QSolver_Encoder_V3 / fold_5 /checkpoint-252 /trainer_state.json
dahaludba's picture
Upload folder using huggingface_hub
9c53378 verified
Raw
History Blame Contribute Delete
2.47 kB
{
"best_global_step": 252,
"best_metric": 0.8203551912568304,
"best_model_checkpoint": "/kaggle/working/QSolver_Checkpoints/deberta_v3_fold_5/checkpoint-252",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 252,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.35860655737704916,
"eval_f1": 0.35187976874251387,
"eval_loss": 1.5391836166381836,
"eval_map@3": 0.5204918032786892,
"eval_precision": 0.35208330032054086,
"eval_recall": 0.3570217504194032,
"eval_runtime": 49.0588,
"eval_samples_per_second": 9.947,
"eval_steps_per_second": 2.487,
"step": 63
},
{
"epoch": 2.0,
"eval_accuracy": 0.6147540983606558,
"eval_f1": 0.6095427859427911,
"eval_loss": 1.1543872356414795,
"eval_map@3": 0.7445355191256832,
"eval_precision": 0.6177712452038056,
"eval_recall": 0.6187645268068624,
"eval_runtime": 49.3121,
"eval_samples_per_second": 9.896,
"eval_steps_per_second": 2.474,
"step": 126
},
{
"epoch": 3.0,
"eval_accuracy": 0.6823770491803278,
"eval_f1": 0.6802950527005358,
"eval_loss": 0.8730300068855286,
"eval_map@3": 0.7790300546448086,
"eval_precision": 0.6830686253946017,
"eval_recall": 0.682707637240001,
"eval_runtime": 48.5742,
"eval_samples_per_second": 10.046,
"eval_steps_per_second": 2.512,
"step": 189
},
{
"epoch": 4.0,
"eval_accuracy": 0.735655737704918,
"eval_f1": 0.731410160578284,
"eval_loss": 0.8054224252700806,
"eval_map@3": 0.8203551912568304,
"eval_precision": 0.7381560639386622,
"eval_recall": 0.7329055565357675,
"eval_runtime": 48.7299,
"eval_samples_per_second": 10.014,
"eval_steps_per_second": 2.504,
"step": 252
}
],
"logging_steps": 500,
"max_steps": 252,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 6104353032653400.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}