File size: 3,880 Bytes
cb3a6b9 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 | {
"best_metric": 0.6857091188430786,
"best_model_checkpoint": "tiny_bert_rand_50_v1_rte/checkpoint-30",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 80,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.4516654312610626,
"learning_rate": 4.9e-05,
"loss": 0.6992,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.5631768953068592,
"eval_loss": 0.6891781091690063,
"eval_runtime": 0.1139,
"eval_samples_per_second": 2431.038,
"eval_steps_per_second": 17.553,
"step": 10
},
{
"epoch": 2.0,
"grad_norm": 0.5379452705383301,
"learning_rate": 4.8e-05,
"loss": 0.6919,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.5379061371841155,
"eval_loss": 0.6864846348762512,
"eval_runtime": 0.1259,
"eval_samples_per_second": 2200.333,
"eval_steps_per_second": 15.887,
"step": 20
},
{
"epoch": 3.0,
"grad_norm": 0.4263160526752472,
"learning_rate": 4.7e-05,
"loss": 0.6803,
"step": 30
},
{
"epoch": 3.0,
"eval_accuracy": 0.5595667870036101,
"eval_loss": 0.6857091188430786,
"eval_runtime": 0.122,
"eval_samples_per_second": 2270.843,
"eval_steps_per_second": 16.396,
"step": 30
},
{
"epoch": 4.0,
"grad_norm": 0.8484940528869629,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6477,
"step": 40
},
{
"epoch": 4.0,
"eval_accuracy": 0.555956678700361,
"eval_loss": 0.7186089754104614,
"eval_runtime": 0.1098,
"eval_samples_per_second": 2523.528,
"eval_steps_per_second": 18.22,
"step": 40
},
{
"epoch": 5.0,
"grad_norm": 1.037821650505066,
"learning_rate": 4.5e-05,
"loss": 0.5941,
"step": 50
},
{
"epoch": 5.0,
"eval_accuracy": 0.5523465703971119,
"eval_loss": 0.7786869406700134,
"eval_runtime": 0.1209,
"eval_samples_per_second": 2290.916,
"eval_steps_per_second": 16.541,
"step": 50
},
{
"epoch": 6.0,
"grad_norm": 1.3715161085128784,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5146,
"step": 60
},
{
"epoch": 6.0,
"eval_accuracy": 0.5415162454873647,
"eval_loss": 0.8585395216941833,
"eval_runtime": 0.122,
"eval_samples_per_second": 2270.705,
"eval_steps_per_second": 16.395,
"step": 60
},
{
"epoch": 7.0,
"grad_norm": 2.5981643199920654,
"learning_rate": 4.3e-05,
"loss": 0.3902,
"step": 70
},
{
"epoch": 7.0,
"eval_accuracy": 0.516245487364621,
"eval_loss": 1.0804373025894165,
"eval_runtime": 0.1155,
"eval_samples_per_second": 2399.17,
"eval_steps_per_second": 17.323,
"step": 70
},
{
"epoch": 8.0,
"grad_norm": 2.5909316539764404,
"learning_rate": 4.2e-05,
"loss": 0.2783,
"step": 80
},
{
"epoch": 8.0,
"eval_accuracy": 0.5270758122743683,
"eval_loss": 1.2460827827453613,
"eval_runtime": 0.1156,
"eval_samples_per_second": 2395.702,
"eval_steps_per_second": 17.297,
"step": 80
},
{
"epoch": 8.0,
"step": 80,
"total_flos": 522373675991040.0,
"train_loss": 0.5620430141687394,
"train_runtime": 20.1921,
"train_samples_per_second": 6165.772,
"train_steps_per_second": 24.762
}
],
"logging_steps": 1,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 522373675991040.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|