|
{ |
|
"best_metric": 0.3097, |
|
"best_model_checkpoint": "ms-cond-detr-res-50-vehicles/checkpoint-131385", |
|
"epoch": 59.0, |
|
"eval_steps": 500, |
|
"global_step": 135995, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.21691973969631237, |
|
"grad_norm": 32948.171875, |
|
"learning_rate": 9.999685192743662e-05, |
|
"loss": 7.6906, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.43383947939262474, |
|
"grad_norm": 8056.21142578125, |
|
"learning_rate": 9.998728034076959e-05, |
|
"loss": 2.3313, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.6507592190889371, |
|
"grad_norm": 17431.4765625, |
|
"learning_rate": 9.997124764767083e-05, |
|
"loss": 2.1856, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.8676789587852495, |
|
"grad_norm": 17146.232421875, |
|
"learning_rate": 9.994876864856252e-05, |
|
"loss": 2.051, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 1.895993709564209, |
|
"eval_map": 0.0623, |
|
"eval_map_50": 0.1484, |
|
"eval_map_75": 0.0432, |
|
"eval_map_bus": 0.0489, |
|
"eval_map_car": 0.0878, |
|
"eval_map_container": 0.0856, |
|
"eval_map_large": 0.1451, |
|
"eval_map_medium": 0.0546, |
|
"eval_map_motorbike": 0.0269, |
|
"eval_map_small": 0.0085, |
|
"eval_mar_1": 0.0883, |
|
"eval_mar_10": 0.2294, |
|
"eval_mar_100": 0.2984, |
|
"eval_mar_100_bus": 0.3264, |
|
"eval_mar_100_car": 0.3206, |
|
"eval_mar_100_container": 0.3323, |
|
"eval_mar_100_motorbike": 0.2141, |
|
"eval_mar_large": 0.4778, |
|
"eval_mar_medium": 0.2854, |
|
"eval_mar_small": 0.0421, |
|
"eval_runtime": 114.5232, |
|
"eval_samples_per_second": 20.109, |
|
"eval_steps_per_second": 2.515, |
|
"step": 2305 |
|
}, |
|
{ |
|
"epoch": 1.0845986984815619, |
|
"grad_norm": 14355.5908203125, |
|
"learning_rate": 9.991984624324235e-05, |
|
"loss": 1.9627, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.3015184381778742, |
|
"grad_norm": 5871.64599609375, |
|
"learning_rate": 9.988456131077249e-05, |
|
"loss": 1.9168, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.5184381778741867, |
|
"grad_norm": 4061.07080078125, |
|
"learning_rate": 9.984277698186814e-05, |
|
"loss": 1.8332, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.735357917570499, |
|
"grad_norm": 4107.30517578125, |
|
"learning_rate": 9.979456291970887e-05, |
|
"loss": 1.7907, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.9522776572668112, |
|
"grad_norm": 6267.9453125, |
|
"learning_rate": 9.973992534392322e-05, |
|
"loss": 1.7617, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 1.6729236841201782, |
|
"eval_map": 0.1472, |
|
"eval_map_50": 0.3286, |
|
"eval_map_75": 0.1129, |
|
"eval_map_bus": 0.1128, |
|
"eval_map_car": 0.2083, |
|
"eval_map_container": 0.1971, |
|
"eval_map_large": 0.3455, |
|
"eval_map_medium": 0.1211, |
|
"eval_map_motorbike": 0.0705, |
|
"eval_map_small": 0.0156, |
|
"eval_mar_1": 0.1272, |
|
"eval_mar_10": 0.3047, |
|
"eval_mar_100": 0.3573, |
|
"eval_mar_100_bus": 0.4427, |
|
"eval_mar_100_car": 0.3575, |
|
"eval_mar_100_container": 0.3994, |
|
"eval_mar_100_motorbike": 0.2297, |
|
"eval_mar_large": 0.6163, |
|
"eval_mar_medium": 0.3404, |
|
"eval_mar_small": 0.0626, |
|
"eval_runtime": 111.0496, |
|
"eval_samples_per_second": 20.738, |
|
"eval_steps_per_second": 2.593, |
|
"step": 4610 |
|
}, |
|
{ |
|
"epoch": 2.1691973969631237, |
|
"grad_norm": 6151.71826171875, |
|
"learning_rate": 9.967887130277497e-05, |
|
"loss": 1.7034, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.3861171366594363, |
|
"grad_norm": 13430.7021484375, |
|
"learning_rate": 9.961140867225379e-05, |
|
"loss": 1.6812, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 2.6030368763557483, |
|
"grad_norm": 23429.322265625, |
|
"learning_rate": 9.953754615505938e-05, |
|
"loss": 1.6754, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.819956616052061, |
|
"grad_norm": 5950.3984375, |
|
"learning_rate": 9.94572932794787e-05, |
|
"loss": 1.6489, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 1.5874069929122925, |
|
"eval_map": 0.1778, |
|
"eval_map_50": 0.3853, |
|
"eval_map_75": 0.1458, |
|
"eval_map_bus": 0.1352, |
|
"eval_map_car": 0.2354, |
|
"eval_map_container": 0.2234, |
|
"eval_map_large": 0.3729, |
|
"eval_map_medium": 0.1542, |
|
"eval_map_motorbike": 0.1172, |
|
"eval_map_small": 0.0131, |
|
"eval_mar_1": 0.1417, |
|
"eval_mar_10": 0.3206, |
|
"eval_mar_100": 0.365, |
|
"eval_mar_100_bus": 0.4474, |
|
"eval_mar_100_car": 0.3691, |
|
"eval_mar_100_container": 0.3944, |
|
"eval_mar_100_motorbike": 0.2491, |
|
"eval_mar_large": 0.6265, |
|
"eval_mar_medium": 0.343, |
|
"eval_mar_small": 0.0747, |
|
"eval_runtime": 111.1265, |
|
"eval_samples_per_second": 20.724, |
|
"eval_steps_per_second": 2.592, |
|
"step": 6915 |
|
}, |
|
{ |
|
"epoch": 3.036876355748373, |
|
"grad_norm": 8822.9736328125, |
|
"learning_rate": 9.937084002387407e-05, |
|
"loss": 1.6342, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 3.2537960954446854, |
|
"grad_norm": 17186.669921875, |
|
"learning_rate": 9.927785103843946e-05, |
|
"loss": 1.6239, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 3.470715835140998, |
|
"grad_norm": 7216.52880859375, |
|
"learning_rate": 9.917850519536694e-05, |
|
"loss": 1.632, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 3.6876355748373104, |
|
"grad_norm": 15494.7607421875, |
|
"learning_rate": 9.907281531030016e-05, |
|
"loss": 1.6064, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 3.9045553145336225, |
|
"grad_norm": 8969.22265625, |
|
"learning_rate": 9.896102536613032e-05, |
|
"loss": 1.5998, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 1.552794337272644, |
|
"eval_map": 0.1929, |
|
"eval_map_50": 0.4053, |
|
"eval_map_75": 0.1639, |
|
"eval_map_bus": 0.1675, |
|
"eval_map_car": 0.2425, |
|
"eval_map_container": 0.2398, |
|
"eval_map_large": 0.4082, |
|
"eval_map_medium": 0.1638, |
|
"eval_map_motorbike": 0.1219, |
|
"eval_map_small": 0.0144, |
|
"eval_mar_1": 0.1504, |
|
"eval_mar_10": 0.3294, |
|
"eval_mar_100": 0.3756, |
|
"eval_mar_100_bus": 0.4699, |
|
"eval_mar_100_car": 0.3745, |
|
"eval_mar_100_container": 0.4104, |
|
"eval_mar_100_motorbike": 0.2477, |
|
"eval_mar_large": 0.6317, |
|
"eval_mar_medium": 0.3567, |
|
"eval_mar_small": 0.07, |
|
"eval_runtime": 109.6617, |
|
"eval_samples_per_second": 21.001, |
|
"eval_steps_per_second": 2.626, |
|
"step": 9220 |
|
}, |
|
{ |
|
"epoch": 4.1214750542299345, |
|
"grad_norm": 15890.3359375, |
|
"learning_rate": 9.884270173273174e-05, |
|
"loss": 1.5972, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 4.3383947939262475, |
|
"grad_norm": 26849.8046875, |
|
"learning_rate": 9.871807737608682e-05, |
|
"loss": 1.5947, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 4.55531453362256, |
|
"grad_norm": 17527.794921875, |
|
"learning_rate": 9.858716837277515e-05, |
|
"loss": 1.5719, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 4.7722342733188725, |
|
"grad_norm": 27437.568359375, |
|
"learning_rate": 9.844999161009761e-05, |
|
"loss": 1.5632, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 4.989154013015185, |
|
"grad_norm": 8879.484375, |
|
"learning_rate": 9.830685786294999e-05, |
|
"loss": 1.552, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 1.52571439743042, |
|
"eval_map": 0.2026, |
|
"eval_map_50": 0.4239, |
|
"eval_map_75": 0.1723, |
|
"eval_map_bus": 0.1926, |
|
"eval_map_car": 0.2487, |
|
"eval_map_container": 0.2421, |
|
"eval_map_large": 0.4281, |
|
"eval_map_medium": 0.1671, |
|
"eval_map_motorbike": 0.1269, |
|
"eval_map_small": 0.0163, |
|
"eval_mar_1": 0.1528, |
|
"eval_mar_10": 0.3307, |
|
"eval_mar_100": 0.3791, |
|
"eval_mar_100_bus": 0.4657, |
|
"eval_mar_100_car": 0.3765, |
|
"eval_mar_100_container": 0.4165, |
|
"eval_mar_100_motorbike": 0.2577, |
|
"eval_mar_large": 0.6259, |
|
"eval_mar_medium": 0.3542, |
|
"eval_mar_small": 0.0996, |
|
"eval_runtime": 113.4379, |
|
"eval_samples_per_second": 20.302, |
|
"eval_steps_per_second": 2.539, |
|
"step": 11525 |
|
}, |
|
{ |
|
"epoch": 5.206073752711497, |
|
"grad_norm": 16417.5234375, |
|
"learning_rate": 9.815721191945502e-05, |
|
"loss": 1.5611, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 5.422993492407809, |
|
"grad_norm": 5270.97802734375, |
|
"learning_rate": 9.800135368110628e-05, |
|
"loss": 1.551, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 5.639913232104122, |
|
"grad_norm": 12491.1376953125, |
|
"learning_rate": 9.783930325366346e-05, |
|
"loss": 1.5441, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 5.856832971800434, |
|
"grad_norm": 6461.4892578125, |
|
"learning_rate": 9.767176669323077e-05, |
|
"loss": 1.5478, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 1.5407626628875732, |
|
"eval_map": 0.1996, |
|
"eval_map_50": 0.424, |
|
"eval_map_75": 0.164, |
|
"eval_map_bus": 0.1989, |
|
"eval_map_car": 0.2419, |
|
"eval_map_container": 0.2416, |
|
"eval_map_large": 0.4241, |
|
"eval_map_medium": 0.1588, |
|
"eval_map_motorbike": 0.1162, |
|
"eval_map_small": 0.0161, |
|
"eval_mar_1": 0.1529, |
|
"eval_mar_10": 0.3225, |
|
"eval_mar_100": 0.37, |
|
"eval_mar_100_bus": 0.4587, |
|
"eval_mar_100_car": 0.3579, |
|
"eval_mar_100_container": 0.4178, |
|
"eval_mar_100_motorbike": 0.2455, |
|
"eval_mar_large": 0.6196, |
|
"eval_mar_medium": 0.3413, |
|
"eval_mar_small": 0.0782, |
|
"eval_runtime": 112.8265, |
|
"eval_samples_per_second": 20.412, |
|
"eval_steps_per_second": 2.553, |
|
"step": 13830 |
|
}, |
|
{ |
|
"epoch": 6.073752711496746, |
|
"grad_norm": 4583.74365234375, |
|
"learning_rate": 9.749741995141488e-05, |
|
"loss": 1.5571, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 6.290672451193059, |
|
"grad_norm": 6658.3671875, |
|
"learning_rate": 9.731694602810796e-05, |
|
"loss": 1.5572, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 6.507592190889371, |
|
"grad_norm": 7703.2578125, |
|
"learning_rate": 9.713036820450053e-05, |
|
"loss": 1.547, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 6.724511930585683, |
|
"grad_norm": 16854.68359375, |
|
"learning_rate": 9.693771054918806e-05, |
|
"loss": 1.5371, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 6.941431670281996, |
|
"grad_norm": 22233.17578125, |
|
"learning_rate": 9.673899791506617e-05, |
|
"loss": 1.5026, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 1.473095178604126, |
|
"eval_map": 0.2228, |
|
"eval_map_50": 0.4631, |
|
"eval_map_75": 0.1881, |
|
"eval_map_bus": 0.2327, |
|
"eval_map_car": 0.2595, |
|
"eval_map_container": 0.2596, |
|
"eval_map_large": 0.4556, |
|
"eval_map_medium": 0.1862, |
|
"eval_map_motorbike": 0.1395, |
|
"eval_map_small": 0.0224, |
|
"eval_mar_1": 0.1628, |
|
"eval_mar_10": 0.3411, |
|
"eval_mar_100": 0.3918, |
|
"eval_mar_100_bus": 0.4761, |
|
"eval_mar_100_car": 0.3906, |
|
"eval_mar_100_container": 0.4347, |
|
"eval_mar_100_motorbike": 0.266, |
|
"eval_mar_large": 0.6375, |
|
"eval_mar_medium": 0.3684, |
|
"eval_mar_small": 0.1103, |
|
"eval_runtime": 110.9297, |
|
"eval_samples_per_second": 20.761, |
|
"eval_steps_per_second": 2.596, |
|
"step": 16135 |
|
}, |
|
{ |
|
"epoch": 7.158351409978308, |
|
"grad_norm": 19154.3046875, |
|
"learning_rate": 9.653425593612456e-05, |
|
"loss": 1.5021, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 7.375271149674621, |
|
"grad_norm": 9528.267578125, |
|
"learning_rate": 9.63235110241402e-05, |
|
"loss": 1.5002, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 7.592190889370933, |
|
"grad_norm": 15413.521484375, |
|
"learning_rate": 9.610679036527032e-05, |
