codebert-rd-keystrokes / checkpoint-800 /trainer_state.json
NourFakih's picture
Upload checkpoint and eval results at step 800
bfe5f0e verified
Raw
History Blame Contribute Delete
7.95 kB
{
"best_global_step": 800,
"best_metric": 0.9773547751887102,
"best_model_checkpoint": "/kaggle/working/outputs/codebert_rd_keystrokes/checkpoint-800",
"epoch": 0.6472491909385113,
"eval_steps": 400,
"global_step": 800,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0008090614886731392,
"grad_norm": 4.001261234283447,
"learning_rate": 0.0,
"loss": 0.748644232749939,
"step": 1
},
{
"epoch": 0.020226537216828478,
"grad_norm": 2.0581886768341064,
"learning_rate": 9.716599190283402e-07,
"loss": 0.7263915538787842,
"step": 25
},
{
"epoch": 0.040453074433656956,
"grad_norm": 3.1348977088928223,
"learning_rate": 1.9838056680161946e-06,
"loss": 0.7004936218261719,
"step": 50
},
{
"epoch": 0.06067961165048544,
"grad_norm": 7.536289215087891,
"learning_rate": 2.995951417004049e-06,
"loss": 0.6983621978759765,
"step": 75
},
{
"epoch": 0.08090614886731391,
"grad_norm": 5.387710094451904,
"learning_rate": 4.008097165991903e-06,
"loss": 0.6408506774902344,
"step": 100
},
{
"epoch": 0.1011326860841424,
"grad_norm": 4.4866790771484375,
"learning_rate": 5.020242914979757e-06,
"loss": 0.5292000961303711,
"step": 125
},
{
"epoch": 0.12135922330097088,
"grad_norm": 5.9393534660339355,
"learning_rate": 6.0323886639676124e-06,
"loss": 0.4315451049804688,
"step": 150
},
{
"epoch": 0.14158576051779936,
"grad_norm": 4.814444065093994,
"learning_rate": 7.044534412955466e-06,
"loss": 0.3674881362915039,
"step": 175
},
{
"epoch": 0.16181229773462782,
"grad_norm": 2.463817834854126,
"learning_rate": 8.056680161943322e-06,
"loss": 0.29549776077270506,
"step": 200
},
{
"epoch": 0.1820388349514563,
"grad_norm": 1.6270427703857422,
"learning_rate": 9.068825910931175e-06,
"loss": 0.19513965606689454,
"step": 225
},
{
"epoch": 0.2022653721682848,
"grad_norm": 15.206025123596191,
"learning_rate": 1.008097165991903e-05,
"loss": 0.258267822265625,
"step": 250
},
{
"epoch": 0.22249190938511326,
"grad_norm": 5.6893134117126465,
"learning_rate": 1.1093117408906884e-05,
"loss": 0.3252030563354492,
"step": 275
},
{
"epoch": 0.24271844660194175,
"grad_norm": 15.90676498413086,
"learning_rate": 1.2105263157894737e-05,
"loss": 0.2558871841430664,
"step": 300
},
{
"epoch": 0.26294498381877024,
"grad_norm": 1.5257281064987183,
"learning_rate": 1.3117408906882592e-05,
"loss": 0.20428178787231446,
"step": 325
},
{
"epoch": 0.28317152103559873,
"grad_norm": 20.172571182250977,
"learning_rate": 1.4129554655870446e-05,
"loss": 0.2579817008972168,
"step": 350
},
{
"epoch": 0.30339805825242716,
"grad_norm": 0.42674902081489563,
"learning_rate": 1.5141700404858302e-05,
"loss": 0.3013817977905273,
"step": 375
},
{
"epoch": 0.32362459546925565,
"grad_norm": 0.6443495750427246,
"learning_rate": 1.6153846153846154e-05,
"loss": 0.22500619888305665,
"step": 400
},
{
"epoch": 0.32362459546925565,
"eval_accuracy": 0.9560384032339565,
"eval_f1": 0.9716889033517735,
"eval_loss": 0.16199301183223724,
