Code

Fast image processor#28847

Code

Merged

amyeroberts merged 40 commits intohuggingface:mainhuggingface/transformers:mainfrom amyeroberts:fast-image-processoramyeroberts/transformers:fast-image-processorCopy head branch name to clipboardJun 11, 2024

+1,643-811

Commits

Commits on Jun 10, 2024

• Draft fast image processors

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  68a1e75

• Draft working fast version

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• py3.8 compatible cache

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• Enable loading fast image processors through auto

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• Tidy up; rescale behaviour based on input type

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• Enable tests for fast image processors

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• Smarter rescaling

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• Don't default to Fast

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• Safer imports

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• Add necessary Pillow requirement

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• Woops

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• Add AutoImageProcessor test

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• Fix up

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• Fix test for imagegpt

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• Fix test

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• Review comments

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• Add warning for TF and JAX input types

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• Rearrange

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• Return transforms

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• NumpyToTensor transformation

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Commits on Jun 11, 2024

• Rebase - include changes from upstream in ImageProcessingMixin

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• Safe typing

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• Fix up

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  849e27b

• convert mean/std to tesnor to rescale

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• Don't store transforms in state

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• Fix up

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• Update src/transformers/image_processing_utils_fast.py

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• Update src/transformers/models/auto/image_processing_auto.py

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• Update src/transformers/models/auto/image_processing_auto.py

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• Update src/transformers/models/auto/image_processing_auto.py

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• Warn if fast image processor available

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• Update src/transformers/models/vit/image_processing_vit_fast.py

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  2d75607

• Transpose incoming numpy images to be in CHW format

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  a43cabc

• Update mapping names based on packages, auto set fast to None

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  6acf27f

• Fix up

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• Fix

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• Add AutoImageProcessor.from_pretrained(checkpoint, use_fast=True) test

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• Update src/transformers/models/vit/image_processing_vit_fast.py

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• Add equivalence and speed tests

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• Fix up

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