|
{ |
|
"best_metric": 0.2913, |
|
"best_model_checkpoint": "facebook-detr-resnet-50-finetuned-10k-cppe5-with-augs/checkpoint-9737", |
|
"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": 106.38607788085938, |
|
"learning_rate": 4.9532710280373836e-05, |
|
"loss": 2.6324, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 2.369619369506836, |
|
"eval_map": 0.0355, |
|
"eval_map_50": 0.0772, |
|
"eval_map_75": 0.0305, |
|
"eval_map_Coverall": 0.1559, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0064, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0151, |
|
"eval_map_large": 0.0388, |
|
"eval_map_medium": 0.0044, |
|
"eval_map_small": 0.0094, |
|
"eval_mar_1": 0.0606, |
|
"eval_mar_10": 0.1313, |
|
"eval_mar_100": 0.1643, |
|
"eval_mar_100_Coverall": 0.536, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.1433, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.1422, |
|
"eval_mar_large": 0.1907, |
|
"eval_mar_medium": 0.0921, |
|
"eval_mar_small": 0.0314, |
|
"eval_runtime": 6.1928, |
|
"eval_samples_per_second": 24.221, |
|
"eval_steps_per_second": 3.068, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 48.501373291015625, |
|
"learning_rate": 4.903271028037383e-05, |
|
"loss": 2.0851, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 2.1467857360839844, |
|
"eval_map": 0.0518, |
|
"eval_map_50": 0.1164, |
|
"eval_map_75": 0.0389, |
|
"eval_map_Coverall": 0.2068, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0174, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.035, |
|
"eval_map_large": 0.0683, |
|
"eval_map_medium": 0.0151, |
|
"eval_map_small": 0.0106, |
|
"eval_mar_1": 0.0809, |
|
"eval_mar_10": 0.1628, |
|
"eval_mar_100": 0.1881, |
|
"eval_mar_100_Coverall": 0.5842, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.167, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.1893, |
|
"eval_mar_large": 0.2515, |
|
"eval_mar_medium": 0.1069, |
|
"eval_mar_small": 0.023, |
|
"eval_runtime": 6.0453, |
|
"eval_samples_per_second": 24.813, |
|
"eval_steps_per_second": 3.143, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 68.33656311035156, |
|
"learning_rate": 4.853271028037383e-05, |
|
"loss": 1.9849, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 2.0693981647491455, |
|
"eval_map": 0.0592, |
|
"eval_map_50": 0.1436, |
|
"eval_map_75": 0.0377, |
|
"eval_map_Coverall": 0.2119, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0226, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0615, |
|
"eval_map_large": 0.0609, |
|
"eval_map_medium": 0.023, |
|
"eval_map_small": 0.0187, |
|
"eval_mar_1": 0.0796, |
|
"eval_mar_10": 0.1666, |
|
"eval_mar_100": 0.191, |
|
"eval_mar_100_Coverall": 0.5486, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.1799, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.2262, |
|
"eval_mar_large": 0.2411, |
|
"eval_mar_medium": 0.1032, |
|
"eval_mar_small": 0.0527, |
|
"eval_runtime": 6.3421, |
|
"eval_samples_per_second": 23.651, |
|
"eval_steps_per_second": 2.996, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 42.49845886230469, |
|
"learning_rate": 4.8032710280373834e-05, |
|
"loss": 1.8364, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 2.0430803298950195, |
|
"eval_map": 0.0715, |
|
"eval_map_50": 0.1666, |
|
"eval_map_75": 0.0625, |
|
"eval_map_Coverall": 0.2923, |
|
"eval_map_Face_Shield": 0.0012, |
|
"eval_map_Gloves": 0.0203, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0437, |
|
"eval_map_large": 0.09, |
|
"eval_map_medium": 0.0232, |
|
"eval_map_small": 0.0031, |
|
"eval_mar_1": 0.0775, |
|
"eval_mar_10": 0.1641, |
|
"eval_mar_100": 0.183, |
|
"eval_mar_100_Coverall": 0.5604, |
|
"eval_mar_100_Face_Shield": 0.0177, |
|
"eval_mar_100_Gloves": 0.1612, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.1756, |
|
"eval_mar_large": 0.2708, |
|
"eval_mar_medium": 0.1006, |
|
"eval_mar_small": 0.0083, |
|
"eval_runtime": 6.3275, |
|
"eval_samples_per_second": 23.706, |
|
"eval_steps_per_second": 3.003, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 67.45173645019531, |
|
"learning_rate": 4.7532710280373835e-05, |
|
"loss": 1.7433, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 1.900087833404541, |
|
"eval_map": 0.0938, |
|
"eval_map_50": 0.2115, |
|
"eval_map_75": 0.0758, |
|
"eval_map_Coverall": 0.3168, |
|
"eval_map_Face_Shield": 0.0064, |
|
"eval_map_Gloves": 0.05, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0959, |
|
"eval_map_large": 0.1031, |
|
"eval_map_medium": 0.0473, |
|
"eval_map_small": 0.0229, |
|
"eval_mar_1": 0.1066, |
|
"eval_mar_10": 0.216, |
|
"eval_mar_100": 0.2311, |
|
"eval_mar_100_Coverall": 0.5847, |
|
"eval_mar_100_Face_Shield": 0.0937, |
|
"eval_mar_100_Gloves": 0.2277, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.2493, |
|
"eval_mar_large": 0.3186, |
|
"eval_mar_medium": 0.1423, |
|
"eval_mar_small": 0.0451, |
|
"eval_runtime": 6.4792, |
|
"eval_samples_per_second": 23.151, |
|
"eval_steps_per_second": 2.932, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 73.85587310791016, |
|
"learning_rate": 4.703271028037383e-05, |
|
"loss": 1.7113, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 1.8483202457427979, |
|
"eval_map": 0.1007, |
|
"eval_map_50": 0.2225, |
|
"eval_map_75": 0.0773, |
|
"eval_map_Coverall": 0.3462, |
|
"eval_map_Face_Shield": 0.0132, |
|
"eval_map_Gloves": 0.0451, |
|
"eval_map_Goggles": 0.0002, |
|
"eval_map_Mask": 0.0987, |
|
"eval_map_large": 0.1341, |
|
"eval_map_medium": 0.0593, |
|
"eval_map_small": 0.0203, |
|
"eval_mar_1": 0.1109, |
|
"eval_mar_10": 0.2213, |
|
"eval_mar_100": 0.2463, |
|
"eval_mar_100_Coverall": 0.5914, |
|
"eval_mar_100_Face_Shield": 0.0987, |
|
"eval_mar_100_Gloves": 0.2571, |
|
"eval_mar_100_Goggles": 0.0062, |
|
"eval_mar_100_Mask": 0.2782, |
|
"eval_mar_large": 0.3303, |
|
"eval_mar_medium": 0.1711, |
|
"eval_mar_small": 0.0646, |
|
"eval_runtime": 6.1455, |
|
"eval_samples_per_second": 24.408, |
|
"eval_steps_per_second": 3.092, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 32.686248779296875, |
|
"learning_rate": 4.653271028037383e-05, |
|
"loss": 1.6518, |
|
"step": 749 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 1.8376003503799438, |
|
"eval_map": 0.1055, |
|
"eval_map_50": 0.2347, |
|
"eval_map_75": 0.0807, |
|
"eval_map_Coverall": 0.3693, |
|
"eval_map_Face_Shield": 0.0168, |
|
"eval_map_Gloves": 0.0417, |
|
"eval_map_Goggles": 0.0046, |
|
"eval_map_Mask": 0.0953, |
|
"eval_map_large": 0.1405, |
|
"eval_map_medium": 0.0596, |
|
"eval_map_small": 0.0199, |
|
"eval_mar_1": 0.1127, |
|
"eval_mar_10": 0.2364, |
|
"eval_mar_100": 0.2598, |
|
"eval_mar_100_Coverall": 0.5869, |
|
"eval_mar_100_Face_Shield": 0.1367, |
|
"eval_mar_100_Gloves": 0.2397, |
|
"eval_mar_100_Goggles": 0.0523, |
|
"eval_mar_100_Mask": 0.2831, |
|
"eval_mar_large": 0.3276, |
|
"eval_mar_medium": 0.1949, |
|
"eval_mar_small": 0.0778, |
|
"eval_runtime": 6.4207, |
|
"eval_samples_per_second": 23.362, |
|
"eval_steps_per_second": 2.959, |
|
"step": 749 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 50.96039962768555, |
|
"learning_rate": 4.603271028037384e-05, |
|
"loss": 1.6048, |
|
"step": 856 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.804102897644043, |
|
"eval_map": 0.1098, |
|
"eval_map_50": 0.2576, |
|
"eval_map_75": 0.0857, |
|
"eval_map_Coverall": 0.3512, |
|
"eval_map_Face_Shield": 0.033, |
|
"eval_map_Gloves": 0.0402, |
|
"eval_map_Goggles": 0.004, |
|
"eval_map_Mask": 0.1204, |
|
"eval_map_large": 0.1578, |
|
"eval_map_medium": 0.0772, |
|
"eval_map_small": 0.0155, |
|
"eval_mar_1": 0.1284, |
|
"eval_mar_10": 0.2423, |
|
"eval_mar_100": 0.2708, |
|
"eval_mar_100_Coverall": 0.6149, |
|
"eval_mar_100_Face_Shield": 0.1342, |
|
"eval_mar_100_Gloves": 0.2491, |
|
"eval_mar_100_Goggles": 0.0862, |
|
"eval_mar_100_Mask": 0.2698, |
|
"eval_mar_large": 0.3631, |
|
"eval_mar_medium": 0.2057, |
|
"eval_mar_small": 0.0602, |
|
"eval_runtime": 6.2194, |
|
"eval_samples_per_second": 24.118, |
|
"eval_steps_per_second": 3.055, |
|
"step": 856 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 66.65774536132812, |
|
"learning_rate": 4.5532710280373834e-05, |
|
"loss": 1.6026, |
|
"step": 963 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 1.7172895669937134, |
|
"eval_map": 0.1243, |
|
"eval_map_50": 0.2773, |
|
"eval_map_75": 0.1041, |
|
"eval_map_Coverall": 0.3889, |
|
"eval_map_Face_Shield": 0.0347, |
|
"eval_map_Gloves": 0.0547, |
|
"eval_map_Goggles": 0.0159, |
|
"eval_map_Mask": 0.1274, |
|
"eval_map_large": 0.1767, |
|
"eval_map_medium": 0.0688, |
|
"eval_map_small": 0.0415, |
|
"eval_mar_1": 0.1426, |
|
"eval_mar_10": 0.2852, |
|
"eval_mar_100": 0.3101, |
|
"eval_mar_100_Coverall": 0.6378, |
|
"eval_mar_100_Face_Shield": 0.2253, |
|
"eval_mar_100_Gloves": 0.271, |
|
"eval_mar_100_Goggles": 0.1308, |
|
"eval_mar_100_Mask": 0.2858, |
|
"eval_mar_large": 0.4249, |
|
"eval_mar_medium": 0.2275, |
|
"eval_mar_small": 0.0857, |
|
"eval_runtime": 6.3284, |
|
"eval_samples_per_second": 23.703, |
|
"eval_steps_per_second": 3.002, |
|
"step": 963 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 48.6350212097168, |
|
"learning_rate": 4.5032710280373835e-05, |
|
"loss": 1.5298, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.7915226221084595, |
|
"eval_map": 0.1154, |
|
"eval_map_50": 0.2763, |
|
"eval_map_75": 0.0804, |
|
"eval_map_Coverall": 0.3615, |
|
"eval_map_Face_Shield": 0.0415, |
|
"eval_map_Gloves": 0.0351, |
|
"eval_map_Goggles": 0.0076, |
|
"eval_map_Mask": 0.1315, |
|
"eval_map_large": 0.1762, |
|
"eval_map_medium": 0.0789, |
|
"eval_map_small": 0.018, |
|
"eval_mar_1": 0.1447, |
|
"eval_mar_10": 0.2629, |
|
"eval_mar_100": 0.2913, |
|
"eval_mar_100_Coverall": 0.618, |
|
"eval_mar_100_Face_Shield": 0.2127, |
|
"eval_mar_100_Gloves": 0.2603, |
|
"eval_mar_100_Goggles": 0.0846, |
|
"eval_mar_100_Mask": 0.2809, |
|
"eval_mar_large": 0.3935, |
|
"eval_mar_medium": 0.2191, |
|
"eval_mar_small": 0.0774, |
|
"eval_runtime": 6.1602, |
|
"eval_samples_per_second": 24.35, |
|
"eval_steps_per_second": 3.084, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 48.925785064697266, |
|
"learning_rate": 4.453271028037384e-05, |
|
"loss": 1.5114, |
|
"step": 1177 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 1.7963670492172241, |
|
"eval_map": 0.1232, |
|
"eval_map_50": 0.2755, |
|
"eval_map_75": 0.0915, |
|
"eval_map_Coverall": 0.3588, |
|
"eval_map_Face_Shield": 0.035, |
|
"eval_map_Gloves": 0.057, |
|
"eval_map_Goggles": 0.0195, |
|
"eval_map_Mask": 0.1455, |
|
"eval_map_large": 0.1728, |
|
"eval_map_medium": 0.0849, |
|
"eval_map_small": 0.0396, |
|
"eval_mar_1": 0.144, |
|
"eval_mar_10": 0.2876, |
|
"eval_mar_100": 0.3007, |
|
"eval_mar_100_Coverall": 0.5923, |
|
"eval_mar_100_Face_Shield": 0.2291, |
|
"eval_mar_100_Gloves": 0.2241, |
|
"eval_mar_100_Goggles": 0.1877, |
|
"eval_mar_100_Mask": 0.2702, |
|
"eval_mar_large": 0.4535, |
|
"eval_mar_medium": 0.2161, |
|
"eval_mar_small": 0.0868, |
|
"eval_runtime": 6.201, |
|
"eval_samples_per_second": 24.189, |
|
"eval_steps_per_second": 3.064, |
|
"step": 1177 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 38.801025390625, |
|
"learning_rate": 4.403271028037383e-05, |
|
"loss": 1.5283, |
|
"step": 1284 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.7016677856445312, |
|
"eval_map": 0.1444, |
|
"eval_map_50": 0.3075, |
|
"eval_map_75": 0.1223, |
|
"eval_map_Coverall": 0.4122, |
|
"eval_map_Face_Shield": 0.0666, |
|
"eval_map_Gloves": 0.0618, |
|
"eval_map_Goggles": 0.0086, |
|
"eval_map_Mask": 0.1727, |
|
"eval_map_large": 0.2396, |
|
"eval_map_medium": 0.0985, |
|
"eval_map_small": 0.0215, |
|
"eval_mar_1": 0.1803, |
|
"eval_mar_10": 0.3244, |
|
"eval_mar_100": 0.3456, |
|
"eval_mar_100_Coverall": 0.632, |
|
"eval_mar_100_Face_Shield": 0.3215, |
|
"eval_mar_100_Gloves": 0.2625, |
|
"eval_mar_100_Goggles": 0.2046, |
|
"eval_mar_100_Mask": 0.3076, |
|
"eval_mar_large": 0.5554, |
|
"eval_mar_medium": 0.282, |
|
"eval_mar_small": 0.0531, |
|
"eval_runtime": 6.1365, |
|
"eval_samples_per_second": 24.444, |
|
"eval_steps_per_second": 3.096, |
|
"step": 1284 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 68.42631530761719, |
|
"learning_rate": 4.353271028037383e-05, |
|
"loss": 1.5034, |
|
"step": 1391 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_loss": 1.6344232559204102, |
|
"eval_map": 0.1538, |
|
"eval_map_50": 0.3418, |
|
"eval_map_75": 0.1226, |
|
"eval_map_Coverall": 0.4204, |
|
"eval_map_Face_Shield": 0.0705, |
|
"eval_map_Gloves": 0.0634, |
|
"eval_map_Goggles": 0.0191, |
|
"eval_map_Mask": 0.1959, |
|
"eval_map_large": 0.2381, |
|
"eval_map_medium": 0.1165, |
|
"eval_map_small": 0.0423, |
|
"eval_mar_1": 0.1871, |
|
"eval_mar_10": 0.337, |
|
"eval_mar_100": 0.3578, |
|
"eval_mar_100_Coverall": 0.6284, |
|
"eval_mar_100_Face_Shield": 0.319, |
|
"eval_mar_100_Gloves": 0.2884, |
|
"eval_mar_100_Goggles": 0.2277, |
|
"eval_mar_100_Mask": 0.3253, |
