xlnet-large_spell_5k_3_p3 / trainer_state.json
stuartmesham's picture
Upload with huggingface_hub
c8a35e3
{
"best_metric": 0.9399143550352754,
"best_model_checkpoint": "model_saves/xlnet-large_spell_5k_3_p3/checkpoint-268",
"epoch": 4.0,
"global_step": 1072,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.9399143550352754,
"eval_loss": 0.4382997751235962,
"eval_runtime": 4.7784,
"eval_samples_per_second": 917.037,
"eval_steps_per_second": 7.325,
"step": 268
},
{
"epoch": 2.0,
"eval_accuracy": 0.9397801853777434,
"eval_loss": 0.4542422294616699,
"eval_runtime": 4.7485,
"eval_samples_per_second": 922.816,
"eval_steps_per_second": 7.371,
"step": 536
},
{
"epoch": 3.0,
"eval_accuracy": 0.9386732857031049,
"eval_loss": 0.48965439200401306,
"eval_runtime": 4.746,
"eval_samples_per_second": 923.313,
"eval_steps_per_second": 7.375,
"step": 804
},
{
"epoch": 3.73,
"learning_rate": 1e-05,
"loss": 0.2986,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9388521785798142,
"eval_loss": 0.5420284271240234,
"eval_runtime": 4.7408,
"eval_samples_per_second": 924.321,
"eval_steps_per_second": 7.383,
"step": 1072
},
{
"epoch": 4.0,
"step": 1072,
"total_flos": 1.6970958350843904e+16,
"train_loss": 0.2934352132811475,
"train_runtime": 450.9419,
"train_samples_per_second": 1141.078,
"train_steps_per_second": 8.915
}
],
"max_steps": 4020,
"num_train_epochs": 15,
"total_flos": 1.6970958350843904e+16,
"trial_name": null,
"trial_params": null
}