File size: 1,714 Bytes
4fc959c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 |
{
"best_metric": 0.8747714808043876,
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-27\\checkpoint-2874",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 2874,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 2.987812746965635e-05,
"loss": 0.4822,
"step": 958
},
{
"epoch": 1.0,
"eval_accuracy": 0.8628884826325411,
"eval_loss": 0.47384002804756165,
"eval_runtime": 10.814,
"eval_samples_per_second": 202.33,
"eval_steps_per_second": 1.665,
"step": 958
},
{
"epoch": 2.0,
"learning_rate": 1.4939063734828174e-05,
"loss": 0.4605,
"step": 1916
},
{
"epoch": 2.0,
"eval_accuracy": 0.873400365630713,
"eval_loss": 0.471261590719223,
"eval_runtime": 10.7994,
"eval_samples_per_second": 202.604,
"eval_steps_per_second": 1.667,
"step": 1916
},
{
"epoch": 3.0,
"learning_rate": 0.0,
"loss": 0.4536,
"step": 2874
},
{
"epoch": 3.0,
"eval_accuracy": 0.8747714808043876,
"eval_loss": 0.4703117609024048,
"eval_runtime": 10.6751,
"eval_samples_per_second": 204.963,
"eval_steps_per_second": 1.686,
"step": 2874
}
],
"logging_steps": 500,
"max_steps": 2874,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 2950888285536.0,
"trial_name": null,
"trial_params": {
"learning_rate": 4.4817191204484525e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 8,
"seed": 32
}
}
|