File size: 3,112 Bytes
60d9bc5 |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 750.0,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 125.0,
"eval_accuracy": 0.8307210031347962,
"eval_f1": 0.6761904761904761,
"eval_loss": 0.869185745716095,
"eval_precision": 0.6396396396396397,
"eval_recall": 0.7171717171717171,
"eval_runtime": 1.1326,
"eval_samples_per_second": 24.722,
"eval_steps_per_second": 1.766,
"step": 500
},
{
"epoch": 250.0,
"learning_rate": 4e-05,
"loss": 0.2158,
"step": 1000
},
{
"epoch": 250.0,
"eval_accuracy": 0.8244514106583072,
"eval_f1": 0.6272727272727273,
"eval_loss": 1.0074251890182495,
"eval_precision": 0.5702479338842975,
"eval_recall": 0.696969696969697,
"eval_runtime": 0.5366,
"eval_samples_per_second": 52.181,
"eval_steps_per_second": 3.727,
"step": 1000
},
{
"epoch": 375.0,
"eval_accuracy": 0.8119122257053292,
"eval_f1": 0.6952380952380952,
"eval_loss": 1.3559716939926147,
"eval_precision": 0.6576576576576577,
"eval_recall": 0.7373737373737373,
"eval_runtime": 0.5707,
"eval_samples_per_second": 49.06,
"eval_steps_per_second": 3.504,
"step": 1500
},
{
"epoch": 500.0,
"learning_rate": 2e-05,
"loss": 0.0184,
"step": 2000
},
{
"epoch": 500.0,
"eval_accuracy": 0.8056426332288401,
"eval_f1": 0.6507177033492823,
"eval_loss": 1.339294195175171,
"eval_precision": 0.6181818181818182,
"eval_recall": 0.6868686868686869,
"eval_runtime": 0.5948,
"eval_samples_per_second": 47.076,
"eval_steps_per_second": 3.363,
"step": 2000
},
{
"epoch": 625.0,
"eval_accuracy": 0.8213166144200627,
"eval_f1": 0.6542056074766355,
"eval_loss": 1.3527517318725586,
"eval_precision": 0.6086956521739131,
"eval_recall": 0.7070707070707071,
"eval_runtime": 0.5373,
"eval_samples_per_second": 52.109,
"eval_steps_per_second": 3.722,
"step": 2500
},
{
"epoch": 750.0,
"learning_rate": 0.0,
"loss": 0.0175,
"step": 3000
},
{
"epoch": 750.0,
"eval_accuracy": 0.8181818181818182,
"eval_f1": 0.660377358490566,
"eval_loss": 1.4282338619232178,
"eval_precision": 0.6194690265486725,
"eval_recall": 0.7070707070707071,
"eval_runtime": 0.5599,
"eval_samples_per_second": 50.01,
"eval_steps_per_second": 3.572,
"step": 3000
},
{
"epoch": 750.0,
"step": 3000,
"total_flos": 3253656728250000.0,
"train_loss": 0.0839117234547933,
"train_runtime": 334.6639,
"train_samples_per_second": 573.71,
"train_steps_per_second": 8.964
}
],
"max_steps": 3000,
"num_train_epochs": 750,
"total_flos": 3253656728250000.0,
"trial_name": null,
"trial_params": null
}
|