[data][tests] Update image processing benchmarks to use ImageNet #39207
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Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
Attention: External code changedA previous version of this PR changed code that is used or cited in external sources, e.g. blog posts. It looks like these changes have been reverted or are otherwise not present in this PR anymore. Please still carefully review the changes to make sure code we use in external sources still works. |
raulchen
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c21
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Sep 1, 2023
scottjlee
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Sep 1, 2023
Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu>
jimthompson5802
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…-project#39207) Updates to some image processing nightly benchmarks: Use ImageNet dataset - unlike the current test dataset, has images of all different sizes, some in grayscale (instead of RGB), and on average smaller Consolidate "preprocessed_image_loader" and "image_loader" microbenchmarks Add microbenchmark for reading from parquet files Add S3 Dataset for MosaicML streaming --------- Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu> Signed-off-by: Jim Thompson <jimthompson5802@gmail.com>
vymao
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Oct 11, 2023
…-project#39207) Updates to some image processing nightly benchmarks: Use ImageNet dataset - unlike the current test dataset, has images of all different sizes, some in grayscale (instead of RGB), and on average smaller Consolidate "preprocessed_image_loader" and "image_loader" microbenchmarks Add microbenchmark for reading from parquet files Add S3 Dataset for MosaicML streaming --------- Signed-off-by: Stephanie Wang <swang@cs.berkeley.edu> Signed-off-by: Victor <vctr.y.m@example.com>
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Why are these changes needed?
Updates to some image processing nightly benchmarks:
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.