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inductor.yml
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name: inductor
on:
push:
branches:
- main
- release/*
tags:
- ciflow/inductor/*
schedule:
- cron: 29 8 * * * # about 1:29am PDT, for mem leak check and rerun disabled tests
workflow_dispatch:
concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref_name }}-${{ github.ref_type == 'branch' && github.sha }}-${{ github.event_name == 'workflow_dispatch' }}
cancel-in-progress: true
permissions: read-all
jobs:
get-label-type:
name: get-label-type
uses: ./.github/workflows/_runner-determinator.yml
with:
triggering_actor: ${{ github.triggering_actor }}
issue_owner: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
curr_branch: ${{ github.head_ref || github.ref_name }}
curr_ref_type: ${{ github.ref_type }}
linux-focal-cuda12_1-py3_10-gcc9-inductor-build:
name: cuda12.1-py3.10-gcc9-sm86
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
build-environment: linux-focal-cuda12.1-py3.10-gcc9-sm86
docker-image-name: pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9-inductor-benchmarks
cuda-arch-list: '8.6'
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_distributed", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.12xlarge.nvidia.gpu" },
{ config: "inductor_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "dynamic_inductor_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "dynamic_inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "dynamic_inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "dynamic_inductor_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "dynamic_inductor_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "aot_inductor_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "aot_inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "aot_inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "aot_inductor_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "aot_inductor_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_cpp_wrapper_abi_compatible", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
]}
secrets: inherit
linux-focal-cuda12_1-py3_10-gcc9-inductor-test:
name: cuda12.1-py3.10-gcc9-sm86
uses: ./.github/workflows/_linux-test.yml
needs: linux-focal-cuda12_1-py3_10-gcc9-inductor-build
with:
build-environment: linux-focal-cuda12.1-py3.10-gcc9-sm86
docker-image: ${{ needs.linux-focal-cuda12_1-py3_10-gcc9-inductor-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-focal-cuda12_1-py3_10-gcc9-inductor-build.outputs.test-matrix }}
secrets: inherit
linux-focal-cuda12_1-py3_12-gcc9-inductor-build:
name: cuda12.1-py3.12-gcc9-sm86
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
build-environment: linux-focal-cuda12.1-py3.12-gcc9-sm86
docker-image-name: pytorch-linux-focal-cuda12.1-cudnn9-py3.12-gcc9-inductor-benchmarks
cuda-arch-list: '8.6'
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
]}
secrets: inherit
linux-focal-cuda12_1-py3_12-gcc9-inductor-test:
name: cuda12.1-py3.12-gcc9-sm86
uses: ./.github/workflows/_linux-test.yml
needs: linux-focal-cuda12_1-py3_12-gcc9-inductor-build
with:
build-environment: linux-focal-cuda12.1-py3.12-gcc9-sm86
docker-image: ${{ needs.linux-focal-cuda12_1-py3_12-gcc9-inductor-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-focal-cuda12_1-py3_12-gcc9-inductor-build.outputs.test-matrix }}
secrets: inherit
linux-jammy-cpu-py3_12-inductor-halide-build:
name: linux-jammy-cpu-py3.12-gcc11-inductor-halide
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
build-environment: linux-jammy-py3.12-gcc11
docker-image-name: pytorch-linux-jammy-py3.12-halide
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor-halide", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
]}
secrets: inherit
linux-jammy-cpu-py3_12-inductor-halide-test:
name: linux-jammy-cpu-py3.12-gcc11-inductor-halide
uses: ./.github/workflows/_linux-test.yml
needs: linux-jammy-cpu-py3_12-inductor-halide-build
with:
build-environment: linux-jammy-py3.12-gcc11
docker-image: ${{ needs.linux-jammy-cpu-py3_12-inductor-halide-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-jammy-cpu-py3_12-inductor-halide-build.outputs.test-matrix }}
secrets: inherit
linux-jammy-cpu-py3_12-inductor-triton-cpu-build:
name: linux-jammy-cpu-py3.12-gcc11-inductor-triton-cpu
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
build-environment: linux-jammy-py3.12-gcc11
docker-image-name: pytorch-linux-jammy-py3.12-triton-cpu
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor-triton-cpu", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
