File size: 4,931 Bytes
32e30d6 020d78c 02a9754 32e30d6 02a9754 32e30d6 78a824f 553a738 020d78c 85b6e2d c1e46e9 a7bbc0a aaf77f5 df25f42 9da09f1 5bc086e 02a9754 32e30d6 02a9754 32e30d6 |
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 |
{
"best_metric": 2.9007203578948975,
"best_model_checkpoint": "/content/drive/MyDrive/W210 Capstone - Lyric Generation with Melody/loaf/models/lyrlen/bart/bart-finetuned-lyrlen-128-special_tokens/checkpoint-2000",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.33,
"grad_norm": 2.8254361152648926,
"learning_rate": 4.5833333333333334e-05,
"loss": 3.2828,
"step": 500
},
{
"epoch": 0.33,
"eval_loss": 3.0014798641204834,
"eval_runtime": 133.6176,
"eval_samples_per_second": 22.452,
"eval_steps_per_second": 1.407,
"step": 500
},
{
"epoch": 0.67,
"grad_norm": 2.1916661262512207,
"learning_rate": 4.166666666666667e-05,
"loss": 3.0513,
"step": 1000
},
{
"epoch": 0.67,
"eval_loss": 2.9360573291778564,
"eval_runtime": 134.0182,
"eval_samples_per_second": 22.385,
"eval_steps_per_second": 1.403,
"step": 1000
},
{
"epoch": 1.0,
"grad_norm": 2.2003419399261475,
"learning_rate": 3.7500000000000003e-05,
"loss": 2.9573,
"step": 1500
},
{
"epoch": 1.0,
"eval_loss": 2.911083459854126,
"eval_runtime": 135.0831,
"eval_samples_per_second": 22.209,
"eval_steps_per_second": 1.392,
"step": 1500
},
{
"epoch": 1.33,
"grad_norm": 2.2140896320343018,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.8841,
"step": 2000
},
{
"epoch": 1.33,
"eval_loss": 2.9007203578948975,
"eval_runtime": 133.4383,
"eval_samples_per_second": 22.482,
"eval_steps_per_second": 1.409,
"step": 2000
},
{
"epoch": 1.67,
"grad_norm": 2.1458683013916016,
"learning_rate": 2.916666666666667e-05,
"loss": 2.8352,
"step": 2500
},
{
"epoch": 1.67,
"eval_loss": 2.9764463901519775,
"eval_runtime": 128.7719,
"eval_samples_per_second": 23.297,
"eval_steps_per_second": 1.46,
"step": 2500
},
{
"epoch": 2.0,
"grad_norm": 2.3623976707458496,
"learning_rate": 2.5e-05,
"loss": 2.7897,
"step": 3000
},
{
"epoch": 2.0,
"eval_loss": 2.9605724811553955,
"eval_runtime": 129.2199,
"eval_samples_per_second": 23.216,
"eval_steps_per_second": 1.455,
"step": 3000
},
{
"epoch": 2.33,
"grad_norm": 2.2417197227478027,
"learning_rate": 2.0833333333333336e-05,
"loss": 2.7511,
"step": 3500
},
{
"epoch": 2.33,
"eval_loss": 2.9489927291870117,
"eval_runtime": 128.5445,
"eval_samples_per_second": 23.338,
"eval_steps_per_second": 1.463,
"step": 3500
},
{
"epoch": 2.67,
"grad_norm": 1.9677695035934448,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.7284,
"step": 4000
},
{
"epoch": 2.67,
"eval_loss": 2.945847749710083,
"eval_runtime": 129.0136,
"eval_samples_per_second": 23.253,
"eval_steps_per_second": 1.457,
"step": 4000
},
{
"epoch": 3.0,
"grad_norm": 3.6409881114959717,
"learning_rate": 1.25e-05,
"loss": 2.7167,
"step": 4500
},
{
"epoch": 3.0,
"eval_loss": 2.9470016956329346,
"eval_runtime": 129.7931,
"eval_samples_per_second": 23.114,
"eval_steps_per_second": 1.448,
"step": 4500
},
{
"epoch": 3.33,
"grad_norm": 2.425532341003418,
"learning_rate": 8.333333333333334e-06,
"loss": 2.7226,
"step": 5000
},
{
"epoch": 3.33,
"eval_loss": 2.941845178604126,
"eval_runtime": 133.0721,
"eval_samples_per_second": 22.544,
"eval_steps_per_second": 1.413,
"step": 5000
},
{
"epoch": 3.67,
"grad_norm": 1.9772043228149414,
"learning_rate": 4.166666666666667e-06,
"loss": 2.6823,
"step": 5500
},
{
"epoch": 3.67,
"eval_loss": 2.931675672531128,
"eval_runtime": 130.4418,
"eval_samples_per_second": 22.999,
"eval_steps_per_second": 1.441,
"step": 5500
},
{
"epoch": 4.0,
"grad_norm": 2.1570191383361816,
"learning_rate": 0.0,
"loss": 2.6445,
"step": 6000
},
{
"epoch": 4.0,
"eval_loss": 2.9388811588287354,
"eval_runtime": 131.227,
"eval_samples_per_second": 22.861,
"eval_steps_per_second": 1.433,
"step": 6000
}
],
"logging_steps": 500,
"max_steps": 6000,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 2.6005255225344e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}
|