|
"eval_mar_large": 0.5214, |
|
"eval_mar_medium": 0.2901, |
|
"eval_mar_small": 0.1195, |
|
"eval_runtime": 6.1165, |
|
"eval_samples_per_second": 24.524, |
|
"eval_steps_per_second": 3.106, |
|
"step": 1391 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 22.898330688476562, |
|
"learning_rate": 4.3032710280373834e-05, |
|
"loss": 1.445, |
|
"step": 1498 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.5684667825698853, |
|
"eval_map": 0.167, |
|
"eval_map_50": 0.3626, |
|
"eval_map_75": 0.15, |
|
"eval_map_Coverall": 0.4227, |
|
"eval_map_Face_Shield": 0.0873, |
|
"eval_map_Gloves": 0.0744, |
|
"eval_map_Goggles": 0.0441, |
|
"eval_map_Mask": 0.2065, |
|
"eval_map_large": 0.2715, |
|
"eval_map_medium": 0.1266, |
|
"eval_map_small": 0.0561, |
|
"eval_mar_1": 0.1998, |
|
"eval_mar_10": 0.357, |
|
"eval_mar_100": 0.3701, |
|
"eval_mar_100_Coverall": 0.6342, |
|
"eval_mar_100_Face_Shield": 0.3797, |
|
"eval_mar_100_Gloves": 0.2951, |
|
"eval_mar_100_Goggles": 0.2108, |
|
"eval_mar_100_Mask": 0.3307, |
|
"eval_mar_large": 0.5693, |
|
"eval_mar_medium": 0.2922, |
|
"eval_mar_small": 0.1068, |
|
"eval_runtime": 6.2929, |
|
"eval_samples_per_second": 23.836, |
|
"eval_steps_per_second": 3.019, |
|
"step": 1498 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 59.605472564697266, |
|
"learning_rate": 4.2532710280373836e-05, |
|
"loss": 1.3998, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_loss": 1.5678712129592896, |
|
"eval_map": 0.1645, |
|
"eval_map_50": 0.3515, |
|
"eval_map_75": 0.1383, |
|
"eval_map_Coverall": 0.4535, |
|
"eval_map_Face_Shield": 0.0887, |
|
"eval_map_Gloves": 0.0866, |
|
"eval_map_Goggles": 0.0276, |
|
"eval_map_Mask": 0.1659, |
|
"eval_map_large": 0.2592, |
|
"eval_map_medium": 0.117, |
|
"eval_map_small": 0.0269, |
|
"eval_mar_1": 0.1992, |
|
"eval_mar_10": 0.3295, |
|
"eval_mar_100": 0.3539, |
|
"eval_mar_100_Coverall": 0.6703, |
|
"eval_mar_100_Face_Shield": 0.3494, |
|
"eval_mar_100_Gloves": 0.3116, |
|
"eval_mar_100_Goggles": 0.1554, |
|
"eval_mar_100_Mask": 0.2827, |
|
"eval_mar_large": 0.5533, |
|
"eval_mar_medium": 0.2751, |
|
"eval_mar_small": 0.0645, |
|
"eval_runtime": 6.0835, |
|
"eval_samples_per_second": 24.657, |
|
"eval_steps_per_second": 3.123, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 59.965599060058594, |
|
"learning_rate": 4.203271028037383e-05, |
|
"loss": 1.398, |
|
"step": 1712 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 1.6190834045410156, |
|
"eval_map": 0.1578, |
|
"eval_map_50": 0.3459, |
|
"eval_map_75": 0.1205, |
|
"eval_map_Coverall": 0.4363, |
|
"eval_map_Face_Shield": 0.0971, |
|
"eval_map_Gloves": 0.0703, |
|
"eval_map_Goggles": 0.0258, |
|
"eval_map_Mask": 0.1593, |
|
"eval_map_large": 0.258, |
|
"eval_map_medium": 0.0967, |
|
"eval_map_small": 0.0623, |
|
"eval_mar_1": 0.1729, |
|
"eval_mar_10": 0.3255, |
|
"eval_mar_100": 0.3386, |
|
"eval_mar_100_Coverall": 0.6, |
|
"eval_mar_100_Face_Shield": 0.3089, |
|
"eval_mar_100_Gloves": 0.2839, |
|
"eval_mar_100_Goggles": 0.2, |
|
"eval_mar_100_Mask": 0.3004, |
|
"eval_mar_large": 0.5066, |
|
"eval_mar_medium": 0.2686, |
|
"eval_mar_small": 0.1106, |
|
"eval_runtime": 6.3101, |
|
"eval_samples_per_second": 23.771, |
|
"eval_steps_per_second": 3.011, |
|
"step": 1712 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 44.15910720825195, |
|
"learning_rate": 4.153271028037383e-05, |
|
"loss": 1.369, |
|
"step": 1819 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_loss": 1.6099356412887573, |
|
"eval_map": 0.1654, |
|
"eval_map_50": 0.3517, |
|
"eval_map_75": 0.1371, |
|
"eval_map_Coverall": 0.4663, |
|
"eval_map_Face_Shield": 0.0784, |
|
"eval_map_Gloves": 0.0761, |
|
"eval_map_Goggles": 0.019, |
|
"eval_map_Mask": 0.187, |
|
"eval_map_large": 0.2543, |
|
"eval_map_medium": 0.099, |
|
"eval_map_small": 0.0341, |
|
"eval_mar_1": 0.1852, |
|
"eval_mar_10": 0.3085, |
|
"eval_mar_100": 0.3232, |
|
"eval_mar_100_Coverall": 0.6329, |
|
"eval_mar_100_Face_Shield": 0.2785, |
|
"eval_mar_100_Gloves": 0.2906, |
|
"eval_mar_100_Goggles": 0.12, |
|
"eval_mar_100_Mask": 0.2942, |
|
"eval_mar_large": 0.5126, |
|
"eval_mar_medium": 0.2331, |
|
"eval_mar_small": 0.0587, |
|
"eval_runtime": 6.11, |
|
"eval_samples_per_second": 24.55, |
|
"eval_steps_per_second": 3.11, |
|
"step": 1819 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 59.7245979309082, |
|
"learning_rate": 4.103271028037383e-05, |
|
"loss": 1.3264, |
|
"step": 1926 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_loss": 1.5610466003417969, |
|
"eval_map": 0.1784, |
|
"eval_map_50": 0.3752, |
|
"eval_map_75": 0.1594, |
|
"eval_map_Coverall": 0.5, |
|
"eval_map_Face_Shield": 0.0768, |
|
"eval_map_Gloves": 0.0899, |
|
"eval_map_Goggles": 0.0291, |
|
"eval_map_Mask": 0.1962, |
|
"eval_map_large": 0.3082, |
|
"eval_map_medium": 0.1249, |
|
"eval_map_small": 0.036, |
|
"eval_mar_1": 0.2061, |
|
"eval_mar_10": 0.3388, |
|
"eval_mar_100": 0.3561, |
|
"eval_mar_100_Coverall": 0.6707, |
|
"eval_mar_100_Face_Shield": 0.2937, |
|
"eval_mar_100_Gloves": 0.2933, |
|
"eval_mar_100_Goggles": 0.2108, |
|
"eval_mar_100_Mask": 0.312, |
|
"eval_mar_large": 0.5669, |
|
"eval_mar_medium": 0.2702, |
|
"eval_mar_small": 0.0959, |
|
"eval_runtime": 6.35, |
|
"eval_samples_per_second": 23.622, |
|
"eval_steps_per_second": 2.992, |
|
"step": 1926 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 34.53630447387695, |
|
"learning_rate": 4.0532710280373835e-05, |
|
"loss": 1.3513, |
|
"step": 2033 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_loss": 1.4462412595748901, |
|
"eval_map": 0.1864, |
|
"eval_map_50": 0.3933, |
|
"eval_map_75": 0.154, |
|
"eval_map_Coverall": 0.4834, |
|
"eval_map_Face_Shield": 0.0976, |
|
"eval_map_Gloves": 0.1022, |
|
"eval_map_Goggles": 0.0248, |
|
"eval_map_Mask": 0.224, |
|
"eval_map_large": 0.2738, |
|
"eval_map_medium": 0.1364, |
|
"eval_map_small": 0.0559, |
|
"eval_mar_1": 0.2135, |
|
"eval_mar_10": 0.3767, |
|
"eval_mar_100": 0.3931, |
|
"eval_mar_100_Coverall": 0.677, |
|
"eval_mar_100_Face_Shield": 0.3595, |
|
"eval_mar_100_Gloves": 0.3438, |
|
"eval_mar_100_Goggles": 0.2554, |
|
"eval_mar_100_Mask": 0.3298, |
|
"eval_mar_large": 0.5744, |
|
"eval_mar_medium": 0.3178, |
|
"eval_mar_small": 0.1216, |
|
"eval_runtime": 6.0822, |
|
"eval_samples_per_second": 24.662, |
|
"eval_steps_per_second": 3.124, |
|
"step": 2033 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 56.1290397644043, |
|
"learning_rate": 4.0032710280373836e-05, |
|
"loss": 1.3034, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_loss": 1.4526910781860352, |
|
"eval_map": 0.1965, |
|
"eval_map_50": 0.412, |
|
"eval_map_75": 0.1713, |
|
"eval_map_Coverall": 0.4982, |
|
"eval_map_Face_Shield": 0.1144, |
|
"eval_map_Gloves": 0.0997, |
|
"eval_map_Goggles": 0.0497, |
|
"eval_map_Mask": 0.2204, |
|
"eval_map_large": 0.2967, |
|
"eval_map_medium": 0.1463, |
|
"eval_map_small": 0.051, |
|
"eval_mar_1": 0.2087, |
|
"eval_mar_10": 0.3643, |
|
"eval_mar_100": 0.3805, |
|
"eval_mar_100_Coverall": 0.6495, |
|
"eval_mar_100_Face_Shield": 0.362, |
|
"eval_mar_100_Gloves": 0.3263, |
|
"eval_mar_100_Goggles": 0.2277, |
|
"eval_mar_100_Mask": 0.3369, |
|
"eval_mar_large": 0.5833, |
|
"eval_mar_medium": 0.2931, |
|
"eval_mar_small": 0.1422, |
|
"eval_runtime": 6.3459, |
|
"eval_samples_per_second": 23.637, |
|
"eval_steps_per_second": 2.994, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 41.64847183227539, |
|
"learning_rate": 3.953271028037384e-05, |
|
"loss": 1.2823, |
|
"step": 2247 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_loss": 1.4871816635131836, |
|
"eval_map": 0.1835, |
|
"eval_map_50": 0.3972, |
|
"eval_map_75": 0.1556, |
|
"eval_map_Coverall": 0.4622, |
|
"eval_map_Face_Shield": 0.0727, |
|
"eval_map_Gloves": 0.1195, |
|
"eval_map_Goggles": 0.0544, |
|
"eval_map_Mask": 0.2084, |
|
"eval_map_large": 0.282, |
|
"eval_map_medium": 0.1308, |
|
"eval_map_small": 0.0596, |
|
"eval_mar_1": 0.2148, |
|
"eval_mar_10": 0.3924, |
|
"eval_mar_100": 0.4147, |
|
"eval_mar_100_Coverall": 0.6455, |
|
"eval_mar_100_Face_Shield": 0.3873, |
|
"eval_mar_100_Gloves": 0.3558, |
|
"eval_mar_100_Goggles": 0.3415, |
|
"eval_mar_100_Mask": 0.3431, |
|
"eval_mar_large": 0.5903, |
|
"eval_mar_medium": 0.3657, |
|
"eval_mar_small": 0.1236, |
|
"eval_runtime": 6.0625, |
|
"eval_samples_per_second": 24.742, |
|
"eval_steps_per_second": 3.134, |
|
"step": 2247 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 49.704715728759766, |
|
"learning_rate": 3.903271028037384e-05, |
|
"loss": 1.3099, |
|
"step": 2354 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_loss": 1.472322940826416, |
|
"eval_map": 0.1903, |
|
"eval_map_50": 0.407, |
|
"eval_map_75": 0.1632, |
|
"eval_map_Coverall": 0.4719, |
|
"eval_map_Face_Shield": 0.1089, |
|
"eval_map_Gloves": 0.1153, |
|
"eval_map_Goggles": 0.0404, |
|
"eval_map_Mask": 0.2149, |
|
"eval_map_large": 0.2937, |
|
"eval_map_medium": 0.1343, |
|
"eval_map_small": 0.0594, |
|
"eval_mar_1": 0.2158, |
|
"eval_mar_10": 0.3817, |
|
"eval_mar_100": 0.396, |
|
"eval_mar_100_Coverall": 0.6486, |
|
"eval_mar_100_Face_Shield": 0.3722, |
|
"eval_mar_100_Gloves": 0.3161, |
|
"eval_mar_100_Goggles": 0.3092, |
|
"eval_mar_100_Mask": 0.3338, |
|
"eval_mar_large": 0.5737, |
|
"eval_mar_medium": 0.3222, |
|
"eval_mar_small": 0.1357, |
|
"eval_runtime": 6.1375, |
|
"eval_samples_per_second": 24.44, |
|
"eval_steps_per_second": 3.096, |
|
"step": 2354 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 106.64944458007812, |
|
"learning_rate": 3.853271028037383e-05, |
|
"loss": 1.2691, |
|
"step": 2461 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_loss": 1.4648228883743286, |
|
"eval_map": 0.1897, |
|
"eval_map_50": 0.403, |
|
"eval_map_75": 0.1626, |
|
"eval_map_Coverall": 0.4836, |
|
"eval_map_Face_Shield": 0.0711, |
|
"eval_map_Gloves": 0.1217, |
|
"eval_map_Goggles": 0.0594, |
|
"eval_map_Mask": 0.2127, |
|
"eval_map_large": 0.2933, |
|
"eval_map_medium": 0.1476, |
|
"eval_map_small": 0.0598, |
|
"eval_mar_1": 0.2129, |
|
"eval_mar_10": 0.3676, |
|
"eval_mar_100": 0.3851, |
|
"eval_mar_100_Coverall": 0.6658, |
|
"eval_mar_100_Face_Shield": 0.3025, |
|
"eval_mar_100_Gloves": 0.3679, |
|
"eval_mar_100_Goggles": 0.2615, |
|
"eval_mar_100_Mask": 0.328, |
|
"eval_mar_large": 0.592, |
|
"eval_mar_medium": 0.3247, |
|
"eval_mar_small": 0.1154, |
|
"eval_runtime": 6.4027, |
|
"eval_samples_per_second": 23.427, |
|
"eval_steps_per_second": 2.967, |
|
"step": 2461 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 64.51673889160156, |
|
"learning_rate": 3.8032710280373835e-05, |
|
"loss": 1.3018, |
|
"step": 2568 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_loss": 1.5593215227127075, |
|
"eval_map": 0.174, |
|
"eval_map_50": 0.3964, |
|
"eval_map_75": 0.1358, |
|
"eval_map_Coverall": 0.4208, |
|
"eval_map_Face_Shield": 0.0782, |
|
"eval_map_Gloves": 0.1125, |
|
"eval_map_Goggles": 0.0444, |
|
"eval_map_Mask": 0.2141, |
|
"eval_map_large": 0.2776, |
|
"eval_map_medium": 0.1344, |
|
"eval_map_small": 0.0568, |
|
"eval_mar_1": 0.2076, |
|
"eval_mar_10": 0.3571, |
|
"eval_mar_100": 0.3754, |
|
"eval_mar_100_Coverall": 0.6347, |
|
"eval_mar_100_Face_Shield": 0.2987, |
|
"eval_mar_100_Gloves": 0.3304, |
|
"eval_mar_100_Goggles": 0.2831, |
|
"eval_mar_100_Mask": 0.3302, |
|
"eval_mar_large": 0.5732, |
|
"eval_mar_medium": 0.2946, |
|
"eval_mar_small": 0.1412, |
|
"eval_runtime": 6.1733, |
|
"eval_samples_per_second": 24.298, |
|
"eval_steps_per_second": 3.078, |
|
"step": 2568 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 75.58271026611328, |
|
"learning_rate": 3.7532710280373836e-05, |
|
"loss": 1.2744, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_loss": 1.4784950017929077, |
|
"eval_map": 0.1863, |
|
"eval_map_50": 0.3983, |
|
"eval_map_75": 0.1556, |
|
"eval_map_Coverall": 0.4831, |
|
"eval_map_Face_Shield": 0.0934, |
|
"eval_map_Gloves": 0.1155, |
|
"eval_map_Goggles": 0.0612, |
|
"eval_map_Mask": 0.1783, |
|
"eval_map_large": 0.3032, |
|
"eval_map_medium": 0.1314, |
|
"eval_map_small": 0.0706, |
|
"eval_mar_1": 0.221, |
|
"eval_mar_10": 0.3784, |
|
"eval_mar_100": 0.3988, |
|
"eval_mar_100_Coverall": 0.6716, |
|
"eval_mar_100_Face_Shield": 0.3392, |
|
"eval_mar_100_Gloves": 0.3647, |
|
"eval_mar_100_Goggles": 0.3277, |
|
"eval_mar_100_Mask": 0.2907, |
|
"eval_mar_large": 0.5824, |
|
"eval_mar_medium": 0.3331, |
|
"eval_mar_small": 0.1453, |
|
"eval_runtime": 6.3571, |
|
"eval_samples_per_second": 23.596, |
|
"eval_steps_per_second": 2.989, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 37.54017639160156, |
|
"learning_rate": 3.703271028037383e-05, |
|
"loss": 1.3089, |
|
"step": 2782 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_loss": 1.4502708911895752, |
|
"eval_map": 0.1969, |
|
"eval_map_50": 0.4129, |
|
"eval_map_75": 0.166, |
|
"eval_map_Coverall": 0.4773, |
|
"eval_map_Face_Shield": 0.109, |
|
"eval_map_Gloves": 0.1176, |
