qubvel-hf's picture
qubvel-hf HF staff
End of training
3556bd4 verified
raw
history blame
No virus
111 kB
{
"best_metric": 0.3589,
"best_model_checkpoint": "sensetime-deformable-detr-finetuned-10k-cppe5-manual-pad/checkpoint-7987",
"epoch": 99.53051643192488,
"eval_steps": 500,
"global_step": 10600,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9953051643192489,
"grad_norm": 31.32114601135254,
"learning_rate": 4.9537735849056605e-05,
"loss": 10.3619,
"step": 106
},
{
"epoch": 0.9953051643192489,
"eval_loss": 1.727857232093811,
"eval_map": 0.0225,
"eval_map_50": 0.0532,
"eval_map_75": 0.0173,
"eval_map_Coverall": 0.058,
"eval_map_Face_Shield": 0.005,
"eval_map_Gloves": 0.0065,
"eval_map_Goggles": 0.0014,
"eval_map_Mask": 0.0414,
"eval_map_large": 0.0573,
"eval_map_medium": 0.0222,
"eval_map_small": 0.0105,
"eval_mar_1": 0.0545,
"eval_mar_10": 0.2021,
"eval_mar_100": 0.256,
"eval_mar_100_Coverall": 0.5185,
"eval_mar_100_Face_Shield": 0.1911,
"eval_mar_100_Gloves": 0.1527,
"eval_mar_100_Goggles": 0.1031,
"eval_mar_100_Mask": 0.3147,
"eval_mar_large": 0.4563,
"eval_mar_medium": 0.1921,
"eval_mar_small": 0.0886,
"eval_runtime": 16.142,
"eval_samples_per_second": 9.293,
"eval_steps_per_second": 1.177,
"step": 106
},
{
"epoch": 2.0,
"grad_norm": 158.1049346923828,
"learning_rate": 4.903301886792453e-05,
"loss": 1.4739,
"step": 213
},
{
"epoch": 2.0,
"eval_loss": 1.4627641439437866,
"eval_map": 0.0652,
"eval_map_50": 0.1399,
"eval_map_75": 0.0556,
"eval_map_Coverall": 0.1909,
"eval_map_Face_Shield": 0.0031,
"eval_map_Gloves": 0.0138,
"eval_map_Goggles": 0.0005,
"eval_map_Mask": 0.1179,
"eval_map_large": 0.0609,
"eval_map_medium": 0.0507,
"eval_map_small": 0.03,
"eval_mar_1": 0.1029,
"eval_mar_10": 0.2575,
"eval_mar_100": 0.2994,
"eval_mar_100_Coverall": 0.6099,
"eval_mar_100_Face_Shield": 0.1051,
"eval_mar_100_Gloves": 0.3013,
"eval_mar_100_Goggles": 0.08,
"eval_mar_100_Mask": 0.4009,
"eval_mar_large": 0.4374,
"eval_mar_medium": 0.2409,
"eval_mar_small": 0.1354,
"eval_runtime": 15.927,
"eval_samples_per_second": 9.418,
"eval_steps_per_second": 1.193,
"step": 213
},
{
"epoch": 2.995305164319249,
"grad_norm": 53.029266357421875,
"learning_rate": 4.853301886792453e-05,
"loss": 1.3224,
"step": 319
},
{
"epoch": 2.995305164319249,
"eval_loss": 1.3719618320465088,
"eval_map": 0.0748,
"eval_map_50": 0.1535,
"eval_map_75": 0.0619,
"eval_map_Coverall": 0.2402,
"eval_map_Face_Shield": 0.0051,
"eval_map_Gloves": 0.0196,
"eval_map_Goggles": 0.0027,
"eval_map_Mask": 0.1063,
"eval_map_large": 0.0966,
"eval_map_medium": 0.0474,
"eval_map_small": 0.0307,
"eval_mar_1": 0.1166,
"eval_mar_10": 0.2946,
"eval_mar_100": 0.343,
"eval_mar_100_Coverall": 0.6568,
"eval_mar_100_Face_Shield": 0.1392,
"eval_mar_100_Gloves": 0.3326,
"eval_mar_100_Goggles": 0.1754,
"eval_mar_100_Mask": 0.4111,
"eval_mar_large": 0.5098,
"eval_mar_medium": 0.2939,
"eval_mar_small": 0.133,
"eval_runtime": 15.8009,
"eval_samples_per_second": 9.493,
"eval_steps_per_second": 1.202,
"step": 319
},
{
"epoch": 4.0,
"grad_norm": 28.842575073242188,
"learning_rate": 4.8028301886792455e-05,
"loss": 1.2103,
"step": 426
},
{
"epoch": 4.0,
"eval_loss": 1.3366893529891968,
"eval_map": 0.1059,
"eval_map_50": 0.2158,
"eval_map_75": 0.0965,
"eval_map_Coverall": 0.2661,
"eval_map_Face_Shield": 0.0084,
"eval_map_Gloves": 0.0415,
"eval_map_Goggles": 0.009,
"eval_map_Mask": 0.2044,
"eval_map_large": 0.1611,
"eval_map_medium": 0.0848,
"eval_map_small": 0.0558,
"eval_mar_1": 0.134,
"eval_mar_10": 0.3451,
"eval_mar_100": 0.3827,
"eval_mar_100_Coverall": 0.6581,
"eval_mar_100_Face_Shield": 0.2405,
"eval_mar_100_Gloves": 0.3679,
"eval_mar_100_Goggles": 0.2338,
"eval_mar_100_Mask": 0.4133,
"eval_mar_large": 0.5769,
"eval_mar_medium": 0.3102,
"eval_mar_small": 0.2024,
"eval_runtime": 16.0433,
"eval_samples_per_second": 9.35,
"eval_steps_per_second": 1.184,
"step": 426
},
{
"epoch": 4.995305164319249,
"grad_norm": 31.324119567871094,
"learning_rate": 4.752830188679246e-05,
"loss": 1.1512,
"step": 532
},
{
"epoch": 4.995305164319249,
"eval_loss": 1.3017340898513794,
"eval_map": 0.1104,
"eval_map_50": 0.2303,
"eval_map_75": 0.0989,
"eval_map_Coverall": 0.2878,
"eval_map_Face_Shield": 0.0264,
"eval_map_Gloves": 0.0413,
"eval_map_Goggles": 0.0083,
"eval_map_Mask": 0.1881,
"eval_map_large": 0.1485,
"eval_map_medium": 0.0911,
"eval_map_small": 0.0497,
"eval_mar_1": 0.1493,
"eval_mar_10": 0.3385,
"eval_mar_100": 0.3902,
"eval_mar_100_Coverall": 0.6739,
"eval_mar_100_Face_Shield": 0.2658,
"eval_mar_100_Gloves": 0.3214,
"eval_mar_100_Goggles": 0.2538,
"eval_mar_100_Mask": 0.436,
"eval_mar_large": 0.488,
"eval_mar_medium": 0.3327,
"eval_mar_small": 0.2218,
"eval_runtime": 15.602,
"eval_samples_per_second": 9.614,
"eval_steps_per_second": 1.218,
"step": 532
},
{
"epoch": 6.0,
"grad_norm": 20.08421516418457,
"learning_rate": 4.702358490566038e-05,
"loss": 1.1269,
"step": 639
},
{
"epoch": 6.0,
"eval_loss": 1.2188905477523804,
"eval_map": 0.1505,
"eval_map_50": 0.3037,
"eval_map_75": 0.1347,
"eval_map_Coverall": 0.3635,
"eval_map_Face_Shield": 0.0443,
"eval_map_Gloves": 0.0786,
"eval_map_Goggles": 0.0241,
"eval_map_Mask": 0.2419,
"eval_map_large": 0.2218,
"eval_map_medium": 0.1251,
"eval_map_small": 0.0673,
"eval_mar_1": 0.188,
"eval_mar_10": 0.3968,
"eval_mar_100": 0.4363,
"eval_mar_100_Coverall": 0.6617,
"eval_mar_100_Face_Shield": 0.3418,
"eval_mar_100_Gloves": 0.3812,
"eval_mar_100_Goggles": 0.3508,
"eval_mar_100_Mask": 0.4458,
"eval_mar_large": 0.6076,
"eval_mar_medium": 0.3799,
"eval_mar_small": 0.2876,
"eval_runtime": 15.8452,
"eval_samples_per_second": 9.467,
"eval_steps_per_second": 1.199,
"step": 639
},
{
"epoch": 6.995305164319249,
"grad_norm": 21.481685638427734,
"learning_rate": 4.652358490566038e-05,
"loss": 1.0859,
"step": 745
},
{
"epoch": 6.995305164319249,
"eval_loss": 1.1980206966400146,
"eval_map": 0.1635,
"eval_map_50": 0.3138,
"eval_map_75": 0.1478,
"eval_map_Coverall": 0.3806,
"eval_map_Face_Shield": 0.0464,
"eval_map_Gloves": 0.1133,
"eval_map_Goggles": 0.042,
"eval_map_Mask": 0.2353,
"eval_map_large": 0.2544,
"eval_map_medium": 0.1364,
"eval_map_small": 0.0766,
"eval_mar_1": 0.2051,
"eval_mar_10": 0.4075,
"eval_mar_100": 0.443,
"eval_mar_100_Coverall": 0.6757,
"eval_mar_100_Face_Shield": 0.3848,
"eval_mar_100_Gloves": 0.4161,
"eval_mar_100_Goggles": 0.3108,
"eval_mar_100_Mask": 0.4276,
"eval_mar_large": 0.63,
"eval_mar_medium": 0.3627,
"eval_mar_small": 0.2827,
"eval_runtime": 15.5814,
"eval_samples_per_second": 9.627,
"eval_steps_per_second": 1.219,
"step": 745
},
{
"epoch": 8.0,
"grad_norm": 32.4256477355957,
"learning_rate": 4.60188679245283e-05,
"loss": 1.0439,
"step": 852
},
{
"epoch": 8.0,
"eval_loss": 1.244576334953308,
"eval_map": 0.172,
"eval_map_50": 0.3484,
"eval_map_75": 0.1511,
"eval_map_Coverall": 0.3777,
"eval_map_Face_Shield": 0.0758,
"eval_map_Gloves": 0.1172,
"eval_map_Goggles": 0.0781,
"eval_map_Mask": 0.2113,
"eval_map_large": 0.2721,
"eval_map_medium": 0.1464,
"eval_map_small": 0.0858,
"eval_mar_1": 0.2275,
"eval_mar_10": 0.4135,
"eval_mar_100": 0.4428,
"eval_mar_100_Coverall": 0.6324,
"eval_mar_100_Face_Shield": 0.4316,
"eval_mar_100_Gloves": 0.3683,
"eval_mar_100_Goggles": 0.3492,
"eval_mar_100_Mask": 0.4324,
"eval_mar_large": 0.6221,
"eval_mar_medium": 0.3911,
"eval_mar_small": 0.2567,
"eval_runtime": 15.7324,
"eval_samples_per_second": 9.534,
"eval_steps_per_second": 1.208,
"step": 852
},
{
"epoch": 8.995305164319248,
"grad_norm": 16.86226463317871,
"learning_rate": 4.55188679245283e-05,
"loss": 1.017,
"step": 958
},
{
"epoch": 8.995305164319248,
"eval_loss": 1.163694143295288,
"eval_map": 0.2129,
"eval_map_50": 0.4062,
"eval_map_75": 0.1987,
"eval_map_Coverall": 0.4423,
"eval_map_Face_Shield": 0.0842,
"eval_map_Gloves": 0.1564,
"eval_map_Goggles": 0.1188,
"eval_map_Mask": 0.2628,
"eval_map_large": 0.3477,
"eval_map_medium": 0.1806,
"eval_map_small": 0.1132,
"eval_mar_1": 0.2496,
"eval_mar_10": 0.4392,
"eval_mar_100": 0.4664,
"eval_mar_100_Coverall": 0.6568,
"eval_mar_100_Face_Shield": 0.4772,
"eval_mar_100_Gloves": 0.429,
"eval_mar_100_Goggles": 0.3323,
"eval_mar_100_Mask": 0.4369,
"eval_mar_large": 0.6474,
"eval_mar_medium": 0.3972,
"eval_mar_small": 0.3248,
"eval_runtime": 15.6502,
"eval_samples_per_second": 9.585,
"eval_steps_per_second": 1.214,
"step": 958
},
{
"epoch": 10.0,
"grad_norm": 63.055667877197266,
"learning_rate": 4.501415094339623e-05,
"loss": 0.9767,
"step": 1065
},
{
"epoch": 10.0,
"eval_loss": 1.126867413520813,
"eval_map": 0.2289,
"eval_map_50": 0.4432,
"eval_map_75": 0.2126,
"eval_map_Coverall": 0.4614,
"eval_map_Face_Shield": 0.1122,
"eval_map_Gloves": 0.1489,
"eval_map_Goggles": 0.1467,
"eval_map_Mask": 0.275,
"eval_map_large": 0.3867,
"eval_map_medium": 0.1906,
"eval_map_small": 0.1015,
"eval_mar_1": 0.258,
"eval_mar_10": 0.4482,
"eval_mar_100": 0.4827,
"eval_mar_100_Coverall": 0.6721,
"eval_mar_100_Face_Shield": 0.4582,
"eval_mar_100_Gloves": 0.4237,
"eval_mar_100_Goggles": 0.4062,
"eval_mar_100_Mask": 0.4533,
"eval_mar_large": 0.6946,
"eval_mar_medium": 0.407,
"eval_mar_small": 0.313,
"eval_runtime": 15.7094,
"eval_samples_per_second": 9.548,
"eval_steps_per_second": 1.209,
"step": 1065
},
{
"epoch": 10.995305164319248,
"grad_norm": 28.877904891967773,
"learning_rate": 4.4514150943396224e-05,
"loss": 0.9644,
"step": 1171
},
{
"epoch": 10.995305164319248,
"eval_loss": 1.1110035181045532,
"eval_map": 0.2232,
"eval_map_50": 0.4358,
"eval_map_75": 0.2044,
"eval_map_Coverall": 0.4789,
"eval_map_Face_Shield": 0.1002,
"eval_map_Gloves": 0.1636,
"eval_map_Goggles": 0.1119,
"eval_map_Mask": 0.2615,
"eval_map_large": 0.3961,
"eval_map_medium": 0.1857,
"eval_map_small": 0.1075,
"eval_mar_1": 0.2573,
"eval_mar_10": 0.4596,
"eval_mar_100": 0.494,
"eval_mar_100_Coverall": 0.6838,
"eval_mar_100_Face_Shield": 0.4747,
"eval_mar_100_Gloves": 0.4362,
"eval_mar_100_Goggles": 0.4231,
"eval_mar_100_Mask": 0.4524,
"eval_mar_large": 0.7159,
"eval_mar_medium": 0.4296,
"eval_mar_small": 0.3017,
"eval_runtime": 15.8056,
"eval_samples_per_second": 9.49,
"eval_steps_per_second": 1.202,
"step": 1171
},
{
"epoch": 12.0,
"grad_norm": 11.027615547180176,
"learning_rate": 4.400943396226415e-05,
"loss": 0.913,
"step": 1278
},
{
"epoch": 12.0,
"eval_loss": 1.096230149269104,
"eval_map": 0.2356,
"eval_map_50": 0.4489,
"eval_map_75": 0.2203,
"eval_map_Coverall": 0.5056,
"eval_map_Face_Shield": 0.1232,
"eval_map_Gloves": 0.1684,
"eval_map_Goggles": 0.0934,
"eval_map_Mask": 0.2871,
"eval_map_large": 0.4016,
"eval_map_medium": 0.1966,
"eval_map_small": 0.103,
"eval_mar_1": 0.2502,
"eval_mar_10": 0.4601,
"eval_mar_100": 0.4872,
"eval_mar_100_Coverall": 0.6982,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4357,
"eval_mar_100_Goggles": 0.3708,
"eval_mar_100_Mask": 0.4387,
"eval_mar_large": 0.6815,
"eval_mar_medium": 0.436,
"eval_mar_small": 0.2891,
"eval_runtime": 15.7652,
"eval_samples_per_second": 9.515,
"eval_steps_per_second": 1.205,
"step": 1278
},
{
"epoch": 12.995305164319248,
"grad_norm": 33.50215530395508,
"learning_rate": 4.3509433962264154e-05,
"loss": 0.9137,
"step": 1384
},
{
"epoch": 12.995305164319248,
"eval_loss": 1.0737526416778564,
