|
{ |
|
"best_metric": 0.2894, |
|
"best_model_checkpoint": "detr-finetuned-cppe-5-10k-steps/checkpoint-10379", |
|
"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": 139.30316162109375, |
|
"learning_rate": 4.952803738317757e-05, |
|
"loss": 2.5588, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 2.583634853363037, |
|
"eval_map": 0.0189, |
|
"eval_map_50": 0.0371, |
|
"eval_map_75": 0.017, |
|
"eval_map_Coverall": 0.0728, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0017, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0201, |
|
"eval_map_large": 0.0198, |
|
"eval_map_medium": 0.0199, |
|
"eval_map_small": 0.004, |
|
"eval_mar_1": 0.045, |
|
"eval_mar_10": 0.0925, |
|
"eval_mar_100": 0.1133, |
|
"eval_mar_100_Coverall": 0.2428, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.1125, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.2111, |
|
"eval_mar_large": 0.1708, |
|
"eval_mar_medium": 0.0911, |
|
"eval_mar_small": 0.0268, |
|
"eval_runtime": 7.5393, |
|
"eval_samples_per_second": 19.896, |
|
"eval_steps_per_second": 2.52, |
|
"step": 107 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 46.32853698730469, |
|
"learning_rate": 4.902803738317757e-05, |
|
"loss": 2.2402, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 2.7766308784484863, |
|
"eval_map": 0.0381, |
|
"eval_map_50": 0.0854, |
|
"eval_map_75": 0.0301, |
|
"eval_map_Coverall": 0.1538, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0027, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0338, |
|
"eval_map_large": 0.0476, |
|
"eval_map_medium": 0.0275, |
|
"eval_map_small": 0.0078, |
|
"eval_mar_1": 0.0705, |
|
"eval_mar_10": 0.1321, |
|
"eval_mar_100": 0.1381, |
|
"eval_mar_100_Coverall": 0.4532, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.0576, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.1796, |
|
"eval_mar_large": 0.1649, |
|
"eval_mar_medium": 0.0957, |
|
"eval_mar_small": 0.0334, |
|
"eval_runtime": 7.0763, |
|
"eval_samples_per_second": 21.198, |
|
"eval_steps_per_second": 2.685, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 41.67329406738281, |
|
"learning_rate": 4.8528037383177575e-05, |
|
"loss": 2.1058, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 2.133308172225952, |
|
"eval_map": 0.0441, |
|
"eval_map_50": 0.106, |
|
"eval_map_75": 0.0342, |
|
"eval_map_Coverall": 0.1568, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0175, |
|
"eval_map_Goggles": 0.0, |
|
"eval_map_Mask": 0.0464, |
|
"eval_map_large": 0.0512, |
|
"eval_map_medium": 0.0314, |
|
"eval_map_small": 0.0193, |
|
"eval_mar_1": 0.076, |
|
"eval_mar_10": 0.1619, |
|
"eval_mar_100": 0.1837, |
|
"eval_mar_100_Coverall": 0.5527, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.1621, |
|
"eval_mar_100_Goggles": 0.0, |
|
"eval_mar_100_Mask": 0.2036, |
|
"eval_mar_large": 0.2292, |
|
"eval_mar_medium": 0.1393, |
|
"eval_mar_small": 0.0466, |
|
"eval_runtime": 7.0668, |
|
"eval_samples_per_second": 21.226, |
|
"eval_steps_per_second": 2.689, |
|
"step": 321 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 44.736331939697266, |
|
"learning_rate": 4.802803738317757e-05, |
|
"loss": 1.8196, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 2.0628671646118164, |
|
"eval_map": 0.051, |
|
"eval_map_50": 0.1266, |
|
"eval_map_75": 0.0344, |
|
"eval_map_Coverall": 0.1591, |
|
"eval_map_Face_Shield": 0.0, |
|
"eval_map_Gloves": 0.0068, |
|
"eval_map_Goggles": 0.0007, |
|
"eval_map_Mask": 0.0883, |
|
"eval_map_large": 0.065, |
|
"eval_map_medium": 0.0424, |
|
"eval_map_small": 0.0161, |
|
"eval_mar_1": 0.0825, |
|
"eval_mar_10": 0.162, |
|
"eval_mar_100": 0.189, |
|
"eval_mar_100_Coverall": 0.5351, |
|
"eval_mar_100_Face_Shield": 0.0, |
|
"eval_mar_100_Gloves": 0.1576, |
|
"eval_mar_100_Goggles": 0.0046, |
|
"eval_mar_100_Mask": 0.2476, |
|
"eval_mar_large": 0.2274, |
|
"eval_mar_medium": 0.1422, |
|
"eval_mar_small": 0.06, |
|
"eval_runtime": 7.7806, |
|
"eval_samples_per_second": 19.279, |
|
"eval_steps_per_second": 2.442, |
|
"step": 428 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 87.62586975097656, |
|
"learning_rate": 4.752803738317757e-05, |
|
"loss": 1.7891, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 2.0398783683776855, |
|
"eval_map": 0.0539, |
|
"eval_map_50": 0.1328, |
|
"eval_map_75": 0.0344, |
|
"eval_map_Coverall": 0.1232, |
|
"eval_map_Face_Shield": 0.0003, |
|
"eval_map_Gloves": 0.0279, |
|
"eval_map_Goggles": 0.0012, |
|
"eval_map_Mask": 0.1167, |
|
"eval_map_large": 0.0796, |
|
"eval_map_medium": 0.0677, |
|
"eval_map_small": 0.0243, |
|
"eval_mar_1": 0.071, |
|
"eval_mar_10": 0.1731, |
|
"eval_mar_100": 0.2076, |
|
"eval_mar_100_Coverall": 0.5383, |
|
"eval_mar_100_Face_Shield": 0.0025, |
|
"eval_mar_100_Gloves": 0.2254, |
|
"eval_mar_100_Goggles": 0.0292, |
|
"eval_mar_100_Mask": 0.2427, |
|
"eval_mar_large": 0.2783, |
|
"eval_mar_medium": 0.1554, |
|
"eval_mar_small": 0.0689, |
|
"eval_runtime": 7.0281, |
|
"eval_samples_per_second": 21.343, |
|
"eval_steps_per_second": 2.703, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 85.97417449951172, |
|
"learning_rate": 4.702803738317757e-05, |
|
"loss": 1.7706, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 1.860389232635498, |
|
"eval_map": 0.0952, |
|
"eval_map_50": 0.222, |
|
"eval_map_75": 0.0713, |
|
"eval_map_Coverall": 0.3453, |
|
"eval_map_Face_Shield": 0.002, |
|
"eval_map_Gloves": 0.0296, |
|
"eval_map_Goggles": 0.0008, |
|
"eval_map_Mask": 0.0983, |
|
"eval_map_large": 0.107, |
|
"eval_map_medium": 0.0771, |
|
"eval_map_small": 0.029, |
|
"eval_mar_1": 0.1126, |
|
"eval_mar_10": 0.2069, |
|
"eval_mar_100": 0.2277, |
|
"eval_mar_100_Coverall": 0.6108, |
|
"eval_mar_100_Face_Shield": 0.0405, |
|
"eval_mar_100_Gloves": 0.1924, |
|
"eval_mar_100_Goggles": 0.0892, |
|
"eval_mar_100_Mask": 0.2058, |
|
"eval_mar_large": 0.3101, |
|
"eval_mar_medium": 0.1681, |
|
"eval_mar_small": 0.0683, |
|
"eval_runtime": 8.5652, |
|
"eval_samples_per_second": 17.513, |
|
"eval_steps_per_second": 2.218, |
|
"step": 642 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 78.49082946777344, |
|
"learning_rate": 4.6528037383177567e-05, |
|
"loss": 1.6854, |
|
"step": 749 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 1.8218505382537842, |
|
"eval_map": 0.1078, |
|
"eval_map_50": 0.2395, |
|
"eval_map_75": 0.0842, |
|
"eval_map_Coverall": 0.3538, |
|
"eval_map_Face_Shield": 0.0165, |
|
"eval_map_Gloves": 0.0316, |
|
"eval_map_Goggles": 0.0084, |
|
"eval_map_Mask": 0.1289, |
|
"eval_map_large": 0.1379, |
|
"eval_map_medium": 0.0985, |
|
"eval_map_small": 0.0377, |
|
"eval_mar_1": 0.1338, |
|
"eval_mar_10": 0.2557, |
|
"eval_mar_100": 0.2776, |
|
"eval_mar_100_Coverall": 0.5527, |
|
"eval_mar_100_Face_Shield": 0.1203, |
|
"eval_mar_100_Gloves": 0.2491, |
|
"eval_mar_100_Goggles": 0.1677, |
|
"eval_mar_100_Mask": 0.2982, |
|
"eval_mar_large": 0.3665, |
|
"eval_mar_medium": 0.2327, |
|
"eval_mar_small": 0.1161, |
|
"eval_runtime": 4.7837, |
|
"eval_samples_per_second": 31.356, |
|
"eval_steps_per_second": 3.972, |
|
"step": 749 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 116.5626220703125, |
|
"learning_rate": 4.6028037383177575e-05, |
|
"loss": 1.5801, |
|
"step": 856 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.7858772277832031, |
|
"eval_map": 0.1217, |
|
"eval_map_50": 0.2614, |
|
"eval_map_75": 0.1017, |
|
"eval_map_Coverall": 0.4204, |
|
"eval_map_Face_Shield": 0.0264, |
|
"eval_map_Gloves": 0.0411, |
|
"eval_map_Goggles": 0.0024, |
|
"eval_map_Mask": 0.1184, |
|
"eval_map_large": 0.1512, |
|
"eval_map_medium": 0.0877, |
|
"eval_map_small": 0.0184, |
|
"eval_mar_1": 0.1429, |
|
"eval_mar_10": 0.2905, |
|
"eval_mar_100": 0.3167, |
|
"eval_mar_100_Coverall": 0.6414, |
|
"eval_mar_100_Face_Shield": 0.3089, |
|
"eval_mar_100_Gloves": 0.2567, |
|
"eval_mar_100_Goggles": 0.1015, |
|
"eval_mar_100_Mask": 0.2751, |
|
"eval_mar_large": 0.4161, |
|
"eval_mar_medium": 0.2536, |
|
"eval_mar_small": 0.0875, |
|
"eval_runtime": 4.3915, |
|
"eval_samples_per_second": 34.157, |
|
"eval_steps_per_second": 4.327, |
|
"step": 856 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 78.30531311035156, |
|
"learning_rate": 4.5528037383177576e-05, |
|
"loss": 1.5666, |
|
"step": 963 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 1.7920756340026855, |
|
"eval_map": 0.1176, |
|
"eval_map_50": 0.2803, |
|
"eval_map_75": 0.0871, |
|
"eval_map_Coverall": 0.3524, |
|
"eval_map_Face_Shield": 0.0458, |
|
"eval_map_Gloves": 0.0532, |
|
"eval_map_Goggles": 0.0066, |
|
"eval_map_Mask": 0.13, |
|
"eval_map_large": 0.1568, |
|
"eval_map_medium": 0.1007, |
|
"eval_map_small": 0.0249, |
|
"eval_mar_1": 0.1566, |
|
"eval_mar_10": 0.2935, |
|
"eval_mar_100": 0.3133, |
|
"eval_mar_100_Coverall": 0.5626, |
|
"eval_mar_100_Face_Shield": 0.2785, |
|
"eval_mar_100_Gloves": 0.2835, |
|
"eval_mar_100_Goggles": 0.1862, |
|
"eval_mar_100_Mask": 0.2556, |
|
"eval_mar_large": 0.4029, |
|
"eval_mar_medium": 0.2667, |
|
"eval_mar_small": 0.1035, |
|
"eval_runtime": 4.6567, |
|
"eval_samples_per_second": 32.211, |
|
"eval_steps_per_second": 4.08, |
|
"step": 963 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 129.38650512695312, |
|
"learning_rate": 4.502803738317757e-05, |
|
"loss": 1.5349, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.7596195936203003, |
|
"eval_map": 0.1323, |
|
"eval_map_50": 0.2877, |
|
"eval_map_75": 0.1122, |
|
"eval_map_Coverall": 0.4035, |
|
"eval_map_Face_Shield": 0.0477, |
|
"eval_map_Gloves": 0.0512, |
|
"eval_map_Goggles": 0.0115, |
|
"eval_map_Mask": 0.1479, |
|
"eval_map_large": 0.2039, |
|
"eval_map_medium": 0.0962, |
|
"eval_map_small": 0.0298, |
|
"eval_mar_1": 0.1723, |
|
"eval_mar_10": 0.3053, |
|
"eval_mar_100": 0.3315, |
|
"eval_mar_100_Coverall": 0.5811, |
|
"eval_mar_100_Face_Shield": 0.2975, |
|
"eval_mar_100_Gloves": 0.2857, |
|
"eval_mar_100_Goggles": 0.2108, |
|
"eval_mar_100_Mask": 0.2827, |
|
"eval_mar_large": 0.4874, |
|
"eval_mar_medium": 0.26, |
|
"eval_mar_small": 0.0993, |
|
"eval_runtime": 4.5288, |
|
"eval_samples_per_second": 33.122, |
|
"eval_steps_per_second": 4.195, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 71.500244140625, |
|
"learning_rate": 4.452803738317757e-05, |
|
"loss": 1.5319, |
|
"step": 1177 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 1.8014293909072876, |
|
"eval_map": 0.1077, |
|
"eval_map_50": 0.2538, |
|
"eval_map_75": 0.0798, |
|
"eval_map_Coverall": 0.3197, |
|
"eval_map_Face_Shield": 0.0526, |
|
"eval_map_Gloves": 0.0417, |
|
"eval_map_Goggles": 0.006, |
|
"eval_map_Mask": 0.1183, |
|
"eval_map_large": 0.1372, |
|
"eval_map_medium": 0.0797, |
|
"eval_map_small": 0.0359, |
|
"eval_mar_1": 0.1409, |
|
"eval_mar_10": 0.271, |
|
"eval_mar_100": 0.291, |
|
"eval_mar_100_Coverall": 0.5347, |
|
"eval_mar_100_Face_Shield": 0.2468, |
|
"eval_mar_100_Gloves": 0.2482, |
|
"eval_mar_100_Goggles": 0.1477, |
|
"eval_mar_100_Mask": 0.2773, |
|
"eval_mar_large": 0.3782, |
|
"eval_mar_medium": 0.2435, |
|
"eval_mar_small": 0.1001, |
|
"eval_runtime": 4.6569, |
|
"eval_samples_per_second": 32.21, |
|
"eval_steps_per_second": 4.08, |
|
"step": 1177 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 147.3805389404297, |
|
"learning_rate": 4.4028037383177574e-05, |
|
"loss": 1.5349, |
|
"step": 1284 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.728459119796753, |
|
"eval_map": 0.1314, |
|
"eval_map_50": 0.3, |
|
"eval_map_75": 0.0875, |
|
"eval_map_Coverall": 0.3845, |
|
"eval_map_Face_Shield": 0.0591, |
|
"eval_map_Gloves": 0.0477, |
|
"eval_map_Goggles": 0.0095, |
|
"eval_map_Mask": 0.156, |
|
"eval_map_large": 0.1712, |
|
"eval_map_medium": 0.1022, |
|
"eval_map_small": 0.0687, |
|
"eval_mar_1": 0.1497, |
|
"eval_mar_10": 0.2993, |
|
"eval_mar_100": 0.3162, |
|
"eval_mar_100_Coverall": 0.5545, |
|
"eval_mar_100_Face_Shield": 0.3177, |
|
"eval_mar_100_Gloves": 0.2629, |
|
"eval_mar_100_Goggles": 0.1538, |
|
"eval_mar_100_Mask": 0.292, |
|
"eval_mar_large": 0.4104, |
|
"eval_mar_medium": 0.2602, |
|
"eval_mar_small": 0.1458, |
|
"eval_runtime": 4.9598, |
|
"eval_samples_per_second": 30.243, |
|
"eval_steps_per_second": 3.831, |
|
"step": 1284 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 57.66880416870117, |
|
"learning_rate": 4.3528037383177575e-05, |
|
"loss": 1.6402, |
|
"step": 1391 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_loss": 1.7097253799438477, |
|
"eval_map": 0.1283, |
|
"eval_map_50": 0.2851, |
|
"eval_map_75": 0.0997, |
|
"eval_map_Coverall": 0.3808, |
|
"eval_map_Face_Shield": 0.0348, |
|
"eval_map_Gloves": 0.0565, |
|
"eval_map_Goggles": 0.0109, |
|
"eval_map_Mask": 0.1587, |
|
"eval_map_large": 0.1878, |
|
"eval_map_medium": 0.0979, |
|
"eval_map_small": 0.0372, |
|
"eval_mar_1": 0.1636, |
|
"eval_mar_10": 0.3236, |
|
"eval_mar_100": 0.3445, |
|
"eval_mar_100_Coverall": 0.5842, |
|
"eval_mar_100_Face_Shield": 0.2899, |
|
"eval_mar_100_Gloves": 0.2973, |
|
"eval_mar_100_Goggles": 0.2615, |
|
