diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,3730 @@ +{ + "best_metric": 0.1981, + "best_model_checkpoint": "jozhang97-deta-resnet-50-finetuned-10k-cppe5-auto-pad/checkpoint-10437", + "epoch": 99.53051643192488, + "eval_steps": 500, + "global_step": 10600, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.9953051643192489, + "grad_norm": 2.3034732341766357, + "learning_rate": 4.953301886792453e-05, + "loss": 14.191, + "step": 106 + }, + { + "epoch": 0.9953051643192489, + "eval_loss": 2.8490700721740723, + "eval_map": 0.0012, + "eval_map_50": 0.0095, + "eval_map_75": 0.0, + "eval_map_Coverall": 0.006, + "eval_map_Face_Shield": 0.0, + "eval_map_Gloves": 0.0, + "eval_map_Goggles": 0.0, + "eval_map_Mask": 0.0, + "eval_map_large": 0.0013, + "eval_map_medium": 0.0, + "eval_map_small": 0.0, + "eval_mar_1": 0.0034, + "eval_mar_10": 0.0114, + "eval_mar_100": 0.0235, + "eval_mar_100_Coverall": 0.1095, + "eval_mar_100_Face_Shield": 0.0, + "eval_mar_100_Gloves": 0.004, + "eval_mar_100_Goggles": 0.0, + "eval_mar_100_Mask": 0.004, + "eval_mar_large": 0.0292, + "eval_mar_medium": 0.0023, + "eval_mar_small": 0.0, + "eval_runtime": 21.194, + "eval_samples_per_second": 7.077, + "eval_steps_per_second": 0.896, + "step": 106 + }, + { + "epoch": 2.0, + "grad_norm": 3.859299421310425, + "learning_rate": 4.902830188679245e-05, + "loss": 2.9554, + "step": 213 + }, + { + "epoch": 2.0, + "eval_loss": 2.64408278465271, + "eval_map": 0.013, + "eval_map_50": 0.0555, + "eval_map_75": 0.0026, + "eval_map_Coverall": 0.0618, + "eval_map_Face_Shield": 0.0003, + "eval_map_Gloves": 0.0, + "eval_map_Goggles": 0.0001, + "eval_map_Mask": 0.0027, + "eval_map_large": 0.0148, + "eval_map_medium": 0.0005, + "eval_map_small": 0.0, + "eval_mar_1": 0.0191, + "eval_mar_10": 0.0414, + "eval_mar_100": 0.0452, + "eval_mar_100_Coverall": 0.1712, + "eval_mar_100_Face_Shield": 0.019, + "eval_mar_100_Gloves": 0.0049, + "eval_mar_100_Goggles": 0.0169, + "eval_mar_100_Mask": 0.0142, + "eval_mar_large": 0.0986, + "eval_mar_medium": 0.0015, + "eval_mar_small": 0.0, + "eval_runtime": 20.9983, + "eval_samples_per_second": 7.143, + "eval_steps_per_second": 0.905, + "step": 213 + }, + { + "epoch": 2.995305164319249, + "grad_norm": 7.566446304321289, + "learning_rate": 4.8528301886792454e-05, + "loss": 2.8398, + "step": 319 + }, + { + "epoch": 2.995305164319249, + "eval_loss": 2.8661746978759766, + "eval_map": 0.011, + "eval_map_50": 0.0408, + "eval_map_75": 0.003, + "eval_map_Coverall": 0.053, + "eval_map_Face_Shield": 0.0002, + "eval_map_Gloves": 0.0001, + "eval_map_Goggles": 0.001, + "eval_map_Mask": 0.0007, + "eval_map_large": 0.0138, + "eval_map_medium": 0.0, + "eval_map_small": 0.0, + "eval_mar_1": 0.0185, + "eval_mar_10": 0.0367, + "eval_mar_100": 0.0418, + "eval_mar_100_Coverall": 0.1523, + "eval_mar_100_Face_Shield": 0.0266, + "eval_mar_100_Gloves": 0.0085, + "eval_mar_100_Goggles": 0.0108, + "eval_mar_100_Mask": 0.0111, + "eval_mar_large": 0.0988, + "eval_mar_medium": 0.0007, + "eval_mar_small": 0.0, + "eval_runtime": 20.7092, + "eval_samples_per_second": 7.243, + "eval_steps_per_second": 0.917, + "step": 319 + }, + { + "epoch": 4.0, + "grad_norm": 8.422945022583008, + "learning_rate": 4.802358490566038e-05, + "loss": 2.8635, + "step": 426 + }, + { + "epoch": 4.0, + "eval_loss": 2.669168472290039, + "eval_map": 0.022, + "eval_map_50": 0.06, + "eval_map_75": 0.0122, + "eval_map_Coverall": 0.1073, + "eval_map_Face_Shield": 0.0007, + "eval_map_Gloves": 0.0006, + "eval_map_Goggles": 0.0003, + "eval_map_Mask": 0.0013, + "eval_map_large": 0.0263, + "eval_map_medium": 0.0003, + "eval_map_small": 0.0, + "eval_mar_1": 0.0286, + "eval_mar_10": 0.0607, + "eval_mar_100": 0.0686, + "eval_mar_100_Coverall": 0.2041, + "eval_mar_100_Face_Shield": 0.0494, + "eval_mar_100_Gloves": 0.0188, + "eval_mar_100_Goggles": 0.0523, + "eval_mar_100_Mask": 0.0187, + "eval_mar_large": 0.1901, + "eval_mar_medium": 0.006, + "eval_mar_small": 0.0012, + "eval_runtime": 21.013, + "eval_samples_per_second": 7.138, + "eval_steps_per_second": 0.904, + "step": 426 + }, + { + "epoch": 4.995305164319249, + "grad_norm": 4.227583885192871, + "learning_rate": 4.7523584905660376e-05, + "loss": 2.7002, + "step": 532 + }, + { + "epoch": 4.995305164319249, + "eval_loss": 2.509445905685425, + "eval_map": 0.0252, + "eval_map_50": 0.082, + "eval_map_75": 0.0065, + "eval_map_Coverall": 0.1211, + "eval_map_Face_Shield": 0.0014, + "eval_map_Gloves": 0.0002, + "eval_map_Goggles": 0.0021, + "eval_map_Mask": 0.0011, + "eval_map_large": 0.0312, + "eval_map_medium": 0.0, + "eval_map_small": 0.0, + "eval_mar_1": 0.0328, + "eval_mar_10": 0.0649, + "eval_mar_100": 0.0707, + "eval_mar_100_Coverall": 0.2261, + "eval_mar_100_Face_Shield": 0.0532, + "eval_mar_100_Gloves": 0.0192, + "eval_mar_100_Goggles": 0.0415, + "eval_mar_100_Mask": 0.0133, + "eval_mar_large": 0.1805, + "eval_mar_medium": 0.0026, + "eval_mar_small": 0.002, + "eval_runtime": 20.799, + "eval_samples_per_second": 7.212, + "eval_steps_per_second": 0.914, + "step": 532 + }, + { + "epoch": 6.0, + "grad_norm": 12.21629810333252, + "learning_rate": 4.7018867924528304e-05, + "loss": 2.6693, + "step": 639 + }, + { + "epoch": 6.0, + "eval_loss": 2.4529154300689697, + "eval_map": 0.0269, + "eval_map_50": 0.092, + "eval_map_75": 0.007, + "eval_map_Coverall": 0.12, + "eval_map_Face_Shield": 0.0044, + "eval_map_Gloves": 0.0001, + "eval_map_Goggles": 0.009, + "eval_map_Mask": 0.0008, + "eval_map_large": 0.0391, + "eval_map_medium": 0.0007, + "eval_map_small": 0.0, + "eval_mar_1": 0.0414, + "eval_mar_10": 0.082, + "eval_mar_100": 0.0884, + "eval_mar_100_Coverall": 0.2982, + "eval_mar_100_Face_Shield": 0.062, + "eval_mar_100_Gloves": 0.0205, + "eval_mar_100_Goggles": 0.0385, + "eval_mar_100_Mask": 0.0227, + "eval_mar_large": 0.1846, + "eval_mar_medium": 0.0145, + "eval_mar_small": 0.0008, + "eval_runtime": 20.6492, + "eval_samples_per_second": 7.264, + "eval_steps_per_second": 0.92, + "step": 639 + }, + { + "epoch": 6.995305164319249, + "grad_norm": 6.702277183532715, + "learning_rate": 4.6518867924528306e-05, + "loss": 2.5158, + "step": 745 + }, + { + "epoch": 6.995305164319249, + "eval_loss": 2.3078086376190186, + "eval_map": 0.0287, + "eval_map_50": 0.0972, + "eval_map_75": 0.0081, + "eval_map_Coverall": 0.1325, + "eval_map_Face_Shield": 0.0049, + "eval_map_Gloves": 0.0002, + "eval_map_Goggles": 0.0048, + "eval_map_Mask": 0.0012, + "eval_map_large": 0.0406, + "eval_map_medium": 0.0004, + "eval_map_small": 0.0, + "eval_mar_1": 0.0348, + "eval_mar_10": 0.0968, + "eval_mar_100": 0.1021, + "eval_mar_100_Coverall": 0.3284, + "eval_mar_100_Face_Shield": 0.0873, + "eval_mar_100_Gloves": 0.0237, + "eval_mar_100_Goggles": 0.0385, + "eval_mar_100_Mask": 0.0329, + "eval_mar_large": 0.2237, + "eval_mar_medium": 0.0232, + "eval_mar_small": 0.0, + "eval_runtime": 21.1522, + "eval_samples_per_second": 7.091, + "eval_steps_per_second": 0.898, + "step": 745 + }, + { + "epoch": 8.0, + "grad_norm": 15.950865745544434, + "learning_rate": 4.601415094339623e-05, + "loss": 2.4782, + "step": 852 + }, + { + "epoch": 8.0, + "eval_loss": 2.45098876953125, + "eval_map": 0.0215, + "eval_map_50": 0.0837, + "eval_map_75": 0.0057, + "eval_map_Coverall": 0.0977, + "eval_map_Face_Shield": 0.0073, + "eval_map_Gloves": 0.0001, + "eval_map_Goggles": 0.0013, + "eval_map_Mask": 0.001, + "eval_map_large": 0.0325, + "eval_map_medium": 0.0018, + "eval_map_small": 0.0, + "eval_mar_1": 0.0343, + "eval_mar_10": 0.076, + "eval_mar_100": 0.0876, + "eval_mar_100_Coverall": 0.2883, + "eval_mar_100_Face_Shield": 0.0797, + "eval_mar_100_Gloves": 0.0161, + "eval_mar_100_Goggles": 0.0262, + "eval_mar_100_Mask": 0.0276, + "eval_mar_large": 0.1912, + "eval_mar_medium": 0.0167, + "eval_mar_small": 0.0, + "eval_runtime": 20.733, + "eval_samples_per_second": 7.235, + "eval_steps_per_second": 0.916, + "step": 852 + }, + { + "epoch": 8.995305164319248, + "grad_norm": 9.840195655822754, + "learning_rate": 4.551415094339623e-05, + "loss": 2.497, + "step": 958 + }, + { + "epoch": 8.995305164319248, + "eval_loss": 2.2087652683258057, + "eval_map": 0.0346, + "eval_map_50": 0.1018, + "eval_map_75": 0.0122, + "eval_map_Coverall": 0.1597, + "eval_map_Face_Shield": 0.007, + "eval_map_Gloves": 0.0003, + "eval_map_Goggles": 0.0021, + "eval_map_Mask": 0.0038, + "eval_map_large": 0.0483, + "eval_map_medium": 0.0046, + "eval_map_small": 0.0, + "eval_mar_1": 0.0487, + "eval_mar_10": 0.1001, + "eval_mar_100": 0.1101, + "eval_mar_100_Coverall": 0.3423, + "eval_mar_100_Face_Shield": 0.1025, + "eval_mar_100_Gloves": 0.0228, + "eval_mar_100_Goggles": 0.0446, + "eval_mar_100_Mask": 0.0382, + "eval_mar_large": 0.2352, + "eval_mar_medium": 0.0405, + "eval_mar_small": 0.0008, + "eval_runtime": 20.8936, + "eval_samples_per_second": 7.179, + "eval_steps_per_second": 0.909, + "step": 958 + }, + { + "epoch": 10.0, + "grad_norm": 12.969860076904297, + "learning_rate": 4.500943396226415e-05, + "loss": 2.3529, + "step": 1065 + }, + { + "epoch": 10.0, + "eval_loss": 2.2283775806427, + "eval_map": 0.0408, + "eval_map_50": 0.1118, + "eval_map_75": 0.0194, + "eval_map_Coverall": 0.1891, + "eval_map_Face_Shield": 0.0084, + "eval_map_Gloves": 0.0001, + "eval_map_Goggles": 0.0015, + "eval_map_Mask": 0.0049, + "eval_map_large": 0.0541, + "eval_map_medium": 0.0021, + "eval_map_small": 0.0001, + "eval_mar_1": 0.0565, + "eval_mar_10": 0.1146, + "eval_mar_100": 0.1256, + "eval_mar_100_Coverall": 0.3626, + "eval_mar_100_Face_Shield": 0.1165, + "eval_mar_100_Gloves": 0.0214, + "eval_mar_100_Goggles": 0.0785, + "eval_mar_100_Mask": 0.0489, + "eval_mar_large": 0.2632, + "eval_mar_medium": 0.0381, + "eval_mar_small": 0.0036, + "eval_runtime": 20.7297, + "eval_samples_per_second": 7.236, + "eval_steps_per_second": 0.917, + "step": 1065 + }, + { + "epoch": 10.995305164319248, + "grad_norm": 13.891472816467285, + "learning_rate": 4.450943396226415e-05, + "loss": 2.2695, + "step": 1171 + }, + { + "epoch": 10.995305164319248, + "eval_loss": 2.217061996459961, + "eval_map": 0.0434, + "eval_map_50": 0.1371, + "eval_map_75": 0.0189, + "eval_map_Coverall": 0.1656, + "eval_map_Face_Shield": 0.0322, + "eval_map_Gloves": 0.0004, + "eval_map_Goggles": 0.0037, + "eval_map_Mask": 0.0149, + "eval_map_large": 0.0652, + "eval_map_medium": 0.0109, + "eval_map_small": 0.0, + "eval_mar_1": 0.0625, + "eval_mar_10": 0.1437, + "eval_mar_100": 0.1615, + "eval_mar_100_Coverall": 0.3865, + "eval_mar_100_Face_Shield": 0.2025, + "eval_mar_100_Gloves": 0.0375, + "eval_mar_100_Goggles": 0.0908, + "eval_mar_100_Mask": 0.0902, + "eval_mar_large": 0.3214, + "eval_mar_medium": 0.0875, + "eval_mar_small": 0.0016, + "eval_runtime": 21.0345, + "eval_samples_per_second": 7.131, + "eval_steps_per_second": 0.903, + "step": 1171 + }, + { + "epoch": 12.0, + "grad_norm": 21.697982788085938, + "learning_rate": 4.400471698113208e-05, + "loss": 2.1976, + "step": 1278 + }, + { + "epoch": 12.0, + "eval_loss": 2.066256046295166, + "eval_map": 0.049, + "eval_map_50": 0.1472, + "eval_map_75": 0.0226, + "eval_map_Coverall": 0.191, + "eval_map_Face_Shield": 0.0233, + "eval_map_Gloves": 0.0005, + "eval_map_Goggles": 0.0092, + "eval_map_Mask": 0.0212, + "eval_map_large": 0.0765, + "eval_map_medium": 0.0097, + "eval_map_small": 0.0, + "eval_mar_1": 0.0675, + "eval_mar_10": 0.1362, + "eval_mar_100": 0.1519, + "eval_mar_100_Coverall": 0.4059, + "eval_mar_100_Face_Shield": 0.1684, + "eval_mar_100_Gloves": 0.0317, + "eval_mar_100_Goggles": 0.0754, + "eval_mar_100_Mask": 0.0782, + "eval_mar_large": 0.3109, + "eval_mar_medium": 0.0622, + "eval_mar_small": 0.0004, + "eval_runtime": 20.8255, + "eval_samples_per_second": 7.203, + "eval_steps_per_second": 0.912, + "step": 1278 + }, + { + "epoch": 12.995305164319248, + "grad_norm": 13.057635307312012, + "learning_rate": 4.3504716981132074e-05, + "loss": 2.2233, + "step": 1384 + }, + { + "epoch": 12.995305164319248, + "eval_loss": 1.9892220497131348, + "eval_map": 0.0583, + "eval_map_50": 0.1727, + "eval_map_75": 0.03, + "eval_map_Coverall": 0.204, + "eval_map_Face_Shield": 0.0425, + "eval_map_Gloves": 