FL-Invasive-Bird-Detector / trainer_state.json
Samrita's picture
Upload folder using huggingface_hub
f43e253
{
"best_metric": 0.035480156540870667,
"best_model_checkpoint": "./FL-birds/checkpoint-500",
"epoch": 3.0120481927710845,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.06,
"learning_rate": 0.00019698795180722893,
"loss": 1.6629,
"step": 10
},
{
"epoch": 0.12,
"learning_rate": 0.00019397590361445782,
"loss": 1.0702,
"step": 20
},
{
"epoch": 0.18,
"learning_rate": 0.00019096385542168677,
"loss": 0.6424,
"step": 30
},
{
"epoch": 0.24,
"learning_rate": 0.00018795180722891569,
"loss": 0.4989,
"step": 40
},
{
"epoch": 0.3,
"learning_rate": 0.00018493975903614458,
"loss": 0.352,
"step": 50
},
{
"epoch": 0.36,
"learning_rate": 0.0001819277108433735,
"loss": 0.3337,
"step": 60
},
{
"epoch": 0.42,
"learning_rate": 0.00017891566265060242,
"loss": 0.2032,
"step": 70
},
{
"epoch": 0.48,
"learning_rate": 0.00017590361445783134,
"loss": 0.1717,
"step": 80
},
{
"epoch": 0.54,
"learning_rate": 0.00017289156626506026,
"loss": 0.171,
"step": 90
},
{
"epoch": 0.6,
"learning_rate": 0.00016987951807228917,
"loss": 0.1569,
"step": 100
},
{
"epoch": 0.6,
"eval_accuracy": 0.9512195121951219,
"eval_loss": 0.18708132207393646,
"eval_runtime": 4.0708,
"eval_samples_per_second": 60.431,
"eval_steps_per_second": 7.615,
"step": 100
},
{
"epoch": 0.66,
"learning_rate": 0.0001668674698795181,
"loss": 0.1336,
"step": 110
},
{
"epoch": 0.72,
"learning_rate": 0.00016385542168674699,
"loss": 0.1721,
"step": 120
},
{
"epoch": 0.78,
"learning_rate": 0.0001608433734939759,
"loss": 0.0869,
"step": 130
},
{
"epoch": 0.84,
"learning_rate": 0.00015783132530120482,
"loss": 0.1885,
"step": 140
},
{
"epoch": 0.9,
"learning_rate": 0.00015481927710843374,
"loss": 0.0992,
"step": 150
},
{
"epoch": 0.96,
"learning_rate": 0.00015180722891566266,
"loss": 0.0944,
"step": 160
},
{
"epoch": 1.02,
"learning_rate": 0.00014879518072289158,
"loss": 0.072,
"step": 170
},
{
"epoch": 1.08,
"learning_rate": 0.00014578313253012047,
"loss": 0.0655,
"step": 180
},
{
"epoch": 1.14,
"learning_rate": 0.0001427710843373494,
"loss": 0.0491,
"step": 190
},
{
"epoch": 1.2,
"learning_rate": 0.00013975903614457834,
"loss": 0.0569,
"step": 200
},
{
"epoch": 1.2,
"eval_accuracy": 0.9796747967479674,
"eval_loss": 0.10953661054372787,
"eval_runtime": 4.231,
"eval_samples_per_second": 58.142,
"eval_steps_per_second": 7.327,
"step": 200
},
{
"epoch": 1.27,
"learning_rate": 0.00013674698795180723,
"loss": 0.061,
"step": 210
},
{
"epoch": 1.33,
"learning_rate": 0.00013373493975903615,
"loss": 0.0531,
"step": 220
},
{
"epoch": 1.39,
"learning_rate": 0.00013072289156626507,
"loss": 0.0277,
"step": 230
},
{
"epoch": 1.45,
"learning_rate": 0.00012771084337349396,
"loss": 0.0236,
"step": 240
},
{
"epoch": 1.51,
"learning_rate": 0.00012469879518072288,
"loss": 0.0215,
"step": 250
},
{
"epoch": 1.57,
