cds_np_30 / checkpoint-9900 /trainer_state.json
fpadovani's picture
Training in progress, step 9900, checkpoint
1ddacac verified
{
"best_global_step": 5445,
"best_metric": 3.0573878288269043,
"best_model_checkpoint": null,
"epoch": 20.0,
"eval_steps": 500,
"global_step": 9900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00202020202020202,
"grad_norm": 27.369495391845703,
"learning_rate": 0.0,
"loss": 10.3689,
"step": 1
},
{
"epoch": 1.0,
"grad_norm": 1.4256974458694458,
"learning_rate": 9.88e-05,
"loss": 4.8295,
"step": 495
},
{
"epoch": 1.0,
"eval_loss": 3.7844455242156982,
"eval_runtime": 19.6614,
"eval_samples_per_second": 1616.87,
"eval_steps_per_second": 6.358,
"step": 495
},
{
"epoch": 2.0,
"grad_norm": 1.164453148841858,
"learning_rate": 9.478678038379531e-05,
"loss": 3.5371,
"step": 990
},
{
"epoch": 2.0,
"eval_loss": 3.4359753131866455,
"eval_runtime": 19.6774,
"eval_samples_per_second": 1615.558,
"eval_steps_per_second": 6.352,
"step": 990
},
{
"epoch": 3.0,
"grad_norm": 1.0340933799743652,
"learning_rate": 8.950959488272922e-05,
"loss": 3.2797,
"step": 1485
},
{
"epoch": 3.0,
"eval_loss": 3.2933497428894043,
"eval_runtime": 19.6096,
"eval_samples_per_second": 1621.145,
"eval_steps_per_second": 6.374,
"step": 1485
},
{
"epoch": 4.0,
"grad_norm": 1.068572998046875,
"learning_rate": 8.42324093816631e-05,
"loss": 3.1349,
"step": 1980
},
{
"epoch": 4.0,
"eval_loss": 3.207876443862915,
"eval_runtime": 19.9041,
"eval_samples_per_second": 1597.16,
"eval_steps_per_second": 6.28,
"step": 1980
},
{
"epoch": 5.0,
"grad_norm": 1.0857131481170654,
"learning_rate": 7.895522388059702e-05,
"loss": 3.0332,
"step": 2475
},
{
"epoch": 5.0,
"eval_loss": 3.1527912616729736,
"eval_runtime": 19.6429,
"eval_samples_per_second": 1618.398,
"eval_steps_per_second": 6.364,
"step": 2475
},
{
"epoch": 6.0,
"grad_norm": 1.0869224071502686,
"learning_rate": 7.367803837953093e-05,
"loss": 2.9527,
"step": 2970
},
{
"epoch": 6.0,
"eval_loss": 3.1138641834259033,
"eval_runtime": 19.7113,
"eval_samples_per_second": 1612.783,
"eval_steps_per_second": 6.342,
"step": 2970
},
{
"epoch": 7.0,
"grad_norm": 1.11025869846344,
"learning_rate": 6.840085287846483e-05,
"loss": 2.8841,
"step": 3465
},
{
"epoch": 7.0,
"eval_loss": 3.091607093811035,
"eval_runtime": 19.6526,
"eval_samples_per_second": 1617.6,
"eval_steps_per_second": 6.36,
"step": 3465
},
{
"epoch": 8.0,
"grad_norm": 1.156492829322815,
"learning_rate": 6.312366737739872e-05,
"loss": 2.824,
"step": 3960
},
{
"epoch": 8.0,
"eval_loss": 3.074742555618286,
"eval_runtime": 19.9556,
"eval_samples_per_second": 1593.036,
"eval_steps_per_second": 6.264,
"step": 3960
},
{
"epoch": 9.0,
"grad_norm": 1.2233030796051025,
"learning_rate": 5.784648187633263e-05,
"loss": 2.7682,
"step": 4455
},
{
"epoch": 9.0,
"eval_loss": 3.062962293624878,
"eval_runtime": 19.6864,
"eval_samples_per_second": 1614.821,
"eval_steps_per_second": 6.35,
"step": 4455
},
{
"epoch": 10.0,