0.0016, + "eval_map_Goggles": 0.0154, + "eval_map_Mask": 0.028, + "eval_map_large": 0.0986, + "eval_map_medium": 0.0148, + "eval_map_small": 0.0, + "eval_mar_1": 0.0851, + "eval_mar_10": 0.1619, + "eval_mar_100": 0.1754, + "eval_mar_100_Coverall": 0.4293, + "eval_mar_100_Face_Shield": 0.181, + "eval_mar_100_Gloves": 0.0504, + "eval_mar_100_Goggles": 0.0954, + "eval_mar_100_Mask": 0.1209, + "eval_mar_large": 0.3511, + "eval_mar_medium": 0.0943, + "eval_mar_small": 0.0008, + "eval_runtime": 20.7821, + "eval_samples_per_second": 7.218, + "eval_steps_per_second": 0.914, + "step": 1384 + }, + { + "epoch": 14.0, + "grad_norm": 12.922480583190918, + "learning_rate": 4.3e-05, + "loss": 2.1518, + "step": 1491 + }, + { + "epoch": 14.0, + "eval_loss": 1.9787956476211548, + "eval_map": 0.0672, + "eval_map_50": 0.1721, + "eval_map_75": 0.038, + "eval_map_Coverall": 0.2514, + "eval_map_Face_Shield": 0.0524, + "eval_map_Gloves": 0.0016, + "eval_map_Goggles": 0.0136, + "eval_map_Mask": 0.0169, + "eval_map_large": 0.0901, + "eval_map_medium": 0.0203, + "eval_map_small": 0.0006, + "eval_mar_1": 0.0932, + "eval_mar_10": 0.1737, + "eval_mar_100": 0.1904, + "eval_mar_100_Coverall": 0.459, + "eval_mar_100_Face_Shield": 0.2013, + "eval_mar_100_Gloves": 0.0509, + "eval_mar_100_Goggles": 0.12, + "eval_mar_100_Mask": 0.1209, + "eval_mar_large": 0.354, + "eval_mar_medium": 0.1102, + "eval_mar_small": 0.0052, + "eval_runtime": 20.9405, + "eval_samples_per_second": 7.163, + "eval_steps_per_second": 0.907, + "step": 1491 + }, + { + "epoch": 14.995305164319248, + "grad_norm": 13.326057434082031, + "learning_rate": 4.25e-05, + "loss": 2.0748, + "step": 1597 + }, + { + "epoch": 14.995305164319248, + "eval_loss": 1.8924455642700195, + "eval_map": 0.0679, + "eval_map_50": 0.1834, + "eval_map_75": 0.0386, + "eval_map_Coverall": 0.2612, + "eval_map_Face_Shield": 0.0335, + "eval_map_Gloves": 0.0017, + "eval_map_Goggles": 0.0081, + "eval_map_Mask": 0.0349, + "eval_map_large": 0.0984, + "eval_map_medium": 0.0198, + "eval_map_small": 0.0083, + "eval_mar_1": 0.0909, + "eval_mar_10": 0.1813, + "eval_mar_100": 0.1956, + "eval_mar_100_Coverall": 0.4599, + "eval_mar_100_Face_Shield": 0.2025, + "eval_mar_100_Gloves": 0.042, + "eval_mar_100_Goggles": 0.1246, + "eval_mar_100_Mask": 0.1489, + "eval_mar_large": 0.3639, + "eval_mar_medium": 0.1116, + "eval_mar_small": 0.0089, + "eval_runtime": 21.1942, + "eval_samples_per_second": 7.077, + "eval_steps_per_second": 0.896, + "step": 1597 + }, + { + "epoch": 16.0, + "grad_norm": 12.054237365722656, + "learning_rate": 4.1995283018867924e-05, + "loss": 2.0918, + "step": 1704 + }, + { + "epoch": 16.0, + "eval_loss": 1.949359655380249, + "eval_map": 0.0727, + "eval_map_50": 0.2056, + "eval_map_75": 0.0465, + "eval_map_Coverall": 0.2662, + "eval_map_Face_Shield": 0.055, + "eval_map_Gloves": 0.0034, + "eval_map_Goggles": 0.0127, + "eval_map_Mask": 0.0261, + "eval_map_large": 0.1023, + "eval_map_medium": 0.0234, + "eval_map_small": 0.0059, + "eval_mar_1": 0.0966, + "eval_mar_10": 0.177, + "eval_mar_100": 0.1928, + "eval_mar_100_Coverall": 0.4491, + "eval_mar_100_Face_Shield": 0.238, + "eval_mar_100_Gloves": 0.0411, + "eval_mar_100_Goggles": 0.1062, + "eval_mar_100_Mask": 0.1298, + "eval_mar_large": 0.3597, + "eval_mar_medium": 0.1094, + "eval_mar_small": 0.0069, + "eval_runtime": 20.9573, + "eval_samples_per_second": 7.157, + "eval_steps_per_second": 0.907, + "step": 1704 + }, + { + "epoch": 16.995305164319248, + "grad_norm": 20.48780059814453, + "learning_rate": 4.1495283018867926e-05, + "loss": 2.0694, + "step": 1810 + }, + { + "epoch": 16.995305164319248, + "eval_loss": 1.9857964515686035, + "eval_map": 0.0737, + "eval_map_50": 0.1927, + "eval_map_75": 0.0504, + "eval_map_Coverall": 0.2715, + "eval_map_Face_Shield": 0.0453, + "eval_map_Gloves": 0.0052, + "eval_map_Goggles": 0.0148, + "eval_map_Mask": 0.032, + "eval_map_large": 0.1203, + "eval_map_medium": 0.0228, + "eval_map_small": 0.006, + "eval_mar_1": 0.1025, + "eval_mar_10": 0.1903, + "eval_mar_100": 0.2092, + "eval_mar_100_Coverall": 0.4784, + "eval_mar_100_Face_Shield": 0.2266, + "eval_mar_100_Gloves": 0.0732, + "eval_mar_100_Goggles": 0.1231, + "eval_mar_100_Mask": 0.1449, + "eval_mar_large": 0.3918, + "eval_mar_medium": 0.1297, + "eval_mar_small": 0.0088, + "eval_runtime": 21.0053, + "eval_samples_per_second": 7.141, + "eval_steps_per_second": 0.905, + "step": 1810 + }, + { + "epoch": 18.0, + "grad_norm": 23.012649536132812, + "learning_rate": 4.099056603773585e-05, + "loss": 2.0335, + "step": 1917 + }, + { + "epoch": 18.0, + "eval_loss": 1.968269944190979, + "eval_map": 0.0818, + "eval_map_50": 0.2311, + "eval_map_75": 0.0449, + "eval_map_Coverall": 0.2854, + "eval_map_Face_Shield": 0.0676, + "eval_map_Gloves": 0.0157, + "eval_map_Goggles": 0.0194, + "eval_map_Mask": 0.0208, + "eval_map_large": 0.123, + "eval_map_medium": 0.0291, + "eval_map_small": 0.0073, + "eval_mar_1": 0.1012, + "eval_mar_10": 0.196, + "eval_mar_100": 0.2164, + "eval_mar_100_Coverall": 0.4766, + "eval_mar_100_Face_Shield": 0.2354, + "eval_mar_100_Gloves": 0.0817, + "eval_mar_100_Goggles": 0.1538, + "eval_mar_100_Mask": 0.1347, + "eval_mar_large": 0.3756, + "eval_mar_medium": 0.1438, + "eval_mar_small": 0.0118, + "eval_runtime": 21.1009, + "eval_samples_per_second": 7.109, + "eval_steps_per_second": 0.9, + "step": 1917 + }, + { + "epoch": 18.995305164319248, + "grad_norm": 20.318510055541992, + "learning_rate": 4.049056603773585e-05, + "loss": 2.0982, + "step": 2023 + }, + { + "epoch": 18.995305164319248, + "eval_loss": 1.9284371137619019, + "eval_map": 0.0825, + "eval_map_50": 0.2027, + "eval_map_75": 0.0612, + "eval_map_Coverall": 0.3244, + "eval_map_Face_Shield": 0.0529, + "eval_map_Gloves": 0.0043, + "eval_map_Goggles": 0.0083, + "eval_map_Mask": 0.0227, + "eval_map_large": 0.1086, + "eval_map_medium": 0.0255, + "eval_map_small": 0.0047, + "eval_mar_1": 0.0963, + "eval_mar_10": 0.1977, + "eval_mar_100": 0.2166, + "eval_mar_100_Coverall": 0.4842, + "eval_mar_100_Face_Shield": 0.2494, + "eval_mar_100_Gloves": 0.0545, + "eval_mar_100_Goggles": 0.1615, + "eval_mar_100_Mask": 0.1333, + "eval_mar_large": 0.3582, + "eval_mar_medium": 0.1491, + "eval_mar_small": 0.0123, + "eval_runtime": 21.1614, + "eval_samples_per_second": 7.088, + "eval_steps_per_second": 0.898, + "step": 2023 + }, + { + "epoch": 20.0, + "grad_norm": 18.49129295349121, + "learning_rate": 3.9985849056603776e-05, + "loss": 2.0329, + "step": 2130 + }, + { + "epoch": 20.0, + "eval_loss": 2.0711536407470703, + "eval_map": 0.0652, + "eval_map_50": 0.1902, + "eval_map_75": 0.0317, + "eval_map_Coverall": 0.2425, + "eval_map_Face_Shield": 0.038, + "eval_map_Gloves": 0.005, + "eval_map_Goggles": 0.0151, + "eval_map_Mask": 0.0252, + "eval_map_large": 0.1102, + "eval_map_medium": 0.0193, + "eval_map_small": 0.0003, + "eval_mar_1": 0.0923, + "eval_mar_10": 0.1634, + "eval_mar_100": 0.1761, + "eval_mar_100_Coverall": 0.3923, + "eval_mar_100_Face_Shield": 0.1949, + "eval_mar_100_Gloves": 0.05, + "eval_mar_100_Goggles": 0.1385, + "eval_mar_100_Mask": 0.1049, + "eval_mar_large": 0.3468, + "eval_mar_medium": 0.1058, + "eval_mar_small": 0.0019, + "eval_runtime": 21.0168, + "eval_samples_per_second": 7.137, + "eval_steps_per_second": 0.904, + "step": 2130 + }, + { + "epoch": 20.995305164319248, + "grad_norm": 11.077479362487793, + "learning_rate": 3.948584905660377e-05, + "loss": 2.0194, + "step": 2236 + }, + { + "epoch": 20.995305164319248, + "eval_loss": 1.9728707075119019, + "eval_map": 0.0852, + "eval_map_50": 0.2166, + "eval_map_75": 0.0565, + "eval_map_Coverall": 0.3066, + "eval_map_Face_Shield": 0.0553, + "eval_map_Gloves": 0.0067, + "eval_map_Goggles": 0.0255, + "eval_map_Mask": 0.032, + "eval_map_large": 0.1285, + "eval_map_medium": 0.027, + "eval_map_small": 0.0129, + "eval_mar_1": 0.1137, + "eval_mar_10": 0.1935, + "eval_mar_100": 0.2065, + "eval_mar_100_Coverall": 0.4491, + "eval_mar_100_Face_Shield": 0.2456, + "eval_mar_100_Gloves": 0.0625, + "eval_mar_100_Goggles": 0.14, + "eval_mar_100_Mask": 0.1351, + "eval_mar_large": 0.3694, + "eval_mar_medium": 0.1256, + "eval_mar_small": 0.0131, + "eval_runtime": 21.2689, + "eval_samples_per_second": 7.053, + "eval_steps_per_second": 0.893, + "step": 2236 + }, + { + "epoch": 22.0, + "grad_norm": 12.588851928710938, + "learning_rate": 3.89811320754717e-05, + "loss": 2.0182, + "step": 2343 + }, + { + "epoch": 22.0, + "eval_loss": 1.9914149045944214, + "eval_map": 0.0867, + "eval_map_50": 0.2307, + "eval_map_75": 0.047, + "eval_map_Coverall": 0.2801, + "eval_map_Face_Shield": 0.0812, + "eval_map_Gloves": 0.0112, + "eval_map_Goggles": 0.0255, + "eval_map_Mask": 0.0356, + "eval_map_large": 0.1443, + "eval_map_medium": 0.037, + "eval_map_small": 0.0058, + "eval_mar_1": 0.1217, + "eval_mar_10": 0.2176, + "eval_mar_100": 0.2313, + "eval_mar_100_Coverall": 0.4658, + "eval_mar_100_Face_Shield": 0.2759, + "eval_mar_100_Gloves": 0.075, + "eval_mar_100_Goggles": 0.1923, + "eval_mar_100_Mask": 0.1476, + "eval_mar_large": 0.3914, + "eval_mar_medium": 0.1769, + "eval_mar_small": 0.0061, + "eval_runtime": 20.8977, + "eval_samples_per_second": 7.178, + "eval_steps_per_second": 0.909, + "step": 2343 + }, + { + "epoch": 22.995305164319248, + "grad_norm": 8.148286819458008, + "learning_rate": 3.84811320754717e-05, + "loss": 1.9769, + "step": 2449 + }, + { + "epoch": 22.995305164319248, + "eval_loss": 1.925063133239746, + "eval_map": 0.0816, + "eval_map_50": 0.2082, + "eval_map_75": 0.0545, + "eval_map_Coverall": 0.2841, + "eval_map_Face_Shield": 0.0718, + "eval_map_Gloves": 0.0098, + "eval_map_Goggles": 0.0221, + "eval_map_Mask": 0.02, + "eval_map_large": 0.1277, + "eval_map_medium": 0.0285, + "eval_map_small": 0.0029, + "eval_mar_1": 0.1021, + "eval_mar_10": 0.1995, + "eval_mar_100": 0.2133, + "eval_mar_100_Coverall": 0.4383, + "eval_mar_100_Face_Shield": 0.2582, + "eval_mar_100_Gloves": 0.079, + "eval_mar_100_Goggles": 0.1677, + "eval_mar_100_Mask": 0.1231, + "eval_mar_large": 0.3712, + "eval_mar_medium": 0.149, + "eval_mar_small": 0.0068, + "eval_runtime": 21.7234, + "eval_samples_per_second": 6.905, + "eval_steps_per_second": 0.875, + "step": 2449 + }, + { + "epoch": 24.0, + "grad_norm": 27.242887496948242, + "learning_rate": 3.797641509433962e-05, + "loss": 1.9797, + "step": 2556 + }, + { + "epoch": 24.0, + "eval_loss": 1.9900304079055786, + "eval_map": 0.0848, + "eval_map_50": 0.2316, + "eval_map_75": 0.0492, + "eval_map_Coverall": 0.2805, + "eval_map_Face_Shield": 0.0648, + "eval_map_Gloves": 0.0124, + "eval_map_Goggles": 0.0307, + "eval_map_Mask": 0.0357, + "eval_map_large": 0.137, + "eval_map_medium": 0.0341, + "eval_map_small": 0.006, + "eval_mar_1": 0.1154, + "eval_mar_10": 0.2173, + "eval_mar_100": 0.2374, + "eval_mar_100_Coverall": 0.4518, + "eval_mar_100_Face_Shield": 0.2734, + "eval_mar_100_Gloves": 0.0839, + "eval_mar_100_Goggles": 0.2015, + "eval_mar_100_Mask": 0.1764, + "eval_mar_large": 0.3987, + "eval_mar_medium": 0.1824, + "eval_mar_small": 0.0123, + "eval_runtime": 21.4053, + "eval_samples_per_second": 7.008, + "eval_steps_per_second": 0.888, + "step": 2556 + }, + { + "epoch": 24.995305164319248, + "grad_norm": 12.376900672912598, + "learning_rate": 3.747641509433962e-05, + "loss": 1.9054, + "step": 2662 + }, + { + "epoch": 24.995305164319248, + "eval_loss": 1.866141438484192, + "eval_map": 0.0889, + "eval_map_50": 0.2386, + "eval_map_75": 0.0573, + "eval_map_Coverall": 0.3008, + "eval_map_Face_Shield": 0.0739, + "eval_map_Gloves": 0.0104, + "eval_map_Goggles": 0.0312, + "eval_map_Mask": 0.0281, + "eval_map_large": 0.1591, + "eval_map_medium": 0.0339, + "eval_map_small": 0.0036, + "eval_mar_1": 0.115, + "eval_mar_10": 0.2069, + "eval_mar_100": 0.2227, + "eval_mar_100_Coverall": 0.4482, + "eval_mar_100_Face_Shield": 0.238, + "eval_mar_100_Gloves": 0.0728, + "eval_mar_100_Goggles": 0.1877, + "eval_mar_100_Mask": 0.1667, + "eval_mar_large": 0.4093, + "eval_mar_medium": 0.1587, + "eval_mar_small": 0.0109, + "eval_runtime": 21.5764, + "eval_samples_per_second": 6.952, + "eval_steps_per_second": 