qubvel-hf's picture
qubvel-hf HF staff
End of training
b0d86e5 verified
{
"best_metric": 0.291,
"best_model_checkpoint": "facebook-detr-resnet-50-finetuned-10k-cppe5-manual-pad/checkpoint-9416",
"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": 78.74054718017578,
"learning_rate": 4.952803738317757e-05,
"loss": 2.5235,
"step": 107
},
{
"epoch": 1.0,
"eval_loss": 2.644763231277466,
"eval_map": 0.0127,
"eval_map_50": 0.0362,
"eval_map_75": 0.0088,
"eval_map_Coverall": 0.0557,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0015,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0062,
"eval_map_large": 0.0186,
"eval_map_medium": 0.0022,
"eval_map_small": 0.0018,
"eval_mar_1": 0.0315,
"eval_mar_10": 0.0937,
"eval_mar_100": 0.1298,
"eval_mar_100_Coverall": 0.364,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.0946,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.1902,
"eval_mar_large": 0.1371,
"eval_mar_medium": 0.0888,
"eval_mar_small": 0.0232,
"eval_runtime": 6.1674,
"eval_samples_per_second": 24.321,
"eval_steps_per_second": 3.081,
"step": 107
},
{
"epoch": 2.0,
"grad_norm": 136.02352905273438,
"learning_rate": 4.902803738317757e-05,
"loss": 2.1772,
"step": 214
},
{
"epoch": 2.0,
"eval_loss": 2.2834632396698,
"eval_map": 0.0445,
"eval_map_50": 0.0994,
"eval_map_75": 0.0342,
"eval_map_Coverall": 0.1927,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0115,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0181,
"eval_map_large": 0.0524,
"eval_map_medium": 0.0071,
"eval_map_small": 0.0117,
"eval_mar_1": 0.0749,
"eval_mar_10": 0.1519,
"eval_mar_100": 0.1864,
"eval_mar_100_Coverall": 0.5968,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.1786,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.1564,
"eval_mar_large": 0.2248,
"eval_mar_medium": 0.1059,
"eval_mar_small": 0.0189,
"eval_runtime": 6.2303,
"eval_samples_per_second": 24.076,
"eval_steps_per_second": 3.05,
"step": 214
},
{
"epoch": 3.0,
"grad_norm": 74.92304992675781,
"learning_rate": 4.8528037383177575e-05,
"loss": 1.9857,
"step": 321
},
{
"epoch": 3.0,
"eval_loss": 2.0761735439300537,
"eval_map": 0.0711,
"eval_map_50": 0.1575,
"eval_map_75": 0.0585,
"eval_map_Coverall": 0.2674,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0189,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0691,
"eval_map_large": 0.0738,
"eval_map_medium": 0.0318,
"eval_map_small": 0.0253,
"eval_mar_1": 0.088,
"eval_mar_10": 0.177,
"eval_mar_100": 0.2115,
"eval_mar_100_Coverall": 0.5905,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.1946,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.2724,
"eval_mar_large": 0.2367,
"eval_mar_medium": 0.1367,
"eval_mar_small": 0.0613,
"eval_runtime": 6.0272,
"eval_samples_per_second": 24.887,
"eval_steps_per_second": 3.152,
"step": 321
},
{
"epoch": 4.0,
"grad_norm": 41.9249153137207,
"learning_rate": 4.802803738317757e-05,
"loss": 1.8097,
"step": 428
},
{
"epoch": 4.0,
"eval_loss": 2.0248396396636963,
"eval_map": 0.0773,
"eval_map_50": 0.1786,
"eval_map_75": 0.0598,
"eval_map_Coverall": 0.3053,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0279,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0534,
"eval_map_large": 0.0734,
"eval_map_medium": 0.0322,
"eval_map_small": 0.021,
"eval_mar_1": 0.0866,
"eval_mar_10": 0.1715,
"eval_mar_100": 0.1942,
"eval_mar_100_Coverall": 0.5842,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.1955,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.1911,
"eval_mar_large": 0.2287,
"eval_mar_medium": 0.123,
"eval_mar_small": 0.0285,
"eval_runtime": 6.1657,
"eval_samples_per_second": 24.328,
"eval_steps_per_second": 3.082,
"step": 428
},
{
"epoch": 5.0,
"grad_norm": 41.089202880859375,
"learning_rate": 4.752803738317757e-05,
"loss": 1.7428,
"step": 535
},
{
"epoch": 5.0,
"eval_loss": 1.9147621393203735,
"eval_map": 0.1025,
"eval_map_50": 0.2304,
"eval_map_75": 0.0842,
"eval_map_Coverall": 0.3403,
"eval_map_Face_Shield": 0.0241,
"eval_map_Gloves": 0.0415,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.1066,
"eval_map_large": 0.114,
"eval_map_medium": 0.0602,
"eval_map_small": 0.0196,
"eval_mar_1": 0.121,
"eval_mar_10": 0.2097,
"eval_mar_100": 0.2318,
"eval_mar_100_Coverall": 0.5946,
"eval_mar_100_Face_Shield": 0.0949,
"eval_mar_100_Gloves": 0.2415,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.228,
"eval_mar_large": 0.2943,
"eval_mar_medium": 0.1555,
"eval_mar_small": 0.0439,
"eval_runtime": 6.0976,
"eval_samples_per_second": 24.6,
"eval_steps_per_second": 3.116,
"step": 535
},
{
"epoch": 6.0,
"grad_norm": 56.43024444580078,
"learning_rate": 4.702803738317757e-05,
"loss": 1.6921,
"step": 642
},
{
"epoch": 6.0,
"eval_loss": 1.8969602584838867,
"eval_map": 0.111,
"eval_map_50": 0.2519,
"eval_map_75": 0.0859,
"eval_map_Coverall": 0.3717,
"eval_map_Face_Shield": 0.0317,
"eval_map_Gloves": 0.0397,
"eval_map_Goggles": 0.0002,
"eval_map_Mask": 0.1116,
"eval_map_large": 0.1199,
"eval_map_medium": 0.0688,
"eval_map_small": 0.0349,
"eval_mar_1": 0.1241,
"eval_mar_10": 0.2354,
"eval_mar_100": 0.2563,
"eval_mar_100_Coverall": 0.6072,
"eval_mar_100_Face_Shield": 0.1722,
"eval_mar_100_Gloves": 0.2549,
"eval_mar_100_Goggles": 0.0015,
"eval_mar_100_Mask": 0.2458,
"eval_mar_large": 0.3227,
"eval_mar_medium": 0.1743,
"eval_mar_small": 0.0764,
"eval_runtime": 6.0048,
"eval_samples_per_second": 24.98,
"eval_steps_per_second": 3.164,
"step": 642
},
{
"epoch": 7.0,
"grad_norm": 29.166303634643555,
"learning_rate": 4.6528037383177567e-05,
"loss": 1.562,
"step": 749
},
{
"epoch": 7.0,
"eval_loss": 1.7796785831451416,
"eval_map": 0.1209,
"eval_map_50": 0.2665,
"eval_map_75": 0.0974,
"eval_map_Coverall": 0.3819,
"eval_map_Face_Shield": 0.0348,
"eval_map_Gloves": 0.0349,
"eval_map_Goggles": 0.0051,
"eval_map_Mask": 0.1478,
"eval_map_large": 0.1609,
"eval_map_medium": 0.081,
"eval_map_small": 0.0334,
"eval_mar_1": 0.1371,
"eval_mar_10": 0.2586,
"eval_mar_100": 0.2847,
"eval_mar_100_Coverall": 0.6054,
"eval_mar_100_Face_Shield": 0.2139,
"eval_mar_100_Gloves": 0.2625,
"eval_mar_100_Goggles": 0.0508,
"eval_mar_100_Mask": 0.2907,
"eval_mar_large": 0.3679,
"eval_mar_medium": 0.2192,
"eval_mar_small": 0.0728,
"eval_runtime": 6.2445,
"eval_samples_per_second": 24.021,
"eval_steps_per_second": 3.043,
"step": 749
},
{
"epoch": 8.0,
"grad_norm": 33.20383071899414,
"learning_rate": 4.6028037383177575e-05,
"loss": 1.5582,
"step": 856
},
{
"epoch": 8.0,
"eval_loss": 1.827502965927124,
"eval_map": 0.117,
"eval_map_50": 0.268,
"eval_map_75": 0.0943,
"eval_map_Coverall": 0.3426,
"eval_map_Face_Shield": 0.0523,
"eval_map_Gloves": 0.0436,
"eval_map_Goggles": 0.0134,
"eval_map_Mask": 0.1333,
"eval_map_large": 0.1645,
"eval_map_medium": 0.077,
"eval_map_small": 0.0345,
"eval_mar_1": 0.1504,
"eval_mar_10": 0.2766,
"eval_mar_100": 0.301,
"eval_mar_100_Coverall": 0.5464,
"eval_mar_100_Face_Shield": 0.2582,
"eval_mar_100_Gloves": 0.2817,
"eval_mar_100_Goggles": 0.1215,
"eval_mar_100_Mask": 0.2973,
"eval_mar_large": 0.3998,
"eval_mar_medium": 0.2487,
"eval_mar_small": 0.0713,
"eval_runtime": 6.0034,
"eval_samples_per_second": 24.986,
"eval_steps_per_second": 3.165,
"step": 856
},
{
"epoch": 9.0,
"grad_norm": 67.9119873046875,
"learning_rate": 4.5528037383177576e-05,
"loss": 1.5405,
"step": 963
},
{
"epoch": 9.0,
"eval_loss": 1.7676496505737305,
"eval_map": 0.1184,
"eval_map_50": 0.2725,
"eval_map_75": 0.0868,
"eval_map_Coverall": 0.3739,
"eval_map_Face_Shield": 0.0415,
"eval_map_Gloves": 0.0494,
"eval_map_Goggles": 0.0094,
"eval_map_Mask": 0.1179,
"eval_map_large": 0.1763,
"eval_map_medium": 0.0702,
"eval_map_small": 0.0298,
"eval_mar_1": 0.1488,
"eval_mar_10": 0.2826,
"eval_mar_100": 0.3065,
"eval_mar_100_Coverall": 0.5941,
"eval_mar_100_Face_Shield": 0.2899,
"eval_mar_100_Gloves": 0.2924,
"eval_mar_100_Goggles": 0.0785,
"eval_mar_100_Mask": 0.2778,
"eval_mar_large": 0.3823,
"eval_mar_medium": 0.2407,
"eval_mar_small": 0.0963,
"eval_runtime": 6.2543,
"eval_samples_per_second": 23.984,
"eval_steps_per_second": 3.038,
"step": 963
},
{
"epoch": 10.0,
"grad_norm": 28.126699447631836,
"learning_rate": 4.502803738317757e-05,
"loss": 1.5026,
"step": 1070
},
{
"epoch": 10.0,
"eval_loss": 1.7252185344696045,
"eval_map": 0.1265,
"eval_map_50": 0.2823,
"eval_map_75": 0.1037,
"eval_map_Coverall": 0.3978,
"eval_map_Face_Shield": 0.0393,
"eval_map_Gloves": 0.0556,
"eval_map_Goggles": 0.0042,
"eval_map_Mask": 0.1357,
"eval_map_large": 0.1961,
"eval_map_medium": 0.0765,
"eval_map_small": 0.0324,
"eval_mar_1": 0.138,
"eval_mar_10": 0.285,
"eval_mar_100": 0.3007,
"eval_mar_100_Coverall": 0.5874,
"eval_mar_100_Face_Shield": 0.2861,
"eval_mar_100_Gloves": 0.2576,
"eval_mar_100_Goggles": 0.0985,
"eval_mar_100_Mask": 0.2738,
"eval_mar_large": 0.4382,
"eval_mar_medium": 0.2252,
"eval_mar_small": 0.0647,
"eval_runtime": 6.067,
"eval_samples_per_second": 24.724,
"eval_steps_per_second": 3.132,
"step": 1070
},
{
"epoch": 11.0,
"grad_norm": 334.6712341308594,
"learning_rate": 4.452803738317757e-05,
"loss": 1.4403,
"step": 1177
},
{
"epoch": 11.0,
"eval_loss": 1.736090064048767,
"eval_map": 0.1199,
"eval_map_50": 0.2791,
"eval_map_75": 0.0884,
"eval_map_Coverall": 0.3841,
"eval_map_Face_Shield": 0.038,
"eval_map_Gloves": 0.0592,
"eval_map_Goggles": 0.0129,
"eval_map_Mask": 0.1056,
"eval_map_large": 0.1999,
"eval_map_medium": 0.0732,
"eval_map_small": 0.0234,
"eval_mar_1": 0.1517,
"eval_mar_10": 0.3069,
"eval_mar_100": 0.3293,
"eval_mar_100_Coverall": 0.5995,
"eval_mar_100_Face_Shield": 0.3241,
"eval_mar_100_Gloves": 0.2875,
"eval_mar_100_Goggles": 0.1954,
"eval_mar_100_Mask": 0.24,
"eval_mar_large": 0.4316,
"eval_mar_medium": 0.2784,
"eval_mar_small": 0.0753,
"eval_runtime": 6.2043,
"eval_samples_per_second": 24.177,
"eval_steps_per_second": 3.062,
"step": 1177
},
{
"epoch": 12.0,
"grad_norm": 59.84819793701172,
"learning_rate": 4.4028037383177574e-05,
"loss": 1.4051,
"step": 1284
},
{
"epoch": 12.0,
"eval_loss": 1.5740268230438232,
"eval_map": 0.1467,
"eval_map_50": 0.3189,
"eval_map_75": 0.1239,
"eval_map_Coverall": 0.4522,
"eval_map_Face_Shield": 0.0392,
"eval_map_Gloves": 0.0735,
"eval_map_Goggles": 0.0106,
"eval_map_Mask": 0.1578,
"eval_map_large": 0.2063,
"eval_map_medium": 0.0857,
"eval_map_small": 0.0416,
"eval_mar_1": 0.1682,
"eval_mar_10": 0.3084,
"eval_mar_100": 0.323,
"eval_mar_100_Coverall": 0.6239,
"eval_mar_100_Face_Shield": 0.2937,
"eval_mar_100_Gloves": 0.2634,
"eval_mar_100_Goggles": 0.14,
"eval_mar_100_Mask": 0.2942,
"eval_mar_large": 0.4572,
"eval_mar_medium": 0.2503,
"eval_mar_small": 0.0723,
"eval_runtime": 6.0774,
"eval_samples_per_second": 24.682,
"eval_steps_per_second": 3.126,
"step": 1284
},
{
"epoch": 13.0,
"grad_norm": 76.27055358886719,
"learning_rate": 4.3528037383177575e-05,
"loss": 1.3669,
"step": 1391
},
{
"epoch": 13.0,
"eval_loss": 1.5854493379592896,
"eval_map": 0.153,
"eval_map_50": 0.3248,
"eval_map_75": 0.1295,
"eval_map_Coverall": 0.4379,
"eval_map_Face_Shield": 0.0644,
"eval_map_Gloves": 0.0593,
