polejowska's picture
End of training
7447b89
{
"best_metric": 1.5818963050842285,
"best_model_checkpoint": "detr-r101-cd45rb-8ah-6l-256d-4096ffn-correcetd\\checkpoint-115150",
"epoch": 25.0,
"global_step": 115150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 9.501085540599219e-06,
"loss": 2.3194,
"step": 4606
},
{
"epoch": 1.0,
"eval_loss": 1.7874349355697632,
"eval_runtime": 255.9695,
"eval_samples_per_second": 6.958,
"eval_steps_per_second": 0.871,
"step": 4606
},
{
"epoch": 2.0,
"learning_rate": 9.001085540599219e-06,
"loss": 2.3461,
"step": 9212
},
{
"epoch": 2.0,
"eval_loss": 1.8375755548477173,
"eval_runtime": 255.8256,
"eval_samples_per_second": 6.962,
"eval_steps_per_second": 0.872,
"step": 9212
},
{
"epoch": 3.0,
"learning_rate": 8.501302648719063e-06,
"loss": 2.3028,
"step": 13818
},
{
"epoch": 3.0,
"eval_loss": 1.9087122678756714,
"eval_runtime": 255.4494,
"eval_samples_per_second": 6.972,
"eval_steps_per_second": 0.873,
"step": 13818
},
{
"epoch": 4.0,
"learning_rate": 8.001628310898828e-06,
"loss": 2.2979,
"step": 18424
},
{
"epoch": 4.0,
"eval_loss": 1.906615972518921,
"eval_runtime": 255.8122,
"eval_samples_per_second": 6.962,
"eval_steps_per_second": 0.872,
"step": 18424
},
{
"epoch": 5.0,
"learning_rate": 7.501736864958749e-06,
"loss": 2.273,
"step": 23030
},
{
"epoch": 5.0,
"eval_loss": 1.7688573598861694,
"eval_runtime": 223.3286,
"eval_samples_per_second": 7.975,
"eval_steps_per_second": 0.999,
"step": 23030
},
{
"epoch": 6.0,
"learning_rate": 7.001845419018671e-06,
"loss": 2.2372,
"step": 27636
},
{
"epoch": 6.0,
"eval_loss": 1.850079894065857,
"eval_runtime": 222.161,
"eval_samples_per_second": 8.017,
"eval_steps_per_second": 1.004,
"step": 27636
},
{
"epoch": 7.0,
"learning_rate": 6.501953973078594e-06,
"loss": 2.2429,
"step": 32242
},
{
"epoch": 7.0,
"eval_loss": 1.7625480890274048,
"eval_runtime": 221.7461,
"eval_samples_per_second": 8.032,
"eval_steps_per_second": 1.006,
"step": 32242
},
{
"epoch": 8.0,
"learning_rate": 6.0021710811984364e-06,
"loss": 2.2066,
"step": 36848
},
{
"epoch": 8.0,
"eval_loss": 1.7588337659835815,
"eval_runtime": 221.9488,
"eval_samples_per_second": 8.024,
"eval_steps_per_second": 1.005,
"step": 36848
},
{
"epoch": 9.0,
"learning_rate": 5.5023881893182805e-06,
"loss": 2.1914,
"step": 41454
},
{
"epoch": 9.0,
"eval_loss": 1.7061983346939087,
"eval_runtime": 260.572,
"eval_samples_per_second": 6.835,
"eval_steps_per_second": 0.856,
"step": 41454
},
{
"epoch": 10.0,
"learning_rate": 5.002605297438125e-06,
"loss": 2.1553,
"step": 46060
},
{
"epoch": 10.0,
"eval_loss": 1.706916093826294,
"eval_runtime": 254.0051,
"eval_samples_per_second": 7.012,
"eval_steps_per_second": 0.878,
"step": 46060
},
{
"epoch": 11.0,
"learning_rate": 4.502822405557969e-06,
"loss": 2.1302,
"step": 50666
},
{
"epoch": 11.0,
"eval_loss": 1.6863188743591309,
"eval_runtime": 253.207,
"eval_samples_per_second": 7.034,
"eval_steps_per_second": 0.881,
"step": 50666
},
{
"epoch": 12.0,
"learning_rate": 4.003039513677812e-06,
"loss": 2.1321,
"step": 55272
},
{
"epoch": 12.0,
"eval_loss": 1.7721848487854004,
"eval_runtime": 253.9074,
"eval_samples_per_second": 7.014,
"eval_steps_per_second": 0.878,
"step": 55272
},
{
"epoch": 13.0,
"learning_rate": 3.503148067737734e-06,
"loss": 2.1227,
"step": 59878
},
{
"epoch": 13.0,
"eval_loss": 1.6639100313186646,
"eval_runtime": 254.2906,
"eval_samples_per_second": 7.004,