|
"eval_map_Goggles": 0.0758, |
|
"eval_map_Mask": 0.2046, |
|
"eval_map_large": 0.3274, |
|
"eval_map_medium": 0.1342, |
|
"eval_map_small": 0.0904, |
|
"eval_mar_1": 0.2303, |
|
"eval_mar_10": 0.3907, |
|
"eval_mar_100": 0.4057, |
|
"eval_mar_100_Coverall": 0.6653, |
|
"eval_mar_100_Face_Shield": 0.4114, |
|
"eval_mar_100_Gloves": 0.3504, |
|
"eval_mar_100_Goggles": 0.2877, |
|
"eval_mar_100_Mask": 0.3138, |
|
"eval_mar_large": 0.6182, |
|
"eval_mar_medium": 0.3252, |
|
"eval_mar_small": 0.154, |
|
"eval_runtime": 6.19, |
|
"eval_samples_per_second": 24.233, |
|
"eval_steps_per_second": 3.069, |
|
"step": 2782 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 41.28029251098633, |
|
"learning_rate": 3.653271028037383e-05, |
|
"loss": 1.2391, |
|
"step": 2889 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_loss": 1.4961007833480835, |
|
"eval_map": 0.1992, |
|
"eval_map_50": 0.4097, |
|
"eval_map_75": 0.1714, |
|
"eval_map_Coverall": 0.4826, |
|
"eval_map_Face_Shield": 0.114, |
|
"eval_map_Gloves": 0.1169, |
|
"eval_map_Goggles": 0.0538, |
|
"eval_map_Mask": 0.2286, |
|
"eval_map_large": 0.3227, |
|
"eval_map_medium": 0.1354, |
|
"eval_map_small": 0.067, |
|
"eval_mar_1": 0.2308, |
|
"eval_mar_10": 0.3803, |
|
"eval_mar_100": 0.3971, |
|
"eval_mar_100_Coverall": 0.6473, |
|
"eval_mar_100_Face_Shield": 0.3329, |
|
"eval_mar_100_Gloves": 0.3621, |
|
"eval_mar_100_Goggles": 0.2862, |
|
"eval_mar_100_Mask": 0.3569, |
|
"eval_mar_large": 0.623, |
|
"eval_mar_medium": 0.3179, |
|
"eval_mar_small": 0.1333, |
|
"eval_runtime": 6.3909, |
|
"eval_samples_per_second": 23.471, |
|
"eval_steps_per_second": 2.973, |
|
"step": 2889 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 51.67481231689453, |
|
"learning_rate": 3.6032710280373834e-05, |
|
"loss": 1.2156, |
|
"step": 2996 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_loss": 1.4349206686019897, |
|
"eval_map": 0.1926, |
|
"eval_map_50": 0.4121, |
|
"eval_map_75": 0.1612, |
|
"eval_map_Coverall": 0.4698, |
|
"eval_map_Face_Shield": 0.0974, |
|
"eval_map_Gloves": 0.1097, |
|
"eval_map_Goggles": 0.061, |
|
"eval_map_Mask": 0.2253, |
|
"eval_map_large": 0.2933, |
|
"eval_map_medium": 0.1425, |
|
"eval_map_small": 0.0655, |
|
"eval_mar_1": 0.2279, |
|
"eval_mar_10": 0.4047, |
|
"eval_mar_100": 0.425, |
|
"eval_mar_100_Coverall": 0.6797, |
|
"eval_mar_100_Face_Shield": 0.3924, |
|
"eval_mar_100_Gloves": 0.3402, |
|
"eval_mar_100_Goggles": 0.3677, |
|
"eval_mar_100_Mask": 0.3449, |
|
"eval_mar_large": 0.6217, |
|
"eval_mar_medium": 0.36, |
|
"eval_mar_small": 0.1521, |
|
"eval_runtime": 6.142, |
|
"eval_samples_per_second": 24.422, |
|
"eval_steps_per_second": 3.093, |
|
"step": 2996 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 23.422515869140625, |
|
"learning_rate": 3.5532710280373835e-05, |
|
"loss": 1.2131, |
|
"step": 3103 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_loss": 1.4868756532669067, |
|
"eval_map": 0.2002, |
|
"eval_map_50": 0.4106, |
|
"eval_map_75": 0.1706, |
|
"eval_map_Coverall": 0.4846, |
|
"eval_map_Face_Shield": 0.0845, |
|
"eval_map_Gloves": 0.1196, |
|
"eval_map_Goggles": 0.0699, |
|
"eval_map_Mask": 0.2425, |
|
"eval_map_large": 0.3142, |
|
"eval_map_medium": 0.1516, |
|
"eval_map_small": 0.0662, |
|
"eval_mar_1": 0.2342, |
|
"eval_mar_10": 0.3959, |
|
"eval_mar_100": 0.4175, |
|
"eval_mar_100_Coverall": 0.6514, |
|
"eval_mar_100_Face_Shield": 0.3899, |
|
"eval_mar_100_Gloves": 0.3701, |
|
"eval_mar_100_Goggles": 0.3277, |
|
"eval_mar_100_Mask": 0.3484, |
|
"eval_mar_large": 0.6269, |
|
"eval_mar_medium": 0.3525, |
|
"eval_mar_small": 0.1389, |
|
"eval_runtime": 6.3712, |
|
"eval_samples_per_second": 23.544, |
|
"eval_steps_per_second": 2.982, |
|
"step": 3103 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 31.273162841796875, |
|
"learning_rate": 3.503271028037383e-05, |
|
"loss": 1.2368, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_loss": 1.3778879642486572, |
|
"eval_map": 0.218, |
|
"eval_map_50": 0.4403, |
|
"eval_map_75": 0.185, |
|
"eval_map_Coverall": 0.5063, |
|
"eval_map_Face_Shield": 0.122, |
|
"eval_map_Gloves": 0.1497, |
|
"eval_map_Goggles": 0.066, |
|
"eval_map_Mask": 0.2462, |
|
"eval_map_large": 0.3567, |
|
"eval_map_medium": 0.169, |
|
"eval_map_small": 0.084, |
|
"eval_mar_1": 0.241, |
|
"eval_mar_10": 0.4115, |
|
"eval_mar_100": 0.4326, |
|
"eval_mar_100_Coverall": 0.6815, |
|
"eval_mar_100_Face_Shield": 0.4342, |
|
"eval_mar_100_Gloves": 0.3969, |
|
"eval_mar_100_Goggles": 0.3031, |
|
"eval_mar_100_Mask": 0.3471, |
|
"eval_mar_large": 0.6216, |
|
"eval_mar_medium": 0.3738, |
|
"eval_mar_small": 0.148, |
|
"eval_runtime": 6.1934, |
|
"eval_samples_per_second": 24.219, |
|
"eval_steps_per_second": 3.068, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 75.19325256347656, |
|
"learning_rate": 3.453271028037383e-05, |
|
"loss": 1.1998, |
|
"step": 3317 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_loss": 1.447243094444275, |
|
"eval_map": 0.198, |
|
"eval_map_50": 0.4299, |
|
"eval_map_75": 0.16, |
|
"eval_map_Coverall": 0.4806, |
|
"eval_map_Face_Shield": 0.1023, |
|
"eval_map_Gloves": 0.1246, |
|
"eval_map_Goggles": 0.0601, |
|
"eval_map_Mask": 0.2224, |
|
"eval_map_large": 0.3264, |
|
"eval_map_medium": 0.1492, |
|
"eval_map_small": 0.0595, |
|
"eval_mar_1": 0.2239, |
|
"eval_mar_10": 0.3883, |
|
"eval_mar_100": 0.3992, |
|
"eval_mar_100_Coverall": 0.6455, |
|
"eval_mar_100_Face_Shield": 0.3722, |
|
"eval_mar_100_Gloves": 0.3509, |
|
"eval_mar_100_Goggles": 0.3154, |
|
"eval_mar_100_Mask": 0.312, |
|
"eval_mar_large": 0.6434, |
|
"eval_mar_medium": 0.3237, |
|
"eval_mar_small": 0.127, |
|
"eval_runtime": 6.3954, |
|
"eval_samples_per_second": 23.454, |
|
"eval_steps_per_second": 2.971, |
|
"step": 3317 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 28.105026245117188, |
|
"learning_rate": 3.403271028037383e-05, |
|
"loss": 1.1681, |
|
"step": 3424 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_loss": 1.4494925737380981, |
|
"eval_map": 0.2221, |
|
"eval_map_50": 0.4518, |
|
"eval_map_75": 0.1953, |
|
"eval_map_Coverall": 0.5124, |
|
"eval_map_Face_Shield": 0.1293, |
|
"eval_map_Gloves": 0.148, |
|
"eval_map_Goggles": 0.0893, |
|
"eval_map_Mask": 0.2318, |
|
"eval_map_large": 0.3691, |
|
"eval_map_medium": 0.1696, |
|
"eval_map_small": 0.0777, |
|
"eval_mar_1": 0.2318, |
|
"eval_mar_10": 0.3938, |
|
"eval_mar_100": 0.4082, |
|
"eval_mar_100_Coverall": 0.6757, |
|
"eval_mar_100_Face_Shield": 0.362, |
|
"eval_mar_100_Gloves": 0.3531, |
|
"eval_mar_100_Goggles": 0.32, |
|
"eval_mar_100_Mask": 0.3302, |
|
"eval_mar_large": 0.6191, |
|
"eval_mar_medium": 0.3478, |
|
"eval_mar_small": 0.1272, |
|
"eval_runtime": 6.1894, |
|
"eval_samples_per_second": 24.235, |
|
"eval_steps_per_second": 3.07, |
|
"step": 3424 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 29.319204330444336, |
|
"learning_rate": 3.3532710280373834e-05, |
|
"loss": 1.1764, |
|
"step": 3531 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_loss": 1.4151960611343384, |
|
"eval_map": 0.2008, |
|
"eval_map_50": 0.4169, |
|
"eval_map_75": 0.1755, |
|
"eval_map_Coverall": 0.4828, |
|
"eval_map_Face_Shield": 0.0883, |
|
"eval_map_Gloves": 0.1488, |
|
"eval_map_Goggles": 0.069, |
|
"eval_map_Mask": 0.2154, |
|
"eval_map_large": 0.3627, |
|
"eval_map_medium": 0.154, |
|
"eval_map_small": 0.0844, |
|
"eval_mar_1": 0.2432, |
|
"eval_mar_10": 0.4092, |
|
"eval_mar_100": 0.4304, |
|
"eval_mar_100_Coverall": 0.6802, |
|
"eval_mar_100_Face_Shield": 0.3886, |
|
"eval_mar_100_Gloves": 0.3884, |
|
"eval_mar_100_Goggles": 0.3692, |
|
"eval_mar_100_Mask": 0.3258, |
|
"eval_mar_large": 0.6587, |
|
"eval_mar_medium": 0.3751, |
|
"eval_mar_small": 0.182, |
|
"eval_runtime": 6.1264, |
|
"eval_samples_per_second": 24.484, |
|
"eval_steps_per_second": 3.101, |
|
"step": 3531 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 87.79473876953125, |
|
"learning_rate": 3.3032710280373835e-05, |
|
"loss": 1.1979, |
|
"step": 3638 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_loss": 1.4427675008773804, |
|
"eval_map": 0.2013, |
|
"eval_map_50": 0.4058, |
|
"eval_map_75": 0.1813, |
|
"eval_map_Coverall": 0.4904, |
|
"eval_map_Face_Shield": 0.0817, |
|
"eval_map_Gloves": 0.1434, |
|
"eval_map_Goggles": 0.0536, |
|
"eval_map_Mask": 0.2373, |
|
"eval_map_large": 0.3315, |
|
"eval_map_medium": 0.1428, |
|
"eval_map_small": 0.0525, |
|
"eval_mar_1": 0.2318, |
|
"eval_mar_10": 0.3933, |
|
"eval_mar_100": 0.4123, |
|
"eval_mar_100_Coverall": 0.6486, |
|
"eval_mar_100_Face_Shield": 0.3785, |
|
"eval_mar_100_Gloves": 0.3576, |
|
"eval_mar_100_Goggles": 0.3277, |
|
"eval_mar_100_Mask": 0.3493, |
|
"eval_mar_large": 0.6431, |
|
"eval_mar_medium": 0.3492, |
|
"eval_mar_small": 0.1116, |
|
"eval_runtime": 6.3196, |
|
"eval_samples_per_second": 23.736, |
|
"eval_steps_per_second": 3.007, |
|
"step": 3638 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 41.54702377319336, |
|
"learning_rate": 3.2532710280373837e-05, |
|
"loss": 1.1635, |
|
"step": 3745 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_loss": 1.377811074256897, |
|
"eval_map": 0.2114, |
|
"eval_map_50": 0.4473, |
|
"eval_map_75": 0.1701, |
|
"eval_map_Coverall": 0.4973, |
|
"eval_map_Face_Shield": 0.1031, |
|
"eval_map_Gloves": 0.1518, |
|
"eval_map_Goggles": 0.0604, |
|
"eval_map_Mask": 0.2444, |
|
"eval_map_large": 0.372, |
|
"eval_map_medium": 0.1497, |
|
"eval_map_small": 0.0619, |
|
"eval_mar_1": 0.2475, |
|
"eval_mar_10": 0.3926, |
|
"eval_mar_100": 0.4125, |
|
"eval_mar_100_Coverall": 0.6577, |
|
"eval_mar_100_Face_Shield": 0.3595, |
|
"eval_mar_100_Gloves": 0.379, |
|
"eval_mar_100_Goggles": 0.3262, |
|
"eval_mar_100_Mask": 0.34, |
|
"eval_mar_large": 0.6545, |
|
"eval_mar_medium": 0.3367, |
|
"eval_mar_small": 0.1264, |
|
"eval_runtime": 6.1816, |
|
"eval_samples_per_second": 24.265, |
|
"eval_steps_per_second": 3.074, |
|
"step": 3745 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 44.485721588134766, |
|
"learning_rate": 3.203271028037383e-05, |
|
"loss": 1.1449, |
|
"step": 3852 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_loss": 1.3933051824569702, |
|
"eval_map": 0.2136, |
|
"eval_map_50": 0.4427, |
|
"eval_map_75": 0.1846, |
|
"eval_map_Coverall": 0.4915, |
|
"eval_map_Face_Shield": 0.1052, |
|
"eval_map_Gloves": 0.1672, |
|
"eval_map_Goggles": 0.0773, |
|
"eval_map_Mask": 0.227, |
|
"eval_map_large": 0.3765, |
|
"eval_map_medium": 0.1615, |
|
"eval_map_small": 0.0791, |
|
"eval_mar_1": 0.2354, |
|
"eval_mar_10": 0.4041, |
|
"eval_mar_100": 0.4206, |
|
"eval_mar_100_Coverall": 0.6626, |
|
"eval_mar_100_Face_Shield": 0.4101, |
|
"eval_mar_100_Gloves": 0.3795, |
|
"eval_mar_100_Goggles": 0.3169, |
|
"eval_mar_100_Mask": 0.3338, |
|
"eval_mar_large": 0.6543, |
|
"eval_mar_medium": 0.3565, |
|
"eval_mar_small": 0.1575, |
|
"eval_runtime": 6.2814, |
|
"eval_samples_per_second": 23.88, |
|
"eval_steps_per_second": 3.025, |
|
"step": 3852 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 29.889686584472656, |
|
"learning_rate": 3.153271028037383e-05, |
|
"loss": 1.1453, |
|
"step": 3959 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_loss": 1.3953911066055298, |
|
"eval_map": 0.205, |
|
"eval_map_50": 0.4224, |
|
"eval_map_75": 0.176, |
|
"eval_map_Coverall": 0.492, |
|
"eval_map_Face_Shield": 0.1063, |
|
"eval_map_Gloves": 0.1628, |
|
"eval_map_Goggles": 0.0527, |
|
"eval_map_Mask": 0.2114, |
|
"eval_map_large": 0.3456, |
|
"eval_map_medium": 0.1498, |
|
"eval_map_small": 0.0648, |
|
"eval_mar_1": 0.2412, |
|
"eval_mar_10": 0.3984, |
|
"eval_mar_100": 0.4095, |
|
"eval_mar_100_Coverall": 0.6423, |
|
"eval_mar_100_Face_Shield": 0.3633, |
|
"eval_mar_100_Gloves": 0.3893, |
|
"eval_mar_100_Goggles": 0.3292, |
|
"eval_mar_100_Mask": 0.3236, |
|
"eval_mar_large": 0.6536, |
|
"eval_mar_medium": 0.3492, |
|
"eval_mar_small": 0.1209, |
|
"eval_runtime": 6.171, |
|
"eval_samples_per_second": 24.307, |
|
"eval_steps_per_second": 3.079, |
|
"step": 3959 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 22.701637268066406, |
|
"learning_rate": 3.1032710280373834e-05, |
|
"loss": 1.1424, |
|
"step": 4066 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_loss": 1.3781055212020874, |
|
"eval_map": 0.2137, |
|
"eval_map_50": 0.4373, |
|
"eval_map_75": 0.1839, |
|
"eval_map_Coverall": 0.4926, |
|
"eval_map_Face_Shield": 0.101, |
|
"eval_map_Gloves": 0.1576, |
|
"eval_map_Goggles": 0.059, |
|
"eval_map_Mask": 0.258, |
|
"eval_map_large": 0.3815, |
|
"eval_map_medium": 0.1634, |
|
"eval_map_small": 0.0774, |
|
"eval_mar_1": 0.2488, |
|
"eval_mar_10": 0.4149, |
|
"eval_mar_100": 0.4281, |
|
"eval_mar_100_Coverall": 0.6559, |
|
"eval_mar_100_Face_Shield": 0.4, |
|
"eval_mar_100_Gloves": 0.3616, |
|
"eval_mar_100_Goggles": 0.3415, |
|
"eval_mar_100_Mask": 0.3813, |
|
"eval_mar_large": 0.6559, |
|
"eval_mar_medium": 0.3589, |
|
"eval_mar_small": 0.1632, |
|