"eval_mar_100_Mask": 0.2898, |
|
"eval_mar_large": 0.4481, |
|
"eval_mar_medium": 0.2919, |
|
"eval_mar_small": 0.1307, |
|
"eval_runtime": 4.5866, |
|
"eval_samples_per_second": 32.704, |
|
"eval_steps_per_second": 4.143, |
|
"step": 1391 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 31.13448143005371, |
|
"learning_rate": 4.302803738317757e-05, |
|
"loss": 1.5345, |
|
"step": 1498 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.7459602355957031, |
|
"eval_map": 0.13, |
|
"eval_map_50": 0.2783, |
|
"eval_map_75": 0.1091, |
|
"eval_map_Coverall": 0.3747, |
|
"eval_map_Face_Shield": 0.0664, |
|
"eval_map_Gloves": 0.0602, |
|
"eval_map_Goggles": 0.0213, |
|
"eval_map_Mask": 0.1276, |
|
"eval_map_large": 0.1994, |
|
"eval_map_medium": 0.0909, |
|
"eval_map_small": 0.0476, |
|
"eval_mar_1": 0.1856, |
|
"eval_mar_10": 0.3292, |
|
"eval_mar_100": 0.3538, |
|
"eval_mar_100_Coverall": 0.5595, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.2839, |
|
"eval_mar_100_Goggles": 0.2538, |
|
"eval_mar_100_Mask": 0.268, |
|
"eval_mar_large": 0.4851, |
|
"eval_mar_medium": 0.2861, |
|
"eval_mar_small": 0.1474, |
|
"eval_runtime": 4.3819, |
|
"eval_samples_per_second": 34.232, |
|
"eval_steps_per_second": 4.336, |
|
"step": 1498 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 60.98428726196289, |
|
"learning_rate": 4.252803738317757e-05, |
|
"loss": 1.4773, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_loss": 1.6502801179885864, |
|
"eval_map": 0.152, |
|
"eval_map_50": 0.3114, |
|
"eval_map_75": 0.1354, |
|
"eval_map_Coverall": 0.4279, |
|
"eval_map_Face_Shield": 0.07, |
|
"eval_map_Gloves": 0.0538, |
|
"eval_map_Goggles": 0.016, |
|
"eval_map_Mask": 0.1922, |
|
"eval_map_large": 0.222, |
|
"eval_map_medium": 0.1119, |
|
"eval_map_small": 0.0422, |
|
"eval_mar_1": 0.2026, |
|
"eval_mar_10": 0.3373, |
|
"eval_mar_100": 0.3607, |
|
"eval_mar_100_Coverall": 0.6185, |
|
"eval_mar_100_Face_Shield": 0.3506, |
|
"eval_mar_100_Gloves": 0.2576, |
|
"eval_mar_100_Goggles": 0.2431, |
|
"eval_mar_100_Mask": 0.3338, |
|
"eval_mar_large": 0.5023, |
|
"eval_mar_medium": 0.2948, |
|
"eval_mar_small": 0.1211, |
|
"eval_runtime": 4.4044, |
|
"eval_samples_per_second": 34.056, |
|
"eval_steps_per_second": 4.314, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"grad_norm": 64.21282958984375, |
|
"learning_rate": 4.202803738317757e-05, |
|
"loss": 1.4822, |
|
"step": 1712 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 1.6648201942443848, |
|
"eval_map": 0.1429, |
|
"eval_map_50": 0.304, |
|
"eval_map_75": 0.1187, |
|
"eval_map_Coverall": 0.4522, |
|
"eval_map_Face_Shield": 0.0567, |
|
"eval_map_Gloves": 0.0463, |
|
"eval_map_Goggles": 0.0083, |
|
"eval_map_Mask": 0.1512, |
|
"eval_map_large": 0.2121, |
|
"eval_map_medium": 0.1058, |
|
"eval_map_small": 0.0414, |
|
"eval_mar_1": 0.1637, |
|
"eval_mar_10": 0.3194, |
|
"eval_mar_100": 0.3386, |
|
"eval_mar_100_Coverall": 0.641, |
|
"eval_mar_100_Face_Shield": 0.3456, |
|
"eval_mar_100_Gloves": 0.2411, |
|
"eval_mar_100_Goggles": 0.1815, |
|
"eval_mar_100_Mask": 0.284, |
|
"eval_mar_large": 0.4395, |
|
"eval_mar_medium": 0.2802, |
|
"eval_mar_small": 0.1365, |
|
"eval_runtime": 4.4934, |
|
"eval_samples_per_second": 33.383, |
|
"eval_steps_per_second": 4.228, |
|
"step": 1712 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"grad_norm": 56.415103912353516, |
|
"learning_rate": 4.1528037383177574e-05, |
|
"loss": 1.4557, |
|
"step": 1819 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_loss": 1.6038178205490112, |
|
"eval_map": 0.1592, |
|
"eval_map_50": 0.3358, |
|
"eval_map_75": 0.1331, |
|
"eval_map_Coverall": 0.4363, |
|
"eval_map_Face_Shield": 0.0785, |
|
"eval_map_Gloves": 0.0755, |
|
"eval_map_Goggles": 0.0167, |
|
"eval_map_Mask": 0.1888, |
|
"eval_map_large": 0.2358, |
|
"eval_map_medium": 0.1184, |
|
"eval_map_small": 0.0566, |
|
"eval_mar_1": 0.191, |
|
"eval_mar_10": 0.3525, |
|
"eval_mar_100": 0.3758, |
|
"eval_mar_100_Coverall": 0.6396, |
|
"eval_mar_100_Face_Shield": 0.343, |
|
"eval_mar_100_Gloves": 0.3129, |
|
"eval_mar_100_Goggles": 0.2477, |
|
"eval_mar_100_Mask": 0.3356, |
|
"eval_mar_large": 0.5437, |
|
"eval_mar_medium": 0.2989, |
|
"eval_mar_small": 0.1301, |
|
"eval_runtime": 4.6845, |
|
"eval_samples_per_second": 32.021, |
|
"eval_steps_per_second": 4.056, |
|
"step": 1819 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"grad_norm": 36.09042739868164, |
|
"learning_rate": 4.102803738317757e-05, |
|
"loss": 1.4644, |
|
"step": 1926 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_loss": 1.5534192323684692, |
|
"eval_map": 0.1588, |
|
"eval_map_50": 0.3444, |
|
"eval_map_75": 0.1257, |
|
"eval_map_Coverall": 0.4351, |
|
"eval_map_Face_Shield": 0.0745, |
|
"eval_map_Gloves": 0.0715, |
|
"eval_map_Goggles": 0.0269, |
|
"eval_map_Mask": 0.1859, |
|
"eval_map_large": 0.2247, |
|
"eval_map_medium": 0.1262, |
|
"eval_map_small": 0.0442, |
|
"eval_mar_1": 0.197, |
|
"eval_mar_10": 0.3433, |
|
"eval_mar_100": 0.3615, |
|
"eval_mar_100_Coverall": 0.6387, |
|
"eval_mar_100_Face_Shield": 0.3443, |
|
"eval_mar_100_Gloves": 0.2964, |
|
"eval_mar_100_Goggles": 0.22, |
|
"eval_mar_100_Mask": 0.308, |
|
"eval_mar_large": 0.4799, |
|
"eval_mar_medium": 0.2992, |
|
"eval_mar_small": 0.1397, |
|
"eval_runtime": 4.4978, |
|
"eval_samples_per_second": 33.349, |
|
"eval_steps_per_second": 4.224, |
|
"step": 1926 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"grad_norm": 27.62745475769043, |
|
"learning_rate": 4.052803738317757e-05, |
|
"loss": 1.3847, |
|
"step": 2033 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_loss": 1.5755306482315063, |
|
"eval_map": 0.1583, |
|
"eval_map_50": 0.3576, |
|
"eval_map_75": 0.1261, |
|
"eval_map_Coverall": 0.4503, |
|
"eval_map_Face_Shield": 0.0837, |
|
"eval_map_Gloves": 0.0715, |
|
"eval_map_Goggles": 0.0187, |
|
"eval_map_Mask": 0.1675, |
|
"eval_map_large": 0.2379, |
|
"eval_map_medium": 0.1209, |
|
"eval_map_small": 0.0607, |
|
"eval_mar_1": 0.1929, |
|
"eval_mar_10": 0.354, |
|
"eval_mar_100": 0.3715, |
|
"eval_mar_100_Coverall": 0.6356, |
|
"eval_mar_100_Face_Shield": 0.3544, |
|
"eval_mar_100_Gloves": 0.3121, |
|
"eval_mar_100_Goggles": 0.2492, |
|
"eval_mar_100_Mask": 0.3062, |
|
"eval_mar_large": 0.4949, |
|
"eval_mar_medium": 0.3157, |
|
"eval_mar_small": 0.1753, |
|
"eval_runtime": 4.4568, |
|
"eval_samples_per_second": 33.656, |
|
"eval_steps_per_second": 4.263, |
|
"step": 2033 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"grad_norm": 46.41764450073242, |
|
"learning_rate": 4.0032710280373836e-05, |
|
"loss": 1.4198, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_loss": 1.7037327289581299, |
|
"eval_map": 0.1494, |
|
"eval_map_50": 0.3249, |
|
"eval_map_75": 0.1212, |
|
"eval_map_Coverall": 0.4156, |
|
"eval_map_Face_Shield": 0.0408, |
|
"eval_map_Gloves": 0.0673, |
|
"eval_map_Goggles": 0.0314, |
|
"eval_map_Mask": 0.1921, |
|
"eval_map_large": 0.2208, |
|
"eval_map_medium": 0.1153, |
|
"eval_map_small": 0.0494, |
|
"eval_mar_1": 0.1936, |
|
"eval_mar_10": 0.3216, |
|
"eval_mar_100": 0.3395, |
|
"eval_mar_100_Coverall": 0.6095, |
|
"eval_mar_100_Face_Shield": 0.2924, |
|
"eval_mar_100_Gloves": 0.2629, |
|
"eval_mar_100_Goggles": 0.2292, |
|
"eval_mar_100_Mask": 0.3036, |
|
"eval_mar_large": 0.4689, |
|
"eval_mar_medium": 0.2765, |
|
"eval_mar_small": 0.1058, |
|
"eval_runtime": 4.6167, |
|
"eval_samples_per_second": 32.491, |
|
"eval_steps_per_second": 4.115, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"grad_norm": 70.35798645019531, |
|
"learning_rate": 3.953271028037384e-05, |
|
"loss": 1.3866, |
|
"step": 2247 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_loss": 1.5504060983657837, |
|
"eval_map": 0.1694, |
|
"eval_map_50": 0.3681, |
|
"eval_map_75": 0.1379, |
|
"eval_map_Coverall": 0.4553, |
|
"eval_map_Face_Shield": 0.0792, |
|
"eval_map_Gloves": 0.0844, |
|
"eval_map_Goggles": 0.0318, |
|
"eval_map_Mask": 0.196, |
|
"eval_map_large": 0.2608, |
|
"eval_map_medium": 0.1283, |
|
"eval_map_small": 0.0575, |
|
"eval_mar_1": 0.2032, |
|
"eval_mar_10": 0.3554, |
|
"eval_mar_100": 0.371, |
|
"eval_mar_100_Coverall": 0.6365, |
|
"eval_mar_100_Face_Shield": 0.3342, |
|
"eval_mar_100_Gloves": 0.3196, |
|
"eval_mar_100_Goggles": 0.2523, |
|
"eval_mar_100_Mask": 0.3124, |
|
"eval_mar_large": 0.5051, |
|
"eval_mar_medium": 0.3138, |
|
"eval_mar_small": 0.1409, |
|
"eval_runtime": 4.5268, |
|
"eval_samples_per_second": 33.136, |
|
"eval_steps_per_second": 4.197, |
|
"step": 2247 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"grad_norm": 45.512821197509766, |
|
"learning_rate": 3.90373831775701e-05, |
|
"loss": 1.3592, |
|
"step": 2354 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_loss": 1.5889893770217896, |
|
"eval_map": 0.1604, |
|
"eval_map_50": 0.3461, |
|
"eval_map_75": 0.1333, |
|
"eval_map_Coverall": 0.4449, |
|
"eval_map_Face_Shield": 0.0731, |
|
"eval_map_Gloves": 0.0836, |
|
"eval_map_Goggles": 0.0173, |
|
"eval_map_Mask": 0.183, |
|
"eval_map_large": 0.2533, |
|
"eval_map_medium": 0.1223, |
|
"eval_map_small": 0.0404, |
|
"eval_mar_1": 0.1985, |
|
"eval_mar_10": 0.3634, |
|
"eval_mar_100": 0.3789, |
|
"eval_mar_100_Coverall": 0.6324, |
|
"eval_mar_100_Face_Shield": 0.357, |
|
"eval_mar_100_Gloves": 0.3254, |
|
"eval_mar_100_Goggles": 0.2785, |
|
"eval_mar_100_Mask": 0.3013, |
|
"eval_mar_large": 0.5302, |
|
"eval_mar_medium": 0.3158, |
|
"eval_mar_small": 0.1263, |
|
"eval_runtime": 4.651, |
|
"eval_samples_per_second": 32.251, |
|
"eval_steps_per_second": 4.085, |
|
"step": 2354 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"grad_norm": 58.58317184448242, |
|
"learning_rate": 3.85373831775701e-05, |
|
"loss": 1.3602, |
|
"step": 2461 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_loss": 1.625006914138794, |
|
"eval_map": 0.1629, |
|
"eval_map_50": 0.3567, |
|
"eval_map_75": 0.1342, |
|
"eval_map_Coverall": 0.4446, |
|
"eval_map_Face_Shield": 0.0775, |
|
"eval_map_Gloves": 0.0669, |
|
"eval_map_Goggles": 0.0233, |
|
"eval_map_Mask": 0.2023, |
|
"eval_map_large": 0.2478, |
|
"eval_map_medium": 0.1267, |
|
"eval_map_small": 0.043, |
|
"eval_mar_1": 0.1933, |
|
"eval_mar_10": 0.3375, |
|
"eval_mar_100": 0.3551, |
|
"eval_mar_100_Coverall": 0.6167, |
|
"eval_mar_100_Face_Shield": 0.3354, |
|
"eval_mar_100_Gloves": 0.2777, |
|
"eval_mar_100_Goggles": 0.2415, |
|
"eval_mar_100_Mask": 0.304, |
|
"eval_mar_large": 0.4965, |
|
"eval_mar_medium": 0.2959, |
|
"eval_mar_small": 0.094, |
|
"eval_runtime": 4.5112, |
|
"eval_samples_per_second": 33.251, |
|
"eval_steps_per_second": 4.212, |
|
"step": 2461 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"grad_norm": 165.24424743652344, |
|
"learning_rate": 3.80373831775701e-05, |
|
"loss": 1.3773, |
|
"step": 2568 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_loss": 1.5816459655761719, |
|
"eval_map": 0.1766, |
|
"eval_map_50": 0.3699, |
|
"eval_map_75": 0.1473, |
|
"eval_map_Coverall": 0.4844, |
|
"eval_map_Face_Shield": 0.0793, |
|
"eval_map_Gloves": 0.0792, |
|
"eval_map_Goggles": 0.026, |
|
"eval_map_Mask": 0.2142, |
|
"eval_map_large": 0.2542, |
|
"eval_map_medium": 0.1417, |
|
"eval_map_small": 0.0498, |
|
"eval_mar_1": 0.1935, |
|
"eval_mar_10": 0.3434, |
|
"eval_mar_100": 0.3658, |
|
"eval_mar_100_Coverall": 0.6482, |
|
"eval_mar_100_Face_Shield": 0.3177, |
|
"eval_mar_100_Gloves": 0.3219, |
|
"eval_mar_100_Goggles": 0.2292, |
|
"eval_mar_100_Mask": 0.312, |
|
"eval_mar_large": 0.4903, |
|
"eval_mar_medium": 0.3218, |
|
"eval_mar_small": 0.1367, |
|
"eval_runtime": 4.5892, |
|
"eval_samples_per_second": 32.685, |
|
"eval_steps_per_second": 4.14, |
|
"step": 2568 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"grad_norm": 25.979454040527344, |
|
"learning_rate": 3.7537383177570094e-05, |
|
"loss": 1.3918, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_loss": 1.5896130800247192, |
|
"eval_map": 0.1545, |
|
"eval_map_50": 0.3315, |
|
"eval_map_75": 0.1288, |
|
"eval_map_Coverall": 0.4496, |
|
"eval_map_Face_Shield": 0.0587, |
|
"eval_map_Gloves": 0.0753, |
|
"eval_map_Goggles": 0.0218, |
|
"eval_map_Mask": 0.1673, |
|
"eval_map_large": 0.2443, |
|
"eval_map_medium": 0.1112, |
|
"eval_map_small": 0.0442, |
|
"eval_mar_1": 0.1822, |
|
"eval_mar_10": 0.347, |
|
"eval_mar_100": 0.3684, |
|
"eval_mar_100_Coverall": 0.6203, |
|
"eval_mar_100_Face_Shield": 0.3772, |
|
"eval_mar_100_Gloves": 0.2996, |
|
"eval_mar_100_Goggles": 0.2538, |
|
"eval_mar_100_Mask": 0.2911, |
|
"eval_mar_large": 0.49, |
|
"eval_mar_medium": 0.3188, |
|
"eval_mar_small": 0.1396, |
|
"eval_runtime": 4.5205, |
|
"eval_samples_per_second": 33.182, |
|
"eval_steps_per_second": 4.203, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"grad_norm": 75.15316009521484, |
|
"learning_rate": 3.7037383177570095e-05, |
|
"loss": 1.3254, |
|
"step": 2782 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_loss": 1.5416392087936401, |
|
"eval_map": 0.1723, |
|
"eval_map_50": 0.3638, |
|
