File size: 2,479 Bytes
17a3779 |
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 |
{
"best_metric": 0.8678611516952515,
"best_model_checkpoint": "./xlm-roberta-base/fine_tuned_models_en/checkpoint-6215",
"epoch": 5.0,
"global_step": 6215,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.777936706597533e-05,
"loss": 0.5217,
"step": 1243
},
{
"epoch": 1.0,
"eval_accuracy": 0.828219473361969,
"eval_loss": 0.3914763927459717,
"eval_runtime": 20.0966,
"eval_samples_per_second": 222.177,
"eval_steps_per_second": 27.816,
"step": 1243
},
{
"epoch": 2.0,
"learning_rate": 1.3334525299481496e-05,
"loss": 0.3298,
"step": 2486
},
{
"epoch": 2.0,
"eval_accuracy": 0.8600224256515503,
"eval_loss": 0.3453393578529358,
"eval_runtime": 20.0863,
"eval_samples_per_second": 222.291,
"eval_steps_per_second": 27.83,
"step": 2486
},
{
"epoch": 3.0,
"learning_rate": 8.889683532987665e-06,
"loss": 0.2401,
"step": 3729
},
{
"epoch": 3.0,
"eval_accuracy": 0.8629339337348938,
"eval_loss": 0.36967143416404724,
"eval_runtime": 20.0753,
"eval_samples_per_second": 222.413,
"eval_steps_per_second": 27.845,
"step": 3729
},
{
"epoch": 4.0,
"learning_rate": 4.444841766493832e-06,
"loss": 0.1766,
"step": 4972
},
{
"epoch": 4.0,
"eval_accuracy": 0.8662933707237244,
"eval_loss": 0.4054161012172699,
"eval_runtime": 20.0933,
"eval_samples_per_second": 222.213,
"eval_steps_per_second": 27.82,
"step": 4972
},
{
"epoch": 5.0,
"learning_rate": 0.0,
"loss": 0.1353,
"step": 6215
},
{
"epoch": 5.0,
"eval_accuracy": 0.8678611516952515,
"eval_loss": 0.4647606313228607,
"eval_runtime": 20.1327,
"eval_samples_per_second": 221.779,
"eval_steps_per_second": 27.766,
"step": 6215
},
{
"epoch": 5.0,
"step": 6215,
"total_flos": 1.30795794507648e+16,
"train_loss": 0.28068858704448035,
"train_runtime": 2813.7427,
"train_samples_per_second": 70.669,
"train_steps_per_second": 2.209
}
],
"max_steps": 6215,
"num_train_epochs": 5,
"total_flos": 1.30795794507648e+16,
"trial_name": null,
"trial_params": null
}
|