"eval_map": 0.2611,
"eval_map_50": 0.5029,
"eval_map_75": 0.2452,
"eval_map_Coverall": 0.5015,
"eval_map_Face_Shield": 0.1089,
"eval_map_Gloves": 0.2106,
"eval_map_Goggles": 0.1568,
"eval_map_Mask": 0.3275,
"eval_map_large": 0.4447,
"eval_map_medium": 0.217,
"eval_map_small": 0.1286,
"eval_mar_1": 0.2697,
"eval_mar_10": 0.4713,
"eval_mar_100": 0.4999,
"eval_mar_100_Coverall": 0.6793,
"eval_mar_100_Face_Shield": 0.4722,
"eval_mar_100_Gloves": 0.4375,
"eval_mar_100_Goggles": 0.4108,
"eval_mar_100_Mask": 0.5,
"eval_mar_large": 0.709,
"eval_mar_medium": 0.4332,
"eval_mar_small": 0.3139,
"eval_runtime": 15.5675,
"eval_samples_per_second": 9.635,
"eval_steps_per_second": 1.22,
"step": 1384
},
{
"epoch": 14.0,
"grad_norm": 17.03536033630371,
"learning_rate": 4.3004716981132075e-05,
"loss": 0.8912,
"step": 1491
},
{
"epoch": 14.0,
"eval_loss": 1.075899600982666,
"eval_map": 0.2507,
"eval_map_50": 0.4762,
"eval_map_75": 0.2409,
"eval_map_Coverall": 0.5117,
"eval_map_Face_Shield": 0.121,
"eval_map_Gloves": 0.1978,
"eval_map_Goggles": 0.1248,
"eval_map_Mask": 0.2983,
"eval_map_large": 0.3983,
"eval_map_medium": 0.2104,
"eval_map_small": 0.1312,
"eval_mar_1": 0.2567,
"eval_mar_10": 0.466,
"eval_mar_100": 0.4975,
"eval_mar_100_Coverall": 0.6793,
"eval_mar_100_Face_Shield": 0.4759,
"eval_mar_100_Gloves": 0.4549,
"eval_mar_100_Goggles": 0.4154,
"eval_mar_100_Mask": 0.4618,
"eval_mar_large": 0.6846,
"eval_mar_medium": 0.4542,
"eval_mar_small": 0.301,
"eval_runtime": 15.5842,
"eval_samples_per_second": 9.625,
"eval_steps_per_second": 1.219,
"step": 1491
},
{
"epoch": 14.995305164319248,
"grad_norm": 28.088407516479492,
"learning_rate": 4.2504716981132076e-05,
"loss": 0.8813,
"step": 1597
},
{
"epoch": 14.995305164319248,
"eval_loss": 1.0866740942001343,
"eval_map": 0.2671,
"eval_map_50": 0.5024,
"eval_map_75": 0.2477,
"eval_map_Coverall": 0.495,
"eval_map_Face_Shield": 0.1419,
"eval_map_Gloves": 0.2163,
"eval_map_Goggles": 0.1562,
"eval_map_Mask": 0.3258,
"eval_map_large": 0.4606,
"eval_map_medium": 0.2056,
"eval_map_small": 0.1271,
"eval_mar_1": 0.2821,
"eval_mar_10": 0.4668,
"eval_mar_100": 0.498,
"eval_mar_100_Coverall": 0.6662,
"eval_mar_100_Face_Shield": 0.4873,
"eval_mar_100_Gloves": 0.4429,
"eval_mar_100_Goggles": 0.4185,
"eval_mar_100_Mask": 0.4751,
"eval_mar_large": 0.7065,
"eval_mar_medium": 0.4313,
"eval_mar_small": 0.2959,
"eval_runtime": 15.7878,
"eval_samples_per_second": 9.501,
"eval_steps_per_second": 1.203,
"step": 1597
},
{
"epoch": 16.0,
"grad_norm": 16.87464714050293,
"learning_rate": 4.2e-05,
"loss": 0.8498,
"step": 1704
},
{
"epoch": 16.0,
"eval_loss": 1.0623629093170166,
"eval_map": 0.2666,
"eval_map_50": 0.4992,
"eval_map_75": 0.2419,
"eval_map_Coverall": 0.5405,
"eval_map_Face_Shield": 0.1325,
"eval_map_Gloves": 0.2057,
"eval_map_Goggles": 0.1513,
"eval_map_Mask": 0.3028,
"eval_map_large": 0.4244,
"eval_map_medium": 0.2283,
"eval_map_small": 0.1318,
"eval_mar_1": 0.2798,
"eval_mar_10": 0.4744,
"eval_mar_100": 0.5083,
"eval_mar_100_Coverall": 0.7099,
"eval_mar_100_Face_Shield": 0.4734,
"eval_mar_100_Gloves": 0.4616,
"eval_mar_100_Goggles": 0.4231,
"eval_mar_100_Mask": 0.4733,
"eval_mar_large": 0.6703,
"eval_mar_medium": 0.4576,
"eval_mar_small": 0.3305,
"eval_runtime": 15.5434,
"eval_samples_per_second": 9.65,
"eval_steps_per_second": 1.222,
"step": 1704
},
{
"epoch": 16.995305164319248,
"grad_norm": 220.31700134277344,
"learning_rate": 4.15e-05,
"loss": 0.8483,
"step": 1810
},
{
"epoch": 16.995305164319248,
"eval_loss": 1.0819945335388184,
"eval_map": 0.2787,
"eval_map_50": 0.5205,
"eval_map_75": 0.257,
"eval_map_Coverall": 0.5263,
"eval_map_Face_Shield": 0.1694,
"eval_map_Gloves": 0.227,
"eval_map_Goggles": 0.1581,
"eval_map_Mask": 0.3125,
"eval_map_large": 0.4503,
"eval_map_medium": 0.2308,
"eval_map_small": 0.1461,
"eval_mar_1": 0.277,
"eval_mar_10": 0.4735,
"eval_mar_100": 0.5036,
"eval_mar_100_Coverall": 0.6694,
"eval_mar_100_Face_Shield": 0.5241,
"eval_mar_100_Gloves": 0.4576,
"eval_mar_100_Goggles": 0.3908,
"eval_mar_100_Mask": 0.4764,
"eval_mar_large": 0.7175,
"eval_mar_medium": 0.4551,
"eval_mar_small": 0.299,
"eval_runtime": 15.7588,
"eval_samples_per_second": 9.518,
"eval_steps_per_second": 1.206,
"step": 1810
},
{
"epoch": 18.0,
"grad_norm": 31.20669937133789,
"learning_rate": 4.099528301886793e-05,
"loss": 0.8221,
"step": 1917
},
{
"epoch": 18.0,
"eval_loss": 1.045124888420105,
"eval_map": 0.2898,
"eval_map_50": 0.5404,
"eval_map_75": 0.2682,
"eval_map_Coverall": 0.5524,
"eval_map_Face_Shield": 0.1792,
"eval_map_Gloves": 0.2346,
"eval_map_Goggles": 0.1728,
"eval_map_Mask": 0.31,
"eval_map_large": 0.4668,
"eval_map_medium": 0.2366,
"eval_map_small": 0.1397,
"eval_mar_1": 0.2939,
"eval_mar_10": 0.48,
"eval_mar_100": 0.5125,
"eval_mar_100_Coverall": 0.6968,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4781,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4649,
"eval_mar_large": 0.7227,
"eval_mar_medium": 0.458,
"eval_mar_small": 0.3176,
"eval_runtime": 15.8134,
"eval_samples_per_second": 9.486,
"eval_steps_per_second": 1.202,
"step": 1917
},
{
"epoch": 18.995305164319248,
"grad_norm": 75.82270812988281,
"learning_rate": 4.05e-05,
"loss": 0.817,
"step": 2023
},
{
"epoch": 18.995305164319248,
"eval_loss": 1.0583559274673462,
"eval_map": 0.2903,
"eval_map_50": 0.5527,
"eval_map_75": 0.2735,
"eval_map_Coverall": 0.549,
"eval_map_Face_Shield": 0.1764,
"eval_map_Gloves": 0.2235,
"eval_map_Goggles": 0.1855,
"eval_map_Mask": 0.3169,
"eval_map_large": 0.4737,
"eval_map_medium": 0.24,
"eval_map_small": 0.1519,
"eval_mar_1": 0.2861,
"eval_mar_10": 0.4794,
"eval_mar_100": 0.505,
"eval_mar_100_Coverall": 0.6694,
"eval_mar_100_Face_Shield": 0.4848,
"eval_mar_100_Gloves": 0.4777,
"eval_mar_100_Goggles": 0.4246,
"eval_mar_100_Mask": 0.4684,
"eval_mar_large": 0.7091,
"eval_mar_medium": 0.4526,
"eval_mar_small": 0.3191,
"eval_runtime": 15.6937,
"eval_samples_per_second": 9.558,
"eval_steps_per_second": 1.211,
"step": 2023
},
{
"epoch": 20.0,
"grad_norm": 18.41859245300293,
"learning_rate": 3.999528301886792e-05,
"loss": 0.8036,
"step": 2130
},
{
"epoch": 20.0,
"eval_loss": 1.0190610885620117,
"eval_map": 0.3035,
"eval_map_50": 0.5578,
"eval_map_75": 0.2858,
"eval_map_Coverall": 0.556,
"eval_map_Face_Shield": 0.1763,
"eval_map_Gloves": 0.2276,
"eval_map_Goggles": 0.2162,
"eval_map_Mask": 0.3416,
"eval_map_large": 0.4706,
"eval_map_medium": 0.2573,
"eval_map_small": 0.1533,
"eval_mar_1": 0.3007,
"eval_mar_10": 0.4967,
"eval_mar_100": 0.5268,
"eval_mar_100_Coverall": 0.6986,
"eval_mar_100_Face_Shield": 0.4835,
"eval_mar_100_Gloves": 0.4835,
"eval_mar_100_Goggles": 0.4646,
"eval_mar_100_Mask": 0.5036,
"eval_mar_large": 0.7306,
"eval_mar_medium": 0.4752,
"eval_mar_small": 0.3419,
"eval_runtime": 15.9766,
"eval_samples_per_second": 9.389,
"eval_steps_per_second": 1.189,
"step": 2130
},
{
"epoch": 20.995305164319248,
"grad_norm": 19.0677547454834,
"learning_rate": 3.949528301886793e-05,
"loss": 0.8123,
"step": 2236
},
{
"epoch": 20.995305164319248,
"eval_loss": 1.037892460823059,
"eval_map": 0.2956,
"eval_map_50": 0.5485,
"eval_map_75": 0.2926,
"eval_map_Coverall": 0.5456,
"eval_map_Face_Shield": 0.1876,
"eval_map_Gloves": 0.2409,
"eval_map_Goggles": 0.1753,
"eval_map_Mask": 0.3286,
"eval_map_large": 0.4422,
"eval_map_medium": 0.2456,
"eval_map_small": 0.1558,
"eval_mar_1": 0.2803,
"eval_mar_10": 0.4779,
"eval_mar_100": 0.505,
"eval_mar_100_Coverall": 0.6986,
"eval_mar_100_Face_Shield": 0.5127,
"eval_mar_100_Gloves": 0.4661,
"eval_mar_100_Goggles": 0.3923,
"eval_mar_100_Mask": 0.4556,
"eval_mar_large": 0.7074,
"eval_mar_medium": 0.4454,
"eval_mar_small": 0.3013,
"eval_runtime": 15.6357,
"eval_samples_per_second": 9.593,
"eval_steps_per_second": 1.215,
"step": 2236
},
{
"epoch": 22.0,
"grad_norm": 16.02234649658203,
"learning_rate": 3.8990566037735846e-05,
"loss": 0.7754,
"step": 2343
},
{
"epoch": 22.0,
"eval_loss": 1.0195302963256836,
"eval_map": 0.3091,
"eval_map_50": 0.5753,
"eval_map_75": 0.2991,
"eval_map_Coverall": 0.5486,
"eval_map_Face_Shield": 0.2008,
"eval_map_Gloves": 0.2483,
"eval_map_Goggles": 0.1959,
"eval_map_Mask": 0.3517,
"eval_map_large": 0.4994,
"eval_map_medium": 0.2596,
"eval_map_small": 0.1525,
"eval_mar_1": 0.296,
"eval_mar_10": 0.4842,
"eval_mar_100": 0.5152,
"eval_mar_100_Coverall": 0.691,
"eval_mar_100_Face_Shield": 0.4861,
"eval_mar_100_Gloves": 0.4763,
"eval_mar_100_Goggles": 0.4323,
"eval_mar_100_Mask": 0.4902,
"eval_mar_large": 0.7229,
"eval_mar_medium": 0.4625,
"eval_mar_small": 0.3251,
"eval_runtime": 15.9065,
"eval_samples_per_second": 9.43,
"eval_steps_per_second": 1.194,
"step": 2343
},
{
"epoch": 22.995305164319248,
"grad_norm": 28.073963165283203,
"learning_rate": 3.8490566037735854e-05,
"loss": 0.7821,
"step": 2449
},
{
"epoch": 22.995305164319248,
"eval_loss": 1.0280967950820923,
"eval_map": 0.2914,
"eval_map_50": 0.5489,
"eval_map_75": 0.2729,
"eval_map_Coverall": 0.5475,
"eval_map_Face_Shield": 0.145,
"eval_map_Gloves": 0.2342,
"eval_map_Goggles": 0.1773,
"eval_map_Mask": 0.353,
"eval_map_large": 0.4759,
"eval_map_medium": 0.2336,
"eval_map_small": 0.1621,
"eval_mar_1": 0.2881,
"eval_mar_10": 0.4763,
"eval_mar_100": 0.5031,
"eval_mar_100_Coverall": 0.6896,
"eval_mar_100_Face_Shield": 0.438,
"eval_mar_100_Gloves": 0.4826,
"eval_mar_100_Goggles": 0.4231,
"eval_mar_100_Mask": 0.4822,
"eval_mar_large": 0.7231,
"eval_mar_medium": 0.4401,
"eval_mar_small": 0.3216,
"eval_runtime": 15.8804,
"eval_samples_per_second": 9.446,
"eval_steps_per_second": 1.196,
"step": 2449
},
{
"epoch": 24.0,
"grad_norm": 15.379446029663086,
"learning_rate": 3.7985849056603775e-05,
"loss": 0.7728,
"step": 2556
},
{
"epoch": 24.0,
"eval_loss": 1.0186630487442017,
"eval_map": 0.3027,
"eval_map_50": 0.5771,
"eval_map_75": 0.2814,
"eval_map_Coverall": 0.5602,
"eval_map_Face_Shield": 0.167,
"eval_map_Gloves": 0.2421,
"eval_map_Goggles": 0.2045,
"eval_map_Mask": 0.3396,
"eval_map_large": 0.4894,
"eval_map_medium": 0.2508,
"eval_map_small": 0.162,
"eval_mar_1": 0.3055,
"eval_mar_10": 0.4753,
"eval_mar_100": 0.5031,
"eval_mar_100_Coverall": 0.6901,
"eval_mar_100_Face_Shield": 0.4544,
"eval_mar_100_Gloves": 0.4746,
"eval_mar_100_Goggles": 0.4262,
"eval_mar_100_Mask": 0.4702,
"eval_mar_large": 0.7223,
"eval_mar_medium": 0.4452,
"eval_mar_small": 0.313,
"eval_runtime": 15.808,
"eval_samples_per_second": 9.489,
"eval_steps_per_second": 1.202,
"step": 2556
},
{
"epoch": 24.995305164319248,
"grad_norm": 14.626235008239746,
"learning_rate": 3.7485849056603776e-05,
"loss": 0.7626,
"step": 2662
},
{
"epoch": 24.995305164319248,
"eval_loss": 1.0173505544662476,
"eval_map": 0.3098,
"eval_map_50": 0.582,
"eval_map_75": 0.287,
"eval_map_Coverall": 0.5626,
"eval_map_Face_Shield": 0.2061,
"eval_map_Gloves": 0.2438,
"eval_map_Goggles": 0.2022,
"eval_map_Mask": 0.3341,
"eval_map_large": 0.4802,
"eval_map_medium": 0.256,
"eval_map_small": 0.155,
"eval_mar_1": 0.298,
"eval_mar_10": 0.479,
"eval_mar_100": 0.5049,
"eval_mar_100_Coverall": 0.7023,
"eval_mar_100_Face_Shield": 0.481,
"eval_mar_100_Gloves": 0.4705,
"eval_mar_100_Goggles": 0.3985,
"eval_mar_100_Mask": 0.472,
"eval_mar_large": 0.7075,
"eval_mar_medium": 0.4508,