0.881, + "step": 2662 + }, + { + "epoch": 26.0, + "grad_norm": 17.877117156982422, + "learning_rate": 3.697169811320755e-05, + "loss": 1.8348, + "step": 2769 + }, + { + "epoch": 26.0, + "eval_loss": 1.930902123451233, + "eval_map": 0.0935, + "eval_map_50": 0.2379, + "eval_map_75": 0.0627, + "eval_map_Coverall": 0.3087, + "eval_map_Face_Shield": 0.0466, + "eval_map_Gloves": 0.0065, + "eval_map_Goggles": 0.0553, + "eval_map_Mask": 0.0501, + "eval_map_large": 0.1666, + "eval_map_medium": 0.0359, + "eval_map_small": 0.0164, + "eval_mar_1": 0.1244, + "eval_mar_10": 0.2207, + "eval_mar_100": 0.2362, + "eval_mar_100_Coverall": 0.4752, + "eval_mar_100_Face_Shield": 0.2443, + "eval_mar_100_Gloves": 0.0817, + "eval_mar_100_Goggles": 0.1969, + "eval_mar_100_Mask": 0.1827, + "eval_mar_large": 0.4169, + "eval_mar_medium": 0.1733, + "eval_mar_small": 0.0232, + "eval_runtime": 21.5722, + "eval_samples_per_second": 6.953, + "eval_steps_per_second": 0.881, + "step": 2769 + }, + { + "epoch": 26.995305164319248, + "grad_norm": 19.31912612915039, + "learning_rate": 3.6471698113207545e-05, + "loss": 2.0661, + "step": 2875 + }, + { + "epoch": 26.995305164319248, + "eval_loss": 2.0631983280181885, + "eval_map": 0.0839, + "eval_map_50": 0.2184, + "eval_map_75": 0.0483, + "eval_map_Coverall": 0.2712, + "eval_map_Face_Shield": 0.0487, + "eval_map_Gloves": 0.0112, + "eval_map_Goggles": 0.0405, + "eval_map_Mask": 0.0479, + "eval_map_large": 0.1464, + "eval_map_medium": 0.0313, + "eval_map_small": 0.0109, + "eval_mar_1": 0.1177, + "eval_mar_10": 0.2212, + "eval_mar_100": 0.2395, + "eval_mar_100_Coverall": 0.4838, + "eval_mar_100_Face_Shield": 0.2519, + "eval_mar_100_Gloves": 0.0897, + "eval_mar_100_Goggles": 0.1831, + "eval_mar_100_Mask": 0.1889, + "eval_mar_large": 0.4068, + "eval_mar_medium": 0.1868, + "eval_mar_small": 0.0151, + "eval_runtime": 21.3833, + "eval_samples_per_second": 7.015, + "eval_steps_per_second": 0.889, + "step": 2875 + }, + { + "epoch": 28.0, + "grad_norm": 20.9969539642334, + "learning_rate": 3.5966981132075473e-05, + "loss": 1.9271, + "step": 2982 + }, + { + "epoch": 28.0, + "eval_loss": 1.825925350189209, + "eval_map": 0.1049, + "eval_map_50": 0.261, + "eval_map_75": 0.0716, + "eval_map_Coverall": 0.3247, + "eval_map_Face_Shield": 0.0851, + "eval_map_Gloves": 0.014, + "eval_map_Goggles": 0.0492, + "eval_map_Mask": 0.0517, + "eval_map_large": 0.1771, + "eval_map_medium": 0.0426, + "eval_map_small": 0.0187, + "eval_mar_1": 0.132, + "eval_mar_10": 0.2408, + "eval_mar_100": 0.2557, + "eval_mar_100_Coverall": 0.4887, + "eval_mar_100_Face_Shield": 0.3051, + "eval_mar_100_Gloves": 0.0955, + "eval_mar_100_Goggles": 0.1908, + "eval_mar_100_Mask": 0.1982, + "eval_mar_large": 0.4157, + "eval_mar_medium": 0.2059, + "eval_mar_small": 0.0313, + "eval_runtime": 21.5818, + "eval_samples_per_second": 6.95, + "eval_steps_per_second": 0.88, + "step": 2982 + }, + { + "epoch": 28.995305164319248, + "grad_norm": 8.118946075439453, + "learning_rate": 3.5466981132075475e-05, + "loss": 1.8353, + "step": 3088 + }, + { + "epoch": 28.995305164319248, + "eval_loss": 1.8051834106445312, + "eval_map": 0.1016, + "eval_map_50": 0.2516, + "eval_map_75": 0.06, + "eval_map_Coverall": 0.3247, + "eval_map_Face_Shield": 0.0723, + "eval_map_Gloves": 0.0131, + "eval_map_Goggles": 0.0455, + "eval_map_Mask": 0.0523, + "eval_map_large": 0.1707, + "eval_map_medium": 0.0446, + "eval_map_small": 0.0069, + "eval_mar_1": 0.1253, + "eval_mar_10": 0.2306, + "eval_mar_100": 0.2467, + "eval_mar_100_Coverall": 0.4937, + "eval_mar_100_Face_Shield": 0.2468, + "eval_mar_100_Gloves": 0.1, + "eval_mar_100_Goggles": 0.1969, + "eval_mar_100_Mask": 0.196, + "eval_mar_large": 0.4342, + "eval_mar_medium": 0.1795, + "eval_mar_small": 0.0243, + "eval_runtime": 21.2782, + "eval_samples_per_second": 7.049, + "eval_steps_per_second": 0.893, + "step": 3088 + }, + { + "epoch": 30.0, + "grad_norm": 25.432174682617188, + "learning_rate": 3.4962264150943396e-05, + "loss": 1.743, + "step": 3195 + }, + { + "epoch": 30.0, + "eval_loss": 1.6998000144958496, + "eval_map": 0.1193, + "eval_map_50": 0.2765, + "eval_map_75": 0.0876, + "eval_map_Coverall": 0.3579, + "eval_map_Face_Shield": 0.1094, + "eval_map_Gloves": 0.0139, + "eval_map_Goggles": 0.0702, + "eval_map_Mask": 0.0452, + "eval_map_large": 0.191, + "eval_map_medium": 0.0468, + "eval_map_small": 0.0137, + "eval_mar_1": 0.1412, + "eval_mar_10": 0.2412, + "eval_mar_100": 0.2564, + "eval_mar_100_Coverall": 0.5032, + "eval_mar_100_Face_Shield": 0.2785, + "eval_mar_100_Gloves": 0.0929, + "eval_mar_100_Goggles": 0.2154, + "eval_mar_100_Mask": 0.192, + "eval_mar_large": 0.4513, + "eval_mar_medium": 0.1802, + "eval_mar_small": 0.0229, + "eval_runtime": 21.7266, + "eval_samples_per_second": 6.904, + "eval_steps_per_second": 0.875, + "step": 3195 + }, + { + "epoch": 30.995305164319248, + "grad_norm": 8.939568519592285, + "learning_rate": 3.44622641509434e-05, + "loss": 1.7621, + "step": 3301 + }, + { + "epoch": 30.995305164319248, + "eval_loss": 1.8411598205566406, + "eval_map": 0.1128, + "eval_map_50": 0.2866, + "eval_map_75": 0.0776, + "eval_map_Coverall": 0.3396, + "eval_map_Face_Shield": 0.076, + "eval_map_Gloves": 0.0173, + "eval_map_Goggles": 0.0721, + "eval_map_Mask": 0.0589, + "eval_map_large": 0.2024, + "eval_map_medium": 0.0488, + "eval_map_small": 0.0237, + "eval_mar_1": 0.1415, + "eval_mar_10": 0.2421, + "eval_mar_100": 0.2606, + "eval_mar_100_Coverall": 0.4986, + "eval_mar_100_Face_Shield": 0.3076, + "eval_mar_100_Gloves": 0.1138, + "eval_mar_100_Goggles": 0.1877, + "eval_mar_100_Mask": 0.1951, + "eval_mar_large": 0.4418, + "eval_mar_medium": 0.1974, + "eval_mar_small": 0.0397, + "eval_runtime": 21.4541, + "eval_samples_per_second": 6.992, + "eval_steps_per_second": 0.886, + "step": 3301 + }, + { + "epoch": 32.0, + "grad_norm": 15.365705490112305, + "learning_rate": 3.395754716981132e-05, + "loss": 1.7857, + "step": 3408 + }, + { + "epoch": 32.0, + "eval_loss": 1.9205061197280884, + "eval_map": 0.1031, + "eval_map_50": 0.2678, + "eval_map_75": 0.0585, + "eval_map_Coverall": 0.3117, + "eval_map_Face_Shield": 0.0899, + "eval_map_Gloves": 0.0125, + "eval_map_Goggles": 0.0449, + "eval_map_Mask": 0.0564, + "eval_map_large": 0.1834, + "eval_map_medium": 0.0418, + "eval_map_small": 0.0088, + "eval_mar_1": 0.129, + "eval_mar_10": 0.2308, + "eval_mar_100": 0.2463, + "eval_mar_100_Coverall": 0.4536, + "eval_mar_100_Face_Shield": 0.3051, + "eval_mar_100_Gloves": 0.1076, + "eval_mar_100_Goggles": 0.1677, + "eval_mar_100_Mask": 0.1973, + "eval_mar_large": 0.3912, + "eval_mar_medium": 0.2094, + "eval_mar_small": 0.0285, + "eval_runtime": 21.1498, + "eval_samples_per_second": 7.092, + "eval_steps_per_second": 0.898, + "step": 3408 + }, + { + "epoch": 32.99530516431925, + "grad_norm": 11.161819458007812, + "learning_rate": 3.345754716981132e-05, + "loss": 1.8379, + "step": 3514 + }, + { + "epoch": 32.99530516431925, + "eval_loss": 2.002697706222534, + "eval_map": 0.1124, + "eval_map_50": 0.278, + "eval_map_75": 0.0728, + "eval_map_Coverall": 0.3224, + "eval_map_Face_Shield": 0.1065, + "eval_map_Gloves": 0.011, + "eval_map_Goggles": 0.0744, + "eval_map_Mask": 0.048, + "eval_map_large": 0.1984, + "eval_map_medium": 0.0502, + "eval_map_small": 0.0137, + "eval_mar_1": 0.1334, + "eval_mar_10": 0.239, + "eval_mar_100": 0.2574, + "eval_mar_100_Coverall": 0.4928, + "eval_mar_100_Face_Shield": 0.3152, + "eval_mar_100_Gloves": 0.1, + "eval_mar_100_Goggles": 0.1846, + "eval_mar_100_Mask": 0.1942, + "eval_mar_large": 0.4101, + "eval_mar_medium": 0.2013, + "eval_mar_small": 0.0244, + "eval_runtime": 21.3641, + "eval_samples_per_second": 7.021, + "eval_steps_per_second": 0.889, + "step": 3514 + }, + { + "epoch": 34.0, + "grad_norm": 19.789785385131836, + "learning_rate": 3.295283018867925e-05, + "loss": 1.752, + "step": 3621 + }, + { + "epoch": 34.0, + "eval_loss": 1.9193974733352661, + "eval_map": 0.1111, + "eval_map_50": 0.2811, + "eval_map_75": 0.066, + "eval_map_Coverall": 0.3379, + "eval_map_Face_Shield": 0.0818, + "eval_map_Gloves": 0.0243, + "eval_map_Goggles": 0.0593, + "eval_map_Mask": 0.0524, + "eval_map_large": 0.1859, + "eval_map_medium": 0.0569, + "eval_map_small": 0.0157, + "eval_mar_1": 0.1459, + "eval_mar_10": 0.2526, + "eval_mar_100": 0.271, + "eval_mar_100_Coverall": 0.5059, + "eval_mar_100_Face_Shield": 0.3013, + "eval_mar_100_Gloves": 0.1143, + "eval_mar_100_Goggles": 0.2338, + "eval_mar_100_Mask": 0.1996, + "eval_mar_large": 0.4295, + "eval_mar_medium": 0.223, + "eval_mar_small": 0.0566, + "eval_runtime": 21.18, + "eval_samples_per_second": 7.082, + "eval_steps_per_second": 0.897, + "step": 3621 + }, + { + "epoch": 34.99530516431925, + "grad_norm": 19.69510841369629, + "learning_rate": 3.245283018867924e-05, + "loss": 1.7185, + "step": 3727 + }, + { + "epoch": 34.99530516431925, + "eval_loss": 1.8076239824295044, + "eval_map": 0.122, + "eval_map_50": 0.3021, + "eval_map_75": 0.0763, + "eval_map_Coverall": 0.3543, + "eval_map_Face_Shield": 0.1107, + "eval_map_Gloves": 0.021, + "eval_map_Goggles": 0.0605, + "eval_map_Mask": 0.0636, + "eval_map_large": 0.2261, + "eval_map_medium": 0.0551, + "eval_map_small": 0.0147, + "eval_mar_1": 0.1571, + "eval_mar_10": 0.2504, + "eval_mar_100": 0.2686, + "eval_mar_100_Coverall": 0.5014, + "eval_mar_100_Face_Shield": 0.319, + "eval_mar_100_Gloves": 0.1161, + "eval_mar_100_Goggles": 0.1985, + "eval_mar_100_Mask": 0.208, + "eval_mar_large": 0.4543, + "eval_mar_medium": 0.2054, + "eval_mar_small": 0.0301, + "eval_runtime": 21.4984, + "eval_samples_per_second": 6.977, + "eval_steps_per_second": 0.884, + "step": 3727 + }, + { + "epoch": 36.0, + "grad_norm": 17.927772521972656, + "learning_rate": 3.194811320754717e-05, + "loss": 1.6551, + "step": 3834 + }, + { + "epoch": 36.0, + "eval_loss": 1.805361270904541, + "eval_map": 0.1113, + "eval_map_50": 0.2944, + "eval_map_75": 0.0657, + "eval_map_Coverall": 0.3274, + "eval_map_Face_Shield": 0.094, + "eval_map_Gloves": 0.0179, + "eval_map_Goggles": 0.0584, + "eval_map_Mask": 0.0588, + "eval_map_large": 0.1932, + "eval_map_medium": 0.0573, + "eval_map_small": 0.0119, + "eval_mar_1": 0.141, + "eval_mar_10": 0.2537, + "eval_mar_100": 0.2661, + "eval_mar_100_Coverall": 0.477, + "eval_mar_100_Face_Shield": 0.3089, + "eval_mar_100_Gloves": 0.1134, + "eval_mar_100_Goggles": 0.2123, + "eval_mar_100_Mask": 0.2191, + "eval_mar_large": 0.4546, + "eval_mar_medium": 0.2123, + "eval_mar_small": 0.0268, + "eval_runtime": 21.2766, + "eval_samples_per_second": 7.05, + "eval_steps_per_second": 0.893, + "step": 3834 + }, + { + "epoch": 36.99530516431925, + "grad_norm": 12.064751625061035, + "learning_rate": 3.144811320754717e-05, + "loss": 1.7452, + "step": 3940 + }, + { + "epoch": 36.99530516431925, + "eval_loss": 1.8754489421844482, + "eval_map": 0.112, + "eval_map_50": 0.2899, + "eval_map_75": 0.0749, + "eval_map_Coverall": 0.3342, + "eval_map_Face_Shield": 0.0925, + "eval_map_Gloves": 0.02, + "eval_map_Goggles": 0.0509, + "eval_map_Mask": 0.0626, + "eval_map_large": 0.209, + "eval_map_medium": 0.0519, + "eval_map_small": 0.0228, + "eval_mar_1": 0.1576, + "eval_mar_10": 0.2456, + "eval_mar_100": 0.2622, + "eval_mar_100_Coverall": 0.4761, + "eval_mar_100_Face_Shield": 0.3063, + "eval_mar_100_Gloves": 0.121, + "eval_mar_100_Goggles": 0.1908, + "eval_mar_100_Mask": 0.2169, + "eval_mar_large": 0.4307, + "eval_mar_medium": 0.2079, + "eval_mar_small": 0.0499, + "eval_runtime": 21.3949, + "eval_samples_per_second": 7.011, + "eval_steps_per_second": 0.888, + "step": 3940 + }, + { + "epoch": 38.0, + "grad_norm": 28.81121253967285, + "learning_rate": 3.094339622641509e-05, + "loss": 1.6499, + "step": 4047 + }, + { + "epoch": 38.0, + "eval_loss": 1.7085143327713013, + "eval_map": 0.1353, + "eval_map_50": 0.3442, + "eval_map_75": 0.0888, + "eval_map_Coverall": 0.3668, + "eval_map_Face_Shield": 0.1306, + "eval_map_Gloves": 0.0259, + "eval_map_Goggles": 0.0656, + "eval_map_Mask": 0.0878, + "eval_map_large": 0.2293, + "eval_map_medium": 0.0755, + "eval_map_small": 0.0144, + "eval_mar_1": 0.1641, + "eval_mar_10": 