File size: 2,732 Bytes
5ec4a27 |
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 90 91 92 93 94 95 96 97 98 99 100 101 102 103 |
{
"best_metric": 0.824853228962818,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-49/checkpoint-192",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 384,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.0952401161193848,
"learning_rate": 0.000329696350517435,
"loss": 0.5506,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7788649706457925,
"eval_f1": 0.8055077452667815,
"eval_loss": 0.46728333830833435,
"eval_precision": 0.7188940092165899,
"eval_recall": 0.9158512720156555,
"eval_runtime": 28.1443,
"eval_samples_per_second": 36.313,
"eval_steps_per_second": 1.137,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 5.149355888366699,
"learning_rate": 0.0002884843067027556,
"loss": 0.4507,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.824853228962818,
"eval_f1": 0.8328664799253034,
"eval_loss": 0.411376416683197,
"eval_precision": 0.7964285714285714,
"eval_recall": 0.87279843444227,
"eval_runtime": 28.7591,
"eval_samples_per_second": 35.537,
"eval_steps_per_second": 1.113,
"step": 192
},
{
"epoch": 3.0,
"grad_norm": 4.500710487365723,
"learning_rate": 0.0002472722628880762,
"loss": 0.4184,
"step": 288
},
{
"epoch": 3.0,
"eval_accuracy": 0.8189823874755382,
"eval_f1": 0.8313582497721058,
"eval_loss": 0.43684908747673035,
"eval_precision": 0.7781569965870307,
"eval_recall": 0.8923679060665362,
"eval_runtime": 28.8386,
"eval_samples_per_second": 35.439,
"eval_steps_per_second": 1.11,
"step": 288
},
{
"epoch": 4.0,
"grad_norm": 4.119166374206543,
"learning_rate": 0.00020606021907339686,
"loss": 0.4097,
"step": 384
},
{
"epoch": 4.0,
"eval_accuracy": 0.8189823874755382,
"eval_f1": 0.8177339901477833,
"eval_loss": 0.4454614818096161,
"eval_precision": 0.8234126984126984,
"eval_recall": 0.812133072407045,
"eval_runtime": 28.4183,
"eval_samples_per_second": 35.963,
"eval_steps_per_second": 1.126,
"step": 384
}
],
"logging_steps": 500,
"max_steps": 864,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 942780789120.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.8860751863253173,
"learning_rate": 0.00037090839433211436,
"num_train_epochs": 9,
"temperature": 11
}
}
|