "time": 0.63434}
{"mode": "train", "epoch": 117, "iter": 146750, "lr": 0.0, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.18022, "decode.acc_seg": 92.36237, "aux.loss_ce": 0.09611, "aux.acc_seg": 90.31765, "loss": 0.27633, "time": 0.62449}
{"mode": "train", "epoch": 117, "iter": 146800, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.16998, "decode.acc_seg": 92.61456, "aux.loss_ce": 0.0917, "aux.acc_seg": 90.65803, "loss": 0.26168, "time": 0.64415}
{"mode": "train", "epoch": 117, "iter": 146850, "lr": 0.0, "memory": 43699, "data_time": 0.00704, "decode.loss_ce": 0.17661, "decode.acc_seg": 92.54963, "aux.loss_ce": 0.09544, "aux.acc_seg": 90.55485, "loss": 0.27205, "time": 0.62446}
{"mode": "train", "epoch": 117, "iter": 146900, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17966, "decode.acc_seg": 92.39048, "aux.loss_ce": 0.09603, "aux.acc_seg": 90.28619, "loss": 0.27569, "time": 0.63985}
{"mode": "train", "epoch": 117, "iter": 146950, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.17109, "decode.acc_seg": 92.48211, "aux.loss_ce": 0.0911, "aux.acc_seg": 90.54491, "loss": 0.26219, "time": 0.6241}
{"mode": "train", "epoch": 117, "iter": 147000, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18008, "decode.acc_seg": 92.17949, "aux.loss_ce": 0.09574, "aux.acc_seg": 89.99099, "loss": 0.27582, "time": 0.64312}
{"mode": "train", "epoch": 117, "iter": 147050, "lr": 0.0, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.1815, "decode.acc_seg": 92.22029, "aux.loss_ce": 0.09792, "aux.acc_seg": 90.17871, "loss": 0.27941, "time": 0.625}
{"mode": "train", "epoch": 117, "iter": 147100, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.17267, "decode.acc_seg": 92.37068, "aux.loss_ce": 0.09397, "aux.acc_seg": 90.3976, "loss": 0.26664, "time": 0.63657}
{"mode": "train", "epoch": 117, "iter": 147150, "lr": 0.0, "memory": 43699, "data_time": 0.01473, "decode.loss_ce": 0.18593, "decode.acc_seg": 91.94465, "aux.loss_ce": 0.10043, "aux.acc_seg": 89.71992, "loss": 0.28636, "time": 0.63231}
{"mode": "train", "epoch": 117, "iter": 147200, "lr": 0.0, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.17951, "decode.acc_seg": 92.48208, "aux.loss_ce": 0.09569, "aux.acc_seg": 90.44255, "loss": 0.2752, "time": 0.64319}
{"mode": "train", "epoch": 117, "iter": 147250, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17409, "decode.acc_seg": 92.49811, "aux.loss_ce": 0.09284, "aux.acc_seg": 90.58207, "loss": 0.26693, "time": 0.63366}
{"mode": "train", "epoch": 117, "iter": 147300, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.18251, "decode.acc_seg": 92.1872, "aux.loss_ce": 0.09811, "aux.acc_seg": 90.13588, "loss": 0.28062, "time": 0.63201}
{"mode": "train", "epoch": 117, "iter": 147350, "lr": 0.0, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.16866, "decode.acc_seg": 92.74764, "aux.loss_ce": 0.09095, "aux.acc_seg": 90.77853, "loss": 0.25962, "time": 0.61965}
{"mode": "train", "epoch": 117, "iter": 147400, "lr": 0.0, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.17246, "decode.acc_seg": 92.81281, "aux.loss_ce": 0.09325, "aux.acc_seg": 90.77239, "loss": 0.26571, "time": 0.645}
{"mode": "train", "epoch": 117, "iter": 147450, "lr": 0.0, "memory": 43699, "data_time": 0.0076, "decode.loss_ce": 0.18299, "decode.acc_seg": 92.3709, "aux.loss_ce": 0.09657, "aux.acc_seg": 90.39835, "loss": 0.27957, "time": 0.64335}
{"mode": "train", "epoch": 117, "iter": 147500, "lr": 0.0, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.18112, "decode.acc_seg": 92.19737, "aux.loss_ce": 0.09815, "aux.acc_seg": 90.19644, "loss": 0.27927, "time": 0.63382}
{"mode": "train", "epoch": 117, "iter": 147550, "lr": 0.0, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17506, "decode.acc_seg": 92.40063, "aux.loss_ce": 0.09282, "aux.acc_seg": 90.61261, "loss": 0.26788, "time": 0.61732}
{"mode": "train", "epoch": 117, "iter": 147600, "lr": 0.0, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.17316, "decode.acc_seg": 92.46044, "aux.loss_ce": 0.09192, "aux.acc_seg": 90.51094, "loss": 0.26508, "time": 0.64259}
{"mode": "train", "epoch": 117, "iter": 147650, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.17846, "decode.acc_seg": 92.29159, "aux.loss_ce": 0.09626, "aux.acc_seg": 90.16114, "loss": 0.27472, "time": 0.64147}
{"mode": "train", "epoch": 117, "iter": 147700, "lr": 0.0, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17507, "decode.acc_seg": 92.56844, "aux.loss_ce": 0.0961, "aux.acc_seg": 90.33228, "loss": 0.27117, "time": 0.62509}
{"mode": "train", "epoch": 117, "iter": 147750, "lr": 0.0, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17637, "decode.acc_seg": 92.41326, "aux.loss_ce": 0.09548, "aux.acc_seg": 90.29912, "loss": 0.27185, "time": 0.63584}
{"mode": "train", "epoch": 118, "iter": 147800, "lr": 0.0, "memory": 43699, "data_time": 0.05607, "decode.loss_ce": 0.17822, "decode.acc_seg": 92.44205, "aux.loss_ce": 0.09705, "aux.acc_seg": 90.2957, "loss": 0.27527, "time": 0.68805}
{"mode": "train", "epoch": 118, "iter": 147850, "lr": 0.0, "memory": 43699, "data_time": 0.01515, "decode.loss_ce": 0.18209, "decode.acc_seg": 92.16853, "aux.loss_ce": 0.09691, "aux.acc_seg": 90.15147, "loss": 0.279, "time": 0.64364}
{"mode": "train", "epoch": 118, "iter": 147900, "lr": 0.0, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.17269, "decode.acc_seg": 92.76897, "aux.loss_ce": 0.0927, "aux.acc_seg": 90.7154, "loss": 0.26539, "time": 0.62746}
{"mode": "train", "epoch": 118, "iter": 147950, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18165, "decode.acc_seg": 92.30426, "aux.loss_ce": 0.09808, "aux.acc_seg": 90.16438, "loss": 0.27973, "time": 0.6366}
{"mode": "train", "epoch": 118, "iter": 148000, "lr": 0.0, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18688, "decode.acc_seg": 92.13379, "aux.loss_ce": 0.09718, "aux.acc_seg": 90.27358, "loss": 0.28406, "time": 0.64341}
{"mode": "train", "epoch": 118, "iter": 148050, "lr": 0.0, "memory": 43699, "data_time": 0.0074, "decode.loss_ce": 0.17539, "decode.acc_seg": 92.50384, "aux.loss_ce": 0.09374, "aux.acc_seg": 90.44078, "loss": 0.26913, "time": 0.6328}
{"mode": "train", "epoch": 118, "iter": 148100, "lr": 0.0, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.1763, "decode.acc_seg": 92.61412, "aux.loss_ce": 0.09276, "aux.acc_seg": 90.76674, "loss": 0.26906, "time": 0.62365}
{"mode": "train", "epoch": 118, "iter": 148150, "lr": 0.0, "memory": 43699, "data_time": 0.00749, "decode.loss_ce": 0.1839, "decode.acc_seg": 92.22963, "aux.loss_ce": 0.09826, "aux.acc_seg": 90.08345, "loss": 0.28216, "time": 0.63455}
{"mode": "train", "epoch": 118, "iter": 148200, "lr": 0.0, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.18259, "decode.acc_seg": 92.34289, "aux.loss_ce": 0.09762, "aux.acc_seg": 90.2827, "loss": 0.28021, "time": 0.64256}
{"mode": "train", "epoch": 118, "iter": 148250, "lr": 0.0, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.18295, "decode.acc_seg": 92.46186, "aux.loss_ce": 0.1009, "aux.acc_seg": 90.2361, "loss": 0.28385, "time": 0.63315}
{"mode": "train", "epoch": 118, "iter": 148300, "lr": 0.0, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.16989, "decode.acc_seg": 92.69889, "aux.loss_ce": 0.0928, "aux.acc_seg": 90.66393, "loss": 0.26268, "time": 0.62449}
{"mode": "train", "epoch": 118, "iter": 148350, "lr": 0.0, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.19383, "decode.acc_seg": 91.53385, "aux.loss_ce": 0.10381, "aux.acc_seg": 89.32078, "loss": 0.29764, "time": 0.63599}
{"mode": "train", "epoch": 118, "iter": 148400, "lr": 0.0, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.17157, "decode.acc_seg": 92.63321, "aux.loss_ce": 0.09299, "aux.acc_seg": 90.52778, "loss": 0.26456, "time": 0.64159}
{"mode": "train", "epoch": 118, "iter": 148450, "lr": 0.0, "memory": 43699, "data_time": 0.00742, "decode.loss_ce": 0.18291, "decode.acc_seg": 91.90465, "aux.loss_ce": 0.10003, "aux.acc_seg": 89.74363, "loss": 0.28294, "time": 0.63212}
{"mode": "train", "epoch": 118, "iter": 148500, "lr": 0.0, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.17782, "decode.acc_seg": 92.39713, "aux.loss_ce": 0.09464, "aux.acc_seg": 90.44363, "loss": 0.27246, "time": 0.62403}
{"mode": "train", "epoch": 118, "iter": 148550, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.19359, "decode.acc_seg": 91.84489, "aux.loss_ce": 0.10368, "aux.acc_seg": 89.63774, "loss": 0.29726, "time": 0.63631}
