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": 0.3196, + "best_model_checkpoint": "microsoft-conditional-detr-resnet-50-finetuned-10k-cppe5/checkpoint-8346", + "epoch": 100.0, + "eval_steps": 500, + "global_step": 10700, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 1.0, + "grad_norm": 36.088279724121094, + "learning_rate": 4.954205607476636e-05, + "loss": 13.6734, + "step": 107 + }, + { + "epoch": 1.0, + "eval_loss": 3.078234910964966, + "eval_map": 0.0022, + "eval_map_50": 0.009, + "eval_map_75": 0.0004, + "eval_map_Coverall": 0.0105, + "eval_map_Face_Shield": 0.0, + "eval_map_Gloves": 0.0, + "eval_map_Goggles": 0.0, + "eval_map_Mask": 0.0005, + "eval_map_large": 0.0027, + "eval_map_medium": 0.0002, + "eval_map_small": 0.0002, + "eval_mar_1": 0.0054, + "eval_mar_10": 0.0291, + "eval_mar_100": 0.0632, + "eval_mar_100_Coverall": 0.2595, + "eval_mar_100_Face_Shield": 0.0, + "eval_mar_100_Gloves": 0.0126, + "eval_mar_100_Goggles": 0.0, + "eval_mar_100_Mask": 0.0438, + "eval_mar_large": 0.0955, + "eval_mar_medium": 0.0108, + "eval_mar_small": 0.0028, + "eval_runtime": 6.5475, + "eval_samples_per_second": 22.909, + "eval_steps_per_second": 2.902, + "step": 107 + }, + { + "epoch": 2.0, + "grad_norm": 48.612491607666016, + "learning_rate": 4.904205607476636e-05, + "loss": 2.9712, + "step": 214 + }, + { + "epoch": 2.0, + "eval_loss": 2.7340028285980225, + "eval_map": 0.0089, + "eval_map_50": 0.0267, + "eval_map_75": 0.0034, + "eval_map_Coverall": 0.0374, + "eval_map_Face_Shield": 0.0, + "eval_map_Gloves": 0.0004, + "eval_map_Goggles": 0.0, + "eval_map_Mask": 0.0069, + "eval_map_large": 0.0114, + "eval_map_medium": 0.0017, + "eval_map_small": 0.0036, + "eval_mar_1": 0.0186, + "eval_mar_10": 0.0749, + "eval_mar_100": 0.1162, + "eval_mar_100_Coverall": 0.4457, + "eval_mar_100_Face_Shield": 0.0, + "eval_mar_100_Gloves": 0.0101, + "eval_mar_100_Goggles": 0.0, + "eval_mar_100_Mask": 0.1253, + "eval_mar_large": 0.1266, + "eval_mar_medium": 0.0358, + "eval_mar_small": 0.0082, + "eval_runtime": 6.6821, + "eval_samples_per_second": 22.448, + "eval_steps_per_second": 2.843, + "step": 214 + }, + { + "epoch": 3.0, + "grad_norm": 186.4102020263672, + "learning_rate": 4.8542056074766355e-05, + "loss": 2.6599, + "step": 321 + }, + { + "epoch": 3.0, + "eval_loss": 2.605651378631592, + "eval_map": 0.0122, + "eval_map_50": 0.0432, + "eval_map_75": 0.0034, + "eval_map_Coverall": 0.0538, + "eval_map_Face_Shield": 0.0004, + "eval_map_Gloves": 0.0003, + "eval_map_Goggles": 0.0, + "eval_map_Mask": 0.0064, + "eval_map_large": 0.0138, + "eval_map_medium": 0.003, + "eval_map_small": 0.0011, + "eval_mar_1": 0.0281, + "eval_mar_10": 0.1003, + "eval_mar_100": 0.1355, + "eval_mar_100_Coverall": 0.4428, + "eval_mar_100_Face_Shield": 0.0288, + "eval_mar_100_Gloves": 0.0322, + "eval_mar_100_Goggles": 0.0049, + "eval_mar_100_Mask": 0.1686, + "eval_mar_large": 0.1526, + "eval_mar_medium": 0.0542, + "eval_mar_small": 0.0324, + "eval_runtime": 6.5733, + "eval_samples_per_second": 22.82, + "eval_steps_per_second": 2.89, + "step": 321 + }, + { + "epoch": 4.0, + "grad_norm": 41.654998779296875, + "learning_rate": 4.8042056074766356e-05, + "loss": 2.53, + "step": 428 + }, + { + "epoch": 4.0, + "eval_loss": 2.368117570877075, + "eval_map": 0.0187, + "eval_map_50": 0.0542, + "eval_map_75": 0.0099, + "eval_map_Coverall": 0.0737, + "eval_map_Face_Shield": 0.0032, + "eval_map_Gloves": 0.0012, + "eval_map_Goggles": 0.0058, + "eval_map_Mask": 0.0097, + "eval_map_large": 0.0372, + "eval_map_medium": 0.0057, + "eval_map_small": 0.0061, + "eval_mar_1": 0.0494, + "eval_mar_10": 0.1502, + "eval_mar_100": 0.1831, + "eval_mar_100_Coverall": 0.5191, + "eval_mar_100_Face_Shield": 0.1, + "eval_mar_100_Gloves": 0.0487, + "eval_mar_100_Goggles": 0.0656, + "eval_mar_100_Mask": 0.182, + "eval_mar_large": 0.1631, + "eval_mar_medium": 0.1134, + "eval_mar_small": 0.0272, + "eval_runtime": 6.9667, + "eval_samples_per_second": 21.531, + "eval_steps_per_second": 2.727, + "step": 428 + }, + { + "epoch": 5.0, + "grad_norm": 55.77125549316406, + "learning_rate": 4.754205607476636e-05, + "loss": 2.3495, + "step": 535 + }, + { + "epoch": 5.0, + "eval_loss": 2.294666290283203, + "eval_map": 0.0282, + "eval_map_50": 0.0843, + "eval_map_75": 0.0163, + "eval_map_Coverall": 0.0928, + "eval_map_Face_Shield": 0.015, + "eval_map_Gloves": 0.0009, + "eval_map_Goggles": 0.0131, + "eval_map_Mask": 0.0193, + "eval_map_large": 0.0387, + "eval_map_medium": 0.0175, + "eval_map_small": 0.0163, + "eval_mar_1": 0.0796, + "eval_mar_10": 0.194, + "eval_mar_100": 0.2282, + "eval_mar_100_Coverall": 0.5798, + "eval_mar_100_Face_Shield": 0.1577, + "eval_mar_100_Gloves": 0.0563, + "eval_mar_100_Goggles": 0.123, + "eval_mar_100_Mask": 0.2242, + "eval_mar_large": 0.2516, + "eval_mar_medium": 0.1538, + "eval_mar_small": 0.0407, + "eval_runtime": 6.619, + "eval_samples_per_second": 22.662, + "eval_steps_per_second": 2.871, + "step": 535 + }, + { + "epoch": 6.0, + "grad_norm": 32.50056838989258, + "learning_rate": 4.704205607476635e-05, + "loss": 2.2478, + "step": 642 + }, + { + "epoch": 6.0, + "eval_loss": 2.2016358375549316, + "eval_map": 0.0346, + "eval_map_50": 0.0914, + "eval_map_75": 0.0186, + "eval_map_Coverall": 0.1208, + "eval_map_Face_Shield": 0.0178, + "eval_map_Gloves": 0.0021, + "eval_map_Goggles": 0.0152, + "eval_map_Mask": 0.017, + "eval_map_large": 0.0668, + "eval_map_medium": 0.0116, + "eval_map_small": 0.0079, + "eval_mar_1": 0.0938, + "eval_mar_10": 0.2406, + "eval_mar_100": 0.2729, + "eval_mar_100_Coverall": 0.6121, + "eval_mar_100_Face_Shield": 0.2577, + "eval_mar_100_Gloves": 0.0925, + "eval_mar_100_Goggles": 0.2033, + "eval_mar_100_Mask": 0.199, + "eval_mar_large": 0.4043, + "eval_mar_medium": 0.1578, + "eval_mar_small": 0.0362, + "eval_runtime": 7.4048, + "eval_samples_per_second": 20.257, + "eval_steps_per_second": 2.566, + "step": 642 + }, + { + "epoch": 7.0, + "grad_norm": 42.32777404785156, + "learning_rate": 4.6542056074766354e-05, + "loss": 2.1515, + "step": 749 + }, + { + "epoch": 7.0, + "eval_loss": 2.102567195892334, + "eval_map": 0.0424, + "eval_map_50": 0.1121, + "eval_map_75": 0.0226, + "eval_map_Coverall": 0.1382, + "eval_map_Face_Shield": 0.0236, + "eval_map_Gloves": 0.0052, + "eval_map_Goggles": 0.0125, + "eval_map_Mask": 0.0327, + "eval_map_large": 0.0747, + "eval_map_medium": 0.0197, + "eval_map_small": 0.0162, + "eval_mar_1": 0.1058, + "eval_mar_10": 0.2613, + "eval_mar_100": 0.2973, + "eval_mar_100_Coverall": 0.5769, + "eval_mar_100_Face_Shield": 0.3, + "eval_mar_100_Gloves": 0.1216, + "eval_mar_100_Goggles": 0.2246, + "eval_mar_100_Mask": 0.2634, + "eval_mar_large": 0.3484, + "eval_mar_medium": 0.2269, + "eval_mar_small": 0.0996, + "eval_runtime": 6.751, + "eval_samples_per_second": 22.219, + "eval_steps_per_second": 2.814, + "step": 749 + }, + { + "epoch": 8.0, + "grad_norm": 42.13454818725586, + "learning_rate": 4.604205607476636e-05, + "loss": 2.0571, + "step": 856 + }, + { + "epoch": 8.0, + "eval_loss": 2.1114957332611084, + "eval_map": 0.0485, + "eval_map_50": 0.1183, + "eval_map_75": 0.0346, + "eval_map_Coverall": 0.1446, + "eval_map_Face_Shield": 0.0442, + "eval_map_Gloves": 0.0027, + "eval_map_Goggles": 0.0182, + "eval_map_Mask": 0.0327, + "eval_map_large": 0.0922, + "eval_map_medium": 0.0287, + "eval_map_small": 0.0078, + "eval_mar_1": 0.1332, + "eval_mar_10": 0.2587, + "eval_mar_100": 0.2995, + "eval_mar_100_Coverall": 0.6318, + "eval_mar_100_Face_Shield": 0.2808, + "eval_mar_100_Gloves": 0.1211, + "eval_mar_100_Goggles": 0.1836, + "eval_mar_100_Mask": 0.2804, + "eval_mar_large": 0.424, + "eval_mar_medium": 0.1973, + "eval_mar_small": 0.0573, + "eval_runtime": 6.811, + "eval_samples_per_second": 22.023, + "eval_steps_per_second": 2.79, + "step": 856 + }, + { + "epoch": 9.0, + "grad_norm": 80.07272338867188, + "learning_rate": 4.554205607476636e-05, + "loss": 1.9981, + "step": 963 + }, + { + "epoch": 9.0, + "eval_loss": 2.0429279804229736, + "eval_map": 0.0433, + "eval_map_50": 0.1161, + "eval_map_75": 0.0242, + "eval_map_Coverall": 0.1403, + "eval_map_Face_Shield": 0.0251, + "eval_map_Gloves": 0.0059, + "eval_map_Goggles": 0.0187, + "eval_map_Mask": 0.0265, + "eval_map_large": 0.0831, + "eval_map_medium": 0.0216, + "eval_map_small": 0.0239, + "eval_mar_1": 0.1163, + "eval_mar_10": 0.2543, + "eval_mar_100": 0.2985, + "eval_mar_100_Coverall": 0.6358, + "eval_mar_100_Face_Shield": 0.2365, + "eval_mar_100_Gloves": 0.1673, + "eval_mar_100_Goggles": 0.1754, + "eval_mar_100_Mask": 0.2773, + "eval_mar_large": 0.4359, + "eval_mar_medium": 0.1892, + "eval_mar_small": 0.1208, + "eval_runtime": 6.6251, + "eval_samples_per_second": 22.641, + "eval_steps_per_second": 2.868, + "step": 963 + }, + { + "epoch": 10.0, + "grad_norm": 39.65265655517578, + "learning_rate": 4.504205607476636e-05, + "loss": 1.9338, + "step": 1070 + }, + { + "epoch": 10.0, + "eval_loss": 1.9025006294250488, + "eval_map": 0.079, + "eval_map_50": 0.1694, + "eval_map_75": 0.061, + "eval_map_Coverall": 0.2324, + "eval_map_Face_Shield": 0.0753, + "eval_map_Gloves": 0.0094, + "eval_map_Goggles": 0.0112, + "eval_map_Mask": 0.0667, + "eval_map_large": 0.1245, + "eval_map_medium": 0.0481, + "eval_map_small": 0.0175, + "eval_mar_1": 0.1621, + "eval_mar_10": 0.313, + "eval_mar_100": 0.3524, + "eval_mar_100_Coverall": 0.6809, + "eval_mar_100_Face_Shield": 0.3269, + "eval_mar_100_Gloves": 0.198, + "eval_mar_100_Goggles": 0.2328, + "eval_mar_100_Mask": 0.3232, + "eval_mar_large": 0.5211, + "eval_mar_medium": 0.2565, + "eval_mar_small": 0.1106, + "eval_runtime": 6.9878, + "eval_samples_per_second": 21.466, + "eval_steps_per_second": 2.719, + "step": 1070 + }, + { + "epoch": 11.0, + "grad_norm": 61.57529067993164, + "learning_rate": 4.454205607476636e-05, + "loss": 1.8745, + "step": 1177 + }, + { + "epoch": 11.0, + "eval_loss": 1.8461718559265137, + "eval_map": 0.0938, + "eval_map_50": 0.2008, + "eval_map_75": 0.0772, + "eval_map_Coverall": 0.3093, + "eval_map_Face_Shield": 0.0471, + "eval_map_Gloves": 0.0104, + "eval_map_Goggles": 0.0122, + "eval_map_Mask": 0.0899, + "eval_map_large": 0.1644, + "eval_map_medium": 0.0666, + "eval_map_small": 0.0191, + "eval_mar_1": 0.1632, + "eval_mar_10": 0.3078, + "eval_mar_100": 0.3485, + "eval_mar_100_Coverall": 0.6618, + "eval_mar_100_Face_Shield": 0.3442, + "eval_mar_100_Gloves": 0.2005, + "eval_mar_100_Goggles": 0.2033, + "eval_mar_100_Mask": 0.3325, + "eval_mar_large": 0.483, + "eval_mar_medium": 0.2725, + "eval_mar_small": 0.1358, + "eval_runtime": 7.7627, + "eval_samples_per_second": 19.323, + "eval_steps_per_second": 2.448, + "step": 1177 + }, + { + "epoch": 12.0, + "grad_norm": 56.894203186035156, + "learning_rate": 4.404205607476636e-05, + "loss": 1.7669, + "step": 1284 + }, + { + "epoch": 12.0, + "eval_loss": 1.7659615278244019, + "eval_map": 0.12, + "eval_map_50": 0.271, + "eval_map_75": 0.0939, + "eval_map_Coverall": 0.368, + "eval_map_Face_Shield": 0.0741, + "eval_map_Gloves": 0.0236, + "eval_map_Goggles": 0.0363, + "eval_map_Mask": 0.0981, + "eval_map_large": 0.2035, + "eval_map_medium": 0.0714, + "eval_map_small": 0.0298, + "eval_mar_1": 0.1928, + "eval_mar_10": 0.3391, + "eval_mar_100": 0.366, + "eval_mar_100_Coverall": 0.6566, + "eval_mar_100_Face_Shield": 0.3327, + "eval_mar_100_Gloves": 0.2442, + "eval_mar_100_Goggles": 0.2459, + "eval_mar_100_Mask": 0.3505, + "eval_mar_large": 0.5395, + "eval_mar_medium": 0.2852, + "eval_mar_small": 0.1539, + "eval_runtime": 6.5745, + "eval_samples_per_second": 22.816, + "eval_steps_per_second": 2.89, + "step": 1284 + }, + { + "epoch": 13.0, + "grad_norm": 31.857574462890625, + "learning_rate": 4.3542056074766356e-05, + "loss": 1.7122, + "step": 1391 + }, + { + "epoch": 13.0, + "eval_loss": 1.735467791557312, + "eval_map": 0.1376, + "eval_map_50": 0.2863, + "eval_map_75": 0.1139, + "eval_map_Coverall": 