cat-emotion-classifier / trainer_state.json
semihdervis's picture
Upload 9 files
e327818 verified
raw
history blame
6.95 kB
{
"best_metric": 0.9043070673942566,
"best_model_checkpoint": "vit-base-cat-emotions\\checkpoint-200",
"epoch": 10.0,
"eval_steps": 100,
"global_step": 320,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.3125,
"grad_norm": 1.1178287267684937,
"learning_rate": 0.00019375000000000002,
"loss": 1.9108,
"step": 10
},
{
"epoch": 0.625,
"grad_norm": 2.2460951805114746,
"learning_rate": 0.0001875,
"loss": 1.815,
"step": 20
},
{
"epoch": 0.9375,
"grad_norm": 1.9426186084747314,
"learning_rate": 0.00018125000000000001,
"loss": 1.5822,
"step": 30
},
{
"epoch": 1.25,
"grad_norm": 2.800794839859009,
"learning_rate": 0.000175,
"loss": 1.3129,
"step": 40
},
{
"epoch": 1.5625,
"grad_norm": 3.274559497833252,
"learning_rate": 0.00016875,
"loss": 1.0768,
"step": 50
},
{
"epoch": 1.875,
"grad_norm": 2.4314801692962646,
"learning_rate": 0.00016250000000000002,
"loss": 0.9329,
"step": 60
},
{
"epoch": 2.1875,
"grad_norm": 1.755449891090393,
"learning_rate": 0.00015625,
"loss": 0.7257,
"step": 70
},
{
"epoch": 2.5,
"grad_norm": 2.522848129272461,
"learning_rate": 0.00015000000000000001,
"loss": 0.519,
"step": 80
},
{
"epoch": 2.8125,
"grad_norm": 1.7849164009094238,
"learning_rate": 0.00014375,
"loss": 0.4472,
"step": 90
},
{
"epoch": 3.125,
"grad_norm": 1.2824078798294067,
"learning_rate": 0.0001375,
"loss": 0.3361,
"step": 100
},
{
"epoch": 3.125,
"eval_accuracy": 0.6547619047619048,
"eval_loss": 1.0124708414077759,
"eval_runtime": 0.7491,
"eval_samples_per_second": 112.131,
"eval_steps_per_second": 14.684,
"step": 100
},
{
"epoch": 3.4375,
"grad_norm": 1.1555737257003784,
"learning_rate": 0.00013125000000000002,
"loss": 0.2081,
"step": 110
},
{
"epoch": 3.75,
"grad_norm": 0.7941139936447144,
"learning_rate": 0.000125,
"loss": 0.1453,
"step": 120
},
{
"epoch": 4.0625,
"grad_norm": 0.39761993288993835,
"learning_rate": 0.00011875,
"loss": 0.1842,
"step": 130
},
{
"epoch": 4.375,
"grad_norm": 0.4260774254798889,
"learning_rate": 0.00011250000000000001,
"loss": 0.0941,
"step": 140
},
{
"epoch": 4.6875,
"grad_norm": 0.2251412719488144,
"learning_rate": 0.00010625000000000001,
"loss": 0.0809,
"step": 150
},
{
"epoch": 5.0,
"grad_norm": 0.22556072473526,
"learning_rate": 0.0001,
"loss": 0.0827,
"step": 160
},
{
"epoch": 5.3125,
"grad_norm": 0.175390362739563,
"learning_rate": 9.375e-05,
"loss": 0.0643,
"step": 170
},
{
"epoch": 5.625,
"grad_norm": 0.18123513460159302,
"learning_rate": 8.75e-05,
"loss": 0.0652,
"step": 180
},
{
"epoch": 5.9375,
"grad_norm": 0.15588343143463135,
"learning_rate": 8.125000000000001e-05,
"loss": 0.0498,
"step": 190
},
{
"epoch": 6.25,
"grad_norm": 0.2110791653394699,
"learning_rate": 7.500000000000001e-05,
"loss": 0.0723,
"step": 200
},
{
"epoch": 6.25,
"eval_accuracy": 0.7380952380952381,
"eval_loss": 0.9043070673942566,
"eval_runtime": 0.7518,
"eval_samples_per_second": 111.725,
"eval_steps_per_second": 14.631,
"step": 200
},
{
"epoch": 6.5625,
"grad_norm": 0.1404016613960266,
"learning_rate": 6.875e-05,
"loss": 0.0442,
"step": 210
},
{
"epoch": 6.875,
"grad_norm": 0.13061176240444183,
"learning_rate": 6.25e-05,
"loss": 0.0529,
"step": 220
},
{
"epoch": 7.1875,
"grad_norm": 0.11943121254444122,
"learning_rate": 5.6250000000000005e-05,
"loss": 0.0381,
"step": 230
},
{
"epoch": 7.5,
"grad_norm": 0.11987230181694031,
"learning_rate": 5e-05,
"loss": 0.0422,
"step": 240
},
{
"epoch": 7.8125,
"grad_norm": 0.11512718349695206,
"learning_rate": 4.375e-05,
"loss": 0.0429,
"step": 250
},
{
"epoch": 8.125,
"grad_norm": 0.11094118654727936,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.034,
"step": 260
},
{
"epoch": 8.4375,
"grad_norm": 0.10723838955163956,
"learning_rate": 3.125e-05,
"loss": 0.0339,
"step": 270
},
{
"epoch": 8.75,
"grad_norm": 0.11790188401937485,
"learning_rate": 2.5e-05,
"loss": 0.0425,
"step": 280
},
{
"epoch": 9.0625,
"grad_norm": 0.09828304499387741,
"learning_rate": 1.8750000000000002e-05,
"loss": 0.0331,
"step": 290
},
{
"epoch": 9.375,
"grad_norm": 0.09926401823759079,
"learning_rate": 1.25e-05,
"loss": 0.0321,
"step": 300
},
{
"epoch": 9.375,
"eval_accuracy": 0.7142857142857143,
"eval_loss": 0.926792323589325,
"eval_runtime": 0.7517,
"eval_samples_per_second": 111.752,
"eval_steps_per_second": 14.634,
"step": 300
},
{
"epoch": 9.6875,
"grad_norm": 0.10707634687423706,
"learning_rate": 6.25e-06,
"loss": 0.0404,
"step": 310
},
{
"epoch": 10.0,
"grad_norm": 0.1315452754497528,
"learning_rate": 0.0,
"loss": 0.0319,
"step": 320
},
{
"epoch": 10.0,
"step": 320,
"total_flos": 3.8902722072367104e+17,
"train_loss": 0.3804276719689369,
"train_runtime": 80.487,
"train_samples_per_second": 62.37,
"train_steps_per_second": 3.976
}
],
"logging_steps": 10,
"max_steps": 320,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.8902722072367104e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}