vit-base-beans-demo-v5 / trainer_state.json
im0310's picture
im0310
d34293f verified
{
"best_metric": 0.017766451463103294,
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200",
"epoch": 4.0,
"eval_steps": 100,
"global_step": 260,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15384615384615385,
"grad_norm": 1.3522934913635254,
"learning_rate": 0.00019230769230769233,
"loss": 0.814,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 2.36785626411438,
"learning_rate": 0.00018461538461538463,
"loss": 0.3194,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 4.237119674682617,
"learning_rate": 0.00017692307692307693,
"loss": 0.1783,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 4.840004920959473,
"learning_rate": 0.00016923076923076923,
"loss": 0.2629,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 1.2583777904510498,
"learning_rate": 0.00016153846153846155,
"loss": 0.1713,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.5396872758865356,
"learning_rate": 0.00015384615384615385,
"loss": 0.1939,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.18865658342838287,
"learning_rate": 0.00014615384615384615,
"loss": 0.1209,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.13615776598453522,
"learning_rate": 0.00013846153846153847,
"loss": 0.0805,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.45550161600112915,
"learning_rate": 0.00013076923076923077,
"loss": 0.0422,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 1.866137146949768,
"learning_rate": 0.0001230769230769231,
"loss": 0.0579,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9849624060150376,
"eval_loss": 0.07001008838415146,
"eval_runtime": 1.3069,
"eval_samples_per_second": 101.769,
"eval_steps_per_second": 13.008,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 4.601094722747803,
"learning_rate": 0.00011538461538461538,
"loss": 0.083,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 1.130135178565979,
"learning_rate": 0.0001076923076923077,
"loss": 0.0908,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.23216693103313446,
"learning_rate": 0.0001,
"loss": 0.0389,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.08382444083690643,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0734,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.10274858772754669,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0211,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.08484388142824173,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0397,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.18333227932453156,
"learning_rate": 6.923076923076924e-05,
"loss": 0.038,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.24379558861255646,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0225,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.0616174153983593,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0184,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.10686278343200684,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0127,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9924812030075187,
"eval_loss": 0.017766451463103294,
"eval_runtime": 1.3269,
"eval_samples_per_second": 100.234,
"eval_steps_per_second": 12.812,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.05822121724486351,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0118,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.062005508691072464,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0114,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.05990101769566536,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0106,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.05515222251415253,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0102,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.055066052824258804,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0103,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.05300331488251686,
"learning_rate": 0.0,
"loss": 0.0104,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.1055532849751986,
"train_runtime": 91.061,
"train_samples_per_second": 45.42,
"train_steps_per_second": 2.855
}
],
"logging_steps": 10,
"max_steps": 260,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3.205097416476426e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}