0.3958, + "eval_map_Face_Shield": 0.0969, + "eval_map_Gloves": 0.0389, + "eval_map_Goggles": 0.0271, + "eval_map_Mask": 0.1294, + "eval_map_large": 0.2379, + "eval_map_medium": 0.0899, + "eval_map_small": 0.027, + "eval_mar_1": 0.2151, + "eval_mar_10": 0.3567, + "eval_mar_100": 0.3878, + "eval_mar_100_Coverall": 0.637, + "eval_mar_100_Face_Shield": 0.3712, + "eval_mar_100_Gloves": 0.2548, + "eval_mar_100_Goggles": 0.3115, + "eval_mar_100_Mask": 0.3644, + "eval_mar_large": 0.5798, + "eval_mar_medium": 0.2998, + "eval_mar_small": 0.1285, + "eval_runtime": 6.8853, + "eval_samples_per_second": 21.786, + "eval_steps_per_second": 2.76, + "step": 1391 + }, + { + "epoch": 14.0, + "grad_norm": 43.44894027709961, + "learning_rate": 4.304205607476636e-05, + "loss": 1.6336, + "step": 1498 + }, + { + "epoch": 14.0, + "eval_loss": 1.6695088148117065, + "eval_map": 0.1609, + "eval_map_50": 0.3374, + "eval_map_75": 0.1317, + "eval_map_Coverall": 0.4353, + "eval_map_Face_Shield": 0.146, + "eval_map_Gloves": 0.034, + "eval_map_Goggles": 0.0437, + "eval_map_Mask": 0.1455, + "eval_map_large": 0.2757, + "eval_map_medium": 0.107, + "eval_map_small": 0.0196, + "eval_mar_1": 0.2211, + "eval_mar_10": 0.3673, + "eval_mar_100": 0.3964, + "eval_mar_100_Coverall": 0.6595, + "eval_mar_100_Face_Shield": 0.3923, + "eval_mar_100_Gloves": 0.2482, + "eval_mar_100_Goggles": 0.3361, + "eval_mar_100_Mask": 0.3459, + "eval_mar_large": 0.5801, + "eval_mar_medium": 0.3237, + "eval_mar_small": 0.1449, + "eval_runtime": 6.5155, + "eval_samples_per_second": 23.022, + "eval_steps_per_second": 2.916, + "step": 1498 + }, + { + "epoch": 15.0, + "grad_norm": 27.745147705078125, + "learning_rate": 4.254205607476636e-05, + "loss": 1.5696, + "step": 1605 + }, + { + "epoch": 15.0, + "eval_loss": 1.6275447607040405, + "eval_map": 0.1601, + "eval_map_50": 0.3509, + "eval_map_75": 0.127, + "eval_map_Coverall": 0.4323, + "eval_map_Face_Shield": 0.1061, + "eval_map_Gloves": 0.0618, + "eval_map_Goggles": 0.029, + "eval_map_Mask": 0.1714, + "eval_map_large": 0.2989, + "eval_map_medium": 0.102, + "eval_map_small": 0.0231, + "eval_mar_1": 0.2181, + "eval_mar_10": 0.3813, + "eval_mar_100": 0.4083, + "eval_mar_100_Coverall": 0.6549, + "eval_mar_100_Face_Shield": 0.4038, + "eval_mar_100_Gloves": 0.3005, + "eval_mar_100_Goggles": 0.3246, + "eval_mar_100_Mask": 0.3577, + "eval_mar_large": 0.5781, + "eval_mar_medium": 0.3313, + "eval_mar_small": 0.1688, + "eval_runtime": 6.5129, + "eval_samples_per_second": 23.031, + "eval_steps_per_second": 2.917, + "step": 1605 + }, + { + "epoch": 16.0, + "grad_norm": 47.40718460083008, + "learning_rate": 4.204205607476635e-05, + "loss": 1.5149, + "step": 1712 + }, + { + "epoch": 16.0, + "eval_loss": 1.5809773206710815, + "eval_map": 0.1862, + "eval_map_50": 0.3984, + "eval_map_75": 0.1463, + "eval_map_Coverall": 0.4779, + "eval_map_Face_Shield": 0.1141, + "eval_map_Gloves": 0.0694, + "eval_map_Goggles": 0.0704, + "eval_map_Mask": 0.1991, + "eval_map_large": 0.3439, + "eval_map_medium": 0.1143, + "eval_map_small": 0.0622, + "eval_mar_1": 0.2268, + "eval_mar_10": 0.3819, + "eval_mar_100": 0.4019, + "eval_mar_100_Coverall": 0.6624, + "eval_mar_100_Face_Shield": 0.4, + "eval_mar_100_Gloves": 0.2668, + "eval_mar_100_Goggles": 0.3262, + "eval_mar_100_Mask": 0.3541, + "eval_mar_large": 0.6013, + "eval_mar_medium": 0.3158, + "eval_mar_small": 0.1881, + "eval_runtime": 6.7207, + "eval_samples_per_second": 22.319, + "eval_steps_per_second": 2.827, + "step": 1712 + }, + { + "epoch": 17.0, + "grad_norm": 64.412353515625, + "learning_rate": 4.1542056074766354e-05, + "loss": 1.4732, + "step": 1819 + }, + { + "epoch": 17.0, + "eval_loss": 1.5458183288574219, + "eval_map": 0.1905, + "eval_map_50": 0.4135, + "eval_map_75": 0.1472, + "eval_map_Coverall": 0.4746, + "eval_map_Face_Shield": 0.1547, + "eval_map_Gloves": 0.0932, + "eval_map_Goggles": 0.0488, + "eval_map_Mask": 0.1812, + "eval_map_large": 0.3237, + "eval_map_medium": 0.1196, + "eval_map_small": 0.0514, + "eval_mar_1": 0.2289, + "eval_mar_10": 0.3868, + "eval_mar_100": 0.4171, + "eval_mar_100_Coverall": 0.6538, + "eval_mar_100_Face_Shield": 0.4519, + "eval_mar_100_Gloves": 0.3055, + "eval_mar_100_Goggles": 0.3279, + "eval_mar_100_Mask": 0.3464, + "eval_mar_large": 0.5905, + "eval_mar_medium": 0.3378, + "eval_mar_small": 0.167, + "eval_runtime": 6.5004, + "eval_samples_per_second": 23.076, + "eval_steps_per_second": 2.923, + "step": 1819 + }, + { + "epoch": 18.0, + "grad_norm": 61.02165222167969, + "learning_rate": 4.1042056074766356e-05, + "loss": 1.4327, + "step": 1926 + }, + { + "epoch": 18.0, + "eval_loss": 1.561676263809204, + "eval_map": 0.1887, + "eval_map_50": 0.4038, + "eval_map_75": 0.142, + "eval_map_Coverall": 0.4801, + "eval_map_Face_Shield": 0.1518, + "eval_map_Gloves": 0.0866, + "eval_map_Goggles": 0.0389, + "eval_map_Mask": 0.186, + "eval_map_large": 0.3574, + "eval_map_medium": 0.1178, + "eval_map_small": 0.0323, + "eval_mar_1": 0.2395, + "eval_mar_10": 0.3855, + "eval_mar_100": 0.4114, + "eval_mar_100_Coverall": 0.6595, + "eval_mar_100_Face_Shield": 0.4462, + "eval_mar_100_Gloves": 0.2829, + "eval_mar_100_Goggles": 0.3197, + "eval_mar_100_Mask": 0.349, + "eval_mar_large": 0.589, + "eval_mar_medium": 0.3236, + "eval_mar_small": 0.1902, + "eval_runtime": 6.4153, + "eval_samples_per_second": 23.381, + "eval_steps_per_second": 2.962, + "step": 1926 + }, + { + "epoch": 19.0, + "grad_norm": 45.995994567871094, + "learning_rate": 4.054205607476636e-05, + "loss": 1.3925, + "step": 2033 + }, + { + "epoch": 19.0, + "eval_loss": 1.5032176971435547, + "eval_map": 0.2162, + "eval_map_50": 0.4531, + "eval_map_75": 0.1701, + "eval_map_Coverall": 0.5043, + "eval_map_Face_Shield": 0.169, + "eval_map_Gloves": 0.1341, + "eval_map_Goggles": 0.0725, + "eval_map_Mask": 0.201, + "eval_map_large": 0.3854, + "eval_map_medium": 0.1292, + "eval_map_small": 0.0303, + "eval_mar_1": 0.2572, + "eval_mar_10": 0.4077, + "eval_mar_100": 0.4328, + "eval_mar_100_Coverall": 0.6734, + "eval_mar_100_Face_Shield": 0.4442, + "eval_mar_100_Gloves": 0.3221, + "eval_mar_100_Goggles": 0.3754, + "eval_mar_100_Mask": 0.349, + "eval_mar_large": 0.6233, + "eval_mar_medium": 0.3377, + "eval_mar_small": 0.1759, + "eval_runtime": 6.5288, + "eval_samples_per_second": 22.975, + "eval_steps_per_second": 2.91, + "step": 2033 + }, + { + "epoch": 20.0, + "grad_norm": 47.861351013183594, + "learning_rate": 4.004205607476636e-05, + "loss": 1.3582, + "step": 2140 + }, + { + "epoch": 20.0, + "eval_loss": 1.4728338718414307, + "eval_map": 0.2077, + "eval_map_50": 0.4357, + "eval_map_75": 0.1744, + "eval_map_Coverall": 0.4879, + "eval_map_Face_Shield": 0.1537, + "eval_map_Gloves": 0.1159, + "eval_map_Goggles": 0.0633, + "eval_map_Mask": 0.2178, + "eval_map_large": 0.3759, + "eval_map_medium": 0.1414, + "eval_map_small": 0.0412, + "eval_mar_1": 0.2516, + "eval_mar_10": 0.4017, + "eval_mar_100": 0.4251, + "eval_mar_100_Coverall": 0.6607, + "eval_mar_100_Face_Shield": 0.4404, + "eval_mar_100_Gloves": 0.2955, + "eval_mar_100_Goggles": 0.359, + "eval_mar_100_Mask": 0.3701, + "eval_mar_large": 0.6106, + "eval_mar_medium": 0.3402, + "eval_mar_small": 0.1842, + "eval_runtime": 6.7408, + "eval_samples_per_second": 22.252, + "eval_steps_per_second": 2.819, + "step": 2140 + }, + { + "epoch": 21.0, + "grad_norm": 54.364707946777344, + "learning_rate": 3.954205607476636e-05, + "loss": 1.329, + "step": 2247 + }, + { + "epoch": 21.0, + "eval_loss": 1.4826300144195557, + "eval_map": 0.2062, + "eval_map_50": 0.4509, + "eval_map_75": 0.1642, + "eval_map_Coverall": 0.4879, + "eval_map_Face_Shield": 0.146, + "eval_map_Gloves": 0.1136, + "eval_map_Goggles": 0.0884, + "eval_map_Mask": 0.195, + "eval_map_large": 0.4185, + "eval_map_medium": 0.1256, + "eval_map_small": 0.0325, + "eval_mar_1": 0.2559, + "eval_mar_10": 0.3974, + "eval_mar_100": 0.4214, + "eval_mar_100_Coverall": 0.6584, + "eval_mar_100_Face_Shield": 0.4212, + "eval_mar_100_Gloves": 0.2698, + "eval_mar_100_Goggles": 0.4164, + "eval_mar_100_Mask": 0.3412, + "eval_mar_large": 0.619, + "eval_mar_medium": 0.3201, + "eval_mar_small": 0.1371, + "eval_runtime": 6.4415, + "eval_samples_per_second": 23.287, + "eval_steps_per_second": 2.95, + "step": 2247 + }, + { + "epoch": 22.0, + "grad_norm": 29.202512741088867, + "learning_rate": 3.904205607476636e-05, + "loss": 1.3458, + "step": 2354 + }, + { + "epoch": 22.0, + "eval_loss": 1.4652982950210571, + "eval_map": 0.2244, + "eval_map_50": 0.4636, + "eval_map_75": 0.1859, + "eval_map_Coverall": 0.5139, + "eval_map_Face_Shield": 0.1848, + "eval_map_Gloves": 0.1083, + "eval_map_Goggles": 0.0732, + "eval_map_Mask": 0.2419, + "eval_map_large": 0.4031, + "eval_map_medium": 0.1501, + "eval_map_small": 0.074, + "eval_mar_1": 0.272, + "eval_mar_10": 0.4102, + "eval_mar_100": 0.4276, + "eval_mar_100_Coverall": 0.6711, + "eval_mar_100_Face_Shield": 0.4712, + "eval_mar_100_Gloves": 0.2769, + "eval_mar_100_Goggles": 0.323, + "eval_mar_100_Mask": 0.3959, + "eval_mar_large": 0.6213, + "eval_mar_medium": 0.3346, + "eval_mar_small": 0.1735, + "eval_runtime": 6.4839, + "eval_samples_per_second": 23.134, + "eval_steps_per_second": 2.93, + "step": 2354 + }, + { + "epoch": 23.0, + "grad_norm": 75.21465301513672, + "learning_rate": 3.8542056074766356e-05, + "loss": 1.3028, + "step": 2461 + }, + { + "epoch": 23.0, + "eval_loss": 1.4139379262924194, + "eval_map": 0.2289, + "eval_map_50": 0.4906, + "eval_map_75": 0.1886, + "eval_map_Coverall": 0.4964, + "eval_map_Face_Shield": 0.1865, + "eval_map_Gloves": 0.1575, + "eval_map_Goggles": 0.0746, + "eval_map_Mask": 0.2293, + "eval_map_large": 0.4043, + "eval_map_medium": 0.1524, + "eval_map_small": 0.0572, + "eval_mar_1": 0.2721, + "eval_mar_10": 0.4191, + "eval_mar_100": 0.4353, + "eval_mar_100_Coverall": 0.6653, + "eval_mar_100_Face_Shield": 0.4481, + "eval_mar_100_Gloves": 0.3211, + "eval_mar_100_Goggles": 0.3738, + "eval_mar_100_Mask": 0.368, + "eval_mar_large": 0.5964, + "eval_mar_medium": 0.3517, + "eval_mar_small": 0.1771, + "eval_runtime": 6.4672, + "eval_samples_per_second": 23.194, + "eval_steps_per_second": 2.938, + "step": 2461 + }, + { + "epoch": 24.0, + "grad_norm": 41.854530334472656, + "learning_rate": 3.804205607476636e-05, + "loss": 1.2704, + "step": 2568 + }, + { + "epoch": 24.0, + "eval_loss": 1.4173469543457031, + "eval_map": 0.2371, + "eval_map_50": 0.4973, + "eval_map_75": 0.199, + "eval_map_Coverall": 0.5033, + "eval_map_Face_Shield": 0.2403, + "eval_map_Gloves": 0.1149, + "eval_map_Goggles": 0.1009, + "eval_map_Mask": 0.2261, + "eval_map_large": 0.419, + "eval_map_medium": 0.1634, + "eval_map_small": 0.0605, + "eval_mar_1": 0.2752, + "eval_mar_10": 0.4172, + "eval_mar_100": 0.4401, + "eval_mar_100_Coverall": 0.6636, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.3005, + "eval_mar_100_Goggles": 0.4066, + "eval_mar_100_Mask": 0.3701, + "eval_mar_large": 0.6027, + "eval_mar_medium": 0.3515, + "eval_mar_small": 0.1776, + "eval_runtime": 6.7143, + "eval_samples_per_second": 22.34, + "eval_steps_per_second": 2.83, + "step": 2568 + }, + { + "epoch": 25.0, + "grad_norm": 41.25491714477539, + "learning_rate": 3.754205607476636e-05, + "loss": 1.2379, + "step": 2675 + }, + { + "epoch": 25.0, + "eval_loss": 1.393279790878296, + "eval_map": 0.2608, + "eval_map_50": 0.5303, + "eval_map_75": 0.2271, + "eval_map_Coverall": 0.5376, + "eval_map_Face_Shield": 0.2509, + "eval_map_Gloves": 0.1194, + "eval_map_Goggles": 0.1534, + "eval_map_Mask": 0.2428, + "eval_map_large": 0.4582, + "eval_map_medium": 0.188, + "eval_map_small": 0.0541, + "eval_mar_1": 0.2849, + "eval_mar_10": 0.4189, + "eval_mar_100": 0.4396, + "eval_mar_100_Coverall": 0.6913, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.3065, + "eval_mar_100_Goggles": 0.3623, + "eval_mar_100_Mask": 0.3742, + "eval_mar_large": 0.6343, + "eval_mar_medium": 0.3455, + "eval_mar_small": 