"eval_map_75": 0.1517, |
|
"eval_map_Coverall": 0.4706, |
|
"eval_map_Face_Shield": 0.0722, |
|
"eval_map_Gloves": 0.0743, |
|
"eval_map_Goggles": 0.0394, |
|
"eval_map_Mask": 0.2052, |
|
"eval_map_large": 0.2513, |
|
"eval_map_medium": 0.1429, |
|
"eval_map_small": 0.0496, |
|
"eval_mar_1": 0.1992, |
|
"eval_mar_10": 0.3594, |
|
"eval_mar_100": 0.3776, |
|
"eval_mar_100_Coverall": 0.6333, |
|
"eval_mar_100_Face_Shield": 0.3747, |
|
"eval_mar_100_Gloves": 0.3121, |
|
"eval_mar_100_Goggles": 0.2585, |
|
"eval_mar_100_Mask": 0.3093, |
|
"eval_mar_large": 0.5114, |
|
"eval_mar_medium": 0.319, |
|
"eval_mar_small": 0.1536, |
|
"eval_runtime": 4.7563, |
|
"eval_samples_per_second": 31.537, |
|
"eval_steps_per_second": 3.995, |
|
"step": 2782 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"grad_norm": 30.784067153930664, |
|
"learning_rate": 3.65373831775701e-05, |
|
"loss": 1.3393, |
|
"step": 2889 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_loss": 1.465797781944275, |
|
"eval_map": 0.184, |
|
"eval_map_50": 0.3695, |
|
"eval_map_75": 0.1653, |
|
"eval_map_Coverall": 0.4922, |
|
"eval_map_Face_Shield": 0.0744, |
|
"eval_map_Gloves": 0.0949, |
|
"eval_map_Goggles": 0.0226, |
|
"eval_map_Mask": 0.2356, |
|
"eval_map_large": 0.297, |
|
"eval_map_medium": 0.1286, |
|
"eval_map_small": 0.0564, |
|
"eval_mar_1": 0.2007, |
|
"eval_mar_10": 0.3848, |
|
"eval_mar_100": 0.4005, |
|
"eval_mar_100_Coverall": 0.6383, |
|
"eval_mar_100_Face_Shield": 0.3861, |
|
"eval_mar_100_Gloves": 0.3103, |
|
"eval_mar_100_Goggles": 0.3308, |
|
"eval_mar_100_Mask": 0.3373, |
|
"eval_mar_large": 0.5409, |
|
"eval_mar_medium": 0.3371, |
|
"eval_mar_small": 0.1833, |
|
"eval_runtime": 4.494, |
|
"eval_samples_per_second": 33.378, |
|
"eval_steps_per_second": 4.228, |
|
"step": 2889 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"grad_norm": 53.32809066772461, |
|
"learning_rate": 3.603738317757009e-05, |
|
"loss": 1.2816, |
|
"step": 2996 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_loss": 1.5467236042022705, |
|
"eval_map": 0.1792, |
|
"eval_map_50": 0.3764, |
|
"eval_map_75": 0.1497, |
|
"eval_map_Coverall": 0.4785, |
|
"eval_map_Face_Shield": 0.0672, |
|
"eval_map_Gloves": 0.0855, |
|
"eval_map_Goggles": 0.0317, |
|
"eval_map_Mask": 0.2331, |
|
"eval_map_large": 0.265, |
|
"eval_map_medium": 0.1387, |
|
"eval_map_small": 0.0474, |
|
"eval_mar_1": 0.2154, |
|
"eval_mar_10": 0.3713, |
|
"eval_mar_100": 0.3842, |
|
"eval_mar_100_Coverall": 0.6351, |
|
"eval_mar_100_Face_Shield": 0.362, |
|
"eval_mar_100_Gloves": 0.3085, |
|
"eval_mar_100_Goggles": 0.2738, |
|
"eval_mar_100_Mask": 0.3413, |
|
"eval_mar_large": 0.5269, |
|
"eval_mar_medium": 0.321, |
|
"eval_mar_small": 0.1462, |
|
"eval_runtime": 4.7853, |
|
"eval_samples_per_second": 31.346, |
|
"eval_steps_per_second": 3.97, |
|
"step": 2996 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"grad_norm": 30.173261642456055, |
|
"learning_rate": 3.553738317757009e-05, |
|
"loss": 1.298, |
|
"step": 3103 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_loss": 1.497077465057373, |
|
"eval_map": 0.1777, |
|
"eval_map_50": 0.3909, |
|
"eval_map_75": 0.1386, |
|
"eval_map_Coverall": 0.482, |
|
"eval_map_Face_Shield": 0.0694, |
|
"eval_map_Gloves": 0.0983, |
|
"eval_map_Goggles": 0.0289, |
|
"eval_map_Mask": 0.21, |
|
"eval_map_large": 0.2805, |
|
"eval_map_medium": 0.134, |
|
"eval_map_small": 0.0686, |
|
"eval_mar_1": 0.2097, |
|
"eval_mar_10": 0.3774, |
|
"eval_mar_100": 0.3919, |
|
"eval_mar_100_Coverall": 0.6541, |
|
"eval_mar_100_Face_Shield": 0.3532, |
|
"eval_mar_100_Gloves": 0.3201, |
|
"eval_mar_100_Goggles": 0.2908, |
|
"eval_mar_100_Mask": 0.3413, |
|
"eval_mar_large": 0.5229, |
|
"eval_mar_medium": 0.3339, |
|
"eval_mar_small": 0.1733, |
|
"eval_runtime": 4.6223, |
|
"eval_samples_per_second": 32.452, |
|
"eval_steps_per_second": 4.111, |
|
"step": 3103 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"grad_norm": 28.578739166259766, |
|
"learning_rate": 3.5037383177570094e-05, |
|
"loss": 1.3079, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_loss": 1.5048818588256836, |
|
"eval_map": 0.1741, |
|
"eval_map_50": 0.3718, |
|
"eval_map_75": 0.1437, |
|
"eval_map_Coverall": 0.4674, |
|
"eval_map_Face_Shield": 0.071, |
|
"eval_map_Gloves": 0.0998, |
|
"eval_map_Goggles": 0.0228, |
|
"eval_map_Mask": 0.2097, |
|
"eval_map_large": 0.2751, |
|
"eval_map_medium": 0.1147, |
|
"eval_map_small": 0.0593, |
|
"eval_mar_1": 0.2156, |
|
"eval_mar_10": 0.3669, |
|
"eval_mar_100": 0.383, |
|
"eval_mar_100_Coverall": 0.6279, |
|
"eval_mar_100_Face_Shield": 0.319, |
|
"eval_mar_100_Gloves": 0.3259, |
|
"eval_mar_100_Goggles": 0.3015, |
|
"eval_mar_100_Mask": 0.3404, |
|
"eval_mar_large": 0.5281, |
|
"eval_mar_medium": 0.2951, |
|
"eval_mar_small": 0.1667, |
|
"eval_runtime": 4.8477, |
|
"eval_samples_per_second": 30.942, |
|
"eval_steps_per_second": 3.919, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"grad_norm": 23.008010864257812, |
|
"learning_rate": 3.4537383177570096e-05, |
|
"loss": 1.2494, |
|
"step": 3317 |
|
}, |
|
{ |
|
"epoch": 31.0, |
|
"eval_loss": 1.442692756652832, |
|
"eval_map": 0.1919, |
|
"eval_map_50": 0.4041, |
|
"eval_map_75": 0.1543, |
|
"eval_map_Coverall": 0.4876, |
|
"eval_map_Face_Shield": 0.0968, |
|
"eval_map_Gloves": 0.1214, |
|
"eval_map_Goggles": 0.0282, |
|
"eval_map_Mask": 0.2253, |
|
"eval_map_large": 0.3002, |
|
"eval_map_medium": 0.1385, |
|
"eval_map_small": 0.0653, |
|
"eval_mar_1": 0.2212, |
|
"eval_mar_10": 0.382, |
|
"eval_mar_100": 0.3987, |
|
"eval_mar_100_Coverall": 0.6419, |
|
"eval_mar_100_Face_Shield": 0.3937, |
|
"eval_mar_100_Gloves": 0.3634, |
|
"eval_mar_100_Goggles": 0.2738, |
|
"eval_mar_100_Mask": 0.3209, |
|
"eval_mar_large": 0.5467, |
|
"eval_mar_medium": 0.3201, |
|
"eval_mar_small": 0.1964, |
|
"eval_runtime": 4.4712, |
|
"eval_samples_per_second": 33.548, |
|
"eval_steps_per_second": 4.249, |
|
"step": 3317 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"grad_norm": 26.014484405517578, |
|
"learning_rate": 3.403738317757009e-05, |
|
"loss": 1.2191, |
|
"step": 3424 |
|
}, |
|
{ |
|
"epoch": 32.0, |
|
"eval_loss": 1.460689902305603, |
|
"eval_map": 0.182, |
|
"eval_map_50": 0.3715, |
|
"eval_map_75": 0.1605, |
|
"eval_map_Coverall": 0.48, |
|
"eval_map_Face_Shield": 0.0694, |
|
"eval_map_Gloves": 0.1278, |
|
"eval_map_Goggles": 0.0247, |
|
"eval_map_Mask": 0.2083, |
|
"eval_map_large": 0.304, |
|
"eval_map_medium": 0.1289, |
|
"eval_map_small": 0.0594, |
|
"eval_mar_1": 0.2245, |
|
"eval_mar_10": 0.3891, |
|
"eval_mar_100": 0.4068, |
|
"eval_mar_100_Coverall": 0.6279, |
|
"eval_mar_100_Face_Shield": 0.3873, |
|
"eval_mar_100_Gloves": 0.3424, |
|
"eval_mar_100_Goggles": 0.3508, |
|
"eval_mar_100_Mask": 0.3253, |
|
"eval_mar_large": 0.5578, |
|
"eval_mar_medium": 0.3428, |
|
"eval_mar_small": 0.1695, |
|
"eval_runtime": 4.6919, |
|
"eval_samples_per_second": 31.97, |
|
"eval_steps_per_second": 4.05, |
|
"step": 3424 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"grad_norm": 38.56864547729492, |
|
"learning_rate": 3.35373831775701e-05, |
|
"loss": 1.2032, |
|
"step": 3531 |
|
}, |
|
{ |
|
"epoch": 33.0, |
|
"eval_loss": 1.4382421970367432, |
|
"eval_map": 0.2014, |
|
"eval_map_50": 0.4103, |
|
"eval_map_75": 0.1757, |
|
"eval_map_Coverall": 0.4792, |
|
"eval_map_Face_Shield": 0.1109, |
|
"eval_map_Gloves": 0.1354, |
|
"eval_map_Goggles": 0.0283, |
|
"eval_map_Mask": 0.2534, |
|
"eval_map_large": 0.3126, |
|
"eval_map_medium": 0.1516, |
|
"eval_map_small": 0.0608, |
|
"eval_mar_1": 0.2291, |
|
"eval_mar_10": 0.3929, |
|
"eval_mar_100": 0.4089, |
|
"eval_mar_100_Coverall": 0.6324, |
|
"eval_mar_100_Face_Shield": 0.3949, |
|
"eval_mar_100_Gloves": 0.3576, |
|
"eval_mar_100_Goggles": 0.3123, |
|
"eval_mar_100_Mask": 0.3471, |
|
"eval_mar_large": 0.5595, |
|
"eval_mar_medium": 0.3468, |
|
"eval_mar_small": 0.1781, |
|
"eval_runtime": 4.4844, |
|
"eval_samples_per_second": 33.449, |
|
"eval_steps_per_second": 4.237, |
|
"step": 3531 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"grad_norm": 34.578826904296875, |
|
"learning_rate": 3.30373831775701e-05, |
|
"loss": 1.2524, |
|
"step": 3638 |
|
}, |
|
{ |
|
"epoch": 34.0, |
|
"eval_loss": 1.5703259706497192, |
|
"eval_map": 0.1823, |
|
"eval_map_50": 0.3973, |
|
"eval_map_75": 0.1353, |
|
"eval_map_Coverall": 0.4378, |
|
"eval_map_Face_Shield": 0.0926, |
|
"eval_map_Gloves": 0.12, |
|
"eval_map_Goggles": 0.0292, |
|
"eval_map_Mask": 0.2316, |
|
"eval_map_large": 0.2772, |
|
"eval_map_medium": 0.1383, |
|
"eval_map_small": 0.0732, |
|
"eval_mar_1": 0.2236, |
|
"eval_mar_10": 0.3887, |
|
"eval_mar_100": 0.4039, |
|
"eval_mar_100_Coverall": 0.6086, |
|
"eval_mar_100_Face_Shield": 0.4165, |
|
"eval_mar_100_Gloves": 0.3348, |
|
"eval_mar_100_Goggles": 0.3185, |
|
"eval_mar_100_Mask": 0.3413, |
|
"eval_mar_large": 0.5526, |
|
"eval_mar_medium": 0.3554, |
|
"eval_mar_small": 0.1525, |
|
"eval_runtime": 5.1736, |
|
"eval_samples_per_second": 28.993, |
|
"eval_steps_per_second": 3.673, |
|
"step": 3638 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"grad_norm": 31.613056182861328, |
|
"learning_rate": 3.2537383177570094e-05, |
|
"loss": 1.242, |
|
"step": 3745 |
|
}, |
|
{ |
|
"epoch": 35.0, |
|
"eval_loss": 1.538807988166809, |
|
"eval_map": 0.1906, |
|
"eval_map_50": 0.4011, |
|
"eval_map_75": 0.1575, |
|
"eval_map_Coverall": 0.4706, |
|
"eval_map_Face_Shield": 0.0915, |
|
"eval_map_Gloves": 0.1242, |
|
"eval_map_Goggles": 0.039, |
|
"eval_map_Mask": 0.2278, |
|
"eval_map_large": 0.3073, |
|
"eval_map_medium": 0.1399, |
|
"eval_map_small": 0.0547, |
|
"eval_mar_1": 0.2317, |
|
"eval_mar_10": 0.3938, |
|
"eval_mar_100": 0.4173, |
|
"eval_mar_100_Coverall": 0.6144, |
|
"eval_mar_100_Face_Shield": 0.4038, |
|
"eval_mar_100_Gloves": 0.329, |
|
"eval_mar_100_Goggles": 0.3969, |
|
"eval_mar_100_Mask": 0.3422, |
|
"eval_mar_large": 0.574, |
|
"eval_mar_medium": 0.3629, |
|
"eval_mar_small": 0.1648, |
|
"eval_runtime": 4.9889, |
|
"eval_samples_per_second": 30.067, |
|
"eval_steps_per_second": 3.808, |
|
"step": 3745 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"grad_norm": 61.75392150878906, |
|
"learning_rate": 3.2037383177570096e-05, |
|
"loss": 1.229, |
|
"step": 3852 |
|
}, |
|
{ |
|
"epoch": 36.0, |
|
"eval_loss": 1.4809879064559937, |
|
"eval_map": 0.1744, |
|
"eval_map_50": 0.3838, |
|
"eval_map_75": 0.1452, |
|
"eval_map_Coverall": 0.4299, |
|
"eval_map_Face_Shield": 0.0909, |
|
"eval_map_Gloves": 0.118, |
|
"eval_map_Goggles": 0.0195, |
|
"eval_map_Mask": 0.2136, |
|
"eval_map_large": 0.2838, |
|
"eval_map_medium": 0.1259, |
|
"eval_map_small": 0.0516, |
|
"eval_mar_1": 0.2159, |
|
"eval_mar_10": 0.3755, |
|
"eval_mar_100": 0.3965, |
|
"eval_mar_100_Coverall": 0.5802, |
|
"eval_mar_100_Face_Shield": 0.4177, |
|
"eval_mar_100_Gloves": 0.3424, |
|
"eval_mar_100_Goggles": 0.3215, |
|
"eval_mar_100_Mask": 0.3204, |
|
"eval_mar_large": 0.5457, |
|
"eval_mar_medium": 0.3359, |
|
"eval_mar_small": 0.1789, |
|
"eval_runtime": 4.4146, |
|
"eval_samples_per_second": 33.978, |
|
"eval_steps_per_second": 4.304, |
|
"step": 3852 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"grad_norm": 26.741622924804688, |
|
"learning_rate": 3.15373831775701e-05, |
|
"loss": 1.2041, |
|
"step": 3959 |
|
}, |
|
{ |
|
"epoch": 37.0, |
|
"eval_loss": 1.4554704427719116, |
|
"eval_map": 0.1896, |
|
"eval_map_50": 0.3921, |
|
"eval_map_75": 0.155, |
|
"eval_map_Coverall": 0.4721, |
|
"eval_map_Face_Shield": 0.0731, |
|
"eval_map_Gloves": 0.1309, |
|
"eval_map_Goggles": 0.0379, |
|
"eval_map_Mask": 0.2339, |
|
"eval_map_large": 0.2935, |
|
"eval_map_medium": 0.1495, |
|
"eval_map_small": 0.0486, |
|
"eval_mar_1": 0.2215, |
|
"eval_mar_10": 0.3904, |
|
"eval_mar_100": 0.4061, |
|
"eval_mar_100_Coverall": 0.6243, |
|
"eval_mar_100_Face_Shield": 0.4114, |
|
"eval_mar_100_Gloves": 0.3527, |
|
"eval_mar_100_Goggles": 0.3015, |
|
"eval_mar_100_Mask": 0.3404, |
|
"eval_mar_large": 0.5462, |
|
"eval_mar_medium": 0.3605, |
|
"eval_mar_small": 0.1592, |
|
"eval_runtime": 4.7202, |
|
"eval_samples_per_second": 31.779, |
|
"eval_steps_per_second": 4.025, |
|
"step": 3959 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"grad_norm": 36.5293083190918, |
|
"learning_rate": 3.103738317757009e-05, |
|
"loss": 1.1762, |
|
"step": 4066 |
|
}, |
|
{ |
|
"epoch": 38.0, |
|
"eval_loss": 1.4493088722229004, |
|
"eval_map": 0.1818, |
|
"eval_map_50": 0.3896, |
|
"eval_map_75": 0.1507, |
|
"eval_map_Coverall": 0.4733, |
|
"eval_map_Face_Shield": 0.0844, |
|
"eval_map_Gloves": 0.1198, |
|
"eval_map_Goggles": 0.0236, |
|
"eval_map_Mask": 0.2081, |
|
"eval_map_large": 0.2867, |
|
"eval_map_medium": 0.1387, |
|
"eval_map_small": 0.046, |
|
"eval_mar_1": 0.2103, |
|
"eval_mar_10": 0.3867, |
|
"eval_mar_100": 0.411, |
|
"eval_mar_100_Coverall": 0.6387, |
|
"eval_mar_100_Face_Shield": 0.4367, |
|
"eval_mar_100_Gloves": 0.3607, |
|
"eval_mar_100_Goggles": 0.3046, |
|