0.2646, + "eval_mar_100": 0.2846, + "eval_mar_100_Coverall": 0.5068, + "eval_mar_100_Face_Shield": 0.3329, + "eval_mar_100_Gloves": 0.1237, + "eval_mar_100_Goggles": 0.22, + "eval_mar_100_Mask": 0.2396, + "eval_mar_large": 0.4478, + "eval_mar_medium": 0.2432, + "eval_mar_small": 0.0478, + "eval_runtime": 22.4005, + "eval_samples_per_second": 6.696, + "eval_steps_per_second": 0.848, + "step": 4047 + }, + { + "epoch": 38.99530516431925, + "grad_norm": 19.614959716796875, + "learning_rate": 3.0443396226415095e-05, + "loss": 1.6709, + "step": 4153 + }, + { + "epoch": 38.99530516431925, + "eval_loss": 1.7930179834365845, + "eval_map": 0.13, + "eval_map_50": 0.34, + "eval_map_75": 0.083, + "eval_map_Coverall": 0.3488, + "eval_map_Face_Shield": 0.1336, + "eval_map_Gloves": 0.0328, + "eval_map_Goggles": 0.0718, + "eval_map_Mask": 0.0631, + "eval_map_large": 0.2263, + "eval_map_medium": 0.0707, + "eval_map_small": 0.0213, + "eval_mar_1": 0.1608, + "eval_mar_10": 0.2667, + "eval_mar_100": 0.2761, + "eval_mar_100_Coverall": 0.4833, + "eval_mar_100_Face_Shield": 0.3165, + "eval_mar_100_Gloves": 0.1237, + "eval_mar_100_Goggles": 0.2215, + "eval_mar_100_Mask": 0.2356, + "eval_mar_large": 0.4437, + "eval_mar_medium": 0.226, + "eval_mar_small": 0.0427, + "eval_runtime": 21.1484, + "eval_samples_per_second": 7.093, + "eval_steps_per_second": 0.898, + "step": 4153 + }, + { + "epoch": 40.0, + "grad_norm": 35.39726638793945, + "learning_rate": 2.993867924528302e-05, + "loss": 1.6105, + "step": 4260 + }, + { + "epoch": 40.0, + "eval_loss": 1.7646270990371704, + "eval_map": 0.1283, + "eval_map_50": 0.3216, + "eval_map_75": 0.0789, + "eval_map_Coverall": 0.3443, + "eval_map_Face_Shield": 0.1266, + "eval_map_Gloves": 0.0292, + "eval_map_Goggles": 0.07, + "eval_map_Mask": 0.0715, + "eval_map_large": 0.2242, + "eval_map_medium": 0.0701, + "eval_map_small": 0.0203, + "eval_mar_1": 0.1662, + "eval_mar_10": 0.2686, + "eval_mar_100": 0.287, + "eval_mar_100_Coverall": 0.4932, + "eval_mar_100_Face_Shield": 0.3443, + "eval_mar_100_Gloves": 0.1321, + "eval_mar_100_Goggles": 0.2262, + "eval_mar_100_Mask": 0.2391, + "eval_mar_large": 0.4575, + "eval_mar_medium": 0.2363, + "eval_mar_small": 0.057, + "eval_runtime": 21.2721, + "eval_samples_per_second": 7.052, + "eval_steps_per_second": 0.893, + "step": 4260 + }, + { + "epoch": 40.99530516431925, + "grad_norm": 32.051265716552734, + "learning_rate": 2.9438679245283017e-05, + "loss": 1.593, + "step": 4366 + }, + { + "epoch": 40.99530516431925, + "eval_loss": 1.7403963804244995, + "eval_map": 0.134, + "eval_map_50": 0.3298, + "eval_map_75": 0.0846, + "eval_map_Coverall": 0.3706, + "eval_map_Face_Shield": 0.1298, + "eval_map_Gloves": 0.0215, + "eval_map_Goggles": 0.0775, + "eval_map_Mask": 0.0705, + "eval_map_large": 0.2456, + "eval_map_medium": 0.0642, + "eval_map_small": 0.0368, + "eval_mar_1": 0.1583, + "eval_mar_10": 0.2731, + "eval_mar_100": 0.2892, + "eval_mar_100_Coverall": 0.5018, + "eval_mar_100_Face_Shield": 0.3266, + "eval_mar_100_Gloves": 0.1339, + "eval_mar_100_Goggles": 0.2415, + "eval_mar_100_Mask": 0.2422, + "eval_mar_large": 0.4538, + "eval_mar_medium": 0.2359, + "eval_mar_small": 0.0591, + "eval_runtime": 21.5683, + "eval_samples_per_second": 6.955, + "eval_steps_per_second": 0.881, + "step": 4366 + }, + { + "epoch": 42.0, + "grad_norm": 31.156444549560547, + "learning_rate": 2.8933962264150942e-05, + "loss": 1.5659, + "step": 4473 + }, + { + "epoch": 42.0, + "eval_loss": 1.7488443851470947, + "eval_map": 0.1374, + "eval_map_50": 0.335, + "eval_map_75": 0.0932, + "eval_map_Coverall": 0.3723, + "eval_map_Face_Shield": 0.1486, + "eval_map_Gloves": 0.025, + "eval_map_Goggles": 0.0764, + "eval_map_Mask": 0.0651, + "eval_map_large": 0.2443, + "eval_map_medium": 0.069, + "eval_map_small": 0.0401, + "eval_mar_1": 0.1731, + "eval_mar_10": 0.2764, + "eval_mar_100": 0.2917, + "eval_mar_100_Coverall": 0.5189, + "eval_mar_100_Face_Shield": 0.3544, + "eval_mar_100_Gloves": 0.1308, + "eval_mar_100_Goggles": 0.2292, + "eval_mar_100_Mask": 0.2253, + "eval_mar_large": 0.4536, + "eval_mar_medium": 0.2305, + "eval_mar_small": 0.0688, + "eval_runtime": 21.4377, + "eval_samples_per_second": 6.997, + "eval_steps_per_second": 0.886, + "step": 4473 + }, + { + "epoch": 42.99530516431925, + "grad_norm": 18.048324584960938, + "learning_rate": 2.8433962264150943e-05, + "loss": 1.5867, + "step": 4579 + }, + { + "epoch": 42.99530516431925, + "eval_loss": 1.706034779548645, + "eval_map": 0.1379, + "eval_map_50": 0.3364, + "eval_map_75": 0.0959, + "eval_map_Coverall": 0.3713, + "eval_map_Face_Shield": 0.1215, + "eval_map_Gloves": 0.0311, + "eval_map_Goggles": 0.0695, + "eval_map_Mask": 0.0959, + "eval_map_large": 0.2772, + "eval_map_medium": 0.0652, + "eval_map_small": 0.0142, + "eval_mar_1": 0.161, + "eval_mar_10": 0.2664, + "eval_mar_100": 0.2806, + "eval_mar_100_Coverall": 0.514, + "eval_mar_100_Face_Shield": 0.3203, + "eval_mar_100_Gloves": 0.125, + "eval_mar_100_Goggles": 0.2015, + "eval_mar_100_Mask": 0.2422, + "eval_mar_large": 0.4538, + "eval_mar_medium": 0.2229, + "eval_mar_small": 0.0363, + "eval_runtime": 21.102, + "eval_samples_per_second": 7.108, + "eval_steps_per_second": 0.9, + "step": 4579 + }, + { + "epoch": 44.0, + "grad_norm": 24.19746971130371, + "learning_rate": 2.7929245283018868e-05, + "loss": 1.5479, + "step": 4686 + }, + { + "epoch": 44.0, + "eval_loss": 1.7776280641555786, + "eval_map": 0.1329, + "eval_map_50": 0.3421, + "eval_map_75": 0.0848, + "eval_map_Coverall": 0.3543, + "eval_map_Face_Shield": 0.1189, + "eval_map_Gloves": 0.0366, + "eval_map_Goggles": 0.0638, + "eval_map_Mask": 0.0911, + "eval_map_large": 0.2488, + "eval_map_medium": 0.0678, + "eval_map_small": 0.0255, + "eval_mar_1": 0.1656, + "eval_mar_10": 0.271, + "eval_mar_100": 0.282, + "eval_mar_100_Coverall": 0.4973, + "eval_mar_100_Face_Shield": 0.3127, + "eval_mar_100_Gloves": 0.1277, + "eval_mar_100_Goggles": 0.2385, + "eval_mar_100_Mask": 0.2338, + "eval_mar_large": 0.4456, + "eval_mar_medium": 0.2318, + "eval_mar_small": 0.0639, + "eval_runtime": 21.3144, + "eval_samples_per_second": 7.037, + "eval_steps_per_second": 0.891, + "step": 4686 + }, + { + "epoch": 44.99530516431925, + "grad_norm": 30.400733947753906, + "learning_rate": 2.7429245283018866e-05, + "loss": 1.5584, + "step": 4792 + }, + { + "epoch": 44.99530516431925, + "eval_loss": 1.7327394485473633, + "eval_map": 0.1289, + "eval_map_50": 0.3201, + "eval_map_75": 0.0873, + "eval_map_Coverall": 0.3558, + "eval_map_Face_Shield": 0.1051, + "eval_map_Gloves": 0.0252, + "eval_map_Goggles": 0.0774, + "eval_map_Mask": 0.0812, + "eval_map_large": 0.2053, + "eval_map_medium": 0.0649, + "eval_map_small": 0.0629, + "eval_mar_1": 0.1646, + "eval_mar_10": 0.2803, + "eval_mar_100": 0.297, + "eval_mar_100_Coverall": 0.5059, + "eval_mar_100_Face_Shield": 0.3278, + "eval_mar_100_Gloves": 0.142, + "eval_mar_100_Goggles": 0.2554, + "eval_mar_100_Mask": 0.2538, + "eval_mar_large": 0.4302, + "eval_mar_medium": 0.2546, + "eval_mar_small": 0.0782, + "eval_runtime": 21.6606, + "eval_samples_per_second": 6.925, + "eval_steps_per_second": 0.877, + "step": 4792 + }, + { + "epoch": 46.0, + "grad_norm": 17.209245681762695, + "learning_rate": 2.6924528301886794e-05, + "loss": 1.5573, + "step": 4899 + }, + { + "epoch": 46.0, + "eval_loss": 1.7023394107818604, + "eval_map": 0.1465, + "eval_map_50": 0.3529, + "eval_map_75": 0.1027, + "eval_map_Coverall": 0.3854, + "eval_map_Face_Shield": 0.1461, + "eval_map_Gloves": 0.0177, + "eval_map_Goggles": 0.0901, + "eval_map_Mask": 0.0932, + "eval_map_large": 0.2694, + "eval_map_medium": 0.0737, + "eval_map_small": 0.0593, + "eval_mar_1": 0.1766, + "eval_mar_10": 0.2719, + "eval_mar_100": 0.2876, + "eval_mar_100_Coverall": 0.5104, + "eval_mar_100_Face_Shield": 0.3152, + "eval_mar_100_Gloves": 0.1228, + "eval_mar_100_Goggles": 0.2292, + "eval_mar_100_Mask": 0.2604, + "eval_mar_large": 0.4485, + "eval_mar_medium": 0.2308, + "eval_mar_small": 0.0835, + "eval_runtime": 21.4157, + "eval_samples_per_second": 7.004, + "eval_steps_per_second": 0.887, + "step": 4899 + }, + { + "epoch": 46.99530516431925, + "grad_norm": 26.84054946899414, + "learning_rate": 2.6424528301886792e-05, + "loss": 1.5589, + "step": 5005 + }, + { + "epoch": 46.99530516431925, + "eval_loss": 1.8505923748016357, + "eval_map": 0.133, + "eval_map_50": 0.3358, + "eval_map_75": 0.0874, + "eval_map_Coverall": 0.3392, + "eval_map_Face_Shield": 0.122, + "eval_map_Gloves": 0.0358, + "eval_map_Goggles": 0.0823, + "eval_map_Mask": 0.0857, + "eval_map_large": 0.24, + "eval_map_medium": 0.0692, + "eval_map_small": 0.0454, + "eval_mar_1": 0.1697, + "eval_mar_10": 0.2673, + "eval_mar_100": 0.2882, + "eval_mar_100_Coverall": 0.4865, + "eval_mar_100_Face_Shield": 0.3443, + "eval_mar_100_Gloves": 0.1375, + "eval_mar_100_Goggles": 0.2292, + "eval_mar_100_Mask": 0.2436, + "eval_mar_large": 0.4619, + "eval_mar_medium": 0.2423, + "eval_mar_small": 0.0735, + "eval_runtime": 21.9859, + "eval_samples_per_second": 6.823, + "eval_steps_per_second": 0.864, + "step": 5005 + }, + { + "epoch": 48.0, + "grad_norm": 18.790122985839844, + "learning_rate": 2.5919811320754717e-05, + "loss": 1.5291, + "step": 5112 + }, + { + "epoch": 48.0, + "eval_loss": 1.6790990829467773, + "eval_map": 0.1491, + "eval_map_50": 0.3678, + "eval_map_75": 0.1, + "eval_map_Coverall": 0.3594, + "eval_map_Face_Shield": 0.1765, + "eval_map_Gloves": 0.0334, + "eval_map_Goggles": 0.0927, + "eval_map_Mask": 0.0836, + "eval_map_large": 0.2593, + "eval_map_medium": 0.0843, + "eval_map_small": 0.061, + "eval_mar_1": 0.1865, + "eval_mar_10": 0.28, + "eval_mar_100": 0.2981, + "eval_mar_100_Coverall": 0.5158, + "eval_mar_100_Face_Shield": 0.3595, + "eval_mar_100_Gloves": 0.1451, + "eval_mar_100_Goggles": 0.2292, + "eval_mar_100_Mask": 0.2409, + "eval_mar_large": 0.4633, + "eval_mar_medium": 0.2544, + "eval_mar_small": 0.0697, + "eval_runtime": 21.3028, + "eval_samples_per_second": 7.041, + "eval_steps_per_second": 0.892, + "step": 5112 + }, + { + "epoch": 48.99530516431925, + "grad_norm": 20.12244415283203, + "learning_rate": 2.5419811320754715e-05, + "loss": 1.4817, + "step": 5218 + }, + { + "epoch": 48.99530516431925, + "eval_loss": 1.6524102687835693, + "eval_map": 0.1473, + "eval_map_50": 0.3601, + "eval_map_75": 0.0993, + "eval_map_Coverall": 0.3952, + "eval_map_Face_Shield": 0.1444, + "eval_map_Gloves": 0.0321, + "eval_map_Goggles": 0.0792, + "eval_map_Mask": 0.0856, + "eval_map_large": 0.2584, + "eval_map_medium": 0.0771, + "eval_map_small": 0.042, + "eval_mar_1": 0.1791, + "eval_mar_10": 0.282, + "eval_mar_100": 0.296, + "eval_mar_100_Coverall": 0.5243, + "eval_mar_100_Face_Shield": 0.3291, + "eval_mar_100_Gloves": 0.129, + "eval_mar_100_Goggles": 0.24, + "eval_mar_100_Mask": 0.2573, + "eval_mar_large": 0.4734, + "eval_mar_medium": 0.2381, + "eval_mar_small": 0.0677, + "eval_runtime": 21.6609, + "eval_samples_per_second": 6.925, + "eval_steps_per_second": 0.877, + "step": 5218 + }, + { + "epoch": 50.0, + "grad_norm": 21.789012908935547, + "learning_rate": 2.4915094339622642e-05, + "loss": 1.4787, + "step": 5325 + }, + { + "epoch": 50.0, + "eval_loss": 1.7657318115234375, + "eval_map": 0.1403, + "eval_map_50": 0.3484, + "eval_map_75": 0.0844, + "eval_map_Coverall": 0.3481, + "eval_map_Face_Shield": 0.1579, + "eval_map_Gloves": 0.0283, + "eval_map_Goggles": 0.0904, + "eval_map_Mask": 0.0769, + "eval_map_large": 0.2503, + "eval_map_medium": 0.0763, + "eval_map_small": 0.0291, + "eval_mar_1": 0.1786, + "eval_mar_10": 0.2823, + "eval_mar_100": 0.3011, + "eval_mar_100_Coverall": 0.4968, + "eval_mar_100_Face_Shield": 0.3405, + "eval_mar_100_Gloves": 0.1424, + "eval_mar_100_Goggles": 0.2615, + "eval_mar_100_Mask": 0.264, + "eval_mar_large": 0.4635, + "eval_mar_medium": 0.273, + "eval_mar_small": 0.0489, + "eval_runtime": 21.2431, + "eval_samples_per_second": 7.061, + "eval_steps_per_second": 0.894, + "step": 5325 + }, + { + "epoch": 50.99530516431925, + "grad_norm": 24.776018142700195, + "learning_rate": 2.4415094339622644e-05, + "loss": 1.4809, + "step": 5431 + }, + { + "epoch": 50.99530516431925, + "eval_loss": 1.7818189859390259, + "eval_map": 0.154, + "eval_map_50": 0.3469, + "eval_map_75": 0.1098, + "eval_map_Coverall": 0.3727, + "eval_map_Face_Shield": 0.1736, + "eval_map_Gloves": 0.026, + "eval_map_Goggles": 0.0983, + "eval_map_Mask": 0.0994, + "eval_map_large": 0.2705, + "eval_map_medium": 0.0843, + "eval_map_small": 0.0311, + "eval_mar_1": 0.1887, + "eval_mar_10": 0.2876, + "eval_mar_100": 0.3084, + "eval_mar_100_Coverall": 0.5122, + "eval_mar_100_Face_Shield": 0.3582, + "eval_mar_100_Gloves": 0.1473, + "eval_mar_100_Goggles": 0.2477, + "eval_mar_100_Mask": 0.2764, + "eval_mar_large": 0.4658, + "eval_mar_medium": 0.2588, + "eval_mar_small": 0.0599, + "eval_runtime": 21.4281, + "eval_samples_per_second": 7.0, + "eval_steps_per_second": 0.887, + "step": 5431 + }, + { + "epoch": 52.0, + "grad_norm": 17.710420608520508, + "learning_rate": 2.391037735849057e-05, + "loss": 1.4666, + "step": 5538 + }, + { + "epoch": 52.0, + "eval_loss": 1.7066164016723633, + "eval_map": 0.1556, + "eval_map_50": 0.383, + "eval_map_75": 0.0975, + "eval_map_Coverall": 0.3817, + "eval_map_Face_Shield": 0.1785, + "eval_map_Gloves": 0.0417, + "eval_map_Goggles": 0.0858, + "eval_map_Mask": 0.0901, + "eval_map_large": 0.2651, + "eval_map_medium": 0.0872, + "eval_map_small": 0.0367, + "eval_mar_1": 0.1789, + "eval_mar_10": 0.2809, + "eval_mar_100": 0.299, + "eval_mar_100_Coverall": 0.5212, + "eval_mar_100_Face_Shield": 0.338, + "eval_mar_100_Gloves": 0.1478, + "eval_mar_100_Goggles": 0.2308, + "eval_mar_100_Mask": 0.2573, + "eval_mar_large": 0.46, + "eval_mar_medium": 0.243, + "eval_mar_small": 0.0578, + "eval_runtime": 21.3861, + "eval_samples_per_second": 7.014, + "eval_steps_per_second": 0.888, + "step": 5538 + }, + { + "epoch": 52.99530516431925, + "grad_norm": 11.112462997436523, + "learning_rate": 2.3410377358490567e-05, + "loss": 1.4232, + "step": 5644 + }, + { + "epoch": 52.99530516431925, + "eval_loss": 1.65562903881073, + "eval_map": 0.1581, + "eval_map_50": 0.3949, + "eval_map_75": 0.1082, + "eval_map_Coverall": 0.3832, + "eval_map_Face_Shield": 0.1956, + "eval_map_Gloves": 0.0411, + "eval_map_Goggles": 0.086, + "eval_map_Mask": 0.0845, + "eval_map_large": 0.2785, + "eval_map_medium": 0.0939, + "eval_map_small": 0.0513, + "eval_mar_1": 0.1902, + "eval_mar_10": 0.2884, + "eval_mar_100": 0.3027, + "eval_mar_100_Coverall": 0.5077, + "eval_mar_100_Face_Shield": 0.343, + "eval_mar_100_Gloves": 0.1518, + "eval_mar_100_Goggles": 0.2477, + "eval_mar_100_Mask": 0.2631, + "eval_mar_large": 0.4741, + "eval_mar_medium": 0.2602, + "eval_mar_small": 0.0758, + "eval_runtime": 21.1496, + "eval_samples_per_second": 7.092, + "eval_steps_per_second": 0.898, + "step": 5644 + }, + { + "epoch": 54.0, + "grad_norm": 44.4763069152832, + "learning_rate": 2.290566037735849e-05, + "loss": 1.3967, + "step": 5751 + }, + { + "epoch": 54.0, + "eval_loss": 1.637856364250183, + "eval_map": 0.1576, + "eval_map_50": 0.3736, + "eval_map_75": 0.1091, + "eval_map_Coverall": 0.4106, + "eval_map_Face_Shield": 0.1672, + "eval_map_Gloves": 0.0393, + "eval_map_Goggles": 0.0772, + "eval_map_Mask": 0.0938, + "eval_map_large": 0.2809, + "eval_map_medium": 0.0855, + "eval_map_small": 0.0286, + "eval_mar_1": 0.1807, + "eval_mar_10": 0.2876, + "eval_mar_100": 0.304, + "eval_mar_100_Coverall": 0.5153, + "eval_mar_100_Face_Shield": 0.343, + "eval_mar_100_Gloves": 0.1554, + "eval_mar_100_Goggles": 0.2538, + "eval_mar_100_Mask": 0.2524, + "eval_mar_large": 0.4653, + "eval_mar_medium": 0.261, + "eval_mar_small": 0.0692, + "eval_runtime": 21.2918, + "eval_samples_per_second": 7.045, + "eval_steps_per_second": 0.892, + "step": 5751 + }, + { + "epoch": 54.99530516431925, + "grad_norm": 27.19460678100586, + "learning_rate": 2.2405660377358493e-05, + "loss": 1.3991, + "step": 5857 + }, + { + "epoch": 54.99530516431925, + "eval_loss": 1.630301833152771, + "eval_map": 0.159, + "eval_map_50": 0.3775, + "eval_map_75": 0.1122, + "eval_map_Coverall": 0.391, + "eval_map_Face_Shield": 0.1981, + "eval_map_Gloves": 0.0292, + "eval_map_Goggles": 0.0813, + "eval_map_Mask": 0.0956, + "eval_map_large": 0.2711, + "eval_map_medium": 0.0926, + "eval_map_small": 0.0492, + "eval_mar_1": 0.175, + "eval_mar_10": 0.2787, + "eval_mar_100": 0.2917, + "eval_mar_100_Coverall": 0.4883, + "eval_mar_100_Face_Shield": 0.3443, + "eval_mar_100_Gloves": 0.1612, + "eval_mar_100_Goggles": 0.2031, + "eval_mar_100_Mask": 0.2618, + "eval_mar_large": 0.4413, + "eval_mar_medium": 0.2474, + "eval_mar_small": 0.0695, + "eval_runtime": 21.4059, + "eval_samples_per_second": 7.007, + "eval_steps_per_second": 0.888, + "step": 5857 + }, + { + "epoch": 56.0, + "grad_norm": 32.76288604736328, + "learning_rate": 2.1900943396226417e-05, + "loss": 1.4042, + "step": 5964 + }, + { + "epoch": 56.0, + "eval_loss": 1.7797727584838867, + "eval_map": 0.156, + "eval_map_50": 0.3702, + "eval_map_75": 0.1023, + "eval_map_Coverall": 0.3591, + "eval_map_Face_Shield": 0.1804, + "eval_map_Gloves": 0.025, + "eval_map_Goggles": 0.1157, + "eval_map_Mask": 0.0999, + "eval_map_large": 0.263, + "eval_map_medium": 0.0955, + "eval_map_small": 0.04, + "eval_mar_1": 0.1829, + "eval_mar_10": 0.2902, + "eval_mar_100": 0.3054, + "eval_mar_100_Coverall": 0.5023, + "eval_mar_100_Face_Shield": 0.3835, + "eval_mar_100_Gloves": 0.1549, + "eval_mar_100_Goggles": 0.2354, + "eval_mar_100_Mask": 0.2511, + "eval_mar_large": 0.4798, + "eval_mar_medium": 0.2557, + "eval_mar_small": 0.0705, + "eval_runtime": 21.5577, + "eval_samples_per_second": 6.958, + "eval_steps_per_second": 0.881, + "step": 5964 + }, + { + "epoch": 56.99530516431925, + "grad_norm": 13.88284683227539, + "learning_rate": 2.1400943396226415e-05, + "loss": 1.4261, + "step": 6070 + }, + { + "epoch": 56.99530516431925, + "eval_loss": 1.6620361804962158, + "eval_map": 0.1651, + "eval_map_50": 0.4041, + "eval_map_75": 0.1224, + "eval_map_Coverall": 0.3914, + "eval_map_Face_Shield": 0.1638, + "eval_map_Gloves": 0.049, + "eval_map_Goggles": 0.1108, + "eval_map_Mask": 0.1103, + "eval_map_large": 0.2878, + "eval_map_medium": 0.0981, + "eval_map_small": 0.0457, + "eval_mar_1": 0.1901, + "eval_mar_10": 0.2866, + "eval_mar_100": 0.3036, + "eval_mar_100_Coverall": 0.5117, + "eval_mar_100_Face_Shield": 0.3671, + "eval_mar_100_Gloves": 0.1571, + "eval_mar_100_Goggles": 0.2231, + "eval_mar_100_Mask": 0.2591, + "eval_mar_large": 0.4776, + "eval_mar_medium": 0.2532, + "eval_mar_small": 0.056, + "eval_runtime": 21.2289, + "eval_samples_per_second": 7.066, + "eval_steps_per_second": 0.895, + "step": 6070 + }, + { + "epoch": 58.0, + "grad_norm": 20.634653091430664, + "learning_rate": 2.0896226415094343e-05, + "loss": 1.3426, + "step": 6177 + }, + { + "epoch": 58.0, + "eval_loss": 1.686620831489563, + "eval_map": 0.1603, + "eval_map_50": 0.3818, + "eval_map_75": 0.1085, + "eval_map_Coverall": 0.4003, + "eval_map_Face_Shield": 0.1915, + "eval_map_Gloves": 0.0415, + "eval_map_Goggles": 0.0801, + "eval_map_Mask": 0.088, + "eval_map_large": 0.2756, + "eval_map_medium": 0.0902, + "eval_map_small": 0.0434, + "eval_mar_1": 0.1814, + "eval_mar_10": 0.2874, + "eval_mar_100": 0.3042, + "eval_mar_100_Coverall": 0.5072, + "eval_mar_100_Face_Shield": 0.362, + "eval_mar_100_Gloves": 0.1638, + "eval_mar_100_Goggles": 0.2338, + "eval_mar_100_Mask": 0.2542, + "eval_mar_large": 0.4865, + "eval_mar_medium": 0.2566, + "eval_mar_small": 0.0642, + "eval_runtime": 22.1153, + "eval_samples_per_second": 6.783, + "eval_steps_per_second": 0.859, + "step": 6177 + }, + { + "epoch": 58.99530516431925, + "grad_norm": 17.550241470336914, + "learning_rate": 2.039622641509434e-05, + "loss": 1.3767, + "step": 6283 + }, + { + "epoch": 58.99530516431925, + "eval_loss": 1.6639606952667236, + "eval_map": 0.1736, + "eval_map_50": 0.4143, + "eval_map_75": 0.1183, + "eval_map_Coverall": 0.4073, + "eval_map_Face_Shield": 0.1951, + "eval_map_Gloves": 0.0475, + "eval_map_Goggles": 0.1082, + "eval_map_Mask": 0.1102, + "eval_map_large": 0.284, + "eval_map_medium": 0.1064, + "eval_map_small": 0.0574, + "eval_mar_1": 0.1988, + "eval_mar_10": 0.2947, + "eval_mar_100": 0.3099, + "eval_mar_100_Coverall": 0.5153, + "eval_mar_100_Face_Shield": 0.362, + "eval_mar_100_Gloves": 0.1621, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2591, + "eval_mar_large": 0.4757, + "eval_mar_medium": 0.2551, + "eval_mar_small": 0.0853, + "eval_runtime": 21.7108, + "eval_samples_per_second": 6.909, + "eval_steps_per_second": 0.875, + "step": 6283 + }, + { + "epoch": 60.0, + "grad_norm": 13.391592979431152, + "learning_rate": 1.9891509433962266e-05, + "loss": 1.3488, + "step": 6390 + }, + { + "epoch": 60.0, + "eval_loss": 1.6137361526489258, + "eval_map": 0.1797, + "eval_map_50": 0.4082, + "eval_map_75": 0.1283, + "eval_map_Coverall": 0.4246, + "eval_map_Face_Shield": 0.2009, + "eval_map_Gloves": 0.0501, + "eval_map_Goggles": 0.107, + "eval_map_Mask": 0.116, + "eval_map_large": 0.2906, + "eval_map_medium": 0.1096, + "eval_map_small": 0.0627, + "eval_mar_1": 0.1946, + "eval_mar_10": 0.3122, + "eval_mar_100": 0.3328, + "eval_mar_100_Coverall": 0.5347, + "eval_mar_100_Face_Shield": 0.4127, + "eval_mar_100_Gloves": 0.1821, + "eval_mar_100_Goggles": 0.2538, + "eval_mar_100_Mask": 0.2804, + "eval_mar_large": 0.4931, + "eval_mar_medium": 0.2789, + "eval_mar_small": 0.1079, + "eval_runtime": 21.3583, + "eval_samples_per_second": 7.023, + "eval_steps_per_second": 0.89, + "step": 6390 + }, + { + "epoch": 60.99530516431925, + "grad_norm": 11.767657279968262, + "learning_rate": 1.9391509433962267e-05, + "loss": 1.344, + "step": 6496 + }, + { + "epoch": 60.99530516431925, + "eval_loss": 1.716965913772583, + "eval_map": 0.165, + "eval_map_50": 0.4008, + "eval_map_75": 0.1088, + "eval_map_Coverall": 0.3946, + "eval_map_Face_Shield": 0.1956, + "eval_map_Gloves": 0.0472, + "eval_map_Goggles": 0.0812, + "eval_map_Mask": 0.1063, + "eval_map_large": 0.2954, + "eval_map_medium": 0.0987, + "eval_map_small": 0.0344, + "eval_mar_1": 0.1781, + "eval_mar_10": 0.2891, + "eval_mar_100": 0.309, + "eval_mar_100_Coverall": 0.4995, + "eval_mar_100_Face_Shield": 0.3924, + "eval_mar_100_Gloves": 0.1728, + "eval_mar_100_Goggles": 0.2185, + "eval_mar_100_Mask": 0.2618, + "eval_mar_large": 0.4943, + "eval_mar_medium": 0.2642, + "eval_mar_small": 0.0644, + "eval_runtime": 21.6133, + "eval_samples_per_second": 6.94, + "eval_steps_per_second": 0.879, + "step": 6496 + }, + { + "epoch": 62.0, + "grad_norm": 21.458805084228516, + "learning_rate": 1.8886792452830192e-05, + "loss": 1.321, + "step": 6603 + }, + { + "epoch": 62.0, + "eval_loss": 1.6496890783309937, + "eval_map": 0.1657, + "eval_map_50": 0.382, + "eval_map_75": 0.1255, + "eval_map_Coverall": 0.4011, + "eval_map_Face_Shield": 0.1808, + "eval_map_Gloves": 0.0428, + "eval_map_Goggles": 0.0975, + "eval_map_Mask": 0.1061, + "eval_map_large": 0.2747, + "eval_map_medium": 0.1018, + "eval_map_small": 0.0305, + "eval_mar_1": 0.1895, + "eval_mar_10": 0.2987, + "eval_mar_100": 0.3179, + "eval_mar_100_Coverall": 0.5131, + "eval_mar_100_Face_Shield": 0.3759, + "eval_mar_100_Gloves": 0.1777, + "eval_mar_100_Goggles": 0.2462, + "eval_mar_100_Mask": 0.2764, + "eval_mar_large": 0.4853, + "eval_mar_medium": 0.2646, + "eval_mar_small": 0.1041, + "eval_runtime": 21.7792, + "eval_samples_per_second": 6.887, + "eval_steps_per_second": 0.872, + "step": 6603 + }, + { + "epoch": 62.99530516431925, + "grad_norm": 12.443446159362793, + "learning_rate": 1.838679245283019e-05, + "loss": 1.3332, + "step": 6709 + }, + { + "epoch": 62.99530516431925, + "eval_loss": 1.6387423276901245, + "eval_map": 0.1815, + "eval_map_50": 0.4157, + "eval_map_75": 0.121, + "eval_map_Coverall": 0.4198, + "eval_map_Face_Shield": 0.1965, + "eval_map_Gloves": 0.06, + "eval_map_Goggles": 0.116, + "eval_map_Mask": 0.1154, + "eval_map_large": 0.3066, + "eval_map_medium": 0.1139, + "eval_map_small": 0.044, + "eval_mar_1": 0.1965, + "eval_mar_10": 0.3109, + "eval_mar_100": 0.3257, + "eval_mar_100_Coverall": 0.5414, + "eval_mar_100_Face_Shield": 0.3861, + "eval_mar_100_Gloves": 0.1826, + "eval_mar_100_Goggles": 