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Introduce autotuning to conv2d and conv_transpose2d with a new im2col/GEMM algorithm #5436

Introduce autotuning to conv2d and conv_transpose2d with a new im2col/GEMM algorithm

Introduce autotuning to conv2d and conv_transpose2d with a new im2col/GEMM algorithm #5436

Workflow file for this run

name: CI
on:
push:
branches:
- main
paths:
- 'Cargo.lock'
- '**.rs'
- '**.sh'
- '**.ps1'
- '**.yml'
- '**.toml'
- '!**.md'
- '!LICENSE-APACHE'
- '!LICENSE-MIT'
pull_request:
types: [opened, synchronize]
paths:
- 'Cargo.lock'
- '**.rs'
- '**.sh'
- '**.ps1'
- '**.yml'
- '**.toml'
- '!**.md'
- '!LICENSE-APACHE'
- '!LICENSE-MIT'
env:
# Note: It is not possible to define env vars in composite actions.
# To work around this issue we use inputs and define all the env vars here.
RUST_PREVIOUS_VERSION: 1.80.0
# Cargo
CARGO_TERM_COLOR: "always"
# Dependency versioning
# from wgpu repo: https://github.com/gfx-rs/wgpu/blob/trunk/.github/workflows/ci.yml
# Sourced from https://vulkan.lunarg.com/sdk/home#linux
VULKAN_SDK_VERSION: "1.3.268"
# Sourced from https://archive.mesa3d.org/. Bumping this requires
# updating the mesa build in https://github.com/gfx-rs/ci-build and creating a new release.
MESA_VERSION: "23.3.1"
# Corresponds to https://github.com/gfx-rs/ci-build/releases
MESA_CI_BINARY_BUILD: "build18"
# Sourced from https://www.nuget.org/packages/Microsoft.Direct3D.WARP
WARP_VERSION: "1.0.8"
# Sourced from https://github.com/microsoft/DirectXShaderCompiler/releases
# Must also be changed in shaders.yaml
DXC_RELEASE: "v1.7.2308"
DXC_FILENAME: "dxc_2023_08_14.zip"
# Mozilla Grcov
GRCOV_LINK: "https://github.com/mozilla/grcov/releases/download"
GRCOV_VERSION: "0.8.19"
# Typos version
TYPOS_LINK: "https://github.com/crate-ci/typos/releases/download"
TYPOS_VERSION: "1.23.4"
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
prepare-checks:
runs-on: ubuntu-latest
outputs:
rust-prev-version: ${{ env.RUST_PREVIOUS_VERSION }}
steps:
- name: Do Nothing
if: false
run: echo
code-quality:
runs-on: ubuntu-22.04
needs: prepare-checks
strategy:
matrix:
rust: [stable]
include:
- rust: stable
toolchain: stable
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-linux
# --------------------------------------------------------------------------------
- name: Audit
run: cargo xtask check audit
# --------------------------------------------------------------------------------
- name: Format
shell: bash
env:
# work around for colors
# see: https://github.com/rust-lang/rustfmt/issues/3385
TERM: xterm-256color
run: cargo xtask check format
# --------------------------------------------------------------------------------
- name: Lint
run: cargo xtask check lint
# --------------------------------------------------------------------------------
- name: Typos
uses: tracel-ai/github-actions/check-typos@v1
documentation:
runs-on: ubuntu-22.04
needs: prepare-checks
strategy:
matrix:
rust: [stable]
include:
- rust: stable
toolchain: stable
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-linux
# --------------------------------------------------------------------------------
- name: Documentation Build
run: cargo xtask doc build
# --------------------------------------------------------------------------------
- name: Documentation Tests
run: cargo xtask doc tests
linux-std-tests:
runs-on: ubuntu-22.04
needs: prepare-checks
strategy:
matrix:
rust: [stable, prev]
include:
- rust: stable
toolchain: stable
coverage: --enable-coverage
- rust: prev
toolchain: ${{ needs.prepare-checks.outputs.rust-prev-version }}
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-linux
# --------------------------------------------------------------------------------
- name: Setup Linux runner
uses: tracel-ai/github-actions/setup-linux@v1
with:
vulkan-sdk-version: ${{ env.VULKAN_SDK_VERSION }}
mesa-version: ${{ env.MESA_VERSION }}
mesa-ci-build-version: ${{ env.MESA_CI_BINARY_BUILD }}
cargo-package-to-clean: burn-tch
# --------------------------------------------------------------------------------
- name: Install grcov
if: matrix.rust == 'stable'
shell: bash
run: |
curl -L "$GRCOV_LINK/v$GRCOV_VERSION/grcov-x86_64-unknown-linux-musl.tar.bz2" |
tar xj -C $HOME/.cargo/bin
cargo xtask coverage install
# --------------------------------------------------------------------------------
- name: Tests
run: cargo xtask ${{ matrix.coverage }} test --ci
# --------------------------------------------------------------------------------
- name: Generate lcov.info
if: matrix.rust == 'stable'
# /* is to exclude std library code coverage from analysis
run: cargo xtask coverage generate --ignore "/*,xtask/*,examples/*"
# --------------------------------------------------------------------------------
- name: Codecov upload lcov.info
if: matrix.rust == 'stable'
uses: codecov/codecov-action@v4
with:
files: lcov.info
token: ${{ secrets.CODECOV_TOKEN }}
linux-no-std-tests:
runs-on: ubuntu-22.04
needs: prepare-checks
strategy:
matrix:
rust: [stable, prev]
include:
- rust: stable
toolchain: stable
- rust: prev
toolchain: ${{ needs.prepare-checks.outputs.rust-prev-version }}
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-linux-no-std
# --------------------------------------------------------------------------------
- name: Setup Linux runner
uses: tracel-ai/github-actions/setup-linux@v1
with:
vulkan-sdk-version: ${{ env.VULKAN_SDK_VERSION }}
mesa-version: ${{ env.MESA_VERSION }}
mesa-ci-build-version: ${{ env.MESA_CI_BINARY_BUILD }}
# --------------------------------------------------------------------------------
- name: Crates Build
run: cargo xtask --execution-environment no-std build --ci
# --------------------------------------------------------------------------------
- name: Crates Tests
run: cargo xtask --execution-environment no-std test --ci
windows-std-tests:
runs-on: windows-2022
needs: prepare-checks
env:
DISABLE_WGPU: '1'
# Keep the stragegy to be able to easily add new rust versions if required
strategy:
matrix:
rust: [stable]
include:
- rust: stable
toolchain: stable
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-windows
# --------------------------------------------------------------------------------
- name: Setup Windows runner
if: env.DISABLE_WGPU != '1'
uses: tracel-ai/github-actions/setup-windows@v1
with:
dxc-release: ${{ env.DXC_RELEASE }}
dxc-filename: ${{ env.DXC_FILENAME }}
mesa-version: ${{ env.MESA_VERSION }}
warp-version: ${{ env.WARP_VERSION }}
# --------------------------------------------------------------------------------
- name: Tests
run: cargo xtask test --ci
macos-std-tests:
runs-on: blaze/macos-14
needs: prepare-checks
# Keep the stragegy to be able to easily add new rust versions if required
strategy:
matrix:
rust: [stable]
include:
- rust: stable
toolchain: stable
steps:
- name: Setup Rust
uses: tracel-ai/github-actions/setup-rust@v1
with:
rust-toolchain: ${{ matrix.toolchain }}
cache-key: ${{ matrix.rust }}-macos
# --------------------------------------------------------------------------------
- name: Tests
run: cargo xtask test --ci