dima806's picture
Upload folder using huggingface_hub
a124191 verified
raw
history blame
No virus
5.66 kB
{
"best_metric": 3.302131175994873,
"best_model_checkpoint": "car_brands_image_detection/checkpoint-13060",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 13060,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"grad_norm": 7.455317497253418,
"learning_rate": 1.9308224442736356e-06,
"loss": 3.4846,
"step": 500
},
{
"epoch": 0.31,
"grad_norm": 4.010385036468506,
"learning_rate": 1.8539584934665642e-06,
"loss": 3.4587,
"step": 1000
},
{
"epoch": 0.46,
"grad_norm": 4.901058673858643,
"learning_rate": 1.7770945426594927e-06,
"loss": 3.45,
"step": 1500
},
{
"epoch": 0.61,
"grad_norm": 5.844404220581055,
"learning_rate": 1.700230591852421e-06,
"loss": 3.4339,
"step": 2000
},
{
"epoch": 0.77,
"grad_norm": 5.998371124267578,
"learning_rate": 1.6233666410453497e-06,
"loss": 3.414,
"step": 2500
},
{
"epoch": 0.92,
"grad_norm": 5.008224010467529,
"learning_rate": 1.5465026902382784e-06,
"loss": 3.3956,
"step": 3000
},
{
"epoch": 1.0,
"eval_accuracy": 0.541320237223395,
"eval_loss": 3.4782135486602783,
"eval_runtime": 711.0751,
"eval_samples_per_second": 97.935,
"eval_steps_per_second": 12.242,
"step": 3265
},
{
"epoch": 1.07,
"grad_norm": 4.298598766326904,
"learning_rate": 1.4696387394312066e-06,
"loss": 3.3699,
"step": 3500
},
{
"epoch": 1.23,
"grad_norm": 4.588273525238037,
"learning_rate": 1.3927747886241352e-06,
"loss": 3.3439,
"step": 4000
},
{
"epoch": 1.38,
"grad_norm": 5.975885391235352,
"learning_rate": 1.3159108378170639e-06,
"loss": 3.3162,
"step": 4500
},
{
"epoch": 1.53,
"grad_norm": 4.5131096839904785,
"learning_rate": 1.239046887009992e-06,
"loss": 3.306,
"step": 5000
},
{
"epoch": 1.68,
"grad_norm": 4.919468879699707,
"learning_rate": 1.1621829362029207e-06,
"loss": 3.2967,
"step": 5500
},
{
"epoch": 1.84,
"grad_norm": 5.679530143737793,
"learning_rate": 1.0853189853958494e-06,
"loss": 3.273,
"step": 6000
},
{
"epoch": 1.99,
"grad_norm": 5.218754768371582,
"learning_rate": 1.0084550345887778e-06,
"loss": 3.2877,
"step": 6500
},
{
"epoch": 2.0,
"eval_accuracy": 0.552879851807177,
"eval_loss": 3.3825206756591797,
"eval_runtime": 1330.9633,
"eval_samples_per_second": 52.322,
"eval_steps_per_second": 6.54,
"step": 6530
},
{
"epoch": 2.14,
"grad_norm": 5.154468059539795,
"learning_rate": 9.315910837817063e-07,
"loss": 3.222,
"step": 7000
},
{
"epoch": 2.3,
"grad_norm": 4.286391735076904,
"learning_rate": 8.547271329746349e-07,
"loss": 3.2313,
"step": 7500
},
{
"epoch": 2.45,
"grad_norm": 5.875144004821777,
"learning_rate": 7.778631821675634e-07,
"loss": 3.2207,
"step": 8000
},
{
"epoch": 2.6,
"grad_norm": 5.433847904205322,
"learning_rate": 7.009992313604919e-07,
"loss": 3.2325,
"step": 8500
},
{
"epoch": 2.76,
"grad_norm": 4.9686102867126465,
"learning_rate": 6.241352805534205e-07,
"loss": 3.2162,
"step": 9000
},
{
"epoch": 2.91,
"grad_norm": 4.758098125457764,
"learning_rate": 5.472713297463489e-07,
"loss": 3.2061,
"step": 9500
},
{
"epoch": 3.0,
"eval_accuracy": 0.5644394663909591,
"eval_loss": 3.3224754333496094,
"eval_runtime": 709.8901,
"eval_samples_per_second": 98.098,
"eval_steps_per_second": 12.262,
"step": 9795
},
{
"epoch": 3.06,
"grad_norm": 5.5253729820251465,
"learning_rate": 4.7040737893927744e-07,
"loss": 3.1879,
"step": 10000
},
{
"epoch": 3.22,
"grad_norm": 5.2010908126831055,
"learning_rate": 3.9354342813220597e-07,
"loss": 3.1831,
"step": 10500
},
{
"epoch": 3.37,
"grad_norm": 5.191558837890625,
"learning_rate": 3.166794773251345e-07,
"loss": 3.1715,
"step": 11000
},
{
"epoch": 3.52,
"grad_norm": 5.484861850738525,
"learning_rate": 2.3981552651806304e-07,
"loss": 3.1752,
"step": 11500
},
{
"epoch": 3.68,
"grad_norm": 4.993890762329102,
"learning_rate": 1.6295157571099155e-07,
"loss": 3.1738,
"step": 12000
},
{
"epoch": 3.83,
"grad_norm": 4.897230625152588,
"learning_rate": 8.608762490392006e-08,
"loss": 3.171,
"step": 12500
},
{
"epoch": 3.98,
"grad_norm": 5.773993968963623,
"learning_rate": 9.223674096848577e-09,
"loss": 3.1716,
"step": 13000
},
{
"epoch": 4.0,
"eval_accuracy": 0.5659328824365657,
"eval_loss": 3.302131175994873,
"eval_runtime": 705.9576,
"eval_samples_per_second": 98.645,
"eval_steps_per_second": 12.331,
"step": 13060
}
],
"logging_steps": 500,
"max_steps": 13060,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 3.247178702686662e+19,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}