|
{
|
|
"best_metric": 0.1652,
|
|
"best_model_checkpoint": "test_detr_finetuned_cppe5\\checkpoint-749",
|
|
"epoch": 7.0,
|
|
"eval_steps": 500,
|
|
"global_step": 749,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 1.0,
|
|
"step": 107,
|
|
"train_loss": 2.531707286834717,
|
|
"train_map": 0.0033,
|
|
"train_map_50": 0.0117,
|
|
"train_map_75": 0.0011,
|
|
"train_map_Coverall": 0.0032,
|
|
"train_map_Face_Shield": 0.0001,
|
|
"train_map_Gloves": 0.0049,
|
|
"train_map_Goggles": 0.0,
|
|
"train_map_Mask": 0.0081,
|
|
"train_map_large": 0.0063,
|
|
"train_map_medium": 0.0037,
|
|
"train_map_small": 0.0017,
|
|
"train_mar_1": 0.0094,
|
|
"train_mar_10": 0.0727,
|
|
"train_mar_100": 0.1382,
|
|
"train_mar_100_Coverall": 0.2272,
|
|
"train_mar_100_Face_Shield": 0.0201,
|
|
"train_mar_100_Gloves": 0.199,
|
|
"train_mar_100_Goggles": 0.0,
|
|
"train_mar_100_Mask": 0.2445,
|
|
"train_mar_large": 0.0983,
|
|
"train_mar_medium": 0.1363,
|
|
"train_mar_small": 0.0346,
|
|
"train_runtime": 29.266,
|
|
"train_samples_per_second": 29.044,
|
|
"train_steps_per_second": 3.656
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"eval_loss": 2.618133068084717,
|
|
"eval_map": 0.0023,
|
|
"eval_map_50": 0.0084,
|
|
"eval_map_75": 0.0006,
|
|
"eval_map_Coverall": 0.0025,
|
|
"eval_map_Face_Shield": 0.0002,
|
|
"eval_map_Gloves": 0.0026,
|
|
"eval_map_Goggles": 0.0,
|
|
"eval_map_Mask": 0.0062,
|
|
"eval_map_large": 0.0075,
|
|
"eval_map_medium": 0.0029,
|
|
"eval_map_small": 0.0019,
|
|
"eval_mar_1": 0.0082,
|
|
"eval_mar_10": 0.0496,
|
|
"eval_mar_100": 0.1009,
|
|
"eval_mar_100_Coverall": 0.1667,
|
|
"eval_mar_100_Face_Shield": 0.0152,
|
|
"eval_mar_100_Gloves": 0.1442,
|
|
"eval_mar_100_Goggles": 0.0,
|
|
"eval_mar_100_Mask": 0.1782,
|
|
"eval_mar_large": 0.1089,
|
|
"eval_mar_medium": 0.1196,
|
|
"eval_mar_small": 0.0338,
|
|
"eval_runtime": 10.5496,
|
|
"eval_samples_per_second": 14.218,
|
|
"eval_steps_per_second": 1.801,
|
|
"step": 107
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"step": 214,
|
|
"train_loss": 2.1007583141326904,
|
|
"train_map": 0.0405,
|
|
"train_map_50": 0.0973,
|
|
"train_map_75": 0.0262,
|
|
"train_map_Coverall": 0.0862,
|
|
"train_map_Face_Shield": 0.0034,
|
|
"train_map_Gloves": 0.0161,
|
|
"train_map_Goggles": 0.0014,
|
|
"train_map_Mask": 0.0954,
|
|
"train_map_large": 0.0499,
|
|
"train_map_medium": 0.0351,
|
|
"train_map_small": 0.0156,
|
|
"train_mar_1": 0.1017,
|
|
"train_mar_10": 0.2491,
|
|
"train_mar_100": 0.2902,
|
|
"train_mar_100_Coverall": 0.5555,
|
|
"train_mar_100_Face_Shield": 0.1718,
|
|
"train_mar_100_Gloves": 0.2798,
|
|
"train_mar_100_Goggles": 0.0571,
