bpdevai's picture
Training in progress, epoch 4, checkpoint
ceda411 verified
raw
history blame
8.2 kB
{
"best_metric": 0.0149,
"best_model_checkpoint": "test_detr_finetuned_cppe5/checkpoint-428",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 428,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"step": 107,
"train_loss": 3.0001344680786133,
"train_map": 0.0047,
"train_map_50": 0.0176,
"train_map_75": 0.0014,
"train_map_Coverall": 0.0232,
"train_map_Face_Shield": 0.0,
"train_map_Gloves": 0.0001,
"train_map_Goggles": 0.0,
"train_map_Mask": 0.0004,
"train_map_large": 0.0049,
"train_map_medium": 0.0002,
"train_map_small": 0.0016,
"train_mar_1": 0.0108,
"train_mar_10": 0.0458,
"train_mar_100": 0.0837,
"train_mar_100_Coverall": 0.3473,
"train_mar_100_Face_Shield": 0.0,
"train_mar_100_Gloves": 0.0145,
"train_mar_100_Goggles": 0.0,
"train_mar_100_Mask": 0.0567,
"train_mar_large": 0.0731,
"train_mar_medium": 0.0246,
"train_mar_small": 0.0013,
"train_runtime": 83.8338,
"train_samples_per_second": 10.139,
"train_steps_per_second": 1.276
},
{
"epoch": 1.0,
"eval_loss": 3.0698611736297607,
"eval_map": 0.0038,
"eval_map_50": 0.0126,
"eval_map_75": 0.0008,
"eval_map_Coverall": 0.0183,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0002,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0004,
"eval_map_large": 0.0044,
"eval_map_medium": 0.0002,
"eval_map_small": 0.0022,
"eval_mar_1": 0.0063,
"eval_mar_10": 0.0308,
"eval_mar_100": 0.0561,
"eval_mar_100_Coverall": 0.2185,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.0156,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.0462,
"eval_mar_large": 0.05,
"eval_mar_medium": 0.0266,
"eval_mar_small": 0.0022,
"eval_runtime": 43.5223,
"eval_samples_per_second": 3.447,
"eval_steps_per_second": 0.437,
"step": 107
},
{
"epoch": 2.0,
"step": 214,
"train_loss": 2.964989423751831,
"train_map": 0.0073,
"train_map_50": 0.0272,
"train_map_75": 0.0018,
"train_map_Coverall": 0.0358,
"train_map_Face_Shield": 0.0,
"train_map_Gloves": 0.0002,
"train_map_Goggles": 0.0,
"train_map_Mask": 0.0005,
"train_map_large": 0.0075,
"train_map_medium": 0.0002,
"train_map_small": 0.0018,
"train_mar_1": 0.0107,
"train_mar_10": 0.045,
"train_mar_100": 0.0775,
"train_mar_100_Coverall": 0.2974,
"train_mar_100_Face_Shield": 0.0,
"train_mar_100_Gloves": 0.0302,
"train_mar_100_Goggles": 0.0,
"train_mar_100_Mask": 0.06,
"train_mar_large": 0.0627,
"train_mar_medium": 0.0311,
"train_mar_small": 0.0012,
"train_runtime": 86.7545,
"train_samples_per_second": 9.798,
"train_steps_per_second": 1.233
},
{
"epoch": 2.0,
"eval_loss": 3.0518693923950195,
"eval_map": 0.0042,
"eval_map_50": 0.0172,
"eval_map_75": 0.0009,
"eval_map_Coverall": 0.0203,
"eval_map_Face_Shield": 0.0,
"eval_map_Gloves": 0.0003,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0004,
"eval_map_large": 0.0046,
"eval_map_medium": 0.0003,
"eval_map_small": 0.0005,
"eval_mar_1": 0.0064,
"eval_mar_10": 0.0308,
"eval_mar_100": 0.0561,
"eval_mar_100_Coverall": 0.2045,
"eval_mar_100_Face_Shield": 0.0,
"eval_mar_100_Gloves": 0.0339,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.0422,
"eval_mar_large": 0.0468,
"eval_mar_medium": 0.0333,
"eval_mar_small": 0.0004,
"eval_runtime": 41.1994,
