File size: 2,064 Bytes
30042e2 |
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 |
{
"best_metric": 0.8554216867469879,
"best_model_checkpoint": "vit-base-patch16-224-finetuned-eurosat/checkpoint-51",
"epoch": 2.914285714285714,
"eval_steps": 500,
"global_step": 51,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.57,
"learning_rate": 4.555555555555556e-05,
"loss": 1.3804,
"step": 10
},
{
"epoch": 0.97,
"eval_accuracy": 0.8192771084337349,
"eval_loss": 0.5244177579879761,
"eval_runtime": 0.7663,
"eval_samples_per_second": 324.953,
"eval_steps_per_second": 10.44,
"step": 17
},
{
"epoch": 1.14,
"learning_rate": 3.444444444444445e-05,
"loss": 0.7528,
"step": 20
},
{
"epoch": 1.71,
"learning_rate": 2.3333333333333336e-05,
"loss": 0.52,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.8393574297188755,
"eval_loss": 0.3711775541305542,
"eval_runtime": 0.7646,
"eval_samples_per_second": 325.652,
"eval_steps_per_second": 10.463,
"step": 35
},
{
"epoch": 2.29,
"learning_rate": 1.2222222222222222e-05,
"loss": 0.4363,
"step": 40
},
{
"epoch": 2.86,
"learning_rate": 1.1111111111111112e-06,
"loss": 0.3909,
"step": 50
},
{
"epoch": 2.91,
"eval_accuracy": 0.8554216867469879,
"eval_loss": 0.3497268557548523,
"eval_runtime": 0.7602,
"eval_samples_per_second": 327.525,
"eval_steps_per_second": 10.523,
"step": 51
},
{
"epoch": 2.91,
"step": 51,
"total_flos": 5.057217893112054e+17,
"train_loss": 0.689645012219747,
"train_runtime": 62.8526,
"train_samples_per_second": 106.869,
"train_steps_per_second": 0.811
}
],
"logging_steps": 10,
"max_steps": 51,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 5.057217893112054e+17,
"trial_name": null,
"trial_params": null
}
|