"eval_map_Goggles": 0.0169,
"eval_map_Mask": 0.1865,
"eval_map_large": 0.2503,
"eval_map_medium": 0.1122,
"eval_map_small": 0.0596,
"eval_mar_1": 0.1956,
"eval_mar_10": 0.3474,
"eval_mar_100": 0.3729,
"eval_mar_100_Coverall": 0.6153,
"eval_mar_100_Face_Shield": 0.3329,
"eval_mar_100_Gloves": 0.2978,
"eval_mar_100_Goggles": 0.2938,
"eval_mar_100_Mask": 0.3249,
"eval_mar_large": 0.5133,
"eval_mar_medium": 0.3226,
"eval_mar_small": 0.151,
"eval_runtime": 6.3065,
"eval_samples_per_second": 23.785,
"eval_steps_per_second": 3.013,
"step": 1391
},
{
"epoch": 14.0,
"grad_norm": 57.17148971557617,
"learning_rate": 4.302803738317757e-05,
"loss": 1.3682,
"step": 1498
},
{
"epoch": 14.0,
"eval_loss": 1.5955312252044678,
"eval_map": 0.1453,
"eval_map_50": 0.3237,
"eval_map_75": 0.1179,
"eval_map_Coverall": 0.4334,
"eval_map_Face_Shield": 0.0616,
"eval_map_Gloves": 0.0621,
"eval_map_Goggles": 0.0086,
"eval_map_Mask": 0.1608,
"eval_map_large": 0.2062,
"eval_map_medium": 0.0961,
"eval_map_small": 0.0361,
"eval_mar_1": 0.1651,
"eval_mar_10": 0.3247,
"eval_mar_100": 0.3451,
"eval_mar_100_Coverall": 0.6198,
"eval_mar_100_Face_Shield": 0.3608,
"eval_mar_100_Gloves": 0.2902,
"eval_mar_100_Goggles": 0.1615,
"eval_mar_100_Mask": 0.2933,
"eval_mar_large": 0.5109,
"eval_mar_medium": 0.2697,
"eval_mar_small": 0.0913,
"eval_runtime": 6.0338,
"eval_samples_per_second": 24.86,
"eval_steps_per_second": 3.149,
"step": 1498
},
{
"epoch": 15.0,
"grad_norm": 70.41317749023438,
"learning_rate": 4.252803738317757e-05,
"loss": 1.346,
"step": 1605
},
{
"epoch": 15.0,
"eval_loss": 1.608486533164978,
"eval_map": 0.1538,
"eval_map_50": 0.3293,
"eval_map_75": 0.1279,
"eval_map_Coverall": 0.4428,
"eval_map_Face_Shield": 0.0468,
"eval_map_Gloves": 0.0755,
"eval_map_Goggles": 0.0258,
"eval_map_Mask": 0.1783,
"eval_map_large": 0.2537,
"eval_map_medium": 0.1114,
"eval_map_small": 0.0405,
"eval_mar_1": 0.1908,
"eval_mar_10": 0.3577,
"eval_mar_100": 0.3792,
"eval_mar_100_Coverall": 0.6572,
"eval_mar_100_Face_Shield": 0.3772,
"eval_mar_100_Gloves": 0.3129,
"eval_mar_100_Goggles": 0.2431,
"eval_mar_100_Mask": 0.3058,
"eval_mar_large": 0.5916,
"eval_mar_medium": 0.3021,
"eval_mar_small": 0.0964,
"eval_runtime": 6.4432,
"eval_samples_per_second": 23.28,
"eval_steps_per_second": 2.949,
"step": 1605
},
{
"epoch": 16.0,
"grad_norm": 43.216392517089844,
"learning_rate": 4.202803738317757e-05,
"loss": 1.3122,
"step": 1712
},
{
"epoch": 16.0,
"eval_loss": 1.5726858377456665,
"eval_map": 0.1437,
"eval_map_50": 0.3377,
"eval_map_75": 0.1051,
"eval_map_Coverall": 0.4193,
"eval_map_Face_Shield": 0.0604,
"eval_map_Gloves": 0.0702,
"eval_map_Goggles": 0.0214,
"eval_map_Mask": 0.1471,
"eval_map_large": 0.2305,
"eval_map_medium": 0.0856,
"eval_map_small": 0.0347,
"eval_mar_1": 0.1729,
"eval_mar_10": 0.3383,
"eval_mar_100": 0.357,
"eval_mar_100_Coverall": 0.6275,
"eval_mar_100_Face_Shield": 0.3342,
"eval_mar_100_Gloves": 0.2839,
"eval_mar_100_Goggles": 0.2692,
"eval_mar_100_Mask": 0.2702,
"eval_mar_large": 0.5172,
"eval_mar_medium": 0.2789,
"eval_mar_small": 0.0949,
"eval_runtime": 6.2279,
"eval_samples_per_second": 24.085,
"eval_steps_per_second": 3.051,
"step": 1712
},
{
"epoch": 17.0,
"grad_norm": 26.988391876220703,
"learning_rate": 4.1528037383177574e-05,
"loss": 1.2748,
"step": 1819
},
{
"epoch": 17.0,
"eval_loss": 1.5234307050704956,
"eval_map": 0.1722,
"eval_map_50": 0.3765,
"eval_map_75": 0.128,
"eval_map_Coverall": 0.4324,
"eval_map_Face_Shield": 0.096,
"eval_map_Gloves": 0.0915,
"eval_map_Goggles": 0.0413,
"eval_map_Mask": 0.1997,
"eval_map_large": 0.2685,
"eval_map_medium": 0.1206,
"eval_map_small": 0.0803,
"eval_mar_1": 0.2121,
"eval_mar_10": 0.374,
"eval_mar_100": 0.3911,
"eval_mar_100_Coverall": 0.6505,
"eval_mar_100_Face_Shield": 0.3595,
"eval_mar_100_Gloves": 0.2763,
"eval_mar_100_Goggles": 0.3323,
"eval_mar_100_Mask": 0.3369,
"eval_mar_large": 0.5623,
"eval_mar_medium": 0.3148,
"eval_mar_small": 0.1284,
"eval_runtime": 6.4986,
"eval_samples_per_second": 23.082,
"eval_steps_per_second": 2.924,
"step": 1819
},
{
"epoch": 18.0,
"grad_norm": 25.03714942932129,
"learning_rate": 4.102803738317757e-05,
"loss": 1.2639,
"step": 1926
},
{
"epoch": 18.0,
"eval_loss": 1.5190160274505615,
"eval_map": 0.1732,
"eval_map_50": 0.3751,
"eval_map_75": 0.1449,
"eval_map_Coverall": 0.4713,
"eval_map_Face_Shield": 0.0866,
"eval_map_Gloves": 0.0962,
"eval_map_Goggles": 0.0212,
"eval_map_Mask": 0.1905,
"eval_map_large": 0.2875,
"eval_map_medium": 0.1178,
"eval_map_small": 0.0848,
"eval_mar_1": 0.2034,
"eval_mar_10": 0.3612,
"eval_mar_100": 0.3807,
"eval_mar_100_Coverall": 0.6315,
"eval_mar_100_Face_Shield": 0.3544,
"eval_mar_100_Gloves": 0.3272,
"eval_mar_100_Goggles": 0.26,
"eval_mar_100_Mask": 0.3302,
"eval_mar_large": 0.5501,
"eval_mar_medium": 0.3203,
"eval_mar_small": 0.1424,
"eval_runtime": 6.1833,
"eval_samples_per_second": 24.259,
"eval_steps_per_second": 3.073,
"step": 1926
},
{
"epoch": 19.0,
"grad_norm": 38.032108306884766,
"learning_rate": 4.052803738317757e-05,
"loss": 1.2425,
"step": 2033
},
{
"epoch": 19.0,
"eval_loss": 1.5584540367126465,
"eval_map": 0.1836,
"eval_map_50": 0.374,
"eval_map_75": 0.1554,
"eval_map_Coverall": 0.4745,
"eval_map_Face_Shield": 0.0719,
"eval_map_Gloves": 0.1053,
"eval_map_Goggles": 0.0566,
"eval_map_Mask": 0.2096,
"eval_map_large": 0.2946,
"eval_map_medium": 0.1313,
"eval_map_small": 0.0796,
"eval_mar_1": 0.2113,
"eval_mar_10": 0.3768,
"eval_mar_100": 0.391,
"eval_mar_100_Coverall": 0.6347,
"eval_mar_100_Face_Shield": 0.3747,
"eval_mar_100_Gloves": 0.3138,
"eval_mar_100_Goggles": 0.2969,
"eval_mar_100_Mask": 0.3351,
"eval_mar_large": 0.5847,
"eval_mar_medium": 0.3159,
"eval_mar_small": 0.1461,
"eval_runtime": 6.3486,
"eval_samples_per_second": 23.627,
"eval_steps_per_second": 2.993,
"step": 2033
},
{
"epoch": 20.0,
"grad_norm": 61.022674560546875,
"learning_rate": 4.002803738317757e-05,
"loss": 1.265,
"step": 2140
},
{
"epoch": 20.0,
"eval_loss": 1.5211795568466187,
"eval_map": 0.1739,
"eval_map_50": 0.3864,
"eval_map_75": 0.134,
"eval_map_Coverall": 0.4385,
"eval_map_Face_Shield": 0.1175,
"eval_map_Gloves": 0.099,
"eval_map_Goggles": 0.0213,
"eval_map_Mask": 0.1934,
"eval_map_large": 0.272,
"eval_map_medium": 0.1187,
"eval_map_small": 0.0502,
"eval_mar_1": 0.2054,
"eval_mar_10": 0.368,
"eval_mar_100": 0.3843,
"eval_mar_100_Coverall": 0.6239,
"eval_mar_100_Face_Shield": 0.3494,
"eval_mar_100_Gloves": 0.3165,
"eval_mar_100_Goggles": 0.3108,
"eval_mar_100_Mask": 0.3209,
"eval_mar_large": 0.5844,
"eval_mar_medium": 0.3001,
"eval_mar_small": 0.1314,
"eval_runtime": 6.1182,
"eval_samples_per_second": 24.517,
"eval_steps_per_second": 3.105,
"step": 2140
},
{
"epoch": 21.0,
"grad_norm": 64.17314147949219,
"learning_rate": 3.952803738317757e-05,
"loss": 1.2125,
"step": 2247
},
{
"epoch": 21.0,
"eval_loss": 1.5034652948379517,
"eval_map": 0.1819,
"eval_map_50": 0.386,
"eval_map_75": 0.1533,
"eval_map_Coverall": 0.4446,
"eval_map_Face_Shield": 0.1118,
"eval_map_Gloves": 0.1022,
"eval_map_Goggles": 0.0293,
"eval_map_Mask": 0.2213,
"eval_map_large": 0.3,
"eval_map_medium": 0.1241,
"eval_map_small": 0.0646,
"eval_mar_1": 0.232,
"eval_mar_10": 0.3818,
"eval_mar_100": 0.3982,
"eval_mar_100_Coverall": 0.6396,
"eval_mar_100_Face_Shield": 0.3734,
"eval_mar_100_Gloves": 0.3,
"eval_mar_100_Goggles": 0.3385,
"eval_mar_100_Mask": 0.3396,
"eval_mar_large": 0.5885,
"eval_mar_medium": 0.3256,
"eval_mar_small": 0.1329,
"eval_runtime": 6.4029,
"eval_samples_per_second": 23.427,
"eval_steps_per_second": 2.967,
"step": 2247
},
{
"epoch": 22.0,
"grad_norm": 38.88459777832031,
"learning_rate": 3.9028037383177574e-05,
"loss": 1.1828,
"step": 2354
},
{
"epoch": 22.0,
"eval_loss": 1.5138953924179077,
"eval_map": 0.1809,
"eval_map_50": 0.3929,
"eval_map_75": 0.1458,
"eval_map_Coverall": 0.4583,
"eval_map_Face_Shield": 0.1001,
"eval_map_Gloves": 0.1195,
"eval_map_Goggles": 0.0236,
"eval_map_Mask": 0.2032,
"eval_map_large": 0.3109,
"eval_map_medium": 0.1283,
"eval_map_small": 0.0587,
"eval_mar_1": 0.2154,
"eval_mar_10": 0.3641,
"eval_mar_100": 0.3787,
"eval_mar_100_Coverall": 0.5982,
"eval_mar_100_Face_Shield": 0.3304,
"eval_mar_100_Gloves": 0.3487,
"eval_mar_100_Goggles": 0.2969,
"eval_mar_100_Mask": 0.3191,
"eval_mar_large": 0.5904,
"eval_mar_medium": 0.3251,
"eval_mar_small": 0.1174,
"eval_runtime": 6.1325,
"eval_samples_per_second": 24.46,
"eval_steps_per_second": 3.098,
"step": 2354
},
{
"epoch": 23.0,
"grad_norm": Infinity,
"learning_rate": 3.853271028037383e-05,
"loss": 1.1895,
"step": 2461
},
{
"epoch": 23.0,
"eval_loss": 1.4818097352981567,
"eval_map": 0.1958,
"eval_map_50": 0.4092,
"eval_map_75": 0.1621,
"eval_map_Coverall": 0.479,
"eval_map_Face_Shield": 0.1104,
"eval_map_Gloves": 0.1277,
"eval_map_Goggles": 0.0402,
"eval_map_Mask": 0.2219,
"eval_map_large": 0.318,
"eval_map_medium": 0.1508,
"eval_map_small": 0.0763,
"eval_mar_1": 0.2278,
"eval_mar_10": 0.3804,
"eval_mar_100": 0.4006,
"eval_mar_100_Coverall": 0.6293,
"eval_mar_100_Face_Shield": 0.3481,
"eval_mar_100_Gloves": 0.3688,
"eval_mar_100_Goggles": 0.3138,
"eval_mar_100_Mask": 0.3431,
"eval_mar_large": 0.5998,
"eval_mar_medium": 0.3439,
"eval_mar_small": 0.1805,
"eval_runtime": 6.4211,
"eval_samples_per_second": 23.361,
"eval_steps_per_second": 2.959,
"step": 2461
},
{
"epoch": 24.0,
"grad_norm": 33.35174560546875,
"learning_rate": 3.8032710280373835e-05,
"loss": 1.1927,
"step": 2568
},
{
"epoch": 24.0,
"eval_loss": 1.6128544807434082,
"eval_map": 0.1802,
"eval_map_50": 0.3812,
"eval_map_75": 0.1469,
"eval_map_Coverall": 0.4696,
"eval_map_Face_Shield": 0.058,
"eval_map_Gloves": 0.1091,
"eval_map_Goggles": 0.045,
"eval_map_Mask": 0.2195,
"eval_map_large": 0.3023,
"eval_map_medium": 0.1201,
"eval_map_small": 0.0618,
"eval_mar_1": 0.2074,
"eval_mar_10": 0.3456,
"eval_mar_100": 0.3553,
"eval_mar_100_Coverall": 0.6297,
"eval_mar_100_Face_Shield": 0.2608,
"eval_mar_100_Gloves": 0.2942,
"eval_mar_100_Goggles": 0.2677,
"eval_mar_100_Mask": 0.324,
"eval_mar_large": 0.5605,
"eval_mar_medium": 0.2784,
"eval_mar_small": 0.1132,
"eval_runtime": 6.1603,
"eval_samples_per_second": 24.349,
"eval_steps_per_second": 3.084,
"step": 2568
},
{
"epoch": 25.0,
"grad_norm": 85.6270523071289,
"learning_rate": 3.7532710280373836e-05,
"loss": 1.197,
"step": 2675
},
{
"epoch": 25.0,
"eval_loss": 1.457564115524292,
"eval_map": 0.2014,
"eval_map_50": 0.4065,
"eval_map_75": 0.1769,
"eval_map_Coverall": 0.508,
"eval_map_Face_Shield": 0.1037,
"eval_map_Gloves": 0.1245,
"eval_map_Goggles": 0.0298,
"eval_map_Mask": 0.241,
"eval_map_large": 0.3362,
"eval_map_medium": 0.1545,
"eval_map_small": 0.0793,
"eval_mar_1": 0.2357,
"eval_mar_10": 0.3998,
"eval_mar_100": 0.4178,
"eval_mar_100_Coverall": 0.655,
"eval_mar_100_Face_Shield": 0.3924,
"eval_mar_100_Gloves": 0.3545,
"eval_mar_100_Goggles": 0.3323,
"eval_mar_100_Mask": 0.3547,
"eval_mar_large": 0.6152,
"eval_mar_medium": 0.3441,
"eval_mar_small": 0.2175,
"eval_runtime": 6.4155,
"eval_samples_per_second": 23.381,
"eval_steps_per_second": 2.962,