"learning_rate": 0.00012168674698795181,
"loss": 0.026,
"step": 260
},
{
"epoch": 1.63,
"learning_rate": 0.00011867469879518073,
"loss": 0.0672,
"step": 270
},
{
"epoch": 1.69,
"learning_rate": 0.00011566265060240964,
"loss": 0.0278,
"step": 280
},
{
"epoch": 1.75,
"learning_rate": 0.00011265060240963856,
"loss": 0.0186,
"step": 290
},
{
"epoch": 1.81,
"learning_rate": 0.00010963855421686749,
"loss": 0.0176,
"step": 300
},
{
"epoch": 1.81,
"eval_accuracy": 0.9878048780487805,
"eval_loss": 0.049860063940286636,
"eval_runtime": 4.1605,
"eval_samples_per_second": 59.127,
"eval_steps_per_second": 7.451,
"step": 300
},
{
"epoch": 1.87,
"learning_rate": 0.00010662650602409638,
"loss": 0.0166,
"step": 310
},
{
"epoch": 1.93,
"learning_rate": 0.0001036144578313253,
"loss": 0.043,
"step": 320
},
{
"epoch": 1.99,
"learning_rate": 0.00010060240963855423,
"loss": 0.0464,
"step": 330
},
{
"epoch": 2.05,
"learning_rate": 9.759036144578314e-05,
"loss": 0.0149,
"step": 340
},
{
"epoch": 2.11,
"learning_rate": 9.457831325301205e-05,
"loss": 0.0379,
"step": 350
},
{
"epoch": 2.17,
"learning_rate": 9.156626506024096e-05,
"loss": 0.0134,
"step": 360
},
{
"epoch": 2.23,
"learning_rate": 8.855421686746988e-05,
"loss": 0.0126,
"step": 370
},
{
"epoch": 2.29,
"learning_rate": 8.55421686746988e-05,
"loss": 0.0123,
"step": 380
},
{
"epoch": 2.35,
"learning_rate": 8.253012048192772e-05,
"loss": 0.012,
"step": 390
},
{
"epoch": 2.41,
"learning_rate": 7.951807228915663e-05,
"loss": 0.0113,
"step": 400
},
{
"epoch": 2.41,
"eval_accuracy": 0.983739837398374,
"eval_loss": 0.04573996365070343,
"eval_runtime": 3.9545,
"eval_samples_per_second": 62.208,
"eval_steps_per_second": 7.839,
"step": 400
},
{
"epoch": 2.47,
"learning_rate": 7.650602409638555e-05,
"loss": 0.0113,
"step": 410
},
{
"epoch": 2.53,
"learning_rate": 7.349397590361447e-05,
"loss": 0.0106,
"step": 420
},
{
"epoch": 2.59,
"learning_rate": 7.048192771084337e-05,
"loss": 0.0105,
"step": 430
},
{
"epoch": 2.65,
"learning_rate": 6.746987951807229e-05,
"loss": 0.0102,
"step": 440
},
{
"epoch": 2.71,
"learning_rate": 6.445783132530121e-05,
"loss": 0.0101,
"step": 450
},
{
"epoch": 2.77,
"learning_rate": 6.144578313253012e-05,
"loss": 0.0098,
"step": 460
},
{
"epoch": 2.83,
"learning_rate": 5.843373493975904e-05,
"loss": 0.0097,
"step": 470
},
{
"epoch": 2.89,
"learning_rate": 5.5421686746987955e-05,
"loss": 0.0094,
"step": 480
},
{
"epoch": 2.95,
"learning_rate": 5.240963855421687e-05,
"loss": 0.0092,
"step": 490
},
{
"epoch": 3.01,
"learning_rate": 4.9397590361445786e-05,
"loss": 0.009,
"step": 500
},
{
"epoch": 3.01,
"eval_accuracy": 0.9959349593495935,
"eval_loss": 0.035480156540870667,
"eval_runtime": 3.9575,
"eval_samples_per_second": 62.16,
"eval_steps_per_second": 7.833,
"step": 500
}
],
"max_steps": 664,
"num_train_epochs": 4,
"total_flos": 6.190337528168694e+17,
"trial_name": null,
"trial_params": null
}