vit-base-beans-demo-v5 / trainer_state.json
kimjin0915's picture
kimjin0915
597c9bd verified
{
"best_metric": 0.015739038586616516,
"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": 2.5359997749328613,
"learning_rate": 0.00019230769230769233,
"loss": 0.8503,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 1.4746571779251099,
"learning_rate": 0.00018461538461538463,
"loss": 0.3911,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.8933113813400269,
"learning_rate": 0.00017692307692307693,
"loss": 0.186,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 2.3531646728515625,
"learning_rate": 0.00016923076923076923,
"loss": 0.2609,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 1.3685688972473145,
"learning_rate": 0.00016153846153846155,
"loss": 0.232,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 2.576456308364868,
"learning_rate": 0.00015384615384615385,
"loss": 0.2322,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.290677011013031,
"learning_rate": 0.00014615384615384615,
"loss": 0.1064,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.16482844948768616,
"learning_rate": 0.00013846153846153847,
"loss": 0.1093,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.14385782182216644,
"learning_rate": 0.00013076923076923077,
"loss": 0.0446,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.9377692937850952,
"learning_rate": 0.0001230769230769231,
"loss": 0.0882,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 1.0,
"eval_loss": 0.027352238073945045,
"eval_runtime": 1.2576,
"eval_samples_per_second": 105.754,
"eval_steps_per_second": 13.517,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 5.423970699310303,
"learning_rate": 0.00011538461538461538,
"loss": 0.067,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 1.1301406621932983,
"learning_rate": 0.0001076923076923077,
"loss": 0.0682,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.1091245785355568,
"learning_rate": 0.0001,
"loss": 0.0753,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.11247336864471436,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0614,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.10028024762868881,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0745,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.11689649522304535,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0373,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.11571074277162552,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0173,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 9.7699556350708,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0455,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.08453625440597534,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0382,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.06617113202810287,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0571,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 1.0,
"eval_loss": 0.015739038586616516,
"eval_runtime": 1.6025,
"eval_samples_per_second": 82.995,
"eval_steps_per_second": 10.608,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.06209515035152435,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0124,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.06629051268100739,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0125,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.0690915584564209,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0118,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.06425461918115616,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0118,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.0597422830760479,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0113,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.0604059100151062,
"learning_rate": 0.0,
"loss": 0.0115,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.11976414064948375,
"train_runtime": 91.4122,
"train_samples_per_second": 45.246,
"train_steps_per_second": 2.844
}
],
"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
}