protgpt2-finetuned-sarscov2-rbd / trainer_state.json
rahuldhodapkar's picture
initial commit
edb7a65
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"global_step": 6729,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.22,
"learning_rate": 9.25694754049636e-06,
"loss": 2.6361,
"step": 500
},
{
"epoch": 0.45,
"learning_rate": 8.513895080992719e-06,
"loss": 1.8094,
"step": 1000
},
{
"epoch": 0.67,
"learning_rate": 7.770842621489078e-06,
"loss": 1.1517,
"step": 1500
},
{
"epoch": 0.89,
"learning_rate": 7.027790161985437e-06,
"loss": 0.6839,
"step": 2000
},
{
"epoch": 1.11,
"learning_rate": 6.284737702481796e-06,
"loss": 0.4235,
"step": 2500
},
{
"epoch": 1.34,
"learning_rate": 5.541685242978154e-06,
"loss": 0.3156,
"step": 3000
},
{
"epoch": 1.56,
"learning_rate": 4.798632783474514e-06,
"loss": 0.2609,
"step": 3500
},
{
"epoch": 1.78,
"learning_rate": 4.055580323970872e-06,
"loss": 0.2301,
"step": 4000
},
{
"epoch": 2.01,
"learning_rate": 3.3125278644672313e-06,
"loss": 0.2043,
"step": 4500
},
{
"epoch": 2.23,
"learning_rate": 2.5694754049635905e-06,
"loss": 0.1912,
"step": 5000
},
{
"epoch": 2.45,
"learning_rate": 1.8264229454599496e-06,
"loss": 0.1811,
"step": 5500
},
{
"epoch": 2.67,
"learning_rate": 1.0833704859563087e-06,
"loss": 0.1756,
"step": 6000
},
{
"epoch": 2.9,
"learning_rate": 3.403180264526676e-07,
"loss": 0.1709,
"step": 6500
},
{
"epoch": 3.0,
"step": 6729,
"total_flos": 1.171282836455424e+17,
"train_loss": 0.6325470058006347,
"train_runtime": 19128.0107,
"train_samples_per_second": 5.628,
"train_steps_per_second": 0.352
}
],
"max_steps": 6729,
"num_train_epochs": 3,
"total_flos": 1.171282836455424e+17,
"trial_name": null,
"trial_params": null
}