bert_mnli_augmented / trainer_state.json
Elkelouizajo's picture
Upload 12 files
0475681 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"eval_steps": 500,
"global_step": 10005,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.25,
"grad_norm": 1.5337328910827637,
"learning_rate": 1.900049975012494e-05,
"loss": 0.4281,
"step": 500
},
{
"epoch": 0.5,
"grad_norm": 1.992353081703186,
"learning_rate": 1.8000999500249876e-05,
"loss": 0.2656,
"step": 1000
},
{
"epoch": 0.75,
"grad_norm": 1.4741365909576416,
"learning_rate": 1.7001499250374815e-05,
"loss": 0.263,
"step": 1500
},
{
"epoch": 1.0,
"grad_norm": 0.5607998967170715,
"learning_rate": 1.600199900049975e-05,
"loss": 0.2228,
"step": 2000
},
{
"epoch": 1.25,
"grad_norm": 56.73757553100586,
"learning_rate": 1.500249875062469e-05,
"loss": 0.1552,
"step": 2500
},
{
"epoch": 1.5,
"grad_norm": 10.09034252166748,
"learning_rate": 1.4002998500749626e-05,
"loss": 0.1395,
"step": 3000
},
{
"epoch": 1.75,
"grad_norm": 49.66099166870117,
"learning_rate": 1.3003498250874565e-05,
"loss": 0.1396,
"step": 3500
},
{
"epoch": 2.0,
"grad_norm": 1.33147394657135,
"learning_rate": 1.2003998000999502e-05,
"loss": 0.1468,
"step": 4000
},
{
"epoch": 2.25,
"grad_norm": 0.00538645638152957,
"learning_rate": 1.100449775112444e-05,
"loss": 0.0595,
"step": 4500
},
{
"epoch": 2.5,
"grad_norm": 1.2792365550994873,
"learning_rate": 1.0004997501249377e-05,
"loss": 0.0529,
"step": 5000
},
{
"epoch": 2.75,
"grad_norm": 0.09408382326364517,
"learning_rate": 9.005497251374314e-06,
"loss": 0.0578,
"step": 5500
},
{
"epoch": 3.0,
"grad_norm": 0.005479688756167889,
"learning_rate": 8.005997001499251e-06,
"loss": 0.0523,
"step": 6000
},
{
"epoch": 3.25,
"grad_norm": 0.0009208513656631112,
"learning_rate": 7.006496751624189e-06,
"loss": 0.0145,
"step": 6500
},
{
"epoch": 3.5,
"grad_norm": 0.2281578779220581,
"learning_rate": 6.006996501749126e-06,
"loss": 0.0129,
"step": 7000
},
{
"epoch": 3.75,
"grad_norm": 0.005618613678961992,
"learning_rate": 5.0074962518740634e-06,
"loss": 0.0162,
"step": 7500
},
{
"epoch": 4.0,
"grad_norm": 0.0017482700059190392,
"learning_rate": 4.0079960019990015e-06,
"loss": 0.0212,
"step": 8000
},
{
"epoch": 4.25,
"grad_norm": 0.0020746004302054644,
"learning_rate": 3.008495752123938e-06,
"loss": 0.0045,
"step": 8500
},
{
"epoch": 4.5,
"grad_norm": 0.0015063141472637653,
"learning_rate": 2.008995502248876e-06,
"loss": 0.006,
"step": 9000
},
{
"epoch": 4.75,
"grad_norm": 0.006012303754687309,
"learning_rate": 1.0094952523738132e-06,
"loss": 0.0064,
"step": 9500
},
{
"epoch": 5.0,
"grad_norm": 0.0025774994865059853,
"learning_rate": 9.995002498750625e-09,
"loss": 0.0067,
"step": 10000
},
{
"epoch": 5.0,
"step": 10005,
"total_flos": 1.863979218076416e+16,
"train_loss": 0.10352551692517793,
"train_runtime": 13226.2571,
"train_samples_per_second": 6.049,
"train_steps_per_second": 0.756
}
],
"logging_steps": 500,
"max_steps": 10005,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 1.863979218076416e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}