detr-r50-cd45rb-8ah-4l-1cost / trainer_state.json
polejowska's picture
End of training
1d7a19a
raw
history blame
7.13 kB
{
"best_metric": 1.0859479904174805,
"best_model_checkpoint": "detr-r50-cd45rb-8ah-4l-1cost\\checkpoint-92120",
"epoch": 20.0,
"global_step": 92120,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 9.001736864958749e-07,
"loss": 1.7758,
"step": 4606
},
{
"epoch": 1.0,
"eval_loss": 1.3047956228256226,
"eval_runtime": 202.7594,
"eval_samples_per_second": 8.784,
"eval_steps_per_second": 1.1,
"step": 4606
},
{
"epoch": 2.0,
"learning_rate": 8.001953973078592e-07,
"loss": 1.6314,
"step": 9212
},
{
"epoch": 2.0,
"eval_loss": 1.2280656099319458,
"eval_runtime": 201.0252,
"eval_samples_per_second": 8.86,
"eval_steps_per_second": 1.109,
"step": 9212
},
{
"epoch": 3.0,
"learning_rate": 7.002171081198437e-07,
"loss": 1.5709,
"step": 13818
},
{
"epoch": 3.0,
"eval_loss": 1.1943721771240234,
"eval_runtime": 201.1593,
"eval_samples_per_second": 8.854,
"eval_steps_per_second": 1.109,
"step": 13818
},
{
"epoch": 4.0,
"learning_rate": 6.002605297438123e-07,
"loss": 1.5368,
"step": 18424
},
{
"epoch": 4.0,
"eval_loss": 1.1701624393463135,
"eval_runtime": 201.4465,
"eval_samples_per_second": 8.841,
"eval_steps_per_second": 1.107,
"step": 18424
},
{
"epoch": 5.0,
"learning_rate": 5.003039513677811e-07,
"loss": 1.5132,
"step": 23030
},
{
"epoch": 5.0,
"eval_loss": 1.149705171585083,
"eval_runtime": 201.015,
"eval_samples_per_second": 8.86,
"eval_steps_per_second": 1.109,
"step": 23030
},
{
"epoch": 6.0,
"learning_rate": 4.003256621797655e-07,
"loss": 1.4929,
"step": 27636
},
{
"epoch": 6.0,
"eval_loss": 1.1418626308441162,
"eval_runtime": 200.9658,
"eval_samples_per_second": 8.862,
"eval_steps_per_second": 1.11,
"step": 27636
},
{
"epoch": 7.0,
"learning_rate": 3.0036908380373426e-07,
"loss": 1.4803,
"step": 32242
},
{
"epoch": 7.0,
"eval_loss": 1.1298332214355469,
"eval_runtime": 201.243,
"eval_samples_per_second": 8.85,
"eval_steps_per_second": 1.108,
"step": 32242
},
{
"epoch": 8.0,
"learning_rate": 2.003907946157186e-07,
"loss": 1.4703,
"step": 36848
},
{
"epoch": 8.0,
"eval_loss": 1.1245805025100708,
"eval_runtime": 200.8739,
"eval_samples_per_second": 8.866,
"eval_steps_per_second": 1.11,
"step": 36848
},
{
"epoch": 9.0,
"learning_rate": 1.0041250542770299e-07,
"loss": 1.4655,
"step": 41454
},
{
"epoch": 9.0,
"eval_loss": 1.1222434043884277,
"eval_runtime": 200.6019,
"eval_samples_per_second": 8.878,
"eval_steps_per_second": 1.112,
"step": 41454
},
{
"epoch": 10.0,
"learning_rate": 4.776378636561007e-10,
"loss": 1.4625,
"step": 46060
},
{
"epoch": 10.0,
"eval_loss": 1.122222661972046,
"eval_runtime": 200.6227,
"eval_samples_per_second": 8.877,
"eval_steps_per_second": 1.112,
"step": 46060
},
{
"epoch": 11.0,