"eval_precision": 0.9539936102236422,
"eval_recall": 0.9900530503978779,
"eval_runtime": 34.745,
"eval_samples_per_second": 56.958,
"eval_steps_per_second": 3.569,
"step": 400
},
{
"epoch": 0.34385113268608414,
"grad_norm": 12.952281951904297,
"learning_rate": 1.716599190283401e-05,
"loss": 0.23191883087158202,
"step": 425
},
{
"epoch": 0.3640776699029126,
"grad_norm": 19.496694564819336,
"learning_rate": 1.8178137651821864e-05,
"loss": 0.26200836181640624,
"step": 450
},
{
"epoch": 0.3843042071197411,
"grad_norm": 2.9963057041168213,
"learning_rate": 1.9190283400809718e-05,
"loss": 0.164515438079834,
"step": 475
},
{
"epoch": 0.4045307443365696,
"grad_norm": 0.2180398553609848,
"learning_rate": 1.999993769982229e-05,
"loss": 0.2513391304016113,
"step": 500
},
{
"epoch": 0.42475728155339804,
"grad_norm": 15.512799263000488,
"learning_rate": 1.9997757275108847e-05,
"loss": 0.30474105834960935,
"step": 525
},
{
"epoch": 0.4449838187702265,
"grad_norm": 23.762832641601562,
"learning_rate": 1.9992462617728763e-05,
"loss": 0.214493408203125,
"step": 550
},
{
"epoch": 0.465210355987055,
"grad_norm": 0.5767886638641357,
"learning_rate": 1.9984055376931414e-05,
"loss": 0.23740652084350586,
"step": 575
},
{
"epoch": 0.4854368932038835,
"grad_norm": 3.6927132606506348,
"learning_rate": 1.9972538171514525e-05,
"loss": 0.2517130470275879,
"step": 600
},
{
"epoch": 0.5056634304207119,
"grad_norm": 2.146721363067627,
"learning_rate": 1.9957914589008405e-05,
"loss": 0.21869991302490235,
"step": 625
},
{
"epoch": 0.5258899676375405,
"grad_norm": 9.424388885498047,
"learning_rate": 1.9940189184558487e-05,
"loss": 0.2582887077331543,
"step": 650
},
{
"epoch": 0.5461165048543689,
"grad_norm": 4.679764747619629,
"learning_rate": 1.9919367479506413e-05,
"loss": 0.2324064254760742,
"step": 675
},
{
"epoch": 0.5663430420711975,
"grad_norm": 3.0119147300720215,
"learning_rate": 1.989545595967018e-05,
"loss": 0.23698102951049804,
"step": 700
},
{
"epoch": 0.5865695792880259,
"grad_norm": 10.184627532958984,
"learning_rate": 1.986846207332384e-05,
"loss": 0.23535886764526368,
"step": 725
},
{
"epoch": 0.6067961165048543,
"grad_norm": 51.39314651489258,
"learning_rate": 1.9838394228877443e-05,
"loss": 0.13176690101623534,
"step": 750
},
{
"epoch": 0.6270226537216829,
"grad_norm": 18.441652297973633,
"learning_rate": 1.980526179225785e-05,
"loss": 0.2888069725036621,
"step": 775
},
{
"epoch": 0.6472491909385113,
"grad_norm": 0.9691627621650696,
"learning_rate": 1.97690750839913e-05,
"loss": 0.29139081954956053,
"step": 800
},
{
"epoch": 0.6472491909385113,
"eval_accuracy": 0.965133906013138,
"eval_f1": 0.9773547751887102,
"eval_loss": 0.14249353110790253,
"eval_precision": 0.967511371020143,
"eval_recall": 0.9874005305039788,
"eval_runtime": 34.6417,
"eval_samples_per_second": 57.128,
"eval_steps_per_second": 3.58,
"step": 800
}
],
"logging_steps": 25,
"max_steps": 4944,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 400,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3367821508608000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}