0.158, + "eval_runtime": 6.6102, + "eval_samples_per_second": 22.692, + "eval_steps_per_second": 2.874, + "step": 2675 + }, + { + "epoch": 26.0, + "grad_norm": 65.68916320800781, + "learning_rate": 3.704205607476636e-05, + "loss": 1.2257, + "step": 2782 + }, + { + "epoch": 26.0, + "eval_loss": 1.4208694696426392, + "eval_map": 0.2467, + "eval_map_50": 0.5049, + "eval_map_75": 0.2078, + "eval_map_Coverall": 0.5239, + "eval_map_Face_Shield": 0.2282, + "eval_map_Gloves": 0.134, + "eval_map_Goggles": 0.1079, + "eval_map_Mask": 0.2394, + "eval_map_large": 0.4446, + "eval_map_medium": 0.1592, + "eval_map_small": 0.0557, + "eval_mar_1": 0.2708, + "eval_mar_10": 0.4135, + "eval_mar_100": 0.4292, + "eval_mar_100_Coverall": 0.6636, + "eval_mar_100_Face_Shield": 0.4288, + "eval_mar_100_Gloves": 0.294, + "eval_mar_100_Goggles": 0.3902, + "eval_mar_100_Mask": 0.3696, + "eval_mar_large": 0.6245, + "eval_mar_medium": 0.3298, + "eval_mar_small": 0.1526, + "eval_runtime": 6.585, + "eval_samples_per_second": 22.779, + "eval_steps_per_second": 2.885, + "step": 2782 + }, + { + "epoch": 27.0, + "grad_norm": 45.137657165527344, + "learning_rate": 3.6542056074766355e-05, + "loss": 1.1706, + "step": 2889 + }, + { + "epoch": 27.0, + "eval_loss": 1.3592579364776611, + "eval_map": 0.2631, + "eval_map_50": 0.5273, + "eval_map_75": 0.2353, + "eval_map_Coverall": 0.5374, + "eval_map_Face_Shield": 0.261, + "eval_map_Gloves": 0.1276, + "eval_map_Goggles": 0.1269, + "eval_map_Mask": 0.2624, + "eval_map_large": 0.4521, + "eval_map_medium": 0.1891, + "eval_map_small": 0.0955, + "eval_mar_1": 0.2912, + "eval_mar_10": 0.4196, + "eval_mar_100": 0.4422, + "eval_mar_100_Coverall": 0.685, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.2925, + "eval_mar_100_Goggles": 0.3803, + "eval_mar_100_Mask": 0.384, + "eval_mar_large": 0.6437, + "eval_mar_medium": 0.3475, + "eval_mar_small": 0.1554, + "eval_runtime": 6.4638, + "eval_samples_per_second": 23.206, + "eval_steps_per_second": 2.939, + "step": 2889 + }, + { + "epoch": 28.0, + "grad_norm": 46.101436614990234, + "learning_rate": 3.6042056074766356e-05, + "loss": 1.1512, + "step": 2996 + }, + { + "epoch": 28.0, + "eval_loss": 1.332016944885254, + "eval_map": 0.27, + "eval_map_50": 0.5371, + "eval_map_75": 0.2171, + "eval_map_Coverall": 0.5406, + "eval_map_Face_Shield": 0.2264, + "eval_map_Gloves": 0.1629, + "eval_map_Goggles": 0.1617, + "eval_map_Mask": 0.2584, + "eval_map_large": 0.456, + "eval_map_medium": 0.192, + "eval_map_small": 0.0727, + "eval_mar_1": 0.2981, + "eval_mar_10": 0.4398, + "eval_mar_100": 0.4609, + "eval_mar_100_Coverall": 0.6971, + "eval_mar_100_Face_Shield": 0.5, + "eval_mar_100_Gloves": 0.3131, + "eval_mar_100_Goggles": 0.4066, + "eval_mar_100_Mask": 0.3876, + "eval_mar_large": 0.6427, + "eval_mar_medium": 0.3663, + "eval_mar_small": 0.1954, + "eval_runtime": 6.6497, + "eval_samples_per_second": 22.557, + "eval_steps_per_second": 2.857, + "step": 2996 + }, + { + "epoch": 29.0, + "grad_norm": 33.26864242553711, + "learning_rate": 3.554205607476636e-05, + "loss": 1.1511, + "step": 3103 + }, + { + "epoch": 29.0, + "eval_loss": 1.3591803312301636, + "eval_map": 0.2641, + "eval_map_50": 0.526, + "eval_map_75": 0.2346, + "eval_map_Coverall": 0.5376, + "eval_map_Face_Shield": 0.2129, + "eval_map_Gloves": 0.1414, + "eval_map_Goggles": 0.1589, + "eval_map_Mask": 0.2697, + "eval_map_large": 0.498, + "eval_map_medium": 0.1701, + "eval_map_small": 0.0526, + "eval_mar_1": 0.2977, + "eval_mar_10": 0.4249, + "eval_mar_100": 0.4395, + "eval_mar_100_Coverall": 0.6717, + "eval_mar_100_Face_Shield": 0.4154, + "eval_mar_100_Gloves": 0.291, + "eval_mar_100_Goggles": 0.418, + "eval_mar_100_Mask": 0.4015, + "eval_mar_large": 0.6367, + "eval_mar_medium": 0.3263, + "eval_mar_small": 0.1836, + "eval_runtime": 6.4562, + "eval_samples_per_second": 23.233, + "eval_steps_per_second": 2.943, + "step": 3103 + }, + { + "epoch": 30.0, + "grad_norm": 58.10356903076172, + "learning_rate": 3.504205607476635e-05, + "loss": 1.1312, + "step": 3210 + }, + { + "epoch": 30.0, + "eval_loss": 1.3862537145614624, + "eval_map": 0.2582, + "eval_map_50": 0.5328, + "eval_map_75": 0.2115, + "eval_map_Coverall": 0.5086, + "eval_map_Face_Shield": 0.2387, + "eval_map_Gloves": 0.1249, + "eval_map_Goggles": 0.1609, + "eval_map_Mask": 0.2579, + "eval_map_large": 0.4443, + "eval_map_medium": 0.1747, + "eval_map_small": 0.0667, + "eval_mar_1": 0.283, + "eval_mar_10": 0.4188, + "eval_mar_100": 0.4418, + "eval_mar_100_Coverall": 0.6526, + "eval_mar_100_Face_Shield": 0.4808, + "eval_mar_100_Gloves": 0.295, + "eval_mar_100_Goggles": 0.3787, + "eval_mar_100_Mask": 0.4021, + "eval_mar_large": 0.6478, + "eval_mar_medium": 0.332, + "eval_mar_small": 0.2191, + "eval_runtime": 6.8199, + "eval_samples_per_second": 21.994, + "eval_steps_per_second": 2.786, + "step": 3210 + }, + { + "epoch": 31.0, + "grad_norm": 43.87229919433594, + "learning_rate": 3.4542056074766354e-05, + "loss": 1.1207, + "step": 3317 + }, + { + "epoch": 31.0, + "eval_loss": 1.3293911218643188, + "eval_map": 0.2813, + "eval_map_50": 0.5581, + "eval_map_75": 0.252, + "eval_map_Coverall": 0.5314, + "eval_map_Face_Shield": 0.2837, + "eval_map_Gloves": 0.1526, + "eval_map_Goggles": 0.1613, + "eval_map_Mask": 0.2777, + "eval_map_large": 0.4749, + "eval_map_medium": 0.1988, + "eval_map_small": 0.1121, + "eval_mar_1": 0.296, + "eval_mar_10": 0.4362, + "eval_mar_100": 0.4568, + "eval_mar_100_Coverall": 0.6775, + "eval_mar_100_Face_Shield": 0.4788, + "eval_mar_100_Gloves": 0.3131, + "eval_mar_100_Goggles": 0.4033, + "eval_mar_100_Mask": 0.4113, + "eval_mar_large": 0.6468, + "eval_mar_medium": 0.3532, + "eval_mar_small": 0.2423, + "eval_runtime": 6.5272, + "eval_samples_per_second": 22.981, + "eval_steps_per_second": 2.911, + "step": 3317 + }, + { + "epoch": 32.0, + "grad_norm": 54.685001373291016, + "learning_rate": 3.4042056074766355e-05, + "loss": 1.0856, + "step": 3424 + }, + { + "epoch": 32.0, + "eval_loss": 1.3426086902618408, + "eval_map": 0.274, + "eval_map_50": 0.565, + "eval_map_75": 0.2282, + "eval_map_Coverall": 0.5195, + "eval_map_Face_Shield": 0.2952, + "eval_map_Gloves": 0.149, + "eval_map_Goggles": 0.1551, + "eval_map_Mask": 0.2516, + "eval_map_large": 0.4789, + "eval_map_medium": 0.2023, + "eval_map_small": 0.1612, + "eval_mar_1": 0.2989, + "eval_mar_10": 0.4375, + "eval_mar_100": 0.4541, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4731, + "eval_mar_100_Gloves": 0.298, + "eval_mar_100_Goggles": 0.4393, + "eval_mar_100_Mask": 0.3758, + "eval_mar_large": 0.6661, + "eval_mar_medium": 0.3497, + "eval_mar_small": 0.2492, + "eval_runtime": 6.4847, + "eval_samples_per_second": 23.131, + "eval_steps_per_second": 2.93, + "step": 3424 + }, + { + "epoch": 33.0, + "grad_norm": 55.53014373779297, + "learning_rate": 3.3542056074766356e-05, + "loss": 1.0909, + "step": 3531 + }, + { + "epoch": 33.0, + "eval_loss": 1.3174222707748413, + "eval_map": 0.2868, + "eval_map_50": 0.5799, + "eval_map_75": 0.2445, + "eval_map_Coverall": 0.536, + "eval_map_Face_Shield": 0.3096, + "eval_map_Gloves": 0.1576, + "eval_map_Goggles": 0.1758, + "eval_map_Mask": 0.2552, + "eval_map_large": 0.4865, + "eval_map_medium": 0.2097, + "eval_map_small": 0.0956, + "eval_mar_1": 0.3119, + "eval_mar_10": 0.4466, + "eval_mar_100": 0.4652, + "eval_mar_100_Coverall": 0.704, + "eval_mar_100_Face_Shield": 0.4788, + "eval_mar_100_Gloves": 0.3211, + "eval_mar_100_Goggles": 0.441, + "eval_mar_100_Mask": 0.3809, + "eval_mar_large": 0.653, + "eval_mar_medium": 0.3672, + "eval_mar_small": 0.2553, + "eval_runtime": 6.4972, + "eval_samples_per_second": 23.087, + "eval_steps_per_second": 2.924, + "step": 3531 + }, + { + "epoch": 34.0, + "grad_norm": 54.43383026123047, + "learning_rate": 3.304205607476636e-05, + "loss": 1.0726, + "step": 3638 + }, + { + "epoch": 34.0, + "eval_loss": 1.3767163753509521, + "eval_map": 0.2751, + "eval_map_50": 0.561, + "eval_map_75": 0.2242, + "eval_map_Coverall": 0.5375, + "eval_map_Face_Shield": 0.2638, + "eval_map_Gloves": 0.1562, + "eval_map_Goggles": 0.1456, + "eval_map_Mask": 0.2724, + "eval_map_large": 0.4811, + "eval_map_medium": 0.1951, + "eval_map_small": 0.0993, + "eval_mar_1": 0.2831, + "eval_mar_10": 0.4241, + "eval_mar_100": 0.452, + "eval_mar_100_Coverall": 0.6919, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3075, + "eval_mar_100_Goggles": 0.3885, + "eval_mar_100_Mask": 0.4026, + "eval_mar_large": 0.6578, + "eval_mar_medium": 0.3529, + "eval_mar_small": 0.2247, + "eval_runtime": 6.4452, + "eval_samples_per_second": 23.273, + "eval_steps_per_second": 2.948, + "step": 3638 + }, + { + "epoch": 35.0, + "grad_norm": 44.85487747192383, + "learning_rate": 3.254205607476636e-05, + "loss": 1.0799, + "step": 3745 + }, + { + "epoch": 35.0, + "eval_loss": 1.3315836191177368, + "eval_map": 0.2691, + "eval_map_50": 0.5569, + "eval_map_75": 0.2126, + "eval_map_Coverall": 0.5257, + "eval_map_Face_Shield": 0.2661, + "eval_map_Gloves": 0.1575, + "eval_map_Goggles": 0.1659, + "eval_map_Mask": 0.2301, + "eval_map_large": 0.4522, + "eval_map_medium": 0.1876, + "eval_map_small": 0.1108, + "eval_mar_1": 0.2913, + "eval_mar_10": 0.4243, + "eval_mar_100": 0.4443, + "eval_mar_100_Coverall": 0.6879, + "eval_mar_100_Face_Shield": 0.4712, + "eval_mar_100_Gloves": 0.3055, + "eval_mar_100_Goggles": 0.3869, + "eval_mar_100_Mask": 0.3701, + "eval_mar_large": 0.6247, + "eval_mar_medium": 0.3366, + "eval_mar_small": 0.2217, + "eval_runtime": 6.4597, + "eval_samples_per_second": 23.221, + "eval_steps_per_second": 2.941, + "step": 3745 + }, + { + "epoch": 36.0, + "grad_norm": 91.42902374267578, + "learning_rate": 3.204205607476636e-05, + "loss": 1.0402, + "step": 3852 + }, + { + "epoch": 36.0, + "eval_loss": 1.3501466512680054, + "eval_map": 0.2735, + "eval_map_50": 0.5757, + "eval_map_75": 0.207, + "eval_map_Coverall": 0.5171, + "eval_map_Face_Shield": 0.2325, + "eval_map_Gloves": 0.1429, + "eval_map_Goggles": 0.2158, + "eval_map_Mask": 0.2594, + "eval_map_large": 0.4564, + "eval_map_medium": 0.2057, + "eval_map_small": 0.1217, + "eval_mar_1": 0.284, + "eval_mar_10": 0.4377, + "eval_mar_100": 0.4568, + "eval_mar_100_Coverall": 0.685, + "eval_mar_100_Face_Shield": 0.4481, + "eval_mar_100_Gloves": 0.3035, + "eval_mar_100_Goggles": 0.4656, + "eval_mar_100_Mask": 0.382, + "eval_mar_large": 0.6465, + "eval_mar_medium": 0.3814, + "eval_mar_small": 0.2358, + "eval_runtime": 6.6906, + "eval_samples_per_second": 22.419, + "eval_steps_per_second": 2.84, + "step": 3852 + }, + { + "epoch": 37.0, + "grad_norm": 32.233497619628906, + "learning_rate": 3.1542056074766355e-05, + "loss": 1.0531, + "step": 3959 + }, + { + "epoch": 37.0, + "eval_loss": 1.3323570489883423, + "eval_map": 0.2701, + "eval_map_50": 0.5336, + "eval_map_75": 0.2233, + "eval_map_Coverall": 0.5318, + "eval_map_Face_Shield": 0.2218, + "eval_map_Gloves": 0.1431, + "eval_map_Goggles": 0.1909, + "eval_map_Mask": 0.2632, + "eval_map_large": 0.4826, + "eval_map_medium": 0.1907, + "eval_map_small": 0.0834, + "eval_mar_1": 0.2852, + "eval_mar_10": 0.4439, + "eval_mar_100": 0.4644, + "eval_mar_100_Coverall": 0.7052, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.2995, + "eval_mar_100_Goggles": 0.4639, + "eval_mar_100_Mask": 0.3938, + "eval_mar_large": 0.6658, + "eval_mar_medium": 0.3754, + "eval_mar_small": 0.2142, + "eval_runtime": 6.5499, + "eval_samples_per_second": 22.901, + "eval_steps_per_second": 2.901, + "step": 3959 + }, + { + "epoch": 38.0, + "grad_norm": 89.7771987915039, + "learning_rate": 3.104205607476636e-05, + "loss": 1.028, + "step": 4066 + }, + { + "epoch": 38.0, + "eval_loss": 1.3593074083328247, + "eval_map": 0.2637, + "eval_map_50": 0.5412, + "eval_map_75": 0.2147, + "eval_map_Coverall": 0.5256, + "eval_map_Face_Shield": 0.2526, + "eval_map_Gloves": 0.1312, + "eval_map_Goggles": 0.1766, + "eval_map_Mask": 0.2324, + "eval_map_large": 