"step": 2675
},
{
"epoch": 26.0,
"grad_norm": 371.0565490722656,
"learning_rate": 3.703271028037383e-05,
"loss": 1.1583,
"step": 2782
},
{
"epoch": 26.0,
"eval_loss": 1.4889376163482666,
"eval_map": 0.1735,
"eval_map_50": 0.3811,
"eval_map_75": 0.1437,
"eval_map_Coverall": 0.474,
"eval_map_Face_Shield": 0.058,
"eval_map_Gloves": 0.1219,
"eval_map_Goggles": 0.0269,
"eval_map_Mask": 0.1868,
"eval_map_large": 0.3269,
"eval_map_medium": 0.1085,
"eval_map_small": 0.0674,
"eval_mar_1": 0.2226,
"eval_mar_10": 0.3668,
"eval_mar_100": 0.3756,
"eval_mar_100_Coverall": 0.6144,
"eval_mar_100_Face_Shield": 0.3443,
"eval_mar_100_Gloves": 0.3143,
"eval_mar_100_Goggles": 0.3,
"eval_mar_100_Mask": 0.3049,
"eval_mar_large": 0.6292,
"eval_mar_medium": 0.2868,
"eval_mar_small": 0.1439,
"eval_runtime": 6.1996,
"eval_samples_per_second": 24.195,
"eval_steps_per_second": 3.065,
"step": 2782
},
{
"epoch": 27.0,
"grad_norm": 33.268646240234375,
"learning_rate": 3.653271028037383e-05,
"loss": 1.1499,
"step": 2889
},
{
"epoch": 27.0,
"eval_loss": 1.434661626815796,
"eval_map": 0.2037,
"eval_map_50": 0.4082,
"eval_map_75": 0.1733,
"eval_map_Coverall": 0.4832,
"eval_map_Face_Shield": 0.1314,
"eval_map_Gloves": 0.1373,
"eval_map_Goggles": 0.0354,
"eval_map_Mask": 0.2314,
"eval_map_large": 0.3509,
"eval_map_medium": 0.147,
"eval_map_small": 0.0669,
"eval_mar_1": 0.2402,
"eval_mar_10": 0.3981,
"eval_mar_100": 0.4132,
"eval_mar_100_Coverall": 0.6216,
"eval_mar_100_Face_Shield": 0.4101,
"eval_mar_100_Gloves": 0.3723,
"eval_mar_100_Goggles": 0.3369,
"eval_mar_100_Mask": 0.3249,
"eval_mar_large": 0.648,
"eval_mar_medium": 0.3412,
"eval_mar_small": 0.1432,
"eval_runtime": 6.4977,
"eval_samples_per_second": 23.085,
"eval_steps_per_second": 2.924,
"step": 2889
},
{
"epoch": 28.0,
"grad_norm": 62.055397033691406,
"learning_rate": 3.6032710280373834e-05,
"loss": 1.1175,
"step": 2996
},
{
"epoch": 28.0,
"eval_loss": 1.462120532989502,
"eval_map": 0.2074,
"eval_map_50": 0.4218,
"eval_map_75": 0.1855,
"eval_map_Coverall": 0.5008,
"eval_map_Face_Shield": 0.1259,
"eval_map_Gloves": 0.1371,
"eval_map_Goggles": 0.0395,
"eval_map_Mask": 0.2335,
"eval_map_large": 0.3311,
"eval_map_medium": 0.1509,
"eval_map_small": 0.0594,
"eval_mar_1": 0.2358,
"eval_mar_10": 0.3946,
"eval_mar_100": 0.4058,
"eval_mar_100_Coverall": 0.6356,
"eval_mar_100_Face_Shield": 0.3873,
"eval_mar_100_Gloves": 0.3491,
"eval_mar_100_Goggles": 0.3169,
"eval_mar_100_Mask": 0.34,
"eval_mar_large": 0.641,
"eval_mar_medium": 0.3301,
"eval_mar_small": 0.1261,
"eval_runtime": 6.137,
"eval_samples_per_second": 24.442,
"eval_steps_per_second": 3.096,
"step": 2996
},
{
"epoch": 29.0,
"grad_norm": 17.834104537963867,
"learning_rate": 3.5532710280373835e-05,
"loss": 1.1057,
"step": 3103
},
{
"epoch": 29.0,
"eval_loss": 1.4044420719146729,
"eval_map": 0.2045,
"eval_map_50": 0.4302,
"eval_map_75": 0.1851,
"eval_map_Coverall": 0.496,
"eval_map_Face_Shield": 0.1378,
"eval_map_Gloves": 0.1402,
"eval_map_Goggles": 0.038,
"eval_map_Mask": 0.2102,
"eval_map_large": 0.3482,
"eval_map_medium": 0.1609,
"eval_map_small": 0.0604,
"eval_mar_1": 0.2308,
"eval_mar_10": 0.3939,
"eval_mar_100": 0.4041,
"eval_mar_100_Coverall": 0.6392,
"eval_mar_100_Face_Shield": 0.3924,
"eval_mar_100_Gloves": 0.3509,
"eval_mar_100_Goggles": 0.3123,
"eval_mar_100_Mask": 0.3258,
"eval_mar_large": 0.6012,
"eval_mar_medium": 0.3389,
"eval_mar_small": 0.1818,
"eval_runtime": 6.1443,
"eval_samples_per_second": 24.413,
"eval_steps_per_second": 3.092,
"step": 3103
},
{
"epoch": 30.0,
"grad_norm": 29.124605178833008,
"learning_rate": 3.503271028037383e-05,
"loss": 1.1072,
"step": 3210
},
{
"epoch": 30.0,
"eval_loss": 1.489558219909668,
"eval_map": 0.2037,
"eval_map_50": 0.4363,
"eval_map_75": 0.1764,
"eval_map_Coverall": 0.4556,
"eval_map_Face_Shield": 0.1319,
"eval_map_Gloves": 0.1395,
"eval_map_Goggles": 0.0659,
"eval_map_Mask": 0.2256,
"eval_map_large": 0.3392,
"eval_map_medium": 0.1461,
"eval_map_small": 0.0861,
"eval_mar_1": 0.2271,
"eval_mar_10": 0.3782,
"eval_mar_100": 0.3898,
"eval_mar_100_Coverall": 0.618,
"eval_mar_100_Face_Shield": 0.3291,
"eval_mar_100_Gloves": 0.3201,
"eval_mar_100_Goggles": 0.3338,
"eval_mar_100_Mask": 0.348,
"eval_mar_large": 0.599,
"eval_mar_medium": 0.304,
"eval_mar_small": 0.1786,
"eval_runtime": 6.2449,
"eval_samples_per_second": 24.019,
"eval_steps_per_second": 3.042,
"step": 3210
},
{
"epoch": 31.0,
"grad_norm": 24.15058135986328,
"learning_rate": 3.453271028037383e-05,
"loss": 1.1166,
"step": 3317
},
{
"epoch": 31.0,
"eval_loss": 1.4189480543136597,
"eval_map": 0.2141,
"eval_map_50": 0.4447,
"eval_map_75": 0.1723,
"eval_map_Coverall": 0.4979,
"eval_map_Face_Shield": 0.1429,
"eval_map_Gloves": 0.1436,
"eval_map_Goggles": 0.0431,
"eval_map_Mask": 0.243,
"eval_map_large": 0.3553,
"eval_map_medium": 0.1579,
"eval_map_small": 0.0767,
"eval_mar_1": 0.2347,
"eval_mar_10": 0.4025,
"eval_mar_100": 0.4142,
"eval_mar_100_Coverall": 0.6491,
"eval_mar_100_Face_Shield": 0.3873,
"eval_mar_100_Gloves": 0.3594,
"eval_mar_100_Goggles": 0.3154,
"eval_mar_100_Mask": 0.3596,
"eval_mar_large": 0.6345,
"eval_mar_medium": 0.3354,
"eval_mar_small": 0.1692,
"eval_runtime": 6.0583,
"eval_samples_per_second": 24.759,
"eval_steps_per_second": 3.136,
"step": 3317
},
{
"epoch": 32.0,
"grad_norm": 47.75962829589844,
"learning_rate": 3.403271028037383e-05,
"loss": 1.0683,
"step": 3424
},
{
"epoch": 32.0,
"eval_loss": 1.3983676433563232,
"eval_map": 0.2133,
"eval_map_50": 0.4285,
"eval_map_75": 0.1832,
"eval_map_Coverall": 0.5068,
"eval_map_Face_Shield": 0.1126,
"eval_map_Gloves": 0.1466,
"eval_map_Goggles": 0.0616,
"eval_map_Mask": 0.2387,
"eval_map_large": 0.3622,
"eval_map_medium": 0.1547,
"eval_map_small": 0.0872,
"eval_mar_1": 0.2336,
"eval_mar_10": 0.4192,
"eval_mar_100": 0.4347,
"eval_mar_100_Coverall": 0.6608,
"eval_mar_100_Face_Shield": 0.4215,
"eval_mar_100_Gloves": 0.3781,
"eval_mar_100_Goggles": 0.3462,
"eval_mar_100_Mask": 0.3671,
"eval_mar_large": 0.6244,
"eval_mar_medium": 0.3693,
"eval_mar_small": 0.1959,
"eval_runtime": 6.5626,
"eval_samples_per_second": 22.857,
"eval_steps_per_second": 2.895,
"step": 3424
},
{
"epoch": 33.0,
"grad_norm": 51.752227783203125,
"learning_rate": 3.3532710280373834e-05,
"loss": 1.05,
"step": 3531
},
{
"epoch": 33.0,
"eval_loss": 1.4137159585952759,
"eval_map": 0.2153,
"eval_map_50": 0.4432,
"eval_map_75": 0.189,
"eval_map_Coverall": 0.4804,
"eval_map_Face_Shield": 0.1326,
"eval_map_Gloves": 0.174,
"eval_map_Goggles": 0.0408,
"eval_map_Mask": 0.2489,
"eval_map_large": 0.3557,
"eval_map_medium": 0.1596,
"eval_map_small": 0.0756,
"eval_mar_1": 0.2428,
"eval_mar_10": 0.4148,
"eval_mar_100": 0.4274,
"eval_mar_100_Coverall": 0.6315,
"eval_mar_100_Face_Shield": 0.4253,
"eval_mar_100_Gloves": 0.3571,
"eval_mar_100_Goggles": 0.3677,
"eval_mar_100_Mask": 0.3551,
"eval_mar_large": 0.6393,
"eval_mar_medium": 0.3604,
"eval_mar_small": 0.1809,
"eval_runtime": 6.0007,
"eval_samples_per_second": 24.997,
"eval_steps_per_second": 3.166,
"step": 3531
},
{
"epoch": 34.0,
"grad_norm": 52.039215087890625,
"learning_rate": 3.3032710280373835e-05,
"loss": 1.0504,
"step": 3638
},
{
"epoch": 34.0,
"eval_loss": 1.4221564531326294,
"eval_map": 0.2121,
"eval_map_50": 0.425,
"eval_map_75": 0.1847,
"eval_map_Coverall": 0.4797,
"eval_map_Face_Shield": 0.1226,
"eval_map_Gloves": 0.167,
"eval_map_Goggles": 0.0411,
"eval_map_Mask": 0.25,
"eval_map_large": 0.3364,
"eval_map_medium": 0.1579,
"eval_map_small": 0.0775,
"eval_mar_1": 0.2393,
"eval_mar_10": 0.4108,
"eval_mar_100": 0.4262,
"eval_mar_100_Coverall": 0.6401,
"eval_mar_100_Face_Shield": 0.4152,
"eval_mar_100_Gloves": 0.3621,
"eval_mar_100_Goggles": 0.3569,
"eval_mar_100_Mask": 0.3569,
"eval_mar_large": 0.6313,
"eval_mar_medium": 0.3584,
"eval_mar_small": 0.1439,
"eval_runtime": 6.1929,
"eval_samples_per_second": 24.221,
"eval_steps_per_second": 3.068,
"step": 3638
},
{
"epoch": 35.0,
"grad_norm": 42.628963470458984,
"learning_rate": 3.2532710280373837e-05,
"loss": 1.0388,
"step": 3745
},
{
"epoch": 35.0,
"eval_loss": 1.416998267173767,
"eval_map": 0.2083,
"eval_map_50": 0.4296,
"eval_map_75": 0.1872,
"eval_map_Coverall": 0.4929,
"eval_map_Face_Shield": 0.133,
"eval_map_Gloves": 0.1476,
"eval_map_Goggles": 0.0358,
"eval_map_Mask": 0.2324,
"eval_map_large": 0.3271,
"eval_map_medium": 0.1491,
"eval_map_small": 0.0619,
"eval_mar_1": 0.2303,
"eval_mar_10": 0.3943,
"eval_mar_100": 0.4085,
"eval_mar_100_Coverall": 0.632,
"eval_mar_100_Face_Shield": 0.3709,
"eval_mar_100_Gloves": 0.3701,
"eval_mar_100_Goggles": 0.3246,
"eval_mar_100_Mask": 0.3449,
"eval_mar_large": 0.6055,
"eval_mar_medium": 0.3381,
"eval_mar_small": 0.1517,
"eval_runtime": 6.1473,
"eval_samples_per_second": 24.401,
"eval_steps_per_second": 3.091,
"step": 3745
},
{
"epoch": 36.0,
"grad_norm": 121.40320587158203,
"learning_rate": 3.203271028037383e-05,
"loss": 1.0424,
"step": 3852
},
{
"epoch": 36.0,
"eval_loss": 1.4393236637115479,
"eval_map": 0.2095,
"eval_map_50": 0.4541,
"eval_map_75": 0.1662,
"eval_map_Coverall": 0.5007,
"eval_map_Face_Shield": 0.1148,
"eval_map_Gloves": 0.1644,
"eval_map_Goggles": 0.041,
"eval_map_Mask": 0.2265,
"eval_map_large": 0.3243,
"eval_map_medium": 0.1639,
"eval_map_small": 0.0737,
"eval_mar_1": 0.241,
"eval_mar_10": 0.4031,
"eval_mar_100": 0.4211,
"eval_mar_100_Coverall": 0.6577,
"eval_mar_100_Face_Shield": 0.3911,
"eval_mar_100_Gloves": 0.3571,
"eval_mar_100_Goggles": 0.3585,
"eval_mar_100_Mask": 0.3409,
"eval_mar_large": 0.661,
"eval_mar_medium": 0.3472,
"eval_mar_small": 0.1632,
"eval_runtime": 6.11,
"eval_samples_per_second": 24.55,
"eval_steps_per_second": 3.11,
"step": 3852
},
{
"epoch": 37.0,
"grad_norm": 36.64593505859375,
"learning_rate": 3.153271028037383e-05,
"loss": 0.9977,
"step": 3959
},
{
"epoch": 37.0,
"eval_loss": 1.3834381103515625,
"eval_map": 0.2189,
"eval_map_50": 0.456,
"eval_map_75": 0.1884,
"eval_map_Coverall": 0.5032,
"eval_map_Face_Shield": 0.1462,
"eval_map_Gloves": 0.1561,
"eval_map_Goggles": 0.0432,
"eval_map_Mask": 0.2459,
"eval_map_large": 0.3655,
"eval_map_medium": 0.17,
"eval_map_small": 0.069,
"eval_mar_1": 0.2436,
"eval_mar_10": 0.414,
"eval_mar_100": 0.4266,
"eval_mar_100_Coverall": 0.659,
"eval_mar_100_Face_Shield": 0.419,
"eval_mar_100_Gloves": 0.3643,
"eval_mar_100_Goggles": 0.3277,
"eval_mar_100_Mask": 0.3631,
"eval_mar_large": 0.6226,
"eval_mar_medium": 0.3778,
"eval_mar_small": 0.1371,
"eval_runtime": 6.1572,
"eval_samples_per_second": 24.362,
"eval_steps_per_second": 3.086,
"step": 3959
},
{
"epoch": 38.0,
"grad_norm": 36.26139831542969,
"learning_rate": 3.1032710280373834e-05,
"loss": 0.9976,
"step": 4066
},
{
"epoch": 38.0,
"eval_loss": 1.4364728927612305,
"eval_map": 0.229,
"eval_map_50": 0.4733,
"eval_map_75": 0.1982,
"eval_map_Coverall": 0.5024,
"eval_map_Face_Shield": 0.1461,
"eval_map_Gloves": 0.1708,
"eval_map_Goggles": 0.0891,
"eval_map_Mask": 0.2366,
"eval_map_large": 0.3789,
"eval_map_medium": 0.169,
"eval_map_small": 0.0856,
"eval_mar_1": 0.25,
