File size: 4,231 Bytes
cec9cfa |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 |
{
"best_metric": 1.0985050201416016,
"best_model_checkpoint": "mobilebert_add_GLUE_Experiment_mnli_128/checkpoint-15340",
"epoch": 10.0,
"global_step": 30680,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 1.0987,
"step": 3068
},
{
"epoch": 1.0,
"eval_accuracy": 0.31818644931227713,
"eval_loss": 1.0987107753753662,
"eval_runtime": 17.0184,
"eval_samples_per_second": 576.728,
"eval_steps_per_second": 4.525,
"step": 3068
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 1.0986,
"step": 6136
},
{
"epoch": 2.0,
"eval_accuracy": 0.31818644931227713,
"eval_loss": 1.0986207723617554,
"eval_runtime": 17.0318,
"eval_samples_per_second": 576.276,
"eval_steps_per_second": 4.521,
"step": 6136
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 1.0986,
"step": 9204
},
{
"epoch": 3.0,
"eval_accuracy": 0.3273560876209883,
"eval_loss": 1.0988447666168213,
"eval_runtime": 17.0815,
"eval_samples_per_second": 574.599,
"eval_steps_per_second": 4.508,
"step": 9204
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 1.0986,
"step": 12272
},
{
"epoch": 4.0,
"eval_accuracy": 0.31818644931227713,
"eval_loss": 1.0986438989639282,
"eval_runtime": 17.0583,
"eval_samples_per_second": 575.381,
"eval_steps_per_second": 4.514,
"step": 12272
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 1.0986,
"step": 15340
},
{
"epoch": 5.0,
"eval_accuracy": 0.3544574630667346,
"eval_loss": 1.0985050201416016,
"eval_runtime": 17.2861,
"eval_samples_per_second": 567.797,
"eval_steps_per_second": 4.454,
"step": 15340
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.0986,
"step": 18408
},
{
"epoch": 6.0,
"eval_accuracy": 0.3273560876209883,
"eval_loss": 1.0986541509628296,
"eval_runtime": 17.023,
"eval_samples_per_second": 576.574,
"eval_steps_per_second": 4.523,
"step": 18408
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 1.0986,
"step": 21476
},
{
"epoch": 7.0,
"eval_accuracy": 0.3273560876209883,
"eval_loss": 1.0987762212753296,
"eval_runtime": 17.3871,
"eval_samples_per_second": 564.5,
"eval_steps_per_second": 4.429,
"step": 21476
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 1.0986,
"step": 24544
},
{
"epoch": 8.0,
"eval_accuracy": 0.3544574630667346,
"eval_loss": 1.0985809564590454,
"eval_runtime": 17.0016,
"eval_samples_per_second": 577.297,
"eval_steps_per_second": 4.529,
"step": 24544
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 1.0986,
"step": 27612
},
{
"epoch": 9.0,
"eval_accuracy": 0.3544574630667346,
"eval_loss": 1.0985565185546875,
"eval_runtime": 17.2613,
"eval_samples_per_second": 568.613,
"eval_steps_per_second": 4.461,
"step": 27612
},
{
"epoch": 10.0,
"learning_rate": 4e-05,
"loss": 1.0986,
"step": 30680
},
{
"epoch": 10.0,
"eval_accuracy": 0.31818644931227713,
"eval_loss": 1.0986559391021729,
"eval_runtime": 17.0342,
"eval_samples_per_second": 576.193,
"eval_steps_per_second": 4.52,
"step": 30680
},
{
"epoch": 10.0,
"step": 30680,
"total_flos": 9.374910732304384e+16,
"train_loss": 1.098636202457831,
"train_runtime": 19983.4376,
"train_samples_per_second": 982.569,
"train_steps_per_second": 7.676
}
],
"max_steps": 153400,
"num_train_epochs": 50,
"total_flos": 9.374910732304384e+16,
"trial_name": null,
"trial_params": null
}
|