File size: 4,375 Bytes
249c1b4 |
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 |
{
"best_metric": 0.8827102803738318,
"best_model_checkpoint": "MoE-leaf-disease-convnextv2-base-22k-224/checkpoint-5",
"epoch": 12.8,
"eval_steps": 500,
"global_step": 32,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8,
"eval_accuracy": 0.8808411214953271,
"eval_loss": 0.46136829257011414,
"eval_runtime": 39.2263,
"eval_samples_per_second": 54.555,
"eval_steps_per_second": 0.051,
"step": 2
},
{
"epoch": 2.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.34400519728660583,
"eval_runtime": 40.1116,
"eval_samples_per_second": 53.351,
"eval_steps_per_second": 0.05,
"step": 5
},
{
"epoch": 2.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.344054251909256,
"eval_runtime": 37.365,
"eval_samples_per_second": 57.273,
"eval_steps_per_second": 0.054,
"step": 7
},
{
"epoch": 4.0,
"grad_norm": 0.02522450126707554,
"learning_rate": 3.928571428571429e-05,
"loss": 0.3155,
"step": 10
},
{
"epoch": 4.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3439185917377472,
"eval_runtime": 38.4322,
"eval_samples_per_second": 55.682,
"eval_steps_per_second": 0.052,
"step": 10
},
{
"epoch": 4.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.34368354082107544,
"eval_runtime": 38.0602,
"eval_samples_per_second": 56.227,
"eval_steps_per_second": 0.053,
"step": 12
},
{
"epoch": 6.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.343065083026886,
"eval_runtime": 38.3046,
"eval_samples_per_second": 55.868,
"eval_steps_per_second": 0.052,
"step": 15
},
{
"epoch": 6.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3426330089569092,
"eval_runtime": 38.0517,
"eval_samples_per_second": 56.239,
"eval_steps_per_second": 0.053,
"step": 17
},
{
"epoch": 8.0,
"grad_norm": 0.007871972396969795,
"learning_rate": 2.1428571428571428e-05,
"loss": 0.2577,
"step": 20
},
{
"epoch": 8.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3421165347099304,
"eval_runtime": 38.0514,
"eval_samples_per_second": 56.24,
"eval_steps_per_second": 0.053,
"step": 20
},
{
"epoch": 8.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3418828845024109,
"eval_runtime": 38.9753,
"eval_samples_per_second": 54.907,
"eval_steps_per_second": 0.051,
"step": 22
},
{
"epoch": 10.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3416748642921448,
"eval_runtime": 38.7299,
"eval_samples_per_second": 55.254,
"eval_steps_per_second": 0.052,
"step": 25
},
{
"epoch": 10.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3415946364402771,
"eval_runtime": 37.8063,
"eval_samples_per_second": 56.604,
"eval_steps_per_second": 0.053,
"step": 27
},
{
"epoch": 12.0,
"grad_norm": 0.01667422242462635,
"learning_rate": 3.5714285714285714e-06,
"loss": 0.2601,
"step": 30
},
{
"epoch": 12.0,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.3415359854698181,
"eval_runtime": 38.519,
"eval_samples_per_second": 55.557,
"eval_steps_per_second": 0.052,
"step": 30
},
{
"epoch": 12.8,
"eval_accuracy": 0.8827102803738318,
"eval_loss": 0.34151995182037354,
"eval_runtime": 37.7802,
"eval_samples_per_second": 56.643,
"eval_steps_per_second": 0.053,
"step": 32
},
{
"epoch": 12.8,
"step": 32,
"total_flos": 0.0,
"train_loss": 0.2766976151615381,
"train_runtime": 2412.5227,
"train_samples_per_second": 127.714,
"train_steps_per_second": 0.013
}
],
"logging_steps": 10,
"max_steps": 32,
"num_input_tokens_seen": 0,
"num_train_epochs": 16,
"save_steps": 500,
"total_flos": 0.0,
"train_batch_size": 2000,
"trial_name": null,
"trial_params": null
}
|