GPT2_medium / checkpoint-15010 /trainer_state.json
SamTcodes's picture
Upload 26 files
25a8234 verified
{
"best_metric": 1.5968663692474365,
"best_model_checkpoint": "/content/drive/MyDrive/GPT2_medium_trained_model/checkpoint-15000",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 15010,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1665556295802798,
"grad_norm": 0.349942684173584,
"learning_rate": 0.0001,
"loss": 2.3138,
"step": 500
},
{
"epoch": 0.1665556295802798,
"eval_loss": 1.781299114227295,
"eval_runtime": 45.0711,
"eval_samples_per_second": 33.303,
"eval_steps_per_second": 8.342,
"step": 500
},
{
"epoch": 0.3331112591605596,
"grad_norm": 0.34403911232948303,
"learning_rate": 9.655410062026189e-05,
"loss": 1.8307,
"step": 1000
},
{
"epoch": 0.3331112591605596,
"eval_loss": 1.7246960401535034,
"eval_runtime": 45.0478,
"eval_samples_per_second": 33.32,
"eval_steps_per_second": 8.347,
"step": 1000
},
{
"epoch": 0.4996668887408394,
"grad_norm": 0.39671897888183594,
"learning_rate": 9.310820124052379e-05,
"loss": 1.785,
"step": 1500
},
{
"epoch": 0.4996668887408394,
"eval_loss": 1.7043348550796509,
"eval_runtime": 45.0791,
"eval_samples_per_second": 33.297,
"eval_steps_per_second": 8.341,
"step": 1500
},
{
"epoch": 0.6662225183211192,
"grad_norm": 0.40807807445526123,
"learning_rate": 8.966230186078567e-05,
"loss": 1.7692,
"step": 2000
},
{
"epoch": 0.6662225183211192,
"eval_loss": 1.6906121969223022,
"eval_runtime": 45.0622,
"eval_samples_per_second": 33.31,
"eval_steps_per_second": 8.344,
"step": 2000
},
{
"epoch": 0.832778147901399,
"grad_norm": 0.4667167663574219,
"learning_rate": 8.621640248104756e-05,
"loss": 1.7505,
"step": 2500
},
{
"epoch": 0.832778147901399,
"eval_loss": 1.677463412284851,
"eval_runtime": 45.0632,
"eval_samples_per_second": 33.309,
"eval_steps_per_second": 8.344,
"step": 2500
},
{
"epoch": 0.9993337774816788,
"grad_norm": 0.4343186020851135,
"learning_rate": 8.277050310130945e-05,
"loss": 1.7475,
"step": 3000
},
{
"epoch": 0.9993337774816788,
"eval_loss": 1.6700527667999268,
"eval_runtime": 45.0648,
"eval_samples_per_second": 33.308,
"eval_steps_per_second": 8.344,
"step": 3000
},
{
"epoch": 1.1658894070619588,
"grad_norm": 0.45604434609413147,
"learning_rate": 7.932460372157134e-05,
"loss": 1.7341,
"step": 3500
},
{
"epoch": 1.1658894070619588,
"eval_loss": 1.659743309020996,
"eval_runtime": 45.0486,
"eval_samples_per_second": 33.32,
"eval_steps_per_second": 8.347,
"step": 3500
},
{
"epoch": 1.3324450366422385,
"grad_norm": 0.4247240126132965,
"learning_rate": 7.587870434183322e-05,
"loss": 1.734,
"step": 4000
},
{
"epoch": 1.3324450366422385,
"eval_loss": 1.6542617082595825,
"eval_runtime": 45.0632,
"eval_samples_per_second": 33.309,
"eval_steps_per_second": 8.344,
"step": 4000
},
{
"epoch": 1.4990006662225184,
"grad_norm": 0.42194628715515137,
"learning_rate": 7.243280496209511e-05,
"loss": 1.7152,
"step": 4500
},
{
"epoch": 1.4990006662225184,
"eval_loss": 1.6479216814041138,
"eval_runtime": 45.0448,
"eval_samples_per_second": 33.322,
"eval_steps_per_second": 8.347,
"step": 4500
},
{
"epoch": 1.6655562958027983,
"grad_norm": 0.48870036005973816,
"learning_rate": 6.8986905582357e-05,
"loss": 1.7146,
"step": 5000
},
{
"epoch": 1.6655562958027983,