]}
linux-jammy-cpu-py3_12-inductor-triton-cpu-test:
name: linux-jammy-cpu-py3.12-gcc11-inductor-triton-cpu
uses: ./.github/workflows/_linux-test.yml
needs: linux-jammy-cpu-py3_12-inductor-triton-cpu-build
with:
build-environment: linux-jammy-py3.12-gcc11
docker-image: ${{ needs.linux-jammy-cpu-py3_12-inductor-triton-cpu-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-jammy-cpu-py3_12-inductor-triton-cpu-build.outputs.test-matrix }}
linux-focal-cuda12_4-py3_10-gcc9-inductor-build:
# Should be synced with the one in inductor-periodic.yml but this only runs inductor_timm
name: cuda12.4-py3.10-gcc9-sm86
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
sync-tag: linux-focal-cuda12_4-py3_10-gcc9-inductor-build
build-environment: linux-focal-cuda12.4-py3.10-gcc9-sm86
docker-image-name: pytorch-linux-focal-cuda12.4-cudnn9-py3-gcc9-inductor-benchmarks
cuda-arch-list: '8.6'
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
{ config: "inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.g5.4xlarge.nvidia.gpu" },
]}
secrets: inherit
linux-focal-cuda12_4-py3_10-gcc9-inductor-test:
name: cuda12.4-py3.10-gcc9-sm86
uses: ./.github/workflows/_linux-test.yml
needs: linux-focal-cuda12_4-py3_10-gcc9-inductor-build
with:
sync-tag: linux-focal-cuda12_4-py3_10-gcc9-inductor-test
build-environment: linux-focal-cuda12.4-py3.10-gcc9-sm86
docker-image: ${{ needs.linux-focal-cuda12_4-py3_10-gcc9-inductor-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-focal-cuda12_4-py3_10-gcc9-inductor-build.outputs.test-matrix }}
secrets: inherit
linux-jammy-cpu-py3_9-gcc11-inductor-build:
name: linux-jammy-cpu-py3.9-gcc11-inductor
uses: ./.github/workflows/_linux-build.yml
needs: get-label-type
with:
build-environment: linux-jammy-py3.9-gcc11-build
docker-image-name: pytorch-linux-jammy-py3.9-gcc11-inductor-benchmarks
runner_prefix: "${{ needs.get-label-type.outputs.label-type }}"
test-matrix: |
{ include: [
{ config: "inductor_avx512", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "inductor_avx512", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_freezing_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_freezing_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_freezing_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_inductor_amp_freezing_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.16xlarge.spr" },
{ config: "cpu_inductor_amp_freezing_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.16xlarge.spr" },
{ config: "cpu_inductor_amp_freezing_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.16xlarge.spr" },
{ config: "cpu_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.16xlarge.spr" },
{ config: "cpu_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.16xlarge.spr" },
{ config: "dynamic_cpu_inductor_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_inductor_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_inductor_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_inductor_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_inductor_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_freezing_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_freezing_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_freezing_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "cpu_aot_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.12xlarge" },
{ config: "inductor_torchbench_cpu_smoketest_perf", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.24xl.spr-metal" },
{ config: "inductor_avx2", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "inductor_avx2", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "cpu_inductor_freezing_avx2_huggingface", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "cpu_inductor_freezing_avx2_torchbench", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "cpu_inductor_freezing_avx2_torchbench", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "cpu_inductor_freezing_avx2_timm", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
{ config: "cpu_inductor_freezing_avx2_timm", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}linux.10xlarge.avx2" },
]}
secrets: inherit
linux-jammy-cpu-py3_9-gcc11-inductor-test:
name: linux-jammy-cpu-py3.9-gcc11-inductor
uses: ./.github/workflows/_linux-test.yml
needs: linux-jammy-cpu-py3_9-gcc11-inductor-build
with:
build-environment: linux-jammy-py3.9-gcc11-build
docker-image: ${{ needs.linux-jammy-cpu-py3_9-gcc11-inductor-build.outputs.docker-image }}
test-matrix: ${{ needs.linux-jammy-cpu-py3_9-gcc11-inductor-build.outputs.test-matrix }}
secrets: inherit