"eval_mar_100_Mask": 0.3142, |
|
"eval_mar_large": 0.532, |
|
"eval_mar_medium": 0.362, |
|
"eval_mar_small": 0.1857, |
|
"eval_runtime": 4.4734, |
|
"eval_samples_per_second": 33.531, |
|
"eval_steps_per_second": 4.247, |
|
"step": 4066 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"grad_norm": 55.298118591308594, |
|
"learning_rate": 3.053738317757009e-05, |
|
"loss": 1.1731, |
|
"step": 4173 |
|
}, |
|
{ |
|
"epoch": 39.0, |
|
"eval_loss": 1.4146981239318848, |
|
"eval_map": 0.1999, |
|
"eval_map_50": 0.4084, |
|
"eval_map_75": 0.1802, |
|
"eval_map_Coverall": 0.5015, |
|
"eval_map_Face_Shield": 0.1047, |
|
"eval_map_Gloves": 0.1363, |
|
"eval_map_Goggles": 0.0317, |
|
"eval_map_Mask": 0.2254, |
|
"eval_map_large": 0.3095, |
|
"eval_map_medium": 0.1505, |
|
"eval_map_small": 0.0556, |
|
"eval_mar_1": 0.2195, |
|
"eval_mar_10": 0.4139, |
|
"eval_mar_100": 0.4268, |
|
"eval_mar_100_Coverall": 0.6441, |
|
"eval_mar_100_Face_Shield": 0.4519, |
|
"eval_mar_100_Gloves": 0.3598, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3213, |
|
"eval_mar_large": 0.5706, |
|
"eval_mar_medium": 0.3736, |
|
"eval_mar_small": 0.1939, |
|
"eval_runtime": 4.5486, |
|
"eval_samples_per_second": 32.977, |
|
"eval_steps_per_second": 4.177, |
|
"step": 4173 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"grad_norm": 40.061588287353516, |
|
"learning_rate": 3.0037383177570095e-05, |
|
"loss": 1.1373, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 40.0, |
|
"eval_loss": 1.4615553617477417, |
|
"eval_map": 0.2065, |
|
"eval_map_50": 0.4203, |
|
"eval_map_75": 0.179, |
|
"eval_map_Coverall": 0.5155, |
|
"eval_map_Face_Shield": 0.0951, |
|
"eval_map_Gloves": 0.1367, |
|
"eval_map_Goggles": 0.0446, |
|
"eval_map_Mask": 0.2406, |
|
"eval_map_large": 0.3142, |
|
"eval_map_medium": 0.1577, |
|
"eval_map_small": 0.0629, |
|
"eval_mar_1": 0.2322, |
|
"eval_mar_10": 0.3984, |
|
"eval_mar_100": 0.416, |
|
"eval_mar_100_Coverall": 0.6653, |
|
"eval_mar_100_Face_Shield": 0.4051, |
|
"eval_mar_100_Gloves": 0.3558, |
|
"eval_mar_100_Goggles": 0.32, |
|
"eval_mar_100_Mask": 0.3338, |
|
"eval_mar_large": 0.5772, |
|
"eval_mar_medium": 0.3599, |
|
"eval_mar_small": 0.1669, |
|
"eval_runtime": 4.4211, |
|
"eval_samples_per_second": 33.928, |
|
"eval_steps_per_second": 4.298, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"grad_norm": 152.95144653320312, |
|
"learning_rate": 2.9537383177570093e-05, |
|
"loss": 1.1555, |
|
"step": 4387 |
|
}, |
|
{ |
|
"epoch": 41.0, |
|
"eval_loss": 1.4085381031036377, |
|
"eval_map": 0.2056, |
|
"eval_map_50": 0.4298, |
|
"eval_map_75": 0.1852, |
|
"eval_map_Coverall": 0.5084, |
|
"eval_map_Face_Shield": 0.0938, |
|
"eval_map_Gloves": 0.1467, |
|
"eval_map_Goggles": 0.0318, |
|
"eval_map_Mask": 0.2473, |
|
"eval_map_large": 0.3073, |
|
"eval_map_medium": 0.1579, |
|
"eval_map_small": 0.0613, |
|
"eval_mar_1": 0.2332, |
|
"eval_mar_10": 0.4107, |
|
"eval_mar_100": 0.4286, |
|
"eval_mar_100_Coverall": 0.6599, |
|
"eval_mar_100_Face_Shield": 0.4506, |
|
"eval_mar_100_Gloves": 0.3522, |
|
"eval_mar_100_Goggles": 0.3308, |
|
"eval_mar_100_Mask": 0.3493, |
|
"eval_mar_large": 0.5641, |
|
"eval_mar_medium": 0.3887, |
|
"eval_mar_small": 0.1693, |
|
"eval_runtime": 4.6652, |
|
"eval_samples_per_second": 32.153, |
|
"eval_steps_per_second": 4.073, |
|
"step": 4387 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"grad_norm": 43.83478927612305, |
|
"learning_rate": 2.9037383177570094e-05, |
|
"loss": 1.1251, |
|
"step": 4494 |
|
}, |
|
{ |
|
"epoch": 42.0, |
|
"eval_loss": 1.4251172542572021, |
|
"eval_map": 0.2016, |
|
"eval_map_50": 0.4199, |
|
"eval_map_75": 0.1708, |
|
"eval_map_Coverall": 0.4991, |
|
"eval_map_Face_Shield": 0.0886, |
|
"eval_map_Gloves": 0.1526, |
|
"eval_map_Goggles": 0.0353, |
|
"eval_map_Mask": 0.2325, |
|
"eval_map_large": 0.3155, |
|
"eval_map_medium": 0.1518, |
|
"eval_map_small": 0.0622, |
|
"eval_mar_1": 0.2355, |
|
"eval_mar_10": 0.4061, |
|
"eval_mar_100": 0.4188, |
|
"eval_mar_100_Coverall": 0.6369, |
|
"eval_mar_100_Face_Shield": 0.4266, |
|
"eval_mar_100_Gloves": 0.3571, |
|
"eval_mar_100_Goggles": 0.3262, |
|
"eval_mar_100_Mask": 0.3471, |
|
"eval_mar_large": 0.5733, |
|
"eval_mar_medium": 0.36, |
|
"eval_mar_small": 0.1816, |
|
"eval_runtime": 5.3263, |
|
"eval_samples_per_second": 28.162, |
|
"eval_steps_per_second": 3.567, |
|
"step": 4494 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"grad_norm": 37.75923538208008, |
|
"learning_rate": 2.8537383177570092e-05, |
|
"loss": 1.13, |
|
"step": 4601 |
|
}, |
|
{ |
|
"epoch": 43.0, |
|
"eval_loss": 1.4109255075454712, |
|
"eval_map": 0.2082, |
|
"eval_map_50": 0.4235, |
|
"eval_map_75": 0.1871, |
|
"eval_map_Coverall": 0.5153, |
|
"eval_map_Face_Shield": 0.0981, |
|
"eval_map_Gloves": 0.1493, |
|
"eval_map_Goggles": 0.0355, |
|
"eval_map_Mask": 0.243, |
|
"eval_map_large": 0.3314, |
|
"eval_map_medium": 0.1561, |
|
"eval_map_small": 0.0468, |
|
"eval_mar_1": 0.2499, |
|
"eval_mar_10": 0.4077, |
|
"eval_mar_100": 0.4286, |
|
"eval_mar_100_Coverall": 0.6527, |
|
"eval_mar_100_Face_Shield": 0.4443, |
|
"eval_mar_100_Gloves": 0.3504, |
|
"eval_mar_100_Goggles": 0.3538, |
|
"eval_mar_100_Mask": 0.3418, |
|
"eval_mar_large": 0.5721, |
|
"eval_mar_medium": 0.3896, |
|
"eval_mar_small": 0.1574, |
|
"eval_runtime": 5.4321, |
|
"eval_samples_per_second": 27.614, |
|
"eval_steps_per_second": 3.498, |
|
"step": 4601 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"grad_norm": 38.27042770385742, |
|
"learning_rate": 2.8037383177570094e-05, |
|
"loss": 1.1054, |
|
"step": 4708 |
|
}, |
|
{ |
|
"epoch": 44.0, |
|
"eval_loss": 1.4444694519042969, |
|
"eval_map": 0.1986, |
|
"eval_map_50": 0.414, |
|
"eval_map_75": 0.1641, |
|
"eval_map_Coverall": 0.4908, |
|
"eval_map_Face_Shield": 0.0998, |
|
"eval_map_Gloves": 0.1489, |
|
"eval_map_Goggles": 0.0334, |
|
"eval_map_Mask": 0.2202, |
|
"eval_map_large": 0.3213, |
|
"eval_map_medium": 0.1555, |
|
"eval_map_small": 0.0467, |
|
"eval_mar_1": 0.2271, |
|
"eval_mar_10": 0.3984, |
|
"eval_mar_100": 0.4155, |
|
"eval_mar_100_Coverall": 0.6622, |
|
"eval_mar_100_Face_Shield": 0.3987, |
|
"eval_mar_100_Gloves": 0.3696, |
|
"eval_mar_100_Goggles": 0.3123, |
|
"eval_mar_100_Mask": 0.3347, |
|
"eval_mar_large": 0.5447, |
|
"eval_mar_medium": 0.3817, |
|
"eval_mar_small": 0.1669, |
|
"eval_runtime": 4.465, |
|
"eval_samples_per_second": 33.594, |
|
"eval_steps_per_second": 4.255, |
|
"step": 4708 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"grad_norm": 32.833805084228516, |
|
"learning_rate": 2.75373831775701e-05, |
|
"loss": 1.0976, |
|
"step": 4815 |
|
}, |
|
{ |
|
"epoch": 45.0, |
|
"eval_loss": 1.3522177934646606, |
|
"eval_map": 0.2204, |
|
"eval_map_50": 0.4545, |
|
"eval_map_75": 0.1927, |
|
"eval_map_Coverall": 0.5164, |
|
"eval_map_Face_Shield": 0.1406, |
|
"eval_map_Gloves": 0.1522, |
|
"eval_map_Goggles": 0.0447, |
|
"eval_map_Mask": 0.2481, |
|
"eval_map_large": 0.3496, |
|
"eval_map_medium": 0.1758, |
|
"eval_map_small": 0.0601, |
|
"eval_mar_1": 0.2479, |
|
"eval_mar_10": 0.4202, |
|
"eval_mar_100": 0.4408, |
|
"eval_mar_100_Coverall": 0.6626, |
|
"eval_mar_100_Face_Shield": 0.4316, |
|
"eval_mar_100_Gloves": 0.3692, |
|
"eval_mar_100_Goggles": 0.3785, |
|
"eval_mar_100_Mask": 0.3622, |
|
"eval_mar_large": 0.5881, |
|
"eval_mar_medium": 0.4096, |
|
"eval_mar_small": 0.1567, |
|
"eval_runtime": 4.6184, |
|
"eval_samples_per_second": 32.479, |
|
"eval_steps_per_second": 4.114, |
|
"step": 4815 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"grad_norm": 62.24687194824219, |
|
"learning_rate": 2.7037383177570096e-05, |
|
"loss": 1.0902, |
|
"step": 4922 |
|
}, |
|
{ |
|
"epoch": 46.0, |
|
"eval_loss": 1.391147494316101, |
|
"eval_map": 0.2255, |
|
"eval_map_50": 0.459, |
|
"eval_map_75": 0.1903, |
|
"eval_map_Coverall": 0.5246, |
|
"eval_map_Face_Shield": 0.1499, |
|
"eval_map_Gloves": 0.1554, |
|
"eval_map_Goggles": 0.0443, |
|
"eval_map_Mask": 0.2531, |
|
"eval_map_large": 0.3737, |
|
"eval_map_medium": 0.1667, |
|
"eval_map_small": 0.0562, |
|
"eval_mar_1": 0.2534, |
|
"eval_mar_10": 0.4091, |
|
"eval_mar_100": 0.427, |
|
"eval_mar_100_Coverall": 0.6608, |
|
"eval_mar_100_Face_Shield": 0.4278, |
|
"eval_mar_100_Gloves": 0.3321, |
|
"eval_mar_100_Goggles": 0.3492, |
|
"eval_mar_100_Mask": 0.3649, |
|
"eval_mar_large": 0.5908, |
|
"eval_mar_medium": 0.3789, |
|
"eval_mar_small": 0.1419, |
|
"eval_runtime": 5.0222, |
|
"eval_samples_per_second": 29.868, |
|
"eval_steps_per_second": 3.783, |
|
"step": 4922 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"grad_norm": 76.70072174072266, |
|
"learning_rate": 2.6537383177570098e-05, |
|
"loss": 1.0924, |
|
"step": 5029 |
|
}, |
|
{ |
|
"epoch": 47.0, |
|
"eval_loss": 1.4128504991531372, |
|
"eval_map": 0.2179, |
|
"eval_map_50": 0.438, |
|
"eval_map_75": 0.1968, |
|
"eval_map_Coverall": 0.5126, |
|
"eval_map_Face_Shield": 0.1287, |
|
"eval_map_Gloves": 0.1623, |
|
"eval_map_Goggles": 0.0357, |
|
"eval_map_Mask": 0.2502, |
|
"eval_map_large": 0.3678, |
|
"eval_map_medium": 0.1568, |
|
"eval_map_small": 0.064, |
|
"eval_mar_1": 0.2464, |
|
"eval_mar_10": 0.4227, |
|
"eval_mar_100": 0.4414, |
|
"eval_mar_100_Coverall": 0.6613, |
|
"eval_mar_100_Face_Shield": 0.4671, |
|
"eval_mar_100_Gloves": 0.3656, |
|
"eval_mar_100_Goggles": 0.3615, |
|
"eval_mar_100_Mask": 0.3516, |
|
"eval_mar_large": 0.6118, |
|
"eval_mar_medium": 0.3921, |
|
"eval_mar_small": 0.156, |
|
"eval_runtime": 4.6321, |
|
"eval_samples_per_second": 32.383, |
|
"eval_steps_per_second": 4.102, |
|
"step": 5029 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"grad_norm": 59.50119400024414, |
|
"learning_rate": 2.6037383177570096e-05, |
|
"loss": 1.0578, |
|
"step": 5136 |
|
}, |
|
{ |
|
"epoch": 48.0, |
|
"eval_loss": 1.3590903282165527, |
|
"eval_map": 0.226, |
|
"eval_map_50": 0.458, |
|
"eval_map_75": 0.1983, |
|
"eval_map_Coverall": 0.5164, |
|
"eval_map_Face_Shield": 0.1453, |
|
"eval_map_Gloves": 0.1699, |
|
"eval_map_Goggles": 0.0535, |
|
"eval_map_Mask": 0.245, |
|
"eval_map_large": 0.3499, |
|
"eval_map_medium": 0.1859, |
|
"eval_map_small": 0.0795, |
|
"eval_mar_1": 0.2654, |
|
"eval_mar_10": 0.4282, |
|
"eval_mar_100": 0.4467, |
|
"eval_mar_100_Coverall": 0.6649, |
|
"eval_mar_100_Face_Shield": 0.4291, |
|
"eval_mar_100_Gloves": 0.3714, |
|
"eval_mar_100_Goggles": 0.4092, |
|
"eval_mar_100_Mask": 0.3587, |
|
"eval_mar_large": 0.6001, |
|
"eval_mar_medium": 0.4059, |
|
"eval_mar_small": 0.1825, |
|
"eval_runtime": 4.4867, |
|
"eval_samples_per_second": 33.432, |
|
"eval_steps_per_second": 4.235, |
|
"step": 5136 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"grad_norm": 26.51918601989746, |
|
"learning_rate": 2.5537383177570097e-05, |
|
"loss": 1.0784, |
|
"step": 5243 |
|
}, |
|
{ |
|
"epoch": 49.0, |
|
"eval_loss": 1.3627614974975586, |
|
"eval_map": 0.2351, |
|
"eval_map_50": 0.4789, |
|
"eval_map_75": 0.2056, |
|
"eval_map_Coverall": 0.5266, |
|
"eval_map_Face_Shield": 0.1709, |
|
"eval_map_Gloves": 0.1683, |
|
"eval_map_Goggles": 0.0821, |
|
"eval_map_Mask": 0.2278, |
|
"eval_map_large": 0.3749, |
|
"eval_map_medium": 0.1851, |
|
"eval_map_small": 0.0632, |
|
"eval_mar_1": 0.2463, |
|
"eval_mar_10": 0.4193, |
|
"eval_mar_100": 0.434, |
|
"eval_mar_100_Coverall": 0.6635, |
|
"eval_mar_100_Face_Shield": 0.4241, |
|
"eval_mar_100_Gloves": 0.3723, |
|
"eval_mar_100_Goggles": 0.3769, |
|
"eval_mar_100_Mask": 0.3333, |
|
"eval_mar_large": 0.5954, |
|
"eval_mar_medium": 0.3687, |
|
"eval_mar_small": 0.1871, |
|
"eval_runtime": 4.6553, |
|
"eval_samples_per_second": 32.222, |
|
"eval_steps_per_second": 4.081, |
|
"step": 5243 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"grad_norm": 86.05375671386719, |
|
"learning_rate": 2.5037383177570095e-05, |
|
"loss": 1.0538, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"eval_loss": 1.374691367149353, |
|
"eval_map": 0.2235, |
|
"eval_map_50": 0.4678, |
|
"eval_map_75": 0.1824, |
|
"eval_map_Coverall": 0.5198, |
|
"eval_map_Face_Shield": 0.1498, |
|
"eval_map_Gloves": 0.1553, |
|
"eval_map_Goggles": 0.0658, |
|
"eval_map_Mask": 0.2268, |
|
"eval_map_large": 0.3455, |
|
"eval_map_medium": 0.1741, |
|
"eval_map_small": 0.0559, |
|
"eval_mar_1": 0.251, |
|
"eval_mar_10": 0.4235, |
|
"eval_mar_100": 0.441, |
|
"eval_mar_100_Coverall": 0.6698, |
|
"eval_mar_100_Face_Shield": 0.4658, |
|
"eval_mar_100_Gloves": 0.3688, |
|
"eval_mar_100_Goggles": 0.3646, |
|
"eval_mar_100_Mask": 0.336, |
|
"eval_mar_large": 0.5987, |
|
"eval_mar_medium": 0.3796, |
|
"eval_mar_small": 0.2044, |
|
"eval_runtime": 4.5265, |
|
"eval_samples_per_second": 33.138, |
|
"eval_steps_per_second": 4.197, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"grad_norm": 74.8770751953125, |
|
"learning_rate": 2.4537383177570093e-05, |
|
"loss": 1.073, |
|
"step": 5457 |
|
}, |
|
{ |
|
"epoch": 51.0, |
|
"eval_loss": 1.3669720888137817, |
|
"eval_map": 0.2327, |
|
"eval_map_50": 0.4743, |
|
"eval_map_75": 0.2008, |
|