"eval_loss": 1.6431379318237305,
"eval_runtime": 45.0495,
"eval_samples_per_second": 33.319,
"eval_steps_per_second": 8.346,
"step": 5000
},
{
"epoch": 1.832111925383078,
"grad_norm": 0.4430600106716156,
"learning_rate": 6.554100620261888e-05,
"loss": 1.7073,
"step": 5500
},
{
"epoch": 1.832111925383078,
"eval_loss": 1.6352075338363647,
"eval_runtime": 45.0591,
"eval_samples_per_second": 33.312,
"eval_steps_per_second": 8.345,
"step": 5500
},
{
"epoch": 1.9986675549633577,
"grad_norm": 0.4781087338924408,
"learning_rate": 6.209510682288078e-05,
"loss": 1.7011,
"step": 6000
},
{
"epoch": 1.9986675549633577,
"eval_loss": 1.6312915086746216,
"eval_runtime": 45.0576,
"eval_samples_per_second": 33.313,
"eval_steps_per_second": 8.345,
"step": 6000
},
{
"epoch": 2.1652231845436374,
"grad_norm": 0.4676028788089752,
"learning_rate": 5.864920744314266e-05,
"loss": 1.699,
"step": 6500
},
{
"epoch": 2.1652231845436374,
"eval_loss": 1.6273860931396484,
"eval_runtime": 45.0547,
"eval_samples_per_second": 33.315,
"eval_steps_per_second": 8.345,
"step": 6500
},
{
"epoch": 2.3317788141239175,
"grad_norm": 0.5153520703315735,
"learning_rate": 5.5203308063404545e-05,
"loss": 1.6886,
"step": 7000
},
{
"epoch": 2.3317788141239175,
"eval_loss": 1.622995138168335,
"eval_runtime": 45.0582,
"eval_samples_per_second": 33.312,
"eval_steps_per_second": 8.345,
"step": 7000
},
{
"epoch": 2.498334443704197,
"grad_norm": 0.44470497965812683,
"learning_rate": 5.1757408683666443e-05,
"loss": 1.6857,
"step": 7500
},
{
"epoch": 2.498334443704197,
"eval_loss": 1.6191588640213013,
"eval_runtime": 45.051,
"eval_samples_per_second": 33.318,
"eval_steps_per_second": 8.346,
"step": 7500
},
{
"epoch": 2.664890073284477,
"grad_norm": 0.517364501953125,
"learning_rate": 4.831150930392833e-05,
"loss": 1.6828,
"step": 8000
},
{
"epoch": 2.664890073284477,
"eval_loss": 1.6161798238754272,
"eval_runtime": 45.0439,
"eval_samples_per_second": 33.323,
"eval_steps_per_second": 8.347,
"step": 8000
},
{
"epoch": 2.831445702864757,
"grad_norm": 0.5027415752410889,
"learning_rate": 4.486560992419022e-05,
"loss": 1.6808,
"step": 8500
},
{
"epoch": 2.831445702864757,
"eval_loss": 1.6137065887451172,
"eval_runtime": 45.0572,
"eval_samples_per_second": 33.313,
"eval_steps_per_second": 8.345,
"step": 8500
},
{
"epoch": 2.9980013324450367,
"grad_norm": 0.47020256519317627,
"learning_rate": 4.1419710544452104e-05,
"loss": 1.6889,
"step": 9000
},
{
"epoch": 2.9980013324450367,
"eval_loss": 1.6114857196807861,
"eval_runtime": 45.0897,
"eval_samples_per_second": 33.289,
"eval_steps_per_second": 8.339,
"step": 9000
},
{
"epoch": 3.1645569620253164,
"grad_norm": 0.5054105520248413,
"learning_rate": 3.797381116471399e-05,
"loss": 1.6835,
"step": 9500
},
{
"epoch": 3.1645569620253164,
"eval_loss": 1.6083775758743286,
"eval_runtime": 45.0444,
"eval_samples_per_second": 33.323,
"eval_steps_per_second": 8.347,
"step": 9500
},
{
"epoch": 3.331112591605596,
"grad_norm": 0.4983905553817749,
"learning_rate": 3.452791178497588e-05,
"loss": 1.6733,
"step": 10000
},
{
"epoch": 3.331112591605596,
"eval_loss": 1.606980800628662,
"eval_runtime": 45.0583,
"eval_samples_per_second": 33.312,
"eval_steps_per_second": 8.345,
"step": 10000
},
{
"epoch": 3.497668221185876,
"grad_norm": 0.4818781316280365,
