Add note about improvements only happening on v2 now

[NicolasHug]

Minor doc follow-up to #8111 as discussed offline with @pmeier

cc @vfdev-5

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/8114

• 📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

❌ 38 New Failures, 6 Unrelated Failures

As of commit 85af592 with merge base 07729eb ():

NEW FAILURES - The following jobs have failed:

• Build Aarch64 Linux Wheels / ${{ matrix.repository }} (gh)
• Build Linux Conda / ${{ matrix.repository }} (gh)
• Build Linux Wheels / ${{ matrix.repository }} (gh)
• Build Linux Wheels / generate-matrix / generate (gh)
• Build M1 Conda / ${{ matrix.repository }} (gh)
• Build M1 Wheels / ${{ matrix.repository }} (gh)
• Build Macos Conda / ${{ matrix.repository }} (gh)
• Build Macos Conda / generate-matrix / generate (gh)
• Build Windows Conda / pytorch/vision / ${{ matrix.build_name }} (gh)
• Build Windows Wheels / ${{ matrix.repository }} (gh)
• CMake / linux (linux.12xlarge, cpu) / linux-job (gh)
• CMake / linux (linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
• CMake / macos (macos-12) / macos-job (gh)
• CMake / macos (macos-m1-12) / macos-job (gh)
• CMake / windows (windows.4xlarge, cpu) / windows-job (gh)
• Docs / build / linux-job (gh)
• Docs / upload (gh)
• Lint / bc (gh)
• Lint / c-source / linux-job (gh)
• Lint / python-source-and-configs / linux-job (gh)
• Lint / python-types / linux-job (gh)
• Prototype tests on Linux / unittests-prototype (3.10, linux.12xlarge, cpu) / linux-job (gh)
• Prototype tests on Linux / unittests-prototype (3.11, linux.12xlarge, cpu) / linux-job (gh)
• Prototype tests on Linux / unittests-prototype (3.8, linux.12xlarge, cpu) / linux-job (gh)
• Prototype tests on Linux / unittests-prototype (3.8, linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
• Prototype tests on Linux / unittests-prototype (3.9, linux.12xlarge, cpu) / linux-job (gh)
• Tests / onnx / linux-job (gh)
• Tests / unittests-extended / linux-job (gh)
• Tests / unittests-linux (3.8, linux.12xlarge, cpu) / linux-job (gh)
• Tests / unittests-linux (3.8, linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
• Tests / unittests-macos (3.10, macos-12) / macos-job (gh)
• Tests / unittests-macos (3.8, macos-12) / macos-job (gh)
• Tests / unittests-macos (3.8, macos-m1-12) / macos-job (gh)
• Tests / unittests-macos (3.9, macos-12) / macos-job (gh)
• Tests / unittests-windows (3.10, windows.4xlarge, cpu) / windows-job (gh)
• Tests / unittests-windows (3.11, windows.4xlarge, cpu) / windows-job (gh)
• Tests / unittests-windows (3.8, windows.4xlarge, cpu) / windows-job (gh)
• Tests / unittests-windows (3.9, windows.4xlarge, cpu) / windows-job (gh)

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

• CMake / windows (windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh)
• Tests / unittests-linux (3.10, linux.12xlarge, cpu) / linux-job (gh)
• Tests / unittests-linux (3.11, linux.12xlarge, cpu) / linux-job (gh)
• Tests / unittests-linux (3.9, linux.12xlarge, cpu) / linux-job (gh)
• Tests / unittests-macos (3.11, macos-12) / macos-job (gh)
• Tests / unittests-windows (3.8, windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh)

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[pmeier]

Thanks!