0.4642, + "eval_map_medium": 0.1752, + "eval_map_small": 0.0638, + "eval_mar_1": 0.2853, + "eval_mar_10": 0.4231, + "eval_mar_100": 0.4438, + "eval_mar_100_Coverall": 0.6705, + "eval_mar_100_Face_Shield": 0.4327, + "eval_mar_100_Gloves": 0.2854, + "eval_mar_100_Goggles": 0.4344, + "eval_mar_100_Mask": 0.3959, + "eval_mar_large": 0.6417, + "eval_mar_medium": 0.3274, + "eval_mar_small": 0.1997, + "eval_runtime": 6.803, + "eval_samples_per_second": 22.049, + "eval_steps_per_second": 2.793, + "step": 4066 + }, + { + "epoch": 39.0, + "grad_norm": 35.458900451660156, + "learning_rate": 3.054205607476636e-05, + "loss": 1.0211, + "step": 4173 + }, + { + "epoch": 39.0, + "eval_loss": 1.3358888626098633, + "eval_map": 0.2728, + "eval_map_50": 0.5553, + "eval_map_75": 0.2294, + "eval_map_Coverall": 0.5408, + "eval_map_Face_Shield": 0.2664, + "eval_map_Gloves": 0.1253, + "eval_map_Goggles": 0.1883, + "eval_map_Mask": 0.2433, + "eval_map_large": 0.4663, + "eval_map_medium": 0.1991, + "eval_map_small": 0.1086, + "eval_mar_1": 0.3018, + "eval_mar_10": 0.4335, + "eval_mar_100": 0.4525, + "eval_mar_100_Coverall": 0.6821, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.2995, + "eval_mar_100_Goggles": 0.4377, + "eval_mar_100_Mask": 0.3799, + "eval_mar_large": 0.6463, + "eval_mar_medium": 0.3625, + "eval_mar_small": 0.2277, + "eval_runtime": 6.4565, + "eval_samples_per_second": 23.232, + "eval_steps_per_second": 2.943, + "step": 4173 + }, + { + "epoch": 40.0, + "grad_norm": 38.09249496459961, + "learning_rate": 3.0046728971962617e-05, + "loss": 0.9986, + "step": 4280 + }, + { + "epoch": 40.0, + "eval_loss": 1.290024757385254, + "eval_map": 0.2921, + "eval_map_50": 0.5961, + "eval_map_75": 0.2449, + "eval_map_Coverall": 0.546, + "eval_map_Face_Shield": 0.2649, + "eval_map_Gloves": 0.1729, + "eval_map_Goggles": 0.2041, + "eval_map_Mask": 0.2725, + "eval_map_large": 0.4851, + "eval_map_medium": 0.2199, + "eval_map_small": 0.1617, + "eval_mar_1": 0.3028, + "eval_mar_10": 0.4506, + "eval_mar_100": 0.4659, + "eval_mar_100_Coverall": 0.696, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.3111, + "eval_mar_100_Goggles": 0.4574, + "eval_mar_100_Mask": 0.4113, + "eval_mar_large": 0.6408, + "eval_mar_medium": 0.3836, + "eval_mar_small": 0.2422, + "eval_runtime": 6.5173, + "eval_samples_per_second": 23.016, + "eval_steps_per_second": 2.915, + "step": 4280 + }, + { + "epoch": 41.0, + "grad_norm": 77.83179473876953, + "learning_rate": 2.954672897196262e-05, + "loss": 0.9951, + "step": 4387 + }, + { + "epoch": 41.0, + "eval_loss": 1.3540589809417725, + "eval_map": 0.2695, + "eval_map_50": 0.5709, + "eval_map_75": 0.2055, + "eval_map_Coverall": 0.5355, + "eval_map_Face_Shield": 0.2612, + "eval_map_Gloves": 0.137, + "eval_map_Goggles": 0.1907, + "eval_map_Mask": 0.2233, + "eval_map_large": 0.4392, + "eval_map_medium": 0.1857, + "eval_map_small": 0.1418, + "eval_mar_1": 0.2921, + "eval_mar_10": 0.4326, + "eval_mar_100": 0.4456, + "eval_mar_100_Coverall": 0.6855, + "eval_mar_100_Face_Shield": 0.4365, + "eval_mar_100_Gloves": 0.2879, + "eval_mar_100_Goggles": 0.4344, + "eval_mar_100_Mask": 0.3835, + "eval_mar_large": 0.602, + "eval_mar_medium": 0.3602, + "eval_mar_small": 0.2248, + "eval_runtime": 6.9452, + "eval_samples_per_second": 21.598, + "eval_steps_per_second": 2.736, + "step": 4387 + }, + { + "epoch": 42.0, + "grad_norm": 25.689388275146484, + "learning_rate": 2.9046728971962617e-05, + "loss": 0.9838, + "step": 4494 + }, + { + "epoch": 42.0, + "eval_loss": 1.297816514968872, + "eval_map": 0.2868, + "eval_map_50": 0.5888, + "eval_map_75": 0.2326, + "eval_map_Coverall": 0.5266, + "eval_map_Face_Shield": 0.2904, + "eval_map_Gloves": 0.1673, + "eval_map_Goggles": 0.2, + "eval_map_Mask": 0.2497, + "eval_map_large": 0.5085, + "eval_map_medium": 0.209, + "eval_map_small": 0.1262, + "eval_mar_1": 0.3099, + "eval_mar_10": 0.4478, + "eval_mar_100": 0.463, + "eval_mar_100_Coverall": 0.6867, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3291, + "eval_mar_100_Goggles": 0.4295, + "eval_mar_100_Mask": 0.4005, + "eval_mar_large": 0.6518, + "eval_mar_medium": 0.3642, + "eval_mar_small": 0.2469, + "eval_runtime": 6.4693, + "eval_samples_per_second": 23.187, + "eval_steps_per_second": 2.937, + "step": 4494 + }, + { + "epoch": 43.0, + "grad_norm": 18.117868423461914, + "learning_rate": 2.8546728971962615e-05, + "loss": 0.9637, + "step": 4601 + }, + { + "epoch": 43.0, + "eval_loss": 1.2950011491775513, + "eval_map": 0.285, + "eval_map_50": 0.5769, + "eval_map_75": 0.2351, + "eval_map_Coverall": 0.5326, + "eval_map_Face_Shield": 0.2793, + "eval_map_Gloves": 0.1678, + "eval_map_Goggles": 0.1861, + "eval_map_Mask": 0.2593, + "eval_map_large": 0.4954, + "eval_map_medium": 0.2034, + "eval_map_small": 0.1588, + "eval_mar_1": 0.3066, + "eval_mar_10": 0.4479, + "eval_mar_100": 0.463, + "eval_mar_100_Coverall": 0.689, + "eval_mar_100_Face_Shield": 0.4615, + "eval_mar_100_Gloves": 0.3171, + "eval_mar_100_Goggles": 0.4262, + "eval_mar_100_Mask": 0.4211, + "eval_mar_large": 0.658, + "eval_mar_medium": 0.3566, + "eval_mar_small": 0.2504, + "eval_runtime": 6.5118, + "eval_samples_per_second": 23.035, + "eval_steps_per_second": 2.918, + "step": 4601 + }, + { + "epoch": 44.0, + "grad_norm": 52.46657180786133, + "learning_rate": 2.8046728971962616e-05, + "loss": 0.9408, + "step": 4708 + }, + { + "epoch": 44.0, + "eval_loss": 1.3063093423843384, + "eval_map": 0.2795, + "eval_map_50": 0.5601, + "eval_map_75": 0.2375, + "eval_map_Coverall": 0.5461, + "eval_map_Face_Shield": 0.2866, + "eval_map_Gloves": 0.1291, + "eval_map_Goggles": 0.1614, + "eval_map_Mask": 0.2741, + "eval_map_large": 0.5034, + "eval_map_medium": 0.1905, + "eval_map_small": 0.1689, + "eval_mar_1": 0.3126, + "eval_mar_10": 0.4407, + "eval_mar_100": 0.4552, + "eval_mar_100_Coverall": 0.6884, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.2935, + "eval_mar_100_Goggles": 0.4262, + "eval_mar_100_Mask": 0.4046, + "eval_mar_large": 0.6449, + "eval_mar_medium": 0.3763, + "eval_mar_small": 0.2524, + "eval_runtime": 6.7444, + "eval_samples_per_second": 22.241, + "eval_steps_per_second": 2.817, + "step": 4708 + }, + { + "epoch": 45.0, + "grad_norm": 54.65372085571289, + "learning_rate": 2.7546728971962614e-05, + "loss": 0.9457, + "step": 4815 + }, + { + "epoch": 45.0, + "eval_loss": 1.2866401672363281, + "eval_map": 0.2851, + "eval_map_50": 0.5794, + "eval_map_75": 0.2471, + "eval_map_Coverall": 0.544, + "eval_map_Face_Shield": 0.2772, + "eval_map_Gloves": 0.1691, + "eval_map_Goggles": 0.1561, + "eval_map_Mask": 0.279, + "eval_map_large": 0.5017, + "eval_map_medium": 0.2011, + "eval_map_small": 0.1712, + "eval_mar_1": 0.3168, + "eval_mar_10": 0.448, + "eval_mar_100": 0.4642, + "eval_mar_100_Coverall": 0.6896, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4328, + "eval_mar_100_Mask": 0.4119, + "eval_mar_large": 0.6464, + "eval_mar_medium": 0.3629, + "eval_mar_small": 0.2719, + "eval_runtime": 6.4888, + "eval_samples_per_second": 23.117, + "eval_steps_per_second": 2.928, + "step": 4815 + }, + { + "epoch": 46.0, + "grad_norm": 95.78256225585938, + "learning_rate": 2.704672897196262e-05, + "loss": 0.9476, + "step": 4922 + }, + { + "epoch": 46.0, + "eval_loss": 1.3046610355377197, + "eval_map": 0.2737, + "eval_map_50": 0.5779, + "eval_map_75": 0.2219, + "eval_map_Coverall": 0.5344, + "eval_map_Face_Shield": 0.2537, + "eval_map_Gloves": 0.1547, + "eval_map_Goggles": 0.1925, + "eval_map_Mask": 0.233, + "eval_map_large": 0.4666, + "eval_map_medium": 0.1932, + "eval_map_small": 0.1539, + "eval_mar_1": 0.3059, + "eval_mar_10": 0.4356, + "eval_mar_100": 0.449, + "eval_mar_100_Coverall": 0.6896, + "eval_mar_100_Face_Shield": 0.4615, + "eval_mar_100_Gloves": 0.3055, + "eval_mar_100_Goggles": 0.4393, + "eval_mar_100_Mask": 0.349, + "eval_mar_large": 0.6348, + "eval_mar_medium": 0.3626, + "eval_mar_small": 0.2126, + "eval_runtime": 6.6934, + "eval_samples_per_second": 22.41, + "eval_steps_per_second": 2.839, + "step": 4922 + }, + { + "epoch": 47.0, + "grad_norm": 34.35319900512695, + "learning_rate": 2.6551401869158882e-05, + "loss": 0.9206, + "step": 5029 + }, + { + "epoch": 47.0, + "eval_loss": 1.2955403327941895, + "eval_map": 0.283, + "eval_map_50": 0.579, + "eval_map_75": 0.2365, + "eval_map_Coverall": 0.5501, + "eval_map_Face_Shield": 0.2723, + "eval_map_Gloves": 0.1598, + "eval_map_Goggles": 0.1965, + "eval_map_Mask": 0.2364, + "eval_map_large": 0.5024, + "eval_map_medium": 0.1993, + "eval_map_small": 0.1437, + "eval_mar_1": 0.3048, + "eval_mar_10": 0.4388, + "eval_mar_100": 0.4501, + "eval_mar_100_Coverall": 0.6913, + "eval_mar_100_Face_Shield": 0.4096, + "eval_mar_100_Gloves": 0.302, + "eval_mar_100_Goggles": 0.4689, + "eval_mar_100_Mask": 0.3789, + "eval_mar_large": 0.6283, + "eval_mar_medium": 0.3643, + "eval_mar_small": 0.2412, + "eval_runtime": 6.4948, + "eval_samples_per_second": 23.095, + "eval_steps_per_second": 2.925, + "step": 5029 + }, + { + "epoch": 48.0, + "grad_norm": 75.95118713378906, + "learning_rate": 2.605140186915888e-05, + "loss": 0.9431, + "step": 5136 + }, + { + "epoch": 48.0, + "eval_loss": 1.2809261083602905, + "eval_map": 0.2955, + "eval_map_50": 0.6039, + "eval_map_75": 0.2482, + "eval_map_Coverall": 0.5476, + "eval_map_Face_Shield": 0.3006, + "eval_map_Gloves": 0.1713, + "eval_map_Goggles": 0.2015, + "eval_map_Mask": 0.2567, + "eval_map_large": 0.5222, + "eval_map_medium": 0.2308, + "eval_map_small": 0.0914, + "eval_mar_1": 0.3096, + "eval_mar_10": 0.4442, + "eval_mar_100": 0.4548, + "eval_mar_100_Coverall": 0.6855, + "eval_mar_100_Face_Shield": 0.4154, + "eval_mar_100_Gloves": 0.3246, + "eval_mar_100_Goggles": 0.441, + "eval_mar_100_Mask": 0.4072, + "eval_mar_large": 0.6271, + "eval_mar_medium": 0.3786, + "eval_mar_small": 0.2012, + "eval_runtime": 6.658, + "eval_samples_per_second": 22.529, + "eval_steps_per_second": 2.854, + "step": 5136 + }, + { + "epoch": 49.0, + "grad_norm": 121.56167602539062, + "learning_rate": 2.555140186915888e-05, + "loss": 0.8965, + "step": 5243 + }, + { + "epoch": 49.0, + "eval_loss": 1.2967572212219238, + "eval_map": 0.2935, + "eval_map_50": 0.6015, + "eval_map_75": 0.2566, + "eval_map_Coverall": 0.5336, + "eval_map_Face_Shield": 0.2907, + "eval_map_Gloves": 0.1725, + "eval_map_Goggles": 0.1938, + "eval_map_Mask": 0.2771, + "eval_map_large": 0.4831, + "eval_map_medium": 0.2276, + "eval_map_small": 0.1579, + "eval_mar_1": 0.3112, + "eval_mar_10": 0.4451, + "eval_mar_100": 0.4623, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4558, + "eval_mar_100_Gloves": 0.3317, + "eval_mar_100_Goggles": 0.4344, + "eval_mar_100_Mask": 0.4052, + "eval_mar_large": 0.6389, + "eval_mar_medium": 0.3816, + "eval_mar_small": 0.2279, + "eval_runtime": 6.5894, + "eval_samples_per_second": 22.764, + "eval_steps_per_second": 2.883, + "step": 5243 + }, + { + "epoch": 50.0, + "grad_norm": 24.80811882019043, + "learning_rate": 2.505140186915888e-05, + "loss": 0.8636, + "step": 5350 + }, + { + "epoch": 50.0, + "eval_loss": 1.2917777299880981, + "eval_map": 0.2933, + "eval_map_50": 0.611, + "eval_map_75": 0.2363, + "eval_map_Coverall": 0.5353, + "eval_map_Face_Shield": 0.2819, + "eval_map_Gloves": 0.1849, + "eval_map_Goggles": 0.2064, + "eval_map_Mask": 0.2583, + "eval_map_large": 0.5035, + "eval_map_medium": 0.2087, + "eval_map_small": 0.1728, + "eval_mar_1": 0.3236, + "eval_mar_10": 0.4496, + "eval_mar_100": 0.468, + "eval_mar_100_Coverall": 0.6786, + "eval_mar_100_Face_Shield": 0.4769, + "eval_mar_100_Gloves": 0.3432, + "eval_mar_100_Goggles": 0.4475, + "eval_mar_100_Mask": 0.3938, + "eval_mar_large": 0.6468, + "eval_mar_medium": 0.3745, + "eval_mar_small": 0.2535, + "eval_runtime": 6.743, + "eval_samples_per_second": 22.245, + "eval_steps_per_second": 2.818, + "step": 5350 + }, + { + "epoch": 51.0, + "grad_norm": 37.8548583984375, + "learning_rate": 