|
"loss": 1.4903, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 7.809110629067245, |
|
"grad_norm": 8371.5927734375, |
|
"learning_rate": 9.588457317037219e-05, |
|
"loss": 1.4959, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.450566291809082, |
|
"eval_map": 0.2326, |
|
"eval_map_50": 0.4723, |
|
"eval_map_75": 0.2016, |
|
"eval_map_bus": 0.2383, |
|
"eval_map_car": 0.2738, |
|
"eval_map_container": 0.2721, |
|
"eval_map_large": 0.4815, |
|
"eval_map_medium": 0.1948, |
|
"eval_map_motorbike": 0.146, |
|
"eval_map_small": 0.02, |
|
"eval_mar_1": 0.1679, |
|
"eval_mar_10": 0.3488, |
|
"eval_mar_100": 0.3983, |
|
"eval_mar_100_bus": 0.4799, |
|
"eval_mar_100_car": 0.4008, |
|
"eval_mar_100_container": 0.4372, |
|
"eval_mar_100_motorbike": 0.2752, |
|
"eval_mar_large": 0.6462, |
|
"eval_mar_medium": 0.3758, |
|
"eval_mar_small": 0.1042, |
|
"eval_runtime": 111.6404, |
|
"eval_samples_per_second": 20.629, |
|
"eval_steps_per_second": 2.58, |
|
"step": 18440 |
|
}, |
|
{ |
|
"epoch": 8.026030368763557, |
|
"grad_norm": 7741.39892578125, |
|
"learning_rate": 9.565599746504495e-05, |
|
"loss": 1.4911, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 8.242950108459869, |
|
"grad_norm": 12290.6552734375, |
|
"learning_rate": 9.542153212228251e-05, |
|
"loss": 1.4937, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 8.459869848156183, |
|
"grad_norm": 11567.1787109375, |
|
"learning_rate": 9.518120738818473e-05, |
|
"loss": 1.5119, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 8.676789587852495, |
|
"grad_norm": 25120.248046875, |
|
"learning_rate": 9.493555236671335e-05, |
|
"loss": 1.4841, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 8.893709327548807, |
|
"grad_norm": 6134.39599609375, |
|
"learning_rate": 9.468361416878137e-05, |
|
"loss": 1.4923, |
|
"step": 20500 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 1.4423633813858032, |
|
"eval_map": 0.2329, |
|
"eval_map_50": 0.4795, |
|
"eval_map_75": 0.2007, |
|
"eval_map_bus": 0.2454, |
|
"eval_map_car": 0.27, |
|
"eval_map_container": 0.2706, |
|
"eval_map_large": 0.4755, |
|
"eval_map_medium": 0.194, |
|
"eval_map_motorbike": 0.1455, |
|
"eval_map_small": 0.025, |
|
"eval_mar_1": 0.1668, |
|
"eval_mar_10": 0.3462, |
|
"eval_mar_100": 0.3973, |
|
"eval_mar_100_bus": 0.4772, |
|
"eval_mar_100_car": 0.4004, |
|
"eval_mar_100_container": 0.4375, |
|
"eval_mar_100_motorbike": 0.2741, |
|
"eval_mar_large": 0.6412, |
|
"eval_mar_medium": 0.3766, |
|
"eval_mar_small": 0.1091, |
|
"eval_runtime": 112.7615, |
|
"eval_samples_per_second": 20.424, |
|
"eval_steps_per_second": 2.554, |
|
"step": 20745 |
|
}, |
|
{ |
|
"epoch": 9.11062906724512, |
|
"grad_norm": 32511.9609375, |
|
"learning_rate": 9.442591177115253e-05, |
|
"loss": 1.4782, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 9.327548806941431, |
|
"grad_norm": 11596.8134765625, |
|
"learning_rate": 9.41630109812504e-05, |
|
"loss": 1.4803, |
|
"step": 21500 |
|
}, |
|
{ |
|
"epoch": 9.544468546637743, |
|
"grad_norm": 6854.0498046875, |
|
"learning_rate": 9.389389201412557e-05, |
|
"loss": 1.4894, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 9.761388286334057, |
|
"grad_norm": 6358.80908203125, |
|
"learning_rate": 9.361911072169985e-05, |
|
"loss": 1.5033, |
|
"step": 22500 |
|
}, |
|
{ |
|
"epoch": 9.97830802603037, |
|
"grad_norm": 3667.44677734375, |
|
"learning_rate": 9.333870255084278e-05, |
|
"loss": 1.4813, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.441864252090454, |
|
"eval_map": 0.2347, |
|
"eval_map_50": 0.4795, |
|
"eval_map_75": 0.2034, |
|
"eval_map_bus": 0.2558, |
|
"eval_map_car": 0.2691, |
|
"eval_map_container": 0.2689, |
|
"eval_map_large": 0.4789, |
|
"eval_map_medium": 0.1962, |
|
"eval_map_motorbike": 0.1452, |
|
"eval_map_small": 0.0219, |
|
"eval_mar_1": 0.1701, |
|
"eval_mar_10": 0.3484, |
|
"eval_mar_100": 0.3954, |
|
"eval_mar_100_bus": 0.4847, |
|
"eval_mar_100_car": 0.3916, |
|
"eval_mar_100_container": 0.434, |
|
"eval_mar_100_motorbike": 0.2714, |
|
"eval_mar_large": 0.6499, |
|
"eval_mar_medium": 0.3714, |
|
"eval_mar_small": 0.0978, |
|
"eval_runtime": 114.4896, |
|
"eval_samples_per_second": 20.115, |
|
"eval_steps_per_second": 2.516, |
|
"step": 23050 |
|
}, |
|
{ |
|
"epoch": 10.195227765726681, |
|
"grad_norm": 6613.9287109375, |
|
"learning_rate": 9.305270367429292e-05, |
|
"loss": 1.4713, |
|
"step": 23500 |
|
}, |
|
{ |
|
"epoch": 10.412147505422993, |
|
"grad_norm": 16454.421875, |
|
"learning_rate": 9.27611509859916e-05, |
|
"loss": 1.4608, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 10.629067245119305, |
|
"grad_norm": 8706.1943359375, |
|
"learning_rate": 9.246468171391835e-05, |
|
"loss": 1.4732, |
|
"step": 24500 |
|
}, |
|
{ |
|
"epoch": 10.845986984815617, |
|
"grad_norm": 4838.7392578125, |
|
"learning_rate": 9.216214586190261e-05, |
|
"loss": 1.4833, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 1.4288930892944336, |
|
"eval_map": 0.2451, |
|
"eval_map_50": 0.4962, |
|
"eval_map_75": 0.2143, |
|
"eval_map_bus": 0.2705, |
|
"eval_map_car": 0.2791, |
|
"eval_map_container": 0.2843, |
|
"eval_map_large": 0.5032, |
|
"eval_map_medium": 0.2044, |
|
"eval_map_motorbike": 0.1465, |
|
"eval_map_small": 0.0243, |
|
"eval_mar_1": 0.1738, |
|
"eval_mar_10": 0.3561, |
|
"eval_mar_100": 0.4058, |
|
"eval_mar_100_bus": 0.5024, |
|
"eval_mar_100_car": 0.4023, |
|
"eval_mar_100_container": 0.4454, |
|
"eval_mar_100_motorbike": 0.2732, |
|
"eval_mar_large": 0.6609, |
|
"eval_mar_medium": 0.3869, |
|
"eval_mar_small": 0.1005, |
|
"eval_runtime": 111.8693, |
|
"eval_samples_per_second": 20.587, |
|
"eval_steps_per_second": 2.574, |
|
"step": 25355 |
|
}, |
|
{ |
|
"epoch": 11.062906724511931, |
|
"grad_norm": 5249.5126953125, |
|
"learning_rate": 9.185417108036163e-05, |
|
"loss": 1.4815, |
|
"step": 25500 |
|
}, |
|
{ |
|
"epoch": 11.279826464208243, |
|
"grad_norm": 7979.5078125, |
|
"learning_rate": 9.154079709813505e-05, |
|
"loss": 1.4599, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 11.496746203904555, |
|
"grad_norm": 24827.08203125, |
|
"learning_rate": 9.122206434056104e-05, |
|
"loss": 1.4527, |
|
"step": 26500 |
|
}, |
|
{ |
|
"epoch": 11.713665943600867, |
|
"grad_norm": 13943.88671875, |
|
"learning_rate": 9.08980139242614e-05, |
|
"loss": 1.4506, |
|
"step": 27000 |
|
}, |
|
{ |
|
"epoch": 11.93058568329718, |
|
"grad_norm": 19058.4140625, |
|
"learning_rate": 9.056868765183752e-05, |
|
"loss": 1.444, |
|
"step": 27500 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.4114290475845337, |
|
"eval_map": 0.2497, |
|
"eval_map_50": 0.5054, |
|
"eval_map_75": 0.2185, |
|
"eval_map_bus": 0.2717, |
|
"eval_map_car": 0.2836, |
|
"eval_map_container": 0.2905, |
|
"eval_map_large": 0.5069, |
|
"eval_map_medium": 0.2101, |
|
"eval_map_motorbike": 0.1532, |
|
"eval_map_small": 0.0247, |
|
"eval_mar_1": 0.175, |
|
"eval_mar_10": 0.358, |
|
"eval_mar_100": 0.4062, |
|
"eval_mar_100_bus": 0.4934, |
|
"eval_mar_100_car": 0.4052, |
|
"eval_mar_100_container": 0.4483, |
|
"eval_mar_100_motorbike": 0.278, |
|
"eval_mar_large": 0.658, |
|
"eval_mar_medium": 0.384, |
|
"eval_mar_small": 0.1037, |
|
"eval_runtime": 111.8412, |
|
"eval_samples_per_second": 20.592, |
|
"eval_steps_per_second": 2.575, |
|
"step": 27660 |
|
}, |
|
{ |
|
"epoch": 12.147505422993492, |
|
"grad_norm": 20425.599609375, |
|
"learning_rate": 9.023412800647782e-05, |
|
"loss": 1.4346, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 12.364425162689805, |
|
"grad_norm": 20580.5859375, |
|
"learning_rate": 8.989506279701155e-05, |
|
"loss": 1.436, |
|
"step": 28500 |
|
}, |
|
{ |
|
"epoch": 12.581344902386117, |
|
"grad_norm": 5153.2529296875, |
|
"learning_rate": 8.955017679879593e-05, |
|
"loss": 1.4358, |
|
"step": 29000 |
|
}, |
|
{ |
|
"epoch": 12.79826464208243, |
|
"grad_norm": 20761.373046875, |
|
"learning_rate": 8.920018881585156e-05, |
|
"loss": 1.4389, |
|
"step": 29500 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_loss": 1.4145116806030273, |
|
"eval_map": 0.2491, |
|
"eval_map_50": 0.5044, |
|
"eval_map_75": 0.2154, |
|
"eval_map_bus": 0.2809, |
|
"eval_map_car": 0.2703, |
|
"eval_map_container": 0.2931, |
|
"eval_map_large": 0.5069, |
|
"eval_map_medium": 0.2081, |
|
"eval_map_motorbike": 0.152, |
|
"eval_map_small": 0.0243, |
|
"eval_mar_1": 0.1778, |
|
"eval_mar_10": 0.3591, |
|
"eval_mar_100": 0.4036, |
|
"eval_mar_100_bus": 0.5021, |
|
"eval_mar_100_car": 0.3905, |
|
"eval_mar_100_container": 0.4506, |
|
"eval_mar_100_motorbike": 0.2712, |
|
"eval_mar_large": 0.6548, |
|
"eval_mar_medium": 0.3811, |
|
"eval_mar_small": 0.0958, |
|
"eval_runtime": 113.291, |
|
"eval_samples_per_second": 20.328, |
|
"eval_steps_per_second": 2.542, |
|
"step": 29965 |
|
}, |
|
{ |
|
"epoch": 13.015184381778742, |
|
"grad_norm": 2281.438232421875, |
|
"learning_rate": 8.884585910276008e-05, |
|
"loss": 1.4451, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 13.232104121475054, |
|
"grad_norm": 4104.1279296875, |
|
"learning_rate": 8.848581322428806e-05, |
|
"loss": 1.4493, |
|
"step": 30500 |
|
}, |
|
{ |
|
"epoch": 13.449023861171366, |
|
"grad_norm": 4472.2119140625, |
|
"learning_rate": 8.812080266430921e-05, |
|
"loss": 1.4535, |
|
"step": 31000 |
|
}, |
|
{ |
|
"epoch": 13.66594360086768, |
|
"grad_norm": 2972.729248046875, |
|
"learning_rate": 8.775161924175216e-05, |
|
"loss": 1.4399, |
|
"step": 31500 |
|
}, |
|
{ |
|
"epoch": 13.882863340563992, |
|
"grad_norm": 2877.804443359375, |
|
"learning_rate": 8.737683090425208e-05, |
|
"loss": 1.4721, |
|
"step": 32000 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.425186276435852, |
|
"eval_map": 0.2426, |
|
"eval_map_50": 0.4967, |
|
"eval_map_75": 0.2135, |
|
"eval_map_bus": 0.2701, |
|
"eval_map_car": 0.2734, |
|
"eval_map_container": 0.2865, |
|
"eval_map_large": 0.5026, |
|
"eval_map_medium": 0.1982, |
|
"eval_map_motorbike": 0.1402, |
|
"eval_map_small": 0.0224, |
|
"eval_mar_1": 0.1728, |
|
"eval_mar_10": 0.3474, |
|
"eval_mar_100": 0.3944, |
|
"eval_mar_100_bus": 0.4776, |
|
"eval_mar_100_car": 0.3894, |
|
"eval_mar_100_container": 0.4408, |
|
"eval_mar_100_motorbike": 0.27, |
|
"eval_mar_large": 0.6479, |
|
"eval_mar_medium": 0.3668, |
|
"eval_mar_small": 0.1061, |
|
"eval_runtime": 114.1204, |
|
"eval_samples_per_second": 20.18, |
|
"eval_steps_per_second": 2.524, |
|
"step": 32270 |
|
}, |
|
{ |
|
"epoch": 14.099783080260304, |
|
"grad_norm": 2141.58056640625, |
|
"learning_rate": 8.699722094429873e-05, |
|
"loss": 1.4556, |
|
"step": 32500 |
|
}, |
|
{ |
|
"epoch": 14.316702819956616, |
|
"grad_norm": 3093.70166015625, |
|
"learning_rate": 8.661283833169138e-05, |
|
"loss": 1.4435, |
|
"step": 33000 |
|
}, |
|
{ |
|
"epoch": 14.533622559652928, |
|
"grad_norm": 10697.4072265625, |
|
"learning_rate": 8.622373265190294e-05, |
|
"loss": 1.4338, |
|
"step": 33500 |
|
}, |
|
{ |
|
"epoch": 14.750542299349242, |
|
"grad_norm": 4543.31982421875, |
|
"learning_rate": 8.582995409968335e-05, |
|
"loss": 1.4138, |
|
"step": 34000 |
|
}, |
|
{ |
|
"epoch": 14.967462039045554, |
|
"grad_norm": 8605.0224609375, |
|
"learning_rate": 8.543155347258457e-05, |
|
"loss": 1.4151, |
|
"step": 34500 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_loss": 1.38901686668396, |
|
"eval_map": 0.257, |
|
"eval_map_50": 0.5144, |
|
"eval_map_75": 0.2303, |
|
"eval_map_bus": 0.2907, |
|
"eval_map_car": 0.284, |
|
"eval_map_container": 0.2968, |
|
"eval_map_large": 0.5145, |
|
"eval_map_medium": 0.2172, |
|
