Commits on Mar 30, 2023

1. [PyTorch] Add Vulkan support and tests for at::upsample_bilinear2d (p… …

   …ytorch#98022)
   
   Summary:
   Pull Request resolved: pytorch#98022
   
   Bilinear upsampling is a [4D tensor upsampling operation](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html), this adds support for the operation on the Vulkan GPU backend.
   
   Test Plan:
   1. `buck run --target-platforms ovr_config//platform/macos:arm64-fbsource  //xplat/caffe2:pt_vulkan_api_test_binAppleMac\#macosx-arm64 -c pt.vulkan_full_precision=1` on Apple M1 MacBook
   2. Confirm all tests pass with no regression, and the added tests `*upsample_bilinear2d*` pass
   2a. All tests P669847383
   2b. `upsample_bilinear2d` tests P669866631
   3. Overview:
   
   ```
   ...
   
   [ RUN      ] VulkanAPITest.upsample_bilinear2d_align_false_small
   [       OK ] VulkanAPITest.upsample_bilinear2d_align_false_small (1 ms)
   [ RUN      ] VulkanAPITest.upsample_bilinear2d_align_false_large
   [       OK ] VulkanAPITest.upsample_bilinear2d_align_false_large (2 ms)
   [ RUN      ] VulkanAPITest.upsample_bilinear2d_align_true_small
   [       OK ] VulkanAPITest.upsample_bilinear2d_align_true_small (2 ms)
   [ RUN      ] VulkanAPITest.upsample_bilinear2d_align_true_large
   [       OK ] VulkanAPITest.upsample_bilinear2d_align_true_large (1 ms)
   
   ...
   
   [==========] 209 tests from 1 test suite ran. (6317 ms total)
   [  PASSED  ] 201 tests.
   [  SKIPPED ] 1 test, listed below:
   [  SKIPPED ] VulkanAPITest.querypool_flushed_shader_log
   [  FAILED  ] 7 tests, listed below:
   [  FAILED  ] VulkanAPITest.cat_dim1_singledepth_success
   [  FAILED  ] VulkanAPITest.gru_success
   [  FAILED  ] VulkanAPITest.gru_mclareninputs_success
   [  FAILED  ] VulkanAPITest.gru_prepack_success
   [  FAILED  ] VulkanAPITest.lstm_success
   [  FAILED  ] VulkanAPITest.lstm_mclareninputs_success
   [  FAILED  ] VulkanAPITest.lstm_prepack_success
   ```
   
   Reviewed By: SS-JIA
   
   Differential Revision: D43142564
   
   fbshipit-source-id: 39931862c2700e69562565042e2f9e92a262f276

   

   liuk22 authored and facebook-github-bot committed Mar 30, 2023
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