vit-base-beans-demo-v5 / trainer_state.json
2357095A's picture
jona
e950fc4 verified
raw
history blame contribute delete
No virus
6 kB
{
"best_metric": 0.06634166091680527,
"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": 1.5509302616119385,
"learning_rate": 0.00019230769230769233,
"loss": 0.7749,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 3.293163299560547,
"learning_rate": 0.00018461538461538463,
"loss": 0.2869,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.553378701210022,
"learning_rate": 0.00017692307692307693,
"loss": 0.2031,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 1.476561427116394,
"learning_rate": 0.00016923076923076923,
"loss": 0.2127,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 1.6264675855636597,
"learning_rate": 0.00016153846153846155,
"loss": 0.1767,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 3.1017961502075195,
"learning_rate": 0.00015384615384615385,
"loss": 0.2664,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.2297724187374115,
"learning_rate": 0.00014615384615384615,
"loss": 0.095,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.13144992291927338,
"learning_rate": 0.00013846153846153847,
"loss": 0.1187,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.14720702171325684,
"learning_rate": 0.00013076923076923077,
"loss": 0.0459,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 2.3203179836273193,
"learning_rate": 0.0001230769230769231,
"loss": 0.0997,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.08642897754907608,
"eval_runtime": 1.3472,
"eval_samples_per_second": 98.724,
"eval_steps_per_second": 12.619,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.8982298374176025,
"learning_rate": 0.00011538461538461538,
"loss": 0.1221,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 1.9391183853149414,
"learning_rate": 0.0001076923076923077,
"loss": 0.1486,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.1778109073638916,
"learning_rate": 0.0001,
"loss": 0.0905,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.08789520710706711,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0415,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.12370666861534119,
"learning_rate": 8.461538461538461e-05,
"loss": 0.054,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.4401356875896454,
"learning_rate": 7.692307692307693e-05,
"loss": 0.033,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.0808761939406395,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0299,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 10.307175636291504,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0259,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 1.5089224576950073,
"learning_rate": 5.384615384615385e-05,
"loss": 0.069,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.06397894024848938,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0125,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.06634166091680527,
"eval_runtime": 1.2786,
"eval_samples_per_second": 104.016,
"eval_steps_per_second": 13.295,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.06174139305949211,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0122,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.0587957464158535,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0123,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06546800583600998,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0111,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.0588623583316803,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0112,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.05679621547460556,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0109,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.05850306525826454,
"learning_rate": 0.0,
"loss": 0.0358,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.11540300791653303,
"train_runtime": 92.7413,
"train_samples_per_second": 44.597,
"train_steps_per_second": 2.803
}
],
"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
}