gpt2-larger-luther / trainer_state.json
Jonas Widmer
initial commit
4c654dd
{
"best_metric": 3.5847387313842773,
"best_model_checkpoint": "./models/22_12_13_luther_blocks_larger_fp16_20ep/checkpoint-400",
"epoch": 19.984126984126984,
"global_step": 620,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.6,
"eval_accuracy": 0.21560707501060514,
"eval_loss": 4.621785640716553,
"eval_runtime": 1.1004,
"eval_samples_per_second": 48.163,
"eval_steps_per_second": 6.361,
"step": 50
},
{
"epoch": 3.22,
"learning_rate": 4.2338709677419356e-05,
"loss": 8.1175,
"step": 100
},
{
"epoch": 3.22,
"eval_accuracy": 0.263284088603626,
"eval_loss": 4.0403876304626465,
"eval_runtime": 1.1008,
"eval_samples_per_second": 48.145,
"eval_steps_per_second": 6.359,
"step": 100
},
{
"epoch": 4.83,
"eval_accuracy": 0.28707648610265774,
"eval_loss": 3.8119544982910156,
"eval_runtime": 1.1015,
"eval_samples_per_second": 48.117,
"eval_steps_per_second": 6.355,
"step": 150
},
{
"epoch": 6.44,
"learning_rate": 3.427419354838709e-05,
"loss": 3.734,
"step": 200
},
{
"epoch": 6.44,
"eval_accuracy": 0.299655102454859,
"eval_loss": 3.7062137126922607,
"eval_runtime": 1.1015,
"eval_samples_per_second": 48.116,
"eval_steps_per_second": 6.355,
"step": 200
},
{
"epoch": 8.06,
"eval_accuracy": 0.3081576569099393,
"eval_loss": 3.638169765472412,
"eval_runtime": 1.1008,
"eval_samples_per_second": 48.148,
"eval_steps_per_second": 6.359,
"step": 250
},
{
"epoch": 9.67,
"learning_rate": 2.620967741935484e-05,
"loss": 3.3639,
"step": 300
},
{
"epoch": 9.67,
"eval_accuracy": 0.3127685866578137,
"eval_loss": 3.610761880874634,
"eval_runtime": 1.1014,
"eval_samples_per_second": 48.121,
"eval_steps_per_second": 6.356,
"step": 300
},
{
"epoch": 11.29,
"eval_accuracy": 0.31479739574687843,
"eval_loss": 3.6012349128723145,
"eval_runtime": 1.1022,
"eval_samples_per_second": 48.084,
"eval_steps_per_second": 6.351,
"step": 350
},
{
"epoch": 12.89,
"learning_rate": 1.8145161290322583e-05,
"loss": 3.1363,
"step": 400
},
{
"epoch": 12.89,
"eval_accuracy": 0.31680776111695164,
"eval_loss": 3.5847387313842773,
"eval_runtime": 1.1008,
"eval_samples_per_second": 48.147,
"eval_steps_per_second": 6.359,
"step": 400
},
{
"epoch": 14.51,
"eval_accuracy": 0.31802504657039044,
"eval_loss": 3.5913662910461426,
"eval_runtime": 1.0976,
"eval_samples_per_second": 48.286,
"eval_steps_per_second": 6.377,
"step": 450
},
{
"epoch": 16.13,
"learning_rate": 1.0080645161290323e-05,
"loss": 2.9884,
"step": 500
},
{
"epoch": 16.13,
"eval_accuracy": 0.317711503347535,
"eval_loss": 3.5954136848449707,
"eval_runtime": 1.0979,
"eval_samples_per_second": 48.272,
"eval_steps_per_second": 6.376,
"step": 500
},
{
"epoch": 17.73,
"eval_accuracy": 0.317563953595603,
"eval_loss": 3.600076675415039,
"eval_runtime": 1.1024,
"eval_samples_per_second": 48.075,
"eval_steps_per_second": 6.35,
"step": 550
},
{
"epoch": 19.35,
"learning_rate": 2.0161290322580646e-06,
"loss": 2.8748,
"step": 600
},
{
"epoch": 19.35,
"eval_accuracy": 0.31879968276803333,
"eval_loss": 3.604796886444092,
"eval_runtime": 1.1023,
"eval_samples_per_second": 48.08,
"eval_steps_per_second": 6.35,
"step": 600
},
{
"epoch": 19.98,
"step": 620,
"total_flos": 5223750303744000.0,
"train_loss": 3.996271416448778,
"train_runtime": 495.8533,
"train_samples_per_second": 20.167,
"train_steps_per_second": 1.25
}
],
"max_steps": 620,
"num_train_epochs": 20,
"total_flos": 5223750303744000.0,
"trial_name": null,
"trial_params": null
}