{"mode": "train", "epoch": 118, "iter": 148600, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.17967, "decode.acc_seg": 92.26835, "aux.loss_ce": 0.09627, "aux.acc_seg": 90.10542, "loss": 0.27595, "time": 0.64161}
{"mode": "train", "epoch": 118, "iter": 148650, "lr": 0.0, "memory": 43699, "data_time": 0.00736, "decode.loss_ce": 0.18237, "decode.acc_seg": 92.37349, "aux.loss_ce": 0.09834, "aux.acc_seg": 90.277, "loss": 0.28071, "time": 0.63366}
{"mode": "train", "epoch": 118, "iter": 148700, "lr": 0.0, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18392, "decode.acc_seg": 92.08002, "aux.loss_ce": 0.09887, "aux.acc_seg": 89.92934, "loss": 0.28279, "time": 0.62391}
{"mode": "train", "epoch": 118, "iter": 148750, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.1711, "decode.acc_seg": 92.64407, "aux.loss_ce": 0.09149, "aux.acc_seg": 90.77985, "loss": 0.26258, "time": 0.6445}
{"mode": "train", "epoch": 118, "iter": 148800, "lr": 0.0, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.17339, "decode.acc_seg": 92.52914, "aux.loss_ce": 0.09487, "aux.acc_seg": 90.33695, "loss": 0.26827, "time": 0.63294}
{"mode": "train", "epoch": 118, "iter": 148850, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.16712, "decode.acc_seg": 92.90753, "aux.loss_ce": 0.09151, "aux.acc_seg": 90.90908, "loss": 0.25863, "time": 0.64132}
{"mode": "train", "epoch": 118, "iter": 148900, "lr": 0.0, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.17835, "decode.acc_seg": 92.43903, "aux.loss_ce": 0.09531, "aux.acc_seg": 90.5229, "loss": 0.27366, "time": 0.62359}
{"mode": "train", "epoch": 118, "iter": 148950, "lr": 0.0, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.16884, "decode.acc_seg": 92.71031, "aux.loss_ce": 0.09284, "aux.acc_seg": 90.56137, "loss": 0.26169, "time": 0.64498}
{"mode": "train", "epoch": 118, "iter": 149000, "lr": 0.0, "memory": 43699, "data_time": 0.00754, "decode.loss_ce": 0.17499, "decode.acc_seg": 92.56953, "aux.loss_ce": 0.09183, "aux.acc_seg": 90.6052, "loss": 0.26682, "time": 0.633}
{"mode": "train", "epoch": 119, "iter": 149050, "lr": 0.0, "memory": 43699, "data_time": 0.05102, "decode.loss_ce": 0.17277, "decode.acc_seg": 92.72877, "aux.loss_ce": 0.09152, "aux.acc_seg": 90.67851, "loss": 0.26429, "time": 0.688}
{"mode": "train", "epoch": 119, "iter": 149100, "lr": 0.0, "memory": 43699, "data_time": 0.01503, "decode.loss_ce": 0.17453, "decode.acc_seg": 92.4386, "aux.loss_ce": 0.09542, "aux.acc_seg": 90.19296, "loss": 0.26995, "time": 0.63305}
{"mode": "train", "epoch": 119, "iter": 149150, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.18307, "decode.acc_seg": 92.16703, "aux.loss_ce": 0.09944, "aux.acc_seg": 89.8804, "loss": 0.28251, "time": 0.63656}
{"mode": "train", "epoch": 119, "iter": 149200, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.17753, "decode.acc_seg": 92.3912, "aux.loss_ce": 0.09563, "aux.acc_seg": 90.35757, "loss": 0.27316, "time": 0.64188}
{"mode": "train", "epoch": 119, "iter": 149250, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.1674, "decode.acc_seg": 92.62572, "aux.loss_ce": 0.08875, "aux.acc_seg": 90.76563, "loss": 0.25615, "time": 0.63316}
{"mode": "train", "epoch": 119, "iter": 149300, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.18194, "decode.acc_seg": 92.12719, "aux.loss_ce": 0.09717, "aux.acc_seg": 90.14619, "loss": 0.27911, "time": 0.62531}
{"mode": "train", "epoch": 119, "iter": 149350, "lr": 0.0, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.168, "decode.acc_seg": 92.81273, "aux.loss_ce": 0.09078, "aux.acc_seg": 90.64069, "loss": 0.25878, "time": 0.63547}
{"mode": "train", "epoch": 119, "iter": 149400, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.18056, "decode.acc_seg": 92.36022, "aux.loss_ce": 0.09794, "aux.acc_seg": 90.31523, "loss": 0.2785, "time": 0.64839}
{"mode": "train", "epoch": 119, "iter": 149450, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17961, "decode.acc_seg": 92.25158, "aux.loss_ce": 0.09743, "aux.acc_seg": 90.18625, "loss": 0.27703, "time": 0.6223}
{"mode": "train", "epoch": 119, "iter": 149500, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17208, "decode.acc_seg": 92.4944, "aux.loss_ce": 0.09103, "aux.acc_seg": 90.64585, "loss": 0.26311, "time": 0.6262}
{"mode": "train", "epoch": 119, "iter": 149550, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.18005, "decode.acc_seg": 92.35564, "aux.loss_ce": 0.09675, "aux.acc_seg": 90.31978, "loss": 0.27679, "time": 0.63609}
{"mode": "train", "epoch": 119, "iter": 149600, "lr": 0.0, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.17211, "decode.acc_seg": 92.47106, "aux.loss_ce": 0.09163, "aux.acc_seg": 90.56629, "loss": 0.26374, "time": 0.65226}
{"mode": "train", "epoch": 119, "iter": 149650, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18366, "decode.acc_seg": 92.39686, "aux.loss_ce": 0.09895, "aux.acc_seg": 90.19596, "loss": 0.28261, "time": 0.62483}
{"mode": "train", "epoch": 119, "iter": 149700, "lr": 0.0, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.18297, "decode.acc_seg": 92.18722, "aux.loss_ce": 0.097, "aux.acc_seg": 90.18189, "loss": 0.27996, "time": 0.63446}
{"mode": "train", "epoch": 119, "iter": 149750, "lr": 0.0, "memory": 43699, "data_time": 0.00784, "decode.loss_ce": 0.18, "decode.acc_seg": 92.34299, "aux.loss_ce": 0.09632, "aux.acc_seg": 90.41676, "loss": 0.27632, "time": 0.6278}
{"mode": "train", "epoch": 119, "iter": 149800, "lr": 0.0, "memory": 43699, "data_time": 0.0078, "decode.loss_ce": 0.17501, "decode.acc_seg": 92.41312, "aux.loss_ce": 0.09303, "aux.acc_seg": 90.39013, "loss": 0.26804, "time": 0.65893}
{"mode": "train", "epoch": 119, "iter": 149850, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17353, "decode.acc_seg": 92.44839, "aux.loss_ce": 0.09305, "aux.acc_seg": 90.49749, "loss": 0.26658, "time": 0.62683}
{"mode": "train", "epoch": 119, "iter": 149900, "lr": 0.0, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17664, "decode.acc_seg": 92.34421, "aux.loss_ce": 0.09393, "aux.acc_seg": 90.47614, "loss": 0.27056, "time": 0.63553}
{"mode": "train", "epoch": 119, "iter": 149950, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17495, "decode.acc_seg": 92.61454, "aux.loss_ce": 0.09383, "aux.acc_seg": 90.53056, "loss": 0.26878, "time": 0.63218}
{"mode": "train", "epoch": 119, "iter": 150000, "lr": 0.0, "memory": 43699, "data_time": 0.00739, "decode.loss_ce": 0.17654, "decode.acc_seg": 92.34917, "aux.loss_ce": 0.09491, "aux.acc_seg": 90.25749, "loss": 0.27144, "time": 0.64265}
{"mode": "train", "epoch": 119, "iter": 150050, "lr": 0.0, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.16997, "decode.acc_seg": 92.71042, "aux.loss_ce": 0.09299, "aux.acc_seg": 90.63945, "loss": 0.26296, "time": 0.6243}
{"mode": "train", "epoch": 119, "iter": 150100, "lr": 0.0, "memory": 43699, "data_time": 0.00821, "decode.loss_ce": 0.17313, "decode.acc_seg": 92.26497, "aux.loss_ce": 0.09433, "aux.acc_seg": 90.03427, "loss": 0.26747, "time": 0.63583}
{"mode": "train", "epoch": 119, "iter": 150150, "lr": 0.0, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.18537, "decode.acc_seg": 92.22321, "aux.loss_ce": 0.09932, "aux.acc_seg": 90.16674, "loss": 0.28469, "time": 0.63442}
{"mode": "train", "epoch": 119, "iter": 150200, "lr": 0.0, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.17421, "decode.acc_seg": 92.54347, "aux.loss_ce": 0.09402, "aux.acc_seg": 90.59483, "loss": 0.26823, "time": 0.6419}
{"mode": "train", "epoch": 119, "iter": 150250, "lr": 0.0, "memory": 43699, "data_time": 0.00735, "decode.loss_ce": 0.18531, "decode.acc_seg": 91.95861, "aux.loss_ce": 0.09929, "aux.acc_seg": 89.90724, "loss": 0.2846, "time": 0.62289}
{"mode": "train", "epoch": 120, "iter": 150300, "lr": 0.0, "memory": 43699, "data_time": 0.05399, "decode.loss_ce": 0.18091, "decode.acc_seg": 92.39976, "aux.loss_ce": 0.09798, "aux.acc_seg": 90.16154, "loss": 0.27889, "time": 0.68344}
{"mode": "train", "epoch": 120, "iter": 150350, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.1759, "decode.acc_seg": 92.25196, "aux.loss_ce": 0.09467, "aux.acc_seg": 90.2274, "loss": 0.27057, "time": 0.63402}
{"mode": "train", "epoch": 120, "iter": 150400, "lr": 0.0, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17919, "decode.acc_seg": 92.36043, "aux.loss_ce": 0.09668, "aux.acc_seg": 90.27276, "loss": 0.27586, "time": 0.63907}