"eval_mar_small": 0.3115,
"eval_runtime": 15.6729,
"eval_samples_per_second": 9.571,
"eval_steps_per_second": 1.212,
"step": 2662
},
{
"epoch": 26.0,
"grad_norm": 14.109905242919922,
"learning_rate": 3.69811320754717e-05,
"loss": 0.7373,
"step": 2769
},
{
"epoch": 26.0,
"eval_loss": 1.0242934226989746,
"eval_map": 0.3095,
"eval_map_50": 0.5691,
"eval_map_75": 0.29,
"eval_map_Coverall": 0.5707,
"eval_map_Face_Shield": 0.2093,
"eval_map_Gloves": 0.2371,
"eval_map_Goggles": 0.1857,
"eval_map_Mask": 0.3449,
"eval_map_large": 0.4646,
"eval_map_medium": 0.2648,
"eval_map_small": 0.1705,
"eval_mar_1": 0.2906,
"eval_mar_10": 0.4849,
"eval_mar_100": 0.5122,
"eval_mar_100_Coverall": 0.7045,
"eval_mar_100_Face_Shield": 0.4899,
"eval_mar_100_Gloves": 0.4848,
"eval_mar_100_Goggles": 0.4031,
"eval_mar_100_Mask": 0.4787,
"eval_mar_large": 0.6931,
"eval_mar_medium": 0.4652,
"eval_mar_small": 0.3266,
"eval_runtime": 16.082,
"eval_samples_per_second": 9.327,
"eval_steps_per_second": 1.181,
"step": 2769
},
{
"epoch": 26.995305164319248,
"grad_norm": 32.207271575927734,
"learning_rate": 3.64811320754717e-05,
"loss": 0.7417,
"step": 2875
},
{
"epoch": 26.995305164319248,
"eval_loss": 1.027405023574829,
"eval_map": 0.302,
"eval_map_50": 0.57,
"eval_map_75": 0.2822,
"eval_map_Coverall": 0.561,
"eval_map_Face_Shield": 0.1538,
"eval_map_Gloves": 0.2606,
"eval_map_Goggles": 0.1863,
"eval_map_Mask": 0.3483,
"eval_map_large": 0.4879,
"eval_map_medium": 0.2621,
"eval_map_small": 0.1566,
"eval_mar_1": 0.2855,
"eval_mar_10": 0.4846,
"eval_mar_100": 0.5098,
"eval_mar_100_Coverall": 0.6865,
"eval_mar_100_Face_Shield": 0.4582,
"eval_mar_100_Gloves": 0.4987,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.492,
"eval_mar_large": 0.7126,
"eval_mar_medium": 0.4661,
"eval_mar_small": 0.3007,
"eval_runtime": 15.6467,
"eval_samples_per_second": 9.587,
"eval_steps_per_second": 1.214,
"step": 2875
},
{
"epoch": 28.0,
"grad_norm": 30.694595336914062,
"learning_rate": 3.597641509433962e-05,
"loss": 0.7342,
"step": 2982
},
{
"epoch": 28.0,
"eval_loss": 1.0251094102859497,
"eval_map": 0.3111,
"eval_map_50": 0.5698,
"eval_map_75": 0.301,
"eval_map_Coverall": 0.5803,
"eval_map_Face_Shield": 0.2111,
"eval_map_Gloves": 0.26,
"eval_map_Goggles": 0.1731,
"eval_map_Mask": 0.331,
"eval_map_large": 0.5177,
"eval_map_medium": 0.264,
"eval_map_small": 0.2027,
"eval_mar_1": 0.2992,
"eval_mar_10": 0.484,
"eval_mar_100": 0.5101,
"eval_mar_100_Coverall": 0.705,
"eval_mar_100_Face_Shield": 0.5051,
"eval_mar_100_Gloves": 0.4772,
"eval_mar_100_Goggles": 0.3954,
"eval_mar_100_Mask": 0.468,
"eval_mar_large": 0.7202,
"eval_mar_medium": 0.4723,
"eval_mar_small": 0.2979,
"eval_runtime": 15.6817,
"eval_samples_per_second": 9.565,
"eval_steps_per_second": 1.212,
"step": 2982
},
{
"epoch": 28.995305164319248,
"grad_norm": 781.2589721679688,
"learning_rate": 3.547641509433963e-05,
"loss": 0.7245,
"step": 3088
},
{
"epoch": 28.995305164319248,
"eval_loss": 1.0225406885147095,
"eval_map": 0.3191,
"eval_map_50": 0.5929,
"eval_map_75": 0.3104,
"eval_map_Coverall": 0.5775,
"eval_map_Face_Shield": 0.2194,
"eval_map_Gloves": 0.2708,
"eval_map_Goggles": 0.2009,
"eval_map_Mask": 0.3268,
"eval_map_large": 0.5187,
"eval_map_medium": 0.2687,
"eval_map_small": 0.1477,
"eval_mar_1": 0.2897,
"eval_mar_10": 0.4849,
"eval_mar_100": 0.5109,
"eval_mar_100_Coverall": 0.7,
"eval_mar_100_Face_Shield": 0.4848,
"eval_mar_100_Gloves": 0.4911,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4711,
"eval_mar_large": 0.7198,
"eval_mar_medium": 0.4674,
"eval_mar_small": 0.3102,
"eval_runtime": 15.7295,
"eval_samples_per_second": 9.536,
"eval_steps_per_second": 1.208,
"step": 3088
},
{
"epoch": 30.0,
"grad_norm": 18.425312042236328,
"learning_rate": 3.497169811320754e-05,
"loss": 0.7193,
"step": 3195
},
{
"epoch": 30.0,
"eval_loss": 1.0384386777877808,
"eval_map": 0.3178,
"eval_map_50": 0.5825,
"eval_map_75": 0.2977,
"eval_map_Coverall": 0.5821,
"eval_map_Face_Shield": 0.2162,
"eval_map_Gloves": 0.2696,
"eval_map_Goggles": 0.1935,
"eval_map_Mask": 0.3277,
"eval_map_large": 0.5044,
"eval_map_medium": 0.2784,
"eval_map_small": 0.1663,
"eval_mar_1": 0.2951,
"eval_mar_10": 0.4786,
"eval_mar_100": 0.5028,
"eval_mar_100_Coverall": 0.6977,
"eval_mar_100_Face_Shield": 0.481,
"eval_mar_100_Gloves": 0.4853,
"eval_mar_100_Goggles": 0.3938,
"eval_mar_100_Mask": 0.456,
"eval_mar_large": 0.7195,
"eval_mar_medium": 0.4703,
"eval_mar_small": 0.2824,
"eval_runtime": 15.8902,
"eval_samples_per_second": 9.44,
"eval_steps_per_second": 1.196,
"step": 3195
},
{
"epoch": 30.995305164319248,
"grad_norm": 95.00104522705078,
"learning_rate": 3.447169811320755e-05,
"loss": 0.7145,
"step": 3301
},
{
"epoch": 30.995305164319248,
"eval_loss": 1.0392100811004639,
"eval_map": 0.3206,
"eval_map_50": 0.5841,
"eval_map_75": 0.3159,
"eval_map_Coverall": 0.5501,
"eval_map_Face_Shield": 0.2655,
"eval_map_Gloves": 0.2645,
"eval_map_Goggles": 0.174,
"eval_map_Mask": 0.3489,
"eval_map_large": 0.5149,
"eval_map_medium": 0.2713,
"eval_map_small": 0.1669,
"eval_mar_1": 0.3013,
"eval_mar_10": 0.4787,
"eval_mar_100": 0.5028,
"eval_mar_100_Coverall": 0.6788,
"eval_mar_100_Face_Shield": 0.4987,
"eval_mar_100_Gloves": 0.4754,
"eval_mar_100_Goggles": 0.3923,
"eval_mar_100_Mask": 0.4684,
"eval_mar_large": 0.7221,
"eval_mar_medium": 0.4594,
"eval_mar_small": 0.2879,
"eval_runtime": 15.6975,
"eval_samples_per_second": 9.556,
"eval_steps_per_second": 1.21,
"step": 3301
},
{
"epoch": 32.0,
"grad_norm": 12.482193946838379,
"learning_rate": 3.396698113207548e-05,
"loss": 0.6967,
"step": 3408
},
{
"epoch": 32.0,
"eval_loss": 1.0187257528305054,
"eval_map": 0.3311,
"eval_map_50": 0.5973,
"eval_map_75": 0.3181,
"eval_map_Coverall": 0.5812,
"eval_map_Face_Shield": 0.2491,
"eval_map_Gloves": 0.2623,
"eval_map_Goggles": 0.1969,
"eval_map_Mask": 0.3659,
"eval_map_large": 0.5302,
"eval_map_medium": 0.276,
"eval_map_small": 0.1963,
"eval_mar_1": 0.3057,
"eval_mar_10": 0.4842,
"eval_mar_100": 0.5146,
"eval_mar_100_Coverall": 0.6946,
"eval_mar_100_Face_Shield": 0.4899,
"eval_mar_100_Gloves": 0.4826,
"eval_mar_100_Goggles": 0.42,
"eval_mar_100_Mask": 0.4858,
"eval_mar_large": 0.7222,
"eval_mar_medium": 0.4664,
"eval_mar_small": 0.3214,
"eval_runtime": 15.6596,
"eval_samples_per_second": 9.579,
"eval_steps_per_second": 1.213,
"step": 3408
},
{
"epoch": 32.99530516431925,
"grad_norm": 28.609949111938477,
"learning_rate": 3.3466981132075474e-05,
"loss": 0.6852,
"step": 3514
},
{
"epoch": 32.99530516431925,
"eval_loss": 1.0071055889129639,
"eval_map": 0.3208,
"eval_map_50": 0.5865,
"eval_map_75": 0.3056,
"eval_map_Coverall": 0.5898,
"eval_map_Face_Shield": 0.2473,
"eval_map_Gloves": 0.2652,
"eval_map_Goggles": 0.169,
"eval_map_Mask": 0.333,
"eval_map_large": 0.5294,
"eval_map_medium": 0.2709,
"eval_map_small": 0.1927,
"eval_mar_1": 0.2965,
"eval_mar_10": 0.4829,
"eval_mar_100": 0.5095,
"eval_mar_100_Coverall": 0.6928,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4938,
"eval_mar_100_Goggles": 0.4108,
"eval_mar_100_Mask": 0.4578,
"eval_mar_large": 0.7143,
"eval_mar_medium": 0.4663,
"eval_mar_small": 0.311,
"eval_runtime": 16.1236,
"eval_samples_per_second": 9.303,
"eval_steps_per_second": 1.178,
"step": 3514
},
{
"epoch": 34.0,
"grad_norm": 12.125761032104492,
"learning_rate": 3.29622641509434e-05,
"loss": 0.6865,
"step": 3621
},
{
"epoch": 34.0,
"eval_loss": 1.0265707969665527,
"eval_map": 0.3295,
"eval_map_50": 0.6072,
"eval_map_75": 0.3179,
"eval_map_Coverall": 0.581,
"eval_map_Face_Shield": 0.2596,
"eval_map_Gloves": 0.257,
"eval_map_Goggles": 0.2074,
"eval_map_Mask": 0.3427,
"eval_map_large": 0.5257,
"eval_map_medium": 0.2649,
"eval_map_small": 0.2337,
"eval_mar_1": 0.3041,
"eval_mar_10": 0.4898,
"eval_mar_100": 0.5174,
"eval_mar_100_Coverall": 0.7041,
"eval_mar_100_Face_Shield": 0.5165,
"eval_mar_100_Gloves": 0.4714,
"eval_mar_100_Goggles": 0.4323,
"eval_mar_100_Mask": 0.4627,
"eval_mar_large": 0.7233,
"eval_mar_medium": 0.4668,
"eval_mar_small": 0.3385,
"eval_runtime": 15.887,
"eval_samples_per_second": 9.442,
"eval_steps_per_second": 1.196,
"step": 3621
},
{
"epoch": 34.99530516431925,
"grad_norm": 15.863870620727539,
"learning_rate": 3.24622641509434e-05,
"loss": 0.6919,
"step": 3727
},
{
"epoch": 34.99530516431925,
"eval_loss": 1.019452691078186,
"eval_map": 0.3286,
"eval_map_50": 0.5899,
"eval_map_75": 0.3287,
"eval_map_Coverall": 0.5766,
"eval_map_Face_Shield": 0.2714,
"eval_map_Gloves": 0.2636,
"eval_map_Goggles": 0.1783,
"eval_map_Mask": 0.3532,
"eval_map_large": 0.5207,
"eval_map_medium": 0.268,
"eval_map_small": 0.214,
"eval_mar_1": 0.3043,
"eval_mar_10": 0.4868,
"eval_mar_100": 0.5144,
"eval_mar_100_Coverall": 0.6883,
"eval_mar_100_Face_Shield": 0.5228,
"eval_mar_100_Gloves": 0.4737,
"eval_mar_100_Goggles": 0.4,
"eval_mar_100_Mask": 0.4871,
"eval_mar_large": 0.716,
"eval_mar_medium": 0.4602,
"eval_mar_small": 0.3366,
"eval_runtime": 15.6855,
"eval_samples_per_second": 9.563,
"eval_steps_per_second": 1.211,
"step": 3727
},
{
"epoch": 36.0,
"grad_norm": 155.5227508544922,
"learning_rate": 3.1957547169811324e-05,
"loss": 0.6632,
"step": 3834
},
{
"epoch": 36.0,
"eval_loss": 1.0153188705444336,
"eval_map": 0.3286,
"eval_map_50": 0.6069,
"eval_map_75": 0.3118,
"eval_map_Coverall": 0.5759,
"eval_map_Face_Shield": 0.2508,
"eval_map_Gloves": 0.2628,
"eval_map_Goggles": 0.2074,
"eval_map_Mask": 0.3461,
"eval_map_large": 0.5508,
"eval_map_medium": 0.2633,
"eval_map_small": 0.2139,
"eval_mar_1": 0.3016,
"eval_mar_10": 0.4888,
"eval_mar_100": 0.5129,
"eval_mar_100_Coverall": 0.695,
"eval_mar_100_Face_Shield": 0.5063,
"eval_mar_100_Gloves": 0.4884,
"eval_mar_100_Goggles": 0.4092,
"eval_mar_100_Mask": 0.4653,
"eval_mar_large": 0.7306,
"eval_mar_medium": 0.4562,
"eval_mar_small": 0.3289,
"eval_runtime": 15.6174,
"eval_samples_per_second": 9.605,
"eval_steps_per_second": 1.217,
"step": 3834
},
{
"epoch": 36.99530516431925,
"grad_norm": 14.91342544555664,
"learning_rate": 3.1457547169811326e-05,
"loss": 0.6625,
"step": 3940
},
{
"epoch": 36.99530516431925,
"eval_loss": 1.0159820318222046,
"eval_map": 0.3303,
"eval_map_50": 0.6109,
"eval_map_75": 0.3231,
"eval_map_Coverall": 0.579,
"eval_map_Face_Shield": 0.2861,
"eval_map_Gloves": 0.255,
"eval_map_Goggles": 0.1864,
"eval_map_Mask": 0.345,
"eval_map_large": 0.5163,
"eval_map_medium": 0.2643,
"eval_map_small": 0.2187,
"eval_mar_1": 0.3021,
"eval_mar_10": 0.5032,
"eval_mar_100": 0.5249,
"eval_mar_100_Coverall": 0.7014,
"eval_mar_100_Face_Shield": 0.5456,
"eval_mar_100_Gloves": 0.475,
"eval_mar_100_Goggles": 0.4277,
"eval_mar_100_Mask": 0.4751,
"eval_mar_large": 0.7264,
"eval_mar_medium": 0.4717,
"eval_mar_small": 0.3526,
"eval_runtime": 15.8543,
"eval_samples_per_second": 9.461,
"eval_steps_per_second": 1.198,
"step": 3940
},
{
"epoch": 38.0,
"grad_norm": 19.47405433654785,
"learning_rate": 3.095283018867925e-05,
"loss": 0.6384,
"step": 4047
},
{
"epoch": 38.0,
"eval_loss": 1.0205520391464233,
"eval_map": 0.3319,
"eval_map_50": 0.6171,
"eval_map_75": 0.3115,
"eval_map_Coverall": 0.5744,
"eval_map_Face_Shield": 0.283,
"eval_map_Gloves": 0.264,
"eval_map_Goggles": 0.1915,
"eval_map_Mask": 0.3466,
"eval_map_large": 0.4977,