"eval_map_motorbike": 0.1563, |
|
"eval_map_small": 0.0218, |
|
"eval_mar_1": 0.1789, |
|
"eval_mar_10": 0.3604, |
|
"eval_mar_100": 0.4054, |
|
"eval_mar_100_bus": 0.4884, |
|
"eval_mar_100_car": 0.4023, |
|
"eval_mar_100_container": 0.4466, |
|
"eval_mar_100_motorbike": 0.2845, |
|
"eval_mar_large": 0.6357, |
|
"eval_mar_medium": 0.3819, |
|
"eval_mar_small": 0.1104, |
|
"eval_runtime": 114.3602, |
|
"eval_samples_per_second": 20.138, |
|
"eval_steps_per_second": 2.518, |
|
"step": 34575 |
|
}, |
|
{ |
|
"epoch": 15.184381778741866, |
|
"grad_norm": 8320.3056640625, |
|
"learning_rate": 8.502858216440758e-05, |
|
"loss": 1.4148, |
|
"step": 35000 |
|
}, |
|
{ |
|
"epoch": 15.401301518438178, |
|
"grad_norm": 8899.4482421875, |
|
"learning_rate": 8.462109215857262e-05, |
|
"loss": 1.4098, |
|
"step": 35500 |
|
}, |
|
{ |
|
"epoch": 15.61822125813449, |
|
"grad_norm": 5221.080078125, |
|
"learning_rate": 8.420996435565979e-05, |
|
"loss": 1.4055, |
|
"step": 36000 |
|
}, |
|
{ |
|
"epoch": 15.835140997830802, |
|
"grad_norm": 2089.09375, |
|
"learning_rate": 8.379360400220391e-05, |
|
"loss": 1.4085, |
|
"step": 36500 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 1.3738867044448853, |
|
"eval_map": 0.2624, |
|
"eval_map_50": 0.5264, |
|
"eval_map_75": 0.2343, |
|
"eval_map_bus": 0.2938, |
|
"eval_map_car": 0.2917, |
|
"eval_map_container": 0.3026, |
|
"eval_map_large": 0.5278, |
|
"eval_map_medium": 0.2188, |
|
"eval_map_motorbike": 0.1615, |
|
"eval_map_small": 0.0266, |
|
"eval_mar_1": 0.1806, |
|
"eval_mar_10": 0.3683, |
|
"eval_mar_100": 0.42, |
|
"eval_mar_100_bus": 0.5113, |
|
"eval_mar_100_car": 0.4123, |
|
"eval_mar_100_container": 0.465, |
|
"eval_mar_100_motorbike": 0.2912, |
|
"eval_mar_large": 0.6689, |
|
"eval_mar_medium": 0.3994, |
|
"eval_mar_small": 0.1048, |
|
"eval_runtime": 113.9743, |
|
"eval_samples_per_second": 20.206, |
|
"eval_steps_per_second": 2.527, |
|
"step": 36880 |
|
}, |
|
{ |
|
"epoch": 16.052060737527114, |
|
"grad_norm": 9751.138671875, |
|
"learning_rate": 8.337288426364522e-05, |
|
"loss": 1.4132, |
|
"step": 37000 |
|
}, |
|
{ |
|
"epoch": 16.268980477223426, |
|
"grad_norm": 7289.64453125, |
|
"learning_rate": 8.294785941295685e-05, |
|
"loss": 1.4053, |
|
"step": 37500 |
|
}, |
|
{ |
|
"epoch": 16.485900216919738, |
|
"grad_norm": 10739.8271484375, |
|
"learning_rate": 8.251858427847263e-05, |
|
"loss": 1.4095, |
|
"step": 38000 |
|
}, |
|
{ |
|
"epoch": 16.702819956616054, |
|
"grad_norm": 6208.62158203125, |
|
"learning_rate": 8.20851142368143e-05, |
|
"loss": 1.3964, |
|
"step": 38500 |
|
}, |
|
{ |
|
"epoch": 16.919739696312366, |
|
"grad_norm": 10748.8740234375, |
|
"learning_rate": 8.164838451708801e-05, |
|
"loss": 1.3936, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_loss": 1.3773220777511597, |
|
"eval_map": 0.2668, |
|
"eval_map_50": 0.5317, |
|
"eval_map_75": 0.2387, |
|
"eval_map_bus": 0.3055, |
|
"eval_map_car": 0.2917, |
|
"eval_map_container": 0.311, |
|
"eval_map_large": 0.5238, |
|
"eval_map_medium": 0.2246, |
|
"eval_map_motorbike": 0.1591, |
|
"eval_map_small": 0.0255, |
|
"eval_mar_1": 0.1833, |
|
"eval_mar_10": 0.3691, |
|
"eval_mar_100": 0.4148, |
|
"eval_mar_100_bus": 0.5058, |
|
"eval_mar_100_car": 0.4058, |
|
"eval_mar_100_container": 0.4589, |
|
"eval_mar_100_motorbike": 0.2889, |
|
"eval_mar_large": 0.6592, |
|
"eval_mar_medium": 0.393, |
|
"eval_mar_small": 0.1057, |
|
"eval_runtime": 114.4682, |
|
"eval_samples_per_second": 20.119, |
|
"eval_steps_per_second": 2.516, |
|
"step": 39185 |
|
}, |
|
{ |
|
"epoch": 17.136659436008678, |
|
"grad_norm": 8642.4755859375, |
|
"learning_rate": 8.120670105669583e-05, |
|
"loss": 1.3972, |
|
"step": 39500 |
|
}, |
|
{ |
|
"epoch": 17.35357917570499, |
|
"grad_norm": 22437.994140625, |
|
"learning_rate": 8.076099192246061e-05, |
|
"loss": 1.4012, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 17.570498915401302, |
|
"grad_norm": 6367.958984375, |
|
"learning_rate": 8.031131461099501e-05, |
|
"loss": 1.4144, |
|
"step": 40500 |
|
}, |
|
{ |
|
"epoch": 17.787418655097614, |
|
"grad_norm": 27725.388671875, |
|
"learning_rate": 7.985772713080777e-05, |
|
"loss": 1.4062, |
|
"step": 41000 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_loss": 1.3631058931350708, |
|
"eval_map": 0.2687, |
|
"eval_map_50": 0.5359, |
|
"eval_map_75": 0.2387, |
|
"eval_map_bus": 0.3014, |
|
"eval_map_car": 0.2967, |
|
"eval_map_container": 0.3116, |
|
"eval_map_large": 0.5344, |
|
"eval_map_medium": 0.226, |
|
"eval_map_motorbike": 0.165, |
|
"eval_map_small": 0.0249, |
|
"eval_mar_1": 0.1848, |
|
"eval_mar_10": 0.3696, |
|
"eval_mar_100": 0.4176, |
|
"eval_mar_100_bus": 0.5015, |
|
"eval_mar_100_car": 0.4178, |
|
"eval_mar_100_container": 0.4559, |
|
"eval_mar_100_motorbike": 0.2953, |
|
"eval_mar_large": 0.6661, |
|
"eval_mar_medium": 0.3957, |
|
"eval_mar_small": 0.1045, |
|
"eval_runtime": 115.6328, |
|
"eval_samples_per_second": 19.916, |
|
"eval_steps_per_second": 2.491, |
|
"step": 41490 |
|
}, |
|
{ |
|
"epoch": 18.004338394793926, |
|
"grad_norm": 7504.40625, |
|
"learning_rate": 7.940120667790506e-05, |
|
"loss": 1.3951, |
|
"step": 41500 |
|
}, |
|
{ |
|
"epoch": 18.22125813449024, |
|
"grad_norm": 10632.771484375, |
|
"learning_rate": 7.893998242197806e-05, |
|
"loss": 1.4015, |
|
"step": 42000 |
|
}, |
|
{ |
|
"epoch": 18.43817787418655, |
|
"grad_norm": 3698.81298828125, |
|
"learning_rate": 7.84750248995952e-05, |
|
"loss": 1.3926, |
|
"step": 42500 |
|
}, |
|
{ |
|
"epoch": 18.655097613882862, |
|
"grad_norm": 20440.525390625, |
|
"learning_rate": 7.800639409041694e-05, |
|
"loss": 1.4003, |
|
"step": 43000 |
|
}, |
|
{ |
|
"epoch": 18.872017353579174, |
|
"grad_norm": 15015.9267578125, |
|
"learning_rate": 7.753415044795898e-05, |
|
"loss": 1.3825, |
|
"step": 43500 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_loss": 1.3476593494415283, |
|
"eval_map": 0.2706, |
|
"eval_map_50": 0.5411, |
|
"eval_map_75": 0.2421, |
|
"eval_map_bus": 0.3013, |
|
"eval_map_car": 0.3005, |
|
"eval_map_container": 0.3143, |
|
"eval_map_large": 0.5328, |
|
"eval_map_medium": 0.232, |
|
"eval_map_motorbike": 0.1661, |
|
"eval_map_small": 0.0256, |
|
"eval_mar_1": 0.1835, |
|
"eval_mar_10": 0.3693, |
|
"eval_mar_100": 0.421, |
|
"eval_mar_100_bus": 0.4967, |
|
"eval_mar_100_car": 0.4221, |
|
"eval_mar_100_container": 0.4661, |
|
"eval_mar_100_motorbike": 0.2991, |
|
"eval_mar_large": 0.6464, |
|
"eval_mar_medium": 0.3959, |
|
"eval_mar_small": 0.1243, |
|
"eval_runtime": 114.676, |
|
"eval_samples_per_second": 20.083, |
|
"eval_steps_per_second": 2.511, |
|
"step": 43795 |
|
}, |
|
{ |
|
"epoch": 19.088937093275486, |
|
"grad_norm": 23474.3359375, |
|
"learning_rate": 7.705835489179352e-05, |
|
"loss": 1.3803, |
|
"step": 44000 |
|
}, |
|
{ |
|
"epoch": 19.305856832971802, |
|
"grad_norm": 14476.4375, |
|
"learning_rate": 7.657906879969072e-05, |
|
"loss": 1.3718, |
|
"step": 44500 |
|
}, |
|
{ |
|
"epoch": 19.522776572668114, |
|
"grad_norm": 21769.71875, |
|
"learning_rate": 7.609635399970097e-05, |
|
"loss": 1.3739, |
|
"step": 45000 |
|
}, |
|
{ |
|
"epoch": 19.739696312364426, |
|
"grad_norm": 16376.3427734375, |
|
"learning_rate": 7.56112482427524e-05, |
|
"loss": 1.3751, |
|
"step": 45500 |
|
}, |
|
{ |
|
"epoch": 19.95661605206074, |
|
"grad_norm": 8047.681640625, |
|
"learning_rate": 7.51228518291386e-05, |
|
"loss": 1.3704, |
|
"step": 46000 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_loss": 1.3514395952224731, |
|
"eval_map": 0.2736, |
|
"eval_map_50": 0.5439, |
|
"eval_map_75": 0.2437, |
|
"eval_map_bus": 0.3137, |
|
"eval_map_car": 0.3013, |
|
"eval_map_container": 0.3152, |
|
"eval_map_large": 0.5431, |
|
"eval_map_medium": 0.2335, |
|
"eval_map_motorbike": 0.1642, |
|
"eval_map_small": 0.0268, |
|
"eval_mar_1": 0.1861, |
|
"eval_mar_10": 0.3721, |
|
"eval_mar_100": 0.4213, |
|
"eval_mar_100_bus": 0.5033, |
|
"eval_mar_100_car": 0.4247, |
|
"eval_mar_100_container": 0.468, |
|
"eval_mar_100_motorbike": 0.2892, |
|
"eval_mar_large": 0.66, |
|
"eval_mar_medium": 0.3999, |
|
"eval_mar_small": 0.1239, |
|
"eval_runtime": 113.7146, |
|
"eval_samples_per_second": 20.252, |
|
"eval_steps_per_second": 2.533, |
|
"step": 46100 |
|
}, |
|
{ |
|
"epoch": 20.17353579175705, |
|
"grad_norm": 6952.75634765625, |
|
"learning_rate": 7.463023909270814e-05, |
|
"loss": 1.3831, |
|
"step": 46500 |
|
}, |
|
{ |
|
"epoch": 20.390455531453362, |
|
"grad_norm": 4949.50146484375, |
|
"learning_rate": 7.413444904801033e-05, |
|
"loss": 1.3736, |
|
"step": 47000 |
|
}, |
|
{ |
|
"epoch": 20.607375271149674, |
|
"grad_norm": 13462.2197265625, |
|
"learning_rate": 7.363554565211042e-05, |
|
"loss": 1.3757, |
|
"step": 47500 |
|
}, |
|
{ |
|
"epoch": 20.824295010845987, |
|
"grad_norm": 11438.8916015625, |
|
"learning_rate": 7.313359326369684e-05, |
|
"loss": 1.3847, |
|
"step": 48000 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_loss": 1.3405940532684326, |
|
"eval_map": 0.2773, |
|
"eval_map_50": 0.548, |
|
"eval_map_75": 0.2525, |
|
"eval_map_bus": 0.3134, |
|
"eval_map_car": 0.3109, |
|
"eval_map_container": 0.3142, |
|
"eval_map_large": 0.5483, |
|
"eval_map_medium": 0.2389, |
|
"eval_map_motorbike": 0.1707, |
|
"eval_map_small": 0.0339, |
|
"eval_mar_1": 0.1878, |
|
"eval_mar_10": 0.3785, |
|
"eval_mar_100": 0.4315, |
|
"eval_mar_100_bus": 0.5139, |
|
"eval_mar_100_car": 0.4344, |
|
"eval_mar_100_container": 0.4725, |
|
"eval_mar_100_motorbike": 0.3051, |
|
"eval_mar_large": 0.6629, |
|
"eval_mar_medium": 0.4104, |
|
"eval_mar_small": 0.1327, |
|
"eval_runtime": 113.9783, |
|
"eval_samples_per_second": 20.206, |
|
"eval_steps_per_second": 2.527, |
|
"step": 48405 |
|
}, |
|
{ |
|
"epoch": 21.0412147505423, |
|
"grad_norm": 5165.931640625, |
|
"learning_rate": 7.262865663477902e-05, |
|
"loss": 1.3741, |
|
"step": 48500 |
|
}, |
|
{ |
|
"epoch": 21.25813449023861, |
|
"grad_norm": 22676.916015625, |
|
"learning_rate": 7.21208009023343e-05, |
|
"loss": 1.3723, |
|
"step": 49000 |
|
}, |
|
{ |
|
"epoch": 21.475054229934923, |
|
"grad_norm": 16659.28515625, |
|
"learning_rate": 7.161009157990521e-05, |
|
"loss": 1.3684, |
|
"step": 49500 |
|
}, |
|
{ |
|
"epoch": 21.691973969631235, |
|
"grad_norm": 36924.6015625, |
|
"learning_rate": 7.109659454914833e-05, |
|
"loss": 1.3559, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 21.90889370932755, |
|
"grad_norm": 17127.916015625, |
|
"learning_rate": 7.058141116015095e-05, |
|
"loss": 1.3711, |
|
"step": 50500 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_loss": 1.329733967781067, |
|
"eval_map": 0.2789, |
|
"eval_map_50": 0.5529, |
|
"eval_map_75": 0.2536, |
|
"eval_map_bus": 0.3151, |
|
"eval_map_car": 0.3087, |
|
"eval_map_container": 0.3189, |
|
"eval_map_large": 0.5527, |
|
"eval_map_medium": 0.2377, |
|
"eval_map_motorbike": 0.1728, |
|
"eval_map_small": 0.0291, |
|
"eval_mar_1": 0.1862, |
|
"eval_mar_10": 0.3778, |
|
"eval_mar_100": 0.4288, |
|
"eval_mar_100_bus": 0.5073, |
|
"eval_mar_100_car": 0.4286, |
|
"eval_mar_100_container": 0.4753, |
|
"eval_mar_100_motorbike": 0.3041, |
|
"eval_mar_large": 0.6636, |
|
"eval_mar_medium": 0.4064, |
|
"eval_mar_small": 0.1326, |
|
"eval_runtime": 114.0898, |
|
"eval_samples_per_second": 20.186, |
|
"eval_steps_per_second": 2.524, |
|
"step": 50710 |
|
}, |
|
{ |
|
"epoch": 22.125813449023862, |
|
"grad_norm": 20025.771484375, |
|
"learning_rate": 7.006254303068497e-05, |
|
"loss": 1.3614, |
|
"step": 51000 |
|
}, |
|
{ |
|
"epoch": 22.342733188720175, |