"eval_runtime": 6.2975, |
|
"eval_samples_per_second": 23.819, |
|
"eval_steps_per_second": 3.017, |
|
"step": 4066 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 40.76984786987305, |
|
"learning_rate": 3.0532710280373835e-05, |
|
"loss": 1.1118, |
|
"step": 4173 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_loss": 1.367222785949707, |
|
"eval_map": 0.2154, |
|
"eval_map_50": 0.4547, |
|
"eval_map_75": 0.1737, |
|
"eval_map_Coverall": 0.5024, |
|
"eval_map_Face_Shield": 0.1303, |
|
"eval_map_Gloves": 0.1493, |
|
"eval_map_Goggles": 0.0607, |
|
"eval_map_Mask": 0.2341, |
|
"eval_map_large": 0.3736, |
|
"eval_map_medium": 0.1538, |
|
"eval_map_small": 0.0746, |
|
"eval_mar_1": 0.2448, |
|
"eval_mar_10": 0.3939, |
|
"eval_mar_100": 0.4125, |
|
"eval_mar_100_Coverall": 0.6779, |
|
"eval_mar_100_Face_Shield": 0.3608, |
|
"eval_mar_100_Gloves": 0.3719, |
|
"eval_mar_100_Goggles": 0.3123, |
|
"eval_mar_100_Mask": 0.3396, |
|
"eval_mar_large": 0.6372, |
|
"eval_mar_medium": 0.3446, |
|
"eval_mar_small": 0.1372, |
|
"eval_runtime": 6.1012, |
|
"eval_samples_per_second": 24.585, |
|
"eval_steps_per_second": 3.114, |
|
"step": 4173 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 25.606489181518555, |
|
"learning_rate": 3.0032710280373833e-05, |
|
"loss": 1.088, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_loss": 1.3414280414581299, |
|
"eval_map": 0.2193, |
|
"eval_map_50": 0.4552, |
|
"eval_map_75": 0.1867, |
|
"eval_map_Coverall": 0.4978, |
|
"eval_map_Face_Shield": 0.1297, |
|
"eval_map_Gloves": 0.1644, |
|
"eval_map_Goggles": 0.0618, |
|
"eval_map_Mask": 0.2426, |
|
"eval_map_large": 0.3886, |
|
"eval_map_medium": 0.1711, |
|
"eval_map_small": 0.0824, |
|
"eval_mar_1": 0.2451, |
|
"eval_mar_10": 0.4043, |
|
"eval_mar_100": 0.4178, |
|
"eval_mar_100_Coverall": 0.6658, |
|
"eval_mar_100_Face_Shield": 0.3557, |
|
"eval_mar_100_Gloves": 0.404, |
|
"eval_mar_100_Goggles": 0.3077, |
|
"eval_mar_100_Mask": 0.356, |
|
"eval_mar_large": 0.6465, |
|
"eval_mar_medium": 0.3501, |
|
"eval_mar_small": 0.1678, |
|
"eval_runtime": 6.3307, |
|
"eval_samples_per_second": 23.694, |
|
"eval_steps_per_second": 3.001, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 39.85466766357422, |
|
"learning_rate": 2.953271028037383e-05, |
|
"loss": 1.1114, |
|
"step": 4387 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_loss": 1.3819034099578857, |
|
"eval_map": 0.2228, |
|
"eval_map_50": 0.4721, |
|
"eval_map_75": 0.175, |
|
"eval_map_Coverall": 0.4924, |
|
"eval_map_Face_Shield": 0.1164, |
|
"eval_map_Gloves": 0.169, |
|
"eval_map_Goggles": 0.0961, |
|
"eval_map_Mask": 0.2402, |
|
"eval_map_large": 0.3706, |
|
"eval_map_medium": 0.1609, |
|
"eval_map_small": 0.0879, |
|
"eval_mar_1": 0.255, |
|
"eval_mar_10": 0.4006, |
|
"eval_mar_100": 0.4146, |
|
"eval_mar_100_Coverall": 0.6689, |
|
"eval_mar_100_Face_Shield": 0.3734, |
|
"eval_mar_100_Gloves": 0.3679, |
|
"eval_mar_100_Goggles": 0.3138, |
|
"eval_mar_100_Mask": 0.3489, |
|
"eval_mar_large": 0.6389, |
|
"eval_mar_medium": 0.3427, |
|
"eval_mar_small": 0.1458, |
|
"eval_runtime": 6.1782, |
|
"eval_samples_per_second": 24.279, |
|
"eval_steps_per_second": 3.075, |
|
"step": 4387 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 90.69112396240234, |
|
"learning_rate": 2.9032710280373833e-05, |
|
"loss": 1.0758, |
|
"step": 4494 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_loss": 1.345885992050171, |
|
"eval_map": 0.2286, |
|
"eval_map_50": 0.4696, |
|
"eval_map_75": 0.2048, |
|
"eval_map_Coverall": 0.5112, |
|
"eval_map_Face_Shield": 0.1497, |
|
"eval_map_Gloves": 0.1742, |
|
"eval_map_Goggles": 0.059, |
|
"eval_map_Mask": 0.2491, |
|
"eval_map_large": 0.3734, |
|
"eval_map_medium": 0.1806, |
|
"eval_map_small": 0.0897, |
|
"eval_mar_1": 0.2526, |
|
"eval_mar_10": 0.4245, |
|
"eval_mar_100": 0.4366, |
|
"eval_mar_100_Coverall": 0.6815, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.3938, |
|
"eval_mar_100_Goggles": 0.3338, |
|
"eval_mar_100_Mask": 0.3702, |
|
"eval_mar_large": 0.6341, |
|
"eval_mar_medium": 0.3898, |
|
"eval_mar_small": 0.1566, |
|
"eval_runtime": 6.401, |
|
"eval_samples_per_second": 23.434, |
|
"eval_steps_per_second": 2.968, |
|
"step": 4494 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 44.553916931152344, |
|
"learning_rate": 2.853271028037383e-05, |
|
"loss": 1.0747, |
|
"step": 4601 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_loss": 1.441056251525879, |
|
"eval_map": 0.2178, |
|
"eval_map_50": 0.4397, |
|
"eval_map_75": 0.1951, |
|
"eval_map_Coverall": 0.4929, |
|
"eval_map_Face_Shield": 0.1317, |
|
"eval_map_Gloves": 0.1632, |
|
"eval_map_Goggles": 0.1014, |
|
"eval_map_Mask": 0.1997, |
|
"eval_map_large": 0.3977, |
|
"eval_map_medium": 0.1557, |
|
"eval_map_small": 0.0581, |
|
"eval_mar_1": 0.232, |
|
"eval_mar_10": 0.3933, |
|
"eval_mar_100": 0.4086, |
|
"eval_mar_100_Coverall": 0.6604, |
|
"eval_mar_100_Face_Shield": 0.3633, |
|
"eval_mar_100_Gloves": 0.3598, |
|
"eval_mar_100_Goggles": 0.34, |
|
"eval_mar_100_Mask": 0.3196, |
|
"eval_mar_large": 0.6699, |
|
"eval_mar_medium": 0.3301, |
|
"eval_mar_small": 0.1258, |
|
"eval_runtime": 6.1576, |
|
"eval_samples_per_second": 24.36, |
|
"eval_steps_per_second": 3.086, |
|
"step": 4601 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 31.096899032592773, |
|
"learning_rate": 2.8032710280373832e-05, |
|
"loss": 1.0909, |
|
"step": 4708 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_loss": 1.3192012310028076, |
|
"eval_map": 0.2424, |
|
"eval_map_50": 0.4916, |
|
"eval_map_75": 0.2152, |
|
"eval_map_Coverall": 0.5041, |
|
"eval_map_Face_Shield": 0.1765, |
|
"eval_map_Gloves": 0.1901, |
|
"eval_map_Goggles": 0.0983, |
|
"eval_map_Mask": 0.2431, |
|
"eval_map_large": 0.4032, |
|
"eval_map_medium": 0.1953, |
|
"eval_map_small": 0.0842, |
|
"eval_mar_1": 0.26, |
|
"eval_mar_10": 0.4237, |
|
"eval_mar_100": 0.4387, |
|
"eval_mar_100_Coverall": 0.6842, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.3879, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3591, |
|
"eval_mar_large": 0.66, |
|
"eval_mar_medium": 0.3801, |
|
"eval_mar_small": 0.1597, |
|
"eval_runtime": 6.4679, |
|
"eval_samples_per_second": 23.192, |
|
"eval_steps_per_second": 2.938, |
|
"step": 4708 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 68.50764465332031, |
|
"learning_rate": 2.7532710280373837e-05, |
|
"loss": 1.0527, |
|
"step": 4815 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_loss": 1.3109592199325562, |
|
"eval_map": 0.2362, |
|
"eval_map_50": 0.4902, |
|
"eval_map_75": 0.2009, |
|
"eval_map_Coverall": 0.5178, |
|
"eval_map_Face_Shield": 0.1379, |
|
"eval_map_Gloves": 0.1828, |
|
"eval_map_Goggles": 0.0848, |
|
"eval_map_Mask": 0.2576, |
|
"eval_map_large": 0.4042, |
|
"eval_map_medium": 0.1842, |
|
"eval_map_small": 0.1033, |
|
"eval_mar_1": 0.2505, |
|
"eval_mar_10": 0.4306, |
|
"eval_mar_100": 0.4496, |
|
"eval_mar_100_Coverall": 0.6797, |
|
"eval_mar_100_Face_Shield": 0.4215, |
|
"eval_mar_100_Gloves": 0.4098, |
|
"eval_mar_100_Goggles": 0.3754, |
|
"eval_mar_100_Mask": 0.3613, |
|
"eval_mar_large": 0.6601, |
|
"eval_mar_medium": 0.3896, |
|
"eval_mar_small": 0.1869, |
|
"eval_runtime": 6.1252, |
|
"eval_samples_per_second": 24.489, |
|
"eval_steps_per_second": 3.102, |
|
"step": 4815 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": Infinity, |
|
"learning_rate": 2.7037383177570096e-05, |
|
"loss": 1.0421, |
|
"step": 4922 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_loss": 1.3185606002807617, |
|
"eval_map": 0.2376, |
|
"eval_map_50": 0.4944, |
|
"eval_map_75": 0.213, |
|
"eval_map_Coverall": 0.5174, |
|
"eval_map_Face_Shield": 0.1569, |
|
"eval_map_Gloves": 0.171, |
|
"eval_map_Goggles": 0.0818, |
|
"eval_map_Mask": 0.261, |
|
"eval_map_large": 0.3833, |
|
"eval_map_medium": 0.19, |
|
"eval_map_small": 0.097, |
|
"eval_mar_1": 0.2587, |
|
"eval_mar_10": 0.4303, |
|
"eval_mar_100": 0.4487, |
|
"eval_mar_100_Coverall": 0.6824, |
|
"eval_mar_100_Face_Shield": 0.4114, |
|
"eval_mar_100_Gloves": 0.3902, |
|
"eval_mar_100_Goggles": 0.3923, |
|
"eval_mar_100_Mask": 0.3671, |
|
"eval_mar_large": 0.643, |
|
"eval_mar_medium": 0.399, |
|
"eval_mar_small": 0.2199, |
|
"eval_runtime": 6.1088, |
|
"eval_samples_per_second": 24.555, |
|
"eval_steps_per_second": 3.11, |
|
"step": 4922 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 62.31310272216797, |
|
"learning_rate": 2.6537383177570098e-05, |
|
"loss": 1.0428, |
|
"step": 5029 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_loss": 1.3096048831939697, |
|
"eval_map": 0.2421, |
|
"eval_map_50": 0.4797, |
|
"eval_map_75": 0.2235, |
|
"eval_map_Coverall": 0.5242, |
|
"eval_map_Face_Shield": 0.155, |
|
"eval_map_Gloves": 0.1757, |
|
"eval_map_Goggles": 0.1006, |
|
"eval_map_Mask": 0.255, |
|
"eval_map_large": 0.4236, |
|
"eval_map_medium": 0.196, |
|
"eval_map_small": 0.0976, |
|
"eval_mar_1": 0.2574, |
|
"eval_mar_10": 0.4299, |
|
"eval_mar_100": 0.4437, |
|
"eval_mar_100_Coverall": 0.6824, |
|
"eval_mar_100_Face_Shield": 0.419, |
|
"eval_mar_100_Gloves": 0.396, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3627, |
|
"eval_mar_large": 0.6646, |
|
"eval_mar_medium": 0.3688, |
|
"eval_mar_small": 0.2217, |
|
"eval_runtime": 6.3654, |
|
"eval_samples_per_second": 23.565, |
|
"eval_steps_per_second": 2.985, |
|
"step": 5029 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 29.249704360961914, |
|
"learning_rate": 2.6037383177570096e-05, |
|
"loss": 1.0369, |
|
"step": 5136 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_loss": 1.3048992156982422, |
|
"eval_map": 0.2447, |
|
"eval_map_50": 0.4953, |
|
"eval_map_75": 0.2069, |
|
"eval_map_Coverall": 0.5228, |
|
"eval_map_Face_Shield": 0.1539, |
|
"eval_map_Gloves": 0.1757, |
|
"eval_map_Goggles": 0.1091, |
|
"eval_map_Mask": 0.2619, |
|
"eval_map_large": 0.421, |
|
"eval_map_medium": 0.1971, |
|
"eval_map_small": 0.0929, |
|
"eval_mar_1": 0.2651, |
|
"eval_mar_10": 0.4284, |
|
"eval_mar_100": 0.4393, |
|
"eval_mar_100_Coverall": 0.6892, |
|
"eval_mar_100_Face_Shield": 0.419, |
|
"eval_mar_100_Gloves": 0.3763, |
|
"eval_mar_100_Goggles": 0.3492, |
|
"eval_mar_100_Mask": 0.3627, |
|
"eval_mar_large": 0.6669, |
|
"eval_mar_medium": 0.3866, |
|
"eval_mar_small": 0.1395, |
|
"eval_runtime": 6.0904, |
|
"eval_samples_per_second": 24.629, |
|
"eval_steps_per_second": 3.12, |
|
"step": 5136 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 85.3802490234375, |
|
"learning_rate": 2.5537383177570097e-05, |
|
"loss": 1.0315, |
|
"step": 5243 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_loss": 1.3188526630401611, |
|
"eval_map": 0.2417, |
|
"eval_map_50": 0.4851, |
|
"eval_map_75": 0.2149, |
|
"eval_map_Coverall": 0.5079, |
|
"eval_map_Face_Shield": 0.1679, |
|
"eval_map_Gloves": 0.1627, |
|
"eval_map_Goggles": 0.1174, |
|
"eval_map_Mask": 0.2527, |
|
"eval_map_large": 0.4224, |
|
"eval_map_medium": 0.1967, |
|
"eval_map_small": 0.0914, |
|
"eval_mar_1": 0.2682, |
|
"eval_mar_10": 0.4241, |
|
"eval_mar_100": 0.4431, |
|
"eval_mar_100_Coverall": 0.691, |
|
"eval_mar_100_Face_Shield": 0.4215, |
|
"eval_mar_100_Gloves": 0.3857, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3604, |
|
"eval_mar_large": 0.6742, |
|
"eval_mar_medium": 0.3756, |
|
"eval_mar_small": 0.1874, |
|
"eval_runtime": 6.3094, |
|
"eval_samples_per_second": 23.774, |
|
"eval_steps_per_second": 3.011, |
|
"step": 5243 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 200.41046142578125, |
|
"learning_rate": 2.5037383177570095e-05, |
|
"loss": 1.0149, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_loss": 1.312726378440857, |
|
"eval_map": 0.2399, |
|
"eval_map_50": 0.4962, |
|
"eval_map_75": 0.2041, |
|
"eval_map_Coverall": 0.5148, |
|
"eval_map_Face_Shield": 0.1434, |
|
"eval_map_Gloves": 0.1616, |
|
"eval_map_Goggles": 0.1342, |
|
"eval_map_Mask": 0.2454, |
|
"eval_map_large": 0.4276, |
|
"eval_map_medium": 0.1854, |
|
"eval_map_small": 0.096, |
|
"eval_mar_1": 0.2638, |
|
"eval_mar_10": 0.4178, |
|
"eval_mar_100": 0.4325, |
|
"eval_mar_100_Coverall": 0.6797, |
|
"eval_mar_100_Face_Shield": 0.3734, |
|
"eval_mar_100_Gloves": 0.3746, |
|
"eval_mar_100_Goggles": 0.3831, |
|
"eval_mar_100_Mask": 0.3516, |
|
"eval_mar_large": 0.6608, |
|
"eval_mar_medium": 0.3617, |
|
"eval_mar_small": 0.1657, |
|
"eval_runtime": 6.1378, |
|
"eval_samples_per_second": 24.439, |
|
"eval_steps_per_second": 3.096, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 33.30762481689453, |
|
"learning_rate": 2.4537383177570093e-05, |
|
"loss": 1.0223, |
|
"step": 5457 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_loss": 1.2916611433029175, |
|
"eval_map": 0.2419, |
|
"eval_map_50": 0.4981, |
|
"eval_map_75": 0.2153, |
|
"eval_map_Coverall": 0.5136, |
|
"eval_map_Face_Shield": 0.1563, |
|
"eval_map_Gloves": 0.1727, |
|
"eval_map_Goggles": 0.1049, |
|
"eval_map_Mask": 0.2618, |
|
"eval_map_large": 0.4113, |
|