"eval_map_medium": 0.277,
"eval_map_small": 0.2482,
"eval_mar_1": 0.3004,
"eval_mar_10": 0.4952,
"eval_mar_100": 0.5184,
"eval_mar_100_Coverall": 0.6919,
"eval_mar_100_Face_Shield": 0.5127,
"eval_mar_100_Gloves": 0.496,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4778,
"eval_mar_large": 0.7115,
"eval_mar_medium": 0.463,
"eval_mar_small": 0.3486,
"eval_runtime": 15.7974,
"eval_samples_per_second": 9.495,
"eval_steps_per_second": 1.203,
"step": 4047
},
{
"epoch": 38.99530516431925,
"grad_norm": 17.18675994873047,
"learning_rate": 3.0452830188679248e-05,
"loss": 0.6491,
"step": 4153
},
{
"epoch": 38.99530516431925,
"eval_loss": 1.0093177556991577,
"eval_map": 0.3413,
"eval_map_50": 0.6184,
"eval_map_75": 0.3241,
"eval_map_Coverall": 0.5768,
"eval_map_Face_Shield": 0.3012,
"eval_map_Gloves": 0.2799,
"eval_map_Goggles": 0.1976,
"eval_map_Mask": 0.3507,
"eval_map_large": 0.5436,
"eval_map_medium": 0.2828,
"eval_map_small": 0.2364,
"eval_mar_1": 0.3111,
"eval_mar_10": 0.4956,
"eval_mar_100": 0.5191,
"eval_mar_100_Coverall": 0.6901,
"eval_mar_100_Face_Shield": 0.5203,
"eval_mar_100_Gloves": 0.4973,
"eval_mar_100_Goggles": 0.4123,
"eval_mar_100_Mask": 0.4756,
"eval_mar_large": 0.7401,
"eval_mar_medium": 0.4653,
"eval_mar_small": 0.3282,
"eval_runtime": 15.664,
"eval_samples_per_second": 9.576,
"eval_steps_per_second": 1.213,
"step": 4153
},
{
"epoch": 40.0,
"grad_norm": 19.629802703857422,
"learning_rate": 2.9948113207547173e-05,
"loss": 0.6296,
"step": 4260
},
{
"epoch": 40.0,
"eval_loss": 1.0084854364395142,
"eval_map": 0.3488,
"eval_map_50": 0.6356,
"eval_map_75": 0.338,
"eval_map_Coverall": 0.5827,
"eval_map_Face_Shield": 0.3228,
"eval_map_Gloves": 0.2829,
"eval_map_Goggles": 0.1948,
"eval_map_Mask": 0.3607,
"eval_map_large": 0.5485,
"eval_map_medium": 0.2798,
"eval_map_small": 0.2459,
"eval_mar_1": 0.3059,
"eval_mar_10": 0.5011,
"eval_mar_100": 0.5226,
"eval_mar_100_Coverall": 0.6955,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4924,
"eval_mar_100_Goggles": 0.4262,
"eval_mar_100_Mask": 0.4836,
"eval_mar_large": 0.7303,
"eval_mar_medium": 0.4679,
"eval_mar_small": 0.3349,
"eval_runtime": 15.7262,
"eval_samples_per_second": 9.538,
"eval_steps_per_second": 1.208,
"step": 4260
},
{
"epoch": 40.99530516431925,
"grad_norm": 124.08334350585938,
"learning_rate": 2.9448113207547174e-05,
"loss": 0.6274,
"step": 4366
},
{
"epoch": 40.99530516431925,
"eval_loss": 1.016886591911316,
"eval_map": 0.3419,
"eval_map_50": 0.6348,
"eval_map_75": 0.3162,
"eval_map_Coverall": 0.5775,
"eval_map_Face_Shield": 0.3009,
"eval_map_Gloves": 0.2783,
"eval_map_Goggles": 0.2087,
"eval_map_Mask": 0.3439,
"eval_map_large": 0.5279,
"eval_map_medium": 0.2852,
"eval_map_small": 0.2261,
"eval_mar_1": 0.3021,
"eval_mar_10": 0.4917,
"eval_mar_100": 0.5176,
"eval_mar_100_Coverall": 0.6914,
"eval_mar_100_Face_Shield": 0.5051,
"eval_mar_100_Gloves": 0.4853,
"eval_mar_100_Goggles": 0.4262,
"eval_mar_100_Mask": 0.48,
"eval_mar_large": 0.7226,
"eval_mar_medium": 0.4749,
"eval_mar_small": 0.3198,
"eval_runtime": 15.8659,
"eval_samples_per_second": 9.454,
"eval_steps_per_second": 1.198,
"step": 4366
},
{
"epoch": 42.0,
"grad_norm": 21.736330032348633,
"learning_rate": 2.89433962264151e-05,
"loss": 0.6176,
"step": 4473
},
{
"epoch": 42.0,
"eval_loss": 1.0100393295288086,
"eval_map": 0.3461,
"eval_map_50": 0.632,
"eval_map_75": 0.3322,
"eval_map_Coverall": 0.5883,
"eval_map_Face_Shield": 0.3158,
"eval_map_Gloves": 0.2719,
"eval_map_Goggles": 0.2049,
"eval_map_Mask": 0.3496,
"eval_map_large": 0.5376,
"eval_map_medium": 0.2749,
"eval_map_small": 0.2413,
"eval_mar_1": 0.299,
"eval_mar_10": 0.4962,
"eval_mar_100": 0.5205,
"eval_mar_100_Coverall": 0.6865,
"eval_mar_100_Face_Shield": 0.5076,
"eval_mar_100_Gloves": 0.4853,
"eval_mar_100_Goggles": 0.4292,
"eval_mar_100_Mask": 0.4938,
"eval_mar_large": 0.7114,
"eval_mar_medium": 0.4719,
"eval_mar_small": 0.3319,
"eval_runtime": 15.7254,
"eval_samples_per_second": 9.539,
"eval_steps_per_second": 1.208,
"step": 4473
},
{
"epoch": 42.99530516431925,
"grad_norm": 18.081233978271484,
"learning_rate": 2.8443396226415097e-05,
"loss": 0.6191,
"step": 4579
},
{
"epoch": 42.99530516431925,
"eval_loss": 1.020676851272583,
"eval_map": 0.3312,
"eval_map_50": 0.616,
"eval_map_75": 0.3181,
"eval_map_Coverall": 0.5913,
"eval_map_Face_Shield": 0.282,
"eval_map_Gloves": 0.2559,
"eval_map_Goggles": 0.1788,
"eval_map_Mask": 0.3479,
"eval_map_large": 0.5211,
"eval_map_medium": 0.2624,
"eval_map_small": 0.2232,
"eval_mar_1": 0.298,
"eval_mar_10": 0.4867,
"eval_mar_100": 0.5094,
"eval_mar_100_Coverall": 0.6955,
"eval_mar_100_Face_Shield": 0.4848,
"eval_mar_100_Gloves": 0.4696,
"eval_mar_100_Goggles": 0.4108,
"eval_mar_100_Mask": 0.4862,
"eval_mar_large": 0.7131,
"eval_mar_medium": 0.4485,
"eval_mar_small": 0.3248,
"eval_runtime": 15.5589,
"eval_samples_per_second": 9.641,
"eval_steps_per_second": 1.221,
"step": 4579
},
{
"epoch": 44.0,
"grad_norm": 15.765257835388184,
"learning_rate": 2.7943396226415098e-05,
"loss": 0.606,
"step": 4686
},
{
"epoch": 44.0,
"eval_loss": 1.0276501178741455,
"eval_map": 0.3427,
"eval_map_50": 0.6321,
"eval_map_75": 0.3366,
"eval_map_Coverall": 0.5891,
"eval_map_Face_Shield": 0.3009,
"eval_map_Gloves": 0.2731,
"eval_map_Goggles": 0.2122,
"eval_map_Mask": 0.3382,
"eval_map_large": 0.5306,
"eval_map_medium": 0.2843,
"eval_map_small": 0.2273,
"eval_mar_1": 0.3063,
"eval_mar_10": 0.4901,
"eval_mar_100": 0.5133,
"eval_mar_100_Coverall": 0.6955,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4938,
"eval_mar_100_Goggles": 0.4,
"eval_mar_100_Mask": 0.4849,
"eval_mar_large": 0.7016,
"eval_mar_medium": 0.4734,
"eval_mar_small": 0.3353,
"eval_runtime": 15.8034,
"eval_samples_per_second": 9.492,
"eval_steps_per_second": 1.202,
"step": 4686
},
{
"epoch": 44.99530516431925,
"grad_norm": 16.52825164794922,
"learning_rate": 2.7443396226415096e-05,
"loss": 0.5997,
"step": 4792
},
{
"epoch": 44.99530516431925,
"eval_loss": 1.032758116722107,
"eval_map": 0.3511,
"eval_map_50": 0.6488,
"eval_map_75": 0.3383,
"eval_map_Coverall": 0.5806,
"eval_map_Face_Shield": 0.3212,
"eval_map_Gloves": 0.273,
"eval_map_Goggles": 0.2281,
"eval_map_Mask": 0.3523,
"eval_map_large": 0.5437,
"eval_map_medium": 0.2842,
"eval_map_small": 0.2503,
"eval_mar_1": 0.3112,
"eval_mar_10": 0.4952,
"eval_mar_100": 0.5172,
"eval_mar_100_Coverall": 0.6914,
"eval_mar_100_Face_Shield": 0.5076,
"eval_mar_100_Gloves": 0.4848,
"eval_mar_100_Goggles": 0.4154,
"eval_mar_100_Mask": 0.4867,
"eval_mar_large": 0.7137,
"eval_mar_medium": 0.4658,
"eval_mar_small": 0.3287,
"eval_runtime": 15.6571,
"eval_samples_per_second": 9.58,
"eval_steps_per_second": 1.214,
"step": 4792
},
{
"epoch": 46.0,
"grad_norm": 94.79326629638672,
"learning_rate": 2.693867924528302e-05,
"loss": 0.596,
"step": 4899
},
{
"epoch": 46.0,
"eval_loss": 1.0245915651321411,
"eval_map": 0.3407,
"eval_map_50": 0.6296,
"eval_map_75": 0.3311,
"eval_map_Coverall": 0.5779,
"eval_map_Face_Shield": 0.3226,
"eval_map_Gloves": 0.2642,
"eval_map_Goggles": 0.1881,
"eval_map_Mask": 0.3509,
"eval_map_large": 0.5326,
"eval_map_medium": 0.2716,
"eval_map_small": 0.2184,
"eval_mar_1": 0.305,
"eval_mar_10": 0.4896,
"eval_mar_100": 0.5118,
"eval_mar_100_Coverall": 0.6779,
"eval_mar_100_Face_Shield": 0.5215,
"eval_mar_100_Gloves": 0.4754,
"eval_mar_100_Goggles": 0.4046,
"eval_mar_100_Mask": 0.4796,
"eval_mar_large": 0.7073,
"eval_mar_medium": 0.4454,
"eval_mar_small": 0.3352,
"eval_runtime": 15.9541,
"eval_samples_per_second": 9.402,
"eval_steps_per_second": 1.191,
"step": 4899
},
{
"epoch": 46.99530516431925,
"grad_norm": 13.195847511291504,
"learning_rate": 2.6438679245283022e-05,
"loss": 0.5896,
"step": 5005
},
{
"epoch": 46.99530516431925,
"eval_loss": 1.0359668731689453,
"eval_map": 0.3355,
"eval_map_50": 0.6222,
"eval_map_75": 0.3106,
"eval_map_Coverall": 0.5686,
"eval_map_Face_Shield": 0.2873,
"eval_map_Gloves": 0.2668,
"eval_map_Goggles": 0.2071,
"eval_map_Mask": 0.3475,
"eval_map_large": 0.5188,
"eval_map_medium": 0.2787,
"eval_map_small": 0.2274,
"eval_mar_1": 0.3006,
"eval_mar_10": 0.4811,
"eval_mar_100": 0.513,
"eval_mar_100_Coverall": 0.6896,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4804,
"eval_mar_100_Goggles": 0.4015,
"eval_mar_100_Mask": 0.4782,
"eval_mar_large": 0.7101,
"eval_mar_medium": 0.4749,
"eval_mar_small": 0.3173,
"eval_runtime": 15.7277,
"eval_samples_per_second": 9.537,
"eval_steps_per_second": 1.208,
"step": 5005
},
{
"epoch": 48.0,
"grad_norm": 67.16796112060547,
"learning_rate": 2.5933962264150947e-05,
"loss": 0.5683,
"step": 5112
},
{
"epoch": 48.0,
"eval_loss": 1.0115289688110352,
"eval_map": 0.3491,
"eval_map_50": 0.6427,
"eval_map_75": 0.3348,
"eval_map_Coverall": 0.5941,
"eval_map_Face_Shield": 0.3089,
"eval_map_Gloves": 0.2777,
"eval_map_Goggles": 0.2193,
"eval_map_Mask": 0.3455,
"eval_map_large": 0.533,
"eval_map_medium": 0.2854,
"eval_map_small": 0.2402,
"eval_mar_1": 0.305,
"eval_mar_10": 0.4998,
"eval_mar_100": 0.5215,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.5114,
"eval_mar_100_Gloves": 0.4996,
"eval_mar_100_Goggles": 0.4277,
"eval_mar_100_Mask": 0.484,
"eval_mar_large": 0.7144,
"eval_mar_medium": 0.4717,
"eval_mar_small": 0.3389,
"eval_runtime": 16.048,
"eval_samples_per_second": 9.347,
"eval_steps_per_second": 1.184,
"step": 5112
},
{
"epoch": 48.99530516431925,
"grad_norm": 19.188091278076172,
"learning_rate": 2.5433962264150945e-05,
"loss": 0.5862,
"step": 5218
},
{
"epoch": 48.99530516431925,
"eval_loss": 1.030395269393921,
"eval_map": 0.3398,
"eval_map_50": 0.6247,
"eval_map_75": 0.3153,
"eval_map_Coverall": 0.5942,
"eval_map_Face_Shield": 0.3179,
"eval_map_Gloves": 0.2742,
"eval_map_Goggles": 0.1799,
"eval_map_Mask": 0.3329,
"eval_map_large": 0.5357,
"eval_map_medium": 0.2761,
"eval_map_small": 0.2517,
"eval_mar_1": 0.301,
"eval_mar_10": 0.4936,
"eval_mar_100": 0.5143,
"eval_mar_100_Coverall": 0.6973,
"eval_mar_100_Face_Shield": 0.5228,
"eval_mar_100_Gloves": 0.4844,
"eval_mar_100_Goggles": 0.3969,
"eval_mar_100_Mask": 0.4702,
"eval_mar_large": 0.7167,
"eval_mar_medium": 0.4812,
"eval_mar_small": 0.315,
"eval_runtime": 15.5753,
"eval_samples_per_second": 9.631,
"eval_steps_per_second": 1.22,
"step": 5218
},
{
"epoch": 50.0,
"grad_norm": 69.72325897216797,
"learning_rate": 2.4929245283018866e-05,
"loss": 0.5693,
"step": 5325
},
{
"epoch": 50.0,
"eval_loss": 1.0147449970245361,
"eval_map": 0.3384,
"eval_map_50": 0.6251,
"eval_map_75": 0.3181,
"eval_map_Coverall": 0.5891,
"eval_map_Face_Shield": 0.3004,
"eval_map_Gloves": 0.278,
"eval_map_Goggles": 0.175,
"eval_map_Mask": 0.3497,
"eval_map_large": 0.5349,
"eval_map_medium": 0.2743,
"eval_map_small": 0.2168,
"eval_mar_1": 0.3065,
"eval_mar_10": 0.4863,
"eval_mar_100": 0.5099,
"eval_mar_100_Coverall": 0.6932,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4888,
"eval_mar_100_Goggles": 0.3923,
"eval_mar_100_Mask": 0.4827,
"eval_mar_large": 0.7064,
"eval_mar_medium": 0.4629,
"eval_mar_small": 0.3276,
"eval_runtime": 15.8995,
"eval_samples_per_second": 9.434,
"eval_steps_per_second": 1.195,
"step": 5325
},
{
"epoch": 50.99530516431925,
"grad_norm": 15.098522186279297,