|
"grad_norm": 15083.662109375, |
|
"learning_rate": 6.954108682712056e-05, |
|
"loss": 1.3679, |
|
"step": 51500 |
|
}, |
|
{ |
|
"epoch": 22.559652928416487, |
|
"grad_norm": 26199.78125, |
|
"learning_rate": 6.901710981746509e-05, |
|
"loss": 1.3535, |
|
"step": 52000 |
|
}, |
|
{ |
|
"epoch": 22.7765726681128, |
|
"grad_norm": 7781.2822265625, |
|
"learning_rate": 6.849173485857683e-05, |
|
"loss": 1.3682, |
|
"step": 52500 |
|
}, |
|
{ |
|
"epoch": 22.99349240780911, |
|
"grad_norm": 10568.328125, |
|
"learning_rate": 6.796292403540774e-05, |
|
"loss": 1.3693, |
|
"step": 53000 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_loss": 1.3302034139633179, |
|
"eval_map": 0.2779, |
|
"eval_map_50": 0.5488, |
|
"eval_map_75": 0.2495, |
|
"eval_map_bus": 0.3107, |
|
"eval_map_car": 0.3079, |
|
"eval_map_container": 0.32, |
|
"eval_map_large": 0.5462, |
|
"eval_map_medium": 0.2358, |
|
"eval_map_motorbike": 0.1728, |
|
"eval_map_small": 0.0283, |
|
"eval_mar_1": 0.1869, |
|
"eval_mar_10": 0.378, |
|
"eval_mar_100": 0.4313, |
|
"eval_mar_100_bus": 0.5203, |
|
"eval_mar_100_car": 0.4265, |
|
"eval_mar_100_container": 0.4718, |
|
"eval_mar_100_motorbike": 0.3068, |
|
"eval_mar_large": 0.6569, |
|
"eval_mar_medium": 0.4084, |
|
"eval_mar_small": 0.1338, |
|
"eval_runtime": 114.703, |
|
"eval_samples_per_second": 20.078, |
|
"eval_steps_per_second": 2.511, |
|
"step": 53015 |
|
}, |
|
{ |
|
"epoch": 23.210412147505423, |
|
"grad_norm": 32113.388671875, |
|
"learning_rate": 6.743179598962347e-05, |
|
"loss": 1.3628, |
|
"step": 53500 |
|
}, |
|
{ |
|
"epoch": 23.427331887201735, |
|
"grad_norm": 15862.0458984375, |
|
"learning_rate": 6.689841923690201e-05, |
|
"loss": 1.3597, |
|
"step": 54000 |
|
}, |
|
{ |
|
"epoch": 23.644251626898047, |
|
"grad_norm": 10582.056640625, |
|
"learning_rate": 6.636500906051175e-05, |
|
"loss": 1.3635, |
|
"step": 54500 |
|
}, |
|
{ |
|
"epoch": 23.86117136659436, |
|
"grad_norm": 11771.59375, |
|
"learning_rate": 6.58273498976812e-05, |
|
"loss": 1.3678, |
|
"step": 55000 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_loss": 1.3459113836288452, |
|
"eval_map": 0.2734, |
|
"eval_map_50": 0.539, |
|
"eval_map_75": 0.2477, |
|
"eval_map_bus": 0.3079, |
|
"eval_map_car": 0.2993, |
|
"eval_map_container": 0.3169, |
|
"eval_map_large": 0.5452, |
|
"eval_map_medium": 0.2312, |
|
"eval_map_motorbike": 0.1696, |
|
"eval_map_small": 0.0277, |
|
"eval_mar_1": 0.1841, |
|
"eval_mar_10": 0.3742, |
|
"eval_mar_100": 0.4272, |
|
"eval_mar_100_bus": 0.5071, |
|
"eval_mar_100_car": 0.4191, |
|
"eval_mar_100_container": 0.4813, |
|
"eval_mar_100_motorbike": 0.3011, |
|
"eval_mar_large": 0.6656, |
|
"eval_mar_medium": 0.4043, |
|
"eval_mar_small": 0.1266, |
|
"eval_runtime": 115.6337, |
|
"eval_samples_per_second": 19.916, |
|
"eval_steps_per_second": 2.491, |
|
"step": 55320 |
|
}, |
|
{ |
|
"epoch": 24.07809110629067, |
|
"grad_norm": 18562.78515625, |
|
"learning_rate": 6.528764900194297e-05, |
|
"loss": 1.3849, |
|
"step": 55500 |
|
}, |
|
{ |
|
"epoch": 24.295010845986983, |
|
"grad_norm": 10382.9853515625, |
|
"learning_rate": 6.474597599487527e-05, |
|
"loss": 1.3632, |
|
"step": 56000 |
|
}, |
|
{ |
|
"epoch": 24.5119305856833, |
|
"grad_norm": 11665.0673828125, |
|
"learning_rate": 6.420240075245931e-05, |
|
"loss": 1.3582, |
|
"step": 56500 |
|
}, |
|
{ |
|
"epoch": 24.72885032537961, |
|
"grad_norm": 4384.60546875, |
|
"learning_rate": 6.365699339606521e-05, |
|
"loss": 1.3442, |
|
"step": 57000 |
|
}, |
|
{ |
|
"epoch": 24.945770065075923, |
|
"grad_norm": 7771.29443359375, |
|
"learning_rate": 6.310982428340635e-05, |
|
"loss": 1.3554, |
|
"step": 57500 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_loss": 1.3141295909881592, |
|
"eval_map": 0.2895, |
|
"eval_map_50": 0.5625, |
|
"eval_map_75": 0.2674, |
|
"eval_map_bus": 0.3275, |
|
"eval_map_car": 0.3135, |
|
"eval_map_container": 0.337, |
|
"eval_map_large": 0.5526, |
|
"eval_map_medium": 0.2503, |
|
"eval_map_motorbike": 0.1798, |
|
"eval_map_small": 0.0326, |
|
"eval_mar_1": 0.1904, |
|
"eval_mar_10": 0.3872, |
|
"eval_mar_100": 0.4387, |
|
"eval_mar_100_bus": 0.5216, |
|
"eval_mar_100_car": 0.4361, |
|
"eval_mar_100_container": 0.4857, |
|
"eval_mar_100_motorbike": 0.3112, |
|
"eval_mar_large": 0.6709, |
|
"eval_mar_medium": 0.4191, |
|
"eval_mar_small": 0.1254, |
|
"eval_runtime": 114.1019, |
|
"eval_samples_per_second": 20.184, |
|
"eval_steps_per_second": 2.524, |
|
"step": 57625 |
|
}, |
|
{ |
|
"epoch": 25.162689804772235, |
|
"grad_norm": 11156.1474609375, |
|
"learning_rate": 6.25609639994632e-05, |
|
"loss": 1.3439, |
|
"step": 58000 |
|
}, |
|
{ |
|
"epoch": 25.379609544468547, |
|
"grad_norm": 19446.05078125, |
|
"learning_rate": 6.201158587864379e-05, |
|
"loss": 1.3484, |
|
"step": 58500 |
|
}, |
|
{ |
|
"epoch": 25.59652928416486, |
|
"grad_norm": 37928.94921875, |
|
"learning_rate": 6.145955889829366e-05, |
|
"loss": 1.3497, |
|
"step": 59000 |
|
}, |
|
{ |
|
"epoch": 25.81344902386117, |
|
"grad_norm": 12394.7900390625, |
|
"learning_rate": 6.090605363139137e-05, |
|
"loss": 1.3444, |
|
"step": 59500 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_loss": 1.3255101442337036, |
|
"eval_map": 0.2852, |
|
"eval_map_50": 0.5566, |
|
"eval_map_75": 0.2625, |
|
"eval_map_bus": 0.3259, |
|
"eval_map_car": 0.3115, |
|
"eval_map_container": 0.3282, |
|
"eval_map_large": 0.5484, |
|
"eval_map_medium": 0.2437, |
|
"eval_map_motorbike": 0.1754, |
|
"eval_map_small": 0.0312, |
|
"eval_mar_1": 0.1892, |
|
"eval_mar_10": 0.3827, |
|
"eval_mar_100": 0.4341, |
|
"eval_mar_100_bus": 0.5192, |
|
"eval_mar_100_car": 0.4338, |
|
"eval_mar_100_container": 0.477, |
|
"eval_mar_100_motorbike": 0.3065, |
|
"eval_mar_large": 0.672, |
|
"eval_mar_medium": 0.4146, |
|
"eval_mar_small": 0.1121, |
|
"eval_runtime": 114.2701, |
|
"eval_samples_per_second": 20.154, |
|
"eval_steps_per_second": 2.52, |
|
"step": 59930 |
|
}, |
|
{ |
|
"epoch": 26.030368763557483, |
|
"grad_norm": 21555.208984375, |
|
"learning_rate": 6.035114148028319e-05, |
|
"loss": 1.3548, |
|
"step": 60000 |
|
}, |
|
{ |
|
"epoch": 26.247288503253795, |
|
"grad_norm": 28509.6328125, |
|
"learning_rate": 5.979600780867037e-05, |
|
"loss": 1.3455, |
|
"step": 60500 |
|
}, |
|
{ |
|
"epoch": 26.464208242950107, |
|
"grad_norm": 21676.015625, |
|
"learning_rate": 5.923849926827495e-05, |
|
"loss": 1.3445, |
|
"step": 61000 |
|
}, |
|
{ |
|
"epoch": 26.68112798264642, |
|
"grad_norm": 25364.083984375, |
|
"learning_rate": 5.867979895868912e-05, |
|
"loss": 1.3463, |
|
"step": 61500 |
|
}, |
|
{ |
|
"epoch": 26.89804772234273, |
|
"grad_norm": 9840.4853515625, |
|
"learning_rate": 5.811997895242124e-05, |
|
"loss": 1.3421, |
|
"step": 62000 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_loss": 1.3189969062805176, |
|
"eval_map": 0.2839, |
|
"eval_map_50": 0.5592, |
|
"eval_map_75": 0.2576, |
|
"eval_map_bus": 0.3208, |
|
"eval_map_car": 0.3134, |
|
"eval_map_container": 0.3251, |
|
"eval_map_large": 0.5548, |
|
"eval_map_medium": 0.2448, |
|
"eval_map_motorbike": 0.1765, |
|
"eval_map_small": 0.0266, |
|
"eval_mar_1": 0.1903, |
|
"eval_mar_10": 0.3816, |
|
"eval_mar_100": 0.4325, |
|
"eval_mar_100_bus": 0.5073, |
|
"eval_mar_100_car": 0.4453, |
|
"eval_mar_100_container": 0.4693, |
|
"eval_mar_100_motorbike": 0.3082, |
|
"eval_mar_large": 0.6654, |
|
"eval_mar_medium": 0.4114, |
|
"eval_mar_small": 0.1285, |
|
"eval_runtime": 114.9445, |
|
"eval_samples_per_second": 20.036, |
|
"eval_steps_per_second": 2.506, |
|
"step": 62235 |
|
}, |
|
{ |
|
"epoch": 27.114967462039047, |
|
"grad_norm": 16236.349609375, |
|
"learning_rate": 5.7560234198709096e-05, |
|
"loss": 1.3567, |
|
"step": 62500 |
|
}, |
|
{ |
|
"epoch": 27.33188720173536, |
|
"grad_norm": 16390.1328125, |
|
"learning_rate": 5.6998393463013776e-05, |
|
"loss": 1.3631, |
|
"step": 63000 |
|
}, |
|
{ |
|
"epoch": 27.54880694143167, |
|
"grad_norm": 7639.146484375, |
|
"learning_rate": 5.643564993245218e-05, |
|
"loss": 1.353, |
|
"step": 63500 |
|
}, |
|
{ |
|
"epoch": 27.765726681127983, |
|
"grad_norm": 7254.7099609375, |
|
"learning_rate": 5.587207620110937e-05, |
|
"loss": 1.3587, |
|
"step": 64000 |
|
}, |
|
{ |
|
"epoch": 27.982646420824295, |
|
"grad_norm": 26371.984375, |
|
"learning_rate": 5.5307744970166573e-05, |
|
"loss": 1.3477, |
|
"step": 64500 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_loss": 1.321735143661499, |
|
"eval_map": 0.2852, |
|
"eval_map_50": 0.5581, |
|
"eval_map_75": 0.2622, |
|
"eval_map_bus": 0.3238, |
|
"eval_map_car": 0.3113, |
|
"eval_map_container": 0.3256, |
|
"eval_map_large": 0.5491, |
|
"eval_map_medium": 0.2445, |
|
"eval_map_motorbike": 0.1801, |
|
"eval_map_small": 0.0268, |
|
"eval_mar_1": 0.188, |
|
"eval_mar_10": 0.3805, |
|
"eval_mar_100": 0.4326, |
|
"eval_mar_100_bus": 0.5124, |
|
"eval_mar_100_car": 0.4292, |
|
"eval_mar_100_container": 0.478, |
|
"eval_mar_100_motorbike": 0.3109, |
|
"eval_mar_large": 0.66, |
|
"eval_mar_medium": 0.4122, |
|
"eval_mar_small": 0.1297, |
|
"eval_runtime": 115.1063, |
|
"eval_samples_per_second": 20.008, |
|
"eval_steps_per_second": 2.502, |
|
"step": 64540 |
|
}, |
|
{ |
|
"epoch": 28.199566160520607, |
|
"grad_norm": 13310.9052734375, |
|
"learning_rate": 5.474272903852271e-05, |
|
"loss": 1.3441, |
|
"step": 65000 |
|
}, |
|
{ |
|
"epoch": 28.41648590021692, |
|
"grad_norm": 2977.188720703125, |
|
"learning_rate": 5.417823311099729e-05, |
|
"loss": 1.3369, |
|
"step": 65500 |
|
}, |
|
{ |
|
"epoch": 28.63340563991323, |
|
"grad_norm": 5458.31396484375, |
|
"learning_rate": 5.361206752337853e-05, |
|
"loss": 1.3426, |
|
"step": 66000 |
|
}, |
|
{ |
|
"epoch": 28.850325379609544, |
|
"grad_norm": 3358.320556640625, |
|
"learning_rate": 5.304543597796046e-05, |
|
"loss": 1.3577, |
|
"step": 66500 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_loss": 1.3080586194992065, |
|
"eval_map": 0.2881, |
|
"eval_map_50": 0.5656, |
|
"eval_map_75": 0.2638, |
|
"eval_map_bus": 0.3304, |
|
"eval_map_car": 0.3142, |
|
"eval_map_container": 0.3312, |
|
"eval_map_large": 0.5512, |
|
"eval_map_medium": 0.2467, |
|
"eval_map_motorbike": 0.1766, |
|
"eval_map_small": 0.0267, |
|
"eval_mar_1": 0.1899, |
|
"eval_mar_10": 0.3833, |
|
"eval_mar_100": 0.4341, |
|
"eval_mar_100_bus": 0.5179, |
|
"eval_mar_100_car": 0.43, |
|
"eval_mar_100_container": 0.4776, |
|
"eval_mar_100_motorbike": 0.3109, |
|
"eval_mar_large": 0.6641, |
|
"eval_mar_medium": 0.4136, |
|
"eval_mar_small": 0.1252, |
|
"eval_runtime": 114.8879, |
|
"eval_samples_per_second": 20.046, |
|
"eval_steps_per_second": 2.507, |
|
"step": 66845 |
|
}, |
|
{ |
|
"epoch": 29.067245119305856, |
|
"grad_norm": 12659.2099609375, |
|
"learning_rate": 5.2478411570383244e-05, |
|
"loss": 1.3436, |
|
"step": 67000 |
|
}, |
|
{ |
|
"epoch": 29.284164859002168, |
|
"grad_norm": 2700.028076171875, |
|
"learning_rate": 5.191220240565011e-05, |
|
"loss": 1.3463, |
|
"step": 67500 |
|
}, |
|
{ |
|
"epoch": 29.501084598698483, |
|
"grad_norm": 12202.7109375, |
|
"learning_rate": 5.134461217394917e-05, |
|
"loss": 1.3386, |
|
"step": 68000 |
|
}, |
|
{ |
|
"epoch": 29.718004338394795, |
|
"grad_norm": 11113.21875, |
|
"learning_rate": 5.0776848486872474e-05, |
|
"loss": 1.3335, |
|
"step": 68500 |
|
}, |
|
{ |
|
"epoch": 29.934924078091107, |
|
"grad_norm": 7475.49072265625, |
|
"learning_rate": 5.020898458610682e-05, |
|
"loss": 1.3362, |
|
"step": 69000 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_loss": 1.310318112373352, |