{"mode": "train", "epoch": 120, "iter": 150450, "lr": 0.0, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.17611, "decode.acc_seg": 92.35137, "aux.loss_ce": 0.09444, "aux.acc_seg": 90.2736, "loss": 0.27055, "time": 0.62417}
{"mode": "train", "epoch": 120, "iter": 150500, "lr": 0.0, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.16847, "decode.acc_seg": 92.85952, "aux.loss_ce": 0.0913, "aux.acc_seg": 90.86821, "loss": 0.25977, "time": 0.6341}
{"mode": "train", "epoch": 120, "iter": 150550, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17092, "decode.acc_seg": 92.75999, "aux.loss_ce": 0.09194, "aux.acc_seg": 90.75059, "loss": 0.26286, "time": 0.63337}
{"mode": "train", "epoch": 120, "iter": 150600, "lr": 0.0, "memory": 43699, "data_time": 0.00753, "decode.loss_ce": 0.18146, "decode.acc_seg": 92.1985, "aux.loss_ce": 0.09637, "aux.acc_seg": 90.22296, "loss": 0.27782, "time": 0.64333}
{"mode": "train", "epoch": 120, "iter": 150650, "lr": 0.0, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.17247, "decode.acc_seg": 92.67842, "aux.loss_ce": 0.0919, "aux.acc_seg": 90.7031, "loss": 0.26437, "time": 0.62363}
{"mode": "train", "epoch": 120, "iter": 150700, "lr": 0.0, "memory": 43699, "data_time": 0.00755, "decode.loss_ce": 0.17389, "decode.acc_seg": 92.69538, "aux.loss_ce": 0.0921, "aux.acc_seg": 90.91697, "loss": 0.26599, "time": 0.64247}
{"mode": "train", "epoch": 120, "iter": 150750, "lr": 0.0, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.17241, "decode.acc_seg": 92.55181, "aux.loss_ce": 0.09313, "aux.acc_seg": 90.45824, "loss": 0.26554, "time": 0.62394}
{"mode": "train", "epoch": 120, "iter": 150800, "lr": 0.0, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.17969, "decode.acc_seg": 92.18912, "aux.loss_ce": 0.09773, "aux.acc_seg": 90.07751, "loss": 0.27742, "time": 0.64254}
{"mode": "train", "epoch": 120, "iter": 150850, "lr": 0.0, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.18009, "decode.acc_seg": 92.41653, "aux.loss_ce": 0.09738, "aux.acc_seg": 90.24104, "loss": 0.27746, "time": 0.62187}
{"mode": "train", "epoch": 120, "iter": 150900, "lr": 0.0, "memory": 43699, "data_time": 0.00745, "decode.loss_ce": 0.18211, "decode.acc_seg": 92.341, "aux.loss_ce": 0.09732, "aux.acc_seg": 90.18416, "loss": 0.27943, "time": 0.64372}
{"mode": "train", "epoch": 120, "iter": 150950, "lr": 0.0, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.16916, "decode.acc_seg": 92.64698, "aux.loss_ce": 0.09057, "aux.acc_seg": 90.7434, "loss": 0.25974, "time": 0.62622}
{"mode": "train", "epoch": 120, "iter": 151000, "lr": 0.0, "memory": 43699, "data_time": 0.00733, "decode.loss_ce": 0.17968, "decode.acc_seg": 92.31089, "aux.loss_ce": 0.09633, "aux.acc_seg": 90.23502, "loss": 0.27601, "time": 0.64915}
{"mode": "train", "epoch": 120, "iter": 151050, "lr": 0.0, "memory": 43699, "data_time": 0.01509, "decode.loss_ce": 0.17061, "decode.acc_seg": 92.81918, "aux.loss_ce": 0.09205, "aux.acc_seg": 90.74738, "loss": 0.26266, "time": 0.63292}
{"mode": "train", "epoch": 120, "iter": 151100, "lr": 0.0, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.17531, "decode.acc_seg": 92.57529, "aux.loss_ce": 0.09395, "aux.acc_seg": 90.53828, "loss": 0.26926, "time": 0.63349}
{"mode": "train", "epoch": 120, "iter": 151150, "lr": 0.0, "memory": 43699, "data_time": 0.00751, "decode.loss_ce": 0.1751, "decode.acc_seg": 92.43614, "aux.loss_ce": 0.09422, "aux.acc_seg": 90.40424, "loss": 0.26931, "time": 0.63829}
{"mode": "train", "epoch": 120, "iter": 151200, "lr": 0.0, "memory": 43699, "data_time": 0.00747, "decode.loss_ce": 0.18588, "decode.acc_seg": 92.2837, "aux.loss_ce": 0.10025, "aux.acc_seg": 90.1016, "loss": 0.28613, "time": 0.6399}
{"mode": "train", "epoch": 120, "iter": 151250, "lr": 0.0, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.17904, "decode.acc_seg": 92.41668, "aux.loss_ce": 0.0962, "aux.acc_seg": 90.34178, "loss": 0.27524, "time": 0.62587}
{"mode": "train", "epoch": 120, "iter": 151300, "lr": 0.0, "memory": 43699, "data_time": 0.00743, "decode.loss_ce": 0.1788, "decode.acc_seg": 92.51128, "aux.loss_ce": 0.09637, "aux.acc_seg": 90.28268, "loss": 0.27517, "time": 0.63567}
{"mode": "train", "epoch": 120, "iter": 151350, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18483, "decode.acc_seg": 92.15869, "aux.loss_ce": 0.09848, "aux.acc_seg": 90.02543, "loss": 0.28331, "time": 0.64544}
{"mode": "train", "epoch": 120, "iter": 151400, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.1811, "decode.acc_seg": 92.31105, "aux.loss_ce": 0.09689, "aux.acc_seg": 90.2733, "loss": 0.27799, "time": 0.63239}
{"mode": "train", "epoch": 120, "iter": 151450, "lr": 0.0, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.17728, "decode.acc_seg": 92.3087, "aux.loss_ce": 0.09406, "aux.acc_seg": 90.50153, "loss": 0.27134, "time": 0.62593}
{"mode": "train", "epoch": 120, "iter": 151500, "lr": 0.0, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.16626, "decode.acc_seg": 93.00693, "aux.loss_ce": 0.09208, "aux.acc_seg": 90.74249, "loss": 0.25834, "time": 0.63664}
{"mode": "train", "epoch": 120, "iter": 151550, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.18892, "decode.acc_seg": 92.14045, "aux.loss_ce": 0.10121, "aux.acc_seg": 90.01106, "loss": 0.29013, "time": 0.65024}
{"mode": "train", "epoch": 121, "iter": 151600, "lr": 0.0, "memory": 43699, "data_time": 0.05091, "decode.loss_ce": 0.17321, "decode.acc_seg": 92.54705, "aux.loss_ce": 0.09312, "aux.acc_seg": 90.60077, "loss": 0.26633, "time": 0.68339}
{"mode": "train", "epoch": 121, "iter": 151650, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.17317, "decode.acc_seg": 92.59784, "aux.loss_ce": 0.09386, "aux.acc_seg": 90.57424, "loss": 0.26702, "time": 0.63703}
{"mode": "train", "epoch": 121, "iter": 151700, "lr": 0.0, "memory": 43699, "data_time": 0.00774, "decode.loss_ce": 0.17312, "decode.acc_seg": 92.46217, "aux.loss_ce": 0.09339, "aux.acc_seg": 90.35428, "loss": 0.26652, "time": 0.62853}
{"mode": "train", "epoch": 121, "iter": 151750, "lr": 0.0, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.16825, "decode.acc_seg": 92.88479, "aux.loss_ce": 0.09175, "aux.acc_seg": 90.71576, "loss": 0.26, "time": 0.64788}
{"mode": "train", "epoch": 121, "iter": 151800, "lr": 0.0, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.1751, "decode.acc_seg": 92.41586, "aux.loss_ce": 0.09628, "aux.acc_seg": 90.12018, "loss": 0.27138, "time": 0.63336}
{"mode": "train", "epoch": 121, "iter": 151850, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17532, "decode.acc_seg": 92.52823, "aux.loss_ce": 0.09504, "aux.acc_seg": 90.53175, "loss": 0.27036, "time": 0.63605}
{"mode": "train", "epoch": 121, "iter": 151900, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.16897, "decode.acc_seg": 92.77095, "aux.loss_ce": 0.09189, "aux.acc_seg": 90.73898, "loss": 0.26086, "time": 0.63253}
{"mode": "train", "epoch": 121, "iter": 151950, "lr": 0.0, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.18033, "decode.acc_seg": 92.33139, "aux.loss_ce": 0.09681, "aux.acc_seg": 90.31794, "loss": 0.27714, "time": 0.63857}
{"mode": "train", "epoch": 121, "iter": 152000, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.17909, "decode.acc_seg": 92.27517, "aux.loss_ce": 0.09508, "aux.acc_seg": 90.3342, "loss": 0.27417, "time": 0.63388}
{"mode": "train", "epoch": 121, "iter": 152050, "lr": 0.0, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.17576, "decode.acc_seg": 92.45326, "aux.loss_ce": 0.0946, "aux.acc_seg": 90.45577, "loss": 0.27036, "time": 0.63475}
{"mode": "train", "epoch": 121, "iter": 152100, "lr": 0.0, "memory": 43699, "data_time": 0.00737, "decode.loss_ce": 0.17175, "decode.acc_seg": 92.5926, "aux.loss_ce": 0.09315, "aux.acc_seg": 90.5563, "loss": 0.2649, "time": 0.63596}
{"mode": "train", "epoch": 121, "iter": 152150, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18072, "decode.acc_seg": 92.13088, "aux.loss_ce": 0.09636, "aux.acc_seg": 90.21461, "loss": 0.27708, "time": 0.64173}
{"mode": "train", "epoch": 121, "iter": 152200, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.16766, "decode.acc_seg": 92.5874, "aux.loss_ce": 0.08996, "aux.acc_seg": 90.61942, "loss": 0.25761, "time": 0.63317}
{"mode": "train", "epoch": 121, "iter": 152250, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.16986, "decode.acc_seg": 92.6749, "aux.loss_ce": 0.09175, "aux.acc_seg": 90.6663, "loss": 0.26162, "time": 0.63462}
