File size: 4,264 Bytes
8c66ad6 |
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 |
{
"best_metric": 2.8341832160949707,
"best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_data_aug_stsb/checkpoint-7554",
"epoch": 8.0,
"global_step": 20144,
"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": 1.0254,
"step": 2518
},
{
"epoch": 1.0,
"eval_combined_score": 0.16585328643275277,
"eval_loss": 2.877626657485962,
"eval_pearson": 0.15748718573093243,
"eval_runtime": 1.5831,
"eval_samples_per_second": 947.527,
"eval_spearmanr": 0.17421938713457308,
"eval_steps_per_second": 7.58,
"step": 2518
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.5854,
"step": 5036
},
{
"epoch": 2.0,
"eval_combined_score": 0.1635100194118946,
"eval_loss": 3.1463847160339355,
"eval_pearson": 0.15907317751955238,
"eval_runtime": 1.5769,
"eval_samples_per_second": 951.23,
"eval_spearmanr": 0.16794686130423683,
"eval_steps_per_second": 7.61,
"step": 5036
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.4255,
"step": 7554
},
{
"epoch": 3.0,
"eval_combined_score": 0.17824953346799088,
"eval_loss": 2.8341832160949707,
"eval_pearson": 0.17650415284397877,
"eval_runtime": 1.6928,
"eval_samples_per_second": 886.104,
"eval_spearmanr": 0.17999491409200302,
"eval_steps_per_second": 7.089,
"step": 7554
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.2765,
"step": 10072
},
{
"epoch": 4.0,
"eval_combined_score": 0.18267513587644282,
"eval_loss": 2.852358818054199,
"eval_pearson": 0.18152000982174782,
"eval_runtime": 1.5758,
"eval_samples_per_second": 951.922,
"eval_spearmanr": 0.18383026193113783,
"eval_steps_per_second": 7.615,
"step": 10072
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.1862,
"step": 12590
},
{
"epoch": 5.0,
"eval_combined_score": 0.17521614805651298,
"eval_loss": 2.9183528423309326,
"eval_pearson": 0.17358261728487295,
"eval_runtime": 1.5754,
"eval_samples_per_second": 952.151,
"eval_spearmanr": 0.17684967882815297,
"eval_steps_per_second": 7.617,
"step": 12590
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.1339,
"step": 15108
},
{
"epoch": 6.0,
"eval_combined_score": 0.17076120867812122,
"eval_loss": 2.981703519821167,
"eval_pearson": 0.16876644953461767,
"eval_runtime": 1.5872,
"eval_samples_per_second": 945.039,
"eval_spearmanr": 0.17275596782162475,
"eval_steps_per_second": 7.56,
"step": 15108
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 0.1029,
"step": 17626
},
{
"epoch": 7.0,
"eval_combined_score": 0.16307581221558015,
"eval_loss": 2.970160484313965,
"eval_pearson": 0.1618052318006157,
"eval_runtime": 1.5744,
"eval_samples_per_second": 952.757,
"eval_spearmanr": 0.16434639263054457,
"eval_steps_per_second": 7.622,
"step": 17626
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 0.0806,
"step": 20144
},
{
"epoch": 8.0,
"eval_combined_score": 0.1605832354040539,
"eval_loss": 3.0033271312713623,
"eval_pearson": 0.1587626578082464,
"eval_runtime": 1.5753,
"eval_samples_per_second": 952.217,
"eval_spearmanr": 0.1624038129998614,
"eval_steps_per_second": 7.618,
"step": 20144
},
{
"epoch": 8.0,
"step": 20144,
"total_flos": 8.08285013719122e+16,
"train_loss": 0.3520539346623743,
"train_runtime": 9383.655,
"train_samples_per_second": 1717.065,
"train_steps_per_second": 13.417
}
],
"max_steps": 125900,
"num_train_epochs": 50,
"total_flos": 8.08285013719122e+16,
"trial_name": null,
"trial_params": null
}
|