"learning_rate": 2.442924528301887e-05,
"loss": 0.5746,
"step": 5431
},
{
"epoch": 50.99530516431925,
"eval_loss": 1.0027269124984741,
"eval_map": 0.358,
"eval_map_50": 0.6506,
"eval_map_75": 0.3568,
"eval_map_Coverall": 0.5917,
"eval_map_Face_Shield": 0.339,
"eval_map_Gloves": 0.2929,
"eval_map_Goggles": 0.2115,
"eval_map_Mask": 0.355,
"eval_map_large": 0.5381,
"eval_map_medium": 0.2876,
"eval_map_small": 0.2626,
"eval_mar_1": 0.3137,
"eval_mar_10": 0.5008,
"eval_mar_100": 0.5167,
"eval_mar_100_Coverall": 0.6901,
"eval_mar_100_Face_Shield": 0.5114,
"eval_mar_100_Gloves": 0.492,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4764,
"eval_mar_large": 0.702,
"eval_mar_medium": 0.4738,
"eval_mar_small": 0.3242,
"eval_runtime": 15.5907,
"eval_samples_per_second": 9.621,
"eval_steps_per_second": 1.219,
"step": 5431
},
{
"epoch": 52.0,
"grad_norm": 9.705986976623535,
"learning_rate": 2.3924528301886796e-05,
"loss": 0.5472,
"step": 5538
},
{
"epoch": 52.0,
"eval_loss": 1.0247597694396973,
"eval_map": 0.3527,
"eval_map_50": 0.6395,
"eval_map_75": 0.3431,
"eval_map_Coverall": 0.5948,
"eval_map_Face_Shield": 0.3158,
"eval_map_Gloves": 0.2886,
"eval_map_Goggles": 0.2132,
"eval_map_Mask": 0.3509,
"eval_map_large": 0.5491,
"eval_map_medium": 0.2795,
"eval_map_small": 0.2551,
"eval_mar_1": 0.3124,
"eval_mar_10": 0.4901,
"eval_mar_100": 0.5122,
"eval_mar_100_Coverall": 0.6892,
"eval_mar_100_Face_Shield": 0.5013,
"eval_mar_100_Gloves": 0.483,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4738,
"eval_mar_large": 0.7153,
"eval_mar_medium": 0.4639,
"eval_mar_small": 0.3295,
"eval_runtime": 16.0691,
"eval_samples_per_second": 9.335,
"eval_steps_per_second": 1.182,
"step": 5538
},
{
"epoch": 52.99530516431925,
"grad_norm": 9.132631301879883,
"learning_rate": 2.3424528301886794e-05,
"loss": 0.5494,
"step": 5644
},
{
"epoch": 52.99530516431925,
"eval_loss": 1.0138671398162842,
"eval_map": 0.3546,
"eval_map_50": 0.6379,
"eval_map_75": 0.3345,
"eval_map_Coverall": 0.599,
"eval_map_Face_Shield": 0.3065,
"eval_map_Gloves": 0.2796,
"eval_map_Goggles": 0.2244,
"eval_map_Mask": 0.3634,
"eval_map_large": 0.5134,
"eval_map_medium": 0.2955,
"eval_map_small": 0.2451,
"eval_mar_1": 0.3077,
"eval_mar_10": 0.4996,
"eval_mar_100": 0.5221,
"eval_mar_100_Coverall": 0.6941,
"eval_mar_100_Face_Shield": 0.5114,
"eval_mar_100_Gloves": 0.4879,
"eval_mar_100_Goggles": 0.4262,
"eval_mar_100_Mask": 0.4911,
"eval_mar_large": 0.7046,
"eval_mar_medium": 0.4822,
"eval_mar_small": 0.3392,
"eval_runtime": 15.7295,
"eval_samples_per_second": 9.536,
"eval_steps_per_second": 1.208,
"step": 5644
},
{
"epoch": 54.0,
"grad_norm": 16.666690826416016,
"learning_rate": 2.2919811320754718e-05,
"loss": 0.5459,
"step": 5751
},
{
"epoch": 54.0,
"eval_loss": 1.0192441940307617,
"eval_map": 0.3414,
"eval_map_50": 0.6262,
"eval_map_75": 0.3199,
"eval_map_Coverall": 0.585,
"eval_map_Face_Shield": 0.318,
"eval_map_Gloves": 0.2748,
"eval_map_Goggles": 0.1721,
"eval_map_Mask": 0.3569,
"eval_map_large": 0.5545,
"eval_map_medium": 0.2849,
"eval_map_small": 0.2399,
"eval_mar_1": 0.3117,
"eval_mar_10": 0.4918,
"eval_mar_100": 0.5091,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.4873,
"eval_mar_100_Gloves": 0.4826,
"eval_mar_100_Goggles": 0.3954,
"eval_mar_100_Mask": 0.4956,
"eval_mar_large": 0.7147,
"eval_mar_medium": 0.4602,
"eval_mar_small": 0.3346,
"eval_runtime": 16.0157,
"eval_samples_per_second": 9.366,
"eval_steps_per_second": 1.186,
"step": 5751
},
{
"epoch": 54.99530516431925,
"grad_norm": 50.159725189208984,
"learning_rate": 2.241981132075472e-05,
"loss": 0.5449,
"step": 5857
},
{
"epoch": 54.99530516431925,
"eval_loss": 1.0205668210983276,
"eval_map": 0.3491,
"eval_map_50": 0.6486,
"eval_map_75": 0.3402,
"eval_map_Coverall": 0.5941,
"eval_map_Face_Shield": 0.3251,
"eval_map_Gloves": 0.2824,
"eval_map_Goggles": 0.1974,
"eval_map_Mask": 0.3465,
"eval_map_large": 0.5474,
"eval_map_medium": 0.283,
"eval_map_small": 0.2322,
"eval_mar_1": 0.3143,
"eval_mar_10": 0.494,
"eval_mar_100": 0.5102,
"eval_mar_100_Coverall": 0.6842,
"eval_mar_100_Face_Shield": 0.4975,
"eval_mar_100_Gloves": 0.4888,
"eval_mar_100_Goggles": 0.3954,
"eval_mar_100_Mask": 0.4849,
"eval_mar_large": 0.7164,
"eval_mar_medium": 0.4612,
"eval_mar_small": 0.3231,
"eval_runtime": 15.844,
"eval_samples_per_second": 9.467,
"eval_steps_per_second": 1.199,
"step": 5857
},
{
"epoch": 56.0,
"grad_norm": 274.4348449707031,
"learning_rate": 2.1915094339622644e-05,
"loss": 0.5268,
"step": 5964
},
{
"epoch": 56.0,
"eval_loss": 1.0072591304779053,
"eval_map": 0.3586,
"eval_map_50": 0.6626,
"eval_map_75": 0.3397,
"eval_map_Coverall": 0.5856,
"eval_map_Face_Shield": 0.3472,
"eval_map_Gloves": 0.2984,
"eval_map_Goggles": 0.2214,
"eval_map_Mask": 0.3401,
"eval_map_large": 0.5633,
"eval_map_medium": 0.3037,
"eval_map_small": 0.2562,
"eval_mar_1": 0.3149,
"eval_mar_10": 0.5001,
"eval_mar_100": 0.5204,
"eval_mar_100_Coverall": 0.6887,
"eval_mar_100_Face_Shield": 0.5253,
"eval_mar_100_Gloves": 0.5071,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4729,
"eval_mar_large": 0.7085,
"eval_mar_medium": 0.4836,
"eval_mar_small": 0.3247,
"eval_runtime": 16.2312,
"eval_samples_per_second": 9.241,
"eval_steps_per_second": 1.171,
"step": 5964
},
{
"epoch": 56.99530516431925,
"grad_norm": 48.54248046875,
"learning_rate": 2.1415094339622642e-05,
"loss": 0.5392,
"step": 6070
},
{
"epoch": 56.99530516431925,
"eval_loss": 1.0071682929992676,
"eval_map": 0.3575,
"eval_map_50": 0.6546,
"eval_map_75": 0.3335,
"eval_map_Coverall": 0.5905,
"eval_map_Face_Shield": 0.3444,
"eval_map_Gloves": 0.2957,
"eval_map_Goggles": 0.2035,
"eval_map_Mask": 0.3532,
"eval_map_large": 0.5549,
"eval_map_medium": 0.2925,
"eval_map_small": 0.2564,
"eval_mar_1": 0.3203,
"eval_mar_10": 0.4984,
"eval_mar_100": 0.5211,
"eval_mar_100_Coverall": 0.691,
"eval_mar_100_Face_Shield": 0.5101,
"eval_mar_100_Gloves": 0.5022,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4947,
"eval_mar_large": 0.7187,
"eval_mar_medium": 0.4815,
"eval_mar_small": 0.3359,
"eval_runtime": 15.7551,
"eval_samples_per_second": 9.521,
"eval_steps_per_second": 1.206,
"step": 6070
},
{
"epoch": 58.0,
"grad_norm": 42.15861129760742,
"learning_rate": 2.0910377358490567e-05,
"loss": 0.5308,
"step": 6177
},
{
"epoch": 58.0,
"eval_loss": 1.0179812908172607,
"eval_map": 0.3551,
"eval_map_50": 0.6568,
"eval_map_75": 0.3432,
"eval_map_Coverall": 0.5805,
"eval_map_Face_Shield": 0.3319,
"eval_map_Gloves": 0.2966,
"eval_map_Goggles": 0.2224,
"eval_map_Mask": 0.3443,
"eval_map_large": 0.5499,
"eval_map_medium": 0.2954,
"eval_map_small": 0.2456,
"eval_mar_1": 0.314,
"eval_mar_10": 0.4931,
"eval_mar_100": 0.5139,
"eval_mar_100_Coverall": 0.6757,
"eval_mar_100_Face_Shield": 0.5114,
"eval_mar_100_Gloves": 0.492,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4764,
"eval_mar_large": 0.7146,
"eval_mar_medium": 0.4698,
"eval_mar_small": 0.3098,
"eval_runtime": 15.933,
"eval_samples_per_second": 9.414,
"eval_steps_per_second": 1.192,
"step": 6177
},
{
"epoch": 58.99530516431925,
"grad_norm": 359.5257873535156,
"learning_rate": 2.0410377358490568e-05,
"loss": 0.5262,
"step": 6283
},
{
"epoch": 58.99530516431925,
"eval_loss": 1.0209192037582397,
"eval_map": 0.3516,
"eval_map_50": 0.6377,
"eval_map_75": 0.3324,
"eval_map_Coverall": 0.5859,
"eval_map_Face_Shield": 0.3294,
"eval_map_Gloves": 0.2931,
"eval_map_Goggles": 0.2038,
"eval_map_Mask": 0.346,
"eval_map_large": 0.5549,
"eval_map_medium": 0.2901,
"eval_map_small": 0.2479,
"eval_mar_1": 0.3184,
"eval_mar_10": 0.487,
"eval_mar_100": 0.5112,
"eval_mar_100_Coverall": 0.6865,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4906,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4787,
"eval_mar_large": 0.7188,
"eval_mar_medium": 0.4589,
"eval_mar_small": 0.3202,
"eval_runtime": 15.9983,
"eval_samples_per_second": 9.376,
"eval_steps_per_second": 1.188,
"step": 6283
},
{
"epoch": 60.0,
"grad_norm": 32.101043701171875,
"learning_rate": 1.9905660377358493e-05,
"loss": 0.5188,
"step": 6390
},
{
"epoch": 60.0,
"eval_loss": 1.0146801471710205,
"eval_map": 0.3516,
"eval_map_50": 0.651,
"eval_map_75": 0.339,
"eval_map_Coverall": 0.587,
"eval_map_Face_Shield": 0.3318,
"eval_map_Gloves": 0.3004,
"eval_map_Goggles": 0.1964,
"eval_map_Mask": 0.3423,
"eval_map_large": 0.5591,
"eval_map_medium": 0.2819,
"eval_map_small": 0.2243,
"eval_mar_1": 0.312,
"eval_mar_10": 0.4897,
"eval_mar_100": 0.5115,
"eval_mar_100_Coverall": 0.6901,
"eval_mar_100_Face_Shield": 0.5,
"eval_mar_100_Gloves": 0.4969,
"eval_mar_100_Goggles": 0.3923,
"eval_mar_100_Mask": 0.4782,
"eval_mar_large": 0.7069,
"eval_mar_medium": 0.4666,
"eval_mar_small": 0.3055,
"eval_runtime": 16.1131,
"eval_samples_per_second": 9.309,
"eval_steps_per_second": 1.179,
"step": 6390
},
{
"epoch": 60.99530516431925,
"grad_norm": 104.2357406616211,
"learning_rate": 1.940566037735849e-05,
"loss": 0.5205,
"step": 6496
},
{
"epoch": 60.99530516431925,
"eval_loss": 1.0098354816436768,
"eval_map": 0.3553,
"eval_map_50": 0.6521,
"eval_map_75": 0.3398,
"eval_map_Coverall": 0.5821,
"eval_map_Face_Shield": 0.341,
"eval_map_Gloves": 0.304,
"eval_map_Goggles": 0.2104,
"eval_map_Mask": 0.3392,
"eval_map_large": 0.5431,
"eval_map_medium": 0.2949,
"eval_map_small": 0.2315,
"eval_mar_1": 0.311,
"eval_mar_10": 0.4981,
"eval_mar_100": 0.5216,
"eval_mar_100_Coverall": 0.6874,
"eval_mar_100_Face_Shield": 0.5228,
"eval_mar_100_Gloves": 0.5058,
"eval_mar_100_Goggles": 0.4123,
"eval_mar_100_Mask": 0.4796,
"eval_mar_large": 0.7172,
"eval_mar_medium": 0.4869,
"eval_mar_small": 0.3172,
"eval_runtime": 15.7966,
"eval_samples_per_second": 9.496,
"eval_steps_per_second": 1.203,
"step": 6496
},
{
"epoch": 62.0,
"grad_norm": 13.327319145202637,
"learning_rate": 1.890094339622642e-05,
"loss": 0.4972,
"step": 6603
},
{
"epoch": 62.0,
"eval_loss": 1.0270510911941528,
"eval_map": 0.3542,
"eval_map_50": 0.6404,
"eval_map_75": 0.3315,
"eval_map_Coverall": 0.5844,
"eval_map_Face_Shield": 0.3402,
"eval_map_Gloves": 0.2883,
"eval_map_Goggles": 0.2107,
"eval_map_Mask": 0.3472,
"eval_map_large": 0.5489,
"eval_map_medium": 0.2908,
"eval_map_small": 0.2293,
"eval_mar_1": 0.3194,
"eval_mar_10": 0.4962,
"eval_mar_100": 0.5197,
"eval_mar_100_Coverall": 0.6833,
"eval_mar_100_Face_Shield": 0.5228,
"eval_mar_100_Gloves": 0.4964,
"eval_mar_100_Goggles": 0.4062,
"eval_mar_100_Mask": 0.4898,
"eval_mar_large": 0.7249,
"eval_mar_medium": 0.4721,
"eval_mar_small": 0.3165,
"eval_runtime": 15.8258,
"eval_samples_per_second": 9.478,
"eval_steps_per_second": 1.201,
"step": 6603
},
{
"epoch": 62.99530516431925,
"grad_norm": 29.520261764526367,
"learning_rate": 1.8400943396226417e-05,
"loss": 0.5169,
"step": 6709
},
{
"epoch": 62.99530516431925,
"eval_loss": 1.0113306045532227,
"eval_map": 0.3499,
"eval_map_50": 0.6355,
"eval_map_75": 0.3336,
"eval_map_Coverall": 0.5805,
"eval_map_Face_Shield": 0.323,
"eval_map_Gloves": 0.2999,
"eval_map_Goggles": 0.1965,
"eval_map_Mask": 0.3494,
"eval_map_large": 0.5515,
"eval_map_medium": 0.2946,
"eval_map_small": 0.253,
"eval_mar_1": 0.3177,
"eval_mar_10": 0.4918,
"eval_mar_100": 0.5152,
"eval_mar_100_Coverall": 0.686,
"eval_mar_100_Face_Shield": 0.4962,