{"mode": "train", "epoch": 121, "iter": 152300, "lr": 0.0, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.17391, "decode.acc_seg": 92.46921, "aux.loss_ce": 0.09466, "aux.acc_seg": 90.25781, "loss": 0.26858, "time": 0.63289}
{"mode": "train", "epoch": 121, "iter": 152350, "lr": 0.0, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17743, "decode.acc_seg": 92.43726, "aux.loss_ce": 0.09647, "aux.acc_seg": 90.25111, "loss": 0.27391, "time": 0.63105}
{"mode": "train", "epoch": 121, "iter": 152400, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.17207, "decode.acc_seg": 92.64695, "aux.loss_ce": 0.09282, "aux.acc_seg": 90.46126, "loss": 0.26489, "time": 0.63128}
{"mode": "train", "epoch": 121, "iter": 152450, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.17553, "decode.acc_seg": 92.37083, "aux.loss_ce": 0.09236, "aux.acc_seg": 90.49207, "loss": 0.26788, "time": 0.63361}
{"mode": "train", "epoch": 121, "iter": 152500, "lr": 0.0, "memory": 43699, "data_time": 0.00759, "decode.loss_ce": 0.18062, "decode.acc_seg": 92.33069, "aux.loss_ce": 0.09748, "aux.acc_seg": 90.237, "loss": 0.2781, "time": 0.63511}
{"mode": "train", "epoch": 121, "iter": 152550, "lr": 0.0, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17495, "decode.acc_seg": 92.50299, "aux.loss_ce": 0.09515, "aux.acc_seg": 90.55256, "loss": 0.2701, "time": 0.63185}
{"mode": "train", "epoch": 121, "iter": 152600, "lr": 0.0, "memory": 43699, "data_time": 0.00748, "decode.loss_ce": 0.17767, "decode.acc_seg": 92.26659, "aux.loss_ce": 0.09688, "aux.acc_seg": 90.09263, "loss": 0.27455, "time": 0.63191}
{"mode": "train", "epoch": 121, "iter": 152650, "lr": 0.0, "memory": 43699, "data_time": 0.0081, "decode.loss_ce": 0.1728, "decode.acc_seg": 92.55096, "aux.loss_ce": 0.09347, "aux.acc_seg": 90.18432, "loss": 0.26627, "time": 0.65226}
{"mode": "train", "epoch": 121, "iter": 152700, "lr": 0.0, "memory": 43699, "data_time": 0.00752, "decode.loss_ce": 0.18498, "decode.acc_seg": 92.12385, "aux.loss_ce": 0.10037, "aux.acc_seg": 89.91506, "loss": 0.28535, "time": 0.62445}
{"mode": "train", "epoch": 121, "iter": 152750, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.16598, "decode.acc_seg": 92.78414, "aux.loss_ce": 0.08883, "aux.acc_seg": 90.96158, "loss": 0.25481, "time": 0.63495}
{"mode": "train", "epoch": 121, "iter": 152800, "lr": 0.0, "memory": 43699, "data_time": 0.01489, "decode.loss_ce": 0.17239, "decode.acc_seg": 92.67759, "aux.loss_ce": 0.09339, "aux.acc_seg": 90.66423, "loss": 0.26577, "time": 0.63037}
{"mode": "train", "epoch": 122, "iter": 152850, "lr": 0.0, "memory": 43699, "data_time": 0.05482, "decode.loss_ce": 0.17507, "decode.acc_seg": 92.49741, "aux.loss_ce": 0.09393, "aux.acc_seg": 90.4509, "loss": 0.269, "time": 0.69423}
{"mode": "train", "epoch": 122, "iter": 152900, "lr": 0.0, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.17546, "decode.acc_seg": 92.44467, "aux.loss_ce": 0.09182, "aux.acc_seg": 90.62093, "loss": 0.26728, "time": 0.62433}
{"mode": "train", "epoch": 122, "iter": 152950, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17084, "decode.acc_seg": 92.59327, "aux.loss_ce": 0.09118, "aux.acc_seg": 90.68291, "loss": 0.26202, "time": 0.63955}
{"mode": "train", "epoch": 122, "iter": 153000, "lr": 0.0, "memory": 43699, "data_time": 0.01469, "decode.loss_ce": 0.17275, "decode.acc_seg": 92.38528, "aux.loss_ce": 0.09325, "aux.acc_seg": 90.37416, "loss": 0.266, "time": 0.63285}
{"mode": "train", "epoch": 122, "iter": 153050, "lr": 0.0, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17168, "decode.acc_seg": 92.68862, "aux.loss_ce": 0.09297, "aux.acc_seg": 90.62756, "loss": 0.26464, "time": 0.62381}
{"mode": "train", "epoch": 122, "iter": 153100, "lr": 0.0, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.16952, "decode.acc_seg": 92.62551, "aux.loss_ce": 0.09179, "aux.acc_seg": 90.53503, "loss": 0.26131, "time": 0.64079}
{"mode": "train", "epoch": 122, "iter": 153150, "lr": 0.0, "memory": 43699, "data_time": 0.00728, "decode.loss_ce": 0.17897, "decode.acc_seg": 92.10232, "aux.loss_ce": 0.09813, "aux.acc_seg": 89.8471, "loss": 0.2771, "time": 0.63902}
{"mode": "train", "epoch": 122, "iter": 153200, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17279, "decode.acc_seg": 92.49413, "aux.loss_ce": 0.09142, "aux.acc_seg": 90.5807, "loss": 0.26421, "time": 0.62556}
{"mode": "train", "epoch": 122, "iter": 153250, "lr": 0.0, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.17144, "decode.acc_seg": 92.93435, "aux.loss_ce": 0.09296, "aux.acc_seg": 90.94831, "loss": 0.2644, "time": 0.62562}
{"mode": "train", "epoch": 122, "iter": 153300, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.17963, "decode.acc_seg": 92.39458, "aux.loss_ce": 0.09467, "aux.acc_seg": 90.37495, "loss": 0.2743, "time": 0.63937}
{"mode": "train", "epoch": 122, "iter": 153350, "lr": 0.0, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.17289, "decode.acc_seg": 92.54187, "aux.loss_ce": 0.09378, "aux.acc_seg": 90.34782, "loss": 0.26667, "time": 0.63189}
{"mode": "train", "epoch": 122, "iter": 153400, "lr": 0.0, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.17346, "decode.acc_seg": 92.62684, "aux.loss_ce": 0.09448, "aux.acc_seg": 90.426, "loss": 0.26793, "time": 0.62839}
{"mode": "train", "epoch": 122, "iter": 153450, "lr": 0.0, "memory": 43699, "data_time": 0.00744, "decode.loss_ce": 0.17645, "decode.acc_seg": 92.4168, "aux.loss_ce": 0.09655, "aux.acc_seg": 90.19699, "loss": 0.273, "time": 0.63591}
{"mode": "train", "epoch": 122, "iter": 153500, "lr": 0.0, "memory": 43699, "data_time": 0.0075, "decode.loss_ce": 0.18654, "decode.acc_seg": 92.07721, "aux.loss_ce": 0.09957, "aux.acc_seg": 90.02904, "loss": 0.28611, "time": 0.6435}
{"mode": "train", "epoch": 122, "iter": 153550, "lr": 0.0, "memory": 43699, "data_time": 0.00781, "decode.loss_ce": 0.19059, "decode.acc_seg": 91.95882, "aux.loss_ce": 0.1024, "aux.acc_seg": 89.73245, "loss": 0.29298, "time": 0.634}
{"mode": "train", "epoch": 122, "iter": 153600, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.17526, "decode.acc_seg": 92.68958, "aux.loss_ce": 0.09428, "aux.acc_seg": 90.56374, "loss": 0.26954, "time": 0.62448}
{"mode": "train", "epoch": 122, "iter": 153650, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.18006, "decode.acc_seg": 92.51128, "aux.loss_ce": 0.09606, "aux.acc_seg": 90.54604, "loss": 0.27612, "time": 0.62364}
{"mode": "train", "epoch": 122, "iter": 153700, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.18023, "decode.acc_seg": 92.33015, "aux.loss_ce": 0.09819, "aux.acc_seg": 90.21801, "loss": 0.27841, "time": 0.63902}
{"mode": "train", "epoch": 122, "iter": 153750, "lr": 0.0, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.17545, "decode.acc_seg": 92.32848, "aux.loss_ce": 0.09518, "aux.acc_seg": 90.1583, "loss": 0.27062, "time": 0.6328}
{"mode": "train", "epoch": 122, "iter": 153800, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.17389, "decode.acc_seg": 92.36831, "aux.loss_ce": 0.09247, "aux.acc_seg": 90.46683, "loss": 0.26636, "time": 0.63465}
{"mode": "train", "epoch": 122, "iter": 153850, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.1775, "decode.acc_seg": 92.51361, "aux.loss_ce": 0.09612, "aux.acc_seg": 90.52713, "loss": 0.27362, "time": 0.63359}
{"mode": "train", "epoch": 122, "iter": 153900, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17074, "decode.acc_seg": 92.37608, "aux.loss_ce": 0.09106, "aux.acc_seg": 90.26489, "loss": 0.26179, "time": 0.63404}
{"mode": "train", "epoch": 122, "iter": 153950, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17539, "decode.acc_seg": 92.38093, "aux.loss_ce": 0.09493, "aux.acc_seg": 90.26119, "loss": 0.27032, "time": 0.6306}
{"mode": "train", "epoch": 122, "iter": 154000, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.17094, "decode.acc_seg": 92.45298, "aux.loss_ce": 0.09268, "aux.acc_seg": 90.43929, "loss": 0.26362, "time": 0.62627}
{"mode": "train", "epoch": 122, "iter": 154050, "lr": 0.0, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.17626, "decode.acc_seg": 92.78506, "aux.loss_ce": 0.09216, "aux.acc_seg": 90.71837, "loss": 0.26842, "time": 0.64134}
{"mode": "train", "epoch": 123, "iter": 154100, "lr": 0.0, "memory": 43699, "data_time": 0.05406, "decode.loss_ce": 0.18527, "decode.acc_seg": 92.08418, "aux.loss_ce": 0.09964, "aux.acc_seg": 89.86216, "loss": 0.28491, "time": 0.68466}
