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Use fsspec and torch for embedding file IO #1581

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merged 8 commits into from
Jun 1, 2022
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@erogol erogol commented May 19, 2022

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@Edresson Edresson left a comment

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I think that will be necessary to update the docs and run examples on the compute embeddings script (now it is not .json anymore)

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We also need to do changes in the bin/compute_embedding.py file, like here for exemple.

if ".json" not in args.output_path:

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erogol commented May 30, 2022

.json still works but we should switch to .pth for all the benefits.



def save_file(obj: Any, path:str):
with fsspec.open(path, "rb") as f:
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you meant "wb" here right @erogol ?

@@ -22,11 +23,13 @@
parser.add_argument("config_dataset_path", type=str, help="Path to dataset config file.")
parser.add_argument("--output_path", type=str, help="Path for output `pth` or `json` file.", default="speakers.pth")
parser.add_argument("--old_file", type=str, help="Previous embedding file to only compute new audios.", default=None)
parser.add_argument("--use_cuda", type=bool, help="flag to set cuda. Default False", default=False)
parser.add_argument("--disable_cuda", type=bool, help="Flag to disable cuda.", default=False)
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@erogol erogol May 30, 2022

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To me, this is counter-intuitive but can live with it :)

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I just spent 3h computing phonemes before realizing that it wasn't using the GPU ^^' That's why I changed it to that. Having use_cuda to true by default and then throwing errors if you had no GPU seemed bad...

@WeberJulian WeberJulian requested a review from Edresson June 1, 2022 09:48
@WeberJulian WeberJulian merged commit f70e82c into dev Jun 1, 2022
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3 participants