{ "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": 0.0, "train_runtime": 3.4196, "train_samples_per_second": 24856.616, "train_steps_per_second": 3099.766 } ], "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 }