{"mode": "train", "epoch": 123, "iter": 154150, "lr": 0.0, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.1701, "decode.acc_seg": 92.63312, "aux.loss_ce": 0.09238, "aux.acc_seg": 90.65533, "loss": 0.26248, "time": 0.63138}
{"mode": "train", "epoch": 123, "iter": 154200, "lr": 0.0, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.17379, "decode.acc_seg": 92.67018, "aux.loss_ce": 0.09383, "aux.acc_seg": 90.66927, "loss": 0.26762, "time": 0.62483}
{"mode": "train", "epoch": 123, "iter": 154250, "lr": 0.0, "memory": 43699, "data_time": 0.00697, "decode.loss_ce": 0.16575, "decode.acc_seg": 92.80075, "aux.loss_ce": 0.08936, "aux.acc_seg": 90.84974, "loss": 0.25512, "time": 0.64179}
{"mode": "train", "epoch": 123, "iter": 154300, "lr": 0.0, "memory": 43699, "data_time": 0.00696, "decode.loss_ce": 0.17027, "decode.acc_seg": 92.71308, "aux.loss_ce": 0.09182, "aux.acc_seg": 90.64422, "loss": 0.26209, "time": 0.63092}
{"mode": "train", "epoch": 123, "iter": 154350, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.18163, "decode.acc_seg": 92.27103, "aux.loss_ce": 0.09656, "aux.acc_seg": 90.26877, "loss": 0.27819, "time": 0.6308}
{"mode": "train", "epoch": 123, "iter": 154400, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17476, "decode.acc_seg": 92.49075, "aux.loss_ce": 0.09587, "aux.acc_seg": 90.32291, "loss": 0.27063, "time": 0.62448}
{"mode": "train", "epoch": 123, "iter": 154450, "lr": 0.0, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.177, "decode.acc_seg": 92.47569, "aux.loss_ce": 0.09654, "aux.acc_seg": 90.33532, "loss": 0.27354, "time": 0.64208}
{"mode": "train", "epoch": 123, "iter": 154500, "lr": 0.0, "memory": 43699, "data_time": 0.00731, "decode.loss_ce": 0.17402, "decode.acc_seg": 92.61116, "aux.loss_ce": 0.09334, "aux.acc_seg": 90.41856, "loss": 0.26736, "time": 0.63247}
{"mode": "train", "epoch": 123, "iter": 154550, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.17703, "decode.acc_seg": 92.40333, "aux.loss_ce": 0.09523, "aux.acc_seg": 90.30931, "loss": 0.27226, "time": 0.63192}
{"mode": "train", "epoch": 123, "iter": 154600, "lr": 0.0, "memory": 43699, "data_time": 0.00772, "decode.loss_ce": 0.166, "decode.acc_seg": 92.74123, "aux.loss_ce": 0.09016, "aux.acc_seg": 90.67057, "loss": 0.25616, "time": 0.63641}
{"mode": "train", "epoch": 123, "iter": 154650, "lr": 0.0, "memory": 43699, "data_time": 0.00684, "decode.loss_ce": 0.16997, "decode.acc_seg": 92.90646, "aux.loss_ce": 0.09192, "aux.acc_seg": 90.81463, "loss": 0.26188, "time": 0.63346}
{"mode": "train", "epoch": 123, "iter": 154700, "lr": 0.0, "memory": 43699, "data_time": 0.00708, "decode.loss_ce": 0.17524, "decode.acc_seg": 92.48262, "aux.loss_ce": 0.09373, "aux.acc_seg": 90.4387, "loss": 0.26897, "time": 0.63216}
{"mode": "train", "epoch": 123, "iter": 154750, "lr": 0.0, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.17856, "decode.acc_seg": 92.23252, "aux.loss_ce": 0.09489, "aux.acc_seg": 90.18908, "loss": 0.27345, "time": 0.63079}
{"mode": "train", "epoch": 123, "iter": 154800, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.17108, "decode.acc_seg": 92.76141, "aux.loss_ce": 0.09318, "aux.acc_seg": 90.50447, "loss": 0.26426, "time": 0.63626}
{"mode": "train", "epoch": 123, "iter": 154850, "lr": 0.0, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.177, "decode.acc_seg": 92.4744, "aux.loss_ce": 0.09516, "aux.acc_seg": 90.43569, "loss": 0.27216, "time": 0.63337}
{"mode": "train", "epoch": 123, "iter": 154900, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.18076, "decode.acc_seg": 92.24562, "aux.loss_ce": 0.09665, "aux.acc_seg": 90.0559, "loss": 0.27742, "time": 0.63287}
{"mode": "train", "epoch": 123, "iter": 154950, "lr": 0.0, "memory": 43699, "data_time": 0.01507, "decode.loss_ce": 0.16775, "decode.acc_seg": 92.64583, "aux.loss_ce": 0.09187, "aux.acc_seg": 90.63473, "loss": 0.25962, "time": 0.64023}
{"mode": "train", "epoch": 123, "iter": 155000, "lr": 0.0, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.17197, "decode.acc_seg": 92.49836, "aux.loss_ce": 0.0925, "aux.acc_seg": 90.5458, "loss": 0.26447, "time": 0.62368}
{"mode": "train", "epoch": 123, "iter": 155050, "lr": 0.0, "memory": 43699, "data_time": 0.00858, "decode.loss_ce": 0.17368, "decode.acc_seg": 92.51903, "aux.loss_ce": 0.09247, "aux.acc_seg": 90.42203, "loss": 0.26616, "time": 0.64325}
{"mode": "train", "epoch": 123, "iter": 155100, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17667, "decode.acc_seg": 92.37721, "aux.loss_ce": 0.0952, "aux.acc_seg": 90.14589, "loss": 0.27187, "time": 0.63104}
{"mode": "train", "epoch": 123, "iter": 155150, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.17393, "decode.acc_seg": 92.46497, "aux.loss_ce": 0.09263, "aux.acc_seg": 90.67107, "loss": 0.26657, "time": 0.63275}
{"mode": "train", "epoch": 123, "iter": 155200, "lr": 0.0, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.1744, "decode.acc_seg": 92.52096, "aux.loss_ce": 0.09471, "aux.acc_seg": 90.37404, "loss": 0.26911, "time": 0.62481}
{"mode": "train", "epoch": 123, "iter": 155250, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.18005, "decode.acc_seg": 92.27986, "aux.loss_ce": 0.09822, "aux.acc_seg": 90.18218, "loss": 0.27826, "time": 0.64732}
{"mode": "train", "epoch": 123, "iter": 155300, "lr": 0.0, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.17531, "decode.acc_seg": 92.57112, "aux.loss_ce": 0.09468, "aux.acc_seg": 90.33144, "loss": 0.26999, "time": 0.62348}
{"mode": "train", "epoch": 123, "iter": 155350, "lr": 0.0, "memory": 43699, "data_time": 0.05517, "decode.loss_ce": 0.17967, "decode.acc_seg": 92.15173, "aux.loss_ce": 0.09457, "aux.acc_seg": 90.26945, "loss": 0.27424, "time": 0.68328}
{"mode": "train", "epoch": 124, "iter": 155400, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.16114, "decode.acc_seg": 93.08944, "aux.loss_ce": 0.08791, "aux.acc_seg": 91.0706, "loss": 0.24905, "time": 0.62575}
{"mode": "train", "epoch": 124, "iter": 155450, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17529, "decode.acc_seg": 92.50074, "aux.loss_ce": 0.09493, "aux.acc_seg": 90.372, "loss": 0.27022, "time": 0.64673}
{"mode": "train", "epoch": 124, "iter": 155500, "lr": 0.0, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.18082, "decode.acc_seg": 92.16601, "aux.loss_ce": 0.09734, "aux.acc_seg": 89.95357, "loss": 0.27815, "time": 0.62339}
{"mode": "train", "epoch": 124, "iter": 155550, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.1802, "decode.acc_seg": 92.31894, "aux.loss_ce": 0.09839, "aux.acc_seg": 90.13024, "loss": 0.27859, "time": 0.63229}
{"mode": "train", "epoch": 124, "iter": 155600, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.17508, "decode.acc_seg": 92.57897, "aux.loss_ce": 0.09531, "aux.acc_seg": 90.46988, "loss": 0.27039, "time": 0.62513}
{"mode": "train", "epoch": 124, "iter": 155650, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.1757, "decode.acc_seg": 92.57183, "aux.loss_ce": 0.09357, "aux.acc_seg": 90.65791, "loss": 0.26927, "time": 0.65025}
{"mode": "train", "epoch": 124, "iter": 155700, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.16779, "decode.acc_seg": 92.9057, "aux.loss_ce": 0.09055, "aux.acc_seg": 90.96023, "loss": 0.25834, "time": 0.62397}
{"mode": "train", "epoch": 124, "iter": 155750, "lr": 0.0, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.17726, "decode.acc_seg": 92.45438, "aux.loss_ce": 0.0947, "aux.acc_seg": 90.45505, "loss": 0.27197, "time": 0.63189}
{"mode": "train", "epoch": 124, "iter": 155800, "lr": 0.0, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.17169, "decode.acc_seg": 92.61946, "aux.loss_ce": 0.09104, "aux.acc_seg": 90.76012, "loss": 0.26273, "time": 0.63455}
{"mode": "train", "epoch": 124, "iter": 155850, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.16916, "decode.acc_seg": 92.75326, "aux.loss_ce": 0.09146, "aux.acc_seg": 90.60941, "loss": 0.26063, "time": 0.6425}
{"mode": "train", "epoch": 124, "iter": 155900, "lr": 0.0, "memory": 43699, "data_time": 0.00715, "decode.loss_ce": 0.16742, "decode.acc_seg": 92.74131, "aux.loss_ce": 0.09226, "aux.acc_seg": 90.61945, "loss": 0.25968, "time": 0.62279}
{"mode": "train", "epoch": 124, "iter": 155950, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.17201, "decode.acc_seg": 92.5058, "aux.loss_ce": 0.09218, "aux.acc_seg": 90.45665, "loss": 0.26419, "time": 0.63147}
{"mode": "train", "epoch": 124, "iter": 156000, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.16969, "decode.acc_seg": 92.64871, "aux.loss_ce": 0.0928, "aux.acc_seg": 90.54718, "loss": 0.26249, "time": 0.63432}