"eval_mar_10": 0.4105,
"eval_mar_100": 0.4238,
"eval_mar_100_Coverall": 0.6644,
"eval_mar_100_Face_Shield": 0.3696,
"eval_mar_100_Gloves": 0.3612,
"eval_mar_100_Goggles": 0.3677,
"eval_mar_100_Mask": 0.356,
"eval_mar_large": 0.6586,
"eval_mar_medium": 0.3413,
"eval_mar_small": 0.1926,
"eval_runtime": 5.9891,
"eval_samples_per_second": 25.045,
"eval_steps_per_second": 3.172,
"step": 4066
},
{
"epoch": 39.0,
"grad_norm": 75.55132293701172,
"learning_rate": 3.0532710280373835e-05,
"loss": 0.9741,
"step": 4173
},
{
"epoch": 39.0,
"eval_loss": 1.3950188159942627,
"eval_map": 0.2353,
"eval_map_50": 0.4691,
"eval_map_75": 0.2025,
"eval_map_Coverall": 0.5071,
"eval_map_Face_Shield": 0.1737,
"eval_map_Gloves": 0.1657,
"eval_map_Goggles": 0.0738,
"eval_map_Mask": 0.2564,
"eval_map_large": 0.3822,
"eval_map_medium": 0.1833,
"eval_map_small": 0.0969,
"eval_mar_1": 0.2607,
"eval_mar_10": 0.4257,
"eval_mar_100": 0.4398,
"eval_mar_100_Coverall": 0.6667,
"eval_mar_100_Face_Shield": 0.419,
"eval_mar_100_Gloves": 0.367,
"eval_mar_100_Goggles": 0.3677,
"eval_mar_100_Mask": 0.3787,
"eval_mar_large": 0.6551,
"eval_mar_medium": 0.3694,
"eval_mar_small": 0.2167,
"eval_runtime": 6.5886,
"eval_samples_per_second": 22.767,
"eval_steps_per_second": 2.884,
"step": 4173
},
{
"epoch": 40.0,
"grad_norm": 18.87567710876465,
"learning_rate": 3.0032710280373833e-05,
"loss": 0.9572,
"step": 4280
},
{
"epoch": 40.0,
"eval_loss": 1.3827215433120728,
"eval_map": 0.2345,
"eval_map_50": 0.4771,
"eval_map_75": 0.2079,
"eval_map_Coverall": 0.5223,
"eval_map_Face_Shield": 0.1673,
"eval_map_Gloves": 0.1675,
"eval_map_Goggles": 0.0644,
"eval_map_Mask": 0.2509,
"eval_map_large": 0.4182,
"eval_map_medium": 0.1818,
"eval_map_small": 0.0914,
"eval_mar_1": 0.2545,
"eval_mar_10": 0.4239,
"eval_mar_100": 0.4361,
"eval_mar_100_Coverall": 0.6649,
"eval_mar_100_Face_Shield": 0.4,
"eval_mar_100_Gloves": 0.3714,
"eval_mar_100_Goggles": 0.3631,
"eval_mar_100_Mask": 0.3809,
"eval_mar_large": 0.6508,
"eval_mar_medium": 0.3864,
"eval_mar_small": 0.1676,
"eval_runtime": 6.4113,
"eval_samples_per_second": 23.396,
"eval_steps_per_second": 2.964,
"step": 4280
},
{
"epoch": 41.0,
"grad_norm": 44.16093444824219,
"learning_rate": 2.953271028037383e-05,
"loss": 0.9527,
"step": 4387
},
{
"epoch": 41.0,
"eval_loss": 1.3950153589248657,
"eval_map": 0.2363,
"eval_map_50": 0.4806,
"eval_map_75": 0.209,
"eval_map_Coverall": 0.5025,
"eval_map_Face_Shield": 0.1863,
"eval_map_Gloves": 0.1749,
"eval_map_Goggles": 0.0727,
"eval_map_Mask": 0.2448,
"eval_map_large": 0.3904,
"eval_map_medium": 0.1853,
"eval_map_small": 0.0933,
"eval_mar_1": 0.2542,
"eval_mar_10": 0.4098,
"eval_mar_100": 0.4267,
"eval_mar_100_Coverall": 0.6423,
"eval_mar_100_Face_Shield": 0.3987,
"eval_mar_100_Gloves": 0.3897,
"eval_mar_100_Goggles": 0.3415,
"eval_mar_100_Mask": 0.3613,
"eval_mar_large": 0.6429,
"eval_mar_medium": 0.3682,
"eval_mar_small": 0.1753,
"eval_runtime": 6.4758,
"eval_samples_per_second": 23.163,
"eval_steps_per_second": 2.934,
"step": 4387
},
{
"epoch": 42.0,
"grad_norm": 44.85231399536133,
"learning_rate": 2.9032710280373833e-05,
"loss": 0.9402,
"step": 4494
},
{
"epoch": 42.0,
"eval_loss": 1.4096752405166626,
"eval_map": 0.2377,
"eval_map_50": 0.4978,
"eval_map_75": 0.1979,
"eval_map_Coverall": 0.4944,
"eval_map_Face_Shield": 0.2014,
"eval_map_Gloves": 0.1767,
"eval_map_Goggles": 0.0693,
"eval_map_Mask": 0.2466,
"eval_map_large": 0.3944,
"eval_map_medium": 0.1867,
"eval_map_small": 0.0981,
"eval_mar_1": 0.2659,
"eval_mar_10": 0.4194,
"eval_mar_100": 0.4342,
"eval_mar_100_Coverall": 0.6595,
"eval_mar_100_Face_Shield": 0.4025,
"eval_mar_100_Gloves": 0.3754,
"eval_mar_100_Goggles": 0.36,
"eval_mar_100_Mask": 0.3738,
"eval_mar_large": 0.637,
"eval_mar_medium": 0.3679,
"eval_mar_small": 0.1837,
"eval_runtime": 6.4793,
"eval_samples_per_second": 23.151,
"eval_steps_per_second": 2.932,
"step": 4494
},
{
"epoch": 43.0,
"grad_norm": 36.61103057861328,
"learning_rate": 2.853271028037383e-05,
"loss": 0.9355,
"step": 4601
},
{
"epoch": 43.0,
"eval_loss": 1.4465266466140747,
"eval_map": 0.2284,
"eval_map_50": 0.4714,
"eval_map_75": 0.2014,
"eval_map_Coverall": 0.4947,
"eval_map_Face_Shield": 0.1522,
"eval_map_Gloves": 0.1737,
"eval_map_Goggles": 0.077,
"eval_map_Mask": 0.2445,
"eval_map_large": 0.3795,
"eval_map_medium": 0.1788,
"eval_map_small": 0.0794,
"eval_mar_1": 0.2517,
"eval_mar_10": 0.4027,
"eval_mar_100": 0.4165,
"eval_mar_100_Coverall": 0.6514,
"eval_mar_100_Face_Shield": 0.3899,
"eval_mar_100_Gloves": 0.3772,
"eval_mar_100_Goggles": 0.3,
"eval_mar_100_Mask": 0.364,
"eval_mar_large": 0.648,
"eval_mar_medium": 0.3514,
"eval_mar_small": 0.1546,
"eval_runtime": 6.6668,
"eval_samples_per_second": 22.499,
"eval_steps_per_second": 2.85,
"step": 4601
},
{
"epoch": 44.0,
"grad_norm": 34.57050323486328,
"learning_rate": 2.8032710280373832e-05,
"loss": 0.9298,
"step": 4708
},
{
"epoch": 44.0,
"eval_loss": 1.3825960159301758,
"eval_map": 0.2419,
"eval_map_50": 0.5069,
"eval_map_75": 0.1915,
"eval_map_Coverall": 0.5075,
"eval_map_Face_Shield": 0.1902,
"eval_map_Gloves": 0.1781,
"eval_map_Goggles": 0.086,
"eval_map_Mask": 0.2476,
"eval_map_large": 0.4131,
"eval_map_medium": 0.1906,
"eval_map_small": 0.0948,
"eval_mar_1": 0.2578,
"eval_mar_10": 0.4168,
"eval_mar_100": 0.4293,
"eval_mar_100_Coverall": 0.6518,
"eval_mar_100_Face_Shield": 0.3899,
"eval_mar_100_Gloves": 0.383,
"eval_mar_100_Goggles": 0.3523,
"eval_mar_100_Mask": 0.3693,
"eval_mar_large": 0.6618,
"eval_mar_medium": 0.3585,
"eval_mar_small": 0.1687,
"eval_runtime": 6.3808,
"eval_samples_per_second": 23.508,
"eval_steps_per_second": 2.978,
"step": 4708
},
{
"epoch": 45.0,
"grad_norm": 26.11963653564453,
"learning_rate": 2.7532710280373837e-05,
"loss": 0.9105,
"step": 4815
},
{
"epoch": 45.0,
"eval_loss": 1.3480241298675537,
"eval_map": 0.241,
"eval_map_50": 0.4832,
"eval_map_75": 0.2094,
"eval_map_Coverall": 0.5239,
"eval_map_Face_Shield": 0.1993,
"eval_map_Gloves": 0.1777,
"eval_map_Goggles": 0.0671,
"eval_map_Mask": 0.2371,
"eval_map_large": 0.4065,
"eval_map_medium": 0.201,
"eval_map_small": 0.0621,
"eval_mar_1": 0.2621,
"eval_mar_10": 0.4094,
"eval_mar_100": 0.4202,
"eval_mar_100_Coverall": 0.6685,
"eval_mar_100_Face_Shield": 0.3886,
"eval_mar_100_Gloves": 0.3719,
"eval_mar_100_Goggles": 0.3262,
"eval_mar_100_Mask": 0.3458,
"eval_mar_large": 0.6473,
"eval_mar_medium": 0.3542,
"eval_mar_small": 0.1292,
"eval_runtime": 6.4289,
"eval_samples_per_second": 23.332,
"eval_steps_per_second": 2.955,
"step": 4815
},
{
"epoch": 46.0,
"grad_norm": 33.870643615722656,
"learning_rate": 2.7032710280373835e-05,
"loss": 0.912,
"step": 4922
},
{
"epoch": 46.0,
"eval_loss": 1.3737434148788452,
"eval_map": 0.2482,
"eval_map_50": 0.5022,
"eval_map_75": 0.2153,
"eval_map_Coverall": 0.5259,
"eval_map_Face_Shield": 0.2022,
"eval_map_Gloves": 0.1961,
"eval_map_Goggles": 0.0692,
"eval_map_Mask": 0.2477,
"eval_map_large": 0.4298,
"eval_map_medium": 0.1882,
"eval_map_small": 0.1001,
"eval_mar_1": 0.2555,
"eval_mar_10": 0.4137,
"eval_mar_100": 0.4271,
"eval_mar_100_Coverall": 0.6532,
"eval_mar_100_Face_Shield": 0.3949,
"eval_mar_100_Gloves": 0.3996,
"eval_mar_100_Goggles": 0.3323,
"eval_mar_100_Mask": 0.3556,
"eval_mar_large": 0.6487,
"eval_mar_medium": 0.3476,
"eval_mar_small": 0.1842,
"eval_runtime": 6.4542,
"eval_samples_per_second": 23.241,
"eval_steps_per_second": 2.944,
"step": 4922
},
{
"epoch": 47.0,
"grad_norm": 67.5912094116211,
"learning_rate": 2.6532710280373836e-05,
"loss": 0.9098,
"step": 5029
},
{
"epoch": 47.0,
"eval_loss": 1.3799588680267334,
"eval_map": 0.2497,
"eval_map_50": 0.5104,
"eval_map_75": 0.213,
"eval_map_Coverall": 0.53,
"eval_map_Face_Shield": 0.1886,
"eval_map_Gloves": 0.1887,
"eval_map_Goggles": 0.0991,
"eval_map_Mask": 0.242,
"eval_map_large": 0.4208,
"eval_map_medium": 0.1846,
"eval_map_small": 0.1112,
"eval_mar_1": 0.2661,
"eval_mar_10": 0.4189,
"eval_mar_100": 0.4301,
"eval_mar_100_Coverall": 0.6604,
"eval_mar_100_Face_Shield": 0.3937,
"eval_mar_100_Gloves": 0.3723,
"eval_mar_100_Goggles": 0.36,
"eval_mar_100_Mask": 0.364,
"eval_mar_large": 0.6795,
"eval_mar_medium": 0.3531,
"eval_mar_small": 0.1889,
"eval_runtime": 6.3561,
"eval_samples_per_second": 23.599,
"eval_steps_per_second": 2.989,
"step": 5029
},
{
"epoch": 48.0,
"grad_norm": 37.904579162597656,
"learning_rate": 2.6032710280373834e-05,
"loss": 0.8879,
"step": 5136
},
{
"epoch": 48.0,
"eval_loss": 1.378607153892517,
"eval_map": 0.2441,
"eval_map_50": 0.4951,
"eval_map_75": 0.2118,
"eval_map_Coverall": 0.5248,
"eval_map_Face_Shield": 0.1869,
"eval_map_Gloves": 0.1776,
"eval_map_Goggles": 0.0734,
"eval_map_Mask": 0.2578,
"eval_map_large": 0.388,
"eval_map_medium": 0.1961,
"eval_map_small": 0.1047,
"eval_mar_1": 0.2669,
"eval_mar_10": 0.4271,
"eval_mar_100": 0.439,
"eval_mar_100_Coverall": 0.6676,
"eval_mar_100_Face_Shield": 0.4241,
"eval_mar_100_Gloves": 0.3746,
"eval_mar_100_Goggles": 0.3692,
"eval_mar_100_Mask": 0.3596,
"eval_mar_large": 0.6518,
"eval_mar_medium": 0.3686,
"eval_mar_small": 0.1947,
"eval_runtime": 6.4665,
"eval_samples_per_second": 23.197,
"eval_steps_per_second": 2.938,
"step": 5136
},
{
"epoch": 49.0,
"grad_norm": 32.66180419921875,
"learning_rate": 2.5532710280373832e-05,
"loss": 0.9095,
"step": 5243
},
{
"epoch": 49.0,
"eval_loss": 1.3769627809524536,
"eval_map": 0.2499,
"eval_map_50": 0.4988,
"eval_map_75": 0.2284,
"eval_map_Coverall": 0.5216,
"eval_map_Face_Shield": 0.1951,
"eval_map_Gloves": 0.1671,
"eval_map_Goggles": 0.0939,
"eval_map_Mask": 0.2718,
"eval_map_large": 0.4128,
"eval_map_medium": 0.2086,
"eval_map_small": 0.0957,
"eval_mar_1": 0.2747,
"eval_mar_10": 0.4176,
"eval_mar_100": 0.4283,
"eval_mar_100_Coverall": 0.668,
"eval_mar_100_Face_Shield": 0.3747,
"eval_mar_100_Gloves": 0.3643,
"eval_mar_100_Goggles": 0.3523,
"eval_mar_100_Mask": 0.3822,
"eval_mar_large": 0.6399,
"eval_mar_medium": 0.3681,
"eval_mar_small": 0.1657,
"eval_runtime": 6.6352,
"eval_samples_per_second": 22.607,
"eval_steps_per_second": 2.864,
"step": 5243
},
{
"epoch": 50.0,
"grad_norm": 43.86975860595703,
"learning_rate": 2.5032710280373834e-05,
"loss": 0.8832,
"step": 5350
},
{
"epoch": 50.0,
"eval_loss": 1.3477681875228882,
"eval_map": 0.2489,
"eval_map_50": 0.4917,
"eval_map_75": 0.2187,
"eval_map_Coverall": 0.5245,
"eval_map_Face_Shield": 0.1749,
"eval_map_Gloves": 0.195,
"eval_map_Goggles": 0.0892,
"eval_map_Mask": 0.2612,
"eval_map_large": 0.4131,
"eval_map_medium": 0.193,
"eval_map_small": 0.1278,
"eval_mar_1": 0.2591,
"eval_mar_10": 0.4261,
"eval_mar_100": 0.4362,
"eval_mar_100_Coverall": 0.659,
"eval_mar_100_Face_Shield": 0.4152,
"eval_mar_100_Gloves": 0.3857,
"eval_mar_100_Goggles": 0.34,
"eval_mar_100_Mask": 0.3809,
"eval_mar_large": 0.6743,
"eval_mar_medium": 0.3505,
"eval_mar_small": 0.2128,
"eval_runtime": 6.4085,
"eval_samples_per_second": 23.407,
"eval_steps_per_second": 2.965,
"step": 5350
},
{
"epoch": 51.0,
"grad_norm": 43.175716400146484,
"learning_rate": 2.4532710280373832e-05,
"loss": 0.9078,