0.2538, + "eval_mar_100_Mask": 0.2644, + "eval_mar_large": 0.4905, + "eval_mar_medium": 0.2677, + "eval_mar_small": 0.1023, + "eval_runtime": 21.6028, + "eval_samples_per_second": 6.944, + "eval_steps_per_second": 0.88, + "step": 6709 + }, + { + "epoch": 64.0, + "grad_norm": 28.94148063659668, + "learning_rate": 1.7882075471698114e-05, + "loss": 1.292, + "step": 6816 + }, + { + "epoch": 64.0, + "eval_loss": 1.6391239166259766, + "eval_map": 0.162, + "eval_map_50": 0.3895, + "eval_map_75": 0.1094, + "eval_map_Coverall": 0.3917, + "eval_map_Face_Shield": 0.1922, + "eval_map_Gloves": 0.0383, + "eval_map_Goggles": 0.0882, + "eval_map_Mask": 0.0996, + "eval_map_large": 0.2836, + "eval_map_medium": 0.0981, + "eval_map_small": 0.0612, + "eval_mar_1": 0.1855, + "eval_mar_10": 0.2972, + "eval_mar_100": 0.3151, + "eval_mar_100_Coverall": 0.518, + "eval_mar_100_Face_Shield": 0.3747, + "eval_mar_100_Gloves": 0.1625, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2698, + "eval_mar_large": 0.4797, + "eval_mar_medium": 0.2641, + "eval_mar_small": 0.1022, + "eval_runtime": 21.3545, + "eval_samples_per_second": 7.024, + "eval_steps_per_second": 0.89, + "step": 6816 + }, + { + "epoch": 64.99530516431925, + "grad_norm": 31.46132469177246, + "learning_rate": 1.7382075471698116e-05, + "loss": 1.3331, + "step": 6922 + }, + { + "epoch": 64.99530516431925, + "eval_loss": 1.7181018590927124, + "eval_map": 0.174, + "eval_map_50": 0.3932, + "eval_map_75": 0.1223, + "eval_map_Coverall": 0.4021, + "eval_map_Face_Shield": 0.2093, + "eval_map_Gloves": 0.0561, + "eval_map_Goggles": 0.1017, + "eval_map_Mask": 0.101, + "eval_map_large": 0.298, + "eval_map_medium": 0.1048, + "eval_map_small": 0.0637, + "eval_mar_1": 0.1982, + "eval_mar_10": 0.2995, + "eval_mar_100": 0.3191, + "eval_mar_100_Coverall": 0.5212, + "eval_mar_100_Face_Shield": 0.3772, + "eval_mar_100_Gloves": 0.1844, + "eval_mar_100_Goggles": 0.2338, + "eval_mar_100_Mask": 0.2791, + "eval_mar_large": 0.4683, + "eval_mar_medium": 0.2693, + "eval_mar_small": 0.1059, + "eval_runtime": 22.0815, + "eval_samples_per_second": 6.793, + "eval_steps_per_second": 0.86, + "step": 6922 + }, + { + "epoch": 66.0, + "grad_norm": 23.8968563079834, + "learning_rate": 1.687735849056604e-05, + "loss": 1.3324, + "step": 7029 + }, + { + "epoch": 66.0, + "eval_loss": 1.6921433210372925, + "eval_map": 0.1667, + "eval_map_50": 0.4052, + "eval_map_75": 0.1196, + "eval_map_Coverall": 0.3844, + "eval_map_Face_Shield": 0.1909, + "eval_map_Gloves": 0.0456, + "eval_map_Goggles": 0.0996, + "eval_map_Mask": 0.1131, + "eval_map_large": 0.2702, + "eval_map_medium": 0.1044, + "eval_map_small": 0.0659, + "eval_mar_1": 0.1922, + "eval_mar_10": 0.3001, + "eval_mar_100": 0.3181, + "eval_mar_100_Coverall": 0.5189, + "eval_mar_100_Face_Shield": 0.3722, + "eval_mar_100_Gloves": 0.1879, + "eval_mar_100_Goggles": 0.2354, + "eval_mar_100_Mask": 0.276, + "eval_mar_large": 0.4613, + "eval_mar_medium": 0.2691, + "eval_mar_small": 0.1033, + "eval_runtime": 21.4634, + "eval_samples_per_second": 6.989, + "eval_steps_per_second": 0.885, + "step": 7029 + }, + { + "epoch": 66.99530516431925, + "grad_norm": 8.356986999511719, + "learning_rate": 1.637735849056604e-05, + "loss": 1.3261, + "step": 7135 + }, + { + "epoch": 66.99530516431925, + "eval_loss": 1.6774135828018188, + "eval_map": 0.1684, + "eval_map_50": 0.3988, + "eval_map_75": 0.1233, + "eval_map_Coverall": 0.3979, + "eval_map_Face_Shield": 0.1807, + "eval_map_Gloves": 0.0551, + "eval_map_Goggles": 0.0949, + "eval_map_Mask": 0.1133, + "eval_map_large": 0.298, + "eval_map_medium": 0.1024, + "eval_map_small": 0.0549, + "eval_mar_1": 0.1961, + "eval_mar_10": 0.3063, + "eval_mar_100": 0.3225, + "eval_mar_100_Coverall": 0.5297, + "eval_mar_100_Face_Shield": 0.3722, + "eval_mar_100_Gloves": 0.1777, + "eval_mar_100_Goggles": 0.24, + "eval_mar_100_Mask": 0.2929, + "eval_mar_large": 0.474, + "eval_mar_medium": 0.2696, + "eval_mar_small": 0.1025, + "eval_runtime": 21.3321, + "eval_samples_per_second": 7.032, + "eval_steps_per_second": 0.891, + "step": 7135 + }, + { + "epoch": 68.0, + "grad_norm": 24.21072769165039, + "learning_rate": 1.5872641509433963e-05, + "loss": 1.3132, + "step": 7242 + }, + { + "epoch": 68.0, + "eval_loss": 1.7971062660217285, + "eval_map": 0.1649, + "eval_map_50": 0.4043, + "eval_map_75": 0.1165, + "eval_map_Coverall": 0.3584, + "eval_map_Face_Shield": 0.2037, + "eval_map_Gloves": 0.0478, + "eval_map_Goggles": 0.0936, + "eval_map_Mask": 0.1212, + "eval_map_large": 0.2793, + "eval_map_medium": 0.1038, + "eval_map_small": 0.0504, + "eval_mar_1": 0.1944, + "eval_mar_10": 0.3032, + "eval_mar_100": 0.3156, + "eval_mar_100_Coverall": 0.4968, + "eval_mar_100_Face_Shield": 0.3582, + "eval_mar_100_Gloves": 0.179, + "eval_mar_100_Goggles": 0.2538, + "eval_mar_100_Mask": 0.2902, + "eval_mar_large": 0.4679, + "eval_mar_medium": 0.2693, + "eval_mar_small": 0.1036, + "eval_runtime": 21.6532, + "eval_samples_per_second": 6.927, + "eval_steps_per_second": 0.877, + "step": 7242 + }, + { + "epoch": 68.99530516431925, + "grad_norm": 22.00910186767578, + "learning_rate": 1.5372641509433964e-05, + "loss": 1.324, + "step": 7348 + }, + { + "epoch": 68.99530516431925, + "eval_loss": 1.678220272064209, + "eval_map": 0.1674, + "eval_map_50": 0.4099, + "eval_map_75": 0.1122, + "eval_map_Coverall": 0.3704, + "eval_map_Face_Shield": 0.1761, + "eval_map_Gloves": 0.071, + "eval_map_Goggles": 0.1057, + "eval_map_Mask": 0.1141, + "eval_map_large": 0.2975, + "eval_map_medium": 0.0993, + "eval_map_small": 0.0559, + "eval_mar_1": 0.1934, + "eval_mar_10": 0.3001, + "eval_mar_100": 0.3181, + "eval_mar_100_Coverall": 0.5014, + "eval_mar_100_Face_Shield": 0.3481, + "eval_mar_100_Gloves": 0.2, + "eval_mar_100_Goggles": 0.2631, + "eval_mar_100_Mask": 0.2778, + "eval_mar_large": 0.4745, + "eval_mar_medium": 0.2676, + "eval_mar_small": 0.1136, + "eval_runtime": 21.4724, + "eval_samples_per_second": 6.986, + "eval_steps_per_second": 0.885, + "step": 7348 + }, + { + "epoch": 70.0, + "grad_norm": 14.032930374145508, + "learning_rate": 1.4867924528301889e-05, + "loss": 1.3011, + "step": 7455 + }, + { + "epoch": 70.0, + "eval_loss": 1.6434974670410156, + "eval_map": 0.1819, + "eval_map_50": 0.4205, + "eval_map_75": 0.1373, + "eval_map_Coverall": 0.399, + "eval_map_Face_Shield": 0.2088, + "eval_map_Gloves": 0.058, + "eval_map_Goggles": 0.1218, + "eval_map_Mask": 0.1217, + "eval_map_large": 0.3071, + "eval_map_medium": 0.1114, + "eval_map_small": 0.0764, + "eval_mar_1": 0.1995, + "eval_mar_10": 0.3137, + "eval_mar_100": 0.3306, + "eval_mar_100_Coverall": 0.5176, + "eval_mar_100_Face_Shield": 0.3937, + "eval_mar_100_Gloves": 0.1871, + "eval_mar_100_Goggles": 0.2554, + "eval_mar_100_Mask": 0.2991, + "eval_mar_large": 0.5099, + "eval_mar_medium": 0.2735, + "eval_mar_small": 0.1205, + "eval_runtime": 21.4549, + "eval_samples_per_second": 6.991, + "eval_steps_per_second": 0.886, + "step": 7455 + }, + { + "epoch": 70.99530516431925, + "grad_norm": 12.436689376831055, + "learning_rate": 1.4367924528301887e-05, + "loss": 1.3031, + "step": 7561 + }, + { + "epoch": 70.99530516431925, + "eval_loss": 1.6344305276870728, + "eval_map": 0.1757, + "eval_map_50": 0.4229, + "eval_map_75": 0.1187, + "eval_map_Coverall": 0.3853, + "eval_map_Face_Shield": 0.2068, + "eval_map_Gloves": 0.0501, + "eval_map_Goggles": 0.1095, + "eval_map_Mask": 0.1267, + "eval_map_large": 0.2838, + "eval_map_medium": 0.1092, + "eval_map_small": 0.0708, + "eval_mar_1": 0.2023, + "eval_mar_10": 0.315, + "eval_mar_100": 0.3348, + "eval_mar_100_Coverall": 0.5257, + "eval_mar_100_Face_Shield": 0.3797, + "eval_mar_100_Gloves": 0.1897, + "eval_mar_100_Goggles": 0.2738, + "eval_mar_100_Mask": 0.3049, + "eval_mar_large": 0.4978, + "eval_mar_medium": 0.2775, + "eval_mar_small": 0.1184, + "eval_runtime": 21.0681, + "eval_samples_per_second": 7.12, + "eval_steps_per_second": 0.902, + "step": 7561 + }, + { + "epoch": 72.0, + "grad_norm": 33.88200378417969, + "learning_rate": 1.3863207547169813e-05, + "loss": 1.2963, + "step": 7668 + }, + { + "epoch": 72.0, + "eval_loss": 1.6739623546600342, + "eval_map": 0.1751, + "eval_map_50": 0.4093, + "eval_map_75": 0.1345, + "eval_map_Coverall": 0.3911, + "eval_map_Face_Shield": 0.1979, + "eval_map_Gloves": 0.0605, + "eval_map_Goggles": 0.1028, + "eval_map_Mask": 0.1232, + "eval_map_large": 0.3015, + "eval_map_medium": 0.1129, + "eval_map_small": 0.0502, + "eval_mar_1": 0.1998, + "eval_mar_10": 0.3137, + "eval_mar_100": 0.3323, + "eval_mar_100_Coverall": 0.5086, + "eval_mar_100_Face_Shield": 0.4013, + "eval_mar_100_Gloves": 0.1915, + "eval_mar_100_Goggles": 0.2646, + "eval_mar_100_Mask": 0.2956, + "eval_mar_large": 0.4791, + "eval_mar_medium": 0.2898, + "eval_mar_small": 0.1253, + "eval_runtime": 21.6805, + "eval_samples_per_second": 6.919, + "eval_steps_per_second": 0.876, + "step": 7668 + }, + { + "epoch": 72.99530516431925, + "grad_norm": 29.848752975463867, + "learning_rate": 1.3363207547169811e-05, + "loss": 1.3159, + "step": 7774 + }, + { + "epoch": 72.99530516431925, + "eval_loss": 1.645324945449829, + "eval_map": 0.1765, + "eval_map_50": 0.406, + "eval_map_75": 0.1245, + "eval_map_Coverall": 0.3957, + "eval_map_Face_Shield": 0.193, + "eval_map_Gloves": 0.0686, + "eval_map_Goggles": 0.1138, + "eval_map_Mask": 0.1113, + "eval_map_large": 0.3011, + "eval_map_medium": 0.1195, + "eval_map_small": 0.04, + "eval_mar_1": 0.2, + "eval_mar_10": 0.3046, + "eval_mar_100": 0.3237, + "eval_mar_100_Coverall": 0.5342, + "eval_mar_100_Face_Shield": 0.362, + "eval_mar_100_Gloves": 0.1906, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2809, + "eval_mar_large": 0.4844, + "eval_mar_medium": 0.2762, + "eval_mar_small": 0.0953, + "eval_runtime": 21.4969, + "eval_samples_per_second": 6.978, + "eval_steps_per_second": 0.884, + "step": 7774 + }, + { + "epoch": 74.0, + "grad_norm": 16.208511352539062, + "learning_rate": 1.2858490566037738e-05, + "loss": 1.2604, + "step": 7881 + }, + { + "epoch": 74.0, + "eval_loss": 1.683624505996704, + "eval_map": 0.18, + "eval_map_50": 0.4254, + "eval_map_75": 0.1246, + "eval_map_Coverall": 0.398, + "eval_map_Face_Shield": 0.2047, + "eval_map_Gloves": 0.0588, + "eval_map_Goggles": 0.1201, + "eval_map_Mask": 0.1182, + "eval_map_large": 0.3239, + "eval_map_medium": 0.1103, + "eval_map_small": 0.0493, + "eval_mar_1": 0.202, + "eval_mar_10": 0.3113, + "eval_mar_100": 0.3243, + "eval_mar_100_Coverall": 0.523, + "eval_mar_100_Face_Shield": 0.3557, + "eval_mar_100_Gloves": 0.1987, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2933, + "eval_mar_large": 0.4983, + "eval_mar_medium": 0.2763, + "eval_mar_small": 0.0903, + "eval_runtime": 21.4016, + "eval_samples_per_second": 7.009, + "eval_steps_per_second": 0.888, + "step": 7881 + }, + { + "epoch": 74.99530516431925, + "grad_norm": 12.275335311889648, + "learning_rate": 1.2358490566037737e-05, + "loss": 1.2683, + "step": 7987 + }, + { + "epoch": 74.99530516431925, + "eval_loss": 1.6440472602844238, + "eval_map": 0.1906, + "eval_map_50": 0.4422, + "eval_map_75": 0.1299, + "eval_map_Coverall": 0.42, + "eval_map_Face_Shield": 0.2163, + "eval_map_Gloves": 0.0633, + "eval_map_Goggles": 0.1176, + "eval_map_Mask": 0.1357, + "eval_map_large": 0.341, + "eval_map_medium": 0.1182, + "eval_map_small": 0.0576, + "eval_mar_1": 0.2042, + "eval_mar_10": 0.3159, + "eval_mar_100": 0.3332, + "eval_mar_100_Coverall": 0.5378, + "eval_mar_100_Face_Shield": 0.3861, + "eval_mar_100_Gloves": 0.2116, + "eval_mar_100_Goggles": 0.2369, + "eval_mar_100_Mask": 0.2933, + "eval_mar_large": 0.5029, + "eval_mar_medium": 0.2833, + "eval_mar_small": 0.1092, + "eval_runtime": 21.5286, + "eval_samples_per_second": 6.967, + "eval_steps_per_second": 0.883, + "step": 7987 + }, + { + "epoch": 76.0, + "grad_norm": 15.429193496704102, + "learning_rate": 1.1853773584905662e-05, + "loss": 1.241, + "step": 8094 + }, + { + "epoch": 76.0, + "eval_loss": 1.5971206426620483, + "eval_map": 0.1852, + "eval_map_50": 0.435, + "eval_map_75": 0.1423, + "eval_map_Coverall": 0.4198, + "eval_map_Face_Shield": 