|
|
"train_mar_100_Mask": 0.3865,
|
|
"train_mar_large": 0.2549,
|
|
"train_mar_medium": 0.2432,
|
|
"train_mar_small": 0.1161,
|
|
"train_runtime": 26.5597,
|
|
"train_samples_per_second": 32.003,
|
|
"train_steps_per_second": 4.029
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"eval_loss": 2.251506805419922,
|
|
"eval_map": 0.0386,
|
|
"eval_map_50": 0.0946,
|
|
"eval_map_75": 0.0261,
|
|
"eval_map_Coverall": 0.1234,
|
|
"eval_map_Face_Shield": 0.005,
|
|
"eval_map_Gloves": 0.0102,
|
|
"eval_map_Goggles": 0.0011,
|
|
"eval_map_Mask": 0.0531,
|
|
"eval_map_large": 0.0645,
|
|
"eval_map_medium": 0.0251,
|
|
"eval_map_small": 0.0109,
|
|
"eval_mar_1": 0.0744,
|
|
"eval_mar_10": 0.1938,
|
|
"eval_mar_100": 0.2324,
|
|
"eval_mar_100_Coverall": 0.4653,
|
|
"eval_mar_100_Face_Shield": 0.1722,
|
|
"eval_mar_100_Gloves": 0.2165,
|
|
"eval_mar_100_Goggles": 0.0277,
|
|
"eval_mar_100_Mask": 0.2804,
|
|
"eval_mar_large": 0.3155,
|
|
"eval_mar_medium": 0.2153,
|
|
"eval_mar_small": 0.0878,
|
|
"eval_runtime": 9.8776,
|
|
"eval_samples_per_second": 15.186,
|
|
"eval_steps_per_second": 1.924,
|
|
"step": 214
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"step": 321,
|
|
"train_loss": 1.8027496337890625,
|
|
"train_map": 0.0689,
|
|
"train_map_50": 0.1515,
|
|
"train_map_75": 0.053,
|
|
"train_map_Coverall": 0.1899,
|
|
"train_map_Face_Shield": 0.0098,
|
|
"train_map_Gloves": 0.0287,
|
|
"train_map_Goggles": 0.0123,
|
|
"train_map_Mask": 0.104,
|
|
"train_map_large": 0.0958,
|
|
"train_map_medium": 0.0492,
|
|
"train_map_small": 0.0201,
|
|
"train_mar_1": 0.1643,
|
|
"train_mar_10": 0.3427,
|
|
"train_mar_100": 0.3901,
|
|
"train_mar_100_Coverall": 0.6673,
|
|
"train_mar_100_Face_Shield": 0.3124,
|
|
"train_mar_100_Gloves": 0.3556,
|
|
"train_mar_100_Goggles": 0.2114,
|
|
"train_mar_100_Mask": 0.4038,
|
|
"train_mar_large": 0.4421,
|
|
"train_mar_medium": 0.3085,
|
|
"train_mar_small": 0.1399,
|
|
"train_runtime": 25.8607,
|
|
"train_samples_per_second": 32.868,
|
|
"train_steps_per_second": 4.138
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"eval_loss": 1.9757874011993408,
|
|
"eval_map": 0.0539,
|
|
"eval_map_50": 0.1302,
|
|
"eval_map_75": 0.0411,
|
|
"eval_map_Coverall": 0.1643,
|
|
"eval_map_Face_Shield": 0.0092,
|
|
"eval_map_Gloves": 0.0261,
|
|
"eval_map_Goggles": 0.0098,
|
|
"eval_map_Mask": 0.0601,
|
|
"eval_map_large": 0.1194,
|
|
"eval_map_medium": 0.0401,
|
|
"eval_map_small": 0.0231,
|
|
"eval_mar_1": 0.1144,
|
|
"eval_mar_10": 0.2597,
|
|
"eval_mar_100": 0.304,
|
|
"eval_mar_100_Coverall": 0.5284,
|
|
"eval_mar_100_Face_Shield": 0.243,
|
|
"eval_mar_100_Gloves": 0.2942,