"step": 5457
},
{
"epoch": 51.0,
"eval_loss": 1.4141546487808228,
"eval_map": 0.2421,
"eval_map_50": 0.4938,
"eval_map_75": 0.2065,
"eval_map_Coverall": 0.5195,
"eval_map_Face_Shield": 0.1762,
"eval_map_Gloves": 0.1677,
"eval_map_Goggles": 0.0894,
"eval_map_Mask": 0.2578,
"eval_map_large": 0.3925,
"eval_map_medium": 0.1766,
"eval_map_small": 0.1038,
"eval_mar_1": 0.2611,
"eval_mar_10": 0.4125,
"eval_mar_100": 0.4218,
"eval_mar_100_Coverall": 0.6464,
"eval_mar_100_Face_Shield": 0.3949,
"eval_mar_100_Gloves": 0.3567,
"eval_mar_100_Goggles": 0.3462,
"eval_mar_100_Mask": 0.3649,
"eval_mar_large": 0.6481,
"eval_mar_medium": 0.3411,
"eval_mar_small": 0.1736,
"eval_runtime": 6.3936,
"eval_samples_per_second": 23.461,
"eval_steps_per_second": 2.972,
"step": 5457
},
{
"epoch": 52.0,
"grad_norm": 23.38278579711914,
"learning_rate": 2.4037383177570095e-05,
"loss": 0.8998,
"step": 5564
},
{
"epoch": 52.0,
"eval_loss": 1.3645405769348145,
"eval_map": 0.2539,
"eval_map_50": 0.5052,
"eval_map_75": 0.218,
"eval_map_Coverall": 0.5349,
"eval_map_Face_Shield": 0.1974,
"eval_map_Gloves": 0.1819,
"eval_map_Goggles": 0.1011,
"eval_map_Mask": 0.254,
"eval_map_large": 0.4067,
"eval_map_medium": 0.2041,
"eval_map_small": 0.1057,
"eval_mar_1": 0.2669,
"eval_mar_10": 0.4262,
"eval_mar_100": 0.437,
"eval_mar_100_Coverall": 0.6554,
"eval_mar_100_Face_Shield": 0.4342,
"eval_mar_100_Gloves": 0.375,
"eval_mar_100_Goggles": 0.3446,
"eval_mar_100_Mask": 0.376,
"eval_mar_large": 0.6466,
"eval_mar_medium": 0.3697,
"eval_mar_small": 0.2054,
"eval_runtime": 6.4408,
"eval_samples_per_second": 23.289,
"eval_steps_per_second": 2.95,
"step": 5564
},
{
"epoch": 53.0,
"grad_norm": 23.401100158691406,
"learning_rate": 2.3537383177570093e-05,
"loss": 0.8716,
"step": 5671
},
{
"epoch": 53.0,
"eval_loss": 1.3800432682037354,
"eval_map": 0.2542,
"eval_map_50": 0.5081,
"eval_map_75": 0.2174,
"eval_map_Coverall": 0.5155,
"eval_map_Face_Shield": 0.1937,
"eval_map_Gloves": 0.2045,
"eval_map_Goggles": 0.0994,
"eval_map_Mask": 0.2578,
"eval_map_large": 0.4016,
"eval_map_medium": 0.1993,
"eval_map_small": 0.1053,
"eval_mar_1": 0.2689,
"eval_mar_10": 0.4226,
"eval_mar_100": 0.4333,
"eval_mar_100_Coverall": 0.6617,
"eval_mar_100_Face_Shield": 0.4114,
"eval_mar_100_Gloves": 0.3853,
"eval_mar_100_Goggles": 0.3292,
"eval_mar_100_Mask": 0.3791,
"eval_mar_large": 0.65,
"eval_mar_medium": 0.3666,
"eval_mar_small": 0.1989,
"eval_runtime": 6.5109,
"eval_samples_per_second": 23.038,
"eval_steps_per_second": 2.918,
"step": 5671
},
{
"epoch": 54.0,
"grad_norm": 36.54611587524414,
"learning_rate": 2.3037383177570094e-05,
"loss": 0.8614,
"step": 5778
},
{
"epoch": 54.0,
"eval_loss": 1.3852171897888184,
"eval_map": 0.2455,
"eval_map_50": 0.4986,
"eval_map_75": 0.1928,
"eval_map_Coverall": 0.5273,
"eval_map_Face_Shield": 0.1852,
"eval_map_Gloves": 0.1986,
"eval_map_Goggles": 0.0713,
"eval_map_Mask": 0.245,
"eval_map_large": 0.4168,
"eval_map_medium": 0.1924,
"eval_map_small": 0.1026,
"eval_mar_1": 0.2579,
"eval_mar_10": 0.4161,
"eval_mar_100": 0.4267,
"eval_mar_100_Coverall": 0.6703,
"eval_mar_100_Face_Shield": 0.4101,
"eval_mar_100_Gloves": 0.3634,
"eval_mar_100_Goggles": 0.3308,
"eval_mar_100_Mask": 0.3591,
"eval_mar_large": 0.6575,
"eval_mar_medium": 0.3592,
"eval_mar_small": 0.1889,
"eval_runtime": 6.4798,
"eval_samples_per_second": 23.149,
"eval_steps_per_second": 2.932,
"step": 5778
},
{
"epoch": 55.0,
"grad_norm": 38.99186325073242,
"learning_rate": 2.2537383177570095e-05,
"loss": 0.8322,
"step": 5885
},
{
"epoch": 55.0,
"eval_loss": 1.3974372148513794,
"eval_map": 0.2627,
"eval_map_50": 0.5244,
"eval_map_75": 0.228,
"eval_map_Coverall": 0.5398,
"eval_map_Face_Shield": 0.2028,
"eval_map_Gloves": 0.2066,
"eval_map_Goggles": 0.0998,
"eval_map_Mask": 0.2642,
"eval_map_large": 0.4297,
"eval_map_medium": 0.2039,
"eval_map_small": 0.1225,
"eval_mar_1": 0.2699,
"eval_mar_10": 0.4358,
"eval_mar_100": 0.4459,
"eval_mar_100_Coverall": 0.6635,
"eval_mar_100_Face_Shield": 0.443,
"eval_mar_100_Gloves": 0.3839,
"eval_mar_100_Goggles": 0.3646,
"eval_mar_100_Mask": 0.3742,
"eval_mar_large": 0.6674,
"eval_mar_medium": 0.382,
"eval_mar_small": 0.2117,
"eval_runtime": 6.3912,
"eval_samples_per_second": 23.47,
"eval_steps_per_second": 2.973,
"step": 5885
},
{
"epoch": 56.0,
"grad_norm": 45.01962661743164,
"learning_rate": 2.2037383177570093e-05,
"loss": 0.8309,
"step": 5992
},
{
"epoch": 56.0,
"eval_loss": 1.3682492971420288,
"eval_map": 0.2553,
"eval_map_50": 0.5147,
"eval_map_75": 0.2292,
"eval_map_Coverall": 0.5347,
"eval_map_Face_Shield": 0.198,
"eval_map_Gloves": 0.1924,
"eval_map_Goggles": 0.0973,
"eval_map_Mask": 0.2542,
"eval_map_large": 0.4426,
"eval_map_medium": 0.206,
"eval_map_small": 0.1112,
"eval_mar_1": 0.26,
"eval_mar_10": 0.4276,
"eval_mar_100": 0.4387,
"eval_mar_100_Coverall": 0.6577,
"eval_mar_100_Face_Shield": 0.4544,
"eval_mar_100_Gloves": 0.3812,
"eval_mar_100_Goggles": 0.34,
"eval_mar_100_Mask": 0.36,
"eval_mar_large": 0.6536,
"eval_mar_medium": 0.3702,
"eval_mar_small": 0.2268,
"eval_runtime": 6.3212,
"eval_samples_per_second": 23.73,
"eval_steps_per_second": 3.006,
"step": 5992
},
{
"epoch": 57.0,
"grad_norm": 44.026493072509766,
"learning_rate": 2.1537383177570095e-05,
"loss": 0.8357,
"step": 6099
},
{
"epoch": 57.0,
"eval_loss": 1.3596875667572021,
"eval_map": 0.2591,
"eval_map_50": 0.53,
"eval_map_75": 0.2119,
"eval_map_Coverall": 0.5349,
"eval_map_Face_Shield": 0.1963,
"eval_map_Gloves": 0.1878,
"eval_map_Goggles": 0.0979,
"eval_map_Mask": 0.2786,
"eval_map_large": 0.4372,
"eval_map_medium": 0.2025,
"eval_map_small": 0.1195,
"eval_mar_1": 0.2729,
"eval_mar_10": 0.4206,
"eval_mar_100": 0.4333,
"eval_mar_100_Coverall": 0.6523,
"eval_mar_100_Face_Shield": 0.4253,
"eval_mar_100_Gloves": 0.3719,
"eval_mar_100_Goggles": 0.3385,
"eval_mar_100_Mask": 0.3787,
"eval_mar_large": 0.6528,
"eval_mar_medium": 0.3751,
"eval_mar_small": 0.2128,
"eval_runtime": 6.3457,
"eval_samples_per_second": 23.638,
"eval_steps_per_second": 2.994,
"step": 6099
},
{
"epoch": 58.0,
"grad_norm": 33.225914001464844,
"learning_rate": 2.1037383177570093e-05,
"loss": 0.8375,
"step": 6206
},
{
"epoch": 58.0,
"eval_loss": 1.3670696020126343,
"eval_map": 0.259,
"eval_map_50": 0.5193,
"eval_map_75": 0.2273,
"eval_map_Coverall": 0.5277,
"eval_map_Face_Shield": 0.2286,
"eval_map_Gloves": 0.1884,
"eval_map_Goggles": 0.0925,
"eval_map_Mask": 0.2579,
"eval_map_large": 0.4286,
"eval_map_medium": 0.2162,
"eval_map_small": 0.098,
"eval_mar_1": 0.2696,
"eval_mar_10": 0.4234,
"eval_mar_100": 0.4357,
"eval_mar_100_Coverall": 0.6527,
"eval_mar_100_Face_Shield": 0.4481,
"eval_mar_100_Gloves": 0.3714,
"eval_mar_100_Goggles": 0.34,
"eval_mar_100_Mask": 0.3662,
"eval_mar_large": 0.6633,
"eval_mar_medium": 0.3794,
"eval_mar_small": 0.1616,
"eval_runtime": 6.2889,
"eval_samples_per_second": 23.852,
"eval_steps_per_second": 3.021,
"step": 6206
},
{
"epoch": 59.0,
"grad_norm": 38.501197814941406,
"learning_rate": 2.0537383177570094e-05,
"loss": 0.8092,
"step": 6313
},
{
"epoch": 59.0,
"eval_loss": 1.357582449913025,
"eval_map": 0.2501,
"eval_map_50": 0.5149,
"eval_map_75": 0.2038,
"eval_map_Coverall": 0.5261,
"eval_map_Face_Shield": 0.2038,
"eval_map_Gloves": 0.1918,
"eval_map_Goggles": 0.0676,
"eval_map_Mask": 0.2611,
"eval_map_large": 0.4287,
"eval_map_medium": 0.2006,
"eval_map_small": 0.0983,
"eval_mar_1": 0.2646,
"eval_mar_10": 0.4271,
"eval_mar_100": 0.4395,
"eval_mar_100_Coverall": 0.6635,
"eval_mar_100_Face_Shield": 0.438,
"eval_mar_100_Gloves": 0.3853,
"eval_mar_100_Goggles": 0.34,
"eval_mar_100_Mask": 0.3707,
"eval_mar_large": 0.6651,
"eval_mar_medium": 0.3912,
"eval_mar_small": 0.1814,
"eval_runtime": 6.3681,
"eval_samples_per_second": 23.555,
"eval_steps_per_second": 2.984,
"step": 6313
},
{
"epoch": 60.0,
"grad_norm": 54.11845397949219,
"learning_rate": 2.0037383177570092e-05,
"loss": 0.8182,
"step": 6420
},
{
"epoch": 60.0,
"eval_loss": 1.3901993036270142,
"eval_map": 0.2579,
"eval_map_50": 0.5213,
"eval_map_75": 0.2246,
"eval_map_Coverall": 0.5414,
"eval_map_Face_Shield": 0.2077,
"eval_map_Gloves": 0.1955,
"eval_map_Goggles": 0.0899,
"eval_map_Mask": 0.255,
"eval_map_large": 0.4298,
"eval_map_medium": 0.1976,
"eval_map_small": 0.0924,
"eval_mar_1": 0.2676,
"eval_mar_10": 0.4233,
"eval_mar_100": 0.433,
"eval_mar_100_Coverall": 0.6486,
"eval_mar_100_Face_Shield": 0.438,
"eval_mar_100_Gloves": 0.3812,
"eval_mar_100_Goggles": 0.3308,
"eval_mar_100_Mask": 0.3662,
"eval_mar_large": 0.6644,
"eval_mar_medium": 0.3619,
"eval_mar_small": 0.1992,
"eval_runtime": 6.4451,
"eval_samples_per_second": 23.273,
"eval_steps_per_second": 2.948,
"step": 6420
},
{
"epoch": 61.0,
"grad_norm": 48.2708854675293,
"learning_rate": 1.9537383177570097e-05,
"loss": 0.8165,
"step": 6527
},
{
"epoch": 61.0,
"eval_loss": 1.3242639303207397,
"eval_map": 0.2597,
"eval_map_50": 0.52,
"eval_map_75": 0.229,
"eval_map_Coverall": 0.5299,
"eval_map_Face_Shield": 0.1996,
"eval_map_Gloves": 0.1936,
"eval_map_Goggles": 0.1112,
"eval_map_Mask": 0.2645,
"eval_map_large": 0.4487,
"eval_map_medium": 0.2039,
"eval_map_small": 0.1255,
"eval_mar_1": 0.2812,
"eval_mar_10": 0.4326,
"eval_mar_100": 0.4444,
"eval_mar_100_Coverall": 0.6671,
"eval_mar_100_Face_Shield": 0.4367,
"eval_mar_100_Gloves": 0.3781,
"eval_mar_100_Goggles": 0.3585,
"eval_mar_100_Mask": 0.3818,
"eval_mar_large": 0.6658,
"eval_mar_medium": 0.3864,
"eval_mar_small": 0.2142,
"eval_runtime": 6.4157,
"eval_samples_per_second": 23.38,
"eval_steps_per_second": 2.961,
"step": 6527
},
{
"epoch": 62.0,
"grad_norm": 65.7228012084961,
"learning_rate": 1.9037383177570095e-05,
"loss": 0.7911,
"step": 6634
},
{
"epoch": 62.0,
"eval_loss": 1.322004795074463,
"eval_map": 0.2714,
"eval_map_50": 0.5348,
"eval_map_75": 0.2463,
"eval_map_Coverall": 0.5511,
"eval_map_Face_Shield": 0.2098,
"eval_map_Gloves": 0.202,
"eval_map_Goggles": 0.12,
"eval_map_Mask": 0.2739,
"eval_map_large": 0.4404,
"eval_map_medium": 0.2164,
"eval_map_small": 0.1311,
"eval_mar_1": 0.2812,
"eval_mar_10": 0.4479,
"eval_mar_100": 0.4604,
"eval_mar_100_Coverall": 0.6851,
"eval_mar_100_Face_Shield": 0.4405,
"eval_mar_100_Gloves": 0.392,
"eval_mar_100_Goggles": 0.3969,
"eval_mar_100_Mask": 0.3876,
"eval_mar_large": 0.6817,
"eval_mar_medium": 0.4049,
"eval_mar_small": 0.2311,
"eval_runtime": 6.794,
"eval_samples_per_second": 22.078,
"eval_steps_per_second": 2.797,
"step": 6634
},
{
"epoch": 63.0,
"grad_norm": 19.63473892211914,
"learning_rate": 1.8537383177570093e-05,
"loss": 0.7837,
"step": 6741
},
{
"epoch": 63.0,
"eval_loss": 1.361860752105713,
"eval_map": 0.2735,
"eval_map_50": 0.5359,
"eval_map_75": 0.2424,
"eval_map_Coverall": 0.554,
"eval_map_Face_Shield": 0.1943,
"eval_map_Gloves": 0.2011,
"eval_map_Goggles": 0.1434,
"eval_map_Mask": 0.275,
"eval_map_large": 0.461,
"eval_map_medium": 0.2219,
"eval_map_small": 0.1178,
"eval_mar_1": 0.2797,
"eval_mar_10": 0.4337,
"eval_mar_100": 0.4459,
"eval_mar_100_Coverall": 0.6761,
"eval_mar_100_Face_Shield": 0.4304,
"eval_mar_100_Gloves": 0.3875,