"eval_map_Coverall": 0.5208, |
|
"eval_map_Face_Shield": 0.1665, |
|
"eval_map_Gloves": 0.153, |
|
"eval_map_Goggles": 0.0708, |
|
"eval_map_Mask": 0.2526, |
|
"eval_map_large": 0.3665, |
|
"eval_map_medium": 0.1921, |
|
"eval_map_small": 0.065, |
|
"eval_mar_1": 0.2572, |
|
"eval_mar_10": 0.4244, |
|
"eval_mar_100": 0.4447, |
|
"eval_mar_100_Coverall": 0.6685, |
|
"eval_mar_100_Face_Shield": 0.4519, |
|
"eval_mar_100_Gloves": 0.3754, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3538, |
|
"eval_mar_large": 0.6049, |
|
"eval_mar_medium": 0.3983, |
|
"eval_mar_small": 0.1842, |
|
"eval_runtime": 4.8688, |
|
"eval_samples_per_second": 30.808, |
|
"eval_steps_per_second": 3.902, |
|
"step": 5457 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"grad_norm": 27.462812423706055, |
|
"learning_rate": 2.4037383177570095e-05, |
|
"loss": 1.046, |
|
"step": 5564 |
|
}, |
|
{ |
|
"epoch": 52.0, |
|
"eval_loss": 1.3740191459655762, |
|
"eval_map": 0.2274, |
|
"eval_map_50": 0.4689, |
|
"eval_map_75": 0.2021, |
|
"eval_map_Coverall": 0.5104, |
|
"eval_map_Face_Shield": 0.1316, |
|
"eval_map_Gloves": 0.1589, |
|
"eval_map_Goggles": 0.085, |
|
"eval_map_Mask": 0.2511, |
|
"eval_map_large": 0.3452, |
|
"eval_map_medium": 0.1893, |
|
"eval_map_small": 0.0699, |
|
"eval_mar_1": 0.2603, |
|
"eval_mar_10": 0.4256, |
|
"eval_mar_100": 0.4417, |
|
"eval_mar_100_Coverall": 0.6599, |
|
"eval_mar_100_Face_Shield": 0.443, |
|
"eval_mar_100_Gloves": 0.3853, |
|
"eval_mar_100_Goggles": 0.3646, |
|
"eval_mar_100_Mask": 0.3556, |
|
"eval_mar_large": 0.6094, |
|
"eval_mar_medium": 0.3834, |
|
"eval_mar_small": 0.1673, |
|
"eval_runtime": 4.5202, |
|
"eval_samples_per_second": 33.185, |
|
"eval_steps_per_second": 4.203, |
|
"step": 5564 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"grad_norm": 114.88365936279297, |
|
"learning_rate": 2.3537383177570093e-05, |
|
"loss": 1.0357, |
|
"step": 5671 |
|
}, |
|
{ |
|
"epoch": 53.0, |
|
"eval_loss": 1.371657371520996, |
|
"eval_map": 0.234, |
|
"eval_map_50": 0.4706, |
|
"eval_map_75": 0.205, |
|
"eval_map_Coverall": 0.5205, |
|
"eval_map_Face_Shield": 0.1471, |
|
"eval_map_Gloves": 0.1758, |
|
"eval_map_Goggles": 0.0706, |
|
"eval_map_Mask": 0.2559, |
|
"eval_map_large": 0.3477, |
|
"eval_map_medium": 0.1915, |
|
"eval_map_small": 0.0707, |
|
"eval_mar_1": 0.2489, |
|
"eval_mar_10": 0.4459, |
|
"eval_mar_100": 0.4583, |
|
"eval_mar_100_Coverall": 0.6752, |
|
"eval_mar_100_Face_Shield": 0.4696, |
|
"eval_mar_100_Gloves": 0.3844, |
|
"eval_mar_100_Goggles": 0.4108, |
|
"eval_mar_100_Mask": 0.3516, |
|
"eval_mar_large": 0.6231, |
|
"eval_mar_medium": 0.4067, |
|
"eval_mar_small": 0.1743, |
|
"eval_runtime": 4.4741, |
|
"eval_samples_per_second": 33.526, |
|
"eval_steps_per_second": 4.247, |
|
"step": 5671 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"grad_norm": 28.55584144592285, |
|
"learning_rate": 2.3037383177570094e-05, |
|
"loss": 1.0409, |
|
"step": 5778 |
|
}, |
|
{ |
|
"epoch": 54.0, |
|
"eval_loss": 1.3340117931365967, |
|
"eval_map": 0.2379, |
|
"eval_map_50": 0.4808, |
|
"eval_map_75": 0.2053, |
|
"eval_map_Coverall": 0.5229, |
|
"eval_map_Face_Shield": 0.1567, |
|
"eval_map_Gloves": 0.1758, |
|
"eval_map_Goggles": 0.078, |
|
"eval_map_Mask": 0.2562, |
|
"eval_map_large": 0.3685, |
|
"eval_map_medium": 0.185, |
|
"eval_map_small": 0.0666, |
|
"eval_mar_1": 0.257, |
|
"eval_mar_10": 0.4239, |
|
"eval_mar_100": 0.4391, |
|
"eval_mar_100_Coverall": 0.6788, |
|
"eval_mar_100_Face_Shield": 0.4519, |
|
"eval_mar_100_Gloves": 0.3853, |
|
"eval_mar_100_Goggles": 0.3246, |
|
"eval_mar_100_Mask": 0.3551, |
|
"eval_mar_large": 0.6022, |
|
"eval_mar_medium": 0.3845, |
|
"eval_mar_small": 0.1809, |
|
"eval_runtime": 5.2091, |
|
"eval_samples_per_second": 28.796, |
|
"eval_steps_per_second": 3.647, |
|
"step": 5778 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"grad_norm": 27.8277645111084, |
|
"learning_rate": 2.2537383177570095e-05, |
|
"loss": 0.9965, |
|
"step": 5885 |
|
}, |
|
{ |
|
"epoch": 55.0, |
|
"eval_loss": 1.3819732666015625, |
|
"eval_map": 0.2278, |
|
"eval_map_50": 0.4612, |
|
"eval_map_75": 0.2021, |
|
"eval_map_Coverall": 0.5011, |
|
"eval_map_Face_Shield": 0.1362, |
|
"eval_map_Gloves": 0.1706, |
|
"eval_map_Goggles": 0.0689, |
|
"eval_map_Mask": 0.262, |
|
"eval_map_large": 0.357, |
|
"eval_map_medium": 0.1874, |
|
"eval_map_small": 0.05, |
|
"eval_mar_1": 0.2588, |
|
"eval_mar_10": 0.4149, |
|
"eval_mar_100": 0.4334, |
|
"eval_mar_100_Coverall": 0.6586, |
|
"eval_mar_100_Face_Shield": 0.4165, |
|
"eval_mar_100_Gloves": 0.3915, |
|
"eval_mar_100_Goggles": 0.3354, |
|
"eval_mar_100_Mask": 0.3649, |
|
"eval_mar_large": 0.5898, |
|
"eval_mar_medium": 0.3901, |
|
"eval_mar_small": 0.1513, |
|
"eval_runtime": 4.4743, |
|
"eval_samples_per_second": 33.525, |
|
"eval_steps_per_second": 4.246, |
|
"step": 5885 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"grad_norm": 62.23020553588867, |
|
"learning_rate": 2.2037383177570093e-05, |
|
"loss": 1.0164, |
|
"step": 5992 |
|
}, |
|
{ |
|
"epoch": 56.0, |
|
"eval_loss": 1.3389455080032349, |
|
"eval_map": 0.2296, |
|
"eval_map_50": 0.4745, |
|
"eval_map_75": 0.2029, |
|
"eval_map_Coverall": 0.5153, |
|
"eval_map_Face_Shield": 0.1461, |
|
"eval_map_Gloves": 0.1701, |
|
"eval_map_Goggles": 0.0799, |
|
"eval_map_Mask": 0.2365, |
|
"eval_map_large": 0.3576, |
|
"eval_map_medium": 0.1839, |
|
"eval_map_small": 0.053, |
|
"eval_mar_1": 0.2526, |
|
"eval_mar_10": 0.4205, |
|
"eval_mar_100": 0.438, |
|
"eval_mar_100_Coverall": 0.6743, |
|
"eval_mar_100_Face_Shield": 0.4203, |
|
"eval_mar_100_Gloves": 0.4062, |
|
"eval_mar_100_Goggles": 0.3462, |
|
"eval_mar_100_Mask": 0.3431, |
|
"eval_mar_large": 0.5991, |
|
"eval_mar_medium": 0.3765, |
|
"eval_mar_small": 0.1948, |
|
"eval_runtime": 4.8339, |
|
"eval_samples_per_second": 31.031, |
|
"eval_steps_per_second": 3.931, |
|
"step": 5992 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"grad_norm": 39.99277114868164, |
|
"learning_rate": 2.1537383177570095e-05, |
|
"loss": 1.0269, |
|
"step": 6099 |
|
}, |
|
{ |
|
"epoch": 57.0, |
|
"eval_loss": 1.3383338451385498, |
|
"eval_map": 0.2428, |
|
"eval_map_50": 0.4846, |
|
"eval_map_75": 0.2082, |
|
"eval_map_Coverall": 0.517, |
|
"eval_map_Face_Shield": 0.1608, |
|
"eval_map_Gloves": 0.1881, |
|
"eval_map_Goggles": 0.0976, |
|
"eval_map_Mask": 0.2505, |
|
"eval_map_large": 0.3809, |
|
"eval_map_medium": 0.1975, |
|
"eval_map_small": 0.0578, |
|
"eval_mar_1": 0.2657, |
|
"eval_mar_10": 0.4294, |
|
"eval_mar_100": 0.4426, |
|
"eval_mar_100_Coverall": 0.6757, |
|
"eval_mar_100_Face_Shield": 0.4532, |
|
"eval_mar_100_Gloves": 0.383, |
|
"eval_mar_100_Goggles": 0.3369, |
|
"eval_mar_100_Mask": 0.364, |
|
"eval_mar_large": 0.6041, |
|
"eval_mar_medium": 0.3911, |
|
"eval_mar_small": 0.1599, |
|
"eval_runtime": 4.5306, |
|
"eval_samples_per_second": 33.108, |
|
"eval_steps_per_second": 4.194, |
|
"step": 6099 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"grad_norm": 50.51243209838867, |
|
"learning_rate": 2.1037383177570093e-05, |
|
"loss": 1.0046, |
|
"step": 6206 |
|
}, |
|
{ |
|
"epoch": 58.0, |
|
"eval_loss": 1.3327350616455078, |
|
"eval_map": 0.242, |
|
"eval_map_50": 0.5002, |
|
"eval_map_75": 0.2153, |
|
"eval_map_Coverall": 0.5332, |
|
"eval_map_Face_Shield": 0.1674, |
|
"eval_map_Gloves": 0.1622, |
|
"eval_map_Goggles": 0.1032, |
|
"eval_map_Mask": 0.2439, |
|
"eval_map_large": 0.3925, |
|
"eval_map_medium": 0.1925, |
|
"eval_map_small": 0.0694, |
|
"eval_mar_1": 0.2554, |
|
"eval_mar_10": 0.4239, |
|
"eval_mar_100": 0.4404, |
|
"eval_mar_100_Coverall": 0.682, |
|
"eval_mar_100_Face_Shield": 0.4595, |
|
"eval_mar_100_Gloves": 0.3629, |
|
"eval_mar_100_Goggles": 0.3415, |
|
"eval_mar_100_Mask": 0.356, |
|
"eval_mar_large": 0.6121, |
|
"eval_mar_medium": 0.3883, |
|
"eval_mar_small": 0.1649, |
|
"eval_runtime": 4.7393, |
|
"eval_samples_per_second": 31.651, |
|
"eval_steps_per_second": 4.009, |
|
"step": 6206 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"grad_norm": 17.650440216064453, |
|
"learning_rate": 2.0537383177570094e-05, |
|
"loss": 0.9824, |
|
"step": 6313 |
|
}, |
|
{ |
|
"epoch": 59.0, |
|
"eval_loss": 1.3145699501037598, |
|
"eval_map": 0.2374, |
|
"eval_map_50": 0.4831, |
|
"eval_map_75": 0.2061, |
|
"eval_map_Coverall": 0.532, |
|
"eval_map_Face_Shield": 0.1447, |
|
"eval_map_Gloves": 0.1729, |
|
"eval_map_Goggles": 0.0735, |
|
"eval_map_Mask": 0.2638, |
|
"eval_map_large": 0.3835, |
|
"eval_map_medium": 0.1987, |
|
"eval_map_small": 0.0489, |
|
"eval_mar_1": 0.2584, |
|
"eval_mar_10": 0.4291, |
|
"eval_mar_100": 0.4468, |
|
"eval_mar_100_Coverall": 0.6811, |
|
"eval_mar_100_Face_Shield": 0.4506, |
|
"eval_mar_100_Gloves": 0.3777, |
|
"eval_mar_100_Goggles": 0.3508, |
|
"eval_mar_100_Mask": 0.3738, |
|
"eval_mar_large": 0.6235, |
|
"eval_mar_medium": 0.405, |
|
"eval_mar_small": 0.1578, |
|
"eval_runtime": 4.4263, |
|
"eval_samples_per_second": 33.888, |
|
"eval_steps_per_second": 4.293, |
|
"step": 6313 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"grad_norm": 29.271841049194336, |
|
"learning_rate": 2.0037383177570092e-05, |
|
"loss": 0.993, |
|
"step": 6420 |
|
}, |
|
{ |
|
"epoch": 60.0, |
|
"eval_loss": 1.3322715759277344, |
|
"eval_map": 0.2473, |
|
"eval_map_50": 0.4911, |
|
"eval_map_75": 0.2301, |
|
"eval_map_Coverall": 0.5446, |
|
"eval_map_Face_Shield": 0.1633, |
|
"eval_map_Gloves": 0.1693, |
|
"eval_map_Goggles": 0.0918, |
|
"eval_map_Mask": 0.2675, |
|
"eval_map_large": 0.3966, |
|
"eval_map_medium": 0.1955, |
|
"eval_map_small": 0.062, |
|
"eval_mar_1": 0.2581, |
|
"eval_mar_10": 0.4351, |
|
"eval_mar_100": 0.4493, |
|
"eval_mar_100_Coverall": 0.6959, |
|
"eval_mar_100_Face_Shield": 0.4494, |
|
"eval_mar_100_Gloves": 0.3741, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3684, |
|
"eval_mar_large": 0.6193, |
|
"eval_mar_medium": 0.399, |
|
"eval_mar_small": 0.1689, |
|
"eval_runtime": 4.5314, |
|
"eval_samples_per_second": 33.102, |
|
"eval_steps_per_second": 4.193, |
|
"step": 6420 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"grad_norm": 63.53146743774414, |
|
"learning_rate": 1.9537383177570097e-05, |
|
"loss": 0.9693, |
|
"step": 6527 |
|
}, |
|
{ |
|
"epoch": 61.0, |
|
"eval_loss": 1.3265830278396606, |
|
"eval_map": 0.2482, |
|
"eval_map_50": 0.5025, |
|
"eval_map_75": 0.2301, |
|
"eval_map_Coverall": 0.531, |
|
"eval_map_Face_Shield": 0.1638, |
|
"eval_map_Gloves": 0.1818, |
|
"eval_map_Goggles": 0.0934, |
|
"eval_map_Mask": 0.271, |
|
"eval_map_large": 0.3887, |
|
"eval_map_medium": 0.208, |
|
"eval_map_small": 0.0719, |
|
"eval_mar_1": 0.2538, |
|
"eval_mar_10": 0.4263, |
|
"eval_mar_100": 0.4394, |
|
"eval_mar_100_Coverall": 0.6739, |
|
"eval_mar_100_Face_Shield": 0.4203, |
|
"eval_mar_100_Gloves": 0.3759, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3702, |
|
"eval_mar_large": 0.6136, |
|
"eval_mar_medium": 0.3829, |
|
"eval_mar_small": 0.1565, |
|
"eval_runtime": 5.7655, |
|
"eval_samples_per_second": 26.017, |
|
"eval_steps_per_second": 3.295, |
|
"step": 6527 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"grad_norm": 31.383743286132812, |
|
"learning_rate": 1.9037383177570095e-05, |
|
"loss": 0.9659, |
|
"step": 6634 |
|
}, |
|
{ |
|
"epoch": 62.0, |
|
"eval_loss": 1.3102582693099976, |
|
"eval_map": 0.2489, |
|
"eval_map_50": 0.5113, |
|
"eval_map_75": 0.2211, |
|
"eval_map_Coverall": 0.5394, |
|
"eval_map_Face_Shield": 0.1635, |
|
"eval_map_Gloves": 0.2051, |
|
"eval_map_Goggles": 0.0788, |
|
"eval_map_Mask": 0.2577, |
|
"eval_map_large": 0.3992, |
|
"eval_map_medium": 0.1974, |
|
"eval_map_small": 0.0613, |
|
"eval_mar_1": 0.2531, |
|
"eval_mar_10": 0.4417, |
|
"eval_mar_100": 0.4587, |
|
"eval_mar_100_Coverall": 0.6874, |
|
"eval_mar_100_Face_Shield": 0.443, |
|
"eval_mar_100_Gloves": 0.4036, |
|
"eval_mar_100_Goggles": 0.3938, |
|
"eval_mar_100_Mask": 0.3658, |
|
"eval_mar_large": 0.6242, |
|
"eval_mar_medium": 0.4077, |
|
"eval_mar_small": 0.1785, |
|
"eval_runtime": 4.6878, |
|
"eval_samples_per_second": 31.998, |
|
"eval_steps_per_second": 4.053, |
|
"step": 6634 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"grad_norm": 22.795122146606445, |
|
"learning_rate": 1.8537383177570093e-05, |
|
"loss": 0.9812, |
|
"step": 6741 |
|
}, |
|
{ |
|
"epoch": 63.0, |
|
"eval_loss": 1.3091082572937012, |
|
"eval_map": 0.2484, |
|
"eval_map_50": 0.5071, |
|
"eval_map_75": 0.2221, |
|
"eval_map_Coverall": 0.5391, |
|
"eval_map_Face_Shield": 0.1971, |
|
"eval_map_Gloves": 0.1813, |
|
"eval_map_Goggles": 0.068, |
|
"eval_map_Mask": 0.2565, |
|
"eval_map_large": 0.3881, |
|
"eval_map_medium": 0.2023, |
|
"eval_map_small": 0.059, |
|
"eval_mar_1": 0.261, |
|
"eval_mar_10": 0.4321, |
|
"eval_mar_100": 0.4472, |
|
"eval_mar_100_Coverall": 0.6842, |
|
"eval_mar_100_Face_Shield": 0.4443, |
|
"eval_mar_100_Gloves": 0.3683, |
|
"eval_mar_100_Goggles": 0.3815, |
|
"eval_mar_100_Mask": 0.3578, |
|
"eval_mar_large": 0.6004, |
|
