| export TRAIN_MANIFEST_PATH="<TRAINING MANIFEST JSON>" | |
| export DEV_MANIFEST_PATH="<VALIDATION MANIFEST JSON>" | |
| export TOKENIZER_PATH="<TOKENIZER FOLDER>" | |
| export HYDRA_FULL_ERROR=1 | |
| python [NEMO_GIT_FOLDER]/examples/asr/asr_ctc/speech_to_text_ctc_bpe.py --config-path=[NEMO_GIT_FOLDER]/examples/asr/conf/conformer/ --config-name=conformer_ctc_bpe \ | |
| model.train_ds.manifest_filepath=${TRAIN_MANIFEST_PATH} \ | |
| model.validation_ds.manifest_filepath=${DEV_MANIFEST_PATH} \ | |
| model.tokenizer.dir=${TOKENIZER_PATH} \ | |
| model.tokenizer.type=wpe \ | |
| trainer.devices=4 \ | |
| trainer.accelerator="gpu" \ | |
| trainer.strategy="ddp" \ | |
| trainer.max_epochs=1000 \ | |
| model.optim.name="adamw" \ | |
| model.optim.lr=0.001 \ | |
| model.optim.betas=[0.9,0.999] \ | |
| model.optim.weight_decay=0.0001 \ | |
| model.optim.sched.warmup_steps=2000 \ | |
| exp_manager.exp_dir=results/ \ | |
| exp_manager.create_wandb_logger=False \ | |
| exp_manager.resume_if_exists=true | |