"eval_map_medium": 0.2027, |
|
"eval_map_small": 0.0942, |
|
"eval_mar_1": 0.2574, |
|
"eval_mar_10": 0.4243, |
|
"eval_mar_100": 0.4418, |
|
"eval_mar_100_Coverall": 0.6928, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.3987, |
|
"eval_mar_100_Goggles": 0.36, |
|
"eval_mar_100_Mask": 0.3538, |
|
"eval_mar_large": 0.6428, |
|
"eval_mar_medium": 0.3921, |
|
"eval_mar_small": 0.1948, |
|
"eval_runtime": 6.3098, |
|
"eval_samples_per_second": 23.772, |
|
"eval_steps_per_second": 3.011, |
|
"step": 5457 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 30.815549850463867, |
|
"learning_rate": 2.4037383177570095e-05, |
|
"loss": 1.0072, |
|
"step": 5564 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_loss": 1.341314673423767, |
|
"eval_map": 0.2634, |
|
"eval_map_50": 0.5259, |
|
"eval_map_75": 0.2292, |
|
"eval_map_Coverall": 0.5187, |
|
"eval_map_Face_Shield": 0.2066, |
|
"eval_map_Gloves": 0.1795, |
|
"eval_map_Goggles": 0.1321, |
|
"eval_map_Mask": 0.2802, |
|
"eval_map_large": 0.4356, |
|
"eval_map_medium": 0.2074, |
|
"eval_map_small": 0.0985, |
|
"eval_mar_1": 0.2615, |
|
"eval_mar_10": 0.415, |
|
"eval_mar_100": 0.4305, |
|
"eval_mar_100_Coverall": 0.6739, |
|
"eval_mar_100_Face_Shield": 0.4076, |
|
"eval_mar_100_Gloves": 0.3915, |
|
"eval_mar_100_Goggles": 0.3215, |
|
"eval_mar_100_Mask": 0.3582, |
|
"eval_mar_large": 0.6634, |
|
"eval_mar_medium": 0.354, |
|
"eval_mar_small": 0.1818, |
|
"eval_runtime": 6.0733, |
|
"eval_samples_per_second": 24.698, |
|
"eval_steps_per_second": 3.128, |
|
"step": 5564 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 23.655956268310547, |
|
"learning_rate": 2.3537383177570093e-05, |
|
"loss": 0.9923, |
|
"step": 5671 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_loss": 1.3195292949676514, |
|
"eval_map": 0.2393, |
|
"eval_map_50": 0.4806, |
|
"eval_map_75": 0.2104, |
|
"eval_map_Coverall": 0.5188, |
|
"eval_map_Face_Shield": 0.1376, |
|
"eval_map_Gloves": 0.1713, |
|
"eval_map_Goggles": 0.091, |
|
"eval_map_Mask": 0.2775, |
|
"eval_map_large": 0.3959, |
|
"eval_map_medium": 0.1819, |
|
"eval_map_small": 0.1019, |
|
"eval_mar_1": 0.2597, |
|
"eval_mar_10": 0.4239, |
|
"eval_mar_100": 0.4406, |
|
"eval_mar_100_Coverall": 0.677, |
|
"eval_mar_100_Face_Shield": 0.4114, |
|
"eval_mar_100_Gloves": 0.4103, |
|
"eval_mar_100_Goggles": 0.3308, |
|
"eval_mar_100_Mask": 0.3738, |
|
"eval_mar_large": 0.6387, |
|
"eval_mar_medium": 0.3776, |
|
"eval_mar_small": 0.1933, |
|
"eval_runtime": 6.2838, |
|
"eval_samples_per_second": 23.871, |
|
"eval_steps_per_second": 3.024, |
|
"step": 5671 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 45.842018127441406, |
|
"learning_rate": 2.3037383177570094e-05, |
|
"loss": 0.9981, |
|
"step": 5778 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_loss": 1.322924017906189, |
|
"eval_map": 0.2406, |
|
"eval_map_50": 0.5014, |
|
"eval_map_75": 0.2014, |
|
"eval_map_Coverall": 0.5172, |
|
"eval_map_Face_Shield": 0.1521, |
|
"eval_map_Gloves": 0.1695, |
|
"eval_map_Goggles": 0.1067, |
|
"eval_map_Mask": 0.2574, |
|
"eval_map_large": 0.404, |
|
"eval_map_medium": 0.1896, |
|
"eval_map_small": 0.1122, |
|
"eval_mar_1": 0.2441, |
|
"eval_mar_10": 0.4128, |
|
"eval_mar_100": 0.4303, |
|
"eval_mar_100_Coverall": 0.673, |
|
"eval_mar_100_Face_Shield": 0.3975, |
|
"eval_mar_100_Gloves": 0.4009, |
|
"eval_mar_100_Goggles": 0.32, |
|
"eval_mar_100_Mask": 0.36, |
|
"eval_mar_large": 0.6241, |
|
"eval_mar_medium": 0.3707, |
|
"eval_mar_small": 0.1999, |
|
"eval_runtime": 6.1979, |
|
"eval_samples_per_second": 24.202, |
|
"eval_steps_per_second": 3.066, |
|
"step": 5778 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 60.236331939697266, |
|
"learning_rate": 2.2537383177570095e-05, |
|
"loss": 0.9892, |
|
"step": 5885 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_loss": 1.3100348711013794, |
|
"eval_map": 0.2483, |
|
"eval_map_50": 0.5044, |
|
"eval_map_75": 0.2104, |
|
"eval_map_Coverall": 0.5088, |
|
"eval_map_Face_Shield": 0.1744, |
|
"eval_map_Gloves": 0.1689, |
|
"eval_map_Goggles": 0.1261, |
|
"eval_map_Mask": 0.2632, |
|
"eval_map_large": 0.4205, |
|
"eval_map_medium": 0.1985, |
|
"eval_map_small": 0.0779, |
|
"eval_mar_1": 0.2606, |
|
"eval_mar_10": 0.4207, |
|
"eval_mar_100": 0.4357, |
|
"eval_mar_100_Coverall": 0.6608, |
|
"eval_mar_100_Face_Shield": 0.4051, |
|
"eval_mar_100_Gloves": 0.3915, |
|
"eval_mar_100_Goggles": 0.36, |
|
"eval_mar_100_Mask": 0.3609, |
|
"eval_mar_large": 0.6592, |
|
"eval_mar_medium": 0.3783, |
|
"eval_mar_small": 0.1744, |
|
"eval_runtime": 6.1418, |
|
"eval_samples_per_second": 24.423, |
|
"eval_steps_per_second": 3.094, |
|
"step": 5885 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 60.1921501159668, |
|
"learning_rate": 2.2037383177570093e-05, |
|
"loss": 0.9704, |
|
"step": 5992 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_loss": 1.310206413269043, |
|
"eval_map": 0.2508, |
|
"eval_map_50": 0.5103, |
|
"eval_map_75": 0.22, |
|
"eval_map_Coverall": 0.5205, |
|
"eval_map_Face_Shield": 0.1459, |
|
"eval_map_Gloves": 0.1683, |
|
"eval_map_Goggles": 0.1467, |
|
"eval_map_Mask": 0.2723, |
|
"eval_map_large": 0.4222, |
|
"eval_map_medium": 0.1951, |
|
"eval_map_small": 0.0998, |
|
"eval_mar_1": 0.259, |
|
"eval_mar_10": 0.4147, |
|
"eval_mar_100": 0.4341, |
|
"eval_mar_100_Coverall": 0.6797, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.4045, |
|
"eval_mar_100_Goggles": 0.3338, |
|
"eval_mar_100_Mask": 0.3484, |
|
"eval_mar_large": 0.6439, |
|
"eval_mar_medium": 0.3784, |
|
"eval_mar_small": 0.158, |
|
"eval_runtime": 6.1451, |
|
"eval_samples_per_second": 24.41, |
|
"eval_steps_per_second": 3.092, |
|
"step": 5992 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 90.68224334716797, |
|
"learning_rate": 2.1537383177570095e-05, |
|
"loss": 0.9724, |
|
"step": 6099 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_loss": 1.2838200330734253, |
|
"eval_map": 0.2591, |
|
"eval_map_50": 0.5087, |
|
"eval_map_75": 0.2339, |
|
"eval_map_Coverall": 0.5396, |
|
"eval_map_Face_Shield": 0.1688, |
|
"eval_map_Gloves": 0.1781, |
|
"eval_map_Goggles": 0.1362, |
|
"eval_map_Mask": 0.2727, |
|
"eval_map_large": 0.4197, |
|
"eval_map_medium": 0.2132, |
|
"eval_map_small": 0.1102, |
|
"eval_mar_1": 0.267, |
|
"eval_mar_10": 0.4329, |
|
"eval_mar_100": 0.4461, |
|
"eval_mar_100_Coverall": 0.6901, |
|
"eval_mar_100_Face_Shield": 0.4139, |
|
"eval_mar_100_Gloves": 0.3835, |
|
"eval_mar_100_Goggles": 0.3708, |
|
"eval_mar_100_Mask": 0.3724, |
|
"eval_mar_large": 0.6508, |
|
"eval_mar_medium": 0.3891, |
|
"eval_mar_small": 0.2133, |
|
"eval_runtime": 6.0928, |
|
"eval_samples_per_second": 24.619, |
|
"eval_steps_per_second": 3.118, |
|
"step": 6099 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 34.033836364746094, |
|
"learning_rate": 2.1037383177570093e-05, |
|
"loss": 0.9768, |
|
"step": 6206 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_loss": 1.298223853111267, |
|
"eval_map": 0.2591, |
|
"eval_map_50": 0.5133, |
|
"eval_map_75": 0.2325, |
|
"eval_map_Coverall": 0.5289, |
|
"eval_map_Face_Shield": 0.171, |
|
"eval_map_Gloves": 0.1841, |
|
"eval_map_Goggles": 0.1417, |
|
"eval_map_Mask": 0.2695, |
|
"eval_map_large": 0.4129, |
|
"eval_map_medium": 0.2165, |
|
"eval_map_small": 0.0919, |
|
"eval_mar_1": 0.2634, |
|
"eval_mar_10": 0.4314, |
|
"eval_mar_100": 0.4431, |
|
"eval_mar_100_Coverall": 0.6923, |
|
"eval_mar_100_Face_Shield": 0.4013, |
|
"eval_mar_100_Gloves": 0.3821, |
|
"eval_mar_100_Goggles": 0.3708, |
|
"eval_mar_100_Mask": 0.3689, |
|
"eval_mar_large": 0.6589, |
|
"eval_mar_medium": 0.3999, |
|
"eval_mar_small": 0.1627, |
|
"eval_runtime": 6.1708, |
|
"eval_samples_per_second": 24.308, |
|
"eval_steps_per_second": 3.079, |
|
"step": 6206 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 22.775297164916992, |
|
"learning_rate": 2.0537383177570094e-05, |
|
"loss": 0.974, |
|
"step": 6313 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_loss": 1.2888262271881104, |
|
"eval_map": 0.2611, |
|
"eval_map_50": 0.5216, |
|
"eval_map_75": 0.239, |
|
"eval_map_Coverall": 0.5364, |
|
"eval_map_Face_Shield": 0.1824, |
|
"eval_map_Gloves": 0.1768, |
|
"eval_map_Goggles": 0.1455, |
|
"eval_map_Mask": 0.2646, |
|
"eval_map_large": 0.4504, |
|
"eval_map_medium": 0.2094, |
|
"eval_map_small": 0.1126, |
|
"eval_mar_1": 0.2659, |
|
"eval_mar_10": 0.4367, |
|
"eval_mar_100": 0.4506, |
|
"eval_mar_100_Coverall": 0.6833, |
|
"eval_mar_100_Face_Shield": 0.4304, |
|
"eval_mar_100_Gloves": 0.3884, |
|
"eval_mar_100_Goggles": 0.38, |
|
"eval_mar_100_Mask": 0.3711, |
|
"eval_mar_large": 0.6611, |
|
"eval_mar_medium": 0.3957, |
|
"eval_mar_small": 0.2099, |
|
"eval_runtime": 6.195, |
|
"eval_samples_per_second": 24.213, |
|
"eval_steps_per_second": 3.067, |
|
"step": 6313 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 205.78858947753906, |
|
"learning_rate": 2.0037383177570092e-05, |
|
"loss": 0.9585, |
|
"step": 6420 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_loss": 1.2801138162612915, |
|
"eval_map": 0.269, |
|
"eval_map_50": 0.5399, |
|
"eval_map_75": 0.2305, |
|
"eval_map_Coverall": 0.5471, |
|
"eval_map_Face_Shield": 0.1805, |
|
"eval_map_Gloves": 0.1935, |
|
"eval_map_Goggles": 0.1518, |
|
"eval_map_Mask": 0.272, |
|
"eval_map_large": 0.4622, |
|
"eval_map_medium": 0.2209, |
|
"eval_map_small": 0.103, |
|
"eval_mar_1": 0.2636, |
|
"eval_mar_10": 0.4453, |
|
"eval_mar_100": 0.4548, |
|
"eval_mar_100_Coverall": 0.6896, |
|
"eval_mar_100_Face_Shield": 0.4392, |
|
"eval_mar_100_Gloves": 0.3862, |
|
"eval_mar_100_Goggles": 0.3908, |
|
"eval_mar_100_Mask": 0.368, |
|
"eval_mar_large": 0.6777, |
|
"eval_mar_medium": 0.3944, |
|
"eval_mar_small": 0.227, |
|
"eval_runtime": 6.1887, |
|
"eval_samples_per_second": 24.238, |
|
"eval_steps_per_second": 3.07, |
|
"step": 6420 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 78.99893188476562, |
|
"learning_rate": 1.9537383177570097e-05, |
|
"loss": 0.9693, |
|
"step": 6527 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_loss": 1.2816365957260132, |
|
"eval_map": 0.2685, |
|
"eval_map_50": 0.5368, |
|
"eval_map_75": 0.2347, |
|
"eval_map_Coverall": 0.5394, |
|
"eval_map_Face_Shield": 0.1894, |
|
"eval_map_Gloves": 0.1913, |
|
"eval_map_Goggles": 0.1505, |
|
"eval_map_Mask": 0.2718, |
|
"eval_map_large": 0.4546, |
|
"eval_map_medium": 0.2268, |
|
"eval_map_small": 0.0904, |
|
"eval_mar_1": 0.2661, |
|
"eval_mar_10": 0.4332, |
|
"eval_mar_100": 0.4445, |
|
"eval_mar_100_Coverall": 0.6811, |
|
"eval_mar_100_Face_Shield": 0.4481, |
|
"eval_mar_100_Gloves": 0.3754, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3596, |
|
"eval_mar_large": 0.6802, |
|
"eval_mar_medium": 0.3918, |
|
"eval_mar_small": 0.1645, |
|
"eval_runtime": 6.3419, |
|
"eval_samples_per_second": 23.652, |
|
"eval_steps_per_second": 2.996, |
|
"step": 6527 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 27.7219181060791, |
|
"learning_rate": 1.9037383177570095e-05, |
|
"loss": 0.9653, |
|
"step": 6634 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_loss": 1.2668160200119019, |
|
"eval_map": 0.2718, |
|
"eval_map_50": 0.5518, |
|
"eval_map_75": 0.2315, |
|
"eval_map_Coverall": 0.5416, |
|
"eval_map_Face_Shield": 0.1993, |
|
"eval_map_Gloves": 0.193, |
|
"eval_map_Goggles": 0.1515, |
|
"eval_map_Mask": 0.2733, |
|
"eval_map_large": 0.4447, |
|
"eval_map_medium": 0.2221, |
|
"eval_map_small": 0.1013, |
|
"eval_mar_1": 0.2714, |
|
"eval_mar_10": 0.4392, |
|
"eval_mar_100": 0.4524, |
|
"eval_mar_100_Coverall": 0.6833, |
|
"eval_mar_100_Face_Shield": 0.4418, |
|
"eval_mar_100_Gloves": 0.4018, |
|
"eval_mar_100_Goggles": 0.3646, |
|
"eval_mar_100_Mask": 0.3707, |
|
"eval_mar_large": 0.6521, |
|
"eval_mar_medium": 0.3974, |
|
"eval_mar_small": 0.2027, |
|
"eval_runtime": 6.2914, |
|
"eval_samples_per_second": 23.842, |
|
"eval_steps_per_second": 3.02, |
|
"step": 6634 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 24.01725959777832, |
|
"learning_rate": 1.8537383177570093e-05, |
|
"loss": 0.9367, |
|
"step": 6741 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_loss": 1.2756034135818481, |
|
"eval_map": 0.2678, |
|
"eval_map_50": 0.5419, |
|
"eval_map_75": 0.2284, |
|
"eval_map_Coverall": 0.5449, |
|
"eval_map_Face_Shield": 0.1986, |
|
"eval_map_Gloves": 0.1872, |
|
"eval_map_Goggles": 0.1375, |
|
"eval_map_Mask": 0.2706, |
|
"eval_map_large": 0.4618, |
|
"eval_map_medium": 0.2106, |
|
"eval_map_small": 0.0915, |
|
"eval_mar_1": 0.2696, |
|
"eval_mar_10": 0.4304, |
|
"eval_mar_100": 0.4467, |
|
"eval_mar_100_Coverall": 0.6941, |
|
"eval_mar_100_Face_Shield": 0.4418, |
|
"eval_mar_100_Gloves": 0.4098, |
|
"eval_mar_100_Goggles": 0.32, |
|
"eval_mar_100_Mask": 0.3676, |
|
"eval_mar_large": 0.6624, |
|
"eval_mar_medium": 0.3823, |
|
"eval_mar_small": 0.2066, |
|
"eval_runtime": 6.3424, |
|
"eval_samples_per_second": 23.65, |
|
"eval_steps_per_second": 2.996, |
|