"eval_mar_medium": 0.4011, |
|
"eval_mar_small": 0.1762, |
|
"eval_runtime": 4.4864, |
|
"eval_samples_per_second": 33.434, |
|
"eval_steps_per_second": 4.235, |
|
"step": 6741 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"grad_norm": 17.415056228637695, |
|
"learning_rate": 1.8037383177570094e-05, |
|
"loss": 0.9443, |
|
"step": 6848 |
|
}, |
|
{ |
|
"epoch": 64.0, |
|
"eval_loss": 1.303446888923645, |
|
"eval_map": 0.255, |
|
"eval_map_50": 0.5053, |
|
"eval_map_75": 0.234, |
|
"eval_map_Coverall": 0.5466, |
|
"eval_map_Face_Shield": 0.1946, |
|
"eval_map_Gloves": 0.196, |
|
"eval_map_Goggles": 0.0808, |
|
"eval_map_Mask": 0.2569, |
|
"eval_map_large": 0.4079, |
|
"eval_map_medium": 0.1967, |
|
"eval_map_small": 0.0655, |
|
"eval_mar_1": 0.2622, |
|
"eval_mar_10": 0.4358, |
|
"eval_mar_100": 0.4519, |
|
"eval_mar_100_Coverall": 0.6932, |
|
"eval_mar_100_Face_Shield": 0.4658, |
|
"eval_mar_100_Gloves": 0.3781, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3653, |
|
"eval_mar_large": 0.6256, |
|
"eval_mar_medium": 0.4023, |
|
"eval_mar_small": 0.1695, |
|
"eval_runtime": 4.6828, |
|
"eval_samples_per_second": 32.032, |
|
"eval_steps_per_second": 4.057, |
|
"step": 6848 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"grad_norm": 23.550146102905273, |
|
"learning_rate": 1.7537383177570092e-05, |
|
"loss": 0.9468, |
|
"step": 6955 |
|
}, |
|
{ |
|
"epoch": 65.0, |
|
"eval_loss": 1.3066874742507935, |
|
"eval_map": 0.2543, |
|
"eval_map_50": 0.5115, |
|
"eval_map_75": 0.2286, |
|
"eval_map_Coverall": 0.5465, |
|
"eval_map_Face_Shield": 0.2078, |
|
"eval_map_Gloves": 0.1787, |
|
"eval_map_Goggles": 0.0851, |
|
"eval_map_Mask": 0.2533, |
|
"eval_map_large": 0.3954, |
|
"eval_map_medium": 0.2185, |
|
"eval_map_small": 0.0509, |
|
"eval_mar_1": 0.2679, |
|
"eval_mar_10": 0.4375, |
|
"eval_mar_100": 0.4469, |
|
"eval_mar_100_Coverall": 0.6806, |
|
"eval_mar_100_Face_Shield": 0.4595, |
|
"eval_mar_100_Gloves": 0.375, |
|
"eval_mar_100_Goggles": 0.3646, |
|
"eval_mar_100_Mask": 0.3547, |
|
"eval_mar_large": 0.6126, |
|
"eval_mar_medium": 0.4035, |
|
"eval_mar_small": 0.1647, |
|
"eval_runtime": 4.5111, |
|
"eval_samples_per_second": 33.252, |
|
"eval_steps_per_second": 4.212, |
|
"step": 6955 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"grad_norm": 60.86380386352539, |
|
"learning_rate": 1.7037383177570094e-05, |
|
"loss": 0.9427, |
|
"step": 7062 |
|
}, |
|
{ |
|
"epoch": 66.0, |
|
"eval_loss": 1.3081978559494019, |
|
"eval_map": 0.2566, |
|
"eval_map_50": 0.5135, |
|
"eval_map_75": 0.2296, |
|
"eval_map_Coverall": 0.5537, |
|
"eval_map_Face_Shield": 0.1822, |
|
"eval_map_Gloves": 0.1903, |
|
"eval_map_Goggles": 0.1002, |
|
"eval_map_Mask": 0.2565, |
|
"eval_map_large": 0.4108, |
|
"eval_map_medium": 0.2056, |
|
"eval_map_small": 0.0582, |
|
"eval_mar_1": 0.2631, |
|
"eval_mar_10": 0.4291, |
|
"eval_mar_100": 0.444, |
|
"eval_mar_100_Coverall": 0.6941, |
|
"eval_mar_100_Face_Shield": 0.4481, |
|
"eval_mar_100_Gloves": 0.3754, |
|
"eval_mar_100_Goggles": 0.3446, |
|
"eval_mar_100_Mask": 0.3578, |
|
"eval_mar_large": 0.6226, |
|
"eval_mar_medium": 0.3932, |
|
"eval_mar_small": 0.164, |
|
"eval_runtime": 4.9081, |
|
"eval_samples_per_second": 30.562, |
|
"eval_steps_per_second": 3.871, |
|
"step": 7062 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"grad_norm": 22.579627990722656, |
|
"learning_rate": 1.6537383177570095e-05, |
|
"loss": 0.9407, |
|
"step": 7169 |
|
}, |
|
{ |
|
"epoch": 67.0, |
|
"eval_loss": 1.2939397096633911, |
|
"eval_map": 0.2554, |
|
"eval_map_50": 0.5046, |
|
"eval_map_75": 0.2354, |
|
"eval_map_Coverall": 0.5447, |
|
"eval_map_Face_Shield": 0.1809, |
|
"eval_map_Gloves": 0.1784, |
|
"eval_map_Goggles": 0.1029, |
|
"eval_map_Mask": 0.2699, |
|
"eval_map_large": 0.3997, |
|
"eval_map_medium": 0.209, |
|
"eval_map_small": 0.0651, |
|
"eval_mar_1": 0.2775, |
|
"eval_mar_10": 0.4442, |
|
"eval_mar_100": 0.459, |
|
"eval_mar_100_Coverall": 0.6883, |
|
"eval_mar_100_Face_Shield": 0.4405, |
|
"eval_mar_100_Gloves": 0.4009, |
|
"eval_mar_100_Goggles": 0.3769, |
|
"eval_mar_100_Mask": 0.3884, |
|
"eval_mar_large": 0.6138, |
|
"eval_mar_medium": 0.4135, |
|
"eval_mar_small": 0.2002, |
|
"eval_runtime": 4.3898, |
|
"eval_samples_per_second": 34.17, |
|
"eval_steps_per_second": 4.328, |
|
"step": 7169 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"grad_norm": 35.03891372680664, |
|
"learning_rate": 1.6037383177570097e-05, |
|
"loss": 0.9415, |
|
"step": 7276 |
|
}, |
|
{ |
|
"epoch": 68.0, |
|
"eval_loss": 1.3124316930770874, |
|
"eval_map": 0.2646, |
|
"eval_map_50": 0.5194, |
|
"eval_map_75": 0.2399, |
|
"eval_map_Coverall": 0.5569, |
|
"eval_map_Face_Shield": 0.1971, |
|
"eval_map_Gloves": 0.1767, |
|
"eval_map_Goggles": 0.1011, |
|
"eval_map_Mask": 0.2914, |
|
"eval_map_large": 0.4107, |
|
"eval_map_medium": 0.2057, |
|
"eval_map_small": 0.0701, |
|
"eval_mar_1": 0.2679, |
|
"eval_mar_10": 0.4475, |
|
"eval_mar_100": 0.4654, |
|
"eval_mar_100_Coverall": 0.6973, |
|
"eval_mar_100_Face_Shield": 0.457, |
|
"eval_mar_100_Gloves": 0.3781, |
|
"eval_mar_100_Goggles": 0.4, |
|
"eval_mar_100_Mask": 0.3947, |
|
"eval_mar_large": 0.6329, |
|
"eval_mar_medium": 0.4028, |
|
"eval_mar_small": 0.2046, |
|
"eval_runtime": 4.7116, |
|
"eval_samples_per_second": 31.836, |
|
"eval_steps_per_second": 4.033, |
|
"step": 7276 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"grad_norm": 75.20771026611328, |
|
"learning_rate": 1.5537383177570095e-05, |
|
"loss": 0.9355, |
|
"step": 7383 |
|
}, |
|
{ |
|
"epoch": 69.0, |
|
"eval_loss": 1.3056902885437012, |
|
"eval_map": 0.2559, |
|
"eval_map_50": 0.5018, |
|
"eval_map_75": 0.2431, |
|
"eval_map_Coverall": 0.564, |
|
"eval_map_Face_Shield": 0.1882, |
|
"eval_map_Gloves": 0.1702, |
|
"eval_map_Goggles": 0.075, |
|
"eval_map_Mask": 0.2823, |
|
"eval_map_large": 0.397, |
|
"eval_map_medium": 0.2078, |
|
"eval_map_small": 0.0678, |
|
"eval_mar_1": 0.2693, |
|
"eval_mar_10": 0.4378, |
|
"eval_mar_100": 0.4526, |
|
"eval_mar_100_Coverall": 0.7054, |
|
"eval_mar_100_Face_Shield": 0.457, |
|
"eval_mar_100_Gloves": 0.3714, |
|
"eval_mar_100_Goggles": 0.3354, |
|
"eval_mar_100_Mask": 0.3938, |
|
"eval_mar_large": 0.6233, |
|
"eval_mar_medium": 0.3913, |
|
"eval_mar_small": 0.2025, |
|
"eval_runtime": 4.4805, |
|
"eval_samples_per_second": 33.479, |
|
"eval_steps_per_second": 4.241, |
|
"step": 7383 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"grad_norm": 17.84351348876953, |
|
"learning_rate": 1.5042056074766356e-05, |
|
"loss": 0.9219, |
|
"step": 7490 |
|
}, |
|
{ |
|
"epoch": 70.0, |
|
"eval_loss": 1.3123762607574463, |
|
"eval_map": 0.2597, |
|
"eval_map_50": 0.5199, |
|
"eval_map_75": 0.237, |
|
"eval_map_Coverall": 0.5355, |
|
"eval_map_Face_Shield": 0.2125, |
|
"eval_map_Gloves": 0.1808, |
|
"eval_map_Goggles": 0.0888, |
|
"eval_map_Mask": 0.2806, |
|
"eval_map_large": 0.3964, |
|
"eval_map_medium": 0.2092, |
|
"eval_map_small": 0.0786, |
|
"eval_mar_1": 0.2741, |
|
"eval_mar_10": 0.4348, |
|
"eval_mar_100": 0.4492, |
|
"eval_mar_100_Coverall": 0.6739, |
|
"eval_mar_100_Face_Shield": 0.4671, |
|
"eval_mar_100_Gloves": 0.3933, |
|
"eval_mar_100_Goggles": 0.3323, |
|
"eval_mar_100_Mask": 0.3796, |
|
"eval_mar_large": 0.6152, |
|
"eval_mar_medium": 0.3894, |
|
"eval_mar_small": 0.1811, |
|
"eval_runtime": 4.7014, |
|
"eval_samples_per_second": 31.905, |
|
"eval_steps_per_second": 4.041, |
|
"step": 7490 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"grad_norm": 33.61662673950195, |
|
"learning_rate": 1.4542056074766355e-05, |
|
"loss": 0.924, |
|
"step": 7597 |
|
}, |
|
{ |
|
"epoch": 71.0, |
|
"eval_loss": 1.2846403121948242, |
|
"eval_map": 0.2617, |
|
"eval_map_50": 0.5187, |
|
"eval_map_75": 0.2391, |
|
"eval_map_Coverall": 0.5557, |
|
"eval_map_Face_Shield": 0.1992, |
|
"eval_map_Gloves": 0.1934, |
|
"eval_map_Goggles": 0.0901, |
|
"eval_map_Mask": 0.2704, |
|
"eval_map_large": 0.4049, |
|
"eval_map_medium": 0.2025, |
|
"eval_map_small": 0.0702, |
|
"eval_mar_1": 0.2746, |
|
"eval_mar_10": 0.4484, |
|
"eval_mar_100": 0.4624, |
|
"eval_mar_100_Coverall": 0.6851, |
|
"eval_mar_100_Face_Shield": 0.4582, |
|
"eval_mar_100_Gloves": 0.3875, |
|
"eval_mar_100_Goggles": 0.4015, |
|
"eval_mar_100_Mask": 0.3796, |
|
"eval_mar_large": 0.6209, |
|
"eval_mar_medium": 0.4033, |
|
"eval_mar_small": 0.197, |
|
"eval_runtime": 4.5225, |
|
"eval_samples_per_second": 33.168, |
|
"eval_steps_per_second": 4.201, |
|
"step": 7597 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"grad_norm": 114.90404510498047, |
|
"learning_rate": 1.4042056074766355e-05, |
|
"loss": 0.9059, |
|
"step": 7704 |
|
}, |
|
{ |
|
"epoch": 72.0, |
|
"eval_loss": 1.303289771080017, |
|
"eval_map": 0.2654, |
|
"eval_map_50": 0.5153, |
|
"eval_map_75": 0.2509, |
|
"eval_map_Coverall": 0.5439, |
|
"eval_map_Face_Shield": 0.2186, |
|
"eval_map_Gloves": 0.1882, |
|
"eval_map_Goggles": 0.0907, |
|
"eval_map_Mask": 0.2857, |
|
"eval_map_large": 0.4047, |
|
"eval_map_medium": 0.2232, |
|
"eval_map_small": 0.0667, |
|
"eval_mar_1": 0.2793, |
|
"eval_mar_10": 0.4522, |
|
"eval_mar_100": 0.4674, |
|
"eval_mar_100_Coverall": 0.6883, |
|
"eval_mar_100_Face_Shield": 0.4861, |
|
"eval_mar_100_Gloves": 0.3893, |
|
"eval_mar_100_Goggles": 0.3892, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.6274, |
|
"eval_mar_medium": 0.4195, |
|
"eval_mar_small": 0.2061, |
|
"eval_runtime": 4.5145, |
|
"eval_samples_per_second": 33.226, |
|
"eval_steps_per_second": 4.209, |
|
"step": 7704 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"grad_norm": 43.59584045410156, |
|
"learning_rate": 1.3542056074766355e-05, |
|
"loss": 0.898, |
|
"step": 7811 |
|
}, |
|
{ |
|
"epoch": 73.0, |
|
"eval_loss": 1.3031864166259766, |
|
"eval_map": 0.2566, |
|
"eval_map_50": 0.5055, |
|
"eval_map_75": 0.2341, |
|
"eval_map_Coverall": 0.5384, |
|
"eval_map_Face_Shield": 0.188, |
|
"eval_map_Gloves": 0.1921, |
|
"eval_map_Goggles": 0.0934, |
|
"eval_map_Mask": 0.271, |
|
"eval_map_large": 0.4023, |
|
"eval_map_medium": 0.1998, |
|
"eval_map_small": 0.0624, |
|
"eval_mar_1": 0.2678, |
|
"eval_mar_10": 0.4448, |
|
"eval_mar_100": 0.4627, |
|
"eval_mar_100_Coverall": 0.677, |
|
"eval_mar_100_Face_Shield": 0.4747, |
|
"eval_mar_100_Gloves": 0.3955, |
|
"eval_mar_100_Goggles": 0.3908, |
|
"eval_mar_100_Mask": 0.3756, |
|
"eval_mar_large": 0.618, |
|
"eval_mar_medium": 0.4065, |
|
"eval_mar_small": 0.2145, |
|
"eval_runtime": 4.6437, |
|
"eval_samples_per_second": 32.302, |
|
"eval_steps_per_second": 4.092, |
|
"step": 7811 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"grad_norm": 28.850845336914062, |
|
"learning_rate": 1.3042056074766356e-05, |
|
"loss": 0.8891, |
|
"step": 7918 |
|
}, |
|
{ |
|
"epoch": 74.0, |
|
"eval_loss": 1.316638708114624, |
|
"eval_map": 0.2575, |
|
"eval_map_50": 0.5163, |
|
"eval_map_75": 0.2318, |
|
"eval_map_Coverall": 0.5505, |
|
"eval_map_Face_Shield": 0.1876, |
|
"eval_map_Gloves": 0.1786, |
|
"eval_map_Goggles": 0.0896, |
|
"eval_map_Mask": 0.2811, |
|
"eval_map_large": 0.3978, |
|
"eval_map_medium": 0.2063, |
|
"eval_map_small": 0.0807, |
|
"eval_mar_1": 0.2714, |
|
"eval_mar_10": 0.4399, |
|
"eval_mar_100": 0.4573, |
|
"eval_mar_100_Coverall": 0.6937, |
|
"eval_mar_100_Face_Shield": 0.462, |
|
"eval_mar_100_Gloves": 0.396, |
|
"eval_mar_100_Goggles": 0.3477, |
|
"eval_mar_100_Mask": 0.3871, |
|
"eval_mar_large": 0.6207, |
|
"eval_mar_medium": 0.405, |
|
"eval_mar_small": 0.2097, |
|
"eval_runtime": 4.5195, |
|
"eval_samples_per_second": 33.189, |
|
"eval_steps_per_second": 4.204, |
|
"step": 7918 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"grad_norm": 28.95099639892578, |
|
"learning_rate": 1.2542056074766356e-05, |
|
"loss": 0.8795, |
|
"step": 8025 |
|
}, |
|
{ |
|
"epoch": 75.0, |
|
"eval_loss": 1.298913598060608, |
|
"eval_map": 0.2629, |
|
"eval_map_50": 0.5072, |
|
"eval_map_75": 0.2471, |
|
"eval_map_Coverall": 0.5572, |
|
"eval_map_Face_Shield": 0.198, |
|
"eval_map_Gloves": 0.1819, |
|
"eval_map_Goggles": 0.0975, |
|
"eval_map_Mask": 0.28, |
|
"eval_map_large": 0.4177, |
|
"eval_map_medium": 0.2137, |
|
"eval_map_small": 0.0777, |
|
"eval_mar_1": 0.2667, |
|
"eval_mar_10": 0.4464, |
|
"eval_mar_100": 0.4623, |
|
"eval_mar_100_Coverall": 0.6973, |
|
"eval_mar_100_Face_Shield": 0.4582, |
|
"eval_mar_100_Gloves": 0.4004, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3818, |
|
"eval_mar_large": 0.6225, |
|
"eval_mar_medium": 0.4086, |
|
"eval_mar_small": 0.2155, |
|
"eval_runtime": 4.5292, |
|
"eval_samples_per_second": 33.119, |
|
"eval_steps_per_second": 4.195, |
|
"step": 8025 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"grad_norm": 24.036800384521484, |
|
"learning_rate": 1.2042056074766356e-05, |
|
"loss": 0.8835, |
|
"step": 8132 |
|
}, |
|
{ |
|
"epoch": 76.0, |
|
"eval_loss": 1.297757625579834, |
|
"eval_map": 0.2714, |
|
"eval_map_50": 0.5307, |
|
"eval_map_75": 0.2606, |
|
"eval_map_Coverall": 0.5548, |
|
"eval_map_Face_Shield": 0.2234, |