2.455140186915888e-05, + "loss": 0.8769, + "step": 5457 + }, + { + "epoch": 51.0, + "eval_loss": 1.2744126319885254, + "eval_map": 0.2959, + "eval_map_50": 0.6161, + "eval_map_75": 0.2408, + "eval_map_Coverall": 0.5475, + "eval_map_Face_Shield": 0.289, + "eval_map_Gloves": 0.1629, + "eval_map_Goggles": 0.2061, + "eval_map_Mask": 0.2737, + "eval_map_large": 0.4925, + "eval_map_medium": 0.2291, + "eval_map_small": 0.1599, + "eval_mar_1": 0.3212, + "eval_mar_10": 0.4461, + "eval_mar_100": 0.4567, + "eval_mar_100_Coverall": 0.6942, + "eval_mar_100_Face_Shield": 0.4365, + "eval_mar_100_Gloves": 0.3191, + "eval_mar_100_Goggles": 0.4361, + "eval_mar_100_Mask": 0.3974, + "eval_mar_large": 0.6405, + "eval_mar_medium": 0.3782, + "eval_mar_small": 0.2249, + "eval_runtime": 6.6103, + "eval_samples_per_second": 22.692, + "eval_steps_per_second": 2.874, + "step": 5457 + }, + { + "epoch": 52.0, + "grad_norm": 34.370033264160156, + "learning_rate": 2.405140186915888e-05, + "loss": 0.8591, + "step": 5564 + }, + { + "epoch": 52.0, + "eval_loss": 1.3173612356185913, + "eval_map": 0.2949, + "eval_map_50": 0.6031, + "eval_map_75": 0.254, + "eval_map_Coverall": 0.5382, + "eval_map_Face_Shield": 0.2941, + "eval_map_Gloves": 0.1565, + "eval_map_Goggles": 0.2212, + "eval_map_Mask": 0.2645, + "eval_map_large": 0.5068, + "eval_map_medium": 0.2241, + "eval_map_small": 0.1589, + "eval_mar_1": 0.3164, + "eval_mar_10": 0.4543, + "eval_mar_100": 0.4668, + "eval_mar_100_Coverall": 0.6884, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.3106, + "eval_mar_100_Goggles": 0.4689, + "eval_mar_100_Mask": 0.4067, + "eval_mar_large": 0.6637, + "eval_mar_medium": 0.3872, + "eval_mar_small": 0.2307, + "eval_runtime": 6.7355, + "eval_samples_per_second": 22.27, + "eval_steps_per_second": 2.821, + "step": 5564 + }, + { + "epoch": 53.0, + "grad_norm": 45.92072296142578, + "learning_rate": 2.355140186915888e-05, + "loss": 0.8347, + "step": 5671 + }, + { + "epoch": 53.0, + "eval_loss": 1.2626049518585205, + "eval_map": 0.3071, + "eval_map_50": 0.6126, + "eval_map_75": 0.2618, + "eval_map_Coverall": 0.5428, + "eval_map_Face_Shield": 0.3195, + "eval_map_Gloves": 0.1497, + "eval_map_Goggles": 0.2318, + "eval_map_Mask": 0.2917, + "eval_map_large": 0.5266, + "eval_map_medium": 0.228, + "eval_map_small": 0.1107, + "eval_mar_1": 0.3237, + "eval_mar_10": 0.4523, + "eval_mar_100": 0.4672, + "eval_mar_100_Coverall": 0.6809, + "eval_mar_100_Face_Shield": 0.4673, + "eval_mar_100_Gloves": 0.3156, + "eval_mar_100_Goggles": 0.4377, + "eval_mar_100_Mask": 0.4345, + "eval_mar_large": 0.6472, + "eval_mar_medium": 0.3786, + "eval_mar_small": 0.2187, + "eval_runtime": 6.553, + "eval_samples_per_second": 22.89, + "eval_steps_per_second": 2.899, + "step": 5671 + }, + { + "epoch": 54.0, + "grad_norm": 46.98796844482422, + "learning_rate": 2.3051401869158878e-05, + "loss": 0.8474, + "step": 5778 + }, + { + "epoch": 54.0, + "eval_loss": 1.273046851158142, + "eval_map": 0.3094, + "eval_map_50": 0.6174, + "eval_map_75": 0.2591, + "eval_map_Coverall": 0.5352, + "eval_map_Face_Shield": 0.3235, + "eval_map_Gloves": 0.1627, + "eval_map_Goggles": 0.2273, + "eval_map_Mask": 0.2983, + "eval_map_large": 0.5153, + "eval_map_medium": 0.2387, + "eval_map_small": 0.1729, + "eval_mar_1": 0.3268, + "eval_mar_10": 0.4591, + "eval_mar_100": 0.4714, + "eval_mar_100_Coverall": 0.6925, + "eval_mar_100_Face_Shield": 0.4615, + "eval_mar_100_Gloves": 0.3151, + "eval_mar_100_Goggles": 0.459, + "eval_mar_100_Mask": 0.4289, + "eval_mar_large": 0.645, + "eval_mar_medium": 0.3975, + "eval_mar_small": 0.2482, + "eval_runtime": 6.4673, + "eval_samples_per_second": 23.194, + "eval_steps_per_second": 2.938, + "step": 5778 + }, + { + "epoch": 55.0, + "grad_norm": 31.860877990722656, + "learning_rate": 2.255140186915888e-05, + "loss": 0.8326, + "step": 5885 + }, + { + "epoch": 55.0, + "eval_loss": 1.3200864791870117, + "eval_map": 0.2977, + "eval_map_50": 0.6056, + "eval_map_75": 0.259, + "eval_map_Coverall": 0.5208, + "eval_map_Face_Shield": 0.3094, + "eval_map_Gloves": 0.1661, + "eval_map_Goggles": 0.1961, + "eval_map_Mask": 0.2963, + "eval_map_large": 0.4971, + "eval_map_medium": 0.2296, + "eval_map_small": 0.1635, + "eval_mar_1": 0.3159, + "eval_mar_10": 0.4505, + "eval_mar_100": 0.4619, + "eval_mar_100_Coverall": 0.6769, + "eval_mar_100_Face_Shield": 0.4462, + "eval_mar_100_Gloves": 0.3075, + "eval_mar_100_Goggles": 0.4508, + "eval_mar_100_Mask": 0.4284, + "eval_mar_large": 0.6458, + "eval_mar_medium": 0.3789, + "eval_mar_small": 0.2297, + "eval_runtime": 6.5471, + "eval_samples_per_second": 22.911, + "eval_steps_per_second": 2.902, + "step": 5885 + }, + { + "epoch": 56.0, + "grad_norm": 34.96099090576172, + "learning_rate": 2.205140186915888e-05, + "loss": 0.8263, + "step": 5992 + }, + { + "epoch": 56.0, + "eval_loss": 1.288634181022644, + "eval_map": 0.3029, + "eval_map_50": 0.6093, + "eval_map_75": 0.2592, + "eval_map_Coverall": 0.5289, + "eval_map_Face_Shield": 0.3448, + "eval_map_Gloves": 0.1479, + "eval_map_Goggles": 0.2026, + "eval_map_Mask": 0.2906, + "eval_map_large": 0.5254, + "eval_map_medium": 0.2243, + "eval_map_small": 0.1656, + "eval_mar_1": 0.3256, + "eval_mar_10": 0.4529, + "eval_mar_100": 0.471, + "eval_mar_100_Coverall": 0.6838, + "eval_mar_100_Face_Shield": 0.4808, + "eval_mar_100_Gloves": 0.3095, + "eval_mar_100_Goggles": 0.4574, + "eval_mar_100_Mask": 0.4237, + "eval_mar_large": 0.6623, + "eval_mar_medium": 0.3875, + "eval_mar_small": 0.2464, + "eval_runtime": 6.7392, + "eval_samples_per_second": 22.258, + "eval_steps_per_second": 2.819, + "step": 5992 + }, + { + "epoch": 57.0, + "grad_norm": 214.29505920410156, + "learning_rate": 2.155140186915888e-05, + "loss": 0.8222, + "step": 6099 + }, + { + "epoch": 57.0, + "eval_loss": 1.2601176500320435, + "eval_map": 0.3086, + "eval_map_50": 0.6085, + "eval_map_75": 0.2789, + "eval_map_Coverall": 0.5455, + "eval_map_Face_Shield": 0.3148, + "eval_map_Gloves": 0.1575, + "eval_map_Goggles": 0.2356, + "eval_map_Mask": 0.2895, + "eval_map_large": 0.5201, + "eval_map_medium": 0.2259, + "eval_map_small": 0.1746, + "eval_mar_1": 0.3328, + "eval_mar_10": 0.4596, + "eval_mar_100": 0.4718, + "eval_mar_100_Coverall": 0.6931, + "eval_mar_100_Face_Shield": 0.4769, + "eval_mar_100_Gloves": 0.3181, + "eval_mar_100_Goggles": 0.4525, + "eval_mar_100_Mask": 0.4186, + "eval_mar_large": 0.6718, + "eval_mar_medium": 0.3766, + "eval_mar_small": 0.2474, + "eval_runtime": 6.5535, + "eval_samples_per_second": 22.888, + "eval_steps_per_second": 2.899, + "step": 6099 + }, + { + "epoch": 58.0, + "grad_norm": 252.525390625, + "learning_rate": 2.105140186915888e-05, + "loss": 0.8328, + "step": 6206 + }, + { + "epoch": 58.0, + "eval_loss": 1.2602887153625488, + "eval_map": 0.3137, + "eval_map_50": 0.6183, + "eval_map_75": 0.2922, + "eval_map_Coverall": 0.5519, + "eval_map_Face_Shield": 0.3174, + "eval_map_Gloves": 0.1559, + "eval_map_Goggles": 0.2486, + "eval_map_Mask": 0.2948, + "eval_map_large": 0.5418, + "eval_map_medium": 0.2253, + "eval_map_small": 0.1647, + "eval_mar_1": 0.3307, + "eval_mar_10": 0.4605, + "eval_mar_100": 0.4712, + "eval_mar_100_Coverall": 0.6936, + "eval_mar_100_Face_Shield": 0.4615, + "eval_mar_100_Gloves": 0.3276, + "eval_mar_100_Goggles": 0.4492, + "eval_mar_100_Mask": 0.4242, + "eval_mar_large": 0.6654, + "eval_mar_medium": 0.3802, + "eval_mar_small": 0.243, + "eval_runtime": 6.4808, + "eval_samples_per_second": 23.145, + "eval_steps_per_second": 2.932, + "step": 6206 + }, + { + "epoch": 59.0, + "grad_norm": 55.719913482666016, + "learning_rate": 2.0551401869158878e-05, + "loss": 0.8005, + "step": 6313 + }, + { + "epoch": 59.0, + "eval_loss": 1.2536108493804932, + "eval_map": 0.3103, + "eval_map_50": 0.6141, + "eval_map_75": 0.266, + "eval_map_Coverall": 0.5517, + "eval_map_Face_Shield": 0.3166, + "eval_map_Gloves": 0.1487, + "eval_map_Goggles": 0.2489, + "eval_map_Mask": 0.2857, + "eval_map_large": 0.5386, + "eval_map_medium": 0.2226, + "eval_map_small": 0.173, + "eval_mar_1": 0.3322, + "eval_mar_10": 0.4597, + "eval_mar_100": 0.4703, + "eval_mar_100_Coverall": 0.6867, + "eval_mar_100_Face_Shield": 0.4673, + "eval_mar_100_Gloves": 0.309, + "eval_mar_100_Goggles": 0.4623, + "eval_mar_100_Mask": 0.4263, + "eval_mar_large": 0.6546, + "eval_mar_medium": 0.3798, + "eval_mar_small": 0.2512, + "eval_runtime": 6.6225, + "eval_samples_per_second": 22.65, + "eval_steps_per_second": 2.869, + "step": 6313 + }, + { + "epoch": 60.0, + "grad_norm": 180.2192840576172, + "learning_rate": 2.005140186915888e-05, + "loss": 0.7786, + "step": 6420 + }, + { + "epoch": 60.0, + "eval_loss": 1.264171838760376, + "eval_map": 0.309, + "eval_map_50": 0.6275, + "eval_map_75": 0.2553, + "eval_map_Coverall": 0.5394, + "eval_map_Face_Shield": 0.3146, + "eval_map_Gloves": 0.1573, + "eval_map_Goggles": 0.2571, + "eval_map_Mask": 0.2764, + "eval_map_large": 0.5254, + "eval_map_medium": 0.2286, + "eval_map_small": 0.1445, + "eval_mar_1": 0.3205, + "eval_mar_10": 0.4492, + "eval_mar_100": 0.4578, + "eval_mar_100_Coverall": 0.6786, + "eval_mar_100_Face_Shield": 0.4346, + "eval_mar_100_Gloves": 0.3126, + "eval_mar_100_Goggles": 0.4623, + "eval_mar_100_Mask": 0.401, + "eval_mar_large": 0.6501, + "eval_mar_medium": 0.3713, + "eval_mar_small": 0.223, + "eval_runtime": 6.4837, + "eval_samples_per_second": 23.135, + "eval_steps_per_second": 2.93, + "step": 6420 + }, + { + "epoch": 61.0, + "grad_norm": 66.80425262451172, + "learning_rate": 1.955140186915888e-05, + "loss": 0.8077, + "step": 6527 + }, + { + "epoch": 61.0, + "eval_loss": 1.2750225067138672, + "eval_map": 0.2959, + "eval_map_50": 0.6106, + "eval_map_75": 0.236, + "eval_map_Coverall": 0.5316, + "eval_map_Face_Shield": 0.3034, + "eval_map_Gloves": 0.1394, + "eval_map_Goggles": 0.2304, + "eval_map_Mask": 0.2748, + "eval_map_large": 0.5175, + "eval_map_medium": 0.2134, + "eval_map_small": 0.1838, + "eval_mar_1": 0.3227, + "eval_mar_10": 0.4463, + "eval_mar_100": 0.4581, + "eval_mar_100_Coverall": 0.6884, + "eval_mar_100_Face_Shield": 0.4308, + "eval_mar_100_Gloves": 0.302, + "eval_mar_100_Goggles": 0.459, + "eval_mar_100_Mask": 0.4103, + "eval_mar_large": 0.662, + "eval_mar_medium": 0.3555, + "eval_mar_small": 0.2573, + "eval_runtime": 6.7586, + "eval_samples_per_second": 22.194, + "eval_steps_per_second": 2.811, + "step": 6527 + }, + { + "epoch": 62.0, + "grad_norm": 86.33534240722656, + "learning_rate": 1.905140186915888e-05, + "loss": 0.7867, + "step": 6634 + }, + { + "epoch": 62.0, + "eval_loss": 1.2521462440490723, + "eval_map": 0.3135, + "eval_map_50": 0.6255, + "eval_map_75": 0.2768, + "eval_map_Coverall": 0.5386, + "eval_map_Face_Shield": 0.3145, + "eval_map_Gloves": 0.1656, + "eval_map_Goggles": 0.258, + "eval_map_Mask": 0.2908, + "eval_map_large": 0.5261, + "eval_map_medium": 0.2267, + "eval_map_small": 0.1781, + "eval_mar_1": 0.3347, + "eval_mar_10": 0.4584, + "eval_mar_100": 0.4696, + "eval_mar_100_Coverall": 0.6925, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.3211, + "eval_mar_100_Goggles": 0.4639, + "eval_mar_100_Mask": 0.4072, + "eval_mar_large": 0.6675, + "eval_mar_medium": 0.3671, + "eval_mar_small": 0.2595, + "eval_runtime": 6.5318, + "eval_samples_per_second": 22.965, + "eval_steps_per_second": 2.909, + "step": 6634 + }, + { + "epoch": 63.0, + "grad_norm": 50.25374984741211, + "learning_rate": 1.855140186915888e-05, + "loss": 0.772, + "step": 6741 + }, + { + "epoch": 63.0, + "eval_loss": 1.2545621395111084, + "eval_map": 0.3072, + "eval_map_50": 0.6313, + "eval_map_75": 0.2524, + "eval_map_Coverall": 0.5381, + "eval_map_Face_Shield": 0.277, + "eval_map_Gloves": 0.1792, + "eval_map_Goggles": 0.2497, + "eval_map_Mask": 0.2918, + "eval_map_large": 0.5233, + "eval_map_medium": 0.2297, + "eval_map_small": 0.1802, + "eval_mar_1": 0.3295, + "eval_mar_10": 0.4587, + "eval_mar_100": 0.4696, + "eval_mar_100_Coverall": 