|
"eval_map": 0.288, |
|
"eval_map_50": 0.5656, |
|
"eval_map_75": 0.2622, |
|
"eval_map_bus": 0.3324, |
|
"eval_map_car": 0.3093, |
|
"eval_map_container": 0.3328, |
|
"eval_map_large": 0.5594, |
|
"eval_map_medium": 0.2476, |
|
"eval_map_motorbike": 0.1775, |
|
"eval_map_small": 0.0272, |
|
"eval_mar_1": 0.1908, |
|
"eval_mar_10": 0.383, |
|
"eval_mar_100": 0.4353, |
|
"eval_mar_100_bus": 0.5117, |
|
"eval_mar_100_car": 0.4331, |
|
"eval_mar_100_container": 0.4814, |
|
"eval_mar_100_motorbike": 0.3149, |
|
"eval_mar_large": 0.6702, |
|
"eval_mar_medium": 0.411, |
|
"eval_mar_small": 0.1275, |
|
"eval_runtime": 115.2354, |
|
"eval_samples_per_second": 19.985, |
|
"eval_steps_per_second": 2.499, |
|
"step": 69150 |
|
}, |
|
{ |
|
"epoch": 30.15184381778742, |
|
"grad_norm": 12929.96875, |
|
"learning_rate": 4.9642229486198724e-05, |
|
"loss": 1.3372, |
|
"step": 69500 |
|
}, |
|
{ |
|
"epoch": 30.36876355748373, |
|
"grad_norm": 10545.1923828125, |
|
"learning_rate": 4.9074384759668744e-05, |
|
"loss": 1.3335, |
|
"step": 70000 |
|
}, |
|
{ |
|
"epoch": 30.585683297180044, |
|
"grad_norm": 6960.68310546875, |
|
"learning_rate": 4.850665943778378e-05, |
|
"loss": 1.3405, |
|
"step": 70500 |
|
}, |
|
{ |
|
"epoch": 30.802603036876356, |
|
"grad_norm": 16920.470703125, |
|
"learning_rate": 4.793912675728147e-05, |
|
"loss": 1.3399, |
|
"step": 71000 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_loss": 1.3056919574737549, |
|
"eval_map": 0.2891, |
|
"eval_map_50": 0.5684, |
|
"eval_map_75": 0.2644, |
|
"eval_map_bus": 0.3291, |
|
"eval_map_car": 0.3136, |
|
"eval_map_container": 0.3346, |
|
"eval_map_large": 0.566, |
|
"eval_map_medium": 0.2482, |
|
"eval_map_motorbike": 0.1788, |
|
"eval_map_small": 0.0308, |
|
"eval_mar_1": 0.1914, |
|
"eval_mar_10": 0.3856, |
|
"eval_mar_100": 0.4356, |
|
"eval_mar_100_bus": 0.5217, |
|
"eval_mar_100_car": 0.435, |
|
"eval_mar_100_container": 0.4715, |
|
"eval_mar_100_motorbike": 0.3142, |
|
"eval_mar_large": 0.678, |
|
"eval_mar_medium": 0.4131, |
|
"eval_mar_small": 0.1303, |
|
"eval_runtime": 114.0811, |
|
"eval_samples_per_second": 20.187, |
|
"eval_steps_per_second": 2.525, |
|
"step": 71455 |
|
}, |
|
{ |
|
"epoch": 31.019522776572668, |
|
"grad_norm": 7885.31982421875, |
|
"learning_rate": 4.73718599300487e-05, |
|
"loss": 1.3293, |
|
"step": 71500 |
|
}, |
|
{ |
|
"epoch": 31.23644251626898, |
|
"grad_norm": 6155.576171875, |
|
"learning_rate": 4.680493213367716e-05, |
|
"loss": 1.3307, |
|
"step": 72000 |
|
}, |
|
{ |
|
"epoch": 31.453362255965292, |
|
"grad_norm": 12137.0146484375, |
|
"learning_rate": 4.623841650202349e-05, |
|
"loss": 1.3276, |
|
"step": 72500 |
|
}, |
|
{ |
|
"epoch": 31.670281995661604, |
|
"grad_norm": 15681.1962890625, |
|
"learning_rate": 4.5672386115774904e-05, |
|
"loss": 1.3183, |
|
"step": 73000 |
|
}, |
|
{ |
|
"epoch": 31.887201735357916, |
|
"grad_norm": 20826.763671875, |
|
"learning_rate": 4.5106913993021883e-05, |
|
"loss": 1.326, |
|
"step": 73500 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_loss": 1.2957255840301514, |
|
"eval_map": 0.2917, |
|
"eval_map_50": 0.5725, |
|
"eval_map_75": 0.2679, |
|
"eval_map_bus": 0.3311, |
|
"eval_map_car": 0.3187, |
|
"eval_map_container": 0.3363, |
|
"eval_map_large": 0.559, |
|
"eval_map_medium": 0.2514, |
|
"eval_map_motorbike": 0.1808, |
|
"eval_map_small": 0.0368, |
|
"eval_mar_1": 0.1915, |
|
"eval_mar_10": 0.3864, |
|
"eval_mar_100": 0.4393, |
|
"eval_mar_100_bus": 0.5161, |
|
"eval_mar_100_car": 0.4399, |
|
"eval_mar_100_container": 0.4856, |
|
"eval_mar_100_motorbike": 0.3154, |
|
"eval_mar_large": 0.6778, |
|
"eval_mar_medium": 0.4159, |
|
"eval_mar_small": 0.1351, |
|
"eval_runtime": 112.6576, |
|
"eval_samples_per_second": 20.442, |
|
"eval_steps_per_second": 2.556, |
|
"step": 73760 |
|
}, |
|
{ |
|
"epoch": 32.10412147505423, |
|
"grad_norm": 17197.775390625, |
|
"learning_rate": 4.454320208327262e-05, |
|
"loss": 1.3303, |
|
"step": 74000 |
|
}, |
|
{ |
|
"epoch": 32.321041214750544, |
|
"grad_norm": 21979.078125, |
|
"learning_rate": 4.397906376349877e-05, |
|
"loss": 1.3182, |
|
"step": 74500 |
|
}, |
|
{ |
|
"epoch": 32.53796095444685, |
|
"grad_norm": 11120.1962890625, |
|
"learning_rate": 4.341570214631434e-05, |
|
"loss": 1.3164, |
|
"step": 75000 |
|
}, |
|
{ |
|
"epoch": 32.75488069414317, |
|
"grad_norm": 6189.1796875, |
|
"learning_rate": 4.285318990553778e-05, |
|
"loss": 1.3143, |
|
"step": 75500 |
|
}, |
|
{ |
|
"epoch": 32.971800433839476, |
|
"grad_norm": 18750.640625, |
|
"learning_rate": 4.229272181774833e-05, |
|
"loss": 1.3187, |
|
"step": 76000 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_loss": 1.2895259857177734, |
|
"eval_map": 0.2974, |
|
"eval_map_50": 0.5776, |
|
"eval_map_75": 0.2758, |
|
"eval_map_bus": 0.3381, |
|
"eval_map_car": 0.3235, |
|
"eval_map_container": 0.3408, |
|
"eval_map_large": 0.5698, |
|
"eval_map_medium": 0.2581, |
|
"eval_map_motorbike": 0.1871, |
|
"eval_map_small": 0.0287, |
|
"eval_mar_1": 0.1936, |
|
"eval_mar_10": 0.3929, |
|
"eval_mar_100": 0.4434, |
|
"eval_mar_100_bus": 0.5274, |
|
"eval_mar_100_car": 0.4415, |
|
"eval_mar_100_container": 0.4849, |
|
"eval_mar_100_motorbike": 0.3198, |
|
"eval_mar_large": 0.6729, |
|
"eval_mar_medium": 0.4216, |
|
"eval_mar_small": 0.1412, |
|
"eval_runtime": 113.1455, |
|
"eval_samples_per_second": 20.354, |
|
"eval_steps_per_second": 2.545, |
|
"step": 76065 |
|
}, |
|
{ |
|
"epoch": 33.18872017353579, |
|
"grad_norm": 28217.193359375, |
|
"learning_rate": 4.173212384261402e-05, |
|
"loss": 1.3211, |
|
"step": 76500 |
|
}, |
|
{ |
|
"epoch": 33.40563991323211, |
|
"grad_norm": 15140.1513671875, |
|
"learning_rate": 4.1172592425996225e-05, |
|
"loss": 1.3108, |
|
"step": 77000 |
|
}, |
|
{ |
|
"epoch": 33.622559652928416, |
|
"grad_norm": 16245.7314453125, |
|
"learning_rate": 4.061531534860906e-05, |
|
"loss": 1.3074, |
|
"step": 77500 |
|
}, |
|
{ |
|
"epoch": 33.83947939262473, |
|
"grad_norm": 11151.5146484375, |
|
"learning_rate": 4.005813094796232e-05, |
|
"loss": 1.3335, |
|
"step": 78000 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_loss": 1.2928670644760132, |
|
"eval_map": 0.2955, |
|
"eval_map_50": 0.5764, |
|
"eval_map_75": 0.2743, |
|
"eval_map_bus": 0.339, |
|
"eval_map_car": 0.3213, |
|
"eval_map_container": 0.3375, |
|
"eval_map_large": 0.5708, |
|
"eval_map_medium": 0.2556, |
|
"eval_map_motorbike": 0.1843, |
|
"eval_map_small": 0.0306, |
|
"eval_mar_1": 0.1928, |
|
"eval_mar_10": 0.3899, |
|
"eval_mar_100": 0.442, |
|
"eval_mar_100_bus": 0.5158, |
|
"eval_mar_100_car": 0.4456, |
|
"eval_mar_100_container": 0.4873, |
|
"eval_mar_100_motorbike": 0.3194, |
|
"eval_mar_large": 0.6816, |
|
"eval_mar_medium": 0.4203, |
|
"eval_mar_small": 0.1343, |
|
"eval_runtime": 113.6061, |
|
"eval_samples_per_second": 20.272, |
|
"eval_steps_per_second": 2.535, |
|
"step": 78370 |
|
}, |
|
{ |
|
"epoch": 34.05639913232104, |
|
"grad_norm": 6196.53125, |
|
"learning_rate": 3.950222905142011e-05, |
|
"loss": 1.3203, |
|
"step": 78500 |
|
}, |
|
{ |
|
"epoch": 34.273318872017356, |
|
"grad_norm": 8838.4443359375, |
|
"learning_rate": 3.894768137049464e-05, |
|
"loss": 1.3181, |
|
"step": 79000 |
|
}, |
|
{ |
|
"epoch": 34.490238611713664, |
|
"grad_norm": 18184.919921875, |
|
"learning_rate": 3.839455944200391e-05, |
|
"loss": 1.3205, |
|
"step": 79500 |
|
}, |
|
{ |
|
"epoch": 34.70715835140998, |
|
"grad_norm": 18842.814453125, |
|
"learning_rate": 3.7842934618843426e-05, |
|
"loss": 1.3153, |
|
"step": 80000 |
|
}, |
|
{ |
|
"epoch": 34.92407809110629, |
|
"grad_norm": 13190.8916015625, |
|
"learning_rate": 3.7292878060781644e-05, |
|
"loss": 1.3051, |
|
"step": 80500 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_loss": 1.2900042533874512, |
|
"eval_map": 0.296, |
|
"eval_map_50": 0.5787, |
|
"eval_map_75": 0.2742, |
|
"eval_map_bus": 0.3348, |
|
"eval_map_car": 0.3218, |
|
"eval_map_container": 0.3402, |
|
"eval_map_large": 0.5639, |
|
"eval_map_medium": 0.2572, |
|
"eval_map_motorbike": 0.1874, |
|
"eval_map_small": 0.0323, |
|
"eval_mar_1": 0.1922, |
|
"eval_mar_10": 0.3894, |
|
"eval_mar_100": 0.4397, |
|
"eval_mar_100_bus": 0.5183, |
|
"eval_mar_100_car": 0.4396, |
|
"eval_mar_100_container": 0.4799, |
|
"eval_mar_100_motorbike": 0.3212, |
|
"eval_mar_large": 0.6737, |
|
"eval_mar_medium": 0.4174, |
|
"eval_mar_small": 0.1411, |
|
"eval_runtime": 112.7, |
|
"eval_samples_per_second": 20.435, |
|
"eval_steps_per_second": 2.555, |
|
"step": 80675 |
|
}, |
|
{ |
|
"epoch": 35.140997830802604, |
|
"grad_norm": 8913.3818359375, |
|
"learning_rate": 3.674446072528038e-05, |
|
"loss": 1.3126, |
|
"step": 81000 |
|
}, |
|
{ |
|
"epoch": 35.35791757049891, |
|
"grad_norm": 15553.4130859375, |
|
"learning_rate": 3.619884501961284e-05, |
|
"loss": 1.3133, |
|
"step": 81500 |
|
}, |
|
{ |
|
"epoch": 35.57483731019523, |
|
"grad_norm": 7857.3984375, |
|
"learning_rate": 3.565391451542974e-05, |
|
"loss": 1.3122, |
|
"step": 82000 |
|
}, |
|
{ |
|
"epoch": 35.79175704989154, |
|
"grad_norm": 12758.6630859375, |
|
"learning_rate": 3.511191892675452e-05, |
|
"loss": 1.3155, |
|
"step": 82500 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_loss": 1.2911115884780884, |
|
"eval_map": 0.2962, |
|
"eval_map_50": 0.5795, |
|
"eval_map_75": 0.2712, |
|
"eval_map_bus": 0.3395, |
|
"eval_map_car": 0.3186, |
|
"eval_map_container": 0.3402, |
|
"eval_map_large": 0.5675, |
|
"eval_map_medium": 0.2557, |
|
"eval_map_motorbike": 0.1866, |
|
"eval_map_small": 0.03, |
|
"eval_mar_1": 0.1942, |
|
"eval_mar_10": 0.391, |
|
"eval_mar_100": 0.4423, |
|
"eval_mar_100_bus": 0.5222, |
|
"eval_mar_100_car": 0.4403, |
|
"eval_mar_100_container": 0.4859, |
|
"eval_mar_100_motorbike": 0.3209, |
|
"eval_mar_large": 0.6705, |
|
"eval_mar_medium": 0.4196, |
|
"eval_mar_small": 0.1422, |
|
"eval_runtime": 112.4497, |
|
"eval_samples_per_second": 20.48, |
|
"eval_steps_per_second": 2.561, |
|
"step": 82980 |
|
}, |
|
{ |
|
"epoch": 36.00867678958785, |
|
"grad_norm": 2367.160400390625, |
|
"learning_rate": 3.457075586757238e-05, |
|
"loss": 1.3097, |
|
"step": 83000 |
|
}, |
|
{ |
|
"epoch": 36.22559652928417, |
|
"grad_norm": 3832.09326171875, |
|
"learning_rate": 3.40326594982283e-05, |
|
"loss": 1.3186, |
|
"step": 83500 |
|
}, |
|
{ |
|
"epoch": 36.44251626898048, |
|
"grad_norm": 3979.951416015625, |
|
"learning_rate": 3.3495542557672235e-05, |
|
"loss": 1.3404, |
|
"step": 84000 |
|
}, |
|
{ |
|
"epoch": 36.65943600867679, |
|
"grad_norm": 4793.94384765625, |
|
"learning_rate": 3.2960554697101216e-05, |
|
"loss": 1.3213, |
|
"step": 84500 |
|
}, |
|
{ |
|
"epoch": 36.8763557483731, |
|
"grad_norm": 9881.50390625, |
|
"learning_rate": 3.2427764930110524e-05, |
|
"loss": 1.321, |
|
"step": 85000 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_loss": 1.2855924367904663, |
|
"eval_map": 0.2944, |
|
"eval_map_50": 0.5775, |
|
"eval_map_75": 0.2692, |
|
"eval_map_bus": 0.3374, |
|
"eval_map_car": 0.3199, |
|
"eval_map_container": 0.3341, |
|
"eval_map_large": 0.5649, |
|
"eval_map_medium": 0.2541, |
|
"eval_map_motorbike": 0.1863, |
|
"eval_map_small": 0.0338, |
|
"eval_mar_1": 0.1918, |
|
"eval_mar_10": 0.3885, |
|
"eval_mar_100": 0.4412, |
|
"eval_mar_100_bus": 0.5225, |
|
"eval_mar_100_car": 0.4421, |
|
"eval_mar_100_container": 0.4788, |
|
"eval_mar_100_motorbike": 0.3215, |
|
"eval_mar_large": 0.6679, |
|
"eval_mar_medium": 0.4186, |
|
"eval_mar_small": 0.1388, |
|
"eval_runtime": 112.777, |
|
"eval_samples_per_second": 20.421, |
