File size: 2,198 Bytes
28a3c92 |
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 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 |
{
"best_metric": 0.9615338526063512,
"best_model_checkpoint": "bert-base-uncased-finetuned-spam-real/run-2/checkpoint-1670",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 2505,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.6,
"grad_norm": 9.117546081542969,
"learning_rate": 1.8393158320232495e-06,
"loss": 0.4054,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.9505692031156381,
"eval_loss": 0.14854364097118378,
"eval_runtime": 597.8505,
"eval_samples_per_second": 27.917,
"eval_steps_per_second": 1.746,
"step": 835
},
{
"epoch": 1.2,
"grad_norm": 1.4320781230926514,
"learning_rate": 1.3806335796483742e-06,
"loss": 0.1311,
"step": 1000
},
{
"epoch": 1.8,
"grad_norm": 0.354846715927124,
"learning_rate": 9.219513272734991e-07,
"loss": 0.1227,
"step": 1500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9615338526063512,
"eval_loss": 0.14428438246250153,
"eval_runtime": 598.1778,
"eval_samples_per_second": 27.901,
"eval_steps_per_second": 1.745,
"step": 1670
},
{
"epoch": 2.4,
"grad_norm": 2.810948371887207,
"learning_rate": 4.6326907489862395e-07,
"loss": 0.1123,
"step": 2000
},
{
"epoch": 2.99,
"grad_norm": 0.04734252020716667,
"learning_rate": 4.586822523748751e-09,
"loss": 0.0837,
"step": 2500
},
{
"epoch": 3.0,
"eval_accuracy": 0.9608148591971241,
"eval_loss": 0.15702731907367706,
"eval_runtime": 598.8615,
"eval_samples_per_second": 27.87,
"eval_steps_per_second": 1.743,
"step": 2505
}
],
"logging_steps": 500,
"max_steps": 2505,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 4990682275848000.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": {
"learning_rate": 2.2979980843981246e-06,
"num_train_epochs": 3,
"per_device_train_batch_size": 8,
"seed": 24
}
}
|