"eval_samples_per_second": 3.641,
"eval_steps_per_second": 0.461,
"step": 214
},
{
"epoch": 3.0,
"step": 321,
"train_loss": 2.9912493228912354,
"train_map": 0.0034,
"train_map_50": 0.0129,
"train_map_75": 0.0014,
"train_map_Coverall": 0.0166,
"train_map_Face_Shield": 0.0003,
"train_map_Gloves": 0.0,
"train_map_Goggles": 0.0,
"train_map_Mask": 0.0003,
"train_map_large": 0.0039,
"train_map_medium": 0.0001,
"train_map_small": 0.0028,
"train_mar_1": 0.0112,
"train_mar_10": 0.0458,
"train_mar_100": 0.0675,
"train_mar_100_Coverall": 0.2772,
"train_mar_100_Face_Shield": 0.004,
"train_mar_100_Gloves": 0.014,
"train_mar_100_Goggles": 0.0,
"train_mar_100_Mask": 0.0425,
"train_mar_large": 0.0589,
"train_mar_medium": 0.02,
"train_mar_small": 0.0021,
"train_runtime": 80.1813,
"train_samples_per_second": 10.601,
"train_steps_per_second": 1.334
},
{
"epoch": 3.0,
"eval_loss": 3.0276060104370117,
"eval_map": 0.0029,
"eval_map_50": 0.0113,
"eval_map_75": 0.0007,
"eval_map_Coverall": 0.0137,
"eval_map_Face_Shield": 0.0003,
"eval_map_Gloves": 0.0,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0003,
"eval_map_large": 0.0031,
"eval_map_medium": 0.0002,
"eval_map_small": 0.001,
"eval_mar_1": 0.0057,
"eval_mar_10": 0.0326,
"eval_mar_100": 0.0506,
"eval_mar_100_Coverall": 0.2108,
"eval_mar_100_Face_Shield": 0.0063,
"eval_mar_100_Gloves": 0.0058,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.0302,
"eval_mar_large": 0.0482,
"eval_mar_medium": 0.0184,
"eval_mar_small": 0.0009,
"eval_runtime": 49.8337,
"eval_samples_per_second": 3.01,
"eval_steps_per_second": 0.381,
"step": 321
},
{
"epoch": 4.0,
"step": 428,
"train_loss": 2.774980068206787,
"train_map": 0.0215,
"train_map_50": 0.0526,
"train_map_75": 0.0145,
"train_map_Coverall": 0.1068,
"train_map_Face_Shield": 0.0003,
"train_map_Gloves": 0.0001,
"train_map_Goggles": 0.0,
"train_map_Mask": 0.0003,
"train_map_large": 0.0226,
"train_map_medium": 0.0001,
"train_map_small": 0.0025,
"train_mar_1": 0.0295,
"train_mar_10": 0.08,
"train_mar_100": 0.106,
"train_mar_100_Coverall": 0.431,
"train_mar_100_Face_Shield": 0.0397,
"train_mar_100_Gloves": 0.0193,
"train_mar_100_Goggles": 0.0,
"train_mar_100_Mask": 0.0401,
"train_mar_large": 0.1015,
"train_mar_medium": 0.0255,
"train_mar_small": 0.005,
"train_runtime": 75.8168,
"train_samples_per_second": 11.211,
"train_steps_per_second": 1.411
},
{
"epoch": 4.0,
"eval_loss": 2.858452558517456,
"eval_map": 0.0149,
"eval_map_50": 0.0389,
"eval_map_75": 0.0106,
"eval_map_Coverall": 0.0739,
"eval_map_Face_Shield": 0.0001,
"eval_map_Gloves": 0.0,
"eval_map_Goggles": 0.0,
"eval_map_Mask": 0.0005,
"eval_map_large": 0.0169,
"eval_map_medium": 0.0001,
"eval_map_small": 0.003,
"eval_mar_1": 0.018,
"eval_mar_10": 0.051,
"eval_mar_100": 0.0751,
"eval_mar_100_Coverall": 0.3243,
"eval_mar_100_Face_Shield": 0.0063,
"eval_mar_100_Gloves": 0.0098,
"eval_mar_100_Goggles": 0.0,
"eval_mar_100_Mask": 0.0351,
"eval_mar_large": 0.0756,
"eval_mar_medium": 0.0173,
"eval_mar_small": 0.0055,
"eval_runtime": 39.8886,
"eval_samples_per_second": 3.76,
"eval_steps_per_second": 0.476,
"step": 428
}
],
"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": 6.1082572925952e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}