|
{ |
|
"best_metric": 0.2065383642911911, |
|
"best_model_checkpoint": "./whisper-small-arabic-finetuned-on-halabi_daataset_no-diacritics-2/checkpoint-200", |
|
"epoch": 17.548672566371682, |
|
"eval_steps": 200, |
|
"global_step": 1000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.4424778761061947, |
|
"grad_norm": 56.8260383605957, |
|
"learning_rate": 1.25e-06, |
|
"loss": 1.151, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.8849557522123894, |
|
"grad_norm": 13.073741912841797, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.5879, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.3185840707964602, |
|
"grad_norm": 7.271528720855713, |
|
"learning_rate": 3.7500000000000005e-06, |
|
"loss": 0.2198, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.7610619469026547, |
|
"grad_norm": 5.315987586975098, |
|
"learning_rate": 5e-06, |
|
"loss": 0.1285, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.1946902654867255, |
|
"grad_norm": 4.4957075119018555, |
|
"learning_rate": 6.25e-06, |
|
"loss": 0.0915, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 2.6371681415929205, |
|
"grad_norm": 5.721312999725342, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 0.0912, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 3.0707964601769913, |
|
"grad_norm": 3.7948434352874756, |
|
"learning_rate": 8.750000000000001e-06, |
|
"loss": 0.068, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 3.5132743362831858, |
|
"grad_norm": 4.056038856506348, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0426, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.5132743362831858, |
|
"eval_loss": 0.2065383642911911, |
|
"eval_runtime": 53.2112, |
|
"eval_samples_per_second": 1.861, |
|
"eval_steps_per_second": 0.132, |
|
"eval_wer": 0.24910007199424047, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.9557522123893807, |
|
"grad_norm": 2.0509068965911865, |
|
"learning_rate": 9.6875e-06, |
|
"loss": 0.0415, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 4.389380530973451, |
|
"grad_norm": 2.137742280960083, |
|
"learning_rate": 9.375000000000001e-06, |
|
"loss": 0.032, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.831858407079646, |
|
"grad_norm": 4.375368595123291, |
|
"learning_rate": 9.0625e-06, |
|
"loss": 0.0302, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 5.265486725663717, |
|
"grad_norm": 4.673452854156494, |
|
"learning_rate": 8.750000000000001e-06, |
|
"loss": 0.0195, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 5.707964601769912, |
|
"grad_norm": 1.6245851516723633, |
|
"learning_rate": 8.4375e-06, |
|
"loss": 0.0171, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 6.1415929203539825, |
|
"grad_norm": 1.5340633392333984, |
|
"learning_rate": 8.125000000000001e-06, |
|
"loss": 0.0149, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 6.584070796460177, |
|
"grad_norm": 2.1918094158172607, |
|
"learning_rate": 7.8125e-06, |
|
"loss": 0.0116, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 7.017699115044247, |
|
"grad_norm": 2.3824124336242676, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 0.0069, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 7.017699115044247, |
|
"eval_loss": 0.23826299607753754, |
|
"eval_runtime": 53.5165, |
|
"eval_samples_per_second": 1.85, |
|
"eval_steps_per_second": 0.131, |
|
"eval_wer": 0.2584593232541397, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 7.460176991150442, |
|
"grad_norm": 0.031165067106485367, |
|
"learning_rate": 7.1875e-06, |
|
"loss": 0.0053, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 7.902654867256637, |
|
"grad_norm": 0.7720983624458313, |
|
"learning_rate": 6.875e-06, |
|
"loss": 0.0067, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 8.336283185840708, |
|
"grad_norm": 0.6943212747573853, |
|
"learning_rate": 6.5625e-06, |
|
"loss": 0.004, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 8.778761061946902, |
|
"grad_norm": 3.529315948486328, |
|
"learning_rate": 6.25e-06, |
|
"loss": 0.0048, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 9.212389380530974, |
|
"grad_norm": 0.01847268082201481, |
|
"learning_rate": 5.9375e-06, |
|
"loss": 0.0036, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 9.654867256637168, |
|
"grad_norm": 0.5968337059020996, |
|
"learning_rate": 5.625e-06, |