|
|
"eval_mar_100_Goggles": 0.1446,
|
|
"eval_mar_100_Mask": 0.3098,
|
|
"eval_mar_large": 0.4992,
|
|
"eval_mar_medium": 0.259,
|
|
"eval_mar_small": 0.1355,
|
|
"eval_runtime": 9.6967,
|
|
"eval_samples_per_second": 15.469,
|
|
"eval_steps_per_second": 1.959,
|
|
"step": 321
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"step": 428,
|
|
"train_loss": 1.6371513605117798,
|
|
"train_map": 0.1256,
|
|
"train_map_50": 0.2579,
|
|
"train_map_75": 0.1074,
|
|
"train_map_Coverall": 0.3276,
|
|
"train_map_Face_Shield": 0.0195,
|
|
"train_map_Gloves": 0.0689,
|
|
"train_map_Goggles": 0.0266,
|
|
"train_map_Mask": 0.1852,
|
|
"train_map_large": 0.1425,
|
|
"train_map_medium": 0.094,
|
|
"train_map_small": 0.0312,
|
|
"train_mar_1": 0.2065,
|
|
"train_mar_10": 0.4048,
|
|
"train_mar_100": 0.4399,
|
|
"train_mar_100_Coverall": 0.7245,
|
|
"train_mar_100_Face_Shield": 0.3362,
|
|
"train_mar_100_Gloves": 0.3539,
|
|
"train_mar_100_Goggles": 0.3075,
|
|
"train_mar_100_Mask": 0.4775,
|
|
"train_mar_large": 0.5627,
|
|
"train_mar_medium": 0.3551,
|
|
"train_mar_small": 0.1666,
|
|
"train_runtime": 29.1332,
|
|
"train_samples_per_second": 29.176,
|
|
"train_steps_per_second": 3.673
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"eval_loss": 1.8584269285202026,
|
|
"eval_map": 0.0933,
|
|
"eval_map_50": 0.2047,
|
|
"eval_map_75": 0.0782,
|
|
"eval_map_Coverall": 0.2757,
|
|
"eval_map_Face_Shield": 0.0127,
|
|
"eval_map_Gloves": 0.04,
|
|
"eval_map_Goggles": 0.0208,
|
|
"eval_map_Mask": 0.1173,
|
|
"eval_map_large": 0.1536,
|
|
"eval_map_medium": 0.0659,
|
|
"eval_map_small": 0.0271,
|
|
"eval_mar_1": 0.1454,
|
|
"eval_mar_10": 0.3083,
|
|
"eval_mar_100": 0.3419,
|
|
"eval_mar_100_Coverall": 0.605,
|
|
"eval_mar_100_Face_Shield": 0.2519,
|
|
"eval_mar_100_Gloves": 0.2763,
|
|
"eval_mar_100_Goggles": 0.2354,
|
|
"eval_mar_100_Mask": 0.3409,
|
|
"eval_mar_large": 0.5593,
|
|
"eval_mar_medium": 0.2956,
|
|
"eval_mar_small": 0.1551,
|
|
"eval_runtime": 11.7158,
|
|
"eval_samples_per_second": 12.803,
|
|
"eval_steps_per_second": 1.622,
|
|
"step": 428
|
|
},
|
|
{
|
|
"epoch": 4.672897196261682,
|
|
"grad_norm": 17.656822204589844,
|
|
"learning_rate": 4.97310930008156e-05,
|
|
"loss": 4.0731,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"step": 535,
|
|
"train_loss": 1.5120447874069214,
|
|
"train_map": 0.1712,
|
|
"train_map_50": 0.3563,
|
|
"train_map_75": 0.1466,
|
|
"train_map_Coverall": 0.4435,
|
|
"train_map_Face_Shield": 0.0746,
|
|
"train_map_Gloves": 0.0904,
|
|
"train_map_Goggles": 0.0174,
|
|
"train_map_Mask": 0.2302,
|
|
"train_map_large": 0.2072,
|
|
"train_map_medium": 0.1168,
|
|