"eval_mar_100_Goggles": 0.3585,
"eval_mar_100_Mask": 0.3769,
"eval_mar_large": 0.6842,
"eval_mar_medium": 0.3988,
"eval_mar_small": 0.213,
"eval_runtime": 7.0864,
"eval_samples_per_second": 21.167,
"eval_steps_per_second": 2.681,
"step": 6741
},
{
"epoch": 64.0,
"grad_norm": 54.65993881225586,
"learning_rate": 1.8037383177570094e-05,
"loss": 0.7725,
"step": 6848
},
{
"epoch": 64.0,
"eval_loss": 1.3519833087921143,
"eval_map": 0.2674,
"eval_map_50": 0.5402,
"eval_map_75": 0.2327,
"eval_map_Coverall": 0.5485,
"eval_map_Face_Shield": 0.2054,
"eval_map_Gloves": 0.2011,
"eval_map_Goggles": 0.1077,
"eval_map_Mask": 0.2744,
"eval_map_large": 0.4582,
"eval_map_medium": 0.2072,
"eval_map_small": 0.1269,
"eval_mar_1": 0.2722,
"eval_mar_10": 0.4394,
"eval_mar_100": 0.452,
"eval_mar_100_Coverall": 0.664,
"eval_mar_100_Face_Shield": 0.4532,
"eval_mar_100_Gloves": 0.3911,
"eval_mar_100_Goggles": 0.3738,
"eval_mar_100_Mask": 0.3778,
"eval_mar_large": 0.7069,
"eval_mar_medium": 0.3853,
"eval_mar_small": 0.219,
"eval_runtime": 6.4843,
"eval_samples_per_second": 23.133,
"eval_steps_per_second": 2.93,
"step": 6848
},
{
"epoch": 65.0,
"grad_norm": 71.56767272949219,
"learning_rate": 1.7537383177570092e-05,
"loss": 0.7784,
"step": 6955
},
{
"epoch": 65.0,
"eval_loss": 1.295515537261963,
"eval_map": 0.2683,
"eval_map_50": 0.5329,
"eval_map_75": 0.2361,
"eval_map_Coverall": 0.5568,
"eval_map_Face_Shield": 0.2089,
"eval_map_Gloves": 0.1988,
"eval_map_Goggles": 0.1153,
"eval_map_Mask": 0.262,
"eval_map_large": 0.4707,
"eval_map_medium": 0.2051,
"eval_map_small": 0.1394,
"eval_mar_1": 0.2774,
"eval_mar_10": 0.4427,
"eval_mar_100": 0.4537,
"eval_mar_100_Coverall": 0.677,
"eval_mar_100_Face_Shield": 0.4557,
"eval_mar_100_Gloves": 0.3853,
"eval_mar_100_Goggles": 0.3692,
"eval_mar_100_Mask": 0.3813,
"eval_mar_large": 0.6995,
"eval_mar_medium": 0.3932,
"eval_mar_small": 0.2085,
"eval_runtime": 6.6483,
"eval_samples_per_second": 22.562,
"eval_steps_per_second": 2.858,
"step": 6955
},
{
"epoch": 66.0,
"grad_norm": 34.13032913208008,
"learning_rate": 1.7042056074766355e-05,
"loss": 0.7728,
"step": 7062
},
{
"epoch": 66.0,
"eval_loss": 1.3256505727767944,
"eval_map": 0.2697,
"eval_map_50": 0.5337,
"eval_map_75": 0.2323,
"eval_map_Coverall": 0.5363,
"eval_map_Face_Shield": 0.2121,
"eval_map_Gloves": 0.2017,
"eval_map_Goggles": 0.1233,
"eval_map_Mask": 0.275,
"eval_map_large": 0.4525,
"eval_map_medium": 0.2125,
"eval_map_small": 0.1406,
"eval_mar_1": 0.2816,
"eval_mar_10": 0.4417,
"eval_mar_100": 0.4522,
"eval_mar_100_Coverall": 0.6653,
"eval_mar_100_Face_Shield": 0.4519,
"eval_mar_100_Gloves": 0.3888,
"eval_mar_100_Goggles": 0.3662,
"eval_mar_100_Mask": 0.3889,
"eval_mar_large": 0.6787,
"eval_mar_medium": 0.401,
"eval_mar_small": 0.213,
"eval_runtime": 6.5147,
"eval_samples_per_second": 23.025,
"eval_steps_per_second": 2.916,
"step": 7062
},
{
"epoch": 67.0,
"grad_norm": 18.814346313476562,
"learning_rate": 1.6542056074766357e-05,
"loss": 0.7635,
"step": 7169
},
{
"epoch": 67.0,
"eval_loss": 1.337988257408142,
"eval_map": 0.261,
"eval_map_50": 0.5248,
"eval_map_75": 0.2284,
"eval_map_Coverall": 0.5506,
"eval_map_Face_Shield": 0.2087,
"eval_map_Gloves": 0.192,
"eval_map_Goggles": 0.0893,
"eval_map_Mask": 0.2642,
"eval_map_large": 0.4515,
"eval_map_medium": 0.2011,
"eval_map_small": 0.1313,
"eval_mar_1": 0.2709,
"eval_mar_10": 0.4293,
"eval_mar_100": 0.4415,
"eval_mar_100_Coverall": 0.6694,
"eval_mar_100_Face_Shield": 0.4241,
"eval_mar_100_Gloves": 0.3741,
"eval_mar_100_Goggles": 0.3646,
"eval_mar_100_Mask": 0.3751,
"eval_mar_large": 0.6649,
"eval_mar_medium": 0.3888,
"eval_mar_small": 0.1993,
"eval_runtime": 9.764,
"eval_samples_per_second": 15.363,
"eval_steps_per_second": 1.946,
"step": 7169
},
{
"epoch": 68.0,
"grad_norm": 72.69847869873047,
"learning_rate": 1.6042056074766358e-05,
"loss": 0.7684,
"step": 7276
},
{
"epoch": 68.0,
"eval_loss": 1.3407331705093384,
"eval_map": 0.2716,
"eval_map_50": 0.5442,
"eval_map_75": 0.244,
"eval_map_Coverall": 0.546,
"eval_map_Face_Shield": 0.2152,
"eval_map_Gloves": 0.2036,
"eval_map_Goggles": 0.1304,
"eval_map_Mask": 0.2627,
"eval_map_large": 0.4784,
"eval_map_medium": 0.2215,
"eval_map_small": 0.1117,
"eval_mar_1": 0.2764,
"eval_mar_10": 0.4335,
"eval_mar_100": 0.4493,
"eval_mar_100_Coverall": 0.6586,
"eval_mar_100_Face_Shield": 0.443,
"eval_mar_100_Gloves": 0.3929,
"eval_mar_100_Goggles": 0.3738,
"eval_mar_100_Mask": 0.3782,
"eval_mar_large": 0.6841,
"eval_mar_medium": 0.4029,
"eval_mar_small": 0.1913,
"eval_runtime": 10.7577,
"eval_samples_per_second": 13.943,
"eval_steps_per_second": 1.766,
"step": 7276
},
{
"epoch": 69.0,
"grad_norm": 102.62555694580078,
"learning_rate": 1.5542056074766356e-05,
"loss": 0.7529,
"step": 7383
},
{
"epoch": 69.0,
"eval_loss": 1.3502390384674072,
"eval_map": 0.2711,
"eval_map_50": 0.5308,
"eval_map_75": 0.2317,
"eval_map_Coverall": 0.5553,
"eval_map_Face_Shield": 0.185,
"eval_map_Gloves": 0.1961,
"eval_map_Goggles": 0.1455,
"eval_map_Mask": 0.2737,
"eval_map_large": 0.4715,
"eval_map_medium": 0.1987,
"eval_map_small": 0.1212,
"eval_mar_1": 0.284,
"eval_mar_10": 0.4374,
"eval_mar_100": 0.4505,
"eval_mar_100_Coverall": 0.6757,
"eval_mar_100_Face_Shield": 0.4266,
"eval_mar_100_Gloves": 0.3835,
"eval_mar_100_Goggles": 0.3815,
"eval_mar_100_Mask": 0.3853,
"eval_mar_large": 0.6714,
"eval_mar_medium": 0.3913,
"eval_mar_small": 0.2156,
"eval_runtime": 6.5398,
"eval_samples_per_second": 22.936,
"eval_steps_per_second": 2.905,
"step": 7383
},
{
"epoch": 70.0,
"grad_norm": 23.579700469970703,
"learning_rate": 1.5042056074766356e-05,
"loss": 0.7544,
"step": 7490
},
{
"epoch": 70.0,
"eval_loss": 1.325109839439392,
"eval_map": 0.2653,
"eval_map_50": 0.522,
"eval_map_75": 0.2397,
"eval_map_Coverall": 0.5377,
"eval_map_Face_Shield": 0.1889,
"eval_map_Gloves": 0.1994,
"eval_map_Goggles": 0.1265,
"eval_map_Mask": 0.274,
"eval_map_large": 0.4596,
"eval_map_medium": 0.2056,
"eval_map_small": 0.1261,
"eval_mar_1": 0.2818,
"eval_mar_10": 0.4372,
"eval_mar_100": 0.4505,
"eval_mar_100_Coverall": 0.6725,
"eval_mar_100_Face_Shield": 0.443,
"eval_mar_100_Gloves": 0.3866,
"eval_mar_100_Goggles": 0.3631,
"eval_mar_100_Mask": 0.3871,
"eval_mar_large": 0.6739,
"eval_mar_medium": 0.3976,
"eval_mar_small": 0.2068,
"eval_runtime": 6.5257,
"eval_samples_per_second": 22.986,
"eval_steps_per_second": 2.912,
"step": 7490
},
{
"epoch": 71.0,
"grad_norm": 39.53978729248047,
"learning_rate": 1.4542056074766355e-05,
"loss": 0.7502,
"step": 7597
},
{
"epoch": 71.0,
"eval_loss": 1.3098286390304565,
"eval_map": 0.2633,
"eval_map_50": 0.5334,
"eval_map_75": 0.2342,
"eval_map_Coverall": 0.5339,
"eval_map_Face_Shield": 0.1924,
"eval_map_Gloves": 0.1978,
"eval_map_Goggles": 0.1229,
"eval_map_Mask": 0.2693,
"eval_map_large": 0.4615,
"eval_map_medium": 0.2002,
"eval_map_small": 0.1188,
"eval_mar_1": 0.2739,
"eval_mar_10": 0.4426,
"eval_mar_100": 0.4528,
"eval_mar_100_Coverall": 0.6635,
"eval_mar_100_Face_Shield": 0.4456,
"eval_mar_100_Gloves": 0.3871,
"eval_mar_100_Goggles": 0.3785,
"eval_mar_100_Mask": 0.3893,
"eval_mar_large": 0.6959,
"eval_mar_medium": 0.3851,
"eval_mar_small": 0.2306,
"eval_runtime": 6.538,
"eval_samples_per_second": 22.943,
"eval_steps_per_second": 2.906,
"step": 7597
},
{
"epoch": 72.0,
"grad_norm": 61.994651794433594,
"learning_rate": 1.4042056074766355e-05,
"loss": 0.7455,
"step": 7704
},
{
"epoch": 72.0,
"eval_loss": 1.3056341409683228,
"eval_map": 0.2752,
"eval_map_50": 0.5537,
"eval_map_75": 0.2329,
"eval_map_Coverall": 0.5512,
"eval_map_Face_Shield": 0.2056,
"eval_map_Gloves": 0.1997,
"eval_map_Goggles": 0.1346,
"eval_map_Mask": 0.2847,
"eval_map_large": 0.4617,
"eval_map_medium": 0.2115,
"eval_map_small": 0.1505,
"eval_mar_1": 0.2761,
"eval_mar_10": 0.4485,
"eval_mar_100": 0.4573,
"eval_mar_100_Coverall": 0.6707,
"eval_mar_100_Face_Shield": 0.4582,
"eval_mar_100_Gloves": 0.3902,
"eval_mar_100_Goggles": 0.3708,
"eval_mar_100_Mask": 0.3964,
"eval_mar_large": 0.6969,
"eval_mar_medium": 0.3935,
"eval_mar_small": 0.225,
"eval_runtime": 6.8439,
"eval_samples_per_second": 21.917,
"eval_steps_per_second": 2.776,
"step": 7704
},
{
"epoch": 73.0,
"grad_norm": 147.1129608154297,
"learning_rate": 1.3542056074766355e-05,
"loss": 0.7296,
"step": 7811
},
{
"epoch": 73.0,
"eval_loss": 1.3426491022109985,
"eval_map": 0.2805,
"eval_map_50": 0.5456,
"eval_map_75": 0.2415,
"eval_map_Coverall": 0.5575,
"eval_map_Face_Shield": 0.2103,
"eval_map_Gloves": 0.2011,
"eval_map_Goggles": 0.1634,
"eval_map_Mask": 0.27,
"eval_map_large": 0.4888,
"eval_map_medium": 0.2257,
"eval_map_small": 0.109,
"eval_mar_1": 0.2801,
"eval_mar_10": 0.4375,
"eval_mar_100": 0.4473,
"eval_mar_100_Coverall": 0.6725,
"eval_mar_100_Face_Shield": 0.4392,
"eval_mar_100_Gloves": 0.3835,
"eval_mar_100_Goggles": 0.3631,
"eval_mar_100_Mask": 0.3782,
"eval_mar_large": 0.6848,
"eval_mar_medium": 0.393,
"eval_mar_small": 0.2101,
"eval_runtime": 6.3118,
"eval_samples_per_second": 23.765,
"eval_steps_per_second": 3.01,
"step": 7811
},
{
"epoch": 74.0,
"grad_norm": 68.77340698242188,
"learning_rate": 1.3042056074766356e-05,
"loss": 0.7227,
"step": 7918
},
{
"epoch": 74.0,
"eval_loss": 1.3422400951385498,
"eval_map": 0.2802,
"eval_map_50": 0.5482,
"eval_map_75": 0.2488,
"eval_map_Coverall": 0.536,
"eval_map_Face_Shield": 0.2301,
"eval_map_Gloves": 0.1982,
"eval_map_Goggles": 0.1512,
"eval_map_Mask": 0.2856,
"eval_map_large": 0.491,
"eval_map_medium": 0.2158,
"eval_map_small": 0.1086,
"eval_mar_1": 0.2891,
"eval_mar_10": 0.4425,
"eval_mar_100": 0.4514,
"eval_mar_100_Coverall": 0.6509,
"eval_mar_100_Face_Shield": 0.4608,
"eval_mar_100_Gloves": 0.3812,
"eval_mar_100_Goggles": 0.3708,
"eval_mar_100_Mask": 0.3933,
"eval_mar_large": 0.6887,
"eval_mar_medium": 0.3861,
"eval_mar_small": 0.2188,
"eval_runtime": 6.7491,
"eval_samples_per_second": 22.225,
"eval_steps_per_second": 2.815,
"step": 7918
},
{
"epoch": 75.0,
"grad_norm": 83.72137451171875,
"learning_rate": 1.2542056074766356e-05,
"loss": 0.7168,
"step": 8025
},
{
"epoch": 75.0,
"eval_loss": 1.3313336372375488,
"eval_map": 0.2716,
"eval_map_50": 0.5351,
"eval_map_75": 0.2348,
"eval_map_Coverall": 0.5538,
"eval_map_Face_Shield": 0.2078,
"eval_map_Gloves": 0.1979,
"eval_map_Goggles": 0.1216,
"eval_map_Mask": 0.2772,
"eval_map_large": 0.4658,
"eval_map_medium": 0.2061,
"eval_map_small": 0.1241,
"eval_mar_1": 0.2795,
"eval_mar_10": 0.4402,
"eval_mar_100": 0.4496,
"eval_mar_100_Coverall": 0.6725,
"eval_mar_100_Face_Shield": 0.4481,
"eval_mar_100_Gloves": 0.3862,
"eval_mar_100_Goggles": 0.3585,
"eval_mar_100_Mask": 0.3827,
"eval_mar_large": 0.6828,
"eval_mar_medium": 0.3945,
"eval_mar_small": 0.1984,
"eval_runtime": 6.3868,
"eval_samples_per_second": 23.486,
"eval_steps_per_second": 2.975,
"step": 8025
},
{
"epoch": 76.0,
"grad_norm": 39.27555465698242,
"learning_rate": 1.2042056074766356e-05,
"loss": 0.7017,
"step": 8132
},
{
"epoch": 76.0,
"eval_loss": 1.3529844284057617,
"eval_map": 0.2791,
"eval_map_50": 0.5405,
"eval_map_75": 0.2628,