|
"loss": 0.0048, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 10.08849557522124, |
|
"grad_norm": 0.6061381697654724, |
|
"learning_rate": 5.3125e-06, |
|
"loss": 0.0055, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 10.530973451327434, |
|
"grad_norm": 1.1333274841308594, |
|
"learning_rate": 5e-06, |
|
"loss": 0.0021, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 10.530973451327434, |
|
"eval_loss": 0.24962136149406433, |
|
"eval_runtime": 52.7604, |
|
"eval_samples_per_second": 1.876, |
|
"eval_steps_per_second": 0.133, |
|
"eval_wer": 0.2735781137508999, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 10.973451327433628, |
|
"grad_norm": 0.0274394191801548, |
|
"learning_rate": 4.6875000000000004e-06, |
|
"loss": 0.0017, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 11.4070796460177, |
|
"grad_norm": 0.05795137956738472, |
|
"learning_rate": 4.3750000000000005e-06, |
|
"loss": 0.0016, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 11.849557522123893, |
|
"grad_norm": 0.04924352467060089, |
|
"learning_rate": 4.0625000000000005e-06, |
|
"loss": 0.0016, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 12.283185840707965, |
|
"grad_norm": 0.11852666735649109, |
|
"learning_rate": 3.7500000000000005e-06, |
|
"loss": 0.0011, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 12.725663716814159, |
|
"grad_norm": 0.01910184696316719, |
|
"learning_rate": 3.4375e-06, |
|
"loss": 0.0008, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 13.15929203539823, |
|
"grad_norm": 0.046200644224882126, |
|
"learning_rate": 3.125e-06, |
|
"loss": 0.001, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 13.601769911504425, |
|
"grad_norm": 0.02231488563120365, |
|
"learning_rate": 2.8125e-06, |
|
"loss": 0.0009, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 14.035398230088495, |
|
"grad_norm": 0.08958712220191956, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.0007, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 14.035398230088495, |
|
"eval_loss": 0.25818175077438354, |
|
"eval_runtime": 55.2869, |
|
"eval_samples_per_second": 1.791, |
|
"eval_steps_per_second": 0.127, |
|
"eval_wer": 0.2786177105831533, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 14.47787610619469, |
|
"grad_norm": 0.035060103982686996, |
|
"learning_rate": 2.1875000000000002e-06, |
|
"loss": 0.0006, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 14.920353982300885, |
|
"grad_norm": 0.02991672046482563, |
|
"learning_rate": 1.8750000000000003e-06, |
|
"loss": 0.0008, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 15.353982300884956, |
|
"grad_norm": 0.019653476774692535, |
|
"learning_rate": 1.5625e-06, |
|
"loss": 0.0007, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 15.79646017699115, |
|
"grad_norm": 0.07724698632955551, |
|
"learning_rate": 1.25e-06, |
|
"loss": 0.0007, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 16.23008849557522, |
|
"grad_norm": 0.01434712577611208, |
|
"learning_rate": 9.375000000000001e-07, |
|
"loss": 0.0006, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 16.672566371681416, |
|
"grad_norm": 0.012539554387331009, |
|
"learning_rate": 6.25e-07, |
|
"loss": 0.0007, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 17.106194690265486, |
|
"grad_norm": 0.027095399796962738, |
|
"learning_rate": 3.125e-07, |
|
"loss": 0.0007, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 17.548672566371682, |
|
"grad_norm": 0.06335917860269547, |
|
"learning_rate": 0.0, |
|
"loss": 0.0006, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 17.548672566371682, |
|
"eval_loss": 0.25996866822242737, |
|
"eval_runtime": 54.379, |
|
"eval_samples_per_second": 1.821, |
|
"eval_steps_per_second": 0.129, |
|
"eval_wer": 0.27645788336933047, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 17.548672566371682, |
|
"step": 1000, |
|
"total_flos": 9.15623758135296e+18, |
|
"train_loss": 0.06514614920597524, |
|
"train_runtime": 15536.8267, |
|
"train_samples_per_second": 2.06, |
|
"train_steps_per_second": 0.064 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 1000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 18, |
|
"save_steps": 200, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 9.15623758135296e+18, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|