|
"eval_map_Gloves": 0.1905, |
|
"eval_map_Goggles": 0.1016, |
|
"eval_map_Mask": 0.2867, |
|
"eval_map_large": 0.4302, |
|
"eval_map_medium": 0.2229, |
|
"eval_map_small": 0.086, |
|
"eval_mar_1": 0.2744, |
|
"eval_mar_10": 0.4566, |
|
"eval_mar_100": 0.4724, |
|
"eval_mar_100_Coverall": 0.6946, |
|
"eval_mar_100_Face_Shield": 0.5038, |
|
"eval_mar_100_Gloves": 0.3964, |
|
"eval_mar_100_Goggles": 0.3831, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.6389, |
|
"eval_mar_medium": 0.4226, |
|
"eval_mar_small": 0.2132, |
|
"eval_runtime": 4.5185, |
|
"eval_samples_per_second": 33.197, |
|
"eval_steps_per_second": 4.205, |
|
"step": 8132 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"grad_norm": 29.30684471130371, |
|
"learning_rate": 1.1546728971962617e-05, |
|
"loss": 0.9, |
|
"step": 8239 |
|
}, |
|
{ |
|
"epoch": 77.0, |
|
"eval_loss": 1.2915796041488647, |
|
"eval_map": 0.2674, |
|
"eval_map_50": 0.5237, |
|
"eval_map_75": 0.242, |
|
"eval_map_Coverall": 0.5506, |
|
"eval_map_Face_Shield": 0.2127, |
|
"eval_map_Gloves": 0.1916, |
|
"eval_map_Goggles": 0.1094, |
|
"eval_map_Mask": 0.2727, |
|
"eval_map_large": 0.4176, |
|
"eval_map_medium": 0.2194, |
|
"eval_map_small": 0.0704, |
|
"eval_mar_1": 0.2639, |
|
"eval_mar_10": 0.4432, |
|
"eval_mar_100": 0.4565, |
|
"eval_mar_100_Coverall": 0.6914, |
|
"eval_mar_100_Face_Shield": 0.4532, |
|
"eval_mar_100_Gloves": 0.4004, |
|
"eval_mar_100_Goggles": 0.36, |
|
"eval_mar_100_Mask": 0.3773, |
|
"eval_mar_large": 0.6091, |
|
"eval_mar_medium": 0.3982, |
|
"eval_mar_small": 0.2424, |
|
"eval_runtime": 4.5194, |
|
"eval_samples_per_second": 33.19, |
|
"eval_steps_per_second": 4.204, |
|
"step": 8239 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"grad_norm": 35.367408752441406, |
|
"learning_rate": 1.1046728971962618e-05, |
|
"loss": 0.8872, |
|
"step": 8346 |
|
}, |
|
{ |
|
"epoch": 78.0, |
|
"eval_loss": 1.2751966714859009, |
|
"eval_map": 0.2744, |
|
"eval_map_50": 0.5395, |
|
"eval_map_75": 0.2546, |
|
"eval_map_Coverall": 0.5543, |
|
"eval_map_Face_Shield": 0.2139, |
|
"eval_map_Gloves": 0.1967, |
|
"eval_map_Goggles": 0.121, |
|
"eval_map_Mask": 0.2864, |
|
"eval_map_large": 0.4319, |
|
"eval_map_medium": 0.2262, |
|
"eval_map_small": 0.0621, |
|
"eval_mar_1": 0.2721, |
|
"eval_mar_10": 0.4467, |
|
"eval_mar_100": 0.4647, |
|
"eval_mar_100_Coverall": 0.6964, |
|
"eval_mar_100_Face_Shield": 0.481, |
|
"eval_mar_100_Gloves": 0.3879, |
|
"eval_mar_100_Goggles": 0.3692, |
|
"eval_mar_100_Mask": 0.3889, |
|
"eval_mar_large": 0.6395, |
|
"eval_mar_medium": 0.4137, |
|
"eval_mar_small": 0.1906, |
|
"eval_runtime": 4.4622, |
|
"eval_samples_per_second": 33.616, |
|
"eval_steps_per_second": 4.258, |
|
"step": 8346 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"grad_norm": 34.51417541503906, |
|
"learning_rate": 1.0546728971962618e-05, |
|
"loss": 0.8767, |
|
"step": 8453 |
|
}, |
|
{ |
|
"epoch": 79.0, |
|
"eval_loss": 1.291632056236267, |
|
"eval_map": 0.2737, |
|
"eval_map_50": 0.5397, |
|
"eval_map_75": 0.2503, |
|
"eval_map_Coverall": 0.5436, |
|
"eval_map_Face_Shield": 0.2175, |
|
"eval_map_Gloves": 0.1985, |
|
"eval_map_Goggles": 0.1219, |
|
"eval_map_Mask": 0.287, |
|
"eval_map_large": 0.4288, |
|
"eval_map_medium": 0.2291, |
|
"eval_map_small": 0.0837, |
|
"eval_mar_1": 0.2797, |
|
"eval_mar_10": 0.4519, |
|
"eval_mar_100": 0.4664, |
|
"eval_mar_100_Coverall": 0.6959, |
|
"eval_mar_100_Face_Shield": 0.4873, |
|
"eval_mar_100_Gloves": 0.392, |
|
"eval_mar_100_Goggles": 0.3631, |
|
"eval_mar_100_Mask": 0.3938, |
|
"eval_mar_large": 0.6321, |
|
"eval_mar_medium": 0.4188, |
|
"eval_mar_small": 0.1945, |
|
"eval_runtime": 4.4598, |
|
"eval_samples_per_second": 33.634, |
|
"eval_steps_per_second": 4.26, |
|
"step": 8453 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"grad_norm": 87.33079528808594, |
|
"learning_rate": 1.0046728971962617e-05, |
|
"loss": 0.8785, |
|
"step": 8560 |
|
}, |
|
{ |
|
"epoch": 80.0, |
|
"eval_loss": 1.3004202842712402, |
|
"eval_map": 0.2719, |
|
"eval_map_50": 0.537, |
|
"eval_map_75": 0.2452, |
|
"eval_map_Coverall": 0.549, |
|
"eval_map_Face_Shield": 0.2249, |
|
"eval_map_Gloves": 0.1836, |
|
"eval_map_Goggles": 0.1143, |
|
"eval_map_Mask": 0.2876, |
|
"eval_map_large": 0.426, |
|
"eval_map_medium": 0.2257, |
|
"eval_map_small": 0.0863, |
|
"eval_mar_1": 0.2821, |
|
"eval_mar_10": 0.4519, |
|
"eval_mar_100": 0.4615, |
|
"eval_mar_100_Coverall": 0.6892, |
|
"eval_mar_100_Face_Shield": 0.4835, |
|
"eval_mar_100_Gloves": 0.3839, |
|
"eval_mar_100_Goggles": 0.3585, |
|
"eval_mar_100_Mask": 0.3924, |
|
"eval_mar_large": 0.6326, |
|
"eval_mar_medium": 0.4125, |
|
"eval_mar_small": 0.1763, |
|
"eval_runtime": 4.4851, |
|
"eval_samples_per_second": 33.444, |
|
"eval_steps_per_second": 4.236, |
|
"step": 8560 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"grad_norm": 37.10089111328125, |
|
"learning_rate": 9.546728971962617e-06, |
|
"loss": 0.8733, |
|
"step": 8667 |
|
}, |
|
{ |
|
"epoch": 81.0, |
|
"eval_loss": 1.2917938232421875, |
|
"eval_map": 0.2688, |
|
"eval_map_50": 0.5325, |
|
"eval_map_75": 0.2473, |
|
"eval_map_Coverall": 0.5406, |
|
"eval_map_Face_Shield": 0.2208, |
|
"eval_map_Gloves": 0.1963, |
|
"eval_map_Goggles": 0.1138, |
|
"eval_map_Mask": 0.2725, |
|
"eval_map_large": 0.421, |
|
"eval_map_medium": 0.2187, |
|
"eval_map_small": 0.0796, |
|
"eval_mar_1": 0.2771, |
|
"eval_mar_10": 0.4499, |
|
"eval_mar_100": 0.4635, |
|
"eval_mar_100_Coverall": 0.6946, |
|
"eval_mar_100_Face_Shield": 0.5038, |
|
"eval_mar_100_Gloves": 0.3893, |
|
"eval_mar_100_Goggles": 0.3554, |
|
"eval_mar_100_Mask": 0.3747, |
|
"eval_mar_large": 0.6206, |
|
"eval_mar_medium": 0.4117, |
|
"eval_mar_small": 0.2144, |
|
"eval_runtime": 4.7161, |
|
"eval_samples_per_second": 31.806, |
|
"eval_steps_per_second": 4.029, |
|
"step": 8667 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"grad_norm": 57.530128479003906, |
|
"learning_rate": 9.046728971962617e-06, |
|
"loss": 0.8823, |
|
"step": 8774 |
|
}, |
|
{ |
|
"epoch": 82.0, |
|
"eval_loss": 1.3055514097213745, |
|
"eval_map": 0.2712, |
|
"eval_map_50": 0.5299, |
|
"eval_map_75": 0.2497, |
|
"eval_map_Coverall": 0.5278, |
|
"eval_map_Face_Shield": 0.2231, |
|
"eval_map_Gloves": 0.1861, |
|
"eval_map_Goggles": 0.1298, |
|
"eval_map_Mask": 0.289, |
|
"eval_map_large": 0.4239, |
|
"eval_map_medium": 0.2287, |
|
"eval_map_small": 0.0651, |
|
"eval_mar_1": 0.2797, |
|
"eval_mar_10": 0.4489, |
|
"eval_mar_100": 0.4588, |
|
"eval_mar_100_Coverall": 0.6869, |
|
"eval_mar_100_Face_Shield": 0.4759, |
|
"eval_mar_100_Gloves": 0.3737, |
|
"eval_mar_100_Goggles": 0.3723, |
|
"eval_mar_100_Mask": 0.3853, |
|
"eval_mar_large": 0.6287, |
|
"eval_mar_medium": 0.4063, |
|
"eval_mar_small": 0.1962, |
|
"eval_runtime": 4.5394, |
|
"eval_samples_per_second": 33.044, |
|
"eval_steps_per_second": 4.186, |
|
"step": 8774 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"grad_norm": 40.17572784423828, |
|
"learning_rate": 8.546728971962617e-06, |
|
"loss": 0.8704, |
|
"step": 8881 |
|
}, |
|
{ |
|
"epoch": 83.0, |
|
"eval_loss": 1.2819072008132935, |
|
"eval_map": 0.2695, |
|
"eval_map_50": 0.5333, |
|
"eval_map_75": 0.2459, |
|
"eval_map_Coverall": 0.5283, |
|
"eval_map_Face_Shield": 0.2208, |
|
"eval_map_Gloves": 0.1939, |
|
"eval_map_Goggles": 0.1213, |
|
"eval_map_Mask": 0.2834, |
|
"eval_map_large": 0.4246, |
|
"eval_map_medium": 0.2255, |
|
"eval_map_small": 0.0779, |
|
"eval_mar_1": 0.279, |
|
"eval_mar_10": 0.4489, |
|
"eval_mar_100": 0.4591, |
|
"eval_mar_100_Coverall": 0.6869, |
|
"eval_mar_100_Face_Shield": 0.4759, |
|
"eval_mar_100_Gloves": 0.3938, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3818, |
|
"eval_mar_large": 0.6371, |
|
"eval_mar_medium": 0.3994, |
|
"eval_mar_small": 0.1888, |
|
"eval_runtime": 4.7624, |
|
"eval_samples_per_second": 31.497, |
|
"eval_steps_per_second": 3.99, |
|
"step": 8881 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"grad_norm": 67.89251708984375, |
|
"learning_rate": 8.046728971962616e-06, |
|
"loss": 0.8465, |
|
"step": 8988 |
|
}, |
|
{ |
|
"epoch": 84.0, |
|
"eval_loss": 1.3032920360565186, |
|
"eval_map": 0.2735, |
|
"eval_map_50": 0.5394, |
|
"eval_map_75": 0.2551, |
|
"eval_map_Coverall": 0.5387, |
|
"eval_map_Face_Shield": 0.2369, |
|
"eval_map_Gloves": 0.1953, |
|
"eval_map_Goggles": 0.1169, |
|
"eval_map_Mask": 0.2797, |
|
"eval_map_large": 0.4277, |
|
"eval_map_medium": 0.2244, |
|
"eval_map_small": 0.0877, |
|
"eval_mar_1": 0.2786, |
|
"eval_mar_10": 0.4465, |
|
"eval_mar_100": 0.4575, |
|
"eval_mar_100_Coverall": 0.6797, |
|
"eval_mar_100_Face_Shield": 0.481, |
|
"eval_mar_100_Gloves": 0.3951, |
|
"eval_mar_100_Goggles": 0.3477, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.633, |
|
"eval_mar_medium": 0.4044, |
|
"eval_mar_small": 0.1802, |
|
"eval_runtime": 4.6364, |
|
"eval_samples_per_second": 32.353, |
|
"eval_steps_per_second": 4.098, |
|
"step": 8988 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"grad_norm": 42.620361328125, |
|
"learning_rate": 7.546728971962618e-06, |
|
"loss": 0.8366, |
|
"step": 9095 |
|
}, |
|
{ |
|
"epoch": 85.0, |
|
"eval_loss": 1.3053295612335205, |
|
"eval_map": 0.2708, |
|
"eval_map_50": 0.531, |
|
"eval_map_75": 0.2427, |
|
"eval_map_Coverall": 0.5338, |
|
"eval_map_Face_Shield": 0.2317, |
|
"eval_map_Gloves": 0.1927, |
|
"eval_map_Goggles": 0.1134, |
|
"eval_map_Mask": 0.2822, |
|
"eval_map_large": 0.4223, |
|
"eval_map_medium": 0.2165, |
|
"eval_map_small": 0.0786, |
|
"eval_mar_1": 0.2723, |
|
"eval_mar_10": 0.4379, |
|
"eval_mar_100": 0.4517, |
|
"eval_mar_100_Coverall": 0.6752, |
|
"eval_mar_100_Face_Shield": 0.4823, |
|
"eval_mar_100_Gloves": 0.375, |
|
"eval_mar_100_Goggles": 0.3477, |
|
"eval_mar_100_Mask": 0.3782, |
|
"eval_mar_large": 0.6049, |
|
"eval_mar_medium": 0.4051, |
|
"eval_mar_small": 0.1898, |
|
"eval_runtime": 4.5287, |
|
"eval_samples_per_second": 33.122, |
|
"eval_steps_per_second": 4.195, |
|
"step": 9095 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"grad_norm": 47.47554397583008, |
|
"learning_rate": 7.046728971962617e-06, |
|
"loss": 0.8491, |
|
"step": 9202 |
|
}, |
|
{ |
|
"epoch": 86.0, |
|
"eval_loss": 1.2839809656143188, |
|
"eval_map": 0.2805, |
|
"eval_map_50": 0.5355, |
|
"eval_map_75": 0.2549, |
|
"eval_map_Coverall": 0.5392, |
|
"eval_map_Face_Shield": 0.2504, |
|
"eval_map_Gloves": 0.2054, |
|
"eval_map_Goggles": 0.1197, |
|
"eval_map_Mask": 0.288, |
|
"eval_map_large": 0.4282, |
|
"eval_map_medium": 0.2341, |
|
"eval_map_small": 0.0783, |
|
"eval_mar_1": 0.2831, |
|
"eval_mar_10": 0.4491, |
|
"eval_mar_100": 0.4645, |
|
"eval_mar_100_Coverall": 0.6811, |
|
"eval_mar_100_Face_Shield": 0.4962, |
|
"eval_mar_100_Gloves": 0.4018, |
|
"eval_mar_100_Goggles": 0.3569, |
|
"eval_mar_100_Mask": 0.3867, |
|
"eval_mar_large": 0.6288, |
|
"eval_mar_medium": 0.4189, |
|
"eval_mar_small": 0.199, |
|
"eval_runtime": 4.5468, |
|
"eval_samples_per_second": 32.99, |
|
"eval_steps_per_second": 4.179, |
|
"step": 9202 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"grad_norm": 34.826171875, |
|
"learning_rate": 6.546728971962616e-06, |
|
"loss": 0.8473, |
|
"step": 9309 |
|
}, |
|
{ |
|
"epoch": 87.0, |
|
"eval_loss": 1.2828906774520874, |
|
"eval_map": 0.2785, |
|
"eval_map_50": 0.5435, |
|
"eval_map_75": 0.2557, |
|
"eval_map_Coverall": 0.538, |
|
"eval_map_Face_Shield": 0.2432, |
|
"eval_map_Gloves": 0.2038, |
|
"eval_map_Goggles": 0.1273, |
|
"eval_map_Mask": 0.2802, |
|
"eval_map_large": 0.4339, |
|
"eval_map_medium": 0.2234, |
|
"eval_map_small": 0.0868, |
|
"eval_mar_1": 0.2807, |
|
"eval_mar_10": 0.4509, |
|
"eval_mar_100": 0.4637, |
|
"eval_mar_100_Coverall": 0.6815, |
|
"eval_mar_100_Face_Shield": 0.4848, |
|
"eval_mar_100_Gloves": 0.3879, |
|
"eval_mar_100_Goggles": 0.3815, |
|
"eval_mar_100_Mask": 0.3827, |
|
"eval_mar_large": 0.6366, |
|
"eval_mar_medium": 0.4085, |
|
"eval_mar_small": 0.2053, |
|
"eval_runtime": 4.7326, |
|
"eval_samples_per_second": 31.695, |
|
"eval_steps_per_second": 4.015, |
|
"step": 9309 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"grad_norm": 28.545520782470703, |
|
"learning_rate": 6.046728971962618e-06, |
|
"loss": 0.844, |
|
"step": 9416 |
|
}, |
|
{ |
|
"epoch": 88.0, |
|
"eval_loss": 1.2750688791275024, |
|
"eval_map": 0.2794, |
|
"eval_map_50": 0.5433, |
|
"eval_map_75": 0.2532, |
|
"eval_map_Coverall": 0.5424, |
|
"eval_map_Face_Shield": 0.2415, |
|
"eval_map_Gloves": 0.2012, |
|
"eval_map_Goggles": 0.1279, |
|
"eval_map_Mask": 0.2842, |
|
"eval_map_large": 0.4367, |
|
"eval_map_medium": 0.2218, |
|
"eval_map_small": 0.0767, |
|
"eval_mar_1": 0.2785, |
|
"eval_mar_10": 0.4568, |
|
"eval_mar_100": 0.4691, |
|
"eval_mar_100_Coverall": 0.6829, |
|
"eval_mar_100_Face_Shield": 0.5051, |
|
"eval_mar_100_Gloves": 0.3969, |
|
"eval_mar_100_Goggles": 0.3754, |
|
"eval_mar_100_Mask": 0.3853, |
|
"eval_mar_large": 0.6326, |
|
"eval_mar_medium": 0.4168, |
|
"eval_mar_small": 0.2101, |
