File size: 4,033 Bytes
935b3b7 |
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 |
{
"best_metric": 0.1497994363307953,
"best_model_checkpoint": "/home/paperspace/distilbert_distilbert-base-uncased_cpt_f80627ff/checkpoint-8592",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 8592,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.23,
"learning_rate": 9.418063314711358e-07,
"loss": 0.5529,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 8.836126629422719e-07,
"loss": 0.2622,
"step": 1000
},
{
"epoch": 0.7,
"learning_rate": 8.254189944134078e-07,
"loss": 0.1843,
"step": 1500
},
{
"epoch": 0.93,
"learning_rate": 7.672253258845437e-07,
"loss": 0.1707,
"step": 2000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9436447582835416,
"eval_f1": 0.9439168742293816,
"eval_loss": 0.16297364234924316,
"eval_precision": 0.944853339492281,
"eval_recall": 0.9436447582835416,
"eval_runtime": 3.7301,
"eval_samples_per_second": 1974.215,
"eval_steps_per_second": 123.59,
"step": 2148
},
{
"epoch": 1.16,
"learning_rate": 7.090316573556797e-07,
"loss": 0.165,
"step": 2500
},
{
"epoch": 1.4,
"learning_rate": 6.508379888268156e-07,
"loss": 0.1518,
"step": 3000
},
{
"epoch": 1.63,
"learning_rate": 5.926443202979516e-07,
"loss": 0.1561,
"step": 3500
},
{
"epoch": 1.86,
"learning_rate": 5.344506517690875e-07,
"loss": 0.15,
"step": 4000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9496197718631179,
"eval_f1": 0.9497706506636553,
"eval_loss": 0.15333020687103271,
"eval_precision": 0.9501640547936412,
"eval_recall": 0.9496197718631179,
"eval_runtime": 3.7323,
"eval_samples_per_second": 1973.021,
"eval_steps_per_second": 123.515,
"step": 4296
},
{
"epoch": 2.09,
"learning_rate": 4.7625698324022343e-07,
"loss": 0.1467,
"step": 4500
},
{
"epoch": 2.33,
"learning_rate": 4.1806331471135937e-07,
"loss": 0.1454,
"step": 5000
},
{
"epoch": 2.56,
"learning_rate": 3.598696461824953e-07,
"loss": 0.1536,
"step": 5500
},
{
"epoch": 2.79,
"learning_rate": 3.016759776536313e-07,
"loss": 0.1474,
"step": 6000
},
{
"epoch": 3.0,
"eval_accuracy": 0.9505703422053232,
"eval_f1": 0.950777849389015,
"eval_loss": 0.15110179781913757,
"eval_precision": 0.9514811036756906,
"eval_recall": 0.9505703422053232,
"eval_runtime": 3.7273,
"eval_samples_per_second": 1975.7,
"eval_steps_per_second": 123.682,
"step": 6444
},
{
"epoch": 3.03,
"learning_rate": 2.4348230912476723e-07,
"loss": 0.1481,
"step": 6500
},
{
"epoch": 3.26,
"learning_rate": 1.8528864059590317e-07,
"loss": 0.1325,
"step": 7000
},
{
"epoch": 3.49,
"learning_rate": 1.270949720670391e-07,
"loss": 0.1521,
"step": 7500
},
{
"epoch": 3.72,
"learning_rate": 6.890130353817504e-08,
"loss": 0.1482,
"step": 8000
},
{
"epoch": 3.96,
"learning_rate": 1.0707635009310987e-08,
"loss": 0.1417,
"step": 8500
},
{
"epoch": 4.0,
"eval_accuracy": 0.9507061379684953,
"eval_f1": 0.950911417495333,
"eval_loss": 0.1497994363307953,
"eval_precision": 0.951604073542191,
"eval_recall": 0.9507061379684953,
"eval_runtime": 3.7541,
"eval_samples_per_second": 1961.603,
"eval_steps_per_second": 122.8,
"step": 8592
}
],
"logging_steps": 500,
"max_steps": 8592,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 1751875913992452.0,
"trial_name": null,
"trial_params": null
}
|