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#!/usr/bin/env bash |
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python -m torch.distributed.launch \ |
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--nproc_per_node 8 run_speech_recognition_ctc.py \ |
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--dataset_name="common_voice" \ |
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--model_name_or_path="./" \ |
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--tokenizer_name_or_path="./" \ |
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--dataset_name="mozilla-foundation/common_voice_3_0" \ |
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--path_to_eval_file="./valSeqs_1.0_uniform_new_version.text" \ |
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--path_to_train_file="./trainSeqs_1.0_uniform_new_version.text" \ |
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--dataset_config_name="sv-SE" \ |
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--text_column_name="sentence" \ |
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--output_dir="./" \ |
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--overwrite_output_dir \ |
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--num_train_epochs="150" \ |
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--per_device_train_batch_size="4" \ |
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--per_device_eval_batch_size="4" \ |
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--gradient_accumulation_steps="1" \ |
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--learning_rate="7.5e-5" \ |
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--warmup_steps="1000" \ |
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--evaluation_strategy="steps" \ |
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--save_steps="500" \ |
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--eval_steps="500" \ |
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--logging_steps="100" \ |
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--layerdrop="0.0" \ |
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--activation_dropout="0.1" \ |
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--save_total_limit="3" \ |
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--freeze_feature_extractor \ |
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--feat_proj_dropout="0.0" \ |
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--mask_time_prob="0.75" \ |
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--mask_time_length="10" \ |
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--mask_feature_prob="0.25" \ |
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--mask_feature_length="64" \ |
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--gradient_checkpointing \ |
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--fp16 \ |
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--group_by_length \ |
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--do_train --do_eval |
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