{"mode": "train", "epoch": 124, "iter": 156050, "lr": 0.0, "memory": 43699, "data_time": 0.01646, "decode.loss_ce": 0.17092, "decode.acc_seg": 92.48391, "aux.loss_ce": 0.09278, "aux.acc_seg": 90.42453, "loss": 0.2637, "time": 0.64338}
{"mode": "train", "epoch": 124, "iter": 156100, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.16459, "decode.acc_seg": 92.88254, "aux.loss_ce": 0.09024, "aux.acc_seg": 90.88437, "loss": 0.25483, "time": 0.62309}
{"mode": "train", "epoch": 124, "iter": 156150, "lr": 0.0, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.1703, "decode.acc_seg": 92.84183, "aux.loss_ce": 0.09133, "aux.acc_seg": 90.79076, "loss": 0.26163, "time": 0.63137}
{"mode": "train", "epoch": 124, "iter": 156200, "lr": 0.0, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.16954, "decode.acc_seg": 92.77127, "aux.loss_ce": 0.09336, "aux.acc_seg": 90.64969, "loss": 0.2629, "time": 0.63282}
{"mode": "train", "epoch": 124, "iter": 156250, "lr": 0.0, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.16955, "decode.acc_seg": 92.81026, "aux.loss_ce": 0.09157, "aux.acc_seg": 90.84989, "loss": 0.26112, "time": 0.63378}
{"mode": "train", "epoch": 124, "iter": 156300, "lr": 0.0, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.17347, "decode.acc_seg": 92.45981, "aux.loss_ce": 0.09306, "aux.acc_seg": 90.39875, "loss": 0.26653, "time": 0.62293}
{"mode": "train", "epoch": 124, "iter": 156350, "lr": 0.0, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.1701, "decode.acc_seg": 92.61652, "aux.loss_ce": 0.09175, "aux.acc_seg": 90.42958, "loss": 0.26185, "time": 0.63268}
{"mode": "train", "epoch": 124, "iter": 156400, "lr": 0.0, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.1816, "decode.acc_seg": 92.29968, "aux.loss_ce": 0.09718, "aux.acc_seg": 90.34534, "loss": 0.27879, "time": 0.63249}
{"mode": "train", "epoch": 124, "iter": 156450, "lr": 0.0, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.17182, "decode.acc_seg": 92.45743, "aux.loss_ce": 0.09316, "aux.acc_seg": 90.45094, "loss": 0.26498, "time": 0.63575}
{"mode": "train", "epoch": 124, "iter": 156500, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.17587, "decode.acc_seg": 92.49093, "aux.loss_ce": 0.09408, "aux.acc_seg": 90.44096, "loss": 0.26995, "time": 0.62392}
{"mode": "train", "epoch": 124, "iter": 156550, "lr": 0.0, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.17395, "decode.acc_seg": 92.6836, "aux.loss_ce": 0.09333, "aux.acc_seg": 90.69331, "loss": 0.26728, "time": 0.633}
{"mode": "train", "epoch": 124, "iter": 156600, "lr": 0.0, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.16912, "decode.acc_seg": 92.76058, "aux.loss_ce": 0.09293, "aux.acc_seg": 90.63884, "loss": 0.26204, "time": 0.64342}
{"mode": "train", "epoch": 125, "iter": 156650, "lr": 0.0, "memory": 43699, "data_time": 0.05636, "decode.loss_ce": 0.15724, "decode.acc_seg": 93.13129, "aux.loss_ce": 0.08634, "aux.acc_seg": 91.05167, "loss": 0.24358, "time": 0.68191}
{"mode": "train", "epoch": 125, "iter": 156700, "lr": 0.0, "memory": 43699, "data_time": 0.00741, "decode.loss_ce": 0.17715, "decode.acc_seg": 92.55947, "aux.loss_ce": 0.09552, "aux.acc_seg": 90.47923, "loss": 0.27267, "time": 0.62315}
{"mode": "train", "epoch": 125, "iter": 156750, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.17619, "decode.acc_seg": 92.48366, "aux.loss_ce": 0.09382, "aux.acc_seg": 90.47369, "loss": 0.27002, "time": 0.63177}
{"mode": "train", "epoch": 125, "iter": 156800, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17347, "decode.acc_seg": 92.55832, "aux.loss_ce": 0.09413, "aux.acc_seg": 90.35197, "loss": 0.2676, "time": 0.63272}
{"mode": "train", "epoch": 125, "iter": 156850, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17287, "decode.acc_seg": 92.71338, "aux.loss_ce": 0.09563, "aux.acc_seg": 90.48115, "loss": 0.2685, "time": 0.62441}
{"mode": "train", "epoch": 125, "iter": 156900, "lr": 0.0, "memory": 43699, "data_time": 0.01533, "decode.loss_ce": 0.16859, "decode.acc_seg": 92.78129, "aux.loss_ce": 0.09082, "aux.acc_seg": 90.64444, "loss": 0.25941, "time": 0.63367}
{"mode": "train", "epoch": 125, "iter": 156950, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17415, "decode.acc_seg": 92.7782, "aux.loss_ce": 0.0949, "aux.acc_seg": 90.74501, "loss": 0.26905, "time": 0.63238}
{"mode": "train", "epoch": 125, "iter": 157000, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.17628, "decode.acc_seg": 92.49579, "aux.loss_ce": 0.09491, "aux.acc_seg": 90.46091, "loss": 0.27119, "time": 0.63182}
{"mode": "train", "epoch": 125, "iter": 157050, "lr": 0.0, "memory": 43699, "data_time": 0.00734, "decode.loss_ce": 0.16811, "decode.acc_seg": 92.83981, "aux.loss_ce": 0.09012, "aux.acc_seg": 90.96954, "loss": 0.25823, "time": 0.62908}
{"mode": "train", "epoch": 125, "iter": 157100, "lr": 0.0, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.16025, "decode.acc_seg": 93.03486, "aux.loss_ce": 0.08791, "aux.acc_seg": 90.91696, "loss": 0.24815, "time": 0.62479}
{"mode": "train", "epoch": 125, "iter": 157150, "lr": 0.0, "memory": 43699, "data_time": 0.00702, "decode.loss_ce": 0.17626, "decode.acc_seg": 92.35379, "aux.loss_ce": 0.09656, "aux.acc_seg": 90.13896, "loss": 0.27283, "time": 0.62372}
{"mode": "train", "epoch": 125, "iter": 157200, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.16711, "decode.acc_seg": 92.84522, "aux.loss_ce": 0.09081, "aux.acc_seg": 90.95466, "loss": 0.25792, "time": 0.65014}
{"mode": "train", "epoch": 125, "iter": 157250, "lr": 0.0, "memory": 43699, "data_time": 0.00713, "decode.loss_ce": 0.17516, "decode.acc_seg": 92.47774, "aux.loss_ce": 0.09342, "aux.acc_seg": 90.42463, "loss": 0.26858, "time": 0.6319}
{"mode": "train", "epoch": 125, "iter": 157300, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.1742, "decode.acc_seg": 92.49206, "aux.loss_ce": 0.09429, "aux.acc_seg": 90.36689, "loss": 0.26849, "time": 0.62517}
{"mode": "train", "epoch": 125, "iter": 157350, "lr": 0.0, "memory": 43699, "data_time": 0.00716, "decode.loss_ce": 0.1774, "decode.acc_seg": 92.55942, "aux.loss_ce": 0.09637, "aux.acc_seg": 90.28998, "loss": 0.27377, "time": 0.62324}
{"mode": "train", "epoch": 125, "iter": 157400, "lr": 0.0, "memory": 43699, "data_time": 0.00718, "decode.loss_ce": 0.1667, "decode.acc_seg": 92.47929, "aux.loss_ce": 0.08932, "aux.acc_seg": 90.60959, "loss": 0.25602, "time": 0.64372}
{"mode": "train", "epoch": 125, "iter": 157450, "lr": 0.0, "memory": 43699, "data_time": 0.00706, "decode.loss_ce": 0.18743, "decode.acc_seg": 91.91592, "aux.loss_ce": 0.10021, "aux.acc_seg": 89.79144, "loss": 0.28764, "time": 0.6234}
{"mode": "train", "epoch": 125, "iter": 157500, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17565, "decode.acc_seg": 92.5285, "aux.loss_ce": 0.09458, "aux.acc_seg": 90.41416, "loss": 0.27023, "time": 0.62437}
{"mode": "train", "epoch": 125, "iter": 157550, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.17565, "decode.acc_seg": 92.3413, "aux.loss_ce": 0.09395, "aux.acc_seg": 90.2224, "loss": 0.2696, "time": 0.62323}
{"mode": "train", "epoch": 125, "iter": 157600, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.18133, "decode.acc_seg": 92.16863, "aux.loss_ce": 0.09716, "aux.acc_seg": 90.18146, "loss": 0.27849, "time": 0.64105}
{"mode": "train", "epoch": 125, "iter": 157650, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17706, "decode.acc_seg": 92.22038, "aux.loss_ce": 0.09614, "aux.acc_seg": 90.01152, "loss": 0.27321, "time": 0.62294}
{"mode": "train", "epoch": 125, "iter": 157700, "lr": 0.0, "memory": 43699, "data_time": 0.00724, "decode.loss_ce": 0.17373, "decode.acc_seg": 92.65744, "aux.loss_ce": 0.09308, "aux.acc_seg": 90.60349, "loss": 0.2668, "time": 0.62387}
{"mode": "train", "epoch": 125, "iter": 157750, "lr": 0.0, "memory": 43699, "data_time": 0.01493, "decode.loss_ce": 0.15939, "decode.acc_seg": 92.96449, "aux.loss_ce": 0.08649, "aux.acc_seg": 91.04872, "loss": 0.24587, "time": 0.63152}
{"mode": "train", "epoch": 125, "iter": 157800, "lr": 0.0, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.18192, "decode.acc_seg": 92.11109, "aux.loss_ce": 0.09656, "aux.acc_seg": 90.08139, "loss": 0.27847, "time": 0.62539}
{"mode": "train", "epoch": 125, "iter": 157850, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17637, "decode.acc_seg": 92.52511, "aux.loss_ce": 0.09496, "aux.acc_seg": 90.43417, "loss": 0.27132, "time": 0.63074}
