File size: 2,534 Bytes
92fde8a |
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 |
{
"best_metric": 0.2590958774089813,
"best_model_checkpoint": "google/vit-base-patch16-224-in21k_brain_tumor_diagnosis/checkpoint-39",
"epoch": 5.0,
"global_step": 65,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 0.00019692307692307696,
"loss": 0.7101,
"step": 1
},
{
"epoch": 1.0,
"eval_F1": 0.9473684210526316,
"eval_Precision": 1.0,
"eval_Recall": 0.9,
"eval_accuracy": 0.9411764705882353,
"eval_loss": 0.33511093258857727,
"eval_runtime": 48.236,
"eval_samples_per_second": 1.057,
"eval_steps_per_second": 0.145,
"step": 13
},
{
"epoch": 2.0,
"eval_F1": 0.923076923076923,
"eval_Precision": 0.8571428571428571,
"eval_Recall": 1.0,
"eval_accuracy": 0.9019607843137255,
"eval_loss": 0.30783897638320923,
"eval_runtime": 48.1983,
"eval_samples_per_second": 1.058,
"eval_steps_per_second": 0.145,
"step": 26
},
{
"epoch": 3.0,
"eval_F1": 0.9375,
"eval_Precision": 0.8823529411764706,
"eval_Recall": 1.0,
"eval_accuracy": 0.9215686274509803,
"eval_loss": 0.2590958774089813,
"eval_runtime": 48.0033,
"eval_samples_per_second": 1.062,
"eval_steps_per_second": 0.146,
"step": 39
},
{
"epoch": 4.0,
"eval_F1": 0.912280701754386,
"eval_Precision": 0.9629629629629629,
"eval_Recall": 0.8666666666666667,
"eval_accuracy": 0.9019607843137255,
"eval_loss": 0.2701869010925293,
"eval_runtime": 48.101,
"eval_samples_per_second": 1.06,
"eval_steps_per_second": 0.146,
"step": 52
},
{
"epoch": 5.0,
"eval_F1": 0.912280701754386,
"eval_Precision": 0.9629629629629629,
"eval_Recall": 0.8666666666666667,
"eval_accuracy": 0.9019607843137255,
"eval_loss": 0.2854834794998169,
"eval_runtime": 48.2183,
"eval_samples_per_second": 1.058,
"eval_steps_per_second": 0.145,
"step": 65
},
{
"epoch": 5.0,
"step": 65,
"total_flos": 7.826690951073792e+16,
"train_loss": 0.1883694419494042,
"train_runtime": 3033.8337,
"train_samples_per_second": 0.333,
"train_steps_per_second": 0.021
}
],
"max_steps": 65,
"num_train_epochs": 5,
"total_flos": 7.826690951073792e+16,
"trial_name": null,
"trial_params": null
}
|