Separate data uploading from job submission for DS2 cloud training and add support for multiple shards uploading. #205
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…d add support for multiple shards uploading.
wanghaoshuang
requested changes
Aug 15, 2017
deep_speech_2/cloud/README.md
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| ``` | ||
| {"audio_filepath": "/home/disk1/LibriSpeech/dev-clean/1272/128104/1272-128104-0000.flac", "duration": 5.855, "text | ||
| ": "mister quilter is the ..."} | ||
| {"audio_filepath": "/home/disk1/LibriSpeech/dev-clean/1272/128104/1272-128104-0001.flac", "duration": 4.815, "text | ||
| ": "nor is mister ..."} | ||
| ``` | ||
| - `OUT_MANIFESTS`: Paths (in local filesystem) to write the updated output manifest files to. Multiple paths can be concatenated with a whitespace delimeter. The values of `audio_filepath` in the output manifests are jjjjjkknew paths in PaddleCloud filesystem. |
deep_speech_2/cloud/README.md
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| ## Step-2 Configure computation resource | ||
| You have to take this step only once, when it is your first time to do the cloud training. Later on, the data is persisitent on the cloud filesystem and is reusable for multple jobs. |
deep_speech_2/cloud/pcloud_submit.sh
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| MEAN_STD_FILE="../mean_std.npz" | ||
| # Configure output path in PaddleCloud filesystem | ||
| CLOUD_DATA_DIR="/pfs/dlnel/home/sunxinghai@baidu.com/deepspeech2/data" | ||
| TRAIN_MANIFEST="cloud/cloud.manifest.test" |
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'cloud.manifest.test' -> 'cloud.manifest.train'?
deep_speech_2/cloud/upload_data.py
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| "--dev_manifest_path", | ||
| default="../datasets/manifest.dev", | ||
| "--in_manifest_paths", | ||
| default=["../datasets/manifest.test", "../datasets/manifest.dev"], |
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这里默认值是故意不设置为/manifest.train么？
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改过来了，不是故意的，调试时临时设置忘记改了。
deep_speech_2/cloud/upload_data.py
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| pcloud_cp(args.vocab_file, cloud_vocab_file) | ||
| pcloud_cp(args.mean_std_file, cloud_mean_file) | ||
| upload_data(args.in_manifest_paths, args.out_manifest_paths, | ||
| args.local_tmp_dir, args.cloud_data_dir, 10) |
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10 -> args.num_shards
wanghaoshuang
approved these changes
Aug 15, 2017
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Resolve #205