"step": 6741 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 33.43597412109375, |
|
"learning_rate": 1.8037383177570094e-05, |
|
"loss": 0.9397, |
|
"step": 6848 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_loss": 1.279173493385315, |
|
"eval_map": 0.2693, |
|
"eval_map_50": 0.543, |
|
"eval_map_75": 0.2349, |
|
"eval_map_Coverall": 0.532, |
|
"eval_map_Face_Shield": 0.1938, |
|
"eval_map_Gloves": 0.1966, |
|
"eval_map_Goggles": 0.1431, |
|
"eval_map_Mask": 0.2811, |
|
"eval_map_large": 0.4305, |
|
"eval_map_medium": 0.2191, |
|
"eval_map_small": 0.1105, |
|
"eval_mar_1": 0.2671, |
|
"eval_mar_10": 0.447, |
|
"eval_mar_100": 0.4594, |
|
"eval_mar_100_Coverall": 0.6856, |
|
"eval_mar_100_Face_Shield": 0.4544, |
|
"eval_mar_100_Gloves": 0.3942, |
|
"eval_mar_100_Goggles": 0.3892, |
|
"eval_mar_100_Mask": 0.3738, |
|
"eval_mar_large": 0.6729, |
|
"eval_mar_medium": 0.4023, |
|
"eval_mar_small": 0.2058, |
|
"eval_runtime": 6.4489, |
|
"eval_samples_per_second": 23.26, |
|
"eval_steps_per_second": 2.946, |
|
"step": 6848 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 164.03012084960938, |
|
"learning_rate": 1.7537383177570092e-05, |
|
"loss": 0.9362, |
|
"step": 6955 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_loss": 1.2814642190933228, |
|
"eval_map": 0.2622, |
|
"eval_map_50": 0.5268, |
|
"eval_map_75": 0.2297, |
|
"eval_map_Coverall": 0.5354, |
|
"eval_map_Face_Shield": 0.1833, |
|
"eval_map_Gloves": 0.1828, |
|
"eval_map_Goggles": 0.1314, |
|
"eval_map_Mask": 0.2783, |
|
"eval_map_large": 0.4254, |
|
"eval_map_medium": 0.2152, |
|
"eval_map_small": 0.0993, |
|
"eval_mar_1": 0.2702, |
|
"eval_mar_10": 0.4417, |
|
"eval_mar_100": 0.4564, |
|
"eval_mar_100_Coverall": 0.6815, |
|
"eval_mar_100_Face_Shield": 0.4608, |
|
"eval_mar_100_Gloves": 0.3763, |
|
"eval_mar_100_Goggles": 0.3831, |
|
"eval_mar_100_Mask": 0.3804, |
|
"eval_mar_large": 0.6691, |
|
"eval_mar_medium": 0.404, |
|
"eval_mar_small": 0.1804, |
|
"eval_runtime": 6.2052, |
|
"eval_samples_per_second": 24.173, |
|
"eval_steps_per_second": 3.062, |
|
"step": 6955 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 37.908504486083984, |
|
"learning_rate": 1.7037383177570094e-05, |
|
"loss": 0.9256, |
|
"step": 7062 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_loss": 1.2706449031829834, |
|
"eval_map": 0.2785, |
|
"eval_map_50": 0.5545, |
|
"eval_map_75": 0.2555, |
|
"eval_map_Coverall": 0.5466, |
|
"eval_map_Face_Shield": 0.2198, |
|
"eval_map_Gloves": 0.1932, |
|
"eval_map_Goggles": 0.1533, |
|
"eval_map_Mask": 0.2795, |
|
"eval_map_large": 0.4632, |
|
"eval_map_medium": 0.2213, |
|
"eval_map_small": 0.11, |
|
"eval_mar_1": 0.2807, |
|
"eval_mar_10": 0.4514, |
|
"eval_mar_100": 0.4665, |
|
"eval_mar_100_Coverall": 0.6977, |
|
"eval_mar_100_Face_Shield": 0.4532, |
|
"eval_mar_100_Gloves": 0.4076, |
|
"eval_mar_100_Goggles": 0.3938, |
|
"eval_mar_100_Mask": 0.38, |
|
"eval_mar_large": 0.6819, |
|
"eval_mar_medium": 0.4052, |
|
"eval_mar_small": 0.2383, |
|
"eval_runtime": 6.3256, |
|
"eval_samples_per_second": 23.713, |
|
"eval_steps_per_second": 3.004, |
|
"step": 7062 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 61.73063278198242, |
|
"learning_rate": 1.6537383177570095e-05, |
|
"loss": 0.9251, |
|
"step": 7169 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_loss": 1.2693135738372803, |
|
"eval_map": 0.2779, |
|
"eval_map_50": 0.5672, |
|
"eval_map_75": 0.2466, |
|
"eval_map_Coverall": 0.5463, |
|
"eval_map_Face_Shield": 0.2235, |
|
"eval_map_Gloves": 0.1956, |
|
"eval_map_Goggles": 0.1504, |
|
"eval_map_Mask": 0.2735, |
|
"eval_map_large": 0.4665, |
|
"eval_map_medium": 0.2213, |
|
"eval_map_small": 0.1024, |
|
"eval_mar_1": 0.2746, |
|
"eval_mar_10": 0.4364, |
|
"eval_mar_100": 0.4467, |
|
"eval_mar_100_Coverall": 0.6896, |
|
"eval_mar_100_Face_Shield": 0.4329, |
|
"eval_mar_100_Gloves": 0.3853, |
|
"eval_mar_100_Goggles": 0.3508, |
|
"eval_mar_100_Mask": 0.3747, |
|
"eval_mar_large": 0.6738, |
|
"eval_mar_medium": 0.3882, |
|
"eval_mar_small": 0.1908, |
|
"eval_runtime": 6.0826, |
|
"eval_samples_per_second": 24.66, |
|
"eval_steps_per_second": 3.124, |
|
"step": 7169 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 41.49287796020508, |
|
"learning_rate": 1.6037383177570097e-05, |
|
"loss": 0.9284, |
|
"step": 7276 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_loss": 1.2591869831085205, |
|
"eval_map": 0.2784, |
|
"eval_map_50": 0.5506, |
|
"eval_map_75": 0.2458, |
|
"eval_map_Coverall": 0.5438, |
|
"eval_map_Face_Shield": 0.2034, |
|
"eval_map_Gloves": 0.2033, |
|
"eval_map_Goggles": 0.1668, |
|
"eval_map_Mask": 0.2749, |
|
"eval_map_large": 0.483, |
|
"eval_map_medium": 0.2304, |
|
"eval_map_small": 0.0927, |
|
"eval_mar_1": 0.2735, |
|
"eval_mar_10": 0.4356, |
|
"eval_mar_100": 0.4443, |
|
"eval_mar_100_Coverall": 0.6896, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.3951, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3747, |
|
"eval_mar_large": 0.6872, |
|
"eval_mar_medium": 0.3946, |
|
"eval_mar_small": 0.1732, |
|
"eval_runtime": 6.3842, |
|
"eval_samples_per_second": 23.496, |
|
"eval_steps_per_second": 2.976, |
|
"step": 7276 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 34.42348098754883, |
|
"learning_rate": 1.5537383177570095e-05, |
|
"loss": 0.9217, |
|
"step": 7383 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_loss": 1.2787586450576782, |
|
"eval_map": 0.2751, |
|
"eval_map_50": 0.5401, |
|
"eval_map_75": 0.2457, |
|
"eval_map_Coverall": 0.5437, |
|
"eval_map_Face_Shield": 0.2062, |
|
"eval_map_Gloves": 0.1936, |
|
"eval_map_Goggles": 0.1552, |
|
"eval_map_Mask": 0.277, |
|
"eval_map_large": 0.4747, |
|
"eval_map_medium": 0.223, |
|
"eval_map_small": 0.0984, |
|
"eval_mar_1": 0.2762, |
|
"eval_mar_10": 0.4435, |
|
"eval_mar_100": 0.4547, |
|
"eval_mar_100_Coverall": 0.6896, |
|
"eval_mar_100_Face_Shield": 0.4392, |
|
"eval_mar_100_Gloves": 0.3888, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3818, |
|
"eval_mar_large": 0.6831, |
|
"eval_mar_medium": 0.4048, |
|
"eval_mar_small": 0.2076, |
|
"eval_runtime": 6.1739, |
|
"eval_samples_per_second": 24.296, |
|
"eval_steps_per_second": 3.077, |
|
"step": 7383 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 30.03301429748535, |
|
"learning_rate": 1.5037383177570094e-05, |
|
"loss": 0.8987, |
|
"step": 7490 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_loss": 1.2389740943908691, |
|
"eval_map": 0.2757, |
|
"eval_map_50": 0.5535, |
|
"eval_map_75": 0.2487, |
|
"eval_map_Coverall": 0.5415, |
|
"eval_map_Face_Shield": 0.1939, |
|
"eval_map_Gloves": 0.2053, |
|
"eval_map_Goggles": 0.1652, |
|
"eval_map_Mask": 0.2727, |
|
"eval_map_large": 0.4587, |
|
"eval_map_medium": 0.2263, |
|
"eval_map_small": 0.1123, |
|
"eval_mar_1": 0.2759, |
|
"eval_mar_10": 0.4482, |
|
"eval_mar_100": 0.4603, |
|
"eval_mar_100_Coverall": 0.6901, |
|
"eval_mar_100_Face_Shield": 0.4532, |
|
"eval_mar_100_Gloves": 0.4116, |
|
"eval_mar_100_Goggles": 0.3646, |
|
"eval_mar_100_Mask": 0.3822, |
|
"eval_mar_large": 0.6799, |
|
"eval_mar_medium": 0.4165, |
|
"eval_mar_small": 0.2193, |
|
"eval_runtime": 6.1957, |
|
"eval_samples_per_second": 24.21, |
|
"eval_steps_per_second": 3.067, |
|
"step": 7490 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 30.45885467529297, |
|
"learning_rate": 1.4537383177570094e-05, |
|
"loss": 0.8797, |
|
"step": 7597 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_loss": 1.2614445686340332, |
|
"eval_map": 0.2749, |
|
"eval_map_50": 0.5451, |
|
"eval_map_75": 0.2406, |
|
"eval_map_Coverall": 0.5438, |
|
"eval_map_Face_Shield": 0.19, |
|
"eval_map_Gloves": 0.2133, |
|
"eval_map_Goggles": 0.1504, |
|
"eval_map_Mask": 0.2768, |
|
"eval_map_large": 0.4616, |
|
"eval_map_medium": 0.2251, |
|
"eval_map_small": 0.1055, |
|
"eval_mar_1": 0.275, |
|
"eval_mar_10": 0.446, |
|
"eval_mar_100": 0.459, |
|
"eval_mar_100_Coverall": 0.6928, |
|
"eval_mar_100_Face_Shield": 0.4506, |
|
"eval_mar_100_Gloves": 0.4058, |
|
"eval_mar_100_Goggles": 0.3723, |
|
"eval_mar_100_Mask": 0.3733, |
|
"eval_mar_large": 0.6842, |
|
"eval_mar_medium": 0.4088, |
|
"eval_mar_small": 0.1965, |
|
"eval_runtime": 6.4401, |
|
"eval_samples_per_second": 23.291, |
|
"eval_steps_per_second": 2.95, |
|
"step": 7597 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 62.86520004272461, |
|
"learning_rate": 1.4037383177570094e-05, |
|
"loss": 0.8864, |
|
"step": 7704 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_loss": 1.2601368427276611, |
|
"eval_map": 0.2813, |
|
"eval_map_50": 0.5445, |
|
"eval_map_75": 0.2524, |
|
"eval_map_Coverall": 0.5449, |
|
"eval_map_Face_Shield": 0.2062, |
|
"eval_map_Gloves": 0.2122, |
|
"eval_map_Goggles": 0.1731, |
|
"eval_map_Mask": 0.2701, |
|
"eval_map_large": 0.4549, |
|
"eval_map_medium": 0.2261, |
|
"eval_map_small": 0.1029, |
|
"eval_mar_1": 0.28, |
|
"eval_mar_10": 0.4474, |
|
"eval_mar_100": 0.4608, |
|
"eval_mar_100_Coverall": 0.6878, |
|
"eval_mar_100_Face_Shield": 0.4342, |
|
"eval_mar_100_Gloves": 0.4196, |
|
"eval_mar_100_Goggles": 0.3877, |
|
"eval_mar_100_Mask": 0.3747, |
|
"eval_mar_large": 0.6677, |
|
"eval_mar_medium": 0.4052, |
|
"eval_mar_small": 0.2296, |
|
"eval_runtime": 6.2131, |
|
"eval_samples_per_second": 24.143, |
|
"eval_steps_per_second": 3.058, |
|
"step": 7704 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 27.578874588012695, |
|
"learning_rate": 1.3537383177570095e-05, |
|
"loss": 0.8739, |
|
"step": 7811 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_loss": 1.2542260885238647, |
|
"eval_map": 0.2809, |
|
"eval_map_50": 0.556, |
|
"eval_map_75": 0.2491, |
|
"eval_map_Coverall": 0.5439, |
|
"eval_map_Face_Shield": 0.1978, |
|
"eval_map_Gloves": 0.2114, |
|
"eval_map_Goggles": 0.1767, |
|
"eval_map_Mask": 0.2746, |
|
"eval_map_large": 0.4702, |
|
"eval_map_medium": 0.2179, |
|
"eval_map_small": 0.1104, |
|
"eval_mar_1": 0.2839, |
|
"eval_mar_10": 0.4483, |
|
"eval_mar_100": 0.4652, |
|
"eval_mar_100_Coverall": 0.6847, |
|
"eval_mar_100_Face_Shield": 0.4468, |
|
"eval_mar_100_Gloves": 0.429, |
|
"eval_mar_100_Goggles": 0.3892, |
|
"eval_mar_100_Mask": 0.376, |
|
"eval_mar_large": 0.6685, |
|
"eval_mar_medium": 0.4059, |
|
"eval_mar_small": 0.2438, |
|
"eval_runtime": 7.2395, |
|
"eval_samples_per_second": 20.72, |
|
"eval_steps_per_second": 2.624, |
|
"step": 7811 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 32.602020263671875, |
|
"learning_rate": 1.3037383177570095e-05, |
|
"loss": 0.8851, |
|
"step": 7918 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_loss": 1.304657220840454, |
|
"eval_map": 0.271, |
|
"eval_map_50": 0.5478, |
|
"eval_map_75": 0.2363, |
|
"eval_map_Coverall": 0.521, |
|
"eval_map_Face_Shield": 0.1916, |
|
"eval_map_Gloves": 0.214, |
|
"eval_map_Goggles": 0.1578, |
|
"eval_map_Mask": 0.2704, |
|
"eval_map_large": 0.4572, |
|
"eval_map_medium": 0.2078, |
|
"eval_map_small": 0.1153, |
|
"eval_mar_1": 0.2842, |
|
"eval_mar_10": 0.4438, |
|
"eval_mar_100": 0.4542, |
|
"eval_mar_100_Coverall": 0.6676, |
|
"eval_mar_100_Face_Shield": 0.4203, |
|
"eval_mar_100_Gloves": 0.4286, |
|
"eval_mar_100_Goggles": 0.3892, |
|
"eval_mar_100_Mask": 0.3653, |
|
"eval_mar_large": 0.665, |
|
"eval_mar_medium": 0.3865, |
|
"eval_mar_small": 0.2441, |
|
"eval_runtime": 6.3173, |
|
"eval_samples_per_second": 23.744, |
|
"eval_steps_per_second": 3.008, |
|
"step": 7918 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 23.01460075378418, |
|
"learning_rate": 1.2537383177570095e-05, |
|
"loss": 0.8902, |
|
"step": 8025 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_loss": 1.2808223962783813, |
|
"eval_map": 0.2709, |
|
"eval_map_50": 0.5429, |
|
"eval_map_75": 0.2351, |
|
"eval_map_Coverall": 0.5314, |
|
"eval_map_Face_Shield": 0.1856, |
|
"eval_map_Gloves": 0.1961, |
|
"eval_map_Goggles": 0.1625, |
|
"eval_map_Mask": 0.2791, |
|
"eval_map_large": 0.4628, |
|
"eval_map_medium": 0.2174, |
|
"eval_map_small": 0.101, |
|
"eval_mar_1": 0.2806, |
|
"eval_mar_10": 0.4448, |
|
"eval_mar_100": 0.4583, |
|
"eval_mar_100_Coverall": 0.677, |
|
"eval_mar_100_Face_Shield": 0.4342, |
|
"eval_mar_100_Gloves": 0.4036, |
|
"eval_mar_100_Goggles": 0.3969, |
|
"eval_mar_100_Mask": 0.38, |
|
"eval_mar_large": 0.6919, |
|
"eval_mar_medium": 0.397, |
|
"eval_mar_small": 0.2163, |
|
"eval_runtime": 6.4566, |
|
"eval_samples_per_second": 23.232, |
|
"eval_steps_per_second": 2.943, |
|
"step": 8025 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 37.96170425415039, |
|
"learning_rate": 1.2037383177570094e-05, |
|
"loss": 0.8874, |
|
"step": 8132 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_loss": 1.280626654624939, |
|
"eval_map": 0.2812, |
|
"eval_map_50": 0.5664, |
|
"eval_map_75": 0.2465, |
|
"eval_map_Coverall": 0.5339, |
|
"eval_map_Face_Shield": 0.194, |
|
"eval_map_Gloves": 0.208, |
|
"eval_map_Goggles": 0.1807, |
|
"eval_map_Mask": 0.2897, |
|
"eval_map_large": 0.4718, |
|