|
"eval_runtime": 4.5587, |
|
"eval_samples_per_second": 32.904, |
|
"eval_steps_per_second": 4.168, |
|
"step": 9416 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"grad_norm": 31.5235595703125, |
|
"learning_rate": 5.546728971962617e-06, |
|
"loss": 0.8411, |
|
"step": 9523 |
|
}, |
|
{ |
|
"epoch": 89.0, |
|
"eval_loss": 1.2843719720840454, |
|
"eval_map": 0.2813, |
|
"eval_map_50": 0.5461, |
|
"eval_map_75": 0.2606, |
|
"eval_map_Coverall": 0.5418, |
|
"eval_map_Face_Shield": 0.2438, |
|
"eval_map_Gloves": 0.2045, |
|
"eval_map_Goggles": 0.1335, |
|
"eval_map_Mask": 0.2831, |
|
"eval_map_large": 0.4414, |
|
"eval_map_medium": 0.2267, |
|
"eval_map_small": 0.0947, |
|
"eval_mar_1": 0.2824, |
|
"eval_mar_10": 0.4511, |
|
"eval_mar_100": 0.4647, |
|
"eval_mar_100_Coverall": 0.6847, |
|
"eval_mar_100_Face_Shield": 0.4911, |
|
"eval_mar_100_Gloves": 0.3969, |
|
"eval_mar_100_Goggles": 0.3662, |
|
"eval_mar_100_Mask": 0.3849, |
|
"eval_mar_large": 0.6306, |
|
"eval_mar_medium": 0.4107, |
|
"eval_mar_small": 0.2043, |
|
"eval_runtime": 4.7078, |
|
"eval_samples_per_second": 31.862, |
|
"eval_steps_per_second": 4.036, |
|
"step": 9523 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"grad_norm": 41.78629684448242, |
|
"learning_rate": 5.046728971962617e-06, |
|
"loss": 0.8375, |
|
"step": 9630 |
|
}, |
|
{ |
|
"epoch": 90.0, |
|
"eval_loss": 1.294876217842102, |
|
"eval_map": 0.2758, |
|
"eval_map_50": 0.5364, |
|
"eval_map_75": 0.2516, |
|
"eval_map_Coverall": 0.5433, |
|
"eval_map_Face_Shield": 0.2321, |
|
"eval_map_Gloves": 0.1937, |
|
"eval_map_Goggles": 0.1287, |
|
"eval_map_Mask": 0.2811, |
|
"eval_map_large": 0.4359, |
|
"eval_map_medium": 0.2251, |
|
"eval_map_small": 0.0942, |
|
"eval_mar_1": 0.2797, |
|
"eval_mar_10": 0.4481, |
|
"eval_mar_100": 0.462, |
|
"eval_mar_100_Coverall": 0.6824, |
|
"eval_mar_100_Face_Shield": 0.481, |
|
"eval_mar_100_Gloves": 0.3929, |
|
"eval_mar_100_Goggles": 0.3677, |
|
"eval_mar_100_Mask": 0.3858, |
|
"eval_mar_large": 0.6303, |
|
"eval_mar_medium": 0.4087, |
|
"eval_mar_small": 0.2091, |
|
"eval_runtime": 4.5094, |
|
"eval_samples_per_second": 33.264, |
|
"eval_steps_per_second": 4.213, |
|
"step": 9630 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"grad_norm": 70.10235595703125, |
|
"learning_rate": 4.546728971962617e-06, |
|
"loss": 0.8338, |
|
"step": 9737 |
|
}, |
|
{ |
|
"epoch": 91.0, |
|
"eval_loss": 1.2828452587127686, |
|
"eval_map": 0.2843, |
|
"eval_map_50": 0.5496, |
|
"eval_map_75": 0.2604, |
|
"eval_map_Coverall": 0.5478, |
|
"eval_map_Face_Shield": 0.2493, |
|
"eval_map_Gloves": 0.2043, |
|
"eval_map_Goggles": 0.1324, |
|
"eval_map_Mask": 0.2877, |
|
"eval_map_large": 0.4388, |
|
"eval_map_medium": 0.2413, |
|
"eval_map_small": 0.0914, |
|
"eval_mar_1": 0.2825, |
|
"eval_mar_10": 0.4592, |
|
"eval_mar_100": 0.4735, |
|
"eval_mar_100_Coverall": 0.6937, |
|
"eval_mar_100_Face_Shield": 0.5025, |
|
"eval_mar_100_Gloves": 0.4071, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3902, |
|
"eval_mar_large": 0.636, |
|
"eval_mar_medium": 0.4261, |
|
"eval_mar_small": 0.2145, |
|
"eval_runtime": 4.7032, |
|
"eval_samples_per_second": 31.893, |
|
"eval_steps_per_second": 4.04, |
|
"step": 9737 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"grad_norm": 60.46908950805664, |
|
"learning_rate": 4.046728971962617e-06, |
|
"loss": 0.83, |
|
"step": 9844 |
|
}, |
|
{ |
|
"epoch": 92.0, |
|
"eval_loss": 1.3002831935882568, |
|
"eval_map": 0.2866, |
|
"eval_map_50": 0.5615, |
|
"eval_map_75": 0.2591, |
|
"eval_map_Coverall": 0.5463, |
|
"eval_map_Face_Shield": 0.2636, |
|
"eval_map_Gloves": 0.2034, |
|
"eval_map_Goggles": 0.1303, |
|
"eval_map_Mask": 0.2896, |
|
"eval_map_large": 0.4329, |
|
"eval_map_medium": 0.244, |
|
"eval_map_small": 0.0747, |
|
"eval_mar_1": 0.2854, |
|
"eval_mar_10": 0.4557, |
|
"eval_mar_100": 0.4687, |
|
"eval_mar_100_Coverall": 0.6914, |
|
"eval_mar_100_Face_Shield": 0.5013, |
|
"eval_mar_100_Gloves": 0.3942, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3827, |
|
"eval_mar_large": 0.6259, |
|
"eval_mar_medium": 0.4222, |
|
"eval_mar_small": 0.1996, |
|
"eval_runtime": 4.3886, |
|
"eval_samples_per_second": 34.18, |
|
"eval_steps_per_second": 4.329, |
|
"step": 9844 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"grad_norm": 21.602642059326172, |
|
"learning_rate": 3.5467289719626174e-06, |
|
"loss": 0.8328, |
|
"step": 9951 |
|
}, |
|
{ |
|
"epoch": 93.0, |
|
"eval_loss": 1.2828487157821655, |
|
"eval_map": 0.288, |
|
"eval_map_50": 0.5537, |
|
"eval_map_75": 0.2649, |
|
"eval_map_Coverall": 0.5568, |
|
"eval_map_Face_Shield": 0.2477, |
|
"eval_map_Gloves": 0.2126, |
|
"eval_map_Goggles": 0.1374, |
|
"eval_map_Mask": 0.2854, |
|
"eval_map_large": 0.4461, |
|
"eval_map_medium": 0.2385, |
|
"eval_map_small": 0.0873, |
|
"eval_mar_1": 0.2819, |
|
"eval_mar_10": 0.4572, |
|
"eval_mar_100": 0.4693, |
|
"eval_mar_100_Coverall": 0.7009, |
|
"eval_mar_100_Face_Shield": 0.4873, |
|
"eval_mar_100_Gloves": 0.4022, |
|
"eval_mar_100_Goggles": 0.3769, |
|
"eval_mar_100_Mask": 0.3791, |
|
"eval_mar_large": 0.6381, |
|
"eval_mar_medium": 0.4181, |
|
"eval_mar_small": 0.186, |
|
"eval_runtime": 4.9032, |
|
"eval_samples_per_second": 30.592, |
|
"eval_steps_per_second": 3.875, |
|
"step": 9951 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"grad_norm": 39.765750885009766, |
|
"learning_rate": 3.046728971962617e-06, |
|
"loss": 0.8267, |
|
"step": 10058 |
|
}, |
|
{ |
|
"epoch": 94.0, |
|
"eval_loss": 1.2746162414550781, |
|
"eval_map": 0.2883, |
|
"eval_map_50": 0.5541, |
|
"eval_map_75": 0.2651, |
|
"eval_map_Coverall": 0.5599, |
|
"eval_map_Face_Shield": 0.249, |
|
"eval_map_Gloves": 0.212, |
|
"eval_map_Goggles": 0.1343, |
|
"eval_map_Mask": 0.2866, |
|
"eval_map_large": 0.4479, |
|
"eval_map_medium": 0.2336, |
|
"eval_map_small": 0.0997, |
|
"eval_mar_1": 0.2809, |
|
"eval_mar_10": 0.4596, |
|
"eval_mar_100": 0.4717, |
|
"eval_mar_100_Coverall": 0.7045, |
|
"eval_mar_100_Face_Shield": 0.4911, |
|
"eval_mar_100_Gloves": 0.4022, |
|
"eval_mar_100_Goggles": 0.3769, |
|
"eval_mar_100_Mask": 0.3836, |
|
"eval_mar_large": 0.6444, |
|
"eval_mar_medium": 0.4129, |
|
"eval_mar_small": 0.2108, |
|
"eval_runtime": 4.4799, |
|
"eval_samples_per_second": 33.483, |
|
"eval_steps_per_second": 4.241, |
|
"step": 10058 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"grad_norm": 29.99859619140625, |
|
"learning_rate": 2.546728971962617e-06, |
|
"loss": 0.8184, |
|
"step": 10165 |
|
}, |
|
{ |
|
"epoch": 95.0, |
|
"eval_loss": 1.2820534706115723, |
|
"eval_map": 0.2885, |
|
"eval_map_50": 0.5582, |
|
"eval_map_75": 0.2654, |
|
"eval_map_Coverall": 0.5595, |
|
"eval_map_Face_Shield": 0.2428, |
|
"eval_map_Gloves": 0.2099, |
|
"eval_map_Goggles": 0.1405, |
|
"eval_map_Mask": 0.29, |
|
"eval_map_large": 0.4466, |
|
"eval_map_medium": 0.2342, |
|
"eval_map_small": 0.0796, |
|
"eval_mar_1": 0.2815, |
|
"eval_mar_10": 0.4591, |
|
"eval_mar_100": 0.4703, |
|
"eval_mar_100_Coverall": 0.7, |
|
"eval_mar_100_Face_Shield": 0.4823, |
|
"eval_mar_100_Gloves": 0.3973, |
|
"eval_mar_100_Goggles": 0.3846, |
|
"eval_mar_100_Mask": 0.3871, |
|
"eval_mar_large": 0.6396, |
|
"eval_mar_medium": 0.4184, |
|
"eval_mar_small": 0.2009, |
|
"eval_runtime": 4.5629, |
|
"eval_samples_per_second": 32.874, |
|
"eval_steps_per_second": 4.164, |
|
"step": 10165 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"grad_norm": 47.74952697753906, |
|
"learning_rate": 2.046728971962617e-06, |
|
"loss": 0.8347, |
|
"step": 10272 |
|
}, |
|
{ |
|
"epoch": 96.0, |
|
"eval_loss": 1.2907272577285767, |
|
"eval_map": 0.2886, |
|
"eval_map_50": 0.5566, |
|
"eval_map_75": 0.2638, |
|
"eval_map_Coverall": 0.5606, |
|
"eval_map_Face_Shield": 0.243, |
|
"eval_map_Gloves": 0.211, |
|
"eval_map_Goggles": 0.1368, |
|
"eval_map_Mask": 0.2915, |
|
"eval_map_large": 0.4469, |
|
"eval_map_medium": 0.2346, |
|
"eval_map_small": 0.0904, |
|
"eval_mar_1": 0.2789, |
|
"eval_mar_10": 0.4536, |
|
"eval_mar_100": 0.4663, |
|
"eval_mar_100_Coverall": 0.7005, |
|
"eval_mar_100_Face_Shield": 0.4785, |
|
"eval_mar_100_Gloves": 0.3955, |
|
"eval_mar_100_Goggles": 0.3708, |
|
"eval_mar_100_Mask": 0.3862, |
|
"eval_mar_large": 0.6404, |
|
"eval_mar_medium": 0.4093, |
|
"eval_mar_small": 0.1899, |
|
"eval_runtime": 4.671, |
|
"eval_samples_per_second": 32.113, |
|
"eval_steps_per_second": 4.068, |
|
"step": 10272 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"grad_norm": 26.979047775268555, |
|
"learning_rate": 1.5467289719626168e-06, |
|
"loss": 0.8128, |
|
"step": 10379 |
|
}, |
|
{ |
|
"epoch": 97.0, |
|
"eval_loss": 1.2761750221252441, |
|
"eval_map": 0.2894, |
|
"eval_map_50": 0.5568, |
|
"eval_map_75": 0.2646, |
|
"eval_map_Coverall": 0.5633, |
|
"eval_map_Face_Shield": 0.2445, |
|
"eval_map_Gloves": 0.2112, |
|
"eval_map_Goggles": 0.1379, |
|
"eval_map_Mask": 0.2902, |
|
"eval_map_large": 0.4477, |
|
"eval_map_medium": 0.2343, |
|
"eval_map_small": 0.094, |
|
"eval_mar_1": 0.2824, |
|
"eval_mar_10": 0.4589, |
|
"eval_mar_100": 0.4704, |
|
"eval_mar_100_Coverall": 0.7005, |
|
"eval_mar_100_Face_Shield": 0.4949, |
|
"eval_mar_100_Gloves": 0.3942, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.3884, |
|
"eval_mar_large": 0.6454, |
|
"eval_mar_medium": 0.4109, |
|
"eval_mar_small": 0.2085, |
|
"eval_runtime": 4.5379, |
|
"eval_samples_per_second": 33.055, |
|
"eval_steps_per_second": 4.187, |
|
"step": 10379 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"grad_norm": 40.89289093017578, |
|
"learning_rate": 1.046728971962617e-06, |
|
"loss": 0.8138, |
|
"step": 10486 |
|
}, |
|
{ |
|
"epoch": 98.0, |
|
"eval_loss": 1.271219253540039, |
|
"eval_map": 0.2856, |
|
"eval_map_50": 0.5452, |
|
"eval_map_75": 0.2679, |
|
"eval_map_Coverall": 0.5633, |
|
"eval_map_Face_Shield": 0.2304, |
|
"eval_map_Gloves": 0.2102, |
|
"eval_map_Goggles": 0.137, |
|
"eval_map_Mask": 0.2873, |
|
"eval_map_large": 0.4444, |
|
"eval_map_medium": 0.2318, |
|
"eval_map_small": 0.0849, |
|
"eval_mar_1": 0.2804, |
|
"eval_mar_10": 0.4581, |
|
"eval_mar_100": 0.4701, |
|
"eval_mar_100_Coverall": 0.7023, |
|
"eval_mar_100_Face_Shield": 0.4937, |
|
"eval_mar_100_Gloves": 0.3978, |
|
"eval_mar_100_Goggles": 0.3754, |
|
"eval_mar_100_Mask": 0.3813, |
|
"eval_mar_large": 0.6402, |
|
"eval_mar_medium": 0.4112, |
|
"eval_mar_small": 0.204, |
|
"eval_runtime": 4.6635, |
|
"eval_samples_per_second": 32.164, |
|
"eval_steps_per_second": 4.074, |
|
"step": 10486 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"grad_norm": 17.547237396240234, |
|
"learning_rate": 5.467289719626168e-07, |
|
"loss": 0.8153, |
|
"step": 10593 |
|
}, |
|
{ |
|
"epoch": 99.0, |
|
"eval_loss": 1.2697569131851196, |
|
"eval_map": 0.2874, |
|
"eval_map_50": 0.5483, |
|
"eval_map_75": 0.2658, |
|
"eval_map_Coverall": 0.5605, |
|
"eval_map_Face_Shield": 0.2384, |
|
"eval_map_Gloves": 0.2089, |
|
"eval_map_Goggles": 0.1397, |
|
"eval_map_Mask": 0.2896, |
|
"eval_map_large": 0.4474, |
|
"eval_map_medium": 0.2323, |
|
"eval_map_small": 0.0861, |
|
"eval_mar_1": 0.282, |
|
"eval_mar_10": 0.4581, |
|
"eval_mar_100": 0.4693, |
|
"eval_mar_100_Coverall": 0.6986, |
|
"eval_mar_100_Face_Shield": 0.4962, |
|
"eval_mar_100_Gloves": 0.3938, |
|
"eval_mar_100_Goggles": 0.3738, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.6407, |
|
"eval_mar_medium": 0.4107, |
|
"eval_mar_small": 0.2069, |
|
"eval_runtime": 4.4938, |
|
"eval_samples_per_second": 33.38, |
|
"eval_steps_per_second": 4.228, |
|
"step": 10593 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"grad_norm": 43.71244812011719, |
|
"learning_rate": 4.672897196261683e-08, |
|
"loss": 0.8216, |
|
"step": 10700 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"eval_loss": 1.2682998180389404, |
|
"eval_map": 0.2876, |
|
"eval_map_50": 0.548, |
|
"eval_map_75": 0.268, |
|
"eval_map_Coverall": 0.5615, |
|
"eval_map_Face_Shield": 0.2396, |
|
"eval_map_Gloves": 0.2085, |
|
"eval_map_Goggles": 0.1386, |
|
"eval_map_Mask": 0.2901, |
|
"eval_map_large": 0.4466, |
|
"eval_map_medium": 0.2337, |
|
"eval_map_small": 0.0849, |
|
"eval_mar_1": 0.2822, |
|
"eval_mar_10": 0.4586, |
|
"eval_mar_100": 0.471, |
|
"eval_mar_100_Coverall": 0.6995, |
|
"eval_mar_100_Face_Shield": 0.5013, |
|
"eval_mar_100_Gloves": 0.3946, |
|
"eval_mar_100_Goggles": 0.3754, |
|
"eval_mar_100_Mask": 0.384, |
|
"eval_mar_large": 0.6399, |
|
"eval_mar_medium": 0.4132, |
|
"eval_mar_small": 0.2103, |
|
"eval_runtime": 4.6841, |
|
"eval_samples_per_second": 32.023, |
|
"eval_steps_per_second": 4.056, |
|
"step": 10700 |
|
}, |
|
{ |
|
"epoch": 100.0, |
|
"step": 10700, |
|
"total_flos": 2.28455679528e+19, |
|
"train_loss": 0.0, |
|
"train_runtime": 0.0724, |
|
"train_samples_per_second": 1174518.979, |
|
"train_steps_per_second": 147851.213 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 10700, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.28455679528e+19, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|