"eval_mar_100_Gloves": 0.5071,
"eval_mar_100_Goggles": 0.4,
"eval_mar_100_Mask": 0.4867,
"eval_mar_large": 0.7148,
"eval_mar_medium": 0.4836,
"eval_mar_small": 0.3118,
"eval_runtime": 16.0839,
"eval_samples_per_second": 9.326,
"eval_steps_per_second": 1.181,
"step": 6709
},
{
"epoch": 64.0,
"grad_norm": 14.096434593200684,
"learning_rate": 1.789622641509434e-05,
"loss": 0.4979,
"step": 6816
},
{
"epoch": 64.0,
"eval_loss": 1.033186912536621,
"eval_map": 0.3473,
"eval_map_50": 0.6454,
"eval_map_75": 0.3217,
"eval_map_Coverall": 0.5832,
"eval_map_Face_Shield": 0.3219,
"eval_map_Gloves": 0.2925,
"eval_map_Goggles": 0.2021,
"eval_map_Mask": 0.3369,
"eval_map_large": 0.5524,
"eval_map_medium": 0.2874,
"eval_map_small": 0.2418,
"eval_mar_1": 0.3144,
"eval_mar_10": 0.4862,
"eval_mar_100": 0.5098,
"eval_mar_100_Coverall": 0.6856,
"eval_mar_100_Face_Shield": 0.4873,
"eval_mar_100_Gloves": 0.4893,
"eval_mar_100_Goggles": 0.4169,
"eval_mar_100_Mask": 0.4698,
"eval_mar_large": 0.7118,
"eval_mar_medium": 0.4781,
"eval_mar_small": 0.3018,
"eval_runtime": 15.9257,
"eval_samples_per_second": 9.419,
"eval_steps_per_second": 1.193,
"step": 6816
},
{
"epoch": 64.99530516431925,
"grad_norm": 16.842924118041992,
"learning_rate": 1.7396226415094343e-05,
"loss": 0.4885,
"step": 6922
},
{
"epoch": 64.99530516431925,
"eval_loss": 1.0258727073669434,
"eval_map": 0.3531,
"eval_map_50": 0.6471,
"eval_map_75": 0.3464,
"eval_map_Coverall": 0.5859,
"eval_map_Face_Shield": 0.3312,
"eval_map_Gloves": 0.295,
"eval_map_Goggles": 0.2136,
"eval_map_Mask": 0.3398,
"eval_map_large": 0.5502,
"eval_map_medium": 0.2989,
"eval_map_small": 0.247,
"eval_mar_1": 0.3127,
"eval_mar_10": 0.4864,
"eval_mar_100": 0.5102,
"eval_mar_100_Coverall": 0.6856,
"eval_mar_100_Face_Shield": 0.4835,
"eval_mar_100_Gloves": 0.4893,
"eval_mar_100_Goggles": 0.4215,
"eval_mar_100_Mask": 0.4711,
"eval_mar_large": 0.7171,
"eval_mar_medium": 0.4681,
"eval_mar_small": 0.3106,
"eval_runtime": 15.7937,
"eval_samples_per_second": 9.497,
"eval_steps_per_second": 1.203,
"step": 6922
},
{
"epoch": 66.0,
"grad_norm": 26.97296142578125,
"learning_rate": 1.6891509433962267e-05,
"loss": 0.492,
"step": 7029
},
{
"epoch": 66.0,
"eval_loss": 1.0303131341934204,
"eval_map": 0.3519,
"eval_map_50": 0.6474,
"eval_map_75": 0.3308,
"eval_map_Coverall": 0.5911,
"eval_map_Face_Shield": 0.3463,
"eval_map_Gloves": 0.2885,
"eval_map_Goggles": 0.1972,
"eval_map_Mask": 0.3366,
"eval_map_large": 0.5388,
"eval_map_medium": 0.2948,
"eval_map_small": 0.2398,
"eval_mar_1": 0.3178,
"eval_mar_10": 0.4903,
"eval_mar_100": 0.5116,
"eval_mar_100_Coverall": 0.6865,
"eval_mar_100_Face_Shield": 0.5101,
"eval_mar_100_Gloves": 0.4862,
"eval_mar_100_Goggles": 0.3985,
"eval_mar_100_Mask": 0.4769,
"eval_mar_large": 0.7343,
"eval_mar_medium": 0.4698,
"eval_mar_small": 0.3067,
"eval_runtime": 15.8837,
"eval_samples_per_second": 9.444,
"eval_steps_per_second": 1.196,
"step": 7029
},
{
"epoch": 66.99530516431925,
"grad_norm": 10.646985054016113,
"learning_rate": 1.6391509433962265e-05,
"loss": 0.4828,
"step": 7135
},
{
"epoch": 66.99530516431925,
"eval_loss": 1.0223184823989868,
"eval_map": 0.3575,
"eval_map_50": 0.6522,
"eval_map_75": 0.3399,
"eval_map_Coverall": 0.5863,
"eval_map_Face_Shield": 0.3422,
"eval_map_Gloves": 0.2965,
"eval_map_Goggles": 0.2155,
"eval_map_Mask": 0.3469,
"eval_map_large": 0.5403,
"eval_map_medium": 0.2924,
"eval_map_small": 0.2598,
"eval_mar_1": 0.3188,
"eval_mar_10": 0.4913,
"eval_mar_100": 0.5143,
"eval_mar_100_Coverall": 0.6883,
"eval_mar_100_Face_Shield": 0.5063,
"eval_mar_100_Gloves": 0.4991,
"eval_mar_100_Goggles": 0.3985,
"eval_mar_100_Mask": 0.4791,
"eval_mar_large": 0.722,
"eval_mar_medium": 0.4769,
"eval_mar_small": 0.3191,
"eval_runtime": 15.8884,
"eval_samples_per_second": 9.441,
"eval_steps_per_second": 1.196,
"step": 7135
},
{
"epoch": 68.0,
"grad_norm": 16.378067016601562,
"learning_rate": 1.588679245283019e-05,
"loss": 0.4767,
"step": 7242
},
{
"epoch": 68.0,
"eval_loss": 1.0212211608886719,
"eval_map": 0.3515,
"eval_map_50": 0.6366,
"eval_map_75": 0.3428,
"eval_map_Coverall": 0.5963,
"eval_map_Face_Shield": 0.3268,
"eval_map_Gloves": 0.2939,
"eval_map_Goggles": 0.1936,
"eval_map_Mask": 0.347,
"eval_map_large": 0.5386,
"eval_map_medium": 0.2953,
"eval_map_small": 0.2411,
"eval_mar_1": 0.3191,
"eval_mar_10": 0.4922,
"eval_mar_100": 0.5187,
"eval_mar_100_Coverall": 0.6955,
"eval_mar_100_Face_Shield": 0.5139,
"eval_mar_100_Gloves": 0.496,
"eval_mar_100_Goggles": 0.4,
"eval_mar_100_Mask": 0.488,
"eval_mar_large": 0.716,
"eval_mar_medium": 0.4864,
"eval_mar_small": 0.3069,
"eval_runtime": 15.8231,
"eval_samples_per_second": 9.48,
"eval_steps_per_second": 1.201,
"step": 7242
},
{
"epoch": 68.99530516431925,
"grad_norm": 105.92516326904297,
"learning_rate": 1.538679245283019e-05,
"loss": 0.4691,
"step": 7348
},
{
"epoch": 68.99530516431925,
"eval_loss": 1.0296670198440552,
"eval_map": 0.3488,
"eval_map_50": 0.6408,
"eval_map_75": 0.3322,
"eval_map_Coverall": 0.5889,
"eval_map_Face_Shield": 0.3318,
"eval_map_Gloves": 0.296,
"eval_map_Goggles": 0.1904,
"eval_map_Mask": 0.337,
"eval_map_large": 0.541,
"eval_map_medium": 0.295,
"eval_map_small": 0.2335,
"eval_mar_1": 0.3129,
"eval_mar_10": 0.4871,
"eval_mar_100": 0.5096,
"eval_mar_100_Coverall": 0.6869,
"eval_mar_100_Face_Shield": 0.5013,
"eval_mar_100_Gloves": 0.4821,
"eval_mar_100_Goggles": 0.3969,
"eval_mar_100_Mask": 0.4809,
"eval_mar_large": 0.7218,
"eval_mar_medium": 0.4691,
"eval_mar_small": 0.2957,
"eval_runtime": 15.8009,
"eval_samples_per_second": 9.493,
"eval_steps_per_second": 1.202,
"step": 7348
},
{
"epoch": 70.0,
"grad_norm": 16.012054443359375,
"learning_rate": 1.4882075471698114e-05,
"loss": 0.4643,
"step": 7455
},
{
"epoch": 70.0,
"eval_loss": 1.0563172101974487,
"eval_map": 0.3492,
"eval_map_50": 0.6468,
"eval_map_75": 0.3263,
"eval_map_Coverall": 0.5836,
"eval_map_Face_Shield": 0.3364,
"eval_map_Gloves": 0.2829,
"eval_map_Goggles": 0.2131,
"eval_map_Mask": 0.3298,
"eval_map_large": 0.5228,
"eval_map_medium": 0.2868,
"eval_map_small": 0.2322,
"eval_mar_1": 0.3123,
"eval_mar_10": 0.4865,
"eval_mar_100": 0.5107,
"eval_mar_100_Coverall": 0.6806,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4768,
"eval_mar_100_Goggles": 0.4062,
"eval_mar_100_Mask": 0.4747,
"eval_mar_large": 0.7197,
"eval_mar_medium": 0.4751,
"eval_mar_small": 0.293,
"eval_runtime": 15.8103,
"eval_samples_per_second": 9.488,
"eval_steps_per_second": 1.202,
"step": 7455
},
{
"epoch": 70.99530516431925,
"grad_norm": 12.37994384765625,
"learning_rate": 1.4382075471698114e-05,
"loss": 0.4682,
"step": 7561
},
{
"epoch": 70.99530516431925,
"eval_loss": 1.015113353729248,
"eval_map": 0.354,
"eval_map_50": 0.6449,
"eval_map_75": 0.3353,
"eval_map_Coverall": 0.5899,
"eval_map_Face_Shield": 0.3379,
"eval_map_Gloves": 0.2997,
"eval_map_Goggles": 0.207,
"eval_map_Mask": 0.3353,
"eval_map_large": 0.5446,
"eval_map_medium": 0.2939,
"eval_map_small": 0.243,
"eval_mar_1": 0.3149,
"eval_mar_10": 0.4956,
"eval_mar_100": 0.5169,
"eval_mar_100_Coverall": 0.6991,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4982,
"eval_mar_100_Goggles": 0.4015,
"eval_mar_100_Mask": 0.4707,
"eval_mar_large": 0.7268,
"eval_mar_medium": 0.4767,
"eval_mar_small": 0.307,
"eval_runtime": 16.1256,
"eval_samples_per_second": 9.302,
"eval_steps_per_second": 1.178,
"step": 7561
},
{
"epoch": 72.0,
"grad_norm": 20.32448387145996,
"learning_rate": 1.3877358490566039e-05,
"loss": 0.4593,
"step": 7668
},
{
"epoch": 72.0,
"eval_loss": 1.0303921699523926,
"eval_map": 0.355,
"eval_map_50": 0.6471,
"eval_map_75": 0.3297,
"eval_map_Coverall": 0.5928,
"eval_map_Face_Shield": 0.3388,
"eval_map_Gloves": 0.2883,
"eval_map_Goggles": 0.2129,
"eval_map_Mask": 0.3422,
"eval_map_large": 0.5427,
"eval_map_medium": 0.2968,
"eval_map_small": 0.2458,
"eval_mar_1": 0.3143,
"eval_mar_10": 0.5001,
"eval_mar_100": 0.5221,
"eval_mar_100_Coverall": 0.6995,
"eval_mar_100_Face_Shield": 0.5152,
"eval_mar_100_Gloves": 0.4933,
"eval_mar_100_Goggles": 0.4169,
"eval_mar_100_Mask": 0.4853,
"eval_mar_large": 0.7327,
"eval_mar_medium": 0.4802,
"eval_mar_small": 0.3186,
"eval_runtime": 15.8382,
"eval_samples_per_second": 9.471,
"eval_steps_per_second": 1.2,
"step": 7668
},
{
"epoch": 72.99530516431925,
"grad_norm": 329.7538757324219,
"learning_rate": 1.3377358490566038e-05,
"loss": 0.4571,
"step": 7774
},
{
"epoch": 72.99530516431925,
"eval_loss": 1.029414176940918,
"eval_map": 0.3542,
"eval_map_50": 0.6547,
"eval_map_75": 0.3377,
"eval_map_Coverall": 0.5922,
"eval_map_Face_Shield": 0.3369,
"eval_map_Gloves": 0.2937,
"eval_map_Goggles": 0.212,
"eval_map_Mask": 0.3362,
"eval_map_large": 0.5307,
"eval_map_medium": 0.3057,
"eval_map_small": 0.2586,
"eval_mar_1": 0.3111,
"eval_mar_10": 0.4927,
"eval_mar_100": 0.5182,
"eval_mar_100_Coverall": 0.6932,
"eval_mar_100_Face_Shield": 0.5076,
"eval_mar_100_Gloves": 0.5009,
"eval_mar_100_Goggles": 0.4077,
"eval_mar_100_Mask": 0.4818,
"eval_mar_large": 0.7293,
"eval_mar_medium": 0.4794,
"eval_mar_small": 0.3255,
"eval_runtime": 15.8539,
"eval_samples_per_second": 9.461,
"eval_steps_per_second": 1.198,
"step": 7774
},
{
"epoch": 74.0,
"grad_norm": 29.055212020874023,
"learning_rate": 1.2872641509433963e-05,
"loss": 0.4502,
"step": 7881
},
{
"epoch": 74.0,
"eval_loss": 1.0236091613769531,
"eval_map": 0.3516,
"eval_map_50": 0.6502,
"eval_map_75": 0.3273,
"eval_map_Coverall": 0.5894,
"eval_map_Face_Shield": 0.3317,
"eval_map_Gloves": 0.2922,
"eval_map_Goggles": 0.2005,
"eval_map_Mask": 0.3443,
"eval_map_large": 0.5387,
"eval_map_medium": 0.2928,
"eval_map_small": 0.2426,
"eval_mar_1": 0.3144,
"eval_mar_10": 0.4906,
"eval_mar_100": 0.5186,
"eval_mar_100_Coverall": 0.686,
"eval_mar_100_Face_Shield": 0.5038,
"eval_mar_100_Gloves": 0.4991,
"eval_mar_100_Goggles": 0.4154,
"eval_mar_100_Mask": 0.4889,
"eval_mar_large": 0.7307,
"eval_mar_medium": 0.4746,
"eval_mar_small": 0.3158,
"eval_runtime": 16.0446,
"eval_samples_per_second": 9.349,
"eval_steps_per_second": 1.184,
"step": 7881
},
{
"epoch": 74.99530516431925,
"grad_norm": 336.69207763671875,
"learning_rate": 1.2377358490566038e-05,
"loss": 0.4529,
"step": 7987
},
{
"epoch": 74.99530516431925,
"eval_loss": 1.0255779027938843,
"eval_map": 0.3589,
"eval_map_50": 0.6477,
"eval_map_75": 0.3379,
"eval_map_Coverall": 0.5964,
"eval_map_Face_Shield": 0.3426,
"eval_map_Gloves": 0.2892,
"eval_map_Goggles": 0.2237,
"eval_map_Mask": 0.3424,
"eval_map_large": 0.5406,
"eval_map_medium": 0.3004,
"eval_map_small": 0.2489,
"eval_mar_1": 0.321,
"eval_mar_10": 0.4947,
"eval_mar_100": 0.5174,
"eval_mar_100_Coverall": 0.6878,
"eval_mar_100_Face_Shield": 0.5165,
"eval_mar_100_Gloves": 0.4808,
"eval_mar_100_Goggles": 0.4215,
"eval_mar_100_Mask": 0.4804,
"eval_mar_large": 0.7397,
"eval_mar_medium": 0.4731,
"eval_mar_small": 0.3113,
"eval_runtime": 15.7764,
"eval_samples_per_second": 9.508,
"eval_steps_per_second": 1.204,
"step": 7987
},
{
"epoch": 76.0,
"grad_norm": 13.259969711303711,
"learning_rate": 1.1872641509433962e-05,
"loss": 0.4326,
"step": 8094
},
{
"epoch": 76.0,
"eval_loss": 1.0340427160263062,
"eval_map": 0.3565,
"eval_map_50": 0.6524,
"eval_map_75": 0.3318,
