File size: 4,178 Bytes
0879610 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 |
{
"best_metric": 0.27871406078338623,
"best_model_checkpoint": "/content/deberta-v3-small/checkpoint-230",
"epoch": 10.0,
"global_step": 2300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8921568627450981,
"eval_combined_score": 0.9077509052401449,
"eval_f1": 0.9233449477351917,
"eval_loss": 0.27871406078338623,
"eval_runtime": 0.9934,
"eval_samples_per_second": 410.721,
"eval_steps_per_second": 51.34,
"step": 230
},
{
"epoch": 2.0,
"eval_accuracy": 0.875,
"eval_combined_score": 0.8943527918781726,
"eval_f1": 0.9137055837563453,
"eval_loss": 0.3650500774383545,
"eval_runtime": 1.104,
"eval_samples_per_second": 369.555,
"eval_steps_per_second": 46.194,
"step": 460
},
{
"epoch": 3.0,
"eval_accuracy": 0.8799019607843137,
"eval_combined_score": 0.8989124544290077,
"eval_f1": 0.9179229480737018,
"eval_loss": 0.5237621068954468,
"eval_runtime": 1.014,
"eval_samples_per_second": 402.381,
"eval_steps_per_second": 50.298,
"step": 690
},
{
"epoch": 4.0,
"eval_accuracy": 0.8946078431372549,
"eval_combined_score": 0.9084250788923165,
"eval_f1": 0.9222423146473779,
"eval_loss": 0.471233606338501,
"eval_runtime": 1.021,
"eval_samples_per_second": 399.621,
"eval_steps_per_second": 49.953,
"step": 920
},
{
"epoch": 4.35,
"learning_rate": 1.6956521739130433e-05,
"loss": 0.2147,
"step": 1000
},
{
"epoch": 5.0,
"eval_accuracy": 0.8946078431372549,
"eval_combined_score": 0.9104257054451284,
"eval_f1": 0.9262435677530019,
"eval_loss": 0.570386528968811,
"eval_runtime": 0.9794,
"eval_samples_per_second": 416.598,
"eval_steps_per_second": 52.075,
"step": 1150
},
{
"epoch": 6.0,
"eval_accuracy": 0.8995098039215687,
"eval_combined_score": 0.9139782876501386,
"eval_f1": 0.9284467713787086,
"eval_loss": 0.5697466135025024,
"eval_runtime": 0.9891,
"eval_samples_per_second": 412.495,
"eval_steps_per_second": 51.562,
"step": 1380
},
{
"epoch": 7.0,
"eval_accuracy": 0.8921568627450981,
"eval_combined_score": 0.9067927170868348,
"eval_f1": 0.9214285714285715,
"eval_loss": 0.6650992631912231,
"eval_runtime": 1.008,
"eval_samples_per_second": 404.777,
"eval_steps_per_second": 50.597,
"step": 1610
},
{
"epoch": 8.0,
"eval_accuracy": 0.8946078431372549,
"eval_combined_score": 0.9092508242234947,
"eval_f1": 0.9238938053097344,
"eval_loss": 0.672588586807251,
"eval_runtime": 1.0378,
"eval_samples_per_second": 393.14,
"eval_steps_per_second": 49.143,
"step": 1840
},
{
"epoch": 8.7,
"learning_rate": 3.913043478260869e-06,
"loss": 0.0183,
"step": 2000
},
{
"epoch": 9.0,
"eval_accuracy": 0.8848039215686274,
"eval_combined_score": 0.9012460938841386,
"eval_f1": 0.9176882661996497,
"eval_loss": 0.7250252366065979,
"eval_runtime": 1.0544,
"eval_samples_per_second": 386.943,
"eval_steps_per_second": 48.368,
"step": 2070
},
{
"epoch": 10.0,
"eval_accuracy": 0.8921568627450981,
"eval_combined_score": 0.907209173422019,
"eval_f1": 0.9222614840989399,
"eval_loss": 0.7092880010604858,
"eval_runtime": 1.0253,
"eval_samples_per_second": 397.917,
"eval_steps_per_second": 49.74,
"step": 2300
},
{
"epoch": 10.0,
"step": 2300,
"total_flos": 1214769315164160.0,
"train_loss": 0.1021328606294549,
"train_runtime": 294.6784,
"train_samples_per_second": 124.475,
"train_steps_per_second": 7.805
}
],
"max_steps": 2300,
"num_train_epochs": 10,
"total_flos": 1214769315164160.0,
"trial_name": null,
"trial_params": null
}
|