|
{ |
|
"best_metric": 0.015285464935004711, |
|
"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": 1.8352460861206055, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.7932, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 2.671342611312866, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.3441, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 2.3329362869262695, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.233, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 2.8852927684783936, |
|
"learning_rate": 0.00016923076923076923, |
|
"loss": 0.2218, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 0.31967252492904663, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.182, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 4.441674709320068, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.2335, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.6437997817993164, |
|
"learning_rate": 0.00014615384615384615, |
|
"loss": 0.1089, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.1999683678150177, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.1733, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.586209237575531, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0628, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 1.335889220237732, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0935, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.056021548807621, |
|
"eval_runtime": 1.3017, |
|
"eval_samples_per_second": 102.174, |
|
"eval_steps_per_second": 13.06, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 3.6746835708618164, |
|
"learning_rate": 0.00011538461538461538, |
|
"loss": 0.07, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 0.17705152928829193, |
|
"learning_rate": 0.0001076923076923077, |
|
"loss": 0.0994, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.6592533588409424, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0643, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.08297152072191238, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0399, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 0.10470888763666153, |
|
"learning_rate": 8.461538461538461e-05, |
|
"loss": 0.0482, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.15344949066638947, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.0458, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 0.10154535621404648, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0135, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 0.22166353464126587, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0416, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.35676950216293335, |
|
"learning_rate": 5.384615384615385e-05, |
|
"loss": 0.0168, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 0.057582877576351166, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.012, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.015285464935004711, |
|
"eval_runtime": 1.272, |
|
"eval_samples_per_second": 104.56, |
|
"eval_steps_per_second": 13.365, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 0.05789865553379059, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.0132, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 0.053986236453056335, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0109, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 0.05768540874123573, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0105, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.05456564202904701, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0102, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.05737489089369774, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0102, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.053701262921094894, |
|
"learning_rate": 0.0, |
|
"loss": 0.0103, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 260, |
|
"total_flos": 3.205097416476426e+17, |
|
"train_loss": 0.11395030921468367, |
|
"train_runtime": 86.7335, |
|
"train_samples_per_second": 47.686, |
|
"train_steps_per_second": 2.998 |
|
} |
|
], |
|
"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 |
|
} |
|
|