{"mode": "train", "epoch": 126, "iter": 157900, "lr": 0.0, "memory": 43699, "data_time": 0.05211, "decode.loss_ce": 0.177, "decode.acc_seg": 92.59741, "aux.loss_ce": 0.09757, "aux.acc_seg": 90.46303, "loss": 0.27457, "time": 0.68262}
{"mode": "train", "epoch": 126, "iter": 157950, "lr": 0.0, "memory": 43699, "data_time": 0.00719, "decode.loss_ce": 0.17165, "decode.acc_seg": 92.81583, "aux.loss_ce": 0.09241, "aux.acc_seg": 90.77099, "loss": 0.26407, "time": 0.62292}
{"mode": "train", "epoch": 126, "iter": 158000, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17751, "decode.acc_seg": 92.38466, "aux.loss_ce": 0.09486, "aux.acc_seg": 90.3951, "loss": 0.27237, "time": 0.63355}
{"mode": "train", "epoch": 126, "iter": 158050, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.16959, "decode.acc_seg": 92.69559, "aux.loss_ce": 0.0911, "aux.acc_seg": 90.7537, "loss": 0.26069, "time": 0.63184}
{"mode": "train", "epoch": 126, "iter": 158100, "lr": 0.0, "memory": 43699, "data_time": 0.00792, "decode.loss_ce": 0.16765, "decode.acc_seg": 92.79723, "aux.loss_ce": 0.09004, "aux.acc_seg": 90.89847, "loss": 0.2577, "time": 0.62684}
{"mode": "train", "epoch": 126, "iter": 158150, "lr": 0.0, "memory": 43699, "data_time": 0.00714, "decode.loss_ce": 0.17526, "decode.acc_seg": 92.5608, "aux.loss_ce": 0.09456, "aux.acc_seg": 90.38891, "loss": 0.26983, "time": 0.62483}
{"mode": "train", "epoch": 126, "iter": 158200, "lr": 0.0, "memory": 43699, "data_time": 0.0071, "decode.loss_ce": 0.16647, "decode.acc_seg": 92.70354, "aux.loss_ce": 0.09034, "aux.acc_seg": 90.65527, "loss": 0.25682, "time": 0.62669}
{"mode": "train", "epoch": 126, "iter": 158250, "lr": 0.0, "memory": 43699, "data_time": 0.0072, "decode.loss_ce": 0.17731, "decode.acc_seg": 92.43313, "aux.loss_ce": 0.09659, "aux.acc_seg": 90.28226, "loss": 0.27391, "time": 0.63076}
{"mode": "train", "epoch": 126, "iter": 158300, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.18461, "decode.acc_seg": 92.34849, "aux.loss_ce": 0.0978, "aux.acc_seg": 90.22327, "loss": 0.28241, "time": 0.62328}
{"mode": "train", "epoch": 126, "iter": 158350, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.17681, "decode.acc_seg": 92.4021, "aux.loss_ce": 0.09554, "aux.acc_seg": 90.22011, "loss": 0.27234, "time": 0.63268}
{"mode": "train", "epoch": 126, "iter": 158400, "lr": 0.0, "memory": 43699, "data_time": 0.00746, "decode.loss_ce": 0.16847, "decode.acc_seg": 92.9384, "aux.loss_ce": 0.09261, "aux.acc_seg": 90.74783, "loss": 0.26109, "time": 0.62602}
{"mode": "train", "epoch": 126, "iter": 158450, "lr": 0.0, "memory": 43699, "data_time": 0.00738, "decode.loss_ce": 0.17196, "decode.acc_seg": 92.68873, "aux.loss_ce": 0.09298, "aux.acc_seg": 90.64241, "loss": 0.26493, "time": 0.63471}
{"mode": "train", "epoch": 126, "iter": 158500, "lr": 0.0, "memory": 43699, "data_time": 0.00764, "decode.loss_ce": 0.16343, "decode.acc_seg": 93.06608, "aux.loss_ce": 0.08855, "aux.acc_seg": 90.88919, "loss": 0.25198, "time": 0.63276}
{"mode": "train", "epoch": 126, "iter": 158550, "lr": 0.0, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.16633, "decode.acc_seg": 92.85833, "aux.loss_ce": 0.08847, "aux.acc_seg": 90.95139, "loss": 0.2548, "time": 0.62294}
{"mode": "train", "epoch": 126, "iter": 158600, "lr": 0.0, "memory": 43699, "data_time": 0.00698, "decode.loss_ce": 0.18488, "decode.acc_seg": 92.24123, "aux.loss_ce": 0.09928, "aux.acc_seg": 90.10913, "loss": 0.28415, "time": 0.63438}
{"mode": "train", "epoch": 126, "iter": 158650, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17672, "decode.acc_seg": 92.41783, "aux.loss_ce": 0.09495, "aux.acc_seg": 90.43797, "loss": 0.27167, "time": 0.63249}
{"mode": "train", "epoch": 126, "iter": 158700, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.17409, "decode.acc_seg": 92.47308, "aux.loss_ce": 0.09362, "aux.acc_seg": 90.51118, "loss": 0.26771, "time": 0.62258}
{"mode": "train", "epoch": 126, "iter": 158750, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.16702, "decode.acc_seg": 92.67112, "aux.loss_ce": 0.08945, "aux.acc_seg": 90.8316, "loss": 0.25647, "time": 0.6215}
{"mode": "train", "epoch": 126, "iter": 158800, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.16807, "decode.acc_seg": 92.73914, "aux.loss_ce": 0.09072, "aux.acc_seg": 90.79986, "loss": 0.25879, "time": 0.63287}
{"mode": "train", "epoch": 126, "iter": 158850, "lr": 0.0, "memory": 43699, "data_time": 0.01453, "decode.loss_ce": 0.17143, "decode.acc_seg": 92.62569, "aux.loss_ce": 0.09314, "aux.acc_seg": 90.48545, "loss": 0.26456, "time": 0.63648}
{"mode": "train", "epoch": 126, "iter": 158900, "lr": 0.0, "memory": 43699, "data_time": 0.00707, "decode.loss_ce": 0.1781, "decode.acc_seg": 92.20587, "aux.loss_ce": 0.09546, "aux.acc_seg": 90.14058, "loss": 0.27356, "time": 0.63261}
{"mode": "train", "epoch": 126, "iter": 158950, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.17568, "decode.acc_seg": 92.57725, "aux.loss_ce": 0.09598, "aux.acc_seg": 90.42671, "loss": 0.27166, "time": 0.62358}
{"mode": "train", "epoch": 126, "iter": 159000, "lr": 0.0, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.18503, "decode.acc_seg": 92.10991, "aux.loss_ce": 0.10037, "aux.acc_seg": 89.88932, "loss": 0.2854, "time": 0.64212}
{"mode": "train", "epoch": 126, "iter": 159050, "lr": 0.0, "memory": 43699, "data_time": 0.00723, "decode.loss_ce": 0.15773, "decode.acc_seg": 93.24694, "aux.loss_ce": 0.08632, "aux.acc_seg": 91.27873, "loss": 0.24406, "time": 0.62625}
{"mode": "train", "epoch": 126, "iter": 159100, "lr": 0.0, "memory": 43699, "data_time": 0.00699, "decode.loss_ce": 0.17426, "decode.acc_seg": 92.61514, "aux.loss_ce": 0.09409, "aux.acc_seg": 90.43766, "loss": 0.26835, "time": 0.62368}
{"mode": "train", "epoch": 127, "iter": 159150, "lr": 0.0, "memory": 43699, "data_time": 0.06004, "decode.loss_ce": 0.17249, "decode.acc_seg": 92.50099, "aux.loss_ce": 0.09468, "aux.acc_seg": 90.27286, "loss": 0.26717, "time": 0.69447}
{"mode": "train", "epoch": 127, "iter": 159200, "lr": 0.0, "memory": 43699, "data_time": 0.00729, "decode.loss_ce": 0.17581, "decode.acc_seg": 92.47008, "aux.loss_ce": 0.09277, "aux.acc_seg": 90.68573, "loss": 0.26858, "time": 0.62387}
{"mode": "train", "epoch": 127, "iter": 159250, "lr": 0.0, "memory": 43699, "data_time": 0.0073, "decode.loss_ce": 0.17716, "decode.acc_seg": 92.27572, "aux.loss_ce": 0.09657, "aux.acc_seg": 90.13794, "loss": 0.27373, "time": 0.62738}
{"mode": "train", "epoch": 127, "iter": 159300, "lr": 0.0, "memory": 43699, "data_time": 0.00721, "decode.loss_ce": 0.15966, "decode.acc_seg": 92.91176, "aux.loss_ce": 0.08636, "aux.acc_seg": 90.99774, "loss": 0.24602, "time": 0.63293}
{"mode": "train", "epoch": 127, "iter": 159350, "lr": 0.0, "memory": 43699, "data_time": 0.00705, "decode.loss_ce": 0.17364, "decode.acc_seg": 92.54626, "aux.loss_ce": 0.09371, "aux.acc_seg": 90.42936, "loss": 0.26735, "time": 0.63313}
{"mode": "train", "epoch": 127, "iter": 159400, "lr": 0.0, "memory": 43699, "data_time": 0.00722, "decode.loss_ce": 0.17878, "decode.acc_seg": 92.44348, "aux.loss_ce": 0.09685, "aux.acc_seg": 90.28414, "loss": 0.27563, "time": 0.62389}
{"mode": "train", "epoch": 127, "iter": 159450, "lr": 0.0, "memory": 43699, "data_time": 0.01725, "decode.loss_ce": 0.17678, "decode.acc_seg": 92.4589, "aux.loss_ce": 0.09651, "aux.acc_seg": 90.23559, "loss": 0.2733, "time": 0.6255}
{"mode": "train", "epoch": 127, "iter": 159500, "lr": 0.0, "memory": 43699, "data_time": 0.00727, "decode.loss_ce": 0.18029, "decode.acc_seg": 92.35291, "aux.loss_ce": 0.09754, "aux.acc_seg": 90.21789, "loss": 0.27782, "time": 0.63204}
{"mode": "train", "epoch": 127, "iter": 159550, "lr": 0.0, "memory": 43699, "data_time": 0.00726, "decode.loss_ce": 0.17367, "decode.acc_seg": 92.78297, "aux.loss_ce": 0.09232, "aux.acc_seg": 90.82094, "loss": 0.26599, "time": 0.63245}
{"mode": "train", "epoch": 127, "iter": 159600, "lr": 0.0, "memory": 43699, "data_time": 0.00732, "decode.loss_ce": 0.16768, "decode.acc_seg": 92.79172, "aux.loss_ce": 0.08949, "aux.acc_seg": 90.81457, "loss": 0.25717, "time": 0.63461}
{"mode": "train", "epoch": 127, "iter": 159650, "lr": 0.0, "memory": 43699, "data_time": 0.00711, "decode.loss_ce": 0.16825, "decode.acc_seg": 92.67517, "aux.loss_ce": 0.09295, "aux.acc_seg": 90.54221, "loss": 0.2612, "time": 0.62307}