"eval_map_medium": 0.2339, |
|
"eval_map_small": 0.113, |
|
"eval_mar_1": 0.2864, |
|
"eval_mar_10": 0.4519, |
|
"eval_mar_100": 0.4645, |
|
"eval_mar_100_Coverall": 0.6869, |
|
"eval_mar_100_Face_Shield": 0.4481, |
|
"eval_mar_100_Gloves": 0.4228, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3907, |
|
"eval_mar_large": 0.688, |
|
"eval_mar_medium": 0.4141, |
|
"eval_mar_small": 0.2363, |
|
"eval_runtime": 6.3203, |
|
"eval_samples_per_second": 23.733, |
|
"eval_steps_per_second": 3.006, |
|
"step": 8132 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 46.85447311401367, |
|
"learning_rate": 1.1537383177570094e-05, |
|
"loss": 0.8809, |
|
"step": 8239 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_loss": 1.247638463973999, |
|
"eval_map": 0.2807, |
|
"eval_map_50": 0.5632, |
|
"eval_map_75": 0.2575, |
|
"eval_map_Coverall": 0.5351, |
|
"eval_map_Face_Shield": 0.1972, |
|
"eval_map_Gloves": 0.2129, |
|
"eval_map_Goggles": 0.1747, |
|
"eval_map_Mask": 0.2834, |
|
"eval_map_large": 0.4686, |
|
"eval_map_medium": 0.2228, |
|
"eval_map_small": 0.1312, |
|
"eval_mar_1": 0.2888, |
|
"eval_mar_10": 0.4592, |
|
"eval_mar_100": 0.4738, |
|
"eval_mar_100_Coverall": 0.6914, |
|
"eval_mar_100_Face_Shield": 0.4582, |
|
"eval_mar_100_Gloves": 0.4259, |
|
"eval_mar_100_Goggles": 0.4092, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.7011, |
|
"eval_mar_medium": 0.4097, |
|
"eval_mar_small": 0.2428, |
|
"eval_runtime": 6.5264, |
|
"eval_samples_per_second": 22.983, |
|
"eval_steps_per_second": 2.911, |
|
"step": 8239 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 28.88438606262207, |
|
"learning_rate": 1.1037383177570094e-05, |
|
"loss": 0.856, |
|
"step": 8346 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_loss": 1.2580374479293823, |
|
"eval_map": 0.2878, |
|
"eval_map_50": 0.5675, |
|
"eval_map_75": 0.2528, |
|
"eval_map_Coverall": 0.5297, |
|
"eval_map_Face_Shield": 0.2236, |
|
"eval_map_Gloves": 0.216, |
|
"eval_map_Goggles": 0.1805, |
|
"eval_map_Mask": 0.2891, |
|
"eval_map_large": 0.4649, |
|
"eval_map_medium": 0.2298, |
|
"eval_map_small": 0.1216, |
|
"eval_mar_1": 0.2918, |
|
"eval_mar_10": 0.4565, |
|
"eval_mar_100": 0.4712, |
|
"eval_mar_100_Coverall": 0.6923, |
|
"eval_mar_100_Face_Shield": 0.4456, |
|
"eval_mar_100_Gloves": 0.4384, |
|
"eval_mar_100_Goggles": 0.3985, |
|
"eval_mar_100_Mask": 0.3813, |
|
"eval_mar_large": 0.6921, |
|
"eval_mar_medium": 0.4122, |
|
"eval_mar_small": 0.2357, |
|
"eval_runtime": 6.3381, |
|
"eval_samples_per_second": 23.666, |
|
"eval_steps_per_second": 2.998, |
|
"step": 8346 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 39.31949996948242, |
|
"learning_rate": 1.0537383177570093e-05, |
|
"loss": 0.8509, |
|
"step": 8453 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_loss": 1.2740758657455444, |
|
"eval_map": 0.2811, |
|
"eval_map_50": 0.5657, |
|
"eval_map_75": 0.2445, |
|
"eval_map_Coverall": 0.5281, |
|
"eval_map_Face_Shield": 0.2263, |
|
"eval_map_Gloves": 0.205, |
|
"eval_map_Goggles": 0.1643, |
|
"eval_map_Mask": 0.2817, |
|
"eval_map_large": 0.4685, |
|
"eval_map_medium": 0.2218, |
|
"eval_map_small": 0.131, |
|
"eval_mar_1": 0.2832, |
|
"eval_mar_10": 0.4469, |
|
"eval_mar_100": 0.4609, |
|
"eval_mar_100_Coverall": 0.6842, |
|
"eval_mar_100_Face_Shield": 0.4506, |
|
"eval_mar_100_Gloves": 0.4179, |
|
"eval_mar_100_Goggles": 0.3708, |
|
"eval_mar_100_Mask": 0.3809, |
|
"eval_mar_large": 0.6813, |
|
"eval_mar_medium": 0.3994, |
|
"eval_mar_small": 0.2213, |
|
"eval_runtime": 6.3666, |
|
"eval_samples_per_second": 23.56, |
|
"eval_steps_per_second": 2.984, |
|
"step": 8453 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 93.9530029296875, |
|
"learning_rate": 1.0037383177570093e-05, |
|
"loss": 0.88, |
|
"step": 8560 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_loss": 1.2556172609329224, |
|
"eval_map": 0.2818, |
|
"eval_map_50": 0.5628, |
|
"eval_map_75": 0.2442, |
|
"eval_map_Coverall": 0.536, |
|
"eval_map_Face_Shield": 0.2158, |
|
"eval_map_Gloves": 0.2157, |
|
"eval_map_Goggles": 0.1503, |
|
"eval_map_Mask": 0.2913, |
|
"eval_map_large": 0.4529, |
|
"eval_map_medium": 0.2313, |
|
"eval_map_small": 0.1218, |
|
"eval_mar_1": 0.2848, |
|
"eval_mar_10": 0.4525, |
|
"eval_mar_100": 0.4659, |
|
"eval_mar_100_Coverall": 0.6878, |
|
"eval_mar_100_Face_Shield": 0.438, |
|
"eval_mar_100_Gloves": 0.4348, |
|
"eval_mar_100_Goggles": 0.3831, |
|
"eval_mar_100_Mask": 0.3858, |
|
"eval_mar_large": 0.68, |
|
"eval_mar_medium": 0.4178, |
|
"eval_mar_small": 0.2211, |
|
"eval_runtime": 9.0698, |
|
"eval_samples_per_second": 16.538, |
|
"eval_steps_per_second": 2.095, |
|
"step": 8560 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 42.139766693115234, |
|
"learning_rate": 9.537383177570094e-06, |
|
"loss": 0.8739, |
|
"step": 8667 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_loss": 1.2753608226776123, |
|
"eval_map": 0.2797, |
|
"eval_map_50": 0.5595, |
|
"eval_map_75": 0.2432, |
|
"eval_map_Coverall": 0.5369, |
|
"eval_map_Face_Shield": 0.2077, |
|
"eval_map_Gloves": 0.2024, |
|
"eval_map_Goggles": 0.1652, |
|
"eval_map_Mask": 0.2864, |
|
"eval_map_large": 0.4812, |
|
"eval_map_medium": 0.2255, |
|
"eval_map_small": 0.1169, |
|
"eval_mar_1": 0.2791, |
|
"eval_mar_10": 0.4481, |
|
"eval_mar_100": 0.4632, |
|
"eval_mar_100_Coverall": 0.6901, |
|
"eval_mar_100_Face_Shield": 0.4544, |
|
"eval_mar_100_Gloves": 0.4076, |
|
"eval_mar_100_Goggles": 0.3846, |
|
"eval_mar_100_Mask": 0.3791, |
|
"eval_mar_large": 0.6992, |
|
"eval_mar_medium": 0.3972, |
|
"eval_mar_small": 0.2257, |
|
"eval_runtime": 8.3769, |
|
"eval_samples_per_second": 17.906, |
|
"eval_steps_per_second": 2.268, |
|
"step": 8667 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 25.207944869995117, |
|
"learning_rate": 9.037383177570094e-06, |
|
"loss": 0.8604, |
|
"step": 8774 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_loss": 1.253135323524475, |
|
"eval_map": 0.2775, |
|
"eval_map_50": 0.5547, |
|
"eval_map_75": 0.2411, |
|
"eval_map_Coverall": 0.5363, |
|
"eval_map_Face_Shield": 0.2038, |
|
"eval_map_Gloves": 0.1948, |
|
"eval_map_Goggles": 0.1749, |
|
"eval_map_Mask": 0.2777, |
|
"eval_map_large": 0.4861, |
|
"eval_map_medium": 0.2204, |
|
"eval_map_small": 0.121, |
|
"eval_mar_1": 0.2823, |
|
"eval_mar_10": 0.4461, |
|
"eval_mar_100": 0.4577, |
|
"eval_mar_100_Coverall": 0.6824, |
|
"eval_mar_100_Face_Shield": 0.4215, |
|
"eval_mar_100_Gloves": 0.4085, |
|
"eval_mar_100_Goggles": 0.4062, |
|
"eval_mar_100_Mask": 0.3698, |
|
"eval_mar_large": 0.6931, |
|
"eval_mar_medium": 0.3945, |
|
"eval_mar_small": 0.2244, |
|
"eval_runtime": 6.568, |
|
"eval_samples_per_second": 22.838, |
|
"eval_steps_per_second": 2.893, |
|
"step": 8774 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 65.56188201904297, |
|
"learning_rate": 8.537383177570094e-06, |
|
"loss": 0.8504, |
|
"step": 8881 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_loss": 1.2448062896728516, |
|
"eval_map": 0.2837, |
|
"eval_map_50": 0.5589, |
|
"eval_map_75": 0.2539, |
|
"eval_map_Coverall": 0.5404, |
|
"eval_map_Face_Shield": 0.2168, |
|
"eval_map_Gloves": 0.2078, |
|
"eval_map_Goggles": 0.1691, |
|
"eval_map_Mask": 0.2844, |
|
"eval_map_large": 0.4942, |
|
"eval_map_medium": 0.2199, |
|
"eval_map_small": 0.1182, |
|
"eval_mar_1": 0.2894, |
|
"eval_mar_10": 0.4561, |
|
"eval_mar_100": 0.4682, |
|
"eval_mar_100_Coverall": 0.6946, |
|
"eval_mar_100_Face_Shield": 0.4646, |
|
"eval_mar_100_Gloves": 0.4174, |
|
"eval_mar_100_Goggles": 0.38, |
|
"eval_mar_100_Mask": 0.3844, |
|
"eval_mar_large": 0.6941, |
|
"eval_mar_medium": 0.4074, |
|
"eval_mar_small": 0.2282, |
|
"eval_runtime": 6.3034, |
|
"eval_samples_per_second": 23.797, |
|
"eval_steps_per_second": 3.014, |
|
"step": 8881 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 44.277313232421875, |
|
"learning_rate": 8.042056074766357e-06, |
|
"loss": 0.8394, |
|
"step": 8988 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_loss": 1.2490788698196411, |
|
"eval_map": 0.2766, |
|
"eval_map_50": 0.5478, |
|
"eval_map_75": 0.2385, |
|
"eval_map_Coverall": 0.544, |
|
"eval_map_Face_Shield": 0.189, |
|
"eval_map_Gloves": 0.2092, |
|
"eval_map_Goggles": 0.164, |
|
"eval_map_Mask": 0.2769, |
|
"eval_map_large": 0.4674, |
|
"eval_map_medium": 0.2293, |
|
"eval_map_small": 0.1219, |
|
"eval_mar_1": 0.2776, |
|
"eval_mar_10": 0.4501, |
|
"eval_mar_100": 0.4611, |
|
"eval_mar_100_Coverall": 0.7023, |
|
"eval_mar_100_Face_Shield": 0.4203, |
|
"eval_mar_100_Gloves": 0.4067, |
|
"eval_mar_100_Goggles": 0.4031, |
|
"eval_mar_100_Mask": 0.3733, |
|
"eval_mar_large": 0.6803, |
|
"eval_mar_medium": 0.4055, |
|
"eval_mar_small": 0.2267, |
|
"eval_runtime": 6.4962, |
|
"eval_samples_per_second": 23.091, |
|
"eval_steps_per_second": 2.925, |
|
"step": 8988 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 34.58576202392578, |
|
"learning_rate": 7.5420560747663555e-06, |
|
"loss": 0.8257, |
|
"step": 9095 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_loss": 1.2410370111465454, |
|
"eval_map": 0.2805, |
|
"eval_map_50": 0.5591, |
|
"eval_map_75": 0.2415, |
|
"eval_map_Coverall": 0.5408, |
|
"eval_map_Face_Shield": 0.1995, |
|
"eval_map_Gloves": 0.2056, |
|
"eval_map_Goggles": 0.1613, |
|
"eval_map_Mask": 0.295, |
|
"eval_map_large": 0.471, |
|
"eval_map_medium": 0.2292, |
|
"eval_map_small": 0.1251, |
|
"eval_mar_1": 0.2783, |
|
"eval_mar_10": 0.4592, |
|
"eval_mar_100": 0.4689, |
|
"eval_mar_100_Coverall": 0.6973, |
|
"eval_mar_100_Face_Shield": 0.4608, |
|
"eval_mar_100_Gloves": 0.408, |
|
"eval_mar_100_Goggles": 0.3831, |
|
"eval_mar_100_Mask": 0.3951, |
|
"eval_mar_large": 0.6866, |
|
"eval_mar_medium": 0.4214, |
|
"eval_mar_small": 0.2249, |
|
"eval_runtime": 6.348, |
|
"eval_samples_per_second": 23.63, |
|
"eval_steps_per_second": 2.993, |
|
"step": 9095 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 38.24506378173828, |
|
"learning_rate": 7.042056074766355e-06, |
|
"loss": 0.8416, |
|
"step": 9202 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_loss": 1.2491886615753174, |
|
"eval_map": 0.2868, |
|
"eval_map_50": 0.5613, |
|
"eval_map_75": 0.2512, |
|
"eval_map_Coverall": 0.5519, |
|
"eval_map_Face_Shield": 0.209, |
|
"eval_map_Gloves": 0.2155, |
|
"eval_map_Goggles": 0.1671, |
|
"eval_map_Mask": 0.2907, |
|
"eval_map_large": 0.4828, |
|
"eval_map_medium": 0.2345, |
|
"eval_map_small": 0.1136, |
|
"eval_mar_1": 0.2807, |
|
"eval_mar_10": 0.455, |
|
"eval_mar_100": 0.4644, |
|
"eval_mar_100_Coverall": 0.6905, |
|
"eval_mar_100_Face_Shield": 0.4443, |
|
"eval_mar_100_Gloves": 0.4143, |
|
"eval_mar_100_Goggles": 0.3815, |
|
"eval_mar_100_Mask": 0.3916, |
|
"eval_mar_large": 0.6914, |
|
"eval_mar_medium": 0.4123, |
|
"eval_mar_small": 0.2239, |
|
"eval_runtime": 8.1061, |
|
"eval_samples_per_second": 18.505, |
|
"eval_steps_per_second": 2.344, |
|
"step": 9202 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 30.221406936645508, |
|
"learning_rate": 6.542056074766355e-06, |
|
"loss": 0.8395, |
|
"step": 9309 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_loss": 1.2353934049606323, |
|
"eval_map": 0.2863, |
|
"eval_map_50": 0.5545, |
|
"eval_map_75": 0.2498, |
|
"eval_map_Coverall": 0.538, |
|
"eval_map_Face_Shield": 0.2185, |
|
"eval_map_Gloves": 0.2144, |
|
"eval_map_Goggles": 0.1696, |
|
"eval_map_Mask": 0.2908, |
|
"eval_map_large": 0.4847, |
|
"eval_map_medium": 0.2408, |
|
"eval_map_small": 0.1311, |
|
"eval_mar_1": 0.2865, |
|
"eval_mar_10": 0.4603, |
|
"eval_mar_100": 0.4709, |
|
"eval_mar_100_Coverall": 0.6914, |
|
"eval_mar_100_Face_Shield": 0.4734, |
|
"eval_mar_100_Gloves": 0.4152, |
|
"eval_mar_100_Goggles": 0.3908, |
|
"eval_mar_100_Mask": 0.3836, |
|
"eval_mar_large": 0.6952, |
|
"eval_mar_medium": 0.4195, |
|
"eval_mar_small": 0.2264, |
|
"eval_runtime": 6.2286, |
|
"eval_samples_per_second": 24.082, |
|
"eval_steps_per_second": 3.05, |
|
"step": 9309 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 32.01932907104492, |
|
"learning_rate": 6.0420560747663554e-06, |
|
"loss": 0.831, |
|
"step": 9416 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_loss": 1.2456330060958862, |
|
"eval_map": 0.2801, |
|
"eval_map_50": 0.5556, |
|
"eval_map_75": 0.2431, |
|
"eval_map_Coverall": 0.5398, |
|
"eval_map_Face_Shield": 0.1915, |
|
"eval_map_Gloves": 0.2088, |
|
"eval_map_Goggles": 0.1688, |
|
"eval_map_Mask": 0.2916, |
|
"eval_map_large": 0.4571, |
|
"eval_map_medium": 0.2307, |
|
"eval_map_small": 0.122, |
|
"eval_mar_1": 0.2787, |
|
"eval_mar_10": 0.4571, |
|
"eval_mar_100": 0.4697, |
|
"eval_mar_100_Coverall": 0.6946, |
|
"eval_mar_100_Face_Shield": 0.4418, |
|
"eval_mar_100_Gloves": 0.4223, |
|
"eval_mar_100_Goggles": 0.4062, |
|
"eval_mar_100_Mask": 0.3836, |
|
"eval_mar_large": 0.6943, |
|
"eval_mar_medium": 0.4118, |
|
"eval_mar_small": 0.2377, |
|
"eval_runtime": 6.4544, |
|
"eval_samples_per_second": 23.24, |
|