"eval_map_Coverall": 0.5522,
"eval_map_Face_Shield": 0.2269,
"eval_map_Gloves": 0.2061,
"eval_map_Goggles": 0.1302,
"eval_map_Mask": 0.2801,
"eval_map_large": 0.489,
"eval_map_medium": 0.2151,
"eval_map_small": 0.1176,
"eval_mar_1": 0.2855,
"eval_mar_10": 0.4427,
"eval_mar_100": 0.4546,
"eval_mar_100_Coverall": 0.6703,
"eval_mar_100_Face_Shield": 0.457,
"eval_mar_100_Gloves": 0.3768,
"eval_mar_100_Goggles": 0.3754,
"eval_mar_100_Mask": 0.3938,
"eval_mar_large": 0.6895,
"eval_mar_medium": 0.3888,
"eval_mar_small": 0.227,
"eval_runtime": 8.1809,
"eval_samples_per_second": 18.335,
"eval_steps_per_second": 2.322,
"step": 8132
},
{
"epoch": 77.0,
"grad_norm": 32.527957916259766,
"learning_rate": 1.1542056074766355e-05,
"loss": 0.6964,
"step": 8239
},
{
"epoch": 77.0,
"eval_loss": 1.3845900297164917,
"eval_map": 0.2721,
"eval_map_50": 0.5386,
"eval_map_75": 0.2396,
"eval_map_Coverall": 0.5423,
"eval_map_Face_Shield": 0.215,
"eval_map_Gloves": 0.198,
"eval_map_Goggles": 0.1298,
"eval_map_Mask": 0.2754,
"eval_map_large": 0.4773,
"eval_map_medium": 0.2114,
"eval_map_small": 0.1311,
"eval_mar_1": 0.28,
"eval_mar_10": 0.4394,
"eval_mar_100": 0.4502,
"eval_mar_100_Coverall": 0.6671,
"eval_mar_100_Face_Shield": 0.4557,
"eval_mar_100_Gloves": 0.3723,
"eval_mar_100_Goggles": 0.3631,
"eval_mar_100_Mask": 0.3929,
"eval_mar_large": 0.6773,
"eval_mar_medium": 0.3796,
"eval_mar_small": 0.227,
"eval_runtime": 6.4313,
"eval_samples_per_second": 23.324,
"eval_steps_per_second": 2.954,
"step": 8239
},
{
"epoch": 78.0,
"grad_norm": 51.706275939941406,
"learning_rate": 1.1042056074766357e-05,
"loss": 0.7158,
"step": 8346
},
{
"epoch": 78.0,
"eval_loss": 1.3431860208511353,
"eval_map": 0.2786,
"eval_map_50": 0.5464,
"eval_map_75": 0.2405,
"eval_map_Coverall": 0.5402,
"eval_map_Face_Shield": 0.2217,
"eval_map_Gloves": 0.2153,
"eval_map_Goggles": 0.141,
"eval_map_Mask": 0.2747,
"eval_map_large": 0.4758,
"eval_map_medium": 0.2183,
"eval_map_small": 0.1281,
"eval_mar_1": 0.2808,
"eval_mar_10": 0.4458,
"eval_mar_100": 0.4564,
"eval_mar_100_Coverall": 0.6581,
"eval_mar_100_Face_Shield": 0.4494,
"eval_mar_100_Gloves": 0.3955,
"eval_mar_100_Goggles": 0.3877,
"eval_mar_100_Mask": 0.3911,
"eval_mar_large": 0.6934,
"eval_mar_medium": 0.3915,
"eval_mar_small": 0.2258,
"eval_runtime": 6.7926,
"eval_samples_per_second": 22.083,
"eval_steps_per_second": 2.797,
"step": 8346
},
{
"epoch": 79.0,
"grad_norm": 52.22529602050781,
"learning_rate": 1.0542056074766356e-05,
"loss": 0.6956,
"step": 8453
},
{
"epoch": 79.0,
"eval_loss": 1.337213397026062,
"eval_map": 0.2794,
"eval_map_50": 0.5565,
"eval_map_75": 0.2398,
"eval_map_Coverall": 0.5354,
"eval_map_Face_Shield": 0.2203,
"eval_map_Gloves": 0.2042,
"eval_map_Goggles": 0.1519,
"eval_map_Mask": 0.2855,
"eval_map_large": 0.4863,
"eval_map_medium": 0.2167,
"eval_map_small": 0.1192,
"eval_mar_1": 0.286,
"eval_mar_10": 0.4432,
"eval_mar_100": 0.4548,
"eval_mar_100_Coverall": 0.6581,
"eval_mar_100_Face_Shield": 0.4443,
"eval_mar_100_Gloves": 0.3911,
"eval_mar_100_Goggles": 0.3815,
"eval_mar_100_Mask": 0.3991,
"eval_mar_large": 0.6859,
"eval_mar_medium": 0.3846,
"eval_mar_small": 0.2251,
"eval_runtime": 9.8075,
"eval_samples_per_second": 15.294,
"eval_steps_per_second": 1.937,
"step": 8453
},
{
"epoch": 80.0,
"grad_norm": 78.87019348144531,
"learning_rate": 1.0042056074766356e-05,
"loss": 0.694,
"step": 8560
},
{
"epoch": 80.0,
"eval_loss": 1.3460081815719604,
"eval_map": 0.2753,
"eval_map_50": 0.5395,
"eval_map_75": 0.2504,
"eval_map_Coverall": 0.5432,
"eval_map_Face_Shield": 0.2197,
"eval_map_Gloves": 0.2122,
"eval_map_Goggles": 0.1271,
"eval_map_Mask": 0.2741,
"eval_map_large": 0.4574,
"eval_map_medium": 0.213,
"eval_map_small": 0.1179,
"eval_mar_1": 0.2901,
"eval_mar_10": 0.4318,
"eval_mar_100": 0.4448,
"eval_mar_100_Coverall": 0.6613,
"eval_mar_100_Face_Shield": 0.443,
"eval_mar_100_Gloves": 0.3772,
"eval_mar_100_Goggles": 0.3569,
"eval_mar_100_Mask": 0.3853,
"eval_mar_large": 0.6768,
"eval_mar_medium": 0.3784,
"eval_mar_small": 0.2178,
"eval_runtime": 7.7526,
"eval_samples_per_second": 19.348,
"eval_steps_per_second": 2.451,
"step": 8560
},
{
"epoch": 81.0,
"grad_norm": 15.951055526733398,
"learning_rate": 9.542056074766356e-06,
"loss": 0.6777,
"step": 8667
},
{
"epoch": 81.0,
"eval_loss": 1.349632740020752,
"eval_map": 0.274,
"eval_map_50": 0.5415,
"eval_map_75": 0.2314,
"eval_map_Coverall": 0.5463,
"eval_map_Face_Shield": 0.2191,
"eval_map_Gloves": 0.2066,
"eval_map_Goggles": 0.1203,
"eval_map_Mask": 0.2777,
"eval_map_large": 0.4625,
"eval_map_medium": 0.2108,
"eval_map_small": 0.1048,
"eval_mar_1": 0.2813,
"eval_mar_10": 0.4377,
"eval_mar_100": 0.45,
"eval_mar_100_Coverall": 0.6604,
"eval_mar_100_Face_Shield": 0.4443,
"eval_mar_100_Gloves": 0.3821,
"eval_mar_100_Goggles": 0.3738,
"eval_mar_100_Mask": 0.3893,
"eval_mar_large": 0.6801,
"eval_mar_medium": 0.3821,
"eval_mar_small": 0.2081,
"eval_runtime": 6.2271,
"eval_samples_per_second": 24.088,
"eval_steps_per_second": 3.051,
"step": 8667
},
{
"epoch": 82.0,
"grad_norm": 65.86162567138672,
"learning_rate": 9.042056074766356e-06,
"loss": 0.6724,
"step": 8774
},
{
"epoch": 82.0,
"eval_loss": 1.334702491760254,
"eval_map": 0.2815,
"eval_map_50": 0.5559,
"eval_map_75": 0.2448,
"eval_map_Coverall": 0.5406,
"eval_map_Face_Shield": 0.2395,
"eval_map_Gloves": 0.2122,
"eval_map_Goggles": 0.1408,
"eval_map_Mask": 0.2744,
"eval_map_large": 0.4742,
"eval_map_medium": 0.2191,
"eval_map_small": 0.123,
"eval_mar_1": 0.2907,
"eval_mar_10": 0.4484,
"eval_mar_100": 0.4588,
"eval_mar_100_Coverall": 0.6554,
"eval_mar_100_Face_Shield": 0.4646,
"eval_mar_100_Gloves": 0.383,
"eval_mar_100_Goggles": 0.3985,
"eval_mar_100_Mask": 0.3924,
"eval_mar_large": 0.6957,
"eval_mar_medium": 0.3922,
"eval_mar_small": 0.2294,
"eval_runtime": 6.778,
"eval_samples_per_second": 22.13,
"eval_steps_per_second": 2.803,
"step": 8774
},
{
"epoch": 83.0,
"grad_norm": 38.99571990966797,
"learning_rate": 8.542056074766355e-06,
"loss": 0.6651,
"step": 8881
},
{
"epoch": 83.0,
"eval_loss": 1.3662735223770142,
"eval_map": 0.2784,
"eval_map_50": 0.5479,
"eval_map_75": 0.2437,
"eval_map_Coverall": 0.5436,
"eval_map_Face_Shield": 0.2282,
"eval_map_Gloves": 0.2119,
"eval_map_Goggles": 0.1377,
"eval_map_Mask": 0.2705,
"eval_map_large": 0.4686,
"eval_map_medium": 0.2152,
"eval_map_small": 0.123,
"eval_mar_1": 0.2889,
"eval_mar_10": 0.4356,
"eval_mar_100": 0.4471,
"eval_mar_100_Coverall": 0.659,
"eval_mar_100_Face_Shield": 0.4405,
"eval_mar_100_Gloves": 0.383,
"eval_mar_100_Goggles": 0.3723,
"eval_mar_100_Mask": 0.3804,
"eval_mar_large": 0.6822,
"eval_mar_medium": 0.3722,
"eval_mar_small": 0.2241,
"eval_runtime": 7.5692,
"eval_samples_per_second": 19.817,
"eval_steps_per_second": 2.51,
"step": 8881
},
{
"epoch": 84.0,
"grad_norm": 47.092533111572266,
"learning_rate": 8.042056074766357e-06,
"loss": 0.6717,
"step": 8988
},
{
"epoch": 84.0,
"eval_loss": 1.3250633478164673,
"eval_map": 0.2826,
"eval_map_50": 0.546,
"eval_map_75": 0.2459,
"eval_map_Coverall": 0.5435,
"eval_map_Face_Shield": 0.2489,
"eval_map_Gloves": 0.2122,
"eval_map_Goggles": 0.1338,
"eval_map_Mask": 0.2744,
"eval_map_large": 0.4841,
"eval_map_medium": 0.2161,
"eval_map_small": 0.1296,
"eval_mar_1": 0.2922,
"eval_mar_10": 0.4477,
"eval_mar_100": 0.4587,
"eval_mar_100_Coverall": 0.6568,
"eval_mar_100_Face_Shield": 0.457,
"eval_mar_100_Gloves": 0.3978,
"eval_mar_100_Goggles": 0.3862,
"eval_mar_100_Mask": 0.396,
"eval_mar_large": 0.7017,
"eval_mar_medium": 0.3785,
"eval_mar_small": 0.2402,
"eval_runtime": 7.555,
"eval_samples_per_second": 19.854,
"eval_steps_per_second": 2.515,
"step": 8988
},
{
"epoch": 85.0,
"grad_norm": 35.25837707519531,
"learning_rate": 7.5420560747663555e-06,
"loss": 0.6631,
"step": 9095
},
{
"epoch": 85.0,
"eval_loss": 1.3569130897521973,
"eval_map": 0.2803,
"eval_map_50": 0.5599,
"eval_map_75": 0.2397,
"eval_map_Coverall": 0.5367,
"eval_map_Face_Shield": 0.2417,
"eval_map_Gloves": 0.214,
"eval_map_Goggles": 0.1302,
"eval_map_Mask": 0.2792,
"eval_map_large": 0.4803,
"eval_map_medium": 0.2143,
"eval_map_small": 0.1197,
"eval_mar_1": 0.2876,
"eval_mar_10": 0.4382,
"eval_mar_100": 0.4497,
"eval_mar_100_Coverall": 0.6563,
"eval_mar_100_Face_Shield": 0.4405,
"eval_mar_100_Gloves": 0.3799,
"eval_mar_100_Goggles": 0.3785,
"eval_mar_100_Mask": 0.3933,
"eval_mar_large": 0.6908,
"eval_mar_medium": 0.3794,
"eval_mar_small": 0.2171,
"eval_runtime": 6.2789,
"eval_samples_per_second": 23.889,
"eval_steps_per_second": 3.026,
"step": 9095
},
{
"epoch": 86.0,
"grad_norm": 86.87081909179688,
"learning_rate": 7.042056074766355e-06,
"loss": 0.6568,
"step": 9202
},
{
"epoch": 86.0,
"eval_loss": 1.3610926866531372,
"eval_map": 0.2808,
"eval_map_50": 0.5624,
"eval_map_75": 0.2364,
"eval_map_Coverall": 0.5421,
"eval_map_Face_Shield": 0.2401,
"eval_map_Gloves": 0.2132,
"eval_map_Goggles": 0.1362,
"eval_map_Mask": 0.2722,
"eval_map_large": 0.4634,
"eval_map_medium": 0.2215,
"eval_map_small": 0.1273,
"eval_mar_1": 0.2827,
"eval_mar_10": 0.4407,
"eval_mar_100": 0.4515,
"eval_mar_100_Coverall": 0.6626,
"eval_mar_100_Face_Shield": 0.4481,
"eval_mar_100_Gloves": 0.3799,
"eval_mar_100_Goggles": 0.3785,
"eval_mar_100_Mask": 0.3884,
"eval_mar_large": 0.6752,
"eval_mar_medium": 0.3949,
"eval_mar_small": 0.1947,
"eval_runtime": 6.4067,
"eval_samples_per_second": 23.413,
"eval_steps_per_second": 2.966,
"step": 9202
},
{
"epoch": 87.0,
"grad_norm": 31.71974754333496,
"learning_rate": 6.542056074766355e-06,
"loss": 0.6644,
"step": 9309
},
{
"epoch": 87.0,
"eval_loss": 1.355183482170105,
"eval_map": 0.286,
"eval_map_50": 0.5661,
"eval_map_75": 0.2482,
"eval_map_Coverall": 0.5451,
"eval_map_Face_Shield": 0.2447,
"eval_map_Gloves": 0.2066,
"eval_map_Goggles": 0.1572,
"eval_map_Mask": 0.2765,
"eval_map_large": 0.4923,
"eval_map_medium": 0.2224,
"eval_map_small": 0.1212,
"eval_mar_1": 0.2865,
"eval_mar_10": 0.4466,
"eval_mar_100": 0.4566,
"eval_mar_100_Coverall": 0.6689,
"eval_mar_100_Face_Shield": 0.4608,
"eval_mar_100_Gloves": 0.3812,
"eval_mar_100_Goggles": 0.3785,
"eval_mar_100_Mask": 0.3938,
"eval_mar_large": 0.6929,
"eval_mar_medium": 0.3943,
"eval_mar_small": 0.2231,
"eval_runtime": 6.786,
"eval_samples_per_second": 22.104,
"eval_steps_per_second": 2.8,
"step": 9309
},
{
"epoch": 88.0,
"grad_norm": 39.250579833984375,
"learning_rate": 6.0420560747663554e-06,
"loss": 0.6569,
"step": 9416
},
{
"epoch": 88.0,
"eval_loss": 1.3391669988632202,
"eval_map": 0.291,
"eval_map_50": 0.568,
"eval_map_75": 0.2641,
"eval_map_Coverall": 0.5463,
"eval_map_Face_Shield": 0.2454,
"eval_map_Gloves": 0.216,
"eval_map_Goggles": 0.1691,
"eval_map_Mask": 0.278,
"eval_map_large": 0.4946,
"eval_map_medium": 0.2289,
"eval_map_small": 0.1359,
"eval_mar_1": 0.2894,
"eval_mar_10": 0.4481,
"eval_mar_100": 0.4582,
"eval_mar_100_Coverall": 0.6676,
"eval_mar_100_Face_Shield": 0.4405,
"eval_mar_100_Gloves": 0.3924,
"eval_mar_100_Goggles": 0.3969,
"eval_mar_100_Mask": 0.3938,
"eval_mar_large": 0.6871,
"eval_mar_medium": 0.4004,