|
"eval_steps_per_second": 2.554, |
|
"step": 85285 |
|
}, |
|
{ |
|
"epoch": 37.093275488069416, |
|
"grad_norm": 15542.7197265625, |
|
"learning_rate": 3.189724198674071e-05, |
|
"loss": 1.3171, |
|
"step": 85500 |
|
}, |
|
{ |
|
"epoch": 37.310195227765725, |
|
"grad_norm": 3698.43017578125, |
|
"learning_rate": 3.136905430461136e-05, |
|
"loss": 1.3104, |
|
"step": 86000 |
|
}, |
|
{ |
|
"epoch": 37.52711496746204, |
|
"grad_norm": 5524.0537109375, |
|
"learning_rate": 3.084327002009272e-05, |
|
"loss": 1.3068, |
|
"step": 86500 |
|
}, |
|
{ |
|
"epoch": 37.74403470715835, |
|
"grad_norm": 5400.333984375, |
|
"learning_rate": 3.031995695951594e-05, |
|
"loss": 1.3093, |
|
"step": 87000 |
|
}, |
|
{ |
|
"epoch": 37.960954446854664, |
|
"grad_norm": 11807.9365234375, |
|
"learning_rate": 2.9799182630423616e-05, |
|
"loss": 1.3085, |
|
"step": 87500 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_loss": 1.279981017112732, |
|
"eval_map": 0.2988, |
|
"eval_map_50": 0.5815, |
|
"eval_map_75": 0.2739, |
|
"eval_map_bus": 0.3469, |
|
"eval_map_car": 0.3222, |
|
"eval_map_container": 0.3386, |
|
"eval_map_large": 0.5778, |
|
"eval_map_medium": 0.259, |
|
"eval_map_motorbike": 0.1873, |
|
"eval_map_small": 0.0266, |
|
"eval_mar_1": 0.1945, |
|
"eval_mar_10": 0.3932, |
|
"eval_mar_100": 0.446, |
|
"eval_mar_100_bus": 0.536, |
|
"eval_mar_100_car": 0.4403, |
|
"eval_mar_100_container": 0.4869, |
|
"eval_mar_100_motorbike": 0.3207, |
|
"eval_mar_large": 0.6784, |
|
"eval_mar_medium": 0.4254, |
|
"eval_mar_small": 0.1346, |
|
"eval_runtime": 113.2741, |
|
"eval_samples_per_second": 20.331, |
|
"eval_steps_per_second": 2.543, |
|
"step": 87590 |
|
}, |
|
{ |
|
"epoch": 38.17787418655097, |
|
"grad_norm": 31377.580078125, |
|
"learning_rate": 2.9281014212861156e-05, |
|
"loss": 1.3009, |
|
"step": 88000 |
|
}, |
|
{ |
|
"epoch": 38.39479392624729, |
|
"grad_norm": 10812.712890625, |
|
"learning_rate": 2.876654683036693e-05, |
|
"loss": 1.3006, |
|
"step": 88500 |
|
}, |
|
{ |
|
"epoch": 38.611713665943604, |
|
"grad_norm": 6770.5703125, |
|
"learning_rate": 2.8253784878082468e-05, |
|
"loss": 1.3049, |
|
"step": 89000 |
|
}, |
|
{ |
|
"epoch": 38.82863340563991, |
|
"grad_norm": 3374.140625, |
|
"learning_rate": 2.7743828194103766e-05, |
|
"loss": 1.3096, |
|
"step": 89500 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_loss": 1.283420205116272, |
|
"eval_map": 0.2971, |
|
"eval_map_50": 0.582, |
|
"eval_map_75": 0.2753, |
|
"eval_map_bus": 0.3432, |
|
"eval_map_car": 0.3233, |
|
"eval_map_container": 0.3352, |
|
"eval_map_large": 0.5674, |
|
"eval_map_medium": 0.2568, |
|
"eval_map_motorbike": 0.1866, |
|
"eval_map_small": 0.0327, |
|
"eval_mar_1": 0.1923, |
|
"eval_mar_10": 0.3902, |
|
"eval_mar_100": 0.4413, |
|
"eval_mar_100_bus": 0.5224, |
|
"eval_mar_100_car": 0.4396, |
|
"eval_mar_100_container": 0.4819, |
|
"eval_mar_100_motorbike": 0.3212, |
|
"eval_mar_large": 0.6682, |
|
"eval_mar_medium": 0.4171, |
|
"eval_mar_small": 0.146, |
|
"eval_runtime": 113.4871, |
|
"eval_samples_per_second": 20.293, |
|
"eval_steps_per_second": 2.538, |
|
"step": 89895 |
|
}, |
|
{ |
|
"epoch": 39.04555314533623, |
|
"grad_norm": 8068.66796875, |
|
"learning_rate": 2.7237753825406963e-05, |
|
"loss": 1.3144, |
|
"step": 90000 |
|
}, |
|
{ |
|
"epoch": 39.26247288503254, |
|
"grad_norm": 3847.1201171875, |
|
"learning_rate": 2.67335987234038e-05, |
|
"loss": 1.309, |
|
"step": 90500 |
|
}, |
|
{ |
|
"epoch": 39.47939262472885, |
|
"grad_norm": 3865.5576171875, |
|
"learning_rate": 2.623244499417857e-05, |
|
"loss": 1.3038, |
|
"step": 91000 |
|
}, |
|
{ |
|
"epoch": 39.69631236442516, |
|
"grad_norm": 2421.161376953125, |
|
"learning_rate": 2.573435728671345e-05, |
|
"loss": 1.3103, |
|
"step": 91500 |
|
}, |
|
{ |
|
"epoch": 39.91323210412148, |
|
"grad_norm": 6669.9892578125, |
|
"learning_rate": 2.5239399854472795e-05, |
|
"loss": 1.3095, |
|
"step": 92000 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_loss": 1.2760100364685059, |
|
"eval_map": 0.3011, |
|
"eval_map_50": 0.583, |
|
"eval_map_75": 0.2793, |
|
"eval_map_bus": 0.3446, |
|
"eval_map_car": 0.3254, |
|
"eval_map_container": 0.3432, |
|
"eval_map_large": 0.5704, |
|
"eval_map_medium": 0.2606, |
|
"eval_map_motorbike": 0.1911, |
|
"eval_map_small": 0.0298, |
|
"eval_mar_1": 0.1948, |
|
"eval_mar_10": 0.3921, |
|
"eval_mar_100": 0.4461, |
|
"eval_mar_100_bus": 0.5202, |
|
"eval_mar_100_car": 0.4489, |
|
"eval_mar_100_container": 0.4897, |
|
"eval_mar_100_motorbike": 0.3254, |
|
"eval_mar_large": 0.6631, |
|
"eval_mar_medium": 0.424, |
|
"eval_mar_small": 0.1358, |
|
"eval_runtime": 114.2826, |
|
"eval_samples_per_second": 20.152, |
|
"eval_steps_per_second": 2.52, |
|
"step": 92200 |
|
}, |
|
{ |
|
"epoch": 40.130151843817785, |
|
"grad_norm": 10441.7392578125, |
|
"learning_rate": 2.4747636547114554e-05, |
|
"loss": 1.3029, |
|
"step": 92500 |
|
}, |
|
{ |
|
"epoch": 40.3470715835141, |
|
"grad_norm": 8002.83056640625, |
|
"learning_rate": 2.425913080225366e-05, |
|
"loss": 1.2935, |
|
"step": 93000 |
|
}, |
|
{ |
|
"epoch": 40.56399132321041, |
|
"grad_norm": 10335.00390625, |
|
"learning_rate": 2.3773945637278417e-05, |
|
"loss": 1.3025, |
|
"step": 93500 |
|
}, |
|
{ |
|
"epoch": 40.780911062906725, |
|
"grad_norm": 32124.755859375, |
|
"learning_rate": 2.3292143641221354e-05, |
|
"loss": 1.2973, |
|
"step": 94000 |
|
}, |
|
{ |
|
"epoch": 40.99783080260303, |
|
"grad_norm": 14672.322265625, |
|
"learning_rate": 2.2813786966685218e-05, |
|
"loss": 1.2922, |
|
"step": 94500 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_loss": 1.2656161785125732, |
|
"eval_map": 0.3032, |
|
"eval_map_50": 0.5874, |
|
"eval_map_75": 0.2819, |
|
"eval_map_bus": 0.3458, |
|
"eval_map_car": 0.3279, |
|
"eval_map_container": 0.346, |
|
"eval_map_large": 0.5716, |
|
"eval_map_medium": 0.264, |
|
"eval_map_motorbike": 0.1932, |
|
"eval_map_small": 0.0303, |
|
"eval_mar_1": 0.197, |
|
"eval_mar_10": 0.3954, |
|
"eval_mar_100": 0.4498, |
|
"eval_mar_100_bus": 0.5276, |
|
"eval_mar_100_car": 0.4491, |
|
"eval_mar_100_container": 0.4964, |
|
"eval_mar_100_motorbike": 0.3259, |
|
"eval_mar_large": 0.6702, |
|
"eval_mar_medium": 0.4287, |
|
"eval_mar_small": 0.1414, |
|
"eval_runtime": 113.4627, |
|
"eval_samples_per_second": 20.297, |
|
"eval_steps_per_second": 2.538, |
|
"step": 94505 |
|
}, |
|
{ |
|
"epoch": 41.21475054229935, |
|
"grad_norm": 8619.771484375, |
|
"learning_rate": 2.2339883480308453e-05, |
|
"loss": 1.2826, |
|
"step": 95000 |
|
}, |
|
{ |
|
"epoch": 41.431670281995665, |
|
"grad_norm": 12052.697265625, |
|
"learning_rate": 2.1868594923472446e-05, |
|
"loss": 1.3059, |
|
"step": 95500 |
|
}, |
|
{ |
|
"epoch": 41.64859002169197, |
|
"grad_norm": 5313.166015625, |
|
"learning_rate": 2.140093532637103e-05, |
|
"loss": 1.2943, |
|
"step": 96000 |
|
}, |
|
{ |
|
"epoch": 41.86550976138829, |
|
"grad_norm": 6886.1923828125, |
|
"learning_rate": 2.0936965017233235e-05, |
|
"loss": 1.2981, |
|
"step": 96500 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_loss": 1.27132248878479, |
|
"eval_map": 0.2998, |
|
"eval_map_50": 0.5854, |
|
"eval_map_75": 0.2756, |
|
"eval_map_bus": 0.3414, |
|
"eval_map_car": 0.3246, |
|
"eval_map_container": 0.342, |
|
"eval_map_large": 0.5711, |
|
"eval_map_medium": 0.2612, |
|
"eval_map_motorbike": 0.1911, |
|
"eval_map_small": 0.0303, |
|
"eval_mar_1": 0.1941, |
|
"eval_mar_10": 0.3916, |
|
"eval_mar_100": 0.4466, |
|
"eval_mar_100_bus": 0.5222, |
|
"eval_mar_100_car": 0.4467, |
|
"eval_mar_100_container": 0.4902, |
|
"eval_mar_100_motorbike": 0.3274, |
|
"eval_mar_large": 0.6682, |
|
"eval_mar_medium": 0.4239, |
|
"eval_mar_small": 0.164, |
|
"eval_runtime": 112.7103, |
|
"eval_samples_per_second": 20.433, |
|
"eval_steps_per_second": 2.555, |
|
"step": 96810 |
|
}, |
|
{ |
|
"epoch": 42.0824295010846, |
|
"grad_norm": 15306.6865234375, |
|
"learning_rate": 2.0476743848368773e-05, |
|
"loss": 1.2916, |
|
"step": 97000 |
|
}, |
|
{ |
|
"epoch": 42.29934924078091, |
|
"grad_norm": 12990.0068359375, |
|
"learning_rate": 2.0020331188447145e-05, |
|
"loss": 1.282, |
|
"step": 97500 |
|
}, |
|
{ |
|
"epoch": 42.51626898047722, |
|
"grad_norm": 16005.4462890625, |
|
"learning_rate": 1.956778591483908e-05, |
|
"loss": 1.2856, |
|
"step": 98000 |
|
}, |
|
{ |
|
"epoch": 42.73318872017354, |
|
"grad_norm": 25783.400390625, |
|
"learning_rate": 1.9119166406021284e-05, |
|
"loss": 1.2899, |
|
"step": 98500 |
|
}, |
|
{ |
|
"epoch": 42.950108459869845, |
|
"grad_norm": 11117.935546875, |
|
"learning_rate": 1.8675415791909563e-05, |
|
"loss": 1.2935, |
|
"step": 99000 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_loss": 1.2610080242156982, |
|
"eval_map": 0.3037, |
|
"eval_map_50": 0.5903, |
|
"eval_map_75": 0.2813, |
|
"eval_map_bus": 0.3471, |
|
"eval_map_car": 0.3275, |
|
"eval_map_container": 0.3447, |
|
"eval_map_large": 0.5758, |
|
"eval_map_medium": 0.2644, |
|
"eval_map_motorbike": 0.1955, |
|
"eval_map_small": 0.0348, |
|
"eval_mar_1": 0.1945, |
|
"eval_mar_10": 0.3989, |
|
"eval_mar_100": 0.4522, |
|
"eval_mar_100_bus": 0.5334, |
|
"eval_mar_100_car": 0.4481, |
|
"eval_mar_100_container": 0.4967, |
|
"eval_mar_100_motorbike": 0.3307, |
|
"eval_mar_large": 0.6741, |
|
"eval_mar_medium": 0.431, |
|
"eval_mar_small": 0.1547, |
|
"eval_runtime": 112.9931, |
|
"eval_samples_per_second": 20.382, |
|
"eval_steps_per_second": 2.549, |
|
"step": 99115 |
|
}, |
|
{ |
|
"epoch": 43.16702819956616, |
|
"grad_norm": 5978.50146484375, |
|
"learning_rate": 1.8235689911416127e-05, |
|
"loss": 1.2929, |
|
"step": 99500 |
|
}, |
|
{ |
|
"epoch": 43.38394793926247, |
|
"grad_norm": 10374.5068359375, |
|
"learning_rate": 1.7799176362471302e-05, |
|
"loss": 1.2917, |
|
"step": 100000 |
|
}, |
|
{ |
|
"epoch": 43.600867678958785, |
|
"grad_norm": 13522.9091796875, |
|
"learning_rate": 1.7366816729482123e-05, |
|
"loss": 1.296, |
|
"step": 100500 |
|
}, |
|
{ |
|
"epoch": 43.8177874186551, |
|
"grad_norm": 16869.978515625, |
|
"learning_rate": 1.693866678697154e-05, |
|
"loss": 1.2847, |
|
"step": 101000 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_loss": 1.2659156322479248, |
|
"eval_map": 0.3033, |
|
"eval_map_50": 0.5896, |
|
"eval_map_75": 0.2786, |
|
"eval_map_bus": 0.3481, |
|
"eval_map_car": 0.3254, |
|
"eval_map_container": 0.3454, |
|
"eval_map_large": 0.5694, |
|
"eval_map_medium": 0.2663, |
|
"eval_map_motorbike": 0.1945, |
|
"eval_map_small": 0.0268, |
|
"eval_mar_1": 0.1948, |
|
"eval_mar_10": 0.3953, |
|
"eval_mar_100": 0.4484, |
|
"eval_mar_100_bus": 0.5268, |
|
"eval_mar_100_car": 0.4491, |
|
"eval_mar_100_container": 0.4898, |
|
"eval_mar_100_motorbike": 0.3281, |
|
"eval_mar_large": 0.6741, |
|
"eval_mar_medium": 0.4272, |
|
"eval_mar_small": 0.1437, |
|
"eval_runtime": 113.4331, |
|
"eval_samples_per_second": 20.303, |
|
"eval_steps_per_second": 2.539, |
|
"step": 101420 |
|
}, |
|
{ |
|
"epoch": 44.03470715835141, |
|
"grad_norm": 8985.3876953125, |
|
"learning_rate": 1.651562524362303e-05, |
|
"loss": 1.2927, |
|
"step": 101500 |
|
}, |
|
{ |
|
"epoch": 44.251626898047725, |
|
"grad_norm": 7145.2099609375, |
|
"learning_rate": 1.6096051132899187e-05, |
|
"loss": 1.2957, |
|
"step": 102000 |
|
}, |
|
{ |
|
"epoch": 44.46854663774403, |
|
"grad_norm": 4585.701171875, |
|
"learning_rate": 1.568085064179898e-05, |
|
"loss": 1.2855, |
|
"step": 102500 |
|
}, |
|
{ |
|
"epoch": 44.68546637744035, |
|
"grad_norm": 3795.897216796875, |
|
"learning_rate": 1.5270077331310885e-05, |