0.6913, + "eval_mar_100_Face_Shield": 0.4346, + "eval_mar_100_Gloves": 0.3327, + "eval_mar_100_Goggles": 0.4787, + "eval_mar_100_Mask": 0.4108, + "eval_mar_large": 0.6625, + "eval_mar_medium": 0.3667, + "eval_mar_small": 0.2715, + "eval_runtime": 6.5046, + "eval_samples_per_second": 23.061, + "eval_steps_per_second": 2.921, + "step": 6741 + }, + { + "epoch": 64.0, + "grad_norm": 105.77357482910156, + "learning_rate": 1.805140186915888e-05, + "loss": 0.7736, + "step": 6848 + }, + { + "epoch": 64.0, + "eval_loss": 1.2672957181930542, + "eval_map": 0.3021, + "eval_map_50": 0.614, + "eval_map_75": 0.244, + "eval_map_Coverall": 0.5308, + "eval_map_Face_Shield": 0.3057, + "eval_map_Gloves": 0.1597, + "eval_map_Goggles": 0.2247, + "eval_map_Mask": 0.2895, + "eval_map_large": 0.4996, + "eval_map_medium": 0.2327, + "eval_map_small": 0.1813, + "eval_mar_1": 0.3305, + "eval_mar_10": 0.4561, + "eval_mar_100": 0.4622, + "eval_mar_100_Coverall": 0.6803, + "eval_mar_100_Face_Shield": 0.4423, + "eval_mar_100_Gloves": 0.306, + "eval_mar_100_Goggles": 0.459, + "eval_mar_100_Mask": 0.4232, + "eval_mar_large": 0.6488, + "eval_mar_medium": 0.3738, + "eval_mar_small": 0.2509, + "eval_runtime": 6.8117, + "eval_samples_per_second": 22.021, + "eval_steps_per_second": 2.789, + "step": 6848 + }, + { + "epoch": 65.0, + "grad_norm": 41.35578918457031, + "learning_rate": 1.755140186915888e-05, + "loss": 0.7561, + "step": 6955 + }, + { + "epoch": 65.0, + "eval_loss": 1.3063082695007324, + "eval_map": 0.2936, + "eval_map_50": 0.6089, + "eval_map_75": 0.2321, + "eval_map_Coverall": 0.519, + "eval_map_Face_Shield": 0.3054, + "eval_map_Gloves": 0.1472, + "eval_map_Goggles": 0.2309, + "eval_map_Mask": 0.2653, + "eval_map_large": 0.5179, + "eval_map_medium": 0.2158, + "eval_map_small": 0.1759, + "eval_mar_1": 0.3244, + "eval_mar_10": 0.4481, + "eval_mar_100": 0.4604, + "eval_mar_100_Coverall": 0.6769, + "eval_mar_100_Face_Shield": 0.4558, + "eval_mar_100_Gloves": 0.308, + "eval_mar_100_Goggles": 0.459, + "eval_mar_100_Mask": 0.4021, + "eval_mar_large": 0.6391, + "eval_mar_medium": 0.3706, + "eval_mar_small": 0.2518, + "eval_runtime": 6.6567, + "eval_samples_per_second": 22.534, + "eval_steps_per_second": 2.854, + "step": 6955 + }, + { + "epoch": 66.0, + "grad_norm": 20.81822967529297, + "learning_rate": 1.7051401869158878e-05, + "loss": 0.7316, + "step": 7062 + }, + { + "epoch": 66.0, + "eval_loss": 1.257497787475586, + "eval_map": 0.315, + "eval_map_50": 0.6168, + "eval_map_75": 0.2804, + "eval_map_Coverall": 0.5418, + "eval_map_Face_Shield": 0.3304, + "eval_map_Gloves": 0.1497, + "eval_map_Goggles": 0.2533, + "eval_map_Mask": 0.3001, + "eval_map_large": 0.5303, + "eval_map_medium": 0.2251, + "eval_map_small": 0.1995, + "eval_mar_1": 0.3363, + "eval_mar_10": 0.464, + "eval_mar_100": 0.4719, + "eval_mar_100_Coverall": 0.6913, + "eval_mar_100_Face_Shield": 0.4577, + "eval_mar_100_Gloves": 0.3141, + "eval_mar_100_Goggles": 0.4738, + "eval_mar_100_Mask": 0.4227, + "eval_mar_large": 0.6547, + "eval_mar_medium": 0.3883, + "eval_mar_small": 0.2563, + "eval_runtime": 6.7474, + "eval_samples_per_second": 22.231, + "eval_steps_per_second": 2.816, + "step": 7062 + }, + { + "epoch": 67.0, + "grad_norm": 103.03548431396484, + "learning_rate": 1.655140186915888e-05, + "loss": 0.746, + "step": 7169 + }, + { + "epoch": 67.0, + "eval_loss": 1.2713123559951782, + "eval_map": 0.3118, + "eval_map_50": 0.6229, + "eval_map_75": 0.2625, + "eval_map_Coverall": 0.5428, + "eval_map_Face_Shield": 0.3193, + "eval_map_Gloves": 0.1503, + "eval_map_Goggles": 0.2676, + "eval_map_Mask": 0.2791, + "eval_map_large": 0.5371, + "eval_map_medium": 0.2338, + "eval_map_small": 0.1695, + "eval_mar_1": 0.3323, + "eval_mar_10": 0.4597, + "eval_mar_100": 0.4707, + "eval_mar_100_Coverall": 0.6896, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.3166, + "eval_mar_100_Goggles": 0.4787, + "eval_mar_100_Mask": 0.4149, + "eval_mar_large": 0.6594, + "eval_mar_medium": 0.3916, + "eval_mar_small": 0.2419, + "eval_runtime": 6.5307, + "eval_samples_per_second": 22.968, + "eval_steps_per_second": 2.909, + "step": 7169 + }, + { + "epoch": 68.0, + "grad_norm": 220.79505920410156, + "learning_rate": 1.605140186915888e-05, + "loss": 0.7539, + "step": 7276 + }, + { + "epoch": 68.0, + "eval_loss": 1.2704811096191406, + "eval_map": 0.3161, + "eval_map_50": 0.6353, + "eval_map_75": 0.2591, + "eval_map_Coverall": 0.5358, + "eval_map_Face_Shield": 0.3318, + "eval_map_Gloves": 0.1494, + "eval_map_Goggles": 0.2715, + "eval_map_Mask": 0.292, + "eval_map_large": 0.5451, + "eval_map_medium": 0.2332, + "eval_map_small": 0.1718, + "eval_mar_1": 0.3343, + "eval_mar_10": 0.4568, + "eval_mar_100": 0.4702, + "eval_mar_100_Coverall": 0.6803, + "eval_mar_100_Face_Shield": 0.4577, + "eval_mar_100_Gloves": 0.3146, + "eval_mar_100_Goggles": 0.4918, + "eval_mar_100_Mask": 0.4067, + "eval_mar_large": 0.6569, + "eval_mar_medium": 0.3826, + "eval_mar_small": 0.2554, + "eval_runtime": 6.6308, + "eval_samples_per_second": 22.622, + "eval_steps_per_second": 2.865, + "step": 7276 + }, + { + "epoch": 69.0, + "grad_norm": 109.15316009521484, + "learning_rate": 1.555140186915888e-05, + "loss": 0.7219, + "step": 7383 + }, + { + "epoch": 69.0, + "eval_loss": 1.264357566833496, + "eval_map": 0.3175, + "eval_map_50": 0.6321, + "eval_map_75": 0.2758, + "eval_map_Coverall": 0.5442, + "eval_map_Face_Shield": 0.3151, + "eval_map_Gloves": 0.1662, + "eval_map_Goggles": 0.2727, + "eval_map_Mask": 0.2895, + "eval_map_large": 0.5379, + "eval_map_medium": 0.2341, + "eval_map_small": 0.1924, + "eval_mar_1": 0.3404, + "eval_mar_10": 0.4653, + "eval_mar_100": 0.4744, + "eval_mar_100_Coverall": 0.6988, + "eval_mar_100_Face_Shield": 0.4712, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4672, + "eval_mar_100_Mask": 0.417, + "eval_mar_large": 0.6648, + "eval_mar_medium": 0.3925, + "eval_mar_small": 0.2457, + "eval_runtime": 6.4627, + "eval_samples_per_second": 23.21, + "eval_steps_per_second": 2.94, + "step": 7383 + }, + { + "epoch": 70.0, + "grad_norm": 228.4291229248047, + "learning_rate": 1.505140186915888e-05, + "loss": 0.7202, + "step": 7490 + }, + { + "epoch": 70.0, + "eval_loss": 1.2717578411102295, + "eval_map": 0.3124, + "eval_map_50": 0.6233, + "eval_map_75": 0.2622, + "eval_map_Coverall": 0.547, + "eval_map_Face_Shield": 0.3204, + "eval_map_Gloves": 0.16, + "eval_map_Goggles": 0.2487, + "eval_map_Mask": 0.2858, + "eval_map_large": 0.5305, + "eval_map_medium": 0.2246, + "eval_map_small": 0.1758, + "eval_mar_1": 0.334, + "eval_mar_10": 0.4534, + "eval_mar_100": 0.4602, + "eval_mar_100_Coverall": 0.6954, + "eval_mar_100_Face_Shield": 0.4327, + "eval_mar_100_Gloves": 0.3251, + "eval_mar_100_Goggles": 0.4361, + "eval_mar_100_Mask": 0.4119, + "eval_mar_large": 0.6419, + "eval_mar_medium": 0.3718, + "eval_mar_small": 0.2437, + "eval_runtime": 6.8459, + "eval_samples_per_second": 21.911, + "eval_steps_per_second": 2.775, + "step": 7490 + }, + { + "epoch": 71.0, + "grad_norm": 92.65447235107422, + "learning_rate": 1.4551401869158878e-05, + "loss": 0.7019, + "step": 7597 + }, + { + "epoch": 71.0, + "eval_loss": 1.2818859815597534, + "eval_map": 0.3073, + "eval_map_50": 0.6104, + "eval_map_75": 0.2737, + "eval_map_Coverall": 0.548, + "eval_map_Face_Shield": 0.3097, + "eval_map_Gloves": 0.1571, + "eval_map_Goggles": 0.2321, + "eval_map_Mask": 0.2894, + "eval_map_large": 0.5232, + "eval_map_medium": 0.2295, + "eval_map_small": 0.1777, + "eval_mar_1": 0.3287, + "eval_mar_10": 0.4558, + "eval_mar_100": 0.4679, + "eval_mar_100_Coverall": 0.6913, + "eval_mar_100_Face_Shield": 0.4269, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4951, + "eval_mar_100_Mask": 0.4088, + "eval_mar_large": 0.6526, + "eval_mar_medium": 0.3812, + "eval_mar_small": 0.2492, + "eval_runtime": 6.7432, + "eval_samples_per_second": 22.245, + "eval_steps_per_second": 2.818, + "step": 7597 + }, + { + "epoch": 72.0, + "grad_norm": 46.90920639038086, + "learning_rate": 1.4051401869158878e-05, + "loss": 0.6951, + "step": 7704 + }, + { + "epoch": 72.0, + "eval_loss": 1.2853267192840576, + "eval_map": 0.3099, + "eval_map_50": 0.6174, + "eval_map_75": 0.2613, + "eval_map_Coverall": 0.5493, + "eval_map_Face_Shield": 0.3007, + "eval_map_Gloves": 0.1597, + "eval_map_Goggles": 0.2477, + "eval_map_Mask": 0.2921, + "eval_map_large": 0.5177, + "eval_map_medium": 0.2375, + "eval_map_small": 0.1872, + "eval_mar_1": 0.3358, + "eval_mar_10": 0.463, + "eval_mar_100": 0.4711, + "eval_mar_100_Coverall": 0.6954, + "eval_mar_100_Face_Shield": 0.4462, + "eval_mar_100_Gloves": 0.3312, + "eval_mar_100_Goggles": 0.4689, + "eval_mar_100_Mask": 0.4139, + "eval_mar_large": 0.6495, + "eval_mar_medium": 0.3905, + "eval_mar_small": 0.2495, + "eval_runtime": 6.9163, + "eval_samples_per_second": 21.688, + "eval_steps_per_second": 2.747, + "step": 7704 + }, + { + "epoch": 73.0, + "grad_norm": NaN, + "learning_rate": 1.355607476635514e-05, + "loss": 0.6821, + "step": 7811 + }, + { + "epoch": 73.0, + "eval_loss": 1.2948651313781738, + "eval_map": 0.304, + "eval_map_50": 0.6157, + "eval_map_75": 0.2543, + "eval_map_Coverall": 0.5392, + "eval_map_Face_Shield": 0.3043, + "eval_map_Gloves": 0.1457, + "eval_map_Goggles": 0.2493, + "eval_map_Mask": 0.2817, + "eval_map_large": 0.5134, + "eval_map_medium": 0.2194, + "eval_map_small": 0.1795, + "eval_mar_1": 0.3303, + "eval_mar_10": 0.4579, + "eval_mar_100": 0.4682, + "eval_mar_100_Coverall": 0.6884, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.3106, + "eval_mar_100_Goggles": 0.4803, + "eval_mar_100_Mask": 0.4021, + "eval_mar_large": 0.6627, + "eval_mar_medium": 0.3667, + "eval_mar_small": 0.2485, + "eval_runtime": 7.3772, + "eval_samples_per_second": 20.333, + "eval_steps_per_second": 2.576, + "step": 7811 + }, + { + "epoch": 74.0, + "grad_norm": 34.73872375488281, + "learning_rate": 1.3056074766355142e-05, + "loss": 0.6943, + "step": 7918 + }, + { + "epoch": 74.0, + "eval_loss": 1.2789827585220337, + "eval_map": 0.3101, + "eval_map_50": 0.6194, + "eval_map_75": 0.2567, + "eval_map_Coverall": 0.5416, + "eval_map_Face_Shield": 0.3093, + "eval_map_Gloves": 0.1441, + "eval_map_Goggles": 0.2547, + "eval_map_Mask": 0.3007, + "eval_map_large": 0.52, + "eval_map_medium": 0.2366, + "eval_map_small": 0.1863, + "eval_mar_1": 0.3337, + "eval_mar_10": 0.4559, + "eval_mar_100": 0.4647, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4442, + "eval_mar_100_Gloves": 0.3005, + "eval_mar_100_Goggles": 0.4754, + "eval_mar_100_Mask": 0.4191, + "eval_mar_large": 0.6517, + "eval_mar_medium": 0.3708, + "eval_mar_small": 0.2422, + "eval_runtime": 6.6928, + "eval_samples_per_second": 22.412, + "eval_steps_per_second": 2.839, + "step": 7918 + }, + { + "epoch": 75.0, + "grad_norm": 45.838314056396484, + "learning_rate": 1.2556074766355142e-05, + "loss": 0.6786, + "step": 8025 + }, + { + "epoch": 75.0, + "eval_loss": 1.2823002338409424, + "eval_map": 0.3121, + "eval_map_50": 0.6285, + "eval_map_75": 0.2576, + "eval_map_Coverall": 0.5449, + "eval_map_Face_Shield": 0.3174, + "eval_map_Gloves": 0.1517, + "eval_map_Goggles": 0.2466, + "eval_map_Mask": 0.2997, + "eval_map_large": 0.5135, + "eval_map_medium": 0.2309, + "eval_map_small": 0.1497, + "eval_mar_1": 0.3348, + "eval_mar_10": 0.4575, + "eval_mar_100": 0.4686, + "eval_mar_100_Coverall": 0.6838, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.3111, + "eval_mar_100_Goggles": 0.4639, + "eval_mar_100_Mask": 0.4206, + "eval_mar_large": 0.6485, + "eval_mar_medium": 0.3764, + "eval_mar_small": 0.2583, + "eval_runtime": 6.845, + "eval_samples_per_second": 21.914, + "eval_steps_per_second": 2.776, + "step": 8025 + }, + { + "epoch": 76.0, + "grad_norm": 58.462955474853516, + "learning_rate": 1.2056074766355141e-05, + "loss": 0.6606, + "step": 8132 + }, + { + "epoch": 76.0, + "eval_loss": 1.2779834270477295, + "eval_map": 0.3191, + "eval_map_50": 