"train_map_small": 0.0514,
|
|
"train_mar_1": 0.2393,
|
|
"train_mar_10": 0.4484,
|
|
"train_mar_100": 0.4809,
|
|
"train_mar_100_Coverall": 0.7121,
|
|
"train_mar_100_Face_Shield": 0.4876,
|
|
"train_mar_100_Gloves": 0.4058,
|
|
"train_mar_100_Goggles": 0.301,
|
|
"train_mar_100_Mask": 0.4979,
|
|
"train_mar_large": 0.6526,
|
|
"train_mar_medium": 0.394,
|
|
"train_mar_small": 0.2152,
|
|
"train_runtime": 25.2419,
|
|
"train_samples_per_second": 33.674,
|
|
"train_steps_per_second": 4.239
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"eval_loss": 1.7863460779190063,
|
|
"eval_map": 0.122,
|
|
"eval_map_50": 0.266,
|
|
"eval_map_75": 0.107,
|
|
"eval_map_Coverall": 0.3757,
|
|
"eval_map_Face_Shield": 0.047,
|
|
"eval_map_Gloves": 0.0488,
|
|
"eval_map_Goggles": 0.0105,
|
|
"eval_map_Mask": 0.1283,
|
|
"eval_map_large": 0.218,
|
|
"eval_map_medium": 0.0869,
|
|
"eval_map_small": 0.0417,
|
|
"eval_mar_1": 0.175,
|
|
"eval_mar_10": 0.3379,
|
|
"eval_mar_100": 0.3696,
|
|
"eval_mar_100_Coverall": 0.6068,
|
|
"eval_mar_100_Face_Shield": 0.4089,
|
|
"eval_mar_100_Gloves": 0.2759,
|
|
"eval_mar_100_Goggles": 0.2138,
|
|
"eval_mar_100_Mask": 0.3427,
|
|
"eval_mar_large": 0.6453,
|
|
"eval_mar_medium": 0.328,
|
|
"eval_mar_small": 0.1947,
|
|
"eval_runtime": 9.6261,
|
|
"eval_samples_per_second": 15.583,
|
|
"eval_steps_per_second": 1.974,
|
|
"step": 535
|
|
},
|
|
{
|
|
"epoch": 6.0,
|
|
"step": 642,
|
|
"train_loss": 1.3715598583221436,
|
|
"train_map": 0.2176,
|
|
"train_map_50": 0.443,
|
|
"train_map_75": 0.1854,
|
|
"train_map_Coverall": 0.5415,
|
|
"train_map_Face_Shield": 0.0693,
|
|
"train_map_Gloves": 0.143,
|
|
"train_map_Goggles": 0.0397,
|
|
"train_map_Mask": 0.2944,
|
|
"train_map_large": 0.2885,
|
|
"train_map_medium": 0.1558,
|
|
"train_map_small": 0.0616,
|
|
"train_mar_1": 0.2564,
|
|
"train_mar_10": 0.469,
|
|
"train_mar_100": 0.5014,
|
|
"train_mar_100_Coverall": 0.7413,
|
|
"train_mar_100_Face_Shield": 0.448,
|
|
"train_mar_100_Gloves": 0.4251,
|
|
"train_mar_100_Goggles": 0.3951,
|
|
"train_mar_100_Mask": 0.4975,
|
|
"train_mar_large": 0.666,
|
|
"train_mar_medium": 0.4181,
|
|
"train_mar_small": 0.2092,
|
|
"train_runtime": 47.3337,
|
|
"train_samples_per_second": 17.958,
|
|
"train_steps_per_second": 2.261
|
|
},
|
|
{
|
|
"epoch": 6.0,
|
|
"eval_loss": 1.6572372913360596,
|
|
"eval_map": 0.1544,
|
|
"eval_map_50": 0.3453,
|
|
"eval_map_75": 0.1228,
|
|
"eval_map_Coverall": 0.4258,
|
|
"eval_map_Face_Shield": 0.0479,
|
|
"eval_map_Gloves": 0.0671,
|
|
"eval_map_Goggles": 0.0421,
|
|
"eval_map_Mask": 0.1892,
|
|
"eval_map_large": 0.2912,
|
|
"eval_map_medium": 0.1215,
|
|
