xuancoblab2023's picture
Training in progress, epoch 2
9573c4b verified
raw
history blame
1.69 kB
{
"best_metric": 0.8140900195694716,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-46/checkpoint-192",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 192,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.520153045654297,
"learning_rate": 0.0004551449993833034,
"loss": 0.4997,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7945205479452054,
"eval_f1": 0.814487632508834,
"eval_loss": 0.42794638872146606,
"eval_precision": 0.7423510466988728,
"eval_recall": 0.9021526418786693,
"eval_runtime": 31.7011,
"eval_samples_per_second": 32.239,
"eval_steps_per_second": 1.009,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 1.5412380695343018,
"learning_rate": 0.00034135874953747754,
"loss": 0.4292,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.8140900195694716,
"eval_f1": 0.822429906542056,
"eval_loss": 0.4104781448841095,
"eval_precision": 0.7871198568872988,
"eval_recall": 0.8610567514677103,
"eval_runtime": 31.9286,
"eval_samples_per_second": 32.009,
"eval_steps_per_second": 1.002,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 480,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.7902045822653171,
"learning_rate": 0.0005689312492291293,
"num_train_epochs": 5,
"temperature": 24
}
}