0.628, + "eval_map_75": 0.2754, + "eval_map_Coverall": 0.5547, + "eval_map_Face_Shield": 0.316, + "eval_map_Gloves": 0.1575, + "eval_map_Goggles": 0.2601, + "eval_map_Mask": 0.3071, + "eval_map_large": 0.5414, + "eval_map_medium": 0.2363, + "eval_map_small": 0.1958, + "eval_mar_1": 0.3399, + "eval_mar_10": 0.4597, + "eval_mar_100": 0.4708, + "eval_mar_100_Coverall": 0.7, + "eval_mar_100_Face_Shield": 0.4442, + "eval_mar_100_Gloves": 0.3111, + "eval_mar_100_Goggles": 0.4672, + "eval_mar_100_Mask": 0.4314, + "eval_mar_large": 0.6633, + "eval_mar_medium": 0.3744, + "eval_mar_small": 0.2592, + "eval_runtime": 6.541, + "eval_samples_per_second": 22.932, + "eval_steps_per_second": 2.905, + "step": 8132 + }, + { + "epoch": 77.0, + "grad_norm": 53.41096115112305, + "learning_rate": 1.1556074766355141e-05, + "loss": 0.6585, + "step": 8239 + }, + { + "epoch": 77.0, + "eval_loss": 1.2696439027786255, + "eval_map": 0.3162, + "eval_map_50": 0.6344, + "eval_map_75": 0.2645, + "eval_map_Coverall": 0.544, + "eval_map_Face_Shield": 0.3221, + "eval_map_Gloves": 0.1604, + "eval_map_Goggles": 0.243, + "eval_map_Mask": 0.3117, + "eval_map_large": 0.5346, + "eval_map_medium": 0.2277, + "eval_map_small": 0.1962, + "eval_mar_1": 0.3365, + "eval_mar_10": 0.4586, + "eval_mar_100": 0.4682, + "eval_mar_100_Coverall": 0.6931, + "eval_mar_100_Face_Shield": 0.4462, + "eval_mar_100_Gloves": 0.3231, + "eval_mar_100_Goggles": 0.4541, + "eval_mar_100_Mask": 0.4247, + "eval_mar_large": 0.6505, + "eval_mar_medium": 0.3861, + "eval_mar_small": 0.2466, + "eval_runtime": 6.9635, + "eval_samples_per_second": 21.541, + "eval_steps_per_second": 2.729, + "step": 8239 + }, + { + "epoch": 78.0, + "grad_norm": 90.056884765625, + "learning_rate": 1.105607476635514e-05, + "loss": 0.6592, + "step": 8346 + }, + { + "epoch": 78.0, + "eval_loss": 1.2684084177017212, + "eval_map": 0.3196, + "eval_map_50": 0.6245, + "eval_map_75": 0.2718, + "eval_map_Coverall": 0.5458, + "eval_map_Face_Shield": 0.3302, + "eval_map_Gloves": 0.1748, + "eval_map_Goggles": 0.2455, + "eval_map_Mask": 0.3014, + "eval_map_large": 0.5384, + "eval_map_medium": 0.2306, + "eval_map_small": 0.2043, + "eval_mar_1": 0.3429, + "eval_mar_10": 0.4657, + "eval_mar_100": 0.4755, + "eval_mar_100_Coverall": 0.6902, + "eval_mar_100_Face_Shield": 0.4577, + "eval_mar_100_Gloves": 0.3377, + "eval_mar_100_Goggles": 0.4672, + "eval_mar_100_Mask": 0.4247, + "eval_mar_large": 0.6572, + "eval_mar_medium": 0.3934, + "eval_mar_small": 0.2704, + "eval_runtime": 7.0214, + "eval_samples_per_second": 21.363, + "eval_steps_per_second": 2.706, + "step": 8346 + }, + { + "epoch": 79.0, + "grad_norm": 53.79581069946289, + "learning_rate": 1.055607476635514e-05, + "loss": 0.6585, + "step": 8453 + }, + { + "epoch": 79.0, + "eval_loss": 1.2726613283157349, + "eval_map": 0.3178, + "eval_map_50": 0.6234, + "eval_map_75": 0.2755, + "eval_map_Coverall": 0.5462, + "eval_map_Face_Shield": 0.334, + "eval_map_Gloves": 0.1643, + "eval_map_Goggles": 0.2447, + "eval_map_Mask": 0.2997, + "eval_map_large": 0.5422, + "eval_map_medium": 0.2309, + "eval_map_small": 0.2032, + "eval_mar_1": 0.337, + "eval_mar_10": 0.4627, + "eval_mar_100": 0.4718, + "eval_mar_100_Coverall": 0.6879, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.3337, + "eval_mar_100_Goggles": 0.4738, + "eval_mar_100_Mask": 0.4098, + "eval_mar_large": 0.6604, + "eval_mar_medium": 0.3828, + "eval_mar_small": 0.2685, + "eval_runtime": 7.1978, + "eval_samples_per_second": 20.84, + "eval_steps_per_second": 2.64, + "step": 8453 + }, + { + "epoch": 80.0, + "grad_norm": 88.62835693359375, + "learning_rate": 1.005607476635514e-05, + "loss": 0.6463, + "step": 8560 + }, + { + "epoch": 80.0, + "eval_loss": 1.286750316619873, + "eval_map": 0.3123, + "eval_map_50": 0.6186, + "eval_map_75": 0.2752, + "eval_map_Coverall": 0.5375, + "eval_map_Face_Shield": 0.333, + "eval_map_Gloves": 0.1566, + "eval_map_Goggles": 0.2372, + "eval_map_Mask": 0.2973, + "eval_map_large": 0.5315, + "eval_map_medium": 0.2364, + "eval_map_small": 0.1921, + "eval_mar_1": 0.3377, + "eval_mar_10": 0.4535, + "eval_mar_100": 0.465, + "eval_mar_100_Coverall": 0.6879, + "eval_mar_100_Face_Shield": 0.4519, + "eval_mar_100_Gloves": 0.3201, + "eval_mar_100_Goggles": 0.4525, + "eval_mar_100_Mask": 0.4129, + "eval_mar_large": 0.6535, + "eval_mar_medium": 0.3804, + "eval_mar_small": 0.2578, + "eval_runtime": 6.7566, + "eval_samples_per_second": 22.2, + "eval_steps_per_second": 2.812, + "step": 8560 + }, + { + "epoch": 81.0, + "grad_norm": 89.20535278320312, + "learning_rate": 9.55607476635514e-06, + "loss": 0.6458, + "step": 8667 + }, + { + "epoch": 81.0, + "eval_loss": 1.296237826347351, + "eval_map": 0.3167, + "eval_map_50": 0.6227, + "eval_map_75": 0.277, + "eval_map_Coverall": 0.5454, + "eval_map_Face_Shield": 0.3445, + "eval_map_Gloves": 0.1444, + "eval_map_Goggles": 0.2609, + "eval_map_Mask": 0.2885, + "eval_map_large": 0.5406, + "eval_map_medium": 0.2339, + "eval_map_small": 0.1767, + "eval_mar_1": 0.3376, + "eval_mar_10": 0.4549, + "eval_mar_100": 0.4652, + "eval_mar_100_Coverall": 0.6948, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3146, + "eval_mar_100_Goggles": 0.441, + "eval_mar_100_Mask": 0.4062, + "eval_mar_large": 0.6626, + "eval_mar_medium": 0.3766, + "eval_mar_small": 0.244, + "eval_runtime": 6.6223, + "eval_samples_per_second": 22.651, + "eval_steps_per_second": 2.869, + "step": 8667 + }, + { + "epoch": 82.0, + "grad_norm": 26.0632266998291, + "learning_rate": 9.056074766355141e-06, + "loss": 0.6207, + "step": 8774 + }, + { + "epoch": 82.0, + "eval_loss": 1.2956990003585815, + "eval_map": 0.3139, + "eval_map_50": 0.6258, + "eval_map_75": 0.2759, + "eval_map_Coverall": 0.5374, + "eval_map_Face_Shield": 0.3243, + "eval_map_Gloves": 0.151, + "eval_map_Goggles": 0.258, + "eval_map_Mask": 0.2987, + "eval_map_large": 0.5281, + "eval_map_medium": 0.2299, + "eval_map_small": 0.202, + "eval_mar_1": 0.3389, + "eval_mar_10": 0.4568, + "eval_mar_100": 0.47, + "eval_mar_100_Coverall": 0.6896, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3246, + "eval_mar_100_Goggles": 0.4443, + "eval_mar_100_Mask": 0.4222, + "eval_mar_large": 0.6634, + "eval_mar_medium": 0.3793, + "eval_mar_small": 0.2643, + "eval_runtime": 6.9249, + "eval_samples_per_second": 21.661, + "eval_steps_per_second": 2.744, + "step": 8774 + }, + { + "epoch": 83.0, + "grad_norm": 98.32295227050781, + "learning_rate": 8.556074766355141e-06, + "loss": 0.6356, + "step": 8881 + }, + { + "epoch": 83.0, + "eval_loss": 1.3101692199707031, + "eval_map": 0.31, + "eval_map_50": 0.618, + "eval_map_75": 0.2765, + "eval_map_Coverall": 0.5361, + "eval_map_Face_Shield": 0.3412, + "eval_map_Gloves": 0.1453, + "eval_map_Goggles": 0.241, + "eval_map_Mask": 0.2865, + "eval_map_large": 0.5134, + "eval_map_medium": 0.229, + "eval_map_small": 0.1833, + "eval_mar_1": 0.3317, + "eval_mar_10": 0.4583, + "eval_mar_100": 0.4686, + "eval_mar_100_Coverall": 0.689, + "eval_mar_100_Face_Shield": 0.4769, + "eval_mar_100_Gloves": 0.3241, + "eval_mar_100_Goggles": 0.4443, + "eval_mar_100_Mask": 0.4088, + "eval_mar_large": 0.642, + "eval_mar_medium": 0.394, + "eval_mar_small": 0.2588, + "eval_runtime": 6.9469, + "eval_samples_per_second": 21.592, + "eval_steps_per_second": 2.735, + "step": 8881 + }, + { + "epoch": 84.0, + "grad_norm": 23.228181838989258, + "learning_rate": 8.05607476635514e-06, + "loss": 0.6286, + "step": 8988 + }, + { + "epoch": 84.0, + "eval_loss": 1.2985342741012573, + "eval_map": 0.3066, + "eval_map_50": 0.6197, + "eval_map_75": 0.2678, + "eval_map_Coverall": 0.5354, + "eval_map_Face_Shield": 0.3222, + "eval_map_Gloves": 0.1468, + "eval_map_Goggles": 0.2344, + "eval_map_Mask": 0.294, + "eval_map_large": 0.524, + "eval_map_medium": 0.2187, + "eval_map_small": 0.1879, + "eval_mar_1": 0.3336, + "eval_mar_10": 0.4478, + "eval_mar_100": 0.4549, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4423, + "eval_mar_100_Gloves": 0.306, + "eval_mar_100_Goggles": 0.4344, + "eval_mar_100_Mask": 0.4072, + "eval_mar_large": 0.6431, + "eval_mar_medium": 0.3669, + "eval_mar_small": 0.2533, + "eval_runtime": 6.4798, + "eval_samples_per_second": 23.149, + "eval_steps_per_second": 2.932, + "step": 8988 + }, + { + "epoch": 85.0, + "grad_norm": 43.21779251098633, + "learning_rate": 7.556074766355141e-06, + "loss": 0.6269, + "step": 9095 + }, + { + "epoch": 85.0, + "eval_loss": 1.2769349813461304, + "eval_map": 0.3174, + "eval_map_50": 0.6259, + "eval_map_75": 0.2708, + "eval_map_Coverall": 0.5429, + "eval_map_Face_Shield": 0.3334, + "eval_map_Gloves": 0.1592, + "eval_map_Goggles": 0.2454, + "eval_map_Mask": 0.3061, + "eval_map_large": 0.5397, + "eval_map_medium": 0.2266, + "eval_map_small": 0.2034, + "eval_mar_1": 0.3425, + "eval_mar_10": 0.4593, + "eval_mar_100": 0.4669, + "eval_mar_100_Coverall": 0.6919, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.3211, + "eval_mar_100_Goggles": 0.441, + "eval_mar_100_Mask": 0.4211, + "eval_mar_large": 0.6577, + "eval_mar_medium": 0.3741, + "eval_mar_small": 0.2736, + "eval_runtime": 6.4362, + "eval_samples_per_second": 23.306, + "eval_steps_per_second": 2.952, + "step": 9095 + }, + { + "epoch": 86.0, + "grad_norm": 63.957275390625, + "learning_rate": 7.056074766355141e-06, + "loss": 0.5998, + "step": 9202 + }, + { + "epoch": 86.0, + "eval_loss": 1.2841447591781616, + "eval_map": 0.317, + "eval_map_50": 0.616, + "eval_map_75": 0.2823, + "eval_map_Coverall": 0.5414, + "eval_map_Face_Shield": 0.3243, + "eval_map_Gloves": 0.1586, + "eval_map_Goggles": 0.2489, + "eval_map_Mask": 0.3116, + "eval_map_large": 0.538, + "eval_map_medium": 0.2347, + "eval_map_small": 0.1881, + "eval_mar_1": 0.3419, + "eval_mar_10": 0.4606, + "eval_mar_100": 0.4711, + "eval_mar_100_Coverall": 0.6896, + "eval_mar_100_Face_Shield": 0.4692, + "eval_mar_100_Gloves": 0.3256, + "eval_mar_100_Goggles": 0.4443, + "eval_mar_100_Mask": 0.4268, + "eval_mar_large": 0.6488, + "eval_mar_medium": 0.3843, + "eval_mar_small": 0.2701, + "eval_runtime": 6.6238, + "eval_samples_per_second": 22.646, + "eval_steps_per_second": 2.868, + "step": 9202 + }, + { + "epoch": 87.0, + "grad_norm": 759.8931884765625, + "learning_rate": 6.55607476635514e-06, + "loss": 0.6054, + "step": 9309 + }, + { + "epoch": 87.0, + "eval_loss": 1.2950721979141235, + "eval_map": 0.3163, + "eval_map_50": 0.6223, + "eval_map_75": 0.2731, + "eval_map_Coverall": 0.5436, + "eval_map_Face_Shield": 0.3263, + "eval_map_Gloves": 0.1617, + "eval_map_Goggles": 0.251, + "eval_map_Mask": 0.2988, + "eval_map_large": 0.541, + "eval_map_medium": 0.2287, + "eval_map_small": 0.1937, + "eval_mar_1": 0.3368, + "eval_mar_10": 0.4578, + "eval_mar_100": 0.4648, + "eval_mar_100_Coverall": 0.6832, + "eval_mar_100_Face_Shield": 0.4577, + "eval_mar_100_Gloves": 0.3196, + "eval_mar_100_Goggles": 0.4377, + "eval_mar_100_Mask": 0.4258, + "eval_mar_large": 0.6534, + "eval_mar_medium": 0.3682, + "eval_mar_small": 0.2732, + "eval_runtime": 6.4822, + "eval_samples_per_second": 23.14, + "eval_steps_per_second": 2.931, + "step": 9309 + }, + { + "epoch": 88.0, + "grad_norm": 32.870914459228516, + "learning_rate": 6.05607476635514e-06, + "loss": 0.6138, + "step": 9416 + }, + { + "epoch": 88.0, + "eval_loss": 1.293416142463684, + "eval_map": 0.3144, + "eval_map_50": 0.6109, + "eval_map_75": 0.2739, + "eval_map_Coverall": 0.5384, + "eval_map_Face_Shield": 0.3286, + "eval_map_Gloves": 0.1513, + "eval_map_Goggles": 0.2518, + "eval_map_Mask": 0.3019, + "eval_map_large": 0.5285, + "eval_map_medium": 0.2315, + "eval_map_small": 0.1932, + "eval_mar_1": 0.3451, + "eval_mar_10": 0.4584, + "eval_mar_100": 0.4683, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4712, + "eval_mar_100_Gloves": 0.3131, + "eval_mar_100_Goggles": 0.4492, + "eval_mar_100_Mask": 0.4237, + "eval_mar_large": 0.6479, + "eval_mar_medium": 0.3767, + "eval_mar_small": 