"eval_map_Coverall": 0.5896,
"eval_map_Face_Shield": 0.3456,
"eval_map_Gloves": 0.2888,
"eval_map_Goggles": 0.2216,
"eval_map_Mask": 0.337,
"eval_map_large": 0.5421,
"eval_map_medium": 0.2997,
"eval_map_small": 0.2423,
"eval_mar_1": 0.3181,
"eval_mar_10": 0.4924,
"eval_mar_100": 0.5186,
"eval_mar_100_Coverall": 0.6883,
"eval_mar_100_Face_Shield": 0.5101,
"eval_mar_100_Gloves": 0.4951,
"eval_mar_100_Goggles": 0.4277,
"eval_mar_100_Mask": 0.472,
"eval_mar_large": 0.7374,
"eval_mar_medium": 0.4851,
"eval_mar_small": 0.3009,
"eval_runtime": 16.0651,
"eval_samples_per_second": 9.337,
"eval_steps_per_second": 1.183,
"step": 8094
},
{
"epoch": 76.99530516431925,
"grad_norm": 14.107702255249023,
"learning_rate": 1.1372641509433962e-05,
"loss": 0.4335,
"step": 8200
},
{
"epoch": 76.99530516431925,
"eval_loss": 1.0308547019958496,
"eval_map": 0.353,
"eval_map_50": 0.6463,
"eval_map_75": 0.3404,
"eval_map_Coverall": 0.5909,
"eval_map_Face_Shield": 0.3312,
"eval_map_Gloves": 0.2874,
"eval_map_Goggles": 0.2102,
"eval_map_Mask": 0.3454,
"eval_map_large": 0.5269,
"eval_map_medium": 0.2962,
"eval_map_small": 0.2424,
"eval_mar_1": 0.3146,
"eval_mar_10": 0.4883,
"eval_mar_100": 0.5141,
"eval_mar_100_Coverall": 0.6932,
"eval_mar_100_Face_Shield": 0.4949,
"eval_mar_100_Gloves": 0.4884,
"eval_mar_100_Goggles": 0.4092,
"eval_mar_100_Mask": 0.4849,
"eval_mar_large": 0.7248,
"eval_mar_medium": 0.4723,
"eval_mar_small": 0.3117,
"eval_runtime": 15.7858,
"eval_samples_per_second": 9.502,
"eval_steps_per_second": 1.204,
"step": 8200
},
{
"epoch": 78.0,
"grad_norm": 16.082218170166016,
"learning_rate": 1.0867924528301887e-05,
"loss": 0.4301,
"step": 8307
},
{
"epoch": 78.0,
"eval_loss": 1.0322885513305664,
"eval_map": 0.3543,
"eval_map_50": 0.6467,
"eval_map_75": 0.3249,
"eval_map_Coverall": 0.5978,
"eval_map_Face_Shield": 0.3129,
"eval_map_Gloves": 0.2979,
"eval_map_Goggles": 0.2225,
"eval_map_Mask": 0.3402,
"eval_map_large": 0.5352,
"eval_map_medium": 0.301,
"eval_map_small": 0.2388,
"eval_mar_1": 0.3157,
"eval_mar_10": 0.4922,
"eval_mar_100": 0.5148,
"eval_mar_100_Coverall": 0.6959,
"eval_mar_100_Face_Shield": 0.481,
"eval_mar_100_Gloves": 0.4924,
"eval_mar_100_Goggles": 0.4231,
"eval_mar_100_Mask": 0.4818,
"eval_mar_large": 0.7223,
"eval_mar_medium": 0.4839,
"eval_mar_small": 0.311,
"eval_runtime": 16.3876,
"eval_samples_per_second": 9.153,
"eval_steps_per_second": 1.159,
"step": 8307
},
{
"epoch": 78.99530516431925,
"grad_norm": 82.68280792236328,
"learning_rate": 1.0367924528301886e-05,
"loss": 0.4361,
"step": 8413
},
{
"epoch": 78.99530516431925,
"eval_loss": 1.0410690307617188,
"eval_map": 0.3506,
"eval_map_50": 0.6307,
"eval_map_75": 0.3271,
"eval_map_Coverall": 0.5968,
"eval_map_Face_Shield": 0.3207,
"eval_map_Gloves": 0.2885,
"eval_map_Goggles": 0.2101,
"eval_map_Mask": 0.3368,
"eval_map_large": 0.5455,
"eval_map_medium": 0.2975,
"eval_map_small": 0.2316,
"eval_mar_1": 0.3145,
"eval_mar_10": 0.4856,
"eval_mar_100": 0.506,
"eval_mar_100_Coverall": 0.6923,
"eval_mar_100_Face_Shield": 0.4785,
"eval_mar_100_Gloves": 0.4862,
"eval_mar_100_Goggles": 0.3985,
"eval_mar_100_Mask": 0.4747,
"eval_mar_large": 0.7113,
"eval_mar_medium": 0.4767,
"eval_mar_small": 0.2983,
"eval_runtime": 15.7497,
"eval_samples_per_second": 9.524,
"eval_steps_per_second": 1.206,
"step": 8413
},
{
"epoch": 80.0,
"grad_norm": 800.5081787109375,
"learning_rate": 9.863207547169811e-06,
"loss": 0.4239,
"step": 8520
},
{
"epoch": 80.0,
"eval_loss": 1.0443878173828125,
"eval_map": 0.3533,
"eval_map_50": 0.6499,
"eval_map_75": 0.3273,
"eval_map_Coverall": 0.5945,
"eval_map_Face_Shield": 0.3182,
"eval_map_Gloves": 0.2874,
"eval_map_Goggles": 0.2113,
"eval_map_Mask": 0.3552,
"eval_map_large": 0.5347,
"eval_map_medium": 0.2983,
"eval_map_small": 0.2517,
"eval_mar_1": 0.316,
"eval_mar_10": 0.4898,
"eval_mar_100": 0.5122,
"eval_mar_100_Coverall": 0.6914,
"eval_mar_100_Face_Shield": 0.4848,
"eval_mar_100_Gloves": 0.4772,
"eval_mar_100_Goggles": 0.4246,
"eval_mar_100_Mask": 0.4827,
"eval_mar_large": 0.7155,
"eval_mar_medium": 0.4807,
"eval_mar_small": 0.3182,
"eval_runtime": 15.6138,
"eval_samples_per_second": 9.607,
"eval_steps_per_second": 1.217,
"step": 8520
},
{
"epoch": 80.99530516431925,
"grad_norm": 19.373699188232422,
"learning_rate": 9.36320754716981e-06,
"loss": 0.4236,
"step": 8626
},
{
"epoch": 80.99530516431925,
"eval_loss": 1.0340361595153809,
"eval_map": 0.3501,
"eval_map_50": 0.6441,
"eval_map_75": 0.3328,
"eval_map_Coverall": 0.5976,
"eval_map_Face_Shield": 0.3257,
"eval_map_Gloves": 0.2881,
"eval_map_Goggles": 0.1922,
"eval_map_Mask": 0.3471,
"eval_map_large": 0.5302,
"eval_map_medium": 0.2969,
"eval_map_small": 0.252,
"eval_mar_1": 0.3175,
"eval_mar_10": 0.4908,
"eval_mar_100": 0.5146,
"eval_mar_100_Coverall": 0.6923,
"eval_mar_100_Face_Shield": 0.4886,
"eval_mar_100_Gloves": 0.4951,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4831,
"eval_mar_large": 0.7223,
"eval_mar_medium": 0.4758,
"eval_mar_small": 0.3185,
"eval_runtime": 15.5394,
"eval_samples_per_second": 9.653,
"eval_steps_per_second": 1.223,
"step": 8626
},
{
"epoch": 82.0,
"grad_norm": 8.774873733520508,
"learning_rate": 8.858490566037735e-06,
"loss": 0.4219,
"step": 8733
},
{
"epoch": 82.0,
"eval_loss": 1.0311708450317383,
"eval_map": 0.3552,
"eval_map_50": 0.6466,
"eval_map_75": 0.3365,
"eval_map_Coverall": 0.5936,
"eval_map_Face_Shield": 0.3248,
"eval_map_Gloves": 0.2958,
"eval_map_Goggles": 0.2124,
"eval_map_Mask": 0.3493,
"eval_map_large": 0.529,
"eval_map_medium": 0.2972,
"eval_map_small": 0.2483,
"eval_mar_1": 0.3249,
"eval_mar_10": 0.4979,
"eval_mar_100": 0.5159,
"eval_mar_100_Coverall": 0.686,
"eval_mar_100_Face_Shield": 0.4785,
"eval_mar_100_Gloves": 0.4991,
"eval_mar_100_Goggles": 0.4292,
"eval_mar_100_Mask": 0.4867,
"eval_mar_large": 0.7214,
"eval_mar_medium": 0.4693,
"eval_mar_small": 0.3333,
"eval_runtime": 15.6578,
"eval_samples_per_second": 9.58,
"eval_steps_per_second": 1.213,
"step": 8733
},
{
"epoch": 82.99530516431925,
"grad_norm": 718.5916137695312,
"learning_rate": 8.358490566037737e-06,
"loss": 0.4194,
"step": 8839
},
{
"epoch": 82.99530516431925,
"eval_loss": 1.0363999605178833,
"eval_map": 0.3528,
"eval_map_50": 0.6487,
"eval_map_75": 0.3394,
"eval_map_Coverall": 0.5841,
"eval_map_Face_Shield": 0.3305,
"eval_map_Gloves": 0.291,
"eval_map_Goggles": 0.2092,
"eval_map_Mask": 0.3493,
"eval_map_large": 0.5353,
"eval_map_medium": 0.3033,
"eval_map_small": 0.2403,
"eval_mar_1": 0.3145,
"eval_mar_10": 0.4885,
"eval_mar_100": 0.5107,
"eval_mar_100_Coverall": 0.6878,
"eval_mar_100_Face_Shield": 0.4823,
"eval_mar_100_Gloves": 0.4826,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4871,
"eval_mar_large": 0.7137,
"eval_mar_medium": 0.4712,
"eval_mar_small": 0.3157,
"eval_runtime": 15.541,
"eval_samples_per_second": 9.652,
"eval_steps_per_second": 1.223,
"step": 8839
},
{
"epoch": 84.0,
"grad_norm": 18.565000534057617,
"learning_rate": 7.853773584905661e-06,
"loss": 0.4163,
"step": 8946
},
{
"epoch": 84.0,
"eval_loss": 1.0440565347671509,
"eval_map": 0.3515,
"eval_map_50": 0.6484,
"eval_map_75": 0.3379,
"eval_map_Coverall": 0.5906,
"eval_map_Face_Shield": 0.3189,
"eval_map_Gloves": 0.2905,
"eval_map_Goggles": 0.2171,
"eval_map_Mask": 0.3405,
"eval_map_large": 0.5294,
"eval_map_medium": 0.2957,
"eval_map_small": 0.2503,
"eval_mar_1": 0.3187,
"eval_mar_10": 0.4907,
"eval_mar_100": 0.5126,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.4949,
"eval_mar_100_Gloves": 0.4893,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.48,
"eval_mar_large": 0.724,
"eval_mar_medium": 0.4651,
"eval_mar_small": 0.3223,
"eval_runtime": 15.5809,
"eval_samples_per_second": 9.627,
"eval_steps_per_second": 1.219,
"step": 8946
},
{
"epoch": 84.99530516431925,
"grad_norm": 274.29876708984375,
"learning_rate": 7.353773584905662e-06,
"loss": 0.4119,
"step": 9052
},
{
"epoch": 84.99530516431925,
"eval_loss": 1.0541025400161743,
"eval_map": 0.3477,
"eval_map_50": 0.646,
"eval_map_75": 0.3179,
"eval_map_Coverall": 0.5862,
"eval_map_Face_Shield": 0.3247,
"eval_map_Gloves": 0.2886,
"eval_map_Goggles": 0.2075,
"eval_map_Mask": 0.3314,
"eval_map_large": 0.5249,
"eval_map_medium": 0.2881,
"eval_map_small": 0.2355,
"eval_mar_1": 0.3167,
"eval_mar_10": 0.4835,
"eval_mar_100": 0.5056,
"eval_mar_100_Coverall": 0.6806,
"eval_mar_100_Face_Shield": 0.4861,
"eval_mar_100_Gloves": 0.4821,
"eval_mar_100_Goggles": 0.4123,
"eval_mar_100_Mask": 0.4667,
"eval_mar_large": 0.715,
"eval_mar_medium": 0.4629,
"eval_mar_small": 0.3035,
"eval_runtime": 15.67,
"eval_samples_per_second": 9.572,
"eval_steps_per_second": 1.213,
"step": 9052
},
{
"epoch": 86.0,
"grad_norm": 101.64501190185547,
"learning_rate": 6.849056603773585e-06,
"loss": 0.3989,
"step": 9159
},
{
"epoch": 86.0,
"eval_loss": 1.0366202592849731,
"eval_map": 0.3525,
"eval_map_50": 0.651,
"eval_map_75": 0.3258,
"eval_map_Coverall": 0.5857,
"eval_map_Face_Shield": 0.3361,
"eval_map_Gloves": 0.289,
"eval_map_Goggles": 0.2173,
"eval_map_Mask": 0.3343,
"eval_map_large": 0.5341,
"eval_map_medium": 0.2998,
"eval_map_small": 0.2354,
"eval_mar_1": 0.3197,
"eval_mar_10": 0.4873,
"eval_mar_100": 0.5151,
"eval_mar_100_Coverall": 0.6865,
"eval_mar_100_Face_Shield": 0.5114,
"eval_mar_100_Gloves": 0.4826,
"eval_mar_100_Goggles": 0.4215,
"eval_mar_100_Mask": 0.4733,
"eval_mar_large": 0.7344,
"eval_mar_medium": 0.4835,
"eval_mar_small": 0.3003,
"eval_runtime": 15.9283,
"eval_samples_per_second": 9.417,
"eval_steps_per_second": 1.193,
"step": 9159
},
{
"epoch": 86.99530516431925,
"grad_norm": 15.726195335388184,
"learning_rate": 6.349056603773586e-06,
"loss": 0.4159,
"step": 9265
},
{
"epoch": 86.99530516431925,
"eval_loss": 1.0289558172225952,
"eval_map": 0.3569,
"eval_map_50": 0.6552,
"eval_map_75": 0.3376,
"eval_map_Coverall": 0.5884,
"eval_map_Face_Shield": 0.333,
"eval_map_Gloves": 0.2963,
"eval_map_Goggles": 0.217,
"eval_map_Mask": 0.3498,
"eval_map_large": 0.5478,
"eval_map_medium": 0.3065,
"eval_map_small": 0.2391,
"eval_mar_1": 0.3184,
"eval_mar_10": 0.4931,
"eval_mar_100": 0.519,
"eval_mar_100_Coverall": 0.6869,
"eval_mar_100_Face_Shield": 0.5165,
"eval_mar_100_Gloves": 0.4897,
"eval_mar_100_Goggles": 0.42,
"eval_mar_100_Mask": 0.4818,
"eval_mar_large": 0.7322,
"eval_mar_medium": 0.4859,
"eval_mar_small": 0.3126,
"eval_runtime": 15.5063,
"eval_samples_per_second": 9.673,
"eval_steps_per_second": 1.225,
"step": 9265
},
{
"epoch": 88.0,
"grad_norm": 51.65308380126953,
"learning_rate": 5.84433962264151e-06,
"loss": 0.403,
"step": 9372
},
{
"epoch": 88.0,
"eval_loss": 1.0364867448806763,
"eval_map": 0.3551,
"eval_map_50": 0.6506,
"eval_map_75": 0.3357,
"eval_map_Coverall": 0.5893,
"eval_map_Face_Shield": 0.3369,
"eval_map_Gloves": 0.2907,
"eval_map_Goggles": 0.2102,
"eval_map_Mask": 0.3482,
"eval_map_large": 0.541,
"eval_map_medium": 0.3,
"eval_map_small": 0.2391,
"eval_mar_1": 0.317,
"eval_mar_10": 0.4926,
"eval_mar_100": 0.5147,
"eval_mar_100_Coverall": 0.6869,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4929,
"eval_mar_100_Goggles": 0.4169,
"eval_mar_100_Mask": 0.4844,
"eval_mar_large": 0.725,
"eval_mar_medium": 0.4828,
"eval_mar_small": 0.3153,
