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Fix quantized_matmul with 4D inputs #4335

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Summary:
MobileBERT has a matmul with 4D inputs ([1, 4, 8, 32] by [1, 4, 32, 8]) which is unsupported. The fp32 kernel can run it though, resulting in an error.

This diff fixes the meta kernel to handle cases where the leading dimensions are more than one (the kernel itself can already handle it!).

Also move the exported graph dump to export_program, where it belongs. This prevents some double printing in some cases.

Differential Revision: D60050087

Summary:
MobileBERT has a matmul with 4D inputs (`[1, 4, 8, 32]` by `[1, 4, 32, 8]`) which is unsupported. The fp32 kernel _can_ run it though, resulting in an error.

This diff fixes the meta kernel to handle cases where the leading dimensions are more than one (the kernel itself can already handle it!).

Also move the exported graph dump to `export_program`, where it belongs. This prevents some double printing in some cases.

Differential Revision: D60050087
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pytorch-bot bot commented Jul 22, 2024

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/4335

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jul 22, 2024
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This pull request was exported from Phabricator. Differential Revision: D60050087

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This pull request has been merged in f0364e8.

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