0.264, + "eval_runtime": 6.4837, + "eval_samples_per_second": 23.135, + "eval_steps_per_second": 2.93, + "step": 9416 + }, + { + "epoch": 89.0, + "grad_norm": 44.93987274169922, + "learning_rate": 5.556074766355141e-06, + "loss": 0.5887, + "step": 9523 + }, + { + "epoch": 89.0, + "eval_loss": 1.294036865234375, + "eval_map": 0.3171, + "eval_map_50": 0.6147, + "eval_map_75": 0.279, + "eval_map_Coverall": 0.5397, + "eval_map_Face_Shield": 0.336, + "eval_map_Gloves": 0.161, + "eval_map_Goggles": 0.248, + "eval_map_Mask": 0.3008, + "eval_map_large": 0.5411, + "eval_map_medium": 0.2306, + "eval_map_small": 0.2023, + "eval_mar_1": 0.3377, + "eval_mar_10": 0.4613, + "eval_mar_100": 0.4698, + "eval_mar_100_Coverall": 0.689, + "eval_mar_100_Face_Shield": 0.4673, + "eval_mar_100_Gloves": 0.3161, + "eval_mar_100_Goggles": 0.4541, + "eval_mar_100_Mask": 0.4227, + "eval_mar_large": 0.6505, + "eval_mar_medium": 0.3725, + "eval_mar_small": 0.2773, + "eval_runtime": 6.4347, + "eval_samples_per_second": 23.311, + "eval_steps_per_second": 2.953, + "step": 9523 + }, + { + "epoch": 90.0, + "grad_norm": 91.7739486694336, + "learning_rate": 5.0560747663551405e-06, + "loss": 0.6026, + "step": 9630 + }, + { + "epoch": 90.0, + "eval_loss": 1.3081154823303223, + "eval_map": 0.3106, + "eval_map_50": 0.6154, + "eval_map_75": 0.2657, + "eval_map_Coverall": 0.5287, + "eval_map_Face_Shield": 0.3076, + "eval_map_Gloves": 0.1675, + "eval_map_Goggles": 0.2498, + "eval_map_Mask": 0.2996, + "eval_map_large": 0.5398, + "eval_map_medium": 0.2143, + "eval_map_small": 0.2063, + "eval_mar_1": 0.3342, + "eval_mar_10": 0.4543, + "eval_mar_100": 0.4616, + "eval_mar_100_Coverall": 0.6769, + "eval_mar_100_Face_Shield": 0.4442, + "eval_mar_100_Gloves": 0.3146, + "eval_mar_100_Goggles": 0.4426, + "eval_mar_100_Mask": 0.4299, + "eval_mar_large": 0.6397, + "eval_mar_medium": 0.3601, + "eval_mar_small": 0.2846, + "eval_runtime": 6.627, + "eval_samples_per_second": 22.635, + "eval_steps_per_second": 2.867, + "step": 9630 + }, + { + "epoch": 91.0, + "grad_norm": 31.540109634399414, + "learning_rate": 4.55607476635514e-06, + "loss": 0.6116, + "step": 9737 + }, + { + "epoch": 91.0, + "eval_loss": 1.3192552328109741, + "eval_map": 0.3046, + "eval_map_50": 0.5974, + "eval_map_75": 0.2664, + "eval_map_Coverall": 0.5371, + "eval_map_Face_Shield": 0.2908, + "eval_map_Gloves": 0.1537, + "eval_map_Goggles": 0.2481, + "eval_map_Mask": 0.2931, + "eval_map_large": 0.5344, + "eval_map_medium": 0.2096, + "eval_map_small": 0.215, + "eval_mar_1": 0.3349, + "eval_mar_10": 0.4514, + "eval_mar_100": 0.4594, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4327, + "eval_mar_100_Gloves": 0.3121, + "eval_mar_100_Goggles": 0.4475, + "eval_mar_100_Mask": 0.4201, + "eval_mar_large": 0.6362, + "eval_mar_medium": 0.3671, + "eval_mar_small": 0.2806, + "eval_runtime": 6.5104, + "eval_samples_per_second": 23.04, + "eval_steps_per_second": 2.918, + "step": 9737 + }, + { + "epoch": 92.0, + "grad_norm": 23.259967803955078, + "learning_rate": 4.056074766355141e-06, + "loss": 0.5874, + "step": 9844 + }, + { + "epoch": 92.0, + "eval_loss": 1.3147846460342407, + "eval_map": 0.307, + "eval_map_50": 0.5997, + "eval_map_75": 0.2706, + "eval_map_Coverall": 0.5305, + "eval_map_Face_Shield": 0.3038, + "eval_map_Gloves": 0.1554, + "eval_map_Goggles": 0.2488, + "eval_map_Mask": 0.2965, + "eval_map_large": 0.5303, + "eval_map_medium": 0.2168, + "eval_map_small": 0.207, + "eval_mar_1": 0.3364, + "eval_mar_10": 0.457, + "eval_mar_100": 0.4653, + "eval_mar_100_Coverall": 0.6827, + "eval_mar_100_Face_Shield": 0.4519, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4541, + "eval_mar_100_Mask": 0.4201, + "eval_mar_large": 0.6418, + "eval_mar_medium": 0.38, + "eval_mar_small": 0.2759, + "eval_runtime": 6.7311, + "eval_samples_per_second": 22.284, + "eval_steps_per_second": 2.823, + "step": 9844 + }, + { + "epoch": 93.0, + "grad_norm": 36.14903259277344, + "learning_rate": 3.5607476635514018e-06, + "loss": 0.5765, + "step": 9951 + }, + { + "epoch": 93.0, + "eval_loss": 1.3114213943481445, + "eval_map": 0.31, + "eval_map_50": 0.6063, + "eval_map_75": 0.2757, + "eval_map_Coverall": 0.5308, + "eval_map_Face_Shield": 0.3106, + "eval_map_Gloves": 0.1567, + "eval_map_Goggles": 0.2532, + "eval_map_Mask": 0.2988, + "eval_map_large": 0.5388, + "eval_map_medium": 0.2172, + "eval_map_small": 0.2056, + "eval_mar_1": 0.3349, + "eval_mar_10": 0.4549, + "eval_mar_100": 0.4625, + "eval_mar_100_Coverall": 0.6827, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.309, + "eval_mar_100_Goggles": 0.4459, + "eval_mar_100_Mask": 0.4211, + "eval_mar_large": 0.6406, + "eval_mar_medium": 0.369, + "eval_mar_small": 0.275, + "eval_runtime": 6.4952, + "eval_samples_per_second": 23.094, + "eval_steps_per_second": 2.925, + "step": 9951 + }, + { + "epoch": 94.0, + "grad_norm": 33.18911361694336, + "learning_rate": 3.060747663551402e-06, + "loss": 0.5799, + "step": 10058 + }, + { + "epoch": 94.0, + "eval_loss": 1.3074283599853516, + "eval_map": 0.3101, + "eval_map_50": 0.6134, + "eval_map_75": 0.2681, + "eval_map_Coverall": 0.53, + "eval_map_Face_Shield": 0.3105, + "eval_map_Gloves": 0.1525, + "eval_map_Goggles": 0.2582, + "eval_map_Mask": 0.2993, + "eval_map_large": 0.5519, + "eval_map_medium": 0.2135, + "eval_map_small": 0.2042, + "eval_mar_1": 0.3365, + "eval_mar_10": 0.454, + "eval_mar_100": 0.4634, + "eval_mar_100_Coverall": 0.6821, + "eval_mar_100_Face_Shield": 0.4596, + "eval_mar_100_Gloves": 0.3161, + "eval_mar_100_Goggles": 0.4377, + "eval_mar_100_Mask": 0.4216, + "eval_mar_large": 0.6508, + "eval_mar_medium": 0.3674, + "eval_mar_small": 0.272, + "eval_runtime": 6.4716, + "eval_samples_per_second": 23.178, + "eval_steps_per_second": 2.936, + "step": 10058 + }, + { + "epoch": 95.0, + "grad_norm": 37.66001510620117, + "learning_rate": 2.560747663551402e-06, + "loss": 0.5678, + "step": 10165 + }, + { + "epoch": 95.0, + "eval_loss": 1.307277798652649, + "eval_map": 0.3102, + "eval_map_50": 0.6184, + "eval_map_75": 0.2637, + "eval_map_Coverall": 0.537, + "eval_map_Face_Shield": 0.3217, + "eval_map_Gloves": 0.1558, + "eval_map_Goggles": 0.2354, + "eval_map_Mask": 0.3011, + "eval_map_large": 0.537, + "eval_map_medium": 0.2233, + "eval_map_small": 0.2103, + "eval_mar_1": 0.3327, + "eval_mar_10": 0.4527, + "eval_mar_100": 0.461, + "eval_mar_100_Coverall": 0.6884, + "eval_mar_100_Face_Shield": 0.4404, + "eval_mar_100_Gloves": 0.3106, + "eval_mar_100_Goggles": 0.4459, + "eval_mar_100_Mask": 0.4196, + "eval_mar_large": 0.6309, + "eval_mar_medium": 0.3668, + "eval_mar_small": 0.2775, + "eval_runtime": 6.4762, + "eval_samples_per_second": 23.162, + "eval_steps_per_second": 2.934, + "step": 10165 + }, + { + "epoch": 96.0, + "grad_norm": 259.4866638183594, + "learning_rate": 2.060747663551402e-06, + "loss": 0.5776, + "step": 10272 + }, + { + "epoch": 96.0, + "eval_loss": 1.3082882165908813, + "eval_map": 0.3146, + "eval_map_50": 0.6177, + "eval_map_75": 0.2751, + "eval_map_Coverall": 0.5359, + "eval_map_Face_Shield": 0.3306, + "eval_map_Gloves": 0.1566, + "eval_map_Goggles": 0.2484, + "eval_map_Mask": 0.3012, + "eval_map_large": 0.5465, + "eval_map_medium": 0.2193, + "eval_map_small": 0.2083, + "eval_mar_1": 0.3364, + "eval_mar_10": 0.4548, + "eval_mar_100": 0.4627, + "eval_mar_100_Coverall": 0.6861, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4361, + "eval_mar_100_Mask": 0.4201, + "eval_mar_large": 0.6399, + "eval_mar_medium": 0.3681, + "eval_mar_small": 0.2731, + "eval_runtime": 6.7408, + "eval_samples_per_second": 22.252, + "eval_steps_per_second": 2.819, + "step": 10272 + }, + { + "epoch": 97.0, + "grad_norm": 44.21751403808594, + "learning_rate": 1.5607476635514019e-06, + "loss": 0.5768, + "step": 10379 + }, + { + "epoch": 97.0, + "eval_loss": 1.3027480840682983, + "eval_map": 0.3134, + "eval_map_50": 0.6204, + "eval_map_75": 0.2681, + "eval_map_Coverall": 0.5329, + "eval_map_Face_Shield": 0.3282, + "eval_map_Gloves": 0.1591, + "eval_map_Goggles": 0.2445, + "eval_map_Mask": 0.3021, + "eval_map_large": 0.5453, + "eval_map_medium": 0.2203, + "eval_map_small": 0.2056, + "eval_mar_1": 0.3365, + "eval_mar_10": 0.4545, + "eval_mar_100": 0.4622, + "eval_mar_100_Coverall": 0.6832, + "eval_mar_100_Face_Shield": 0.4538, + "eval_mar_100_Gloves": 0.3181, + "eval_mar_100_Goggles": 0.4328, + "eval_mar_100_Mask": 0.4232, + "eval_mar_large": 0.6417, + "eval_mar_medium": 0.3652, + "eval_mar_small": 0.2774, + "eval_runtime": 6.6189, + "eval_samples_per_second": 22.662, + "eval_steps_per_second": 2.871, + "step": 10379 + }, + { + "epoch": 98.0, + "grad_norm": 102.31922149658203, + "learning_rate": 1.060747663551402e-06, + "loss": 0.5708, + "step": 10486 + }, + { + "epoch": 98.0, + "eval_loss": 1.3044956922531128, + "eval_map": 0.3094, + "eval_map_50": 0.6223, + "eval_map_75": 0.2705, + "eval_map_Coverall": 0.5342, + "eval_map_Face_Shield": 0.3201, + "eval_map_Gloves": 0.1588, + "eval_map_Goggles": 0.2347, + "eval_map_Mask": 0.299, + "eval_map_large": 0.5411, + "eval_map_medium": 0.2196, + "eval_map_small": 0.2077, + "eval_mar_1": 0.3325, + "eval_mar_10": 0.4544, + "eval_mar_100": 0.4623, + "eval_mar_100_Coverall": 0.6838, + "eval_mar_100_Face_Shield": 0.4519, + "eval_mar_100_Gloves": 0.3181, + "eval_mar_100_Goggles": 0.4361, + "eval_mar_100_Mask": 0.4216, + "eval_mar_large": 0.641, + "eval_mar_medium": 0.3668, + "eval_mar_small": 0.2754, + "eval_runtime": 6.8343, + "eval_samples_per_second": 21.948, + "eval_steps_per_second": 2.78, + "step": 10486 + }, + { + "epoch": 99.0, + "grad_norm": 30.269182205200195, + "learning_rate": 5.607476635514018e-07, + "loss": 0.5779, + "step": 10593 + }, + { + "epoch": 99.0, + "eval_loss": 1.3049947023391724, + "eval_map": 0.3104, + "eval_map_50": 0.6231, + "eval_map_75": 0.2616, + "eval_map_Coverall": 0.536, + "eval_map_Face_Shield": 0.3162, + "eval_map_Gloves": 0.1593, + "eval_map_Goggles": 0.2376, + "eval_map_Mask": 0.303, + "eval_map_large": 0.5424, + "eval_map_medium": 0.2159, + "eval_map_small": 0.2049, + "eval_mar_1": 0.3324, + "eval_mar_10": 0.455, + "eval_mar_100": 0.4645, + "eval_mar_100_Coverall": 0.6838, + "eval_mar_100_Face_Shield": 0.4615, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4377, + "eval_mar_100_Mask": 0.4216, + "eval_mar_large": 0.6457, + "eval_mar_medium": 0.3682, + "eval_mar_small": 0.274, + "eval_runtime": 6.549, + "eval_samples_per_second": 22.904, + "eval_steps_per_second": 2.901, + "step": 10593 + }, + { + "epoch": 100.0, + "grad_norm": 66.26397705078125, + "learning_rate": 6.074766355140187e-08, + "loss": 0.5571, + "step": 10700 + }, + { + "epoch": 100.0, + "eval_loss": 1.3007160425186157, + "eval_map": 0.3131, + "eval_map_50": 0.6268, + "eval_map_75": 0.2698, + "eval_map_Coverall": 0.5362, + "eval_map_Face_Shield": 0.3199, + "eval_map_Gloves": 0.1628, + "eval_map_Goggles": 0.2427, + "eval_map_Mask": 0.3038, + "eval_map_large": 0.5358, + "eval_map_medium": 0.2237, + "eval_map_small": 0.2089, + "eval_mar_1": 0.3352, + "eval_mar_10": 0.4586, + "eval_mar_100": 0.4682, + "eval_mar_100_Coverall": 0.6844, + "eval_mar_100_Face_Shield": 0.4635, + "eval_mar_100_Gloves": 0.3176, + "eval_mar_100_Goggles": 0.4475, + "eval_mar_100_Mask": 0.4278, + "eval_mar_large": 0.6417, + "eval_mar_medium": 0.3748, + "eval_mar_small": 0.2773, + "eval_runtime": 6.4804, + "eval_samples_per_second": 23.147, + "eval_steps_per_second": 2.932, + "step": 10700 + }, + { + "epoch": 100.0, + "step": 10700, + "total_flos": 2.348236837426151e+19, + "train_loss": 1.1717472315280237, + "train_runtime": 5513.4032, + "train_samples_per_second": 15.417, + "train_steps_per_second": 1.941 + } + ], + "logging_steps": 500, + "max_steps": 10700, + "num_input_tokens_seen": 0, + "num_train_epochs": 100, + "save_steps": 500, + "total_flos": 2.348236837426151e+19, + "train_batch_size": 8, + "trial_name": null, + "trial_params": null +}