File size: 4,398 Bytes
f52379d |
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 |
{
"best_metric": 0.8192771084337349,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-b613dq96/checkpoint-150",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 150,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2,
"grad_norm": 1.155951738357544,
"learning_rate": 4.210286215541667e-05,
"loss": 0.5868,
"step": 10
},
{
"epoch": 0.4,
"grad_norm": 1.9371240139007568,
"learning_rate": 3.90955148586012e-05,
"loss": 0.3773,
"step": 20
},
{
"epoch": 0.6,
"grad_norm": 1.3020845651626587,
"learning_rate": 3.608816756178572e-05,
"loss": 0.393,
"step": 30
},
{
"epoch": 0.8,
"grad_norm": 4.894543170928955,
"learning_rate": 3.308082026497024e-05,
"loss": 0.4164,
"step": 40
},
{
"epoch": 1.0,
"grad_norm": 5.350757598876953,
"learning_rate": 3.0073472968154765e-05,
"loss": 0.3851,
"step": 50
},
{
"epoch": 1.0,
"eval_accuracy": 0.8825,
"eval_f1": 0.7892376681614349,
"eval_loss": 0.36936432123184204,
"eval_precision": 0.88,
"eval_recall": 0.7154471544715447,
"eval_runtime": 1.5306,
"eval_samples_per_second": 261.342,
"eval_steps_per_second": 16.334,
"step": 50
},
{
"epoch": 1.2,
"grad_norm": 3.0585944652557373,
"learning_rate": 2.706612567133929e-05,
"loss": 0.2862,
"step": 60
},
{
"epoch": 1.4,
"grad_norm": 5.365485191345215,
"learning_rate": 2.4058778374523814e-05,
"loss": 0.2794,
"step": 70
},
{
"epoch": 1.6,
"grad_norm": 2.454425096511841,
"learning_rate": 2.1051431077708335e-05,
"loss": 0.298,
"step": 80
},
{
"epoch": 1.8,
"grad_norm": 3.8099751472473145,
"learning_rate": 1.804408378089286e-05,
"loss": 0.2244,
"step": 90
},
{
"epoch": 2.0,
"grad_norm": 3.113168478012085,
"learning_rate": 1.5036736484077383e-05,
"loss": 0.2519,
"step": 100
},
{
"epoch": 2.0,
"eval_accuracy": 0.89,
"eval_f1": 0.8151260504201681,
"eval_loss": 0.28030890226364136,
"eval_precision": 0.8434782608695652,
"eval_recall": 0.7886178861788617,
"eval_runtime": 1.5211,
"eval_samples_per_second": 262.968,
"eval_steps_per_second": 16.435,
"step": 100
},
{
"epoch": 2.2,
"grad_norm": 2.4218947887420654,
"learning_rate": 1.2029389187261907e-05,
"loss": 0.2,
"step": 110
},
{
"epoch": 2.4,
"grad_norm": 4.014515399932861,
"learning_rate": 9.02204189044643e-06,
"loss": 0.2247,
"step": 120
},
{
"epoch": 2.6,
"grad_norm": 1.9129769802093506,
"learning_rate": 6.0146945936309535e-06,
"loss": 0.178,
"step": 130
},
{
"epoch": 2.8,
"grad_norm": 4.968961715698242,
"learning_rate": 3.0073472968154768e-06,
"loss": 0.2099,
"step": 140
},
{
"epoch": 3.0,
"grad_norm": 5.08315896987915,
"learning_rate": 0.0,
"loss": 0.1404,
"step": 150
},
{
"epoch": 3.0,
"eval_accuracy": 0.8875,
"eval_f1": 0.8192771084337349,
"eval_loss": 0.28243759274482727,
"eval_precision": 0.8095238095238095,
"eval_recall": 0.8292682926829268,
"eval_runtime": 1.5783,
"eval_samples_per_second": 253.434,
"eval_steps_per_second": 15.84,
"step": 150
}
],
"logging_steps": 10,
"max_steps": 150,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 635446111352832.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 4.511020945223215e-05,
"metric": "eval/loss",
"num_train_epochs": 3,
"per_device_train_batch_size": 32,
"seed": 24
}
}
|