DistilBERT-PD_Books / run-1 /checkpoint-40 /trainer_state.json
Gaxys's picture
Training in progress, epoch 1
22e4176
{
"best_metric": 1.0113459825515747,
"best_model_checkpoint": "DistilBERT-PD_Books/run-1/checkpoint-40",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 40,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6246851385390428,
"eval_loss": 1.0437079668045044,
"eval_macro-f1": 0.4250961051798347,
"eval_macro-precision": 0.4049519842647229,
"eval_macro-recall": 0.44806754834044743,
"eval_micro-f1": 0.6246851385390428,
"eval_micro-precision": 0.6246851385390428,
"eval_micro-recall": 0.6246851385390428,
"eval_runtime": 15.1824,
"eval_samples_per_second": 52.297,
"eval_steps_per_second": 3.293,
"step": 10
},
{
"epoch": 2.0,
"eval_accuracy": 0.6360201511335013,
"eval_loss": 1.0257869958877563,
"eval_macro-f1": 0.36366715571736496,
"eval_macro-precision": 0.48950953678474113,
"eval_macro-recall": 0.39682025983719355,
"eval_micro-f1": 0.6360201511335013,
"eval_micro-precision": 0.6360201511335013,
"eval_micro-recall": 0.6360201511335013,
"eval_runtime": 16.6991,
"eval_samples_per_second": 47.547,
"eval_steps_per_second": 2.994,
"step": 20
},
{
"epoch": 3.0,
"eval_accuracy": 0.5994962216624685,
"eval_loss": 1.0149487257003784,
"eval_macro-f1": 0.2880622522817352,
"eval_macro-precision": 0.47855121675155626,
"eval_macro-recall": 0.35411564387843164,
"eval_micro-f1": 0.5994962216624685,
"eval_micro-precision": 0.5994962216624685,
"eval_micro-recall": 0.5994962216624685,
"eval_runtime": 15.8836,
"eval_samples_per_second": 49.989,
"eval_steps_per_second": 3.148,
"step": 30
},
{
"epoch": 4.0,
"eval_accuracy": 0.593198992443325,
"eval_loss": 1.0113459825515747,
"eval_macro-f1": 0.2751023655305477,
"eval_macro-precision": 0.45848595848595847,
"eval_macro-recall": 0.3473952137709048,
"eval_micro-f1": 0.593198992443325,
"eval_micro-precision": 0.593198992443325,
"eval_micro-recall": 0.593198992443325,
"eval_runtime": 16.4725,
"eval_samples_per_second": 48.202,
"eval_steps_per_second": 3.035,
"step": 40
}
],
"logging_steps": 500,
"max_steps": 40,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 0,
"trial_name": null,
"trial_params": {
"learning_rate": 2.056719275757213e-06,
"num_train_epochs": 4,
"per_device_train_batch_size": 32,
"seed": 37
}
}