"eval_steps_per_second": 0.877,
"step": 59878
},
{
"epoch": 14.0,
"learning_rate": 3.003365175857577e-06,
"loss": 2.087,
"step": 64484
},
{
"epoch": 14.0,
"eval_loss": 1.6486269235610962,
"eval_runtime": 254.2198,
"eval_samples_per_second": 7.006,
"eval_steps_per_second": 0.877,
"step": 64484
},
{
"epoch": 15.0,
"learning_rate": 2.5036908380373426e-06,
"loss": 2.0676,
"step": 69090
},
{
"epoch": 15.0,
"eval_loss": 1.6632195711135864,
"eval_runtime": 253.8344,
"eval_samples_per_second": 7.016,
"eval_steps_per_second": 0.879,
"step": 69090
},
{
"epoch": 16.0,
"learning_rate": 2.0036908380373427e-06,
"loss": 2.0604,
"step": 73696
},
{
"epoch": 16.0,
"eval_loss": 1.6428617238998413,
"eval_runtime": 252.8055,
"eval_samples_per_second": 7.045,
"eval_steps_per_second": 0.882,
"step": 73696
},
{
"epoch": 17.0,
"learning_rate": 1.5039079461571866e-06,
"loss": 2.0435,
"step": 78302
},
{
"epoch": 17.0,
"eval_loss": 1.6223891973495483,
"eval_runtime": 252.2863,
"eval_samples_per_second": 7.059,
"eval_steps_per_second": 0.884,
"step": 78302
},
{
"epoch": 18.0,
"learning_rate": 1.004233608336952e-06,
"loss": 2.0241,
"step": 82908
},
{
"epoch": 18.0,
"eval_loss": 1.632068157196045,
"eval_runtime": 255.263,
"eval_samples_per_second": 6.977,
"eval_steps_per_second": 0.874,
"step": 82908
},
{
"epoch": 19.0,
"learning_rate": 5.044507164567955e-07,
"loss": 2.0041,
"step": 87514
},
{
"epoch": 19.0,
"eval_loss": 1.5970158576965332,
"eval_runtime": 252.5106,
"eval_samples_per_second": 7.053,
"eval_steps_per_second": 0.883,
"step": 87514
},
{
"epoch": 20.0,
"learning_rate": 4.559270516717325e-09,
"loss": 1.9966,
"step": 92120
},
{
"epoch": 20.0,
"eval_loss": 1.5942937135696411,
"eval_runtime": 253.5474,
"eval_samples_per_second": 7.024,
"eval_steps_per_second": 0.88,
"step": 92120
},
{
"epoch": 21.0,
"learning_rate": 1.603821102909249e-06,
"loss": 2.0165,
"step": 96726
},
{
"epoch": 21.0,
"eval_loss": 1.6092338562011719,
"eval_runtime": 906.9743,
"eval_samples_per_second": 1.964,
"eval_steps_per_second": 0.246,
"step": 96726
},
{
"epoch": 22.0,
"learning_rate": 1.2039079461571863e-06,
"loss": 2.007,
"step": 101332
},
{
"epoch": 22.0,
"eval_loss": 1.5986328125,
"eval_runtime": 1255.6495,
"eval_samples_per_second": 1.418,
"eval_steps_per_second": 0.178,
"step": 101332
},
{
"epoch": 23.0,
"learning_rate": 8.039947894051238e-07,
"loss": 2.0009,
"step": 105938
},
{
"epoch": 23.0,
"eval_loss": 1.5931391716003418,
"eval_runtime": 1400.4232,
"eval_samples_per_second": 1.272,
"eval_steps_per_second": 0.159,
"step": 105938
},
{
"epoch": 24.0,
"learning_rate": 4.041684759009987e-07,
"loss": 1.992,
"step": 110544
},
{
"epoch": 24.0,
"eval_loss": 1.5898462533950806,
"eval_runtime": 1322.312,
"eval_samples_per_second": 1.347,
"eval_steps_per_second": 0.169,
"step": 110544
},
{
"epoch": 25.0,
"learning_rate": 4.342162396873643e-09,
"loss": 1.9769,
"step": 115150
},
{
"epoch": 25.0,
"eval_loss": 1.5818963050842285,
"eval_runtime": 1441.7733,
"eval_samples_per_second": 1.235,
"eval_steps_per_second": 0.155,
"step": 115150
},
{
"epoch": 25.0,
"step": 115150,
"total_flos": 3.874481502652799e+20,
"train_loss": 0.3997329824549501,
"train_runtime": 88532.2397,
"train_samples_per_second": 5.202,
"train_steps_per_second": 1.301
}
],
"max_steps": 115150,
"num_train_epochs": 25,
"total_flos": 3.874481502652799e+20,
"trial_name": null,
"trial_params": null
}