File size: 3,164 Bytes
f52379d |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 |
{
"best_metric": 0.8062015503875969,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-8g9rtuui/checkpoint-75",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 75,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4,
"grad_norm": 0.947352409362793,
"learning_rate": 6.387467631914562e-05,
"loss": 0.5429,
"step": 10
},
{
"epoch": 0.8,
"grad_norm": 1.6765072345733643,
"learning_rate": 5.83203566392199e-05,
"loss": 0.4161,
"step": 20
},
{
"epoch": 1.0,
"eval_accuracy": 0.8775,
"eval_f1": 0.7983539094650206,
"eval_loss": 0.3228859305381775,
"eval_precision": 0.8083333333333333,
"eval_recall": 0.7886178861788617,
"eval_runtime": 1.5306,
"eval_samples_per_second": 261.327,
"eval_steps_per_second": 16.333,
"step": 25
},
{
"epoch": 1.2,
"grad_norm": 5.193092346191406,
"learning_rate": 5.27660369592942e-05,
"loss": 0.2874,
"step": 30
},
{
"epoch": 1.6,
"grad_norm": 4.044554710388184,
"learning_rate": 4.72117172793685e-05,
"loss": 0.2978,
"step": 40
},
{
"epoch": 2.0,
"grad_norm": 5.186301231384277,
"learning_rate": 4.165739759944279e-05,
"loss": 0.2679,
"step": 50
},
{
"epoch": 2.0,
"eval_accuracy": 0.87,
"eval_f1": 0.7851239669421488,
"eval_loss": 0.3004050850868225,
"eval_precision": 0.7983193277310925,
"eval_recall": 0.7723577235772358,
"eval_runtime": 1.5237,
"eval_samples_per_second": 262.521,
"eval_steps_per_second": 16.408,
"step": 50
},
{
"epoch": 2.4,
"grad_norm": 3.6902565956115723,
"learning_rate": 3.610307791951709e-05,
"loss": 0.1463,
"step": 60
},
{
"epoch": 2.8,
"grad_norm": 5.377773284912109,
"learning_rate": 3.054875823959138e-05,
"loss": 0.2031,
"step": 70
},
{
"epoch": 3.0,
"eval_accuracy": 0.875,
"eval_f1": 0.8062015503875969,
"eval_loss": 0.3549833595752716,
"eval_precision": 0.7703703703703704,
"eval_recall": 0.8455284552845529,
"eval_runtime": 1.5104,
"eval_samples_per_second": 264.838,
"eval_steps_per_second": 16.552,
"step": 75
}
],
"logging_steps": 10,
"max_steps": 125,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 593189011181568.0,
"train_batch_size": 64,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 6.942899599907132e-05,
"metric": "eval/loss",
"num_train_epochs": 5,
"per_device_train_batch_size": 64,
"seed": 6
}
}
|