|
{ |
|
"best_metric": 0.9310344827586207, |
|
"best_model_checkpoint": "resnet-50/checkpoint-7", |
|
"epoch": 9.655172413793103, |
|
"eval_steps": 500, |
|
"global_step": 70, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9655172413793104, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6921818852424622, |
|
"eval_runtime": 0.1674, |
|
"eval_samples_per_second": 173.228, |
|
"eval_steps_per_second": 47.787, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.3793103448275863, |
|
"grad_norm": 2.6714026927948, |
|
"learning_rate": 4.761904761904762e-06, |
|
"loss": 0.6927, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.9310344827586206, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6895474791526794, |
|
"eval_runtime": 0.1422, |
|
"eval_samples_per_second": 203.982, |
|
"eval_steps_per_second": 56.271, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.7586206896551726, |
|
"grad_norm": 1.4340662956237793, |
|
"learning_rate": 3.968253968253968e-06, |
|
"loss": 0.6916, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.896551724137931, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6877713203430176, |
|
"eval_runtime": 0.1339, |
|
"eval_samples_per_second": 216.634, |
|
"eval_steps_per_second": 59.761, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6853156089782715, |
|
"eval_runtime": 0.15, |
|
"eval_samples_per_second": 193.285, |
|
"eval_steps_per_second": 53.32, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 4.137931034482759, |
|
"grad_norm": 0.846211314201355, |
|
"learning_rate": 3.1746031746031746e-06, |
|
"loss": 0.6899, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 4.9655172413793105, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6838722825050354, |
|
"eval_runtime": 0.1539, |
|
"eval_samples_per_second": 188.443, |
|
"eval_steps_per_second": 51.984, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 5.517241379310345, |
|
"grad_norm": 0.7562207579612732, |
|
"learning_rate": 2.380952380952381e-06, |
|
"loss": 0.6878, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 5.931034482758621, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6810795068740845, |
|
"eval_runtime": 0.1817, |
|
"eval_samples_per_second": 159.574, |
|
"eval_steps_per_second": 44.02, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 6.896551724137931, |
|
"grad_norm": 1.3402385711669922, |
|
"learning_rate": 1.5873015873015873e-06, |
|
"loss": 0.6868, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.896551724137931, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6826210618019104, |
|
"eval_runtime": 0.1474, |
|
"eval_samples_per_second": 196.8, |
|
"eval_steps_per_second": 54.29, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6804185509681702, |
|
"eval_runtime": 0.1782, |
|
"eval_samples_per_second": 162.726, |
|
"eval_steps_per_second": 44.89, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 8.275862068965518, |
|
"grad_norm": 1.5807445049285889, |
|
"learning_rate": 7.936507936507937e-07, |
|
"loss": 0.6864, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 8.96551724137931, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6801003217697144, |
|
"eval_runtime": 0.1994, |
|
"eval_samples_per_second": 145.402, |
|
"eval_steps_per_second": 40.111, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 9.655172413793103, |
|
"grad_norm": 0.9159764051437378, |
|
"learning_rate": 0.0, |
|
"loss": 0.686, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 9.655172413793103, |
|
"eval_accuracy": 0.9310344827586207, |
|
"eval_loss": 0.6800179481506348, |
|
"eval_runtime": 0.1551, |
|
"eval_samples_per_second": 186.997, |
|
"eval_steps_per_second": 51.585, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 9.655172413793103, |
|
"step": 70, |
|
"total_flos": 2.321029594662912e+16, |
|
"train_loss": 0.6887211867741176, |
|
"train_runtime": 19.8811, |
|
"train_samples_per_second": 56.838, |
|
"train_steps_per_second": 3.521 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 70, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.321029594662912e+16, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|