File size: 4,756 Bytes
a9abe92 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 |
{
"best_metric": 0.8729119896888733,
"best_model_checkpoint": "seq2seq_model_handwritten/checkpoint-1656",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 2070,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 91.65796661376953,
"learning_rate": 4.512077294685991e-05,
"loss": 2.3731,
"step": 207
},
{
"epoch": 1.0,
"eval_cer": 0.5382716049382716,
"eval_loss": 1.7942910194396973,
"eval_runtime": 7.573,
"eval_samples_per_second": 3.961,
"eval_steps_per_second": 1.056,
"step": 207
},
{
"epoch": 2.0,
"grad_norm": 28.777713775634766,
"learning_rate": 4.012077294685991e-05,
"loss": 1.5318,
"step": 414
},
{
"epoch": 2.0,
"eval_cer": 1.9481481481481482,
"eval_loss": 2.347219944000244,
"eval_runtime": 10.932,
"eval_samples_per_second": 2.744,
"eval_steps_per_second": 0.732,
"step": 414
},
{
"epoch": 3.0,
"grad_norm": 9.893929481506348,
"learning_rate": 3.51207729468599e-05,
"loss": 1.1272,
"step": 621
},
{
"epoch": 3.0,
"eval_cer": 0.3925925925925926,
"eval_loss": 1.6664316654205322,
"eval_runtime": 5.6669,
"eval_samples_per_second": 5.294,
"eval_steps_per_second": 1.412,
"step": 621
},
{
"epoch": 4.0,
"grad_norm": 12.895403861999512,
"learning_rate": 3.0120772946859905e-05,
"loss": 0.8353,
"step": 828
},
{
"epoch": 4.0,
"eval_cer": 0.35555555555555557,
"eval_loss": 1.744159460067749,
"eval_runtime": 5.9067,
"eval_samples_per_second": 5.079,
"eval_steps_per_second": 1.354,
"step": 828
},
{
"epoch": 5.0,
"grad_norm": 10.83328914642334,
"learning_rate": 2.5120772946859905e-05,
"loss": 0.6815,
"step": 1035
},
{
"epoch": 5.0,
"eval_cer": 0.2617283950617284,
"eval_loss": 1.6649540662765503,
"eval_runtime": 6.0195,
"eval_samples_per_second": 4.984,
"eval_steps_per_second": 1.329,
"step": 1035
},
{
"epoch": 6.0,
"grad_norm": 39.549861907958984,
"learning_rate": 2.0120772946859902e-05,
"loss": 0.4102,
"step": 1242
},
{
"epoch": 6.0,
"eval_cer": 0.2419753086419753,
"eval_loss": 1.126643180847168,
"eval_runtime": 5.5303,
"eval_samples_per_second": 5.425,
"eval_steps_per_second": 1.447,
"step": 1242
},
{
"epoch": 7.0,
"grad_norm": 33.302223205566406,
"learning_rate": 1.5120772946859905e-05,
"loss": 0.3097,
"step": 1449
},
{
"epoch": 7.0,
"eval_cer": 0.2617283950617284,
"eval_loss": 1.1228829622268677,
"eval_runtime": 5.9786,
"eval_samples_per_second": 5.018,
"eval_steps_per_second": 1.338,
"step": 1449
},
{
"epoch": 8.0,
"grad_norm": 0.6234323382377625,
"learning_rate": 1.0120772946859903e-05,
"loss": 0.2095,
"step": 1656
},
{
"epoch": 8.0,
"eval_cer": 0.2074074074074074,
"eval_loss": 0.8729119896888733,
"eval_runtime": 6.0046,
"eval_samples_per_second": 4.996,
"eval_steps_per_second": 1.332,
"step": 1656
},
{
"epoch": 9.0,
"grad_norm": 3.2294392585754395,
"learning_rate": 5.120772946859904e-06,
"loss": 0.1344,
"step": 1863
},
{
"epoch": 9.0,
"eval_cer": 0.1580246913580247,
"eval_loss": 0.9647266268730164,
"eval_runtime": 6.0304,
"eval_samples_per_second": 4.975,
"eval_steps_per_second": 1.327,
"step": 1863
},
{
"epoch": 10.0,
"grad_norm": 0.18482227623462677,
"learning_rate": 1.2077294685990338e-07,
"loss": 0.0616,
"step": 2070
},
{
"epoch": 10.0,
"eval_cer": 0.1308641975308642,
"eval_loss": 0.9429413080215454,
"eval_runtime": 6.0359,
"eval_samples_per_second": 4.97,
"eval_steps_per_second": 1.325,
"step": 2070
}
],
"logging_steps": 500,
"max_steps": 2070,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.1125309068426609e+19,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}
|