"eval_runtime": 15.7954,
"eval_samples_per_second": 9.496,
"eval_steps_per_second": 1.203,
"step": 9372
},
{
"epoch": 88.99530516431925,
"grad_norm": 12.292823791503906,
"learning_rate": 5.3443396226415095e-06,
"loss": 0.3987,
"step": 9478
},
{
"epoch": 88.99530516431925,
"eval_loss": 1.0452388525009155,
"eval_map": 0.352,
"eval_map_50": 0.6489,
"eval_map_75": 0.3289,
"eval_map_Coverall": 0.585,
"eval_map_Face_Shield": 0.3316,
"eval_map_Gloves": 0.2928,
"eval_map_Goggles": 0.2136,
"eval_map_Mask": 0.3367,
"eval_map_large": 0.5296,
"eval_map_medium": 0.2952,
"eval_map_small": 0.236,
"eval_mar_1": 0.3193,
"eval_mar_10": 0.4895,
"eval_mar_100": 0.5119,
"eval_mar_100_Coverall": 0.6851,
"eval_mar_100_Face_Shield": 0.5,
"eval_mar_100_Gloves": 0.4839,
"eval_mar_100_Goggles": 0.42,
"eval_mar_100_Mask": 0.4707,
"eval_mar_large": 0.7254,
"eval_mar_medium": 0.4788,
"eval_mar_small": 0.3074,
"eval_runtime": 15.6701,
"eval_samples_per_second": 9.572,
"eval_steps_per_second": 1.212,
"step": 9478
},
{
"epoch": 90.0,
"grad_norm": 22.206819534301758,
"learning_rate": 4.839622641509434e-06,
"loss": 0.3896,
"step": 9585
},
{
"epoch": 90.0,
"eval_loss": 1.038748860359192,
"eval_map": 0.3542,
"eval_map_50": 0.6505,
"eval_map_75": 0.332,
"eval_map_Coverall": 0.5897,
"eval_map_Face_Shield": 0.3322,
"eval_map_Gloves": 0.2968,
"eval_map_Goggles": 0.2106,
"eval_map_Mask": 0.3415,
"eval_map_large": 0.533,
"eval_map_medium": 0.2953,
"eval_map_small": 0.2444,
"eval_mar_1": 0.3175,
"eval_mar_10": 0.4902,
"eval_mar_100": 0.5109,
"eval_mar_100_Coverall": 0.6829,
"eval_mar_100_Face_Shield": 0.4861,
"eval_mar_100_Gloves": 0.4866,
"eval_mar_100_Goggles": 0.4154,
"eval_mar_100_Mask": 0.4836,
"eval_mar_large": 0.7178,
"eval_mar_medium": 0.4739,
"eval_mar_small": 0.3242,
"eval_runtime": 15.8137,
"eval_samples_per_second": 9.485,
"eval_steps_per_second": 1.201,
"step": 9585
},
{
"epoch": 90.99530516431925,
"grad_norm": 14.121788024902344,
"learning_rate": 4.339622641509434e-06,
"loss": 0.3962,
"step": 9691
},
{
"epoch": 90.99530516431925,
"eval_loss": 1.0409234762191772,
"eval_map": 0.3567,
"eval_map_50": 0.6523,
"eval_map_75": 0.3393,
"eval_map_Coverall": 0.5938,
"eval_map_Face_Shield": 0.3344,
"eval_map_Gloves": 0.2996,
"eval_map_Goggles": 0.2196,
"eval_map_Mask": 0.3363,
"eval_map_large": 0.536,
"eval_map_medium": 0.2994,
"eval_map_small": 0.2425,
"eval_mar_1": 0.3191,
"eval_mar_10": 0.4865,
"eval_mar_100": 0.5115,
"eval_mar_100_Coverall": 0.6878,
"eval_mar_100_Face_Shield": 0.4873,
"eval_mar_100_Gloves": 0.4875,
"eval_mar_100_Goggles": 0.4169,
"eval_mar_100_Mask": 0.4778,
"eval_mar_large": 0.7197,
"eval_mar_medium": 0.4759,
"eval_mar_small": 0.3111,
"eval_runtime": 15.6017,
"eval_samples_per_second": 9.614,
"eval_steps_per_second": 1.218,
"step": 9691
},
{
"epoch": 92.0,
"grad_norm": 67.106201171875,
"learning_rate": 3.834905660377358e-06,
"loss": 0.3908,
"step": 9798
},
{
"epoch": 92.0,
"eval_loss": 1.0450172424316406,
"eval_map": 0.3525,
"eval_map_50": 0.6514,
"eval_map_75": 0.3288,
"eval_map_Coverall": 0.5938,
"eval_map_Face_Shield": 0.3248,
"eval_map_Gloves": 0.2932,
"eval_map_Goggles": 0.2136,
"eval_map_Mask": 0.3372,
"eval_map_large": 0.5385,
"eval_map_medium": 0.2953,
"eval_map_small": 0.2381,
"eval_mar_1": 0.3191,
"eval_mar_10": 0.4881,
"eval_mar_100": 0.5127,
"eval_mar_100_Coverall": 0.6905,
"eval_mar_100_Face_Shield": 0.4924,
"eval_mar_100_Gloves": 0.4866,
"eval_mar_100_Goggles": 0.42,
"eval_mar_100_Mask": 0.4738,
"eval_mar_large": 0.7231,
"eval_mar_medium": 0.4801,
"eval_mar_small": 0.3094,
"eval_runtime": 15.8793,
"eval_samples_per_second": 9.446,
"eval_steps_per_second": 1.197,
"step": 9798
},
{
"epoch": 92.99530516431925,
"grad_norm": 23.5435848236084,
"learning_rate": 3.3349056603773585e-06,
"loss": 0.3887,
"step": 9904
},
{
"epoch": 92.99530516431925,
"eval_loss": 1.043117642402649,
"eval_map": 0.3549,
"eval_map_50": 0.657,
"eval_map_75": 0.3277,
"eval_map_Coverall": 0.5909,
"eval_map_Face_Shield": 0.3313,
"eval_map_Gloves": 0.2924,
"eval_map_Goggles": 0.2184,
"eval_map_Mask": 0.3415,
"eval_map_large": 0.5399,
"eval_map_medium": 0.2949,
"eval_map_small": 0.246,
"eval_mar_1": 0.3189,
"eval_mar_10": 0.489,
"eval_mar_100": 0.5167,
"eval_mar_100_Coverall": 0.691,
"eval_mar_100_Face_Shield": 0.4937,
"eval_mar_100_Gloves": 0.4848,
"eval_mar_100_Goggles": 0.4354,
"eval_mar_100_Mask": 0.4787,
"eval_mar_large": 0.7278,
"eval_mar_medium": 0.4807,
"eval_mar_small": 0.3195,
"eval_runtime": 15.9512,
"eval_samples_per_second": 9.404,
"eval_steps_per_second": 1.191,
"step": 9904
},
{
"epoch": 94.0,
"grad_norm": 15.025121688842773,
"learning_rate": 2.830188679245283e-06,
"loss": 0.3818,
"step": 10011
},
{
"epoch": 94.0,
"eval_loss": 1.0451281070709229,
"eval_map": 0.3524,
"eval_map_50": 0.6528,
"eval_map_75": 0.3303,
"eval_map_Coverall": 0.5889,
"eval_map_Face_Shield": 0.3264,
"eval_map_Gloves": 0.2931,
"eval_map_Goggles": 0.2114,
"eval_map_Mask": 0.3421,
"eval_map_large": 0.5338,
"eval_map_medium": 0.2896,
"eval_map_small": 0.246,
"eval_mar_1": 0.3166,
"eval_mar_10": 0.4872,
"eval_mar_100": 0.5149,
"eval_mar_100_Coverall": 0.6883,
"eval_mar_100_Face_Shield": 0.4911,
"eval_mar_100_Gloves": 0.4871,
"eval_mar_100_Goggles": 0.4292,
"eval_mar_100_Mask": 0.4787,
"eval_mar_large": 0.7217,
"eval_mar_medium": 0.4802,
"eval_mar_small": 0.3134,
"eval_runtime": 15.5262,
"eval_samples_per_second": 9.661,
"eval_steps_per_second": 1.224,
"step": 10011
},
{
"epoch": 94.99530516431925,
"grad_norm": 10.984333992004395,
"learning_rate": 2.3301886792452832e-06,
"loss": 0.3886,
"step": 10117
},
{
"epoch": 94.99530516431925,
"eval_loss": 1.0395214557647705,
"eval_map": 0.3561,
"eval_map_50": 0.6557,
"eval_map_75": 0.3254,
"eval_map_Coverall": 0.5897,
"eval_map_Face_Shield": 0.3325,
"eval_map_Gloves": 0.2999,
"eval_map_Goggles": 0.2147,
"eval_map_Mask": 0.3435,
"eval_map_large": 0.5352,
"eval_map_medium": 0.2965,
"eval_map_small": 0.2546,
"eval_mar_1": 0.3202,
"eval_mar_10": 0.4903,
"eval_mar_100": 0.5139,
"eval_mar_100_Coverall": 0.6919,
"eval_mar_100_Face_Shield": 0.4962,
"eval_mar_100_Gloves": 0.4857,
"eval_mar_100_Goggles": 0.4154,
"eval_mar_100_Mask": 0.4804,
"eval_mar_large": 0.7178,
"eval_mar_medium": 0.4775,
"eval_mar_small": 0.3246,
"eval_runtime": 15.5192,
"eval_samples_per_second": 9.665,
"eval_steps_per_second": 1.224,
"step": 10117
},
{
"epoch": 96.0,
"grad_norm": 35.83152770996094,
"learning_rate": 1.8254716981132076e-06,
"loss": 0.3816,
"step": 10224
},
{
"epoch": 96.0,
"eval_loss": 1.0435138940811157,
"eval_map": 0.3538,
"eval_map_50": 0.6543,
"eval_map_75": 0.3315,
"eval_map_Coverall": 0.5911,
"eval_map_Face_Shield": 0.3292,
"eval_map_Gloves": 0.2954,
"eval_map_Goggles": 0.2121,
"eval_map_Mask": 0.3412,
"eval_map_large": 0.5357,
"eval_map_medium": 0.2948,
"eval_map_small": 0.2416,
"eval_mar_1": 0.3161,
"eval_mar_10": 0.4872,
"eval_mar_100": 0.5134,
"eval_mar_100_Coverall": 0.6896,
"eval_mar_100_Face_Shield": 0.4937,
"eval_mar_100_Gloves": 0.4799,
"eval_mar_100_Goggles": 0.4292,
"eval_mar_100_Mask": 0.4747,
"eval_mar_large": 0.7266,
"eval_mar_medium": 0.4808,
"eval_mar_small": 0.3031,
"eval_runtime": 15.7773,
"eval_samples_per_second": 9.507,
"eval_steps_per_second": 1.204,
"step": 10224
},
{
"epoch": 96.99530516431925,
"grad_norm": 19.650592803955078,
"learning_rate": 1.330188679245283e-06,
"loss": 0.382,
"step": 10330
},
{
"epoch": 96.99530516431925,
"eval_loss": 1.0447319746017456,
"eval_map": 0.3528,
"eval_map_50": 0.6521,
"eval_map_75": 0.3291,
"eval_map_Coverall": 0.5894,
"eval_map_Face_Shield": 0.3252,
"eval_map_Gloves": 0.2956,
"eval_map_Goggles": 0.2089,
"eval_map_Mask": 0.3447,
"eval_map_large": 0.5347,
"eval_map_medium": 0.2951,
"eval_map_small": 0.2406,
"eval_mar_1": 0.3178,
"eval_mar_10": 0.4882,
"eval_mar_100": 0.5132,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.4937,
"eval_mar_100_Gloves": 0.4839,
"eval_mar_100_Goggles": 0.4262,
"eval_mar_100_Mask": 0.4778,
"eval_mar_large": 0.7205,
"eval_mar_medium": 0.4824,
"eval_mar_small": 0.3062,
"eval_runtime": 15.7129,
"eval_samples_per_second": 9.546,
"eval_steps_per_second": 1.209,
"step": 10330
},
{
"epoch": 98.0,
"grad_norm": 23.10288429260254,
"learning_rate": 8.254716981132076e-07,
"loss": 0.3812,
"step": 10437
},
{
"epoch": 98.0,
"eval_loss": 1.0449985265731812,
"eval_map": 0.3516,
"eval_map_50": 0.6501,
"eval_map_75": 0.3338,
"eval_map_Coverall": 0.5872,
"eval_map_Face_Shield": 0.3235,
"eval_map_Gloves": 0.2937,
"eval_map_Goggles": 0.2077,
"eval_map_Mask": 0.346,
"eval_map_large": 0.5323,
"eval_map_medium": 0.2936,
"eval_map_small": 0.2428,
"eval_mar_1": 0.3164,
"eval_mar_10": 0.486,
"eval_mar_100": 0.509,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.4861,
"eval_mar_100_Gloves": 0.4839,
"eval_mar_100_Goggles": 0.4123,
"eval_mar_100_Mask": 0.4778,
"eval_mar_large": 0.7168,
"eval_mar_medium": 0.4683,
"eval_mar_small": 0.3119,
"eval_runtime": 15.5877,
"eval_samples_per_second": 9.623,
"eval_steps_per_second": 1.219,
"step": 10437
},
{
"epoch": 98.99530516431925,
"grad_norm": 16.712841033935547,
"learning_rate": 3.254716981132075e-07,
"loss": 0.3781,
"step": 10543
},
{
"epoch": 98.99530516431925,
"eval_loss": 1.0454500913619995,
"eval_map": 0.3511,
"eval_map_50": 0.6497,
"eval_map_75": 0.3269,
"eval_map_Coverall": 0.5876,
"eval_map_Face_Shield": 0.328,
"eval_map_Gloves": 0.2891,
"eval_map_Goggles": 0.2066,
"eval_map_Mask": 0.3442,
"eval_map_large": 0.5313,
"eval_map_medium": 0.2912,
"eval_map_small": 0.2413,
"eval_mar_1": 0.3163,
"eval_mar_10": 0.4852,
"eval_mar_100": 0.5093,
"eval_mar_100_Coverall": 0.6847,
"eval_mar_100_Face_Shield": 0.4886,
"eval_mar_100_Gloves": 0.4817,
"eval_mar_100_Goggles": 0.4169,
"eval_mar_100_Mask": 0.4747,
"eval_mar_large": 0.7137,
"eval_mar_medium": 0.4716,
"eval_mar_small": 0.3088,
"eval_runtime": 15.6826,
"eval_samples_per_second": 9.565,
"eval_steps_per_second": 1.212,
"step": 10543
},
{
"epoch": 99.53051643192488,
"grad_norm": 216.1714324951172,
"learning_rate": 5.6603773584905664e-08,
"loss": 0.3539,
"step": 10600
},
{
"epoch": 99.53051643192488,
"eval_loss": 1.044245958328247,
"eval_map": 0.3514,
"eval_map_50": 0.6496,
"eval_map_75": 0.3279,
"eval_map_Coverall": 0.5877,
"eval_map_Face_Shield": 0.3269,
"eval_map_Gloves": 0.2902,
"eval_map_Goggles": 0.2064,
"eval_map_Mask": 0.3456,
"eval_map_large": 0.5328,
"eval_map_medium": 0.2912,
"eval_map_small": 0.2421,
"eval_mar_1": 0.3162,
"eval_mar_10": 0.4852,
"eval_mar_100": 0.5091,
"eval_mar_100_Coverall": 0.6851,
"eval_mar_100_Face_Shield": 0.4873,
"eval_mar_100_Gloves": 0.4821,
"eval_mar_100_Goggles": 0.4138,
"eval_mar_100_Mask": 0.4769,
"eval_mar_large": 0.7154,
"eval_mar_medium": 0.4684,
"eval_mar_small": 0.3118,
"eval_runtime": 15.5328,
"eval_samples_per_second": 9.657,
"eval_steps_per_second": 1.223,
"step": 10600
},
{
"epoch": 99.53051643192488,
"step": 10600,
"total_flos": 2.1870706694064443e+19,
"train_loss": 0.0,
"train_runtime": 3.1369,
"train_samples_per_second": 27096.987,
"train_steps_per_second": 3379.154
}
],
"logging_steps": 500,
"max_steps": 10600,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 2.1870706694064443e+19,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}