"eval_map_small": 0.0498,
|
|
"eval_mar_1": 0.1876,
|
|
"eval_mar_10": 0.3566,
|
|
"eval_mar_100": 0.3871,
|
|
"eval_mar_100_Coverall": 0.6063,
|
|
"eval_mar_100_Face_Shield": 0.3696,
|
|
"eval_mar_100_Gloves": 0.2946,
|
|
"eval_mar_100_Goggles": 0.3108,
|
|
"eval_mar_100_Mask": 0.3542,
|
|
"eval_mar_large": 0.6243,
|
|
"eval_mar_medium": 0.3671,
|
|
"eval_mar_small": 0.1839,
|
|
"eval_runtime": 13.4387,
|
|
"eval_samples_per_second": 11.162,
|
|
"eval_steps_per_second": 1.414,
|
|
"step": 642
|
|
},
|
|
{
|
|
"epoch": 7.0,
|
|
"step": 749,
|
|
"train_loss": 1.3229799270629883,
|
|
"train_map": 0.2439,
|
|
"train_map_50": 0.5149,
|
|
"train_map_75": 0.1888,
|
|
"train_map_Coverall": 0.5814,
|
|
"train_map_Face_Shield": 0.1397,
|
|
"train_map_Gloves": 0.1842,
|
|
"train_map_Goggles": 0.0718,
|
|
"train_map_Mask": 0.2422,
|
|
"train_map_large": 0.335,
|
|
"train_map_medium": 0.1703,
|
|
"train_map_small": 0.0787,
|
|
"train_mar_1": 0.2693,
|
|
"train_mar_10": 0.4628,
|
|
"train_mar_100": 0.4818,
|
|
"train_mar_100_Coverall": 0.743,
|
|
"train_mar_100_Face_Shield": 0.4908,
|
|
"train_mar_100_Gloves": 0.394,
|
|
"train_mar_100_Goggles": 0.3821,
|
|
"train_mar_100_Mask": 0.399,
|
|
"train_mar_large": 0.7072,
|
|
"train_mar_medium": 0.3997,
|
|
"train_mar_small": 0.176,
|
|
"train_runtime": 61.0765,
|
|
"train_samples_per_second": 13.917,
|
|
"train_steps_per_second": 1.752
|
|
},
|
|
{
|
|
"epoch": 7.0,
|
|
"eval_loss": 1.6533563137054443,
|
|
"eval_map": 0.1652,
|
|
"eval_map_50": 0.385,
|
|
"eval_map_75": 0.1207,
|
|
"eval_map_Coverall": 0.4605,
|
|
"eval_map_Face_Shield": 0.059,
|
|
"eval_map_Gloves": 0.0861,
|
|
"eval_map_Goggles": 0.0643,
|
|
"eval_map_Mask": 0.1559,
|
|
"eval_map_large": 0.3467,
|
|
"eval_map_medium": 0.1242,
|
|
"eval_map_small": 0.0537,
|
|
"eval_mar_1": 0.1888,
|
|
"eval_mar_10": 0.335,
|
|
"eval_mar_100": 0.3594,
|
|
"eval_mar_100_Coverall": 0.6054,
|
|
"eval_mar_100_Face_Shield": 0.3608,
|
|
"eval_mar_100_Gloves": 0.2728,
|
|
"eval_mar_100_Goggles": 0.2738,
|
|
"eval_mar_100_Mask": 0.2844,
|
|
"eval_mar_large": 0.6732,
|
|
"eval_mar_medium": 0.32,
|
|
"eval_mar_small": 0.1293,
|
|
"eval_runtime": 21.476,
|
|
"eval_samples_per_second": 6.985,
|
|
"eval_steps_per_second": 0.885,
|
|
"step": 749
|
|
}
|
|
],
|
|
"logging_steps": 500,
|
|
"max_steps": 10700,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 100,
|
|
"save_steps": 500,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": true,
|
|
"should_training_stop": false
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 1.06894502620416e+18,
|
|
"train_batch_size": 8,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|