"learning_rate": 3.108201240523777e-05,
"loss": 1.6659,
"step": 10500
},
{
"epoch": 3.497668221185876,
"eval_loss": 1.6059489250183105,
"eval_runtime": 45.0647,
"eval_samples_per_second": 33.308,
"eval_steps_per_second": 8.344,
"step": 10500
},
{
"epoch": 3.664223850766156,
"grad_norm": 0.5904703140258789,
"learning_rate": 2.7636113025499656e-05,
"loss": 1.6701,
"step": 11000
},
{
"epoch": 3.664223850766156,
"eval_loss": 1.6036906242370605,
"eval_runtime": 45.0719,
"eval_samples_per_second": 33.302,
"eval_steps_per_second": 8.342,
"step": 11000
},
{
"epoch": 3.8307794803464357,
"grad_norm": 0.5586133003234863,
"learning_rate": 2.4190213645761544e-05,
"loss": 1.6688,
"step": 11500
},
{
"epoch": 3.8307794803464357,
"eval_loss": 1.6019277572631836,
"eval_runtime": 45.0455,
"eval_samples_per_second": 33.322,
"eval_steps_per_second": 8.347,
"step": 11500
},
{
"epoch": 3.9973351099267154,
"grad_norm": 0.525917649269104,
"learning_rate": 2.0744314266023432e-05,
"loss": 1.6627,
"step": 12000
},
{
"epoch": 3.9973351099267154,
"eval_loss": 1.60073983669281,
"eval_runtime": 45.0484,
"eval_samples_per_second": 33.32,
"eval_steps_per_second": 8.347,
"step": 12000
},
{
"epoch": 4.1638907395069955,
"grad_norm": 0.5083144307136536,
"learning_rate": 1.7298414886285323e-05,
"loss": 1.6688,
"step": 12500
},
{
"epoch": 4.1638907395069955,
"eval_loss": 1.59957754611969,
"eval_runtime": 45.065,
"eval_samples_per_second": 33.307,
"eval_steps_per_second": 8.344,
"step": 12500
},
{
"epoch": 4.330446369087275,
"grad_norm": 0.5289840698242188,
"learning_rate": 1.385251550654721e-05,
"loss": 1.66,
"step": 13000
},
{
"epoch": 4.330446369087275,
"eval_loss": 1.5992504358291626,
"eval_runtime": 45.0504,
"eval_samples_per_second": 33.318,
"eval_steps_per_second": 8.346,
"step": 13000
},
{
"epoch": 4.497001998667555,
"grad_norm": 0.549419105052948,
"learning_rate": 1.0406616126809098e-05,
"loss": 1.6672,
"step": 13500
},
{
"epoch": 4.497001998667555,
"eval_loss": 1.5988696813583374,
"eval_runtime": 45.053,
"eval_samples_per_second": 33.316,
"eval_steps_per_second": 8.346,
"step": 13500
},
{
"epoch": 4.663557628247835,
"grad_norm": 0.485193133354187,
"learning_rate": 6.9607167470709864e-06,
"loss": 1.6596,
"step": 14000
},
{
"epoch": 4.663557628247835,
"eval_loss": 1.5973259210586548,
"eval_runtime": 45.0682,
"eval_samples_per_second": 33.305,
"eval_steps_per_second": 8.343,
"step": 14000
},
{
"epoch": 4.830113257828114,
"grad_norm": 0.5129671692848206,
"learning_rate": 3.514817367332874e-06,
"loss": 1.6509,
"step": 14500
},
{
"epoch": 4.830113257828114,
"eval_loss": 1.596968173980713,
"eval_runtime": 45.0647,
"eval_samples_per_second": 33.308,
"eval_steps_per_second": 8.344,
"step": 14500
},
{
"epoch": 4.996668887408394,
"grad_norm": 0.5455211997032166,
"learning_rate": 6.891798759476224e-08,
"loss": 1.6642,
"step": 15000
},
{
"epoch": 4.996668887408394,
"eval_loss": 1.5968663692474365,
"eval_runtime": 45.0733,
"eval_samples_per_second": 33.301,
"eval_steps_per_second": 8.342,
"step": 15000
}
],
"logging_steps": 500,
"max_steps": 15010,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 1000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.615808210272256e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}