File size: 5,303 Bytes
fae1d7d |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 |
{
"best_metric": 0.1553138643503189,
"best_model_checkpoint": "speech-multiclassifier-run-2/checkpoint-6384",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 9576,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15664160401002505,
"grad_norm": 11.20281982421875,
"learning_rate": 1.8955722639933167e-05,
"loss": 0.1599,
"step": 500
},
{
"epoch": 0.3132832080200501,
"grad_norm": 16.948055267333984,
"learning_rate": 1.7911445279866332e-05,
"loss": 0.2132,
"step": 1000
},
{
"epoch": 0.4699248120300752,
"grad_norm": 15.359735488891602,
"learning_rate": 1.68671679197995e-05,
"loss": 0.2101,
"step": 1500
},
{
"epoch": 0.6265664160401002,
"grad_norm": 0.13909225165843964,
"learning_rate": 1.5822890559732666e-05,
"loss": 0.1868,
"step": 2000
},
{
"epoch": 0.7832080200501254,
"grad_norm": 1.7620573043823242,
"learning_rate": 1.4778613199665832e-05,
"loss": 0.1824,
"step": 2500
},
{
"epoch": 0.9398496240601504,
"grad_norm": 2.3290231227874756,
"learning_rate": 1.3734335839598997e-05,
"loss": 0.1678,
"step": 3000
},
{
"epoch": 1.0,
"eval_loss": 0.15620405972003937,
"eval_overall-accuracy": 0.9531360112755461,
"eval_overall-f1": 0.9531360112755461,
"eval_overall-precision": 0.9531360112755461,
"eval_overall-recall": 0.9531360112755461,
"eval_runtime": 5.7139,
"eval_samples_per_second": 496.687,
"eval_steps_per_second": 31.152,
"step": 3192
},
{
"epoch": 1.0964912280701755,
"grad_norm": 0.4430443048477173,
"learning_rate": 1.2690058479532166e-05,
"loss": 0.1655,
"step": 3500
},
{
"epoch": 1.2531328320802004,
"grad_norm": 5.565830707550049,
"learning_rate": 1.1645781119465331e-05,
"loss": 0.1499,
"step": 4000
},
{
"epoch": 1.4097744360902256,
"grad_norm": 0.9018378257751465,
"learning_rate": 1.0601503759398497e-05,
"loss": 0.1443,
"step": 4500
},
{
"epoch": 1.5664160401002505,
"grad_norm": 0.3591144382953644,
"learning_rate": 9.557226399331662e-06,
"loss": 0.1399,
"step": 5000
},
{
"epoch": 1.7230576441102756,
"grad_norm": 0.4499484598636627,
"learning_rate": 8.512949039264829e-06,
"loss": 0.1559,
"step": 5500
},
{
"epoch": 1.8796992481203008,
"grad_norm": 8.649208068847656,
"learning_rate": 7.468671679197995e-06,
"loss": 0.1522,
"step": 6000
},
{
"epoch": 2.0,
"eval_loss": 0.1553138643503189,
"eval_overall-accuracy": 0.9531360112755461,
"eval_overall-f1": 0.9531360112755461,
"eval_overall-precision": 0.9531360112755461,
"eval_overall-recall": 0.9531360112755461,
"eval_runtime": 5.7234,
"eval_samples_per_second": 495.858,
"eval_steps_per_second": 31.1,
"step": 6384
},
{
"epoch": 2.036340852130326,
"grad_norm": 1.2995306253433228,
"learning_rate": 6.424394319131162e-06,
"loss": 0.1398,
"step": 6500
},
{
"epoch": 2.192982456140351,
"grad_norm": 0.18944260478019714,
"learning_rate": 5.380116959064328e-06,
"loss": 0.1164,
"step": 7000
},
{
"epoch": 2.3496240601503757,
"grad_norm": 4.408690929412842,
"learning_rate": 4.335839598997494e-06,
"loss": 0.1154,
"step": 7500
},
{
"epoch": 2.506265664160401,
"grad_norm": 0.7239732146263123,
"learning_rate": 3.29156223893066e-06,
"loss": 0.1208,
"step": 8000
},
{
"epoch": 2.662907268170426,
"grad_norm": 6.512196063995361,
"learning_rate": 2.2472848788638263e-06,
"loss": 0.1115,
"step": 8500
},
{
"epoch": 2.819548872180451,
"grad_norm": 1.97010338306427,
"learning_rate": 1.2030075187969925e-06,
"loss": 0.1169,
"step": 9000
},
{
"epoch": 2.9761904761904763,
"grad_norm": 1.1876590251922607,
"learning_rate": 1.5873015873015874e-07,
"loss": 0.1157,
"step": 9500
},
{
"epoch": 3.0,
"eval_loss": 0.16947361826896667,
"eval_overall-accuracy": 0.9534883720930233,
"eval_overall-f1": 0.9534883720930233,
"eval_overall-precision": 0.9534883720930233,
"eval_overall-recall": 0.9534883720930233,
"eval_runtime": 5.6944,
"eval_samples_per_second": 498.388,
"eval_steps_per_second": 31.259,
"step": 9576
}
],
"logging_steps": 500,
"max_steps": 9576,
"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": 2641161396896352.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}
|