"eval_mar_small": 0.2383,
"eval_runtime": 9.4275,
"eval_samples_per_second": 15.911,
"eval_steps_per_second": 2.015,
"step": 9416
},
{
"epoch": 89.0,
"grad_norm": 29.400394439697266,
"learning_rate": 5.542056074766355e-06,
"loss": 0.6398,
"step": 9523
},
{
"epoch": 89.0,
"eval_loss": 1.3695522546768188,
"eval_map": 0.2899,
"eval_map_50": 0.568,
"eval_map_75": 0.2622,
"eval_map_Coverall": 0.5449,
"eval_map_Face_Shield": 0.2434,
"eval_map_Gloves": 0.2214,
"eval_map_Goggles": 0.1624,
"eval_map_Mask": 0.2774,
"eval_map_large": 0.5052,
"eval_map_medium": 0.2254,
"eval_map_small": 0.1305,
"eval_mar_1": 0.2896,
"eval_mar_10": 0.4457,
"eval_mar_100": 0.4576,
"eval_mar_100_Coverall": 0.6572,
"eval_mar_100_Face_Shield": 0.4582,
"eval_mar_100_Gloves": 0.3982,
"eval_mar_100_Goggles": 0.38,
"eval_mar_100_Mask": 0.3942,
"eval_mar_large": 0.6888,
"eval_mar_medium": 0.3869,
"eval_mar_small": 0.2426,
"eval_runtime": 6.229,
"eval_samples_per_second": 24.081,
"eval_steps_per_second": 3.05,
"step": 9523
},
{
"epoch": 90.0,
"grad_norm": 76.88573455810547,
"learning_rate": 5.042056074766356e-06,
"loss": 0.6482,
"step": 9630
},
{
"epoch": 90.0,
"eval_loss": 1.352439522743225,
"eval_map": 0.2894,
"eval_map_50": 0.5611,
"eval_map_75": 0.2649,
"eval_map_Coverall": 0.5504,
"eval_map_Face_Shield": 0.2339,
"eval_map_Gloves": 0.222,
"eval_map_Goggles": 0.1607,
"eval_map_Mask": 0.2802,
"eval_map_large": 0.4951,
"eval_map_medium": 0.2286,
"eval_map_small": 0.1356,
"eval_mar_1": 0.2907,
"eval_mar_10": 0.4449,
"eval_mar_100": 0.4552,
"eval_mar_100_Coverall": 0.6694,
"eval_mar_100_Face_Shield": 0.4532,
"eval_mar_100_Gloves": 0.3902,
"eval_mar_100_Goggles": 0.3692,
"eval_mar_100_Mask": 0.3942,
"eval_mar_large": 0.6892,
"eval_mar_medium": 0.3953,
"eval_mar_small": 0.236,
"eval_runtime": 6.7277,
"eval_samples_per_second": 22.296,
"eval_steps_per_second": 2.824,
"step": 9630
},
{
"epoch": 91.0,
"grad_norm": 36.79546356201172,
"learning_rate": 4.542056074766355e-06,
"loss": 0.6337,
"step": 9737
},
{
"epoch": 91.0,
"eval_loss": 1.3521007299423218,
"eval_map": 0.2872,
"eval_map_50": 0.5666,
"eval_map_75": 0.2516,
"eval_map_Coverall": 0.5412,
"eval_map_Face_Shield": 0.2378,
"eval_map_Gloves": 0.2205,
"eval_map_Goggles": 0.1578,
"eval_map_Mask": 0.2784,
"eval_map_large": 0.4941,
"eval_map_medium": 0.22,
"eval_map_small": 0.1443,
"eval_mar_1": 0.292,
"eval_mar_10": 0.4427,
"eval_mar_100": 0.4536,
"eval_mar_100_Coverall": 0.6622,
"eval_mar_100_Face_Shield": 0.4456,
"eval_mar_100_Gloves": 0.3924,
"eval_mar_100_Goggles": 0.3723,
"eval_mar_100_Mask": 0.3956,
"eval_mar_large": 0.6774,
"eval_mar_medium": 0.3949,
"eval_mar_small": 0.2393,
"eval_runtime": 6.4867,
"eval_samples_per_second": 23.124,
"eval_steps_per_second": 2.929,
"step": 9737
},
{
"epoch": 92.0,
"grad_norm": 42.25466537475586,
"learning_rate": 4.042056074766355e-06,
"loss": 0.6375,
"step": 9844
},
{
"epoch": 92.0,
"eval_loss": 1.3349506855010986,
"eval_map": 0.2861,
"eval_map_50": 0.558,
"eval_map_75": 0.2566,
"eval_map_Coverall": 0.5428,
"eval_map_Face_Shield": 0.2345,
"eval_map_Gloves": 0.2212,
"eval_map_Goggles": 0.1522,
"eval_map_Mask": 0.28,
"eval_map_large": 0.4857,
"eval_map_medium": 0.2225,
"eval_map_small": 0.1493,
"eval_mar_1": 0.2912,
"eval_mar_10": 0.4451,
"eval_mar_100": 0.4561,
"eval_mar_100_Coverall": 0.664,
"eval_mar_100_Face_Shield": 0.4456,
"eval_mar_100_Gloves": 0.3938,
"eval_mar_100_Goggles": 0.38,
"eval_mar_100_Mask": 0.3973,
"eval_mar_large": 0.6828,
"eval_mar_medium": 0.396,
"eval_mar_small": 0.2262,
"eval_runtime": 6.522,
"eval_samples_per_second": 22.999,
"eval_steps_per_second": 2.913,
"step": 9844
},
{
"epoch": 93.0,
"grad_norm": 39.15599822998047,
"learning_rate": 3.5420560747663556e-06,
"loss": 0.6266,
"step": 9951
},
{
"epoch": 93.0,
"eval_loss": 1.342184066772461,
"eval_map": 0.285,
"eval_map_50": 0.5597,
"eval_map_75": 0.2495,
"eval_map_Coverall": 0.5436,
"eval_map_Face_Shield": 0.2311,
"eval_map_Gloves": 0.2159,
"eval_map_Goggles": 0.1494,
"eval_map_Mask": 0.2849,
"eval_map_large": 0.4925,
"eval_map_medium": 0.219,
"eval_map_small": 0.1321,
"eval_mar_1": 0.2868,
"eval_mar_10": 0.4427,
"eval_mar_100": 0.4548,
"eval_mar_100_Coverall": 0.6599,
"eval_mar_100_Face_Shield": 0.4481,
"eval_mar_100_Gloves": 0.3906,
"eval_mar_100_Goggles": 0.3785,
"eval_mar_100_Mask": 0.3969,
"eval_mar_large": 0.6858,
"eval_mar_medium": 0.3885,
"eval_mar_small": 0.2325,
"eval_runtime": 10.2461,
"eval_samples_per_second": 14.64,
"eval_steps_per_second": 1.854,
"step": 9951
},
{
"epoch": 94.0,
"grad_norm": 27.963838577270508,
"learning_rate": 3.0420560747663554e-06,
"loss": 0.6239,
"step": 10058
},
{
"epoch": 94.0,
"eval_loss": 1.3272526264190674,
"eval_map": 0.2838,
"eval_map_50": 0.5593,
"eval_map_75": 0.2536,
"eval_map_Coverall": 0.5424,
"eval_map_Face_Shield": 0.2379,
"eval_map_Gloves": 0.2196,
"eval_map_Goggles": 0.14,
"eval_map_Mask": 0.279,
"eval_map_large": 0.497,
"eval_map_medium": 0.2185,
"eval_map_small": 0.1314,
"eval_mar_1": 0.2866,
"eval_mar_10": 0.4441,
"eval_mar_100": 0.455,
"eval_mar_100_Coverall": 0.6617,
"eval_mar_100_Face_Shield": 0.4481,
"eval_mar_100_Gloves": 0.3951,
"eval_mar_100_Goggles": 0.3754,
"eval_mar_100_Mask": 0.3947,
"eval_mar_large": 0.6957,
"eval_mar_medium": 0.3923,
"eval_mar_small": 0.2391,
"eval_runtime": 9.3355,
"eval_samples_per_second": 16.068,
"eval_steps_per_second": 2.035,
"step": 10058
},
{
"epoch": 95.0,
"grad_norm": 23.556941986083984,
"learning_rate": 2.542056074766355e-06,
"loss": 0.6286,
"step": 10165
},
{
"epoch": 95.0,
"eval_loss": 1.3487093448638916,
"eval_map": 0.284,
"eval_map_50": 0.5616,
"eval_map_75": 0.2521,
"eval_map_Coverall": 0.5431,
"eval_map_Face_Shield": 0.2321,
"eval_map_Gloves": 0.2221,
"eval_map_Goggles": 0.1431,
"eval_map_Mask": 0.2796,
"eval_map_large": 0.4932,
"eval_map_medium": 0.2167,
"eval_map_small": 0.1321,
"eval_mar_1": 0.2888,
"eval_mar_10": 0.4411,
"eval_mar_100": 0.4518,
"eval_mar_100_Coverall": 0.6604,
"eval_mar_100_Face_Shield": 0.4418,
"eval_mar_100_Gloves": 0.3929,
"eval_mar_100_Goggles": 0.3723,
"eval_mar_100_Mask": 0.3916,
"eval_mar_large": 0.6909,
"eval_mar_medium": 0.38,
"eval_mar_small": 0.2371,
"eval_runtime": 10.1674,
"eval_samples_per_second": 14.753,
"eval_steps_per_second": 1.869,
"step": 10165
},
{
"epoch": 96.0,
"grad_norm": 32.81459426879883,
"learning_rate": 2.042056074766355e-06,
"loss": 0.6249,
"step": 10272
},
{
"epoch": 96.0,
"eval_loss": 1.357058048248291,
"eval_map": 0.287,
"eval_map_50": 0.5651,
"eval_map_75": 0.2513,
"eval_map_Coverall": 0.5455,
"eval_map_Face_Shield": 0.2343,
"eval_map_Gloves": 0.2238,
"eval_map_Goggles": 0.1518,
"eval_map_Mask": 0.2794,
"eval_map_large": 0.5017,
"eval_map_medium": 0.2208,
"eval_map_small": 0.1322,
"eval_mar_1": 0.2877,
"eval_mar_10": 0.4432,
"eval_mar_100": 0.4539,
"eval_mar_100_Coverall": 0.6608,
"eval_mar_100_Face_Shield": 0.4506,
"eval_mar_100_Gloves": 0.3942,
"eval_mar_100_Goggles": 0.3708,
"eval_mar_100_Mask": 0.3929,
"eval_mar_large": 0.6857,
"eval_mar_medium": 0.3876,
"eval_mar_small": 0.2287,
"eval_runtime": 6.3284,
"eval_samples_per_second": 23.703,
"eval_steps_per_second": 3.002,
"step": 10272
},
{
"epoch": 97.0,
"grad_norm": 26.42298698425293,
"learning_rate": 1.542056074766355e-06,
"loss": 0.6118,
"step": 10379
},
{
"epoch": 97.0,
"eval_loss": 1.353764533996582,
"eval_map": 0.287,
"eval_map_50": 0.5689,
"eval_map_75": 0.2524,
"eval_map_Coverall": 0.5429,
"eval_map_Face_Shield": 0.2378,
"eval_map_Gloves": 0.2204,
"eval_map_Goggles": 0.1573,
"eval_map_Mask": 0.2768,
"eval_map_large": 0.5057,
"eval_map_medium": 0.2209,
"eval_map_small": 0.1321,
"eval_mar_1": 0.2882,
"eval_mar_10": 0.4452,
"eval_mar_100": 0.4561,
"eval_mar_100_Coverall": 0.6622,
"eval_mar_100_Face_Shield": 0.4633,
"eval_mar_100_Gloves": 0.3879,
"eval_mar_100_Goggles": 0.3738,
"eval_mar_100_Mask": 0.3933,
"eval_mar_large": 0.6916,
"eval_mar_medium": 0.3873,
"eval_mar_small": 0.2349,
"eval_runtime": 6.5301,
"eval_samples_per_second": 22.971,
"eval_steps_per_second": 2.91,
"step": 10379
},
{
"epoch": 98.0,
"grad_norm": 19.77314567565918,
"learning_rate": 1.0420560747663552e-06,
"loss": 0.6177,
"step": 10486
},
{
"epoch": 98.0,
"eval_loss": 1.3568817377090454,
"eval_map": 0.2854,
"eval_map_50": 0.5663,
"eval_map_75": 0.2511,
"eval_map_Coverall": 0.5424,
"eval_map_Face_Shield": 0.2373,
"eval_map_Gloves": 0.2179,
"eval_map_Goggles": 0.1524,
"eval_map_Mask": 0.2772,
"eval_map_large": 0.501,
"eval_map_medium": 0.2178,
"eval_map_small": 0.1325,
"eval_mar_1": 0.2877,
"eval_mar_10": 0.4454,
"eval_mar_100": 0.4554,
"eval_mar_100_Coverall": 0.6622,
"eval_mar_100_Face_Shield": 0.4608,
"eval_mar_100_Gloves": 0.3902,
"eval_mar_100_Goggles": 0.3677,
"eval_mar_100_Mask": 0.396,
"eval_mar_large": 0.69,
"eval_mar_medium": 0.3877,
"eval_mar_small": 0.2331,
"eval_runtime": 6.7147,
"eval_samples_per_second": 22.339,
"eval_steps_per_second": 2.83,
"step": 10486
},
{
"epoch": 99.0,
"grad_norm": 22.78738784790039,
"learning_rate": 5.420560747663551e-07,
"loss": 0.6232,
"step": 10593
},
{
"epoch": 99.0,
"eval_loss": 1.3514339923858643,
"eval_map": 0.2875,
"eval_map_50": 0.5665,
"eval_map_75": 0.2525,
"eval_map_Coverall": 0.5441,
"eval_map_Face_Shield": 0.2371,
"eval_map_Gloves": 0.2214,
"eval_map_Goggles": 0.1543,
"eval_map_Mask": 0.2804,
"eval_map_large": 0.5004,
"eval_map_medium": 0.2216,
"eval_map_small": 0.1321,
"eval_mar_1": 0.2896,
"eval_mar_10": 0.4477,
"eval_mar_100": 0.4579,
"eval_mar_100_Coverall": 0.6649,
"eval_mar_100_Face_Shield": 0.4646,
"eval_mar_100_Gloves": 0.3888,
"eval_mar_100_Goggles": 0.3769,
"eval_mar_100_Mask": 0.3942,
"eval_mar_large": 0.6913,
"eval_mar_medium": 0.3909,
"eval_mar_small": 0.2344,
"eval_runtime": 11.1981,
"eval_samples_per_second": 13.395,
"eval_steps_per_second": 1.697,
"step": 10593
},
{
"epoch": 100.0,
"grad_norm": 44.44704055786133,
"learning_rate": 4.2056074766355143e-08,
"loss": 0.6264,
"step": 10700
},
{
"epoch": 100.0,
"eval_loss": 1.3496228456497192,
"eval_map": 0.2868,
"eval_map_50": 0.5691,
"eval_map_75": 0.2516,
"eval_map_Coverall": 0.544,
"eval_map_Face_Shield": 0.236,
"eval_map_Gloves": 0.2212,
"eval_map_Goggles": 0.1528,
"eval_map_Mask": 0.2799,
"eval_map_large": 0.5019,
"eval_map_medium": 0.2195,
"eval_map_small": 0.1306,
"eval_mar_1": 0.2862,
"eval_mar_10": 0.445,
"eval_mar_100": 0.4563,
"eval_mar_100_Coverall": 0.6635,
"eval_mar_100_Face_Shield": 0.462,
"eval_mar_100_Gloves": 0.3888,
"eval_mar_100_Goggles": 0.3738,
"eval_mar_100_Mask": 0.3933,
"eval_mar_large": 0.6898,
"eval_mar_medium": 0.3882,
"eval_mar_small": 0.2314,
"eval_runtime": 6.511,
"eval_samples_per_second": 23.038,
"eval_steps_per_second": 2.918,
"step": 10700
},
{
"epoch": 100.0,
"step": 10700,
"total_flos": 2.28455679528e+19,
"train_loss": 0.0,
"train_runtime": 3.2678,
"train_samples_per_second": 26011.548,
"train_steps_per_second": 3274.395
}
],
"logging_steps": 500,
"max_steps": 10700,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 2.28455679528e+19,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}