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45 lines
2.3 KiB
Bash
45 lines
2.3 KiB
Bash
# Copyright (c) 2020-2025, NVIDIA CORPORATION.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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coverage run -a --data-file=/workspace/.coverage --source=/workspace/nemo examples/asr/speech_multitask/speech_to_text_aed.py \
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model.prompt_format=canary \
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model.model_defaults.asr_enc_hidden=256 \
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model.model_defaults.lm_dec_hidden=256 \
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model.encoder.n_layers=12 \
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model.transf_encoder.num_layers=0 \
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model.transf_decoder.config_dict.num_layers=12 \
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model.train_ds.manifest_filepath=/home/TestData/asr/manifests/canary/an4_canary_train.json \
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model.train_ds.batch_duration=60 \
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model.train_ds.use_bucketing=false \
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model.train_ds.shuffle_buffer_size=100 \
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model.train_ds.num_workers=0 \
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++model.train_ds.text_field="answer" \
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++model.train_ds.lang_field="target_lang" \
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model.validation_ds.manifest_filepath=/home/TestData/asr/manifests/canary/an4_canary_val.json \
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++model.validation_ds.text_field="answer" \
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++model.validation_ds.lang_field="target_lang" \
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model.validation_ds.num_workers=0 \
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model.test_ds.manifest_filepath=/home/TestData/asr/manifests/canary/an4_canary_val.json \
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++model.test_ds.text_field="answer" \
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++model.test_ds.lang_field="target_lang" \
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model.test_ds.num_workers=0 \
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++spl_tokens.model_dir=/home/TestData/asr_tokenizers/canary/canary_spl_tokenizer_v32 \
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model.tokenizer.langs.en.dir=/home/TestData/asr_tokenizers/canary/en/tokenizer_spe_bpe_v1024_max_4 \
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model.tokenizer.langs.en.type=bpe \
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++model.tokenizer.langs.es.dir=/home/TestData/asr_tokenizers/canary/es/tokenizer_spe_bpe_v1024_max_4 \
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++model.tokenizer.langs.es.type=bpe \
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trainer.devices=1 \
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trainer.accelerator="gpu" \
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+trainer.fast_dev_run=True \
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exp_manager.exp_dir=/tmp/speech_to_text_aed_results
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