"learning_rate": 4.502496743378202e-07,
"loss": 1.4579,
"step": 50666
},
{
"epoch": 11.0,
"eval_loss": 1.1178261041641235,
"eval_runtime": 201.3314,
"eval_samples_per_second": 8.846,
"eval_steps_per_second": 1.108,
"step": 50666
},
{
"epoch": 12.0,
"learning_rate": 4.0027138514980457e-07,
"loss": 1.4529,
"step": 55272
},
{
"epoch": 12.0,
"eval_loss": 1.1085678339004517,
"eval_runtime": 200.8718,
"eval_samples_per_second": 8.866,
"eval_steps_per_second": 1.11,
"step": 55272
},
{
"epoch": 13.0,
"learning_rate": 3.5028224055579677e-07,
"loss": 1.4397,
"step": 59878
},
{
"epoch": 13.0,
"eval_loss": 1.103363275527954,
"eval_runtime": 203.7656,
"eval_samples_per_second": 8.74,
"eval_steps_per_second": 1.094,
"step": 59878
},
{
"epoch": 14.0,
"learning_rate": 3.003039513677811e-07,
"loss": 1.4366,
"step": 64484
},
{
"epoch": 14.0,
"eval_loss": 1.0989503860473633,
"eval_runtime": 200.8632,
"eval_samples_per_second": 8.867,
"eval_steps_per_second": 1.11,
"step": 64484
},
{
"epoch": 15.0,
"learning_rate": 2.503256621797655e-07,
"loss": 1.425,
"step": 69090
},
{
"epoch": 15.0,
"eval_loss": 1.0942606925964355,
"eval_runtime": 201.1548,
"eval_samples_per_second": 8.854,
"eval_steps_per_second": 1.109,
"step": 69090
},
{
"epoch": 16.0,
"learning_rate": 2.003473729917499e-07,
"loss": 1.4252,
"step": 73696
},
{
"epoch": 16.0,
"eval_loss": 1.0911729335784912,
"eval_runtime": 200.7701,
"eval_samples_per_second": 8.871,
"eval_steps_per_second": 1.111,
"step": 73696
},
{
"epoch": 17.0,
"learning_rate": 1.5035822839774206e-07,
"loss": 1.4215,
"step": 78302
},
{
"epoch": 17.0,
"eval_loss": 1.088094711303711,
"eval_runtime": 202.7396,
"eval_samples_per_second": 8.785,
"eval_steps_per_second": 1.1,
"step": 78302
},
{
"epoch": 18.0,
"learning_rate": 1.0037993920972644e-07,
"loss": 1.4188,
"step": 82908
},
{
"epoch": 18.0,
"eval_loss": 1.0874948501586914,
"eval_runtime": 200.0402,
"eval_samples_per_second": 8.903,
"eval_steps_per_second": 1.115,
"step": 82908
},
{
"epoch": 19.0,
"learning_rate": 5.0390794615718624e-08,
"loss": 1.4133,
"step": 87514
},
{
"epoch": 19.0,
"eval_loss": 1.0869966745376587,
"eval_runtime": 200.3439,
"eval_samples_per_second": 8.89,
"eval_steps_per_second": 1.113,
"step": 87514
},
{
"epoch": 20.0,
"learning_rate": 4.1250542770299607e-10,
"loss": 1.4152,
"step": 92120
},
{
"epoch": 20.0,
"eval_loss": 1.0859479904174805,
"eval_runtime": 200.8626,
"eval_samples_per_second": 8.867,
"eval_steps_per_second": 1.11,
"step": 92120
},
{
"epoch": 20.0,
"step": 92120,
"total_flos": 1.5150120318028805e+20,
"train_loss": 0.7153063927740312,
"train_runtime": 28368.5894,
"train_samples_per_second": 12.987,
"train_steps_per_second": 3.247
}
],
"max_steps": 92120,
"num_train_epochs": 20,
"total_flos": 1.5150120318028805e+20,
"trial_name": null,
"trial_params": null
}