"grad_norm": 1.3041876554489136,
"learning_rate": 5.256929637526653e-05,
"loss": 2.7163,
"step": 4950
},
{
"epoch": 10.0,
"eval_loss": 3.059563636779785,
"eval_runtime": 19.6977,
"eval_samples_per_second": 1613.894,
"eval_steps_per_second": 6.346,
"step": 4950
},
{
"epoch": 11.0,
"grad_norm": 1.3490029573440552,
"learning_rate": 4.7292110874200426e-05,
"loss": 2.6677,
"step": 5445
},
{
"epoch": 11.0,
"eval_loss": 3.0573878288269043,
"eval_runtime": 19.6953,
"eval_samples_per_second": 1614.092,
"eval_steps_per_second": 6.347,
"step": 5445
},
{
"epoch": 12.0,
"grad_norm": 1.4894585609436035,
"learning_rate": 4.201492537313433e-05,
"loss": 2.6216,
"step": 5940
},
{
"epoch": 12.0,
"eval_loss": 3.062603712081909,
"eval_runtime": 19.9746,
"eval_samples_per_second": 1591.524,
"eval_steps_per_second": 6.258,
"step": 5940
},
{
"epoch": 13.0,
"grad_norm": 1.5706915855407715,
"learning_rate": 3.673773987206823e-05,
"loss": 2.576,
"step": 6435
},
{
"epoch": 13.0,
"eval_loss": 3.07055401802063,
"eval_runtime": 19.7413,
"eval_samples_per_second": 1610.326,
"eval_steps_per_second": 6.332,
"step": 6435
},
{
"epoch": 14.0,
"grad_norm": 1.7185755968093872,
"learning_rate": 3.1460554371002134e-05,
"loss": 2.5352,
"step": 6930
},
{
"epoch": 14.0,
"eval_loss": 3.074070453643799,
"eval_runtime": 19.7238,
"eval_samples_per_second": 1611.759,
"eval_steps_per_second": 6.338,
"step": 6930
},
{
"epoch": 15.0,
"grad_norm": 1.6921051740646362,
"learning_rate": 2.6183368869936037e-05,
"loss": 2.4975,
"step": 7425
},
{
"epoch": 15.0,
"eval_loss": 3.085761785507202,
"eval_runtime": 19.7187,
"eval_samples_per_second": 1612.175,
"eval_steps_per_second": 6.339,
"step": 7425
},
{
"epoch": 16.0,
"grad_norm": 1.8211185932159424,
"learning_rate": 2.0906183368869936e-05,
"loss": 2.4642,
"step": 7920
},
{
"epoch": 16.0,
"eval_loss": 3.093783140182495,
"eval_runtime": 19.6893,
"eval_samples_per_second": 1614.581,
"eval_steps_per_second": 6.349,
"step": 7920
},
{
"epoch": 17.0,
"grad_norm": 1.937579870223999,
"learning_rate": 1.562899786780384e-05,
"loss": 2.435,
"step": 8415
},
{
"epoch": 17.0,
"eval_loss": 3.103745698928833,
"eval_runtime": 19.6907,
"eval_samples_per_second": 1614.467,
"eval_steps_per_second": 6.348,
"step": 8415
},
{
"epoch": 18.0,
"grad_norm": 1.9639313220977783,
"learning_rate": 1.035181236673774e-05,
"loss": 2.4088,
"step": 8910
},
{
"epoch": 18.0,
"eval_loss": 3.1111936569213867,
"eval_runtime": 19.7749,
"eval_samples_per_second": 1607.595,
"eval_steps_per_second": 6.321,
"step": 8910
},
{
"epoch": 19.0,
"grad_norm": 1.9801260232925415,
"learning_rate": 5.074626865671642e-06,
"loss": 2.3869,
"step": 9405
},
{
"epoch": 19.0,
"eval_loss": 3.117586135864258,
"eval_runtime": 19.7606,
"eval_samples_per_second": 1608.761,
"eval_steps_per_second": 6.326,
"step": 9405
}
],
"logging_steps": 500,
"max_steps": 9900,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.6536258183168e+17,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}