Added binary cat vs dog classification target type to Oxford pet dataset

[matlabninja]

Added "binary-category" as a target type to the Oxford pet dataset. Uses the second numeric input in the annotation to get the species and outputs 0 for cat and 1 for dog. Discussed in #8364 . Notebook showing this in action can be found here

[pytorch-bot]

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❌ 17 New Failures, 20 Unrelated Failures

As of commit 10c2015 with merge base ff31b6e ():

NEW FAILURES - The following jobs have failed:

• CMake / macos (macos-12) / macos-job (gh)
  The process '/usr/local/bin/git' failed with exit code 128
• CMake / macos (macos-m1-stable) / macos-job (gh)
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• CMake / windows (windows.4xlarge, cpu) / windows-job (gh)
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• CMake / windows (windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh)
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• Lint / c-source / linux-job (gh)
• Tests / unittests-macos (3.10, macos-12) / macos-job (gh)
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• Tests / unittests-macos (3.11, macos-12) / macos-job (gh)
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• Tests / unittests-macos (3.12, macos-12) / macos-job (gh)
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• Tests / unittests-macos (3.8, macos-12) / macos-job (gh)
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• Tests / unittests-macos (3.8, macos-m1-stable) / macos-job (gh)
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• Tests / unittests-macos (3.9, macos-12) / macos-job (gh)
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• Tests / unittests-windows (3.10, windows.4xlarge, cpu) / windows-job (gh)
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• Tests / unittests-windows (3.11, windows.4xlarge, cpu) / windows-job (gh)
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• Tests / unittests-windows (3.12, windows.4xlarge, cpu) / windows-job (gh)
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• Tests / unittests-windows (3.8, windows.4xlarge, cpu) / windows-job (gh)
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• Tests / unittests-windows (3.8, windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh)
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• Tests / unittests-windows (3.9, windows.4xlarge, cpu) / windows-job (gh)
  The process 'C:\Program Files\Git\cmd\git.exe' failed with exit code 128

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

• CMake / linux (linux.12xlarge, cpu) / linux-job (gh)
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• CMake / linux (linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
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• Docs / build / linux-job (gh)
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• Lint / python-source-and-configs / linux-job (gh)
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• Lint / python-types / linux-job (gh)
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• Prototype tests on Linux / unittests-prototype (3.10, linux.12xlarge, cpu) / linux-job (gh)
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• Prototype tests on Linux / unittests-prototype (3.11, linux.12xlarge, cpu) / linux-job (gh)
  The process '/usr/bin/git' failed with exit code 128
• Prototype tests on Linux / unittests-prototype (3.12, linux.12xlarge, cpu) / linux-job (gh)
  The process '/usr/bin/git' failed with exit code 128
• Prototype tests on Linux / unittests-prototype (3.8, linux.12xlarge, cpu) / linux-job (gh)
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• Prototype tests on Linux / unittests-prototype (3.8, linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
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• Prototype tests on Linux / unittests-prototype (3.9, linux.12xlarge, cpu) / linux-job (gh)
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• Tests / onnx / linux-job (gh)
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• Tests / unittests-extended / linux-job (gh)
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• Tests / unittests-linux (3.10, linux.12xlarge, cpu) / linux-job (gh)
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• Tests / unittests-linux (3.11, linux.12xlarge, cpu) / linux-job (gh)
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• Tests / unittests-linux (3.12, linux.12xlarge, cpu) / linux-job (gh)
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• Tests / unittests-linux (3.8, linux.12xlarge, cpu) / linux-job (gh)
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• Tests / unittests-linux (3.8, linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
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• Tests / unittests-linux (3.9, linux.12xlarge, cpu) / linux-job (gh)
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BROKEN TRUNK - The following job failed but were present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

• Build Windows Conda / pytorch/vision / upload / conda-py3_8-cpu (gh)
  Unable to find an artifact with the name: pytorch_vision__3.8_cpu_

This comment was automatically generated by Dr. CI and updates every 15 minutes.

[NicolasHug]

Thanks for the PR @matlabninja , this LGTM. There seem to be one minor lint issue (see below). I wasn't able to push the changes directly as the PR was created from your main branch on your fork.

lint issue should be fixed. Tests are passing locally, let's wait for the CI and I'll merge the PR

[matlabninja]

Thanks for closing @NicolasHug!