"eval_steps_per_second": 2.944, |
|
"step": 9416 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 22.974727630615234, |
|
"learning_rate": 5.542056074766355e-06, |
|
"loss": 0.8135, |
|
"step": 9523 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_loss": 1.233353614807129, |
|
"eval_map": 0.2837, |
|
"eval_map_50": 0.5639, |
|
"eval_map_75": 0.2552, |
|
"eval_map_Coverall": 0.5416, |
|
"eval_map_Face_Shield": 0.2148, |
|
"eval_map_Gloves": 0.2154, |
|
"eval_map_Goggles": 0.156, |
|
"eval_map_Mask": 0.2908, |
|
"eval_map_large": 0.4607, |
|
"eval_map_medium": 0.2321, |
|
"eval_map_small": 0.1354, |
|
"eval_mar_1": 0.2801, |
|
"eval_mar_10": 0.4679, |
|
"eval_mar_100": 0.4786, |
|
"eval_mar_100_Coverall": 0.6937, |
|
"eval_mar_100_Face_Shield": 0.4747, |
|
"eval_mar_100_Gloves": 0.4308, |
|
"eval_mar_100_Goggles": 0.4077, |
|
"eval_mar_100_Mask": 0.3862, |
|
"eval_mar_large": 0.7046, |
|
"eval_mar_medium": 0.4247, |
|
"eval_mar_small": 0.2477, |
|
"eval_runtime": 6.319, |
|
"eval_samples_per_second": 23.738, |
|
"eval_steps_per_second": 3.007, |
|
"step": 9523 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 61.170936584472656, |
|
"learning_rate": 5.046728971962617e-06, |
|
"loss": 0.8169, |
|
"step": 9630 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_loss": 1.238370418548584, |
|
"eval_map": 0.2866, |
|
"eval_map_50": 0.5663, |
|
"eval_map_75": 0.2508, |
|
"eval_map_Coverall": 0.5472, |
|
"eval_map_Face_Shield": 0.2252, |
|
"eval_map_Gloves": 0.2082, |
|
"eval_map_Goggles": 0.1521, |
|
"eval_map_Mask": 0.3003, |
|
"eval_map_large": 0.4681, |
|
"eval_map_medium": 0.237, |
|
"eval_map_small": 0.1454, |
|
"eval_mar_1": 0.2799, |
|
"eval_mar_10": 0.4634, |
|
"eval_mar_100": 0.4749, |
|
"eval_mar_100_Coverall": 0.6928, |
|
"eval_mar_100_Face_Shield": 0.4709, |
|
"eval_mar_100_Gloves": 0.4174, |
|
"eval_mar_100_Goggles": 0.4, |
|
"eval_mar_100_Mask": 0.3933, |
|
"eval_mar_large": 0.6961, |
|
"eval_mar_medium": 0.4152, |
|
"eval_mar_small": 0.2483, |
|
"eval_runtime": 6.4639, |
|
"eval_samples_per_second": 23.206, |
|
"eval_steps_per_second": 2.939, |
|
"step": 9630 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 30.684598922729492, |
|
"learning_rate": 4.546728971962617e-06, |
|
"loss": 0.8085, |
|
"step": 9737 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_loss": 1.2410001754760742, |
|
"eval_map": 0.2913, |
|
"eval_map_50": 0.5751, |
|
"eval_map_75": 0.2568, |
|
"eval_map_Coverall": 0.5469, |
|
"eval_map_Face_Shield": 0.2298, |
|
"eval_map_Gloves": 0.2134, |
|
"eval_map_Goggles": 0.1742, |
|
"eval_map_Mask": 0.2924, |
|
"eval_map_large": 0.476, |
|
"eval_map_medium": 0.2386, |
|
"eval_map_small": 0.1375, |
|
"eval_mar_1": 0.2839, |
|
"eval_mar_10": 0.4661, |
|
"eval_mar_100": 0.4805, |
|
"eval_mar_100_Coverall": 0.6982, |
|
"eval_mar_100_Face_Shield": 0.4848, |
|
"eval_mar_100_Gloves": 0.4183, |
|
"eval_mar_100_Goggles": 0.4046, |
|
"eval_mar_100_Mask": 0.3964, |
|
"eval_mar_large": 0.6948, |
|
"eval_mar_medium": 0.4281, |
|
"eval_mar_small": 0.2439, |
|
"eval_runtime": 8.7797, |
|
"eval_samples_per_second": 17.085, |
|
"eval_steps_per_second": 2.164, |
|
"step": 9737 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 36.21311569213867, |
|
"learning_rate": 4.046728971962617e-06, |
|
"loss": 0.8272, |
|
"step": 9844 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_loss": 1.2485839128494263, |
|
"eval_map": 0.29, |
|
"eval_map_50": 0.5747, |
|
"eval_map_75": 0.26, |
|
"eval_map_Coverall": 0.545, |
|
"eval_map_Face_Shield": 0.219, |
|
"eval_map_Gloves": 0.2112, |
|
"eval_map_Goggles": 0.183, |
|
"eval_map_Mask": 0.2915, |
|
"eval_map_large": 0.4781, |
|
"eval_map_medium": 0.2434, |
|
"eval_map_small": 0.1216, |
|
"eval_mar_1": 0.2828, |
|
"eval_mar_10": 0.4639, |
|
"eval_mar_100": 0.4757, |
|
"eval_mar_100_Coverall": 0.6959, |
|
"eval_mar_100_Face_Shield": 0.4722, |
|
"eval_mar_100_Gloves": 0.4098, |
|
"eval_mar_100_Goggles": 0.4062, |
|
"eval_mar_100_Mask": 0.3947, |
|
"eval_mar_large": 0.6864, |
|
"eval_mar_medium": 0.4208, |
|
"eval_mar_small": 0.2383, |
|
"eval_runtime": 6.2083, |
|
"eval_samples_per_second": 24.161, |
|
"eval_steps_per_second": 3.06, |
|
"step": 9844 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 40.290672302246094, |
|
"learning_rate": 3.5467289719626174e-06, |
|
"loss": 0.7949, |
|
"step": 9951 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_loss": 1.2430455684661865, |
|
"eval_map": 0.2786, |
|
"eval_map_50": 0.5565, |
|
"eval_map_75": 0.2355, |
|
"eval_map_Coverall": 0.5329, |
|
"eval_map_Face_Shield": 0.2075, |
|
"eval_map_Gloves": 0.2052, |
|
"eval_map_Goggles": 0.162, |
|
"eval_map_Mask": 0.2852, |
|
"eval_map_large": 0.4703, |
|
"eval_map_medium": 0.2239, |
|
"eval_map_small": 0.1252, |
|
"eval_mar_1": 0.2809, |
|
"eval_mar_10": 0.4591, |
|
"eval_mar_100": 0.4724, |
|
"eval_mar_100_Coverall": 0.6838, |
|
"eval_mar_100_Face_Shield": 0.4696, |
|
"eval_mar_100_Gloves": 0.4219, |
|
"eval_mar_100_Goggles": 0.3954, |
|
"eval_mar_100_Mask": 0.3911, |
|
"eval_mar_large": 0.7, |
|
"eval_mar_medium": 0.4165, |
|
"eval_mar_small": 0.2344, |
|
"eval_runtime": 6.2353, |
|
"eval_samples_per_second": 24.056, |
|
"eval_steps_per_second": 3.047, |
|
"step": 9951 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 39.58156204223633, |
|
"learning_rate": 3.046728971962617e-06, |
|
"loss": 0.8009, |
|
"step": 10058 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_loss": 1.2419475317001343, |
|
"eval_map": 0.2866, |
|
"eval_map_50": 0.5667, |
|
"eval_map_75": 0.2557, |
|
"eval_map_Coverall": 0.5401, |
|
"eval_map_Face_Shield": 0.2134, |
|
"eval_map_Gloves": 0.2098, |
|
"eval_map_Goggles": 0.1778, |
|
"eval_map_Mask": 0.2917, |
|
"eval_map_large": 0.4687, |
|
"eval_map_medium": 0.2326, |
|
"eval_map_small": 0.1403, |
|
"eval_mar_1": 0.2796, |
|
"eval_mar_10": 0.4672, |
|
"eval_mar_100": 0.4787, |
|
"eval_mar_100_Coverall": 0.6865, |
|
"eval_mar_100_Face_Shield": 0.4848, |
|
"eval_mar_100_Gloves": 0.4192, |
|
"eval_mar_100_Goggles": 0.4046, |
|
"eval_mar_100_Mask": 0.3982, |
|
"eval_mar_large": 0.7029, |
|
"eval_mar_medium": 0.4214, |
|
"eval_mar_small": 0.24, |
|
"eval_runtime": 6.2773, |
|
"eval_samples_per_second": 23.895, |
|
"eval_steps_per_second": 3.027, |
|
"step": 10058 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 26.31456756591797, |
|
"learning_rate": 2.546728971962617e-06, |
|
"loss": 0.8088, |
|
"step": 10165 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_loss": 1.232788324356079, |
|
"eval_map": 0.2838, |
|
"eval_map_50": 0.57, |
|
"eval_map_75": 0.249, |
|
"eval_map_Coverall": 0.5383, |
|
"eval_map_Face_Shield": 0.2113, |
|
"eval_map_Gloves": 0.2114, |
|
"eval_map_Goggles": 0.1672, |
|
"eval_map_Mask": 0.2907, |
|
"eval_map_large": 0.4686, |
|
"eval_map_medium": 0.2328, |
|
"eval_map_small": 0.1482, |
|
"eval_mar_1": 0.2851, |
|
"eval_mar_10": 0.4616, |
|
"eval_mar_100": 0.4754, |
|
"eval_mar_100_Coverall": 0.6847, |
|
"eval_mar_100_Face_Shield": 0.4797, |
|
"eval_mar_100_Gloves": 0.4183, |
|
"eval_mar_100_Goggles": 0.3954, |
|
"eval_mar_100_Mask": 0.3987, |
|
"eval_mar_large": 0.6996, |
|
"eval_mar_medium": 0.4191, |
|
"eval_mar_small": 0.2413, |
|
"eval_runtime": 6.35, |
|
"eval_samples_per_second": 23.622, |
|
"eval_steps_per_second": 2.992, |
|
"step": 10165 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 25.546445846557617, |
|
"learning_rate": 2.046728971962617e-06, |
|
"loss": 0.8113, |
|
"step": 10272 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_loss": 1.2335386276245117, |
|
"eval_map": 0.2852, |
|
"eval_map_50": 0.5734, |
|
"eval_map_75": 0.2426, |
|
"eval_map_Coverall": 0.5401, |
|
"eval_map_Face_Shield": 0.2135, |
|
"eval_map_Gloves": 0.2115, |
|
"eval_map_Goggles": 0.1693, |
|
"eval_map_Mask": 0.2914, |
|
"eval_map_large": 0.4788, |
|
"eval_map_medium": 0.2336, |
|
"eval_map_small": 0.1313, |
|
"eval_mar_1": 0.2848, |
|
"eval_mar_10": 0.4614, |
|
"eval_mar_100": 0.4742, |
|
"eval_mar_100_Coverall": 0.686, |
|
"eval_mar_100_Face_Shield": 0.481, |
|
"eval_mar_100_Gloves": 0.4121, |
|
"eval_mar_100_Goggles": 0.3954, |
|
"eval_mar_100_Mask": 0.3964, |
|
"eval_mar_large": 0.6924, |
|
"eval_mar_medium": 0.4169, |
|
"eval_mar_small": 0.2416, |
|
"eval_runtime": 6.2258, |
|
"eval_samples_per_second": 24.093, |
|
"eval_steps_per_second": 3.052, |
|
"step": 10272 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 216.56214904785156, |
|
"learning_rate": 1.5467289719626168e-06, |
|
"loss": 0.7898, |
|
"step": 10379 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_loss": 1.232657790184021, |
|
"eval_map": 0.2867, |
|
"eval_map_50": 0.5712, |
|
"eval_map_75": 0.2504, |
|
"eval_map_Coverall": 0.5415, |
|
"eval_map_Face_Shield": 0.2193, |
|
"eval_map_Gloves": 0.2123, |
|
"eval_map_Goggles": 0.1712, |
|
"eval_map_Mask": 0.2891, |
|
"eval_map_large": 0.4682, |
|
"eval_map_medium": 0.2335, |
|
"eval_map_small": 0.1332, |
|
"eval_mar_1": 0.288, |
|
"eval_mar_10": 0.4648, |
|
"eval_mar_100": 0.4785, |
|
"eval_mar_100_Coverall": 0.6892, |
|
"eval_mar_100_Face_Shield": 0.4949, |
|
"eval_mar_100_Gloves": 0.4112, |
|
"eval_mar_100_Goggles": 0.4015, |
|
"eval_mar_100_Mask": 0.3956, |
|
"eval_mar_large": 0.7037, |
|
"eval_mar_medium": 0.421, |
|
"eval_mar_small": 0.2391, |
|
"eval_runtime": 6.4458, |
|
"eval_samples_per_second": 23.271, |
|
"eval_steps_per_second": 2.948, |
|
"step": 10379 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 63.258766174316406, |
|
"learning_rate": 1.046728971962617e-06, |
|
"loss": 0.8043, |
|
"step": 10486 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_loss": 1.228021502494812, |
|
"eval_map": 0.288, |
|
"eval_map_50": 0.5693, |
|
"eval_map_75": 0.2456, |
|
"eval_map_Coverall": 0.5462, |
|
"eval_map_Face_Shield": 0.2148, |
|
"eval_map_Gloves": 0.2133, |
|
"eval_map_Goggles": 0.1746, |
|
"eval_map_Mask": 0.2908, |
|
"eval_map_large": 0.4886, |
|
"eval_map_medium": 0.2341, |
|
"eval_map_small": 0.1247, |
|
"eval_mar_1": 0.29, |
|
"eval_mar_10": 0.4667, |
|
"eval_mar_100": 0.4785, |
|
"eval_mar_100_Coverall": 0.6914, |
|
"eval_mar_100_Face_Shield": 0.4785, |
|
"eval_mar_100_Gloves": 0.4152, |
|
"eval_mar_100_Goggles": 0.4108, |
|
"eval_mar_100_Mask": 0.3964, |
|
"eval_mar_large": 0.711, |
|
"eval_mar_medium": 0.4194, |
|
"eval_mar_small": 0.2389, |
|
"eval_runtime": 6.1399, |
|
"eval_samples_per_second": 24.431, |
|
"eval_steps_per_second": 3.095, |
|
"step": 10486 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 76.41848754882812, |
|
"learning_rate": 5.467289719626168e-07, |
|
"loss": 0.8017, |
|
"step": 10593 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_loss": 1.2348500490188599, |
|
"eval_map": 0.2863, |
|
"eval_map_50": 0.5661, |
|
"eval_map_75": 0.2508, |
|
"eval_map_Coverall": 0.5448, |
|
"eval_map_Face_Shield": 0.2127, |
|
"eval_map_Gloves": 0.2136, |
|
"eval_map_Goggles": 0.1744, |
|
"eval_map_Mask": 0.286, |
|
"eval_map_large": 0.4837, |
|
"eval_map_medium": 0.2321, |
|
"eval_map_small": 0.123, |
|
"eval_mar_1": 0.2882, |
|
"eval_mar_10": 0.4639, |
|
"eval_mar_100": 0.4755, |
|
"eval_mar_100_Coverall": 0.691, |
|
"eval_mar_100_Face_Shield": 0.4722, |
|
"eval_mar_100_Gloves": 0.4103, |
|
"eval_mar_100_Goggles": 0.4123, |
|
"eval_mar_100_Mask": 0.3916, |
|
"eval_mar_large": 0.7093, |
|
"eval_mar_medium": 0.4168, |
|
"eval_mar_small": 0.2338, |
|
"eval_runtime": 6.3888, |
|
"eval_samples_per_second": 23.479, |
|
"eval_steps_per_second": 2.974, |
|
"step": 10593 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 41.608253479003906, |
|
"learning_rate": 4.672897196261683e-08, |
|
"loss": 0.7948, |
|
"step": 10700 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_loss": 1.237060785293579, |
|
"eval_map": 0.2873, |
|
"eval_map_50": 0.5678, |
|
"eval_map_75": 0.2501, |
|
"eval_map_Coverall": 0.5461, |
|
"eval_map_Face_Shield": 0.2167, |
|
"eval_map_Gloves": 0.2135, |
|
"eval_map_Goggles": 0.173, |
|
"eval_map_Mask": 0.2871, |
|
"eval_map_large": 0.4873, |
|
"eval_map_medium": 0.2327, |
|
"eval_map_small": 0.126, |
|
"eval_mar_1": 0.2843, |
|
"eval_mar_10": 0.4643, |
|
"eval_mar_100": 0.4762, |
|
"eval_mar_100_Coverall": 0.6932, |
|
"eval_mar_100_Face_Shield": 0.4785, |
|
"eval_mar_100_Gloves": 0.4094, |
|
"eval_mar_100_Goggles": 0.4092, |
|
"eval_mar_100_Mask": 0.3907, |
|
"eval_mar_large": 0.7114, |
|
"eval_mar_medium": 0.4167, |
|
"eval_mar_small": 0.2338, |
|
"eval_runtime": 6.2841, |
|
"eval_samples_per_second": 23.87, |
|
"eval_steps_per_second": 3.023, |
|
"step": 10700 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 10700, |
|
"total_flos": 2.28455679528e+19, |
|
"train_loss": 1.1169376587199273, |
|
"train_runtime": 5116.4969, |
|
"train_samples_per_second": 16.613, |
|
"train_steps_per_second": 2.091 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 10700, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"total_flos": 2.28455679528e+19, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|