IndicBERT-hi-ml / trainer_state.json
kevinscaria's picture
Upload 11 files
17aa5f2
raw
history blame
1.69 kB
{
"best_metric": 0.6928467154502869,
"best_model_checkpoint": "./indicBERTClassifier/checkpoint-2000",
"epoch": 4.0,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.4444444444444447e-05,
"loss": 0.7427,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.6978471279144287,
"eval_runtime": 15.9862,
"eval_samples_per_second": 125.108,
"eval_steps_per_second": 31.277,
"step": 500
},
{
"epoch": 2.0,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.7037,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.701702892780304,
"eval_runtime": 20.3617,
"eval_samples_per_second": 98.224,
"eval_steps_per_second": 24.556,
"step": 1000
},
{
"epoch": 3.0,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.7023,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.698264479637146,
"eval_runtime": 16.271,
"eval_samples_per_second": 122.918,
"eval_steps_per_second": 30.73,
"step": 1500
},
{
"epoch": 4.0,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.6995,
"step": 2000
},
{
"epoch": 4.0,
"eval_loss": 0.6928467154502869,
"eval_runtime": 16.1542,
"eval_samples_per_second": 123.807,
"eval_steps_per_second": 30.952,
"step": 2000
}
],
"max_steps": 2500,
"num_train_epochs": 5,
"total_flos": 526222110720000.0,
"trial_name": null,
"trial_params": null
}