0.2201, + "eval_map_Gloves": 0.0611, + "eval_map_Goggles": 0.1017, + "eval_map_Mask": 0.1234, + "eval_map_large": 0.3188, + "eval_map_medium": 0.1171, + "eval_map_small": 0.0606, + "eval_mar_1": 0.202, + "eval_mar_10": 0.3174, + "eval_mar_100": 0.3334, + "eval_mar_100_Coverall": 0.5541, + "eval_mar_100_Face_Shield": 0.3911, + "eval_mar_100_Gloves": 0.1951, + "eval_mar_100_Goggles": 0.2462, + "eval_mar_100_Mask": 0.2804, + "eval_mar_large": 0.5074, + "eval_mar_medium": 0.2891, + "eval_mar_small": 0.0747, + "eval_runtime": 22.3949, + "eval_samples_per_second": 6.698, + "eval_steps_per_second": 0.848, + "step": 8094 + }, + { + "epoch": 76.99530516431925, + "grad_norm": 13.993119239807129, + "learning_rate": 1.1353773584905662e-05, + "loss": 1.2677, + "step": 8200 + }, + { + "epoch": 76.99530516431925, + "eval_loss": 1.6229848861694336, + "eval_map": 0.1909, + "eval_map_50": 0.4261, + "eval_map_75": 0.1459, + "eval_map_Coverall": 0.4135, + "eval_map_Face_Shield": 0.2174, + "eval_map_Gloves": 0.0608, + "eval_map_Goggles": 0.1205, + "eval_map_Mask": 0.1422, + "eval_map_large": 0.3155, + "eval_map_medium": 0.1245, + "eval_map_small": 0.0615, + "eval_mar_1": 0.2134, + "eval_mar_10": 0.3217, + "eval_mar_100": 0.3455, + "eval_mar_100_Coverall": 0.5351, + "eval_mar_100_Face_Shield": 0.3899, + "eval_mar_100_Gloves": 0.2058, + "eval_mar_100_Goggles": 0.2923, + "eval_mar_100_Mask": 0.3044, + "eval_mar_large": 0.5123, + "eval_mar_medium": 0.3022, + "eval_mar_small": 0.119, + "eval_runtime": 21.649, + "eval_samples_per_second": 6.929, + "eval_steps_per_second": 0.878, + "step": 8200 + }, + { + "epoch": 78.0, + "grad_norm": 20.460588455200195, + "learning_rate": 1.0849056603773586e-05, + "loss": 1.245, + "step": 8307 + }, + { + "epoch": 78.0, + "eval_loss": 1.6832751035690308, + "eval_map": 0.1821, + "eval_map_50": 0.4127, + "eval_map_75": 0.1356, + "eval_map_Coverall": 0.414, + "eval_map_Face_Shield": 0.2024, + "eval_map_Gloves": 0.0569, + "eval_map_Goggles": 0.0956, + "eval_map_Mask": 0.1415, + "eval_map_large": 0.3053, + "eval_map_medium": 0.1236, + "eval_map_small": 0.035, + "eval_mar_1": 0.1978, + "eval_mar_10": 0.3071, + "eval_mar_100": 0.327, + "eval_mar_100_Coverall": 0.5365, + "eval_mar_100_Face_Shield": 0.3595, + "eval_mar_100_Gloves": 0.1951, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2933, + "eval_mar_large": 0.4838, + "eval_mar_medium": 0.285, + "eval_mar_small": 0.09, + "eval_runtime": 21.2669, + "eval_samples_per_second": 7.053, + "eval_steps_per_second": 0.893, + "step": 8307 + }, + { + "epoch": 78.99530516431925, + "grad_norm": 15.477652549743652, + "learning_rate": 1.0349056603773586e-05, + "loss": 1.2416, + "step": 8413 + }, + { + "epoch": 78.99530516431925, + "eval_loss": 1.7049665451049805, + "eval_map": 0.1697, + "eval_map_50": 0.3998, + "eval_map_75": 0.1227, + "eval_map_Coverall": 0.4069, + "eval_map_Face_Shield": 0.1939, + "eval_map_Gloves": 0.0594, + "eval_map_Goggles": 0.0705, + "eval_map_Mask": 0.1178, + "eval_map_large": 0.3167, + "eval_map_medium": 0.1043, + "eval_map_small": 0.0276, + "eval_mar_1": 0.1832, + "eval_mar_10": 0.2958, + "eval_mar_100": 0.3162, + "eval_mar_100_Coverall": 0.5288, + "eval_mar_100_Face_Shield": 0.3342, + "eval_mar_100_Gloves": 0.1987, + "eval_mar_100_Goggles": 0.2446, + "eval_mar_100_Mask": 0.2747, + "eval_mar_large": 0.4907, + "eval_mar_medium": 0.2696, + "eval_mar_small": 0.0792, + "eval_runtime": 21.4953, + "eval_samples_per_second": 6.978, + "eval_steps_per_second": 0.884, + "step": 8413 + }, + { + "epoch": 80.0, + "grad_norm": 13.433796882629395, + "learning_rate": 9.84433962264151e-06, + "loss": 1.2787, + "step": 8520 + }, + { + "epoch": 80.0, + "eval_loss": 1.764959454536438, + "eval_map": 0.1677, + "eval_map_50": 0.383, + "eval_map_75": 0.135, + "eval_map_Coverall": 0.4037, + "eval_map_Face_Shield": 0.1825, + "eval_map_Gloves": 0.0679, + "eval_map_Goggles": 0.0722, + "eval_map_Mask": 0.1121, + "eval_map_large": 0.3038, + "eval_map_medium": 0.1064, + "eval_map_small": 0.0326, + "eval_mar_1": 0.188, + "eval_mar_10": 0.2946, + "eval_mar_100": 0.3094, + "eval_mar_100_Coverall": 0.527, + "eval_mar_100_Face_Shield": 0.3253, + "eval_mar_100_Gloves": 0.2089, + "eval_mar_100_Goggles": 0.2231, + "eval_mar_100_Mask": 0.2627, + "eval_mar_large": 0.4925, + "eval_mar_medium": 0.2522, + "eval_mar_small": 0.0844, + "eval_runtime": 22.3229, + "eval_samples_per_second": 6.72, + "eval_steps_per_second": 0.851, + "step": 8520 + }, + { + "epoch": 80.99530516431925, + "grad_norm": 8.916115760803223, + "learning_rate": 9.349056603773585e-06, + "loss": 1.3253, + "step": 8626 + }, + { + "epoch": 80.99530516431925, + "eval_loss": 1.6970305442810059, + "eval_map": 0.1684, + "eval_map_50": 0.383, + "eval_map_75": 0.1286, + "eval_map_Coverall": 0.4076, + "eval_map_Face_Shield": 0.1941, + "eval_map_Gloves": 0.0586, + "eval_map_Goggles": 0.0761, + "eval_map_Mask": 0.1055, + "eval_map_large": 0.3079, + "eval_map_medium": 0.099, + "eval_map_small": 0.0389, + "eval_mar_1": 0.1966, + "eval_mar_10": 0.3, + "eval_mar_100": 0.3188, + "eval_mar_100_Coverall": 0.5311, + "eval_mar_100_Face_Shield": 0.3519, + "eval_mar_100_Gloves": 0.2071, + "eval_mar_100_Goggles": 0.2308, + "eval_mar_100_Mask": 0.2733, + "eval_mar_large": 0.4905, + "eval_mar_medium": 0.261, + "eval_mar_small": 0.0939, + "eval_runtime": 21.4704, + "eval_samples_per_second": 6.986, + "eval_steps_per_second": 0.885, + "step": 8626 + }, + { + "epoch": 82.0, + "grad_norm": 21.933347702026367, + "learning_rate": 8.84433962264151e-06, + "loss": 1.2928, + "step": 8733 + }, + { + "epoch": 82.0, + "eval_loss": 1.672663688659668, + "eval_map": 0.1751, + "eval_map_50": 0.3922, + "eval_map_75": 0.1327, + "eval_map_Coverall": 0.4158, + "eval_map_Face_Shield": 0.1933, + "eval_map_Gloves": 0.0596, + "eval_map_Goggles": 0.0965, + "eval_map_Mask": 0.1104, + "eval_map_large": 0.3128, + "eval_map_medium": 0.1053, + "eval_map_small": 0.0342, + "eval_mar_1": 0.193, + "eval_mar_10": 0.3038, + "eval_mar_100": 0.3212, + "eval_mar_100_Coverall": 0.5342, + "eval_mar_100_Face_Shield": 0.3544, + "eval_mar_100_Gloves": 0.2022, + "eval_mar_100_Goggles": 0.2446, + "eval_mar_100_Mask": 0.2707, + "eval_mar_large": 0.5002, + "eval_mar_medium": 0.2658, + "eval_mar_small": 0.0816, + "eval_runtime": 22.0085, + "eval_samples_per_second": 6.816, + "eval_steps_per_second": 0.863, + "step": 8733 + }, + { + "epoch": 82.99530516431925, + "grad_norm": 28.9768123626709, + "learning_rate": 8.34433962264151e-06, + "loss": 1.2698, + "step": 8839 + }, + { + "epoch": 82.99530516431925, + "eval_loss": 1.6783039569854736, + "eval_map": 0.1781, + "eval_map_50": 0.4056, + "eval_map_75": 0.13, + "eval_map_Coverall": 0.4106, + "eval_map_Face_Shield": 0.2111, + "eval_map_Gloves": 0.0581, + "eval_map_Goggles": 0.096, + "eval_map_Mask": 0.115, + "eval_map_large": 0.3302, + "eval_map_medium": 0.1008, + "eval_map_small": 0.0505, + "eval_mar_1": 0.2022, + "eval_mar_10": 0.3003, + "eval_mar_100": 0.3211, + "eval_mar_100_Coverall": 0.5392, + "eval_mar_100_Face_Shield": 0.3722, + "eval_mar_100_Gloves": 0.1929, + "eval_mar_100_Goggles": 0.2477, + "eval_mar_100_Mask": 0.2538, + "eval_mar_large": 0.5081, + "eval_mar_medium": 0.273, + "eval_mar_small": 0.0776, + "eval_runtime": 21.5838, + "eval_samples_per_second": 6.95, + "eval_steps_per_second": 0.88, + "step": 8839 + }, + { + "epoch": 84.0, + "grad_norm": 20.273963928222656, + "learning_rate": 7.839622641509434e-06, + "loss": 1.2576, + "step": 8946 + }, + { + "epoch": 84.0, + "eval_loss": 1.6657447814941406, + "eval_map": 0.1887, + "eval_map_50": 0.4251, + "eval_map_75": 0.1464, + "eval_map_Coverall": 0.4211, + "eval_map_Face_Shield": 0.2224, + "eval_map_Gloves": 0.0711, + "eval_map_Goggles": 0.1144, + "eval_map_Mask": 0.1145, + "eval_map_large": 0.3201, + "eval_map_medium": 0.1218, + "eval_map_small": 0.0594, + "eval_mar_1": 0.2036, + "eval_mar_10": 0.3098, + "eval_mar_100": 0.3264, + "eval_mar_100_Coverall": 0.5401, + "eval_mar_100_Face_Shield": 0.3797, + "eval_mar_100_Gloves": 0.1969, + "eval_mar_100_Goggles": 0.2492, + "eval_mar_100_Mask": 0.2662, + "eval_mar_large": 0.4914, + "eval_mar_medium": 0.2757, + "eval_mar_small": 0.089, + "eval_runtime": 21.5575, + "eval_samples_per_second": 6.958, + "eval_steps_per_second": 0.881, + "step": 8946 + }, + { + "epoch": 84.99530516431925, + "grad_norm": 17.54804801940918, + "learning_rate": 7.339622641509435e-06, + "loss": 1.2684, + "step": 9052 + }, + { + "epoch": 84.99530516431925, + "eval_loss": 1.605942726135254, + "eval_map": 0.1868, + "eval_map_50": 0.4275, + "eval_map_75": 0.1465, + "eval_map_Coverall": 0.4249, + "eval_map_Face_Shield": 0.202, + "eval_map_Gloves": 0.0698, + "eval_map_Goggles": 0.1142, + "eval_map_Mask": 0.123, + "eval_map_large": 0.3274, + "eval_map_medium": 0.1197, + "eval_map_small": 0.0689, + "eval_mar_1": 0.2071, + "eval_mar_10": 0.316, + "eval_mar_100": 0.3318, + "eval_mar_100_Coverall": 0.5414, + "eval_mar_100_Face_Shield": 0.3785, + "eval_mar_100_Gloves": 0.2076, + "eval_mar_100_Goggles": 0.2446, + "eval_mar_100_Mask": 0.2867, + "eval_mar_large": 0.5061, + "eval_mar_medium": 0.2798, + "eval_mar_small": 0.098, + "eval_runtime": 21.8435, + "eval_samples_per_second": 6.867, + "eval_steps_per_second": 0.87, + "step": 9052 + }, + { + "epoch": 86.0, + "grad_norm": 30.163524627685547, + "learning_rate": 6.8349056603773584e-06, + "loss": 1.2139, + "step": 9159 + }, + { + "epoch": 86.0, + "eval_loss": 1.6737394332885742, + "eval_map": 0.179, + "eval_map_50": 0.4036, + "eval_map_75": 0.1311, + "eval_map_Coverall": 0.4209, + "eval_map_Face_Shield": 0.1797, + "eval_map_Gloves": 0.0633, + "eval_map_Goggles": 0.1148, + "eval_map_Mask": 0.1163, + "eval_map_large": 0.3285, + "eval_map_medium": 0.108, + "eval_map_small": 0.0531, + "eval_mar_1": 0.198, + "eval_mar_10": 0.3064, + "eval_mar_100": 0.3235, + "eval_mar_100_Coverall": 0.5338, + "eval_mar_100_Face_Shield": 0.3608, + "eval_mar_100_Gloves": 0.204, + "eval_mar_100_Goggles": 0.24, + "eval_mar_100_Mask": 0.2791, + "eval_mar_large": 0.5049, + "eval_mar_medium": 0.2728, + "eval_mar_small": 0.0884, + "eval_runtime": 21.4828, + "eval_samples_per_second": 6.982, + "eval_steps_per_second": 0.884, + "step": 9159 + }, + { + "epoch": 86.99530516431925, + "grad_norm": 11.265758514404297, + "learning_rate": 6.334905660377359e-06, + "loss": 1.2115, + "step": 9265 + }, + { + "epoch": 86.99530516431925, + "eval_loss": 1.636102557182312, + "eval_map": 0.1782, + "eval_map_50": 0.4103, + "eval_map_75": 0.1284, + "eval_map_Coverall": 0.4221, + "eval_map_Face_Shield": 0.1971, + "eval_map_Gloves": 0.0676, + "eval_map_Goggles": 0.0939, + "eval_map_Mask": 0.1104, + "eval_map_large": 0.3287, + "eval_map_medium": 0.1059, + "eval_map_small": 0.0584, + "eval_mar_1": 0.1994, + "eval_mar_10": 0.3074, + "eval_mar_100": 0.3244, + "eval_mar_100_Coverall": 0.5329, + "eval_mar_100_Face_Shield": 0.3671, + "eval_mar_100_Gloves": 0.2094, + "eval_mar_100_Goggles": 0.2231, + "eval_mar_100_Mask": 0.2893, + "eval_mar_large": 0.5104, + "eval_mar_medium": 0.2708, + "eval_mar_small": 0.0959, + "eval_runtime": 21.6326, + "eval_samples_per_second": 6.934, + "eval_steps_per_second": 0.878, + "step": 9265 + }, + { + "epoch": 88.0, + "grad_norm": 14.064023971557617, + "learning_rate": 5.830188679245284e-06, + "loss": 1.1991, + "step": 9372 + }, + { + "epoch": 88.0, + "eval_loss": 1.6664386987686157, + "eval_map": 0.185, + "eval_map_50": 0.4126, + "eval_map_75": 0.1371, + "eval_map_Coverall": 0.4191, + "eval_map_Face_Shield": 0.2107, + "eval_map_Gloves": 0.067, + "eval_map_Goggles": 0.1185, + "eval_map_Mask": 0.1096, + "eval_map_large": 0.3265, + "eval_map_medium": 0.1106, + "eval_map_small": 0.0786, + "eval_mar_1": 0.2066, + "eval_mar_10": 0.308, + "eval_mar_100": 0.3264, + "eval_mar_100_Coverall": 0.5288, + "eval_mar_100_Face_Shield": 0.3658, + "eval_mar_100_Gloves": 0.2098, + "eval_mar_100_Goggles": 0.2523, + "eval_mar_100_Mask": 0.2751, + "eval_mar_large": 0.4988, + "eval_mar_medium": 0.274, + "eval_mar_small": 0.1081, + "eval_runtime": 21.6464, + "eval_samples_per_second": 6.93, + "eval_steps_per_second": 