t1msan's picture
End of training
56bd729 verified
raw
history blame contribute delete
No virus
5.9 kB
{
"best_metric": 0.0002610796655062586,
"best_model_checkpoint": "convnext-base-384-22k-1k-Kontur-competition-1.3K/checkpoint-135",
"epoch": 14.210526315789474,
"eval_steps": 500,
"global_step": 135,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.95,
"eval_loss": 0.5273232460021973,
"eval_runtime": 5.3966,
"eval_samples_per_second": 24.645,
"eval_steps_per_second": 0.927,
"step": 9
},
{
"epoch": 1.05,
"grad_norm": 14.016679763793945,
"learning_rate": 3.571428571428572e-05,
"loss": 0.6611,
"step": 10
},
{
"epoch": 2.0,
"eval_loss": 0.15177780389785767,
"eval_runtime": 4.4294,
"eval_samples_per_second": 30.027,
"eval_steps_per_second": 1.129,
"step": 19
},
{
"epoch": 2.11,
"grad_norm": 3.7719967365264893,
"learning_rate": 4.75206611570248e-05,
"loss": 0.2686,
"step": 20
},
{
"epoch": 2.95,
"eval_loss": 0.026649044826626778,
"eval_runtime": 4.3155,
"eval_samples_per_second": 30.819,
"eval_steps_per_second": 1.159,
"step": 28
},
{
"epoch": 3.16,
"grad_norm": 9.589371681213379,
"learning_rate": 4.338842975206612e-05,
"loss": 0.0899,
"step": 30
},
{
"epoch": 4.0,
"eval_loss": 0.00659002223983407,
"eval_runtime": 4.3662,
"eval_samples_per_second": 30.461,
"eval_steps_per_second": 1.145,
"step": 38
},
{
"epoch": 4.21,
"grad_norm": 24.757675170898438,
"learning_rate": 3.925619834710744e-05,
"loss": 0.0379,
"step": 40
},
{
"epoch": 4.95,
"eval_loss": 0.002536825370043516,
"eval_runtime": 4.318,
"eval_samples_per_second": 30.802,
"eval_steps_per_second": 1.158,
"step": 47
},
{
"epoch": 5.26,
"grad_norm": 0.6816350221633911,
"learning_rate": 3.512396694214876e-05,
"loss": 0.0202,
"step": 50
},
{
"epoch": 6.0,
"eval_loss": 0.0019522847142070532,
"eval_runtime": 4.4042,
"eval_samples_per_second": 30.199,
"eval_steps_per_second": 1.135,
"step": 57
},
{
"epoch": 6.32,
"grad_norm": 0.10703104734420776,
"learning_rate": 3.099173553719008e-05,
"loss": 0.0048,
"step": 60
},
{
"epoch": 6.95,
"eval_loss": 0.00098791706841439,
"eval_runtime": 4.3638,
"eval_samples_per_second": 30.478,
"eval_steps_per_second": 1.146,
"step": 66
},
{
"epoch": 7.37,
"grad_norm": 4.492315292358398,
"learning_rate": 2.6859504132231405e-05,
"loss": 0.0056,
"step": 70
},
{
"epoch": 8.0,
"eval_loss": 0.001134931342676282,
"eval_runtime": 4.3514,
"eval_samples_per_second": 30.565,
"eval_steps_per_second": 1.149,
"step": 76
},
{
"epoch": 8.42,
"grad_norm": 0.05526771396398544,
"learning_rate": 2.272727272727273e-05,
"loss": 0.0011,
"step": 80
},
{
"epoch": 8.95,
"eval_loss": 0.0004670162743423134,
"eval_runtime": 4.379,
"eval_samples_per_second": 30.372,
"eval_steps_per_second": 1.142,
"step": 85
},
{
"epoch": 9.47,
"grad_norm": 2.763624906539917,
"learning_rate": 1.859504132231405e-05,
"loss": 0.0017,
"step": 90
},
{
"epoch": 10.0,
"eval_loss": 0.0014447210123762488,
"eval_runtime": 4.3565,
"eval_samples_per_second": 30.529,
"eval_steps_per_second": 1.148,
"step": 95
},
{
"epoch": 10.53,
"grad_norm": 0.29414886236190796,
"learning_rate": 1.4462809917355372e-05,
"loss": 0.0076,
"step": 100
},
{
"epoch": 10.95,
"eval_loss": 0.0004167805891484022,
"eval_runtime": 4.5875,
"eval_samples_per_second": 28.992,
"eval_steps_per_second": 1.09,
"step": 104
},
{
"epoch": 11.58,
"grad_norm": 0.02740568295121193,
"learning_rate": 1.0330578512396695e-05,
"loss": 0.0018,
"step": 110
},
{
"epoch": 12.0,
"eval_loss": 0.0003142206114716828,
"eval_runtime": 4.7253,
"eval_samples_per_second": 28.146,
"eval_steps_per_second": 1.058,
"step": 114
},
{
"epoch": 12.63,
"grad_norm": 0.06253942847251892,
"learning_rate": 6.198347107438017e-06,
"loss": 0.0027,
"step": 120
},
{
"epoch": 12.95,
"eval_loss": 0.0002625222550705075,
"eval_runtime": 4.4194,
"eval_samples_per_second": 30.094,
"eval_steps_per_second": 1.131,
"step": 123
},
{
"epoch": 13.68,
"grad_norm": 0.3781050741672516,
"learning_rate": 2.066115702479339e-06,
"loss": 0.0008,
"step": 130
},
{
"epoch": 14.0,
"eval_loss": 0.00026170219643972814,
"eval_runtime": 4.4435,
"eval_samples_per_second": 29.931,
"eval_steps_per_second": 1.125,
"step": 133
},
{
"epoch": 14.21,
"eval_loss": 0.0002610796655062586,
"eval_runtime": 4.4227,
"eval_samples_per_second": 30.072,
"eval_steps_per_second": 1.131,
"step": 135
},
{
"epoch": 14.21,
"step": 135,
"total_flos": 3.9447179555061105e+18,
"train_loss": 0.08187244446534249,
"train_runtime": 1269.7055,
"train_samples_per_second": 14.106,
"train_steps_per_second": 0.106
}
],
"logging_steps": 10,
"max_steps": 135,
"num_input_tokens_seen": 0,
"num_train_epochs": 15,
"save_steps": 500,
"total_flos": 3.9447179555061105e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}