|
"loss": 1.2888, |
|
"step": 103000 |
|
}, |
|
{ |
|
"epoch": 44.90238611713666, |
|
"grad_norm": 18655.283203125, |
|
"learning_rate": 1.4863784191315833e-05, |
|
"loss": 1.2921, |
|
"step": 103500 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_loss": 1.2572112083435059, |
|
"eval_map": 0.3062, |
|
"eval_map_50": 0.5916, |
|
"eval_map_75": 0.2824, |
|
"eval_map_bus": 0.3505, |
|
"eval_map_car": 0.3286, |
|
"eval_map_container": 0.3484, |
|
"eval_map_large": 0.5699, |
|
"eval_map_medium": 0.2681, |
|
"eval_map_motorbike": 0.1973, |
|
"eval_map_small": 0.0314, |
|
"eval_mar_1": 0.1955, |
|
"eval_mar_10": 0.397, |
|
"eval_mar_100": 0.4515, |
|
"eval_mar_100_bus": 0.5297, |
|
"eval_mar_100_car": 0.4495, |
|
"eval_mar_100_container": 0.4962, |
|
"eval_mar_100_motorbike": 0.3305, |
|
"eval_mar_large": 0.6712, |
|
"eval_mar_medium": 0.4311, |
|
"eval_mar_small": 0.1435, |
|
"eval_runtime": 113.3089, |
|
"eval_samples_per_second": 20.325, |
|
"eval_steps_per_second": 2.542, |
|
"step": 103725 |
|
}, |
|
{ |
|
"epoch": 45.11930585683297, |
|
"grad_norm": 6453.04833984375, |
|
"learning_rate": 1.4462822596803221e-05, |
|
"loss": 1.2838, |
|
"step": 104000 |
|
}, |
|
{ |
|
"epoch": 45.33622559652928, |
|
"grad_norm": 6873.46484375, |
|
"learning_rate": 1.4065637228751328e-05, |
|
"loss": 1.2863, |
|
"step": 104500 |
|
}, |
|
{ |
|
"epoch": 45.5531453362256, |
|
"grad_norm": 4747.73388671875, |
|
"learning_rate": 1.3673087404328727e-05, |
|
"loss": 1.2938, |
|
"step": 105000 |
|
}, |
|
{ |
|
"epoch": 45.770065075921906, |
|
"grad_norm": 7545.3359375, |
|
"learning_rate": 1.3285223762581107e-05, |
|
"loss": 1.2803, |
|
"step": 105500 |
|
}, |
|
{ |
|
"epoch": 45.98698481561822, |
|
"grad_norm": 11557.0927734375, |
|
"learning_rate": 1.290209633803514e-05, |
|
"loss": 1.2763, |
|
"step": 106000 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_loss": 1.256932020187378, |
|
"eval_map": 0.3055, |
|
"eval_map_50": 0.5917, |
|
"eval_map_75": 0.2824, |
|
"eval_map_bus": 0.3482, |
|
"eval_map_car": 0.3306, |
|
"eval_map_container": 0.3467, |
|
"eval_map_large": 0.5765, |
|
"eval_map_medium": 0.2678, |
|
"eval_map_motorbike": 0.1965, |
|
"eval_map_small": 0.0329, |
|
"eval_mar_1": 0.1953, |
|
"eval_mar_10": 0.3975, |
|
"eval_mar_100": 0.4506, |
|
"eval_mar_100_bus": 0.5298, |
|
"eval_mar_100_car": 0.4499, |
|
"eval_mar_100_container": 0.493, |
|
"eval_mar_100_motorbike": 0.3298, |
|
"eval_mar_large": 0.6723, |
|
"eval_mar_medium": 0.4301, |
|
"eval_mar_small": 0.144, |
|
"eval_runtime": 113.2333, |
|
"eval_samples_per_second": 20.339, |
|
"eval_steps_per_second": 2.543, |
|
"step": 106030 |
|
}, |
|
{ |
|
"epoch": 46.20390455531454, |
|
"grad_norm": 28058.578125, |
|
"learning_rate": 1.2523754554244121e-05, |
|
"loss": 1.2831, |
|
"step": 106500 |
|
}, |
|
{ |
|
"epoch": 46.420824295010846, |
|
"grad_norm": 26312.306640625, |
|
"learning_rate": 1.2150247217412186e-05, |
|
"loss": 1.2796, |
|
"step": 107000 |
|
}, |
|
{ |
|
"epoch": 46.63774403470716, |
|
"grad_norm": 20001.359375, |
|
"learning_rate": 1.1781622510098372e-05, |
|
"loss": 1.2823, |
|
"step": 107500 |
|
}, |
|
{ |
|
"epoch": 46.85466377440347, |
|
"grad_norm": 30923.48046875, |
|
"learning_rate": 1.1418650422438832e-05, |
|
"loss": 1.2791, |
|
"step": 108000 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_loss": 1.2564352750778198, |
|
"eval_map": 0.3049, |
|
"eval_map_50": 0.593, |
|
"eval_map_75": 0.2806, |
|
"eval_map_bus": 0.3465, |
|
"eval_map_car": 0.3318, |
|
"eval_map_container": 0.3458, |
|
"eval_map_large": 0.5726, |
|
"eval_map_medium": 0.2679, |
|
"eval_map_motorbike": 0.1953, |
|
"eval_map_small": 0.0322, |
|
"eval_mar_1": 0.1956, |
|
"eval_mar_10": 0.3959, |
|
"eval_mar_100": 0.4482, |
|
"eval_mar_100_bus": 0.5209, |
|
"eval_mar_100_car": 0.4511, |
|
"eval_mar_100_container": 0.4908, |
|
"eval_mar_100_motorbike": 0.33, |
|
"eval_mar_large": 0.6679, |
|
"eval_mar_medium": 0.4258, |
|
"eval_mar_small": 0.1452, |
|
"eval_runtime": 113.1112, |
|
"eval_samples_per_second": 20.36, |
|
"eval_steps_per_second": 2.546, |
|
"step": 108335 |
|
}, |
|
{ |
|
"epoch": 47.071583514099785, |
|
"grad_norm": 12088.6435546875, |
|
"learning_rate": 1.106063545260258e-05, |
|
"loss": 1.2778, |
|
"step": 108500 |
|
}, |
|
{ |
|
"epoch": 47.288503253796094, |
|
"grad_norm": 15733.0224609375, |
|
"learning_rate": 1.0706921215184502e-05, |
|
"loss": 1.2828, |
|
"step": 109000 |
|
}, |
|
{ |
|
"epoch": 47.50542299349241, |
|
"grad_norm": 12590.6767578125, |
|
"learning_rate": 1.0358275796773904e-05, |
|
"loss": 1.2794, |
|
"step": 109500 |
|
}, |
|
{ |
|
"epoch": 47.72234273318872, |
|
"grad_norm": 10663.71484375, |
|
"learning_rate": 1.001474417273483e-05, |
|
"loss": 1.2814, |
|
"step": 110000 |
|
}, |
|
{ |
|
"epoch": 47.939262472885034, |
|
"grad_norm": 16210.3134765625, |
|
"learning_rate": 9.676370658750372e-06, |
|
"loss": 1.2792, |
|
"step": 110500 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_loss": 1.2534351348876953, |
|
"eval_map": 0.3065, |
|
"eval_map_50": 0.5926, |
|
"eval_map_75": 0.2831, |
|
"eval_map_bus": 0.3493, |
|
"eval_map_car": 0.335, |
|
"eval_map_container": 0.3455, |
|
"eval_map_large": 0.5738, |
|
"eval_map_medium": 0.2681, |
|
"eval_map_motorbike": 0.1961, |
|
"eval_map_small": 0.0297, |
|
"eval_mar_1": 0.196, |
|
"eval_mar_10": 0.3991, |
|
"eval_mar_100": 0.4509, |
|
"eval_mar_100_bus": 0.5296, |
|
"eval_mar_100_car": 0.453, |
|
"eval_mar_100_container": 0.4924, |
|
"eval_mar_100_motorbike": 0.3286, |
|
"eval_mar_large": 0.6753, |
|
"eval_mar_medium": 0.4311, |
|
"eval_mar_small": 0.1507, |
|
"eval_runtime": 112.0353, |
|
"eval_samples_per_second": 20.556, |
|
"eval_steps_per_second": 2.571, |
|
"step": 110640 |
|
}, |
|
{ |
|
"epoch": 48.15618221258134, |
|
"grad_norm": 6229.44921875, |
|
"learning_rate": 9.343860028577056e-06, |
|
"loss": 1.2906, |
|
"step": 111000 |
|
}, |
|
{ |
|
"epoch": 48.37310195227766, |
|
"grad_norm": 5420.70849609375, |
|
"learning_rate": 9.015922482605332e-06, |
|
"loss": 1.2666, |
|
"step": 111500 |
|
}, |
|
{ |
|
"epoch": 48.590021691973966, |
|
"grad_norm": 3634.189697265625, |
|
"learning_rate": 8.693271894987293e-06, |
|
"loss": 1.2808, |
|
"step": 112000 |
|
}, |
|
{ |
|
"epoch": 48.80694143167028, |
|
"grad_norm": 6041.09619140625, |
|
"learning_rate": 8.375949887746026e-06, |
|
"loss": 1.2819, |
|
"step": 112500 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_loss": 1.254146695137024, |
|
"eval_map": 0.3053, |
|
"eval_map_50": 0.5921, |
|
"eval_map_75": 0.2825, |
|
"eval_map_bus": 0.3477, |
|
"eval_map_car": 0.3319, |
|
"eval_map_container": 0.3467, |
|
"eval_map_large": 0.5698, |
|
"eval_map_medium": 0.267, |
|
"eval_map_motorbike": 0.1949, |
|
"eval_map_small": 0.0279, |
|
"eval_mar_1": 0.1953, |
|
"eval_mar_10": 0.3973, |
|
"eval_mar_100": 0.4501, |
|
"eval_mar_100_bus": 0.5252, |
|
"eval_mar_100_car": 0.4526, |
|
"eval_mar_100_container": 0.4931, |
|
"eval_mar_100_motorbike": 0.3292, |
|
"eval_mar_large": 0.6678, |
|
"eval_mar_medium": 0.429, |
|
"eval_mar_small": 0.1504, |
|
"eval_runtime": 112.0266, |
|
"eval_samples_per_second": 20.558, |
|
"eval_steps_per_second": 2.571, |
|
"step": 112945 |
|
}, |
|
{ |
|
"epoch": 49.0238611713666, |
|
"grad_norm": 20567.572265625, |
|
"learning_rate": 8.06399739551611e-06, |
|
"loss": 1.2793, |
|
"step": 113000 |
|
}, |
|
{ |
|
"epoch": 49.240780911062906, |
|
"grad_norm": 4496.19921875, |
|
"learning_rate": 7.758062320395703e-06, |
|
"loss": 1.2768, |
|
"step": 113500 |
|
}, |
|
{ |
|
"epoch": 49.45770065075922, |
|
"grad_norm": 4267.62255859375, |
|
"learning_rate": 7.456957948623988e-06, |
|
"loss": 1.2722, |
|
"step": 114000 |
|
}, |
|
{ |
|
"epoch": 49.67462039045553, |
|
"grad_norm": 6082.02978515625, |
|
"learning_rate": 7.161341642100794e-06, |
|
"loss": 1.2764, |
|
"step": 114500 |
|
}, |
|
{ |
|
"epoch": 49.891540130151846, |
|
"grad_norm": 12462.046875, |
|
"learning_rate": 6.87125153541876e-06, |
|
"loss": 1.2875, |
|
"step": 115000 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_loss": 1.2500559091567993, |
|
"eval_map": 0.3077, |
|
"eval_map_50": 0.5945, |
|
"eval_map_75": 0.2867, |
|
"eval_map_bus": 0.353, |
|
"eval_map_car": 0.335, |
|
"eval_map_container": 0.3467, |
|
"eval_map_large": 0.5778, |
|
"eval_map_medium": 0.2708, |
|
"eval_map_motorbike": 0.196, |
|
"eval_map_small": 0.0295, |
|
"eval_mar_1": 0.197, |
|
"eval_mar_10": 0.3999, |
|
"eval_mar_100": 0.4529, |
|
"eval_mar_100_bus": 0.5313, |
|
"eval_mar_100_car": 0.4548, |
|
"eval_mar_100_container": 0.495, |
|
"eval_mar_100_motorbike": 0.3303, |
|
"eval_mar_large": 0.6791, |
|
"eval_mar_medium": 0.4327, |
|
"eval_mar_small": 0.156, |
|
"eval_runtime": 112.3685, |
|
"eval_samples_per_second": 20.495, |
|
"eval_steps_per_second": 2.563, |
|
"step": 115250 |
|
}, |
|
{ |
|
"epoch": 50.108459869848154, |
|
"grad_norm": 9009.076171875, |
|
"learning_rate": 6.586725050289078e-06, |
|
"loss": 1.2823, |
|
"step": 115500 |
|
}, |
|
{ |
|
"epoch": 50.32537960954447, |
|
"grad_norm": 29458.884765625, |
|
"learning_rate": 6.307798890714117e-06, |
|
"loss": 1.2757, |
|
"step": 116000 |
|
}, |
|
{ |
|
"epoch": 50.54229934924078, |
|
"grad_norm": 12566.5400390625, |
|
"learning_rate": 6.035049969368911e-06, |
|
"loss": 1.2777, |
|
"step": 116500 |
|
}, |
|
{ |
|
"epoch": 50.759219088937094, |
|
"grad_norm": 13344.3671875, |
|
"learning_rate": 5.767420300672449e-06, |
|
"loss": 1.2738, |
|
"step": 117000 |
|
}, |
|
{ |
|
"epoch": 50.9761388286334, |
|
"grad_norm": 7834.20703125, |
|
"learning_rate": 5.505496648090353e-06, |
|
"loss": 1.2744, |
|
"step": 117500 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_loss": 1.2519479990005493, |
|
"eval_map": 0.3055, |
|
"eval_map_50": 0.5938, |
|
"eval_map_75": 0.2859, |
|
"eval_map_bus": 0.3491, |
|
"eval_map_car": 0.3304, |
|
"eval_map_container": 0.3461, |
|
"eval_map_large": 0.5779, |
|
"eval_map_medium": 0.2683, |
|
"eval_map_motorbike": 0.1965, |
|
"eval_map_small": 0.0293, |
|
"eval_mar_1": 0.1954, |
|
"eval_mar_10": 0.3983, |
|
"eval_mar_100": 0.4515, |
|
"eval_mar_100_bus": 0.5298, |
|
"eval_mar_100_car": 0.4514, |
|
"eval_mar_100_container": 0.4927, |
|
"eval_mar_100_motorbike": 0.3323, |
|
"eval_mar_large": 0.6792, |
|
"eval_mar_medium": 0.4307, |
|
"eval_mar_small": 0.1574, |
|
"eval_runtime": 111.7092, |
|
"eval_samples_per_second": 20.616, |
|
"eval_steps_per_second": 2.578, |
|
"step": 117555 |
|
}, |
|
{ |
|
"epoch": 51.19305856832972, |
|
"grad_norm": 5508.74267578125, |
|
"learning_rate": 5.2493127998527795e-06, |
|
"loss": 1.2873, |
|
"step": 118000 |
|
}, |
|
{ |
|
"epoch": 51.409978308026034, |
|
"grad_norm": 16584.37109375, |
|
"learning_rate": 4.999396842843879e-06, |
|
"loss": 1.2651, |
|
"step": 118500 |
|
}, |
|
{ |
|
"epoch": 51.62689804772234, |
|
"grad_norm": 4211.126953125, |
|
"learning_rate": 4.754779359924699e-06, |
|
"loss": 1.2731, |
|
"step": 119000 |
|
}, |
|
{ |
|
"epoch": 51.84381778741866, |
|
"grad_norm": 13401.8759765625, |
|
"learning_rate": 4.5159985241065015e-06, |
|
"loss": 1.2703, |
|
"step": 119500 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_loss": 1.2507617473602295, |
|
"eval_map": 0.3076, |
|
"eval_map_50": 0.5957, |
|
"eval_map_75": 0.2871, |
|
"eval_map_bus": 0.3493, |
|
"eval_map_car": 0.3356, |
|
"eval_map_container": 0.3485, |
|
"eval_map_large": 0.5757, |
|
"eval_map_medium": 0.2705, |
|
"eval_map_motorbike": 0.1971, |
|
"eval_map_small": 0.0292, |
|
"eval_mar_1": 0.1964, |
|
"eval_mar_10": 0.4, |