{"mode": "train", "epoch": 127, "iter": 159700, "lr": 0.0, "memory": 43699, "data_time": 0.00817, "decode.loss_ce": 0.16472, "decode.acc_seg": 92.80337, "aux.loss_ce": 0.08965, "aux.acc_seg": 90.71015, "loss": 0.25437, "time": 0.64117}
{"mode": "train", "epoch": 127, "iter": 159750, "lr": 0.0, "memory": 43699, "data_time": 0.00712, "decode.loss_ce": 0.16622, "decode.acc_seg": 92.8792, "aux.loss_ce": 0.09053, "aux.acc_seg": 90.72943, "loss": 0.25675, "time": 0.62573}
{"mode": "train", "epoch": 127, "iter": 159800, "lr": 0.0, "memory": 43699, "data_time": 0.00701, "decode.loss_ce": 0.17724, "decode.acc_seg": 92.61698, "aux.loss_ce": 0.09361, "aux.acc_seg": 90.4915, "loss": 0.27084, "time": 0.63247}
{"mode": "train", "epoch": 127, "iter": 159850, "lr": 0.0, "memory": 43699, "data_time": 0.007, "decode.loss_ce": 0.17128, "decode.acc_seg": 92.68243, "aux.loss_ce": 0.09354, "aux.acc_seg": 90.62563, "loss": 0.26482, "time": 0.61681}
{"mode": "train", "epoch": 127, "iter": 159900, "lr": 0.0, "memory": 43699, "data_time": 0.00709, "decode.loss_ce": 0.16456, "decode.acc_seg": 92.9291, "aux.loss_ce": 0.08973, "aux.acc_seg": 90.93292, "loss": 0.25428, "time": 0.64105}
{"mode": "train", "epoch": 127, "iter": 159950, "lr": 0.0, "memory": 43699, "data_time": 0.00717, "decode.loss_ce": 0.17271, "decode.acc_seg": 92.55853, "aux.loss_ce": 0.09228, "aux.acc_seg": 90.54924, "loss": 0.265, "time": 0.62373}
{"mode": "train", "epoch": 127, "iter": 160000, "lr": 0.0, "memory": 43699, "data_time": 0.00725, "decode.loss_ce": 0.16924, "decode.acc_seg": 92.77157, "aux.loss_ce": 0.09083, "aux.acc_seg": 90.88805, "loss": 0.26007, "time": 0.69578}
{"mode": "val", "epoch": 127, "iter": 250, "lr": 0.0, "aAcc": 0.8438, "mIoU": 0.5213, "mAcc": 0.6459, "IoU.wall": 0.7963, "IoU.building": 0.8336, "IoU.sky": 0.9464, "IoU.floor": 0.8239, "IoU.tree": 0.7587, "IoU.ceiling": 0.8552, "IoU.road": 0.8686, "IoU.bed ": 0.9115, "IoU.windowpane": 0.6314, "IoU.grass": 0.6797, "IoU.cabinet": 0.6405, "IoU.sidewalk": 0.7032, "IoU.person": 0.8367, "IoU.earth": 0.3892, "IoU.door": 0.5451, "IoU.table": 0.6365, "IoU.mountain": 0.6323, "IoU.plant": 0.5227, "IoU.curtain": 0.7784, "IoU.chair": 0.6149, "IoU.car": 0.8592, "IoU.water": 0.5337, "IoU.painting": 0.7525, "IoU.sofa": 0.7144, "IoU.shelf": 0.4598, "IoU.house": 0.4827, "IoU.sea": 0.5555, "IoU.mirror": 0.7018, "IoU.rug": 0.6229, "IoU.field": 0.2957, "IoU.armchair": 0.4876, "IoU.seat": 0.6706, "IoU.fence": 0.4746, "IoU.desk": 0.5395, "IoU.rock": 0.462, "IoU.wardrobe": 0.4614, "IoU.lamp": 0.6715, "IoU.bathtub": 0.8126, "IoU.railing": 0.378, "IoU.cushion": 0.6544, "IoU.base": 0.3159, "IoU.box": 0.3088, "IoU.column": 0.4629, "IoU.signboard": 0.3771, "IoU.chest of drawers": 0.4023, "IoU.counter": 0.3244, "IoU.sand": 0.4957, "IoU.sink": 0.7395, "IoU.skyscraper": 0.5038, "IoU.fireplace": 0.7789, "IoU.refrigerator": 0.8196, "IoU.grandstand": 0.5129, "IoU.path": 0.2657, "IoU.stairs": 0.3182, "IoU.runway": 0.6955, "IoU.case": 0.5486, "IoU.pool table": 0.9328, "IoU.pillow": 0.6164, "IoU.screen door": 0.6541, "IoU.stairway": 0.3446, "IoU.river": 0.1061, "IoU.bridge": 0.7049, "IoU.bookcase": 0.3994, "IoU.blind": 0.4517, "IoU.coffee table": 0.6082, "IoU.toilet": 0.866, "IoU.flower": 0.4221, "IoU.book": 0.4421, "IoU.hill": 0.1135, "IoU.bench": 0.4753, "IoU.countertop": 0.569, "IoU.stove": 0.7739, "IoU.palm": 0.5015, "IoU.kitchen island": 0.4407, "IoU.computer": 0.6921, "IoU.swivel chair": 0.4899, "IoU.boat": 0.3707, "IoU.bar": 0.3668, "IoU.arcade machine": 0.8461, "IoU.hovel": 0.3523, "IoU.bus": 0.87, "IoU.towel": 0.6791, "IoU.light": 0.5674, "IoU.truck": 0.3754, "IoU.tower": 0.2565, "IoU.chandelier": 0.7064, "IoU.awning": 0.296, "IoU.streetlight": 0.3043, "IoU.booth": 0.5631, "IoU.television receiver": 0.7112, "IoU.airplane": 0.6594, "IoU.dirt track": 0.1335, "IoU.apparel": 0.4356, "IoU.pole": 0.2343, "IoU.land": 0.0381, "IoU.bannister": 0.1635, "IoU.escalator": 0.4043, "IoU.ottoman": 0.5375, "IoU.bottle": 0.4212, "IoU.buffet": 0.5424, "IoU.poster": 0.349, "IoU.stage": 0.1704, "IoU.van": 0.4731, "IoU.ship": 0.3589, "IoU.fountain": 0.212, "IoU.conveyer belt": 0.733, "IoU.canopy": 0.3106, "IoU.washer": 0.7966, "IoU.plaything": 0.4417, "IoU.swimming pool": 0.6524, "IoU.stool": 0.4843, "IoU.barrel": 0.5535, "IoU.basket": 0.407, "IoU.waterfall": 0.5763, "IoU.tent": 0.9576, "IoU.bag": 0.2098, "IoU.minibike": 0.712, "IoU.cradle": 0.7279, "IoU.oven": 0.3161, "IoU.ball": 0.4431, "IoU.food": 0.5692, "IoU.step": 0.1313, "IoU.tank": 0.5608, "IoU.trade name": 0.2678, "IoU.microwave": 0.6104, "IoU.pot": 0.4548, "IoU.animal": 0.6611, "IoU.bicycle": 0.5521, "IoU.lake": 0.5138, "IoU.dishwasher": 0.6635, "IoU.screen": 0.5412, "IoU.blanket": 0.2338, "IoU.sculpture": 0.6519, "IoU.hood": 0.5821, "IoU.sconce": 0.5294, "IoU.vase": 0.4316, "IoU.traffic light": 0.3578, "IoU.tray": 0.1279, "IoU.ashcan": 0.4673, "IoU.fan": 0.6494, "IoU.pier": 0.2956, "IoU.crt screen": 0.0423, "IoU.plate": 0.5804, "IoU.monitor": 0.0842, "IoU.bulletin board": 0.5103, "IoU.shower": 0.0309, "IoU.radiator": 0.6801, "IoU.glass": 0.1731, "IoU.clock": 0.4337, "IoU.flag": 0.625, "Acc.wall": 0.8926, "Acc.building": 0.919, "Acc.sky": 0.9778, "Acc.floor": 0.9077, "Acc.tree": 0.8871, "Acc.ceiling": 0.923, "Acc.road": 0.9244, "Acc.bed ": 0.9617, "Acc.windowpane": 0.7853, "Acc.grass": 0.8402, "Acc.cabinet": 0.7444, "Acc.sidewalk": 0.8296, "Acc.person": 0.9393, "Acc.earth": 0.4992, "Acc.door": 0.7209, "Acc.table": 0.7877, "Acc.mountain": 0.7786, "Acc.plant": 0.6341, "Acc.curtain": 0.8884, "Acc.chair": 0.7476, "Acc.car": 0.9323, "Acc.water": 0.6826, "Acc.painting": 0.9097, "Acc.sofa": 0.8656, "Acc.shelf": 0.6532, "Acc.house": 0.6956, "Acc.sea": 0.7479, "Acc.mirror": 0.7792, "Acc.rug": 0.7426, "Acc.field": 0.4838, "Acc.armchair": 0.6742, "Acc.seat": 0.8498, "Acc.fence": 0.6283, "Acc.desk": 0.7144, "Acc.rock": 0.6851, "Acc.wardrobe": 0.6567, "Acc.lamp": 0.7889, "Acc.bathtub": 0.8565, "Acc.railing": 0.5364, "Acc.cushion": 0.8, "Acc.base": 0.3984, "Acc.box": 0.3764, "Acc.column": 0.5888, "Acc.signboard": 0.5489, "Acc.chest of drawers": 0.6368, "Acc.counter": 0.4223, "Acc.sand": 0.7217, "Acc.sink": 0.82, "Acc.skyscraper": 0.6534, "Acc.fireplace": 0.9212, "Acc.refrigerator": 0.9219, "Acc.grandstand": 0.7763, "Acc.path": 0.413, "Acc.stairs": 0.3921, "Acc.runway": 0.9045, "Acc.case": 0.7047, "Acc.pool table": 0.97, "Acc.pillow": 0.71, "Acc.screen door": 0.6899, "Acc.stairway": 0.4189, "Acc.river": 0.243, "Acc.bridge": 0.8406, "Acc.bookcase": 0.6393, "Acc.blind": 0.524, "Acc.coffee table": 0.8446, "Acc.toilet": 0.9219, "Acc.flower": 0.6102, "Acc.book": 0.6786, "Acc.hill": 0.1664, "Acc.bench": 0.5319, "Acc.countertop": 0.7359, "Acc.stove": 0.8505, "Acc.palm": 0.7189, "Acc.kitchen island": 0.7358, "Acc.computer": 0.8035, "Acc.swivel chair": 0.6458, "Acc.boat": 0.5397, "Acc.bar": 0.493, "Acc.arcade machine": 0.8945, "Acc.hovel": 0.3867, "Acc.bus": 0.9761, "Acc.towel": 0.8236, "Acc.light": 0.6656, "Acc.truck": 0.4801, "Acc.tower": 0.3424, "Acc.chandelier": 0.8532, "Acc.awning": 0.3781, "Acc.streetlight": 0.4031, "Acc.booth": 0.5908, "Acc.television receiver": 0.824, "Acc.airplane": 0.7717, "Acc.dirt track": 0.2037, "Acc.apparel": 0.5919, "Acc.pole": 0.3301, "Acc.land": 0.0551, "Acc.bannister": 0.198, "Acc.escalator": 0.4878, "Acc.ottoman": 0.7107, "Acc.bottle": 0.6595, "Acc.buffet": 0.6589, "Acc.poster": 0.514, "Acc.stage": 0.3159, "Acc.van": 0.6568, "Acc.ship": 0.5538, "Acc.fountain": 0.2173, "Acc.conveyer belt": 0.922, "Acc.canopy": 0.483, "Acc.washer": 0.8198, "Acc.plaything": 0.5714, "Acc.swimming pool": 0.876, "Acc.stool": 0.6379, "Acc.barrel": 0.6725, "Acc.basket": 0.5308, "Acc.waterfall": 0.6326, "Acc.tent": 0.9854, "Acc.bag": 0.2646, "Acc.minibike": 0.8682, "Acc.cradle": 0.8992, "Acc.oven": 0.6551, "Acc.ball": 0.4785, "Acc.food": 0.6839, "Acc.step": 0.1498, "Acc.tank": 0.6639, "Acc.trade name": 0.3178, "Acc.microwave": 0.6777, "Acc.pot": 0.5384, "Acc.animal": 0.6932, "Acc.bicycle": 0.7709, "Acc.lake": 0.6253, "Acc.dishwasher": 0.8023, "Acc.screen": 0.7938, "Acc.blanket": 0.2663, "Acc.sculpture": 0.8061, "Acc.hood": 0.6971, "Acc.sconce": 0.6439, "Acc.vase": 0.6073, "Acc.traffic light": 0.5885, "Acc.tray": 0.1991, "Acc.ashcan": 0.6054, "Acc.fan": 0.7998, "Acc.pier": 0.4522, "Acc.crt screen": 0.1201, "Acc.plate": 0.749, "Acc.monitor": 0.119, "Acc.bulletin board": 0.652, "Acc.shower": 0.0333, "Acc.radiator": 0.7665, "Acc.glass": 0.1883, "Acc.clock": 0.5174, "Acc.flag": 0.7342}