commit
5acc5282c7
21
.compute
21
.compute
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@ -2,12 +2,14 @@
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set -xe
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set -xe
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apt-get install -y python3-venv
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apt-get install -y python3-venv libopus0
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python3 -m venv /tmp/venv
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python3 -m venv /tmp/venv
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source /tmp/venv/bin/activate
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source /tmp/venv/bin/activate
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pip install -U setuptools wheel pip
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pip install -r <(grep -v tensorflow requirements.txt)
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pip install -r <(grep -v tensorflow requirements.txt)
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pip install tensorflow-gpu==1.15.0
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pip install tensorflow-gpu==1.14
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# Install ds_ctcdecoder package from TaskCluster
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# Install ds_ctcdecoder package from TaskCluster
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pip install $(python3 util/taskcluster.py --decoder)
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pip install $(python3 util/taskcluster.py --decoder)
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@ -18,17 +20,22 @@ data="${SHARED_DIR}/data"
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fis="${data}/LDC/fisher"
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fis="${data}/LDC/fisher"
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swb="${data}/LDC/LDC97S62/swb"
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swb="${data}/LDC/LDC97S62/swb"
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lbs="${data}/OpenSLR/LibriSpeech/librivox"
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lbs="${data}/OpenSLR/LibriSpeech/librivox"
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cv="${data}/mozilla/CommonVoice/en_1087h_2019-06-12/clips"
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npr="${data}/NPR/WAMU/sets/v0.3"
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python -u DeepSpeech.py \
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python -u DeepSpeech.py \
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--train_files "${fis}-train.csv","${swb}-train.csv","${lbs}-train-clean-100.csv","${lbs}-train-clean-360.csv","${lbs}-train-other-500.csv" \
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--train_files "${npr}/best-train.sdb","${npr}/good-train.sdb","${cv}/train.sdb","${fis}-train.sdb","${swb}-train.sdb","${lbs}-train-clean-100.sdb","${lbs}-train-clean-360.sdb","${lbs}-train-other-500.sdb" \
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--dev_files "${lbs}-dev-clean.csv"\
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--dev_files "${lbs}-dev-clean.sdb" \
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--test_files "${lbs}-test-clean.csv" \
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--test_files "${lbs}-test-clean.sdb" \
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--train_batch_size 24 \
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--train_batch_size 24 \
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--dev_batch_size 48 \
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--dev_batch_size 48 \
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--test_batch_size 48 \
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--test_batch_size 48 \
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--train_cudnn \
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--n_hidden 2048 \
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--n_hidden 2048 \
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--learning_rate 0.0001 \
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--learning_rate 0.0001 \
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--dropout_rate 0.2 \
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--dropout_rate 0.40 \
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--epoch 13 \
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--epochs 150 \
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--noearly_stop \
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--feature_cache "../tmp/feature.cache" \
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--checkpoint_dir "../keep" \
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--checkpoint_dir "../keep" \
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--summary_dir "../keep/summaries"
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--summary_dir "../keep/summaries"
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