0.878, + "step": 9372 + }, + { + "epoch": 88.99530516431925, + "grad_norm": 33.894126892089844, + "learning_rate": 5.330188679245283e-06, + "loss": 1.2357, + "step": 9478 + }, + { + "epoch": 88.99530516431925, + "eval_loss": 1.6905056238174438, + "eval_map": 0.1851, + "eval_map_50": 0.4145, + "eval_map_75": 0.1407, + "eval_map_Coverall": 0.4203, + "eval_map_Face_Shield": 0.2132, + "eval_map_Gloves": 0.0704, + "eval_map_Goggles": 0.1139, + "eval_map_Mask": 0.1076, + "eval_map_large": 0.3294, + "eval_map_medium": 0.1152, + "eval_map_small": 0.0774, + "eval_mar_1": 0.2065, + "eval_mar_10": 0.3061, + "eval_mar_100": 0.3229, + "eval_mar_100_Coverall": 0.5356, + "eval_mar_100_Face_Shield": 0.3481, + "eval_mar_100_Gloves": 0.2103, + "eval_mar_100_Goggles": 0.2431, + "eval_mar_100_Mask": 0.2773, + "eval_mar_large": 0.5086, + "eval_mar_medium": 0.2681, + "eval_mar_small": 0.108, + "eval_runtime": 22.0914, + "eval_samples_per_second": 6.79, + "eval_steps_per_second": 0.86, + "step": 9478 + }, + { + "epoch": 90.0, + "grad_norm": 30.979032516479492, + "learning_rate": 4.825471698113208e-06, + "loss": 1.2144, + "step": 9585 + }, + { + "epoch": 90.0, + "eval_loss": 1.6023943424224854, + "eval_map": 0.1937, + "eval_map_50": 0.433, + "eval_map_75": 0.1482, + "eval_map_Coverall": 0.4231, + "eval_map_Face_Shield": 0.2215, + "eval_map_Gloves": 0.0744, + "eval_map_Goggles": 0.1363, + "eval_map_Mask": 0.1133, + "eval_map_large": 0.3249, + "eval_map_medium": 0.1261, + "eval_map_small": 0.0756, + "eval_mar_1": 0.2137, + "eval_mar_10": 0.3164, + "eval_mar_100": 0.3326, + "eval_mar_100_Coverall": 0.5401, + "eval_mar_100_Face_Shield": 0.3722, + "eval_mar_100_Gloves": 0.2188, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2813, + "eval_mar_large": 0.5022, + "eval_mar_medium": 0.2726, + "eval_mar_small": 0.1134, + "eval_runtime": 21.3823, + "eval_samples_per_second": 7.015, + "eval_steps_per_second": 0.889, + "step": 9585 + }, + { + "epoch": 90.99530516431925, + "grad_norm": 39.62751770019531, + "learning_rate": 4.325471698113208e-06, + "loss": 1.1585, + "step": 9691 + }, + { + "epoch": 90.99530516431925, + "eval_loss": 1.631679892539978, + "eval_map": 0.1949, + "eval_map_50": 0.4222, + "eval_map_75": 0.1524, + "eval_map_Coverall": 0.4313, + "eval_map_Face_Shield": 0.2239, + "eval_map_Gloves": 0.0729, + "eval_map_Goggles": 0.1282, + "eval_map_Mask": 0.1181, + "eval_map_large": 0.3261, + "eval_map_medium": 0.1249, + "eval_map_small": 0.0821, + "eval_mar_1": 0.2104, + "eval_mar_10": 0.3193, + "eval_mar_100": 0.3351, + "eval_mar_100_Coverall": 0.5495, + "eval_mar_100_Face_Shield": 0.3709, + "eval_mar_100_Gloves": 0.2152, + "eval_mar_100_Goggles": 0.2554, + "eval_mar_100_Mask": 0.2844, + "eval_mar_large": 0.5104, + "eval_mar_medium": 0.2741, + "eval_mar_small": 0.1178, + "eval_runtime": 21.8521, + "eval_samples_per_second": 6.864, + "eval_steps_per_second": 0.869, + "step": 9691 + }, + { + "epoch": 92.0, + "grad_norm": 17.74980354309082, + "learning_rate": 3.820754716981132e-06, + "loss": 1.1517, + "step": 9798 + }, + { + "epoch": 92.0, + "eval_loss": 1.6205320358276367, + "eval_map": 0.1936, + "eval_map_50": 0.4255, + "eval_map_75": 0.1621, + "eval_map_Coverall": 0.4153, + "eval_map_Face_Shield": 0.2211, + "eval_map_Gloves": 0.0831, + "eval_map_Goggles": 0.125, + "eval_map_Mask": 0.1237, + "eval_map_large": 0.3272, + "eval_map_medium": 0.1274, + "eval_map_small": 0.0805, + "eval_mar_1": 0.2122, + "eval_mar_10": 0.3169, + "eval_mar_100": 0.3363, + "eval_mar_100_Coverall": 0.5306, + "eval_mar_100_Face_Shield": 0.3797, + "eval_mar_100_Gloves": 0.2188, + "eval_mar_100_Goggles": 0.2569, + "eval_mar_100_Mask": 0.2956, + "eval_mar_large": 0.5048, + "eval_mar_medium": 0.2798, + "eval_mar_small": 0.121, + "eval_runtime": 21.4072, + "eval_samples_per_second": 7.007, + "eval_steps_per_second": 0.888, + "step": 9798 + }, + { + "epoch": 92.99530516431925, + "grad_norm": 17.93376922607422, + "learning_rate": 3.3207547169811323e-06, + "loss": 1.202, + "step": 9904 + }, + { + "epoch": 92.99530516431925, + "eval_loss": 1.6812411546707153, + "eval_map": 0.1899, + "eval_map_50": 0.4182, + "eval_map_75": 0.1523, + "eval_map_Coverall": 0.4211, + "eval_map_Face_Shield": 0.2183, + "eval_map_Gloves": 0.0691, + "eval_map_Goggles": 0.1285, + "eval_map_Mask": 0.1127, + "eval_map_large": 0.3214, + "eval_map_medium": 0.127, + "eval_map_small": 0.0679, + "eval_mar_1": 0.2079, + "eval_mar_10": 0.3146, + "eval_mar_100": 0.3328, + "eval_mar_100_Coverall": 0.536, + "eval_mar_100_Face_Shield": 0.3684, + "eval_mar_100_Gloves": 0.2054, + "eval_mar_100_Goggles": 0.2615, + "eval_mar_100_Mask": 0.2929, + "eval_mar_large": 0.5019, + "eval_mar_medium": 0.2797, + "eval_mar_small": 0.1146, + "eval_runtime": 21.7403, + "eval_samples_per_second": 6.9, + "eval_steps_per_second": 0.874, + "step": 9904 + }, + { + "epoch": 94.0, + "grad_norm": 23.269968032836914, + "learning_rate": 2.816037735849057e-06, + "loss": 1.1843, + "step": 10011 + }, + { + "epoch": 94.0, + "eval_loss": 1.60886812210083, + "eval_map": 0.1959, + "eval_map_50": 0.4261, + "eval_map_75": 0.164, + "eval_map_Coverall": 0.4213, + "eval_map_Face_Shield": 0.2296, + "eval_map_Gloves": 0.0743, + "eval_map_Goggles": 0.13, + "eval_map_Mask": 0.1242, + "eval_map_large": 0.3337, + "eval_map_medium": 0.1242, + "eval_map_small": 0.0871, + "eval_mar_1": 0.2154, + "eval_mar_10": 0.3181, + "eval_mar_100": 0.3327, + "eval_mar_100_Coverall": 0.5396, + "eval_mar_100_Face_Shield": 0.3734, + "eval_mar_100_Gloves": 0.2045, + "eval_mar_100_Goggles": 0.2523, + "eval_mar_100_Mask": 0.2938, + "eval_mar_large": 0.5025, + "eval_mar_medium": 0.2777, + "eval_mar_small": 0.1229, + "eval_runtime": 21.8223, + "eval_samples_per_second": 6.874, + "eval_steps_per_second": 0.871, + "step": 10011 + }, + { + "epoch": 94.99530516431925, + "grad_norm": 20.554462432861328, + "learning_rate": 2.3160377358490566e-06, + "loss": 1.1846, + "step": 10117 + }, + { + "epoch": 94.99530516431925, + "eval_loss": 1.6525497436523438, + "eval_map": 0.1874, + "eval_map_50": 0.4204, + "eval_map_75": 0.155, + "eval_map_Coverall": 0.4136, + "eval_map_Face_Shield": 0.2037, + "eval_map_Gloves": 0.0733, + "eval_map_Goggles": 0.1285, + "eval_map_Mask": 0.1178, + "eval_map_large": 0.3246, + "eval_map_medium": 0.1192, + "eval_map_small": 0.0856, + "eval_mar_1": 0.2069, + "eval_mar_10": 0.3133, + "eval_mar_100": 0.3305, + "eval_mar_100_Coverall": 0.5338, + "eval_mar_100_Face_Shield": 0.3582, + "eval_mar_100_Gloves": 0.2143, + "eval_mar_100_Goggles": 0.2569, + "eval_mar_100_Mask": 0.2893, + "eval_mar_large": 0.5035, + "eval_mar_medium": 0.2772, + "eval_mar_small": 0.1252, + "eval_runtime": 21.6993, + "eval_samples_per_second": 6.913, + "eval_steps_per_second": 0.876, + "step": 10117 + }, + { + "epoch": 96.0, + "grad_norm": 25.377920150756836, + "learning_rate": 1.8113207547169812e-06, + "loss": 1.1615, + "step": 10224 + }, + { + "epoch": 96.0, + "eval_loss": 1.6332980394363403, + "eval_map": 0.1948, + "eval_map_50": 0.4225, + "eval_map_75": 0.1649, + "eval_map_Coverall": 0.4212, + "eval_map_Face_Shield": 0.2234, + "eval_map_Gloves": 0.0785, + "eval_map_Goggles": 0.1191, + "eval_map_Mask": 0.1319, + "eval_map_large": 0.3228, + "eval_map_medium": 0.1229, + "eval_map_small": 0.0963, + "eval_mar_1": 0.2067, + "eval_mar_10": 0.3128, + "eval_mar_100": 0.3325, + "eval_mar_100_Coverall": 0.5338, + "eval_mar_100_Face_Shield": 0.3646, + "eval_mar_100_Gloves": 0.2107, + "eval_mar_100_Goggles": 0.2554, + "eval_mar_100_Mask": 0.2982, + "eval_mar_large": 0.51, + "eval_mar_medium": 0.2762, + "eval_mar_small": 0.1292, + "eval_runtime": 21.4144, + "eval_samples_per_second": 7.005, + "eval_steps_per_second": 0.887, + "step": 10224 + }, + { + "epoch": 96.99530516431925, + "grad_norm": 15.329630851745605, + "learning_rate": 1.3113207547169812e-06, + "loss": 1.161, + "step": 10330 + }, + { + "epoch": 96.99530516431925, + "eval_loss": 1.6176246404647827, + "eval_map": 0.1973, + "eval_map_50": 0.4368, + "eval_map_75": 0.1637, + "eval_map_Coverall": 0.4209, + "eval_map_Face_Shield": 0.227, + "eval_map_Gloves": 0.0755, + "eval_map_Goggles": 0.1236, + "eval_map_Mask": 0.1392, + "eval_map_large": 0.3239, + "eval_map_medium": 0.1303, + "eval_map_small": 0.0917, + "eval_mar_1": 0.2106, + "eval_mar_10": 0.3179, + "eval_mar_100": 0.3374, + "eval_mar_100_Coverall": 0.5374, + "eval_mar_100_Face_Shield": 0.3772, + "eval_mar_100_Gloves": 0.2085, + "eval_mar_100_Goggles": 0.2631, + "eval_mar_100_Mask": 0.3009, + "eval_mar_large": 0.51, + "eval_mar_medium": 0.2873, + "eval_mar_small": 0.1244, + "eval_runtime": 21.4624, + "eval_samples_per_second": 6.989, + "eval_steps_per_second": 0.885, + "step": 10330 + }, + { + "epoch": 98.0, + "grad_norm": 24.747879028320312, + "learning_rate": 8.066037735849057e-07, + "loss": 1.1522, + "step": 10437 + }, + { + "epoch": 98.0, + "eval_loss": 1.6197102069854736, + "eval_map": 0.1981, + "eval_map_50": 0.434, + "eval_map_75": 0.1623, + "eval_map_Coverall": 0.4266, + "eval_map_Face_Shield": 0.2284, + "eval_map_Gloves": 0.0771, + "eval_map_Goggles": 0.1232, + "eval_map_Mask": 0.1352, + "eval_map_large": 0.3217, + "eval_map_medium": 0.1333, + "eval_map_small": 0.0801, + "eval_mar_1": 0.2118, + "eval_mar_10": 0.3156, + "eval_mar_100": 0.3333, + "eval_mar_100_Coverall": 0.5446, + "eval_mar_100_Face_Shield": 0.3658, + "eval_mar_100_Gloves": 0.2098, + "eval_mar_100_Goggles": 0.2477, + "eval_mar_100_Mask": 0.2987, + "eval_mar_large": 0.5084, + "eval_mar_medium": 0.2789, + "eval_mar_small": 0.1156, + "eval_runtime": 22.2414, + "eval_samples_per_second": 6.744, + "eval_steps_per_second": 0.854, + "step": 10437 + }, + { + "epoch": 98.99530516431925, + "grad_norm": 18.6270694732666, + "learning_rate": 3.066037735849057e-07, + "loss": 1.1879, + "step": 10543 + }, + { + "epoch": 98.99530516431925, + "eval_loss": 1.6217961311340332, + "eval_map": 0.1971, + "eval_map_50": 0.4375, + "eval_map_75": 0.1676, + "eval_map_Coverall": 0.4178, + "eval_map_Face_Shield": 0.2239, + "eval_map_Gloves": 0.0775, + "eval_map_Goggles": 0.1302, + "eval_map_Mask": 0.1363, + "eval_map_large": 0.3264, + "eval_map_medium": 0.1298, + "eval_map_small": 0.0847, + "eval_mar_1": 0.209, + "eval_mar_10": 0.3163, + "eval_mar_100": 0.3322, + "eval_mar_100_Coverall": 0.5365, + "eval_mar_100_Face_Shield": 0.3608, + "eval_mar_100_Gloves": 0.2143, + "eval_mar_100_Goggles": 0.2508, + "eval_mar_100_Mask": 0.2987, + "eval_mar_large": 0.5065, + "eval_mar_medium": 0.2769, + "eval_mar_small": 0.1178, + "eval_runtime": 21.4115, + "eval_samples_per_second": 7.006, + "eval_steps_per_second": 0.887, + "step": 10543 + }, + { + "epoch": 99.53051643192488, + "grad_norm": 17.058696746826172, + "learning_rate": 3.7735849056603774e-08, + "loss": 1.1205, + "step": 10600 + }, + { + "epoch": 99.53051643192488, + "eval_loss": 1.6172527074813843, + "eval_map": 0.1965, + "eval_map_50": 0.4335, + "eval_map_75": 0.1626, + "eval_map_Coverall": 0.4181, + "eval_map_Face_Shield": 0.227, + "eval_map_Gloves": 0.0765, + "eval_map_Goggles": 0.1245, + "eval_map_Mask": 0.1363, + "eval_map_large": 0.3222, + "eval_map_medium": 0.1284, + "eval_map_small": 0.0855, + "eval_mar_1": 0.2092, + "eval_mar_10": 0.3167, + "eval_mar_100": 0.3327, + "eval_mar_100_Coverall": 0.5347, + "eval_mar_100_Face_Shield": 0.3633, + "eval_mar_100_Gloves": 0.2134, + "eval_mar_100_Goggles": 0.2523, + "eval_mar_100_Mask": 0.3, + "eval_mar_large": 0.5071, + "eval_mar_medium": 0.2784, + "eval_mar_small": 0.1181, + "eval_runtime": 21.6241, + "eval_samples_per_second": 6.937, + "eval_steps_per_second": 0.879, + "step": 10600 + }, + { + "epoch": 99.53051643192488, + "step": 10600, + "total_flos": 2.4566240955078824e+19, + "train_loss": 1.7565026848271208, + "train_runtime": 21477.6558, + "train_samples_per_second": 3.958, + "train_steps_per_second": 0.494 + } + ], + "logging_steps": 500, + "max_steps": 10600, + "num_input_tokens_seen": 0, + "num_train_epochs": 100, + "save_steps": 500, + "total_flos": 2.4566240955078824e+19, + "train_batch_size": 4, + "trial_name": null, + "trial_params": null +}