[ET-VK][Ops] quantize ops skeleton test framework #11672
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Pull Request resolved: #11366 # Context In this diff we plan on creating the skeleton test framework for quantization. This is necessary as we need a reference to test our vulkan implementation of the quantization operator against an existing cpu implementation. This test framework is heavily inspired by [sdpa_test.cpp](https://github.com/pytorch/executorch/blob/main/backends/vulkan/test/op_tests/sdpa_test.cpp). We make use of the [op_quantize.cpp](https://github.com/pytorch/executorch/blob/main/kernels/quantized/cpu/op_quantize.cpp) cpu implementation of the `quantize_per_tensor`, and the `quantize_per_token` operators. An explanation for the operator is included where the actual vulkan implementation is created in a future diff along this stack. # Changes The main thing in this difference is the creation of a new test framework `quantize_test.cpp`, and also including it in targets.bzl such that we can properly call the test. As this is inspired by sdpa_test.cpp, we also follow a similar format. First we have forward declarations of the functions that we wish to test against (quantize_per_tensor, and quantize_per_token). Then we also have wrappers for the functions without context, and finally wrappers for the ATen implementations of the same operators using the `WRAP_TO_ATEN` macro. We don't need context as this is merely for testing. We also have a utility function to test the quantize arguments that will be used when actually using the vulkan implementation. This utility function is just for a sanity check. ghstack-source-id: 290376488 @exported-using-ghexport Differential Revision: [D75959066](https://our.internmc.facebook.com/intern/diff/D75959066/)
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11672
Note: Links to docs will display an error until the docs builds have been completed. ❌ 2 New FailuresAs of commit 005a6ac with merge base 56392aa ( NEW FAILURES - The following jobs have failed:
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This PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #11366 by @ahmtox
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/ahmtox/8/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/ahmtox/8/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/gh/ahmtox/23/orig
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/ahmtox/8/orig
@diff-train-skip-merge