|
"eval_mar_100": 0.4531, |
|
"eval_mar_100_bus": 0.5316, |
|
"eval_mar_100_car": 0.4556, |
|
"eval_mar_100_container": 0.4943, |
|
"eval_mar_100_motorbike": 0.3309, |
|
"eval_mar_large": 0.6751, |
|
"eval_mar_medium": 0.4329, |
|
"eval_mar_small": 0.1567, |
|
"eval_runtime": 114.4351, |
|
"eval_samples_per_second": 20.125, |
|
"eval_steps_per_second": 2.517, |
|
"step": 119860 |
|
}, |
|
{ |
|
"epoch": 52.060737527114966, |
|
"grad_norm": 4337.31201171875, |
|
"learning_rate": 4.28308513818908e-06, |
|
"loss": 1.2848, |
|
"step": 120000 |
|
}, |
|
{ |
|
"epoch": 52.27765726681128, |
|
"grad_norm": 33795.9140625, |
|
"learning_rate": 4.056069248069421e-06, |
|
"loss": 1.2738, |
|
"step": 120500 |
|
}, |
|
{ |
|
"epoch": 52.49457700650759, |
|
"grad_norm": 7602.009765625, |
|
"learning_rate": 3.835416383072454e-06, |
|
"loss": 1.2754, |
|
"step": 121000 |
|
}, |
|
{ |
|
"epoch": 52.711496746203906, |
|
"grad_norm": 6129.99755859375, |
|
"learning_rate": 3.6202706367901073e-06, |
|
"loss": 1.2683, |
|
"step": 121500 |
|
}, |
|
{ |
|
"epoch": 52.928416485900215, |
|
"grad_norm": 5628.37939453125, |
|
"learning_rate": 3.411107889576004e-06, |
|
"loss": 1.2697, |
|
"step": 122000 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_loss": 1.2477965354919434, |
|
"eval_map": 0.3089, |
|
"eval_map_50": 0.5969, |
|
"eval_map_75": 0.2891, |
|
"eval_map_bus": 0.3545, |
|
"eval_map_car": 0.3364, |
|
"eval_map_container": 0.3478, |
|
"eval_map_large": 0.5734, |
|
"eval_map_medium": 0.2729, |
|
"eval_map_motorbike": 0.1971, |
|
"eval_map_small": 0.0292, |
|
"eval_mar_1": 0.1982, |
|
"eval_mar_10": 0.4002, |
|
"eval_mar_100": 0.4545, |
|
"eval_mar_100_bus": 0.5327, |
|
"eval_mar_100_car": 0.4586, |
|
"eval_mar_100_container": 0.4959, |
|
"eval_mar_100_motorbike": 0.3309, |
|
"eval_mar_large": 0.6754, |
|
"eval_mar_medium": 0.4349, |
|
"eval_mar_small": 0.1496, |
|
"eval_runtime": 113.1517, |
|
"eval_samples_per_second": 20.353, |
|
"eval_steps_per_second": 2.545, |
|
"step": 122165 |
|
}, |
|
{ |
|
"epoch": 53.14533622559653, |
|
"grad_norm": 7682.4912109375, |
|
"learning_rate": 3.207955123487577e-06, |
|
"loss": 1.2729, |
|
"step": 122500 |
|
}, |
|
{ |
|
"epoch": 53.36225596529284, |
|
"grad_norm": 16330.740234375, |
|
"learning_rate": 3.010838545292888e-06, |
|
"loss": 1.2656, |
|
"step": 123000 |
|
}, |
|
{ |
|
"epoch": 53.579175704989154, |
|
"grad_norm": 10252.83203125, |
|
"learning_rate": 2.8201596270095608e-06, |
|
"loss": 1.2726, |
|
"step": 123500 |
|
}, |
|
{ |
|
"epoch": 53.79609544468546, |
|
"grad_norm": 9575.732421875, |
|
"learning_rate": 2.635178730346277e-06, |
|
"loss": 1.268, |
|
"step": 124000 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_loss": 1.2473701238632202, |
|
"eval_map": 0.3087, |
|
"eval_map_50": 0.598, |
|
"eval_map_75": 0.2878, |
|
"eval_map_bus": 0.3532, |
|
"eval_map_car": 0.3345, |
|
"eval_map_container": 0.3464, |
|
"eval_map_large": 0.5743, |
|
"eval_map_medium": 0.2726, |
|
"eval_map_motorbike": 0.2006, |
|
"eval_map_small": 0.0289, |
|
"eval_mar_1": 0.1978, |
|
"eval_mar_10": 0.4014, |
|
"eval_mar_100": 0.455, |
|
"eval_mar_100_bus": 0.5352, |
|
"eval_mar_100_car": 0.4574, |
|
"eval_mar_100_container": 0.494, |
|
"eval_mar_100_motorbike": 0.3333, |
|
"eval_mar_large": 0.6771, |
|
"eval_mar_medium": 0.4354, |
|
"eval_mar_small": 0.1567, |
|
"eval_runtime": 112.6797, |
|
"eval_samples_per_second": 20.438, |
|
"eval_steps_per_second": 2.556, |
|
"step": 124470 |
|
}, |
|
{ |
|
"epoch": 54.01301518438178, |
|
"grad_norm": 3493.781005859375, |
|
"learning_rate": 2.4566595382205683e-06, |
|
"loss": 1.2844, |
|
"step": 124500 |
|
}, |
|
{ |
|
"epoch": 54.229934924078094, |
|
"grad_norm": 1795.1060791015625, |
|
"learning_rate": 2.2839095795851752e-06, |
|
"loss": 1.2625, |
|
"step": 125000 |
|
}, |
|
{ |
|
"epoch": 54.4468546637744, |
|
"grad_norm": 4786.23046875, |
|
"learning_rate": 2.117315010997223e-06, |
|
"loss": 1.2669, |
|
"step": 125500 |
|
}, |
|
{ |
|
"epoch": 54.66377440347072, |
|
"grad_norm": 4156.8173828125, |
|
"learning_rate": 1.956897323206286e-06, |
|
"loss": 1.278, |
|
"step": 126000 |
|
}, |
|
{ |
|
"epoch": 54.88069414316703, |
|
"grad_norm": 3802.805908203125, |
|
"learning_rate": 1.8026772101424282e-06, |
|
"loss": 1.2765, |
|
"step": 126500 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_loss": 1.2465760707855225, |
|
"eval_map": 0.3091, |
|
"eval_map_50": 0.5973, |
|
"eval_map_75": 0.2896, |
|
"eval_map_bus": 0.3544, |
|
"eval_map_car": 0.3361, |
|
"eval_map_container": 0.3469, |
|
"eval_map_large": 0.5784, |
|
"eval_map_medium": 0.2729, |
|
"eval_map_motorbike": 0.1991, |
|
"eval_map_small": 0.0301, |
|
"eval_mar_1": 0.1975, |
|
"eval_mar_10": 0.4006, |
|
"eval_mar_100": 0.4543, |
|
"eval_mar_100_bus": 0.5321, |
|
"eval_mar_100_car": 0.4577, |
|
"eval_mar_100_container": 0.4944, |
|
"eval_mar_100_motorbike": 0.3329, |
|
"eval_mar_large": 0.6781, |
|
"eval_mar_medium": 0.4341, |
|
"eval_mar_small": 0.1526, |
|
"eval_runtime": 112.2244, |
|
"eval_samples_per_second": 20.521, |
|
"eval_steps_per_second": 2.566, |
|
"step": 126775 |
|
}, |
|
{ |
|
"epoch": 55.09761388286334, |
|
"grad_norm": 3534.703857421875, |
|
"learning_rate": 1.6546745662467334e-06, |
|
"loss": 1.2739, |
|
"step": 127000 |
|
}, |
|
{ |
|
"epoch": 55.31453362255965, |
|
"grad_norm": 18442.876953125, |
|
"learning_rate": 1.5129084839048678e-06, |
|
"loss": 1.26, |
|
"step": 127500 |
|
}, |
|
{ |
|
"epoch": 55.53145336225597, |
|
"grad_norm": 4240.77734375, |
|
"learning_rate": 1.377397250984197e-06, |
|
"loss": 1.2687, |
|
"step": 128000 |
|
}, |
|
{ |
|
"epoch": 55.748373101952275, |
|
"grad_norm": 14645.23828125, |
|
"learning_rate": 1.2481583484746096e-06, |
|
"loss": 1.277, |
|
"step": 128500 |
|
}, |
|
{ |
|
"epoch": 55.96529284164859, |
|
"grad_norm": 5692.22412109375, |
|
"learning_rate": 1.1254480609324047e-06, |
|
"loss": 1.2748, |
|
"step": 129000 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_loss": 1.2461469173431396, |
|
"eval_map": 0.3087, |
|
"eval_map_50": 0.5979, |
|
"eval_map_75": 0.2883, |
|
"eval_map_bus": 0.3522, |
|
"eval_map_car": 0.3356, |
|
"eval_map_container": 0.3476, |
|
"eval_map_large": 0.5786, |
|
"eval_map_medium": 0.2726, |
|
"eval_map_motorbike": 0.1995, |
|
"eval_map_small": 0.0304, |
|
"eval_mar_1": 0.1977, |
|
"eval_mar_10": 0.4015, |
|
"eval_mar_100": 0.4548, |
|
"eval_mar_100_bus": 0.5339, |
|
"eval_mar_100_car": 0.4574, |
|
"eval_mar_100_container": 0.4949, |
|
"eval_mar_100_motorbike": 0.3333, |
|
"eval_mar_large": 0.6773, |
|
"eval_mar_medium": 0.435, |
|
"eval_mar_small": 0.1549, |
|
"eval_runtime": 111.9985, |
|
"eval_samples_per_second": 20.563, |
|
"eval_steps_per_second": 2.571, |
|
"step": 129080 |
|
}, |
|
{ |
|
"epoch": 56.1822125813449, |
|
"grad_norm": 9871.357421875, |
|
"learning_rate": 1.00879039851966e-06, |
|
"loss": 1.2784, |
|
"step": 129500 |
|
}, |
|
{ |
|
"epoch": 56.399132321041215, |
|
"grad_norm": 8908.7138671875, |
|
"learning_rate": 8.984526169130813e-07, |
|
"loss": 1.2704, |
|
"step": 130000 |
|
}, |
|
{ |
|
"epoch": 56.61605206073753, |
|
"grad_norm": 16491.7421875, |
|
"learning_rate": 7.944489497197504e-07, |
|
"loss": 1.2697, |
|
"step": 130500 |
|
}, |
|
{ |
|
"epoch": 56.83297180043384, |
|
"grad_norm": 17585.138671875, |
|
"learning_rate": 6.96792813444086e-07, |
|
"loss": 1.2771, |
|
"step": 131000 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_loss": 1.2453677654266357, |
|
"eval_map": 0.3097, |
|
"eval_map_50": 0.5975, |
|
"eval_map_75": 0.2886, |
|
"eval_map_bus": 0.3528, |
|
"eval_map_car": 0.3358, |
|
"eval_map_container": 0.3499, |
|
"eval_map_large": 0.5833, |
|
"eval_map_medium": 0.2729, |
|
"eval_map_motorbike": 0.2002, |
|
"eval_map_small": 0.0303, |
|
"eval_mar_1": 0.1977, |
|
"eval_mar_10": 0.4019, |
|
"eval_mar_100": 0.4556, |
|
"eval_mar_100_bus": 0.5347, |
|
"eval_mar_100_car": 0.4576, |
|
"eval_mar_100_container": 0.4966, |
|
"eval_mar_100_motorbike": 0.3336, |
|
"eval_mar_large": 0.681, |
|
"eval_mar_medium": 0.4356, |
|
"eval_mar_small": 0.1552, |
|
"eval_runtime": 113.6347, |
|
"eval_samples_per_second": 20.267, |
|
"eval_steps_per_second": 2.534, |
|
"step": 131385 |
|
}, |
|
{ |
|
"epoch": 57.049891540130155, |
|
"grad_norm": 7976.953125, |
|
"learning_rate": 6.056730423994517e-07, |
|
"loss": 1.2756, |
|
"step": 131500 |
|
}, |
|
{ |
|
"epoch": 57.26681127982646, |
|
"grad_norm": 6270.3828125, |
|
"learning_rate": 5.207361854945081e-07, |
|
"loss": 1.2654, |
|
"step": 132000 |
|
}, |
|
{ |
|
"epoch": 57.48373101952278, |
|
"grad_norm": 3344.49169921875, |
|
"learning_rate": 4.421821685363259e-07, |
|
"loss": 1.2664, |
|
"step": 132500 |
|
}, |
|
{ |
|
"epoch": 57.70065075921909, |
|
"grad_norm": 6102.4150390625, |
|
"learning_rate": 3.700211250167618e-07, |
|
"loss": 1.2718, |
|
"step": 133000 |
|
}, |
|
{ |
|
"epoch": 57.9175704989154, |
|
"grad_norm": 21649.18359375, |
|
"learning_rate": 3.042623637321884e-07, |
|
"loss": 1.2787, |
|
"step": 133500 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_loss": 1.245548963546753, |
|
"eval_map": 0.3095, |
|
"eval_map_50": 0.5973, |
|
"eval_map_75": 0.2894, |
|
"eval_map_bus": 0.3521, |
|
"eval_map_car": 0.3362, |
|
"eval_map_container": 0.3485, |
|
"eval_map_large": 0.5805, |
|
"eval_map_medium": 0.2738, |
|
"eval_map_motorbike": 0.2011, |
|
"eval_map_small": 0.0297, |
|
"eval_mar_1": 0.1975, |
|
"eval_mar_10": 0.4017, |
|
"eval_mar_100": 0.4557, |
|
"eval_mar_100_bus": 0.5339, |
|
"eval_mar_100_car": 0.4585, |
|
"eval_mar_100_container": 0.4966, |
|
"eval_mar_100_motorbike": 0.3337, |
|
"eval_mar_large": 0.6781, |
|
"eval_mar_medium": 0.4362, |
|
"eval_mar_small": 0.1576, |
|
"eval_runtime": 113.2818, |
|
"eval_samples_per_second": 20.33, |
|
"eval_steps_per_second": 2.542, |
|
"step": 133690 |
|
}, |
|
{ |
|
"epoch": 58.13449023861171, |
|
"grad_norm": 29022.6796875, |
|
"learning_rate": 2.449143675826382e-07, |
|
"loss": 1.2724, |
|
"step": 134000 |
|
}, |
|
{ |
|
"epoch": 58.35140997830803, |
|
"grad_norm": 20785.9453125, |
|
"learning_rate": 1.9198479247749534e-07, |
|
"loss": 1.2716, |
|
"step": 134500 |
|
}, |
|
{ |
|
"epoch": 58.568329718004335, |
|
"grad_norm": 17548.994140625, |
|
"learning_rate": 1.4556705847620922e-07, |
|
"loss": 1.2606, |
|
"step": 135000 |
|
}, |
|
{ |
|
"epoch": 58.78524945770065, |
|
"grad_norm": 3488.3994140625, |
|
"learning_rate": 1.0548111246240777e-07, |
|
"loss": 1.2801, |
|
"step": 135500 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_loss": 1.2446414232254028, |
|
"eval_map": 0.3092, |
|
"eval_map_50": 0.5975, |
|
"eval_map_75": 0.2889, |
|
"eval_map_bus": 0.3524, |
|
"eval_map_car": 0.3355, |
|
"eval_map_container": 0.3491, |
|
"eval_map_large": 0.5825, |
|
"eval_map_medium": 0.2724, |
|
"eval_map_motorbike": 0.1997, |
|
"eval_map_small": 0.0299, |
|
"eval_mar_1": 0.1976, |
|
"eval_mar_10": 0.4018, |
|
"eval_mar_100": 0.4561, |
|
"eval_mar_100_bus": 0.5351, |
|
"eval_mar_100_car": 0.4578, |
|
"eval_mar_100_container": 0.4975, |
|
"eval_mar_100_motorbike": 0.3341, |
|
"eval_mar_large": 0.6803, |
|
"eval_mar_medium": 0.4361, |
|
"eval_mar_small": 0.1593, |
|
"eval_runtime": 113.5853, |
|
"eval_samples_per_second": 20.276, |
|
"eval_steps_per_second": 2.536, |
|
"step": 135995 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 138300, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 60, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.111565028902484e+20, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|