name: inductor-periodic

on:
  push:
    tags:
      - ciflow/inductor-periodic/*
  workflow_dispatch:
  schedule:
    # Run every 4 hours during the week and every 12 hours on the weekend
    - cron: 45 0,4,8,12,16,20 * * 1-5
    - cron: 45 4,12 * * 0,6

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:
  id-token: write
  contents: read

jobs:
  get-default-label-prefix:
    name: get-default-label-prefix
    uses: pytorch/pytorch/.github/workflows/_runner-determinator.yml@main
    if: ${{ (github.event_name != 'schedule' || github.repository == 'pytorch/pytorch') && github.repository_owner == 'pytorch' }}
    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 }}
      opt_out_experiments: lf

  periodic-dynamo-benchmarks-build:
    name: periodic-dynamo-benchmarks-build
    uses: ./.github/workflows/_linux-build.yml
    needs: get-default-label-prefix
    with:
      runner_prefix: "${{ needs.get-default-label-prefix.outputs.label-type }}"
      build-environment: linux-jammy-cuda12.8-py3.10-gcc9-sm86
      docker-image-name: ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc9-inductor-benchmarks
      cuda-arch-list: '8.0;8.6'
      test-matrix: |
        { include: [
          { config: "dynamo_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamo_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamo_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamo_eager_timm", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamo_eager_timm", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_eager_timm", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_eager_timm", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_aot_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_aot_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_aot_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_aot_eager_timm", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_aot_eager_timm", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_inductor_huggingface", shard: 1, num_shards: 1, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_inductor_timm", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_inductor_timm", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_inductor_torchbench", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "dynamic_inductor_torchbench", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_inductor_huggingface", shard: 1, num_shards: 1, runner: "linux.aws.a100" },
          { config: "aot_inductor_timm", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_inductor_timm", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_inductor_torchbench", shard: 1, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
          { config: "aot_inductor_torchbench", shard: 2, num_shards: 2, runner: "linux.g5.4xlarge.nvidia.gpu" },
        ]}
      build-additional-packages: "vision audio fbgemm torchao"
    secrets: inherit

  periodic-dynamo-benchmarks-test:
    name: periodic-dynamo-benchmarks-test
    uses: ./.github/workflows/_linux-test.yml
    needs: periodic-dynamo-benchmarks-build
    with:
      build-environment: linux-jammy-cuda12.8-py3.10-gcc9-sm86
      docker-image: ${{ needs.periodic-dynamo-benchmarks-build.outputs.docker-image }}
      test-matrix: ${{ needs.periodic-dynamo-benchmarks-build.outputs.test-matrix }}
    secrets: inherit

  rocm-periodic-dynamo-benchmarks-build:
    if: github.repository_owner == 'pytorch'
    name: rocm-periodic-dynamo-benchmarks-build
    uses: ./.github/workflows/_linux-build.yml
    with:
      build-environment: linux-jammy-rocm-py3_10
      docker-image-name: ci-image:pytorch-linux-jammy-rocm-n-py3-benchmarks
      sync-tag: rocm-build
      test-matrix: |
        { include: [
          { config: "dynamo_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamo_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamo_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamo_eager_timm", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamo_eager_timm", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "aot_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "aot_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "aot_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "aot_eager_timm", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "aot_eager_timm", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamic_aot_eager_torchbench", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamic_aot_eager_torchbench", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamic_aot_eager_huggingface", shard: 1, num_shards: 1, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamic_aot_eager_timm", shard: 1, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
          { config: "dynamic_aot_eager_timm", shard: 2, num_shards: 2, runner: "linux.rocm.gpu.gfx942.1" },
        ]}
    secrets: inherit

  rocm-periodic-dynamo-benchmarks-test:
    permissions:
      id-token: write
      contents: read
    name: rocm-periodic-dynamo-benchmarks-test
    uses: ./.github/workflows/_rocm-test.yml
    needs: rocm-periodic-dynamo-benchmarks-build
    with:
      build-environment: linux-jammy-rocm-py3_10
      docker-image: ${{ needs.rocm-periodic-dynamo-benchmarks-build.outputs.docker-image }}
      test-matrix: ${{ needs.rocm-periodic-dynamo-benchmarks-build.outputs.test-matrix }}
    secrets: inherit

  inductor-smoke-build:
    name: inductor-smoke-build
    uses: ./.github/workflows/_linux-build.yml
    needs:
      - get-default-label-prefix
    with:
      runner_prefix: "${{ needs.get-default-label-prefix.outputs.label-type }}"
      build-environment: linux-jammy-cuda12.8-py3.10-gcc9-sm80
      docker-image-name: ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc9-inductor-benchmarks
      cuda-arch-list: '8.0'
      test-matrix: |
        { include: [
          { config: "inductor_torchbench_smoketest_perf", shard: 1, num_shards: 1, runner: "linux.aws.a100" },
        ]}
      build-additional-packages: "vision audio fbgemm torchao"
    secrets: inherit

  inductor-smoke-test:
    name: inductor-smoke-test
    uses: ./.github/workflows/_linux-test.yml
    needs: inductor-smoke-build
    with:
      build-environment: linux-jammy-cuda12.8-py3.10-gcc9-sm80
      docker-image: ${{ needs.inductor-smoke-build.outputs.docker-image }}
      test-matrix: ${{ needs.inductor-smoke-build.outputs.test-matrix }}
    secrets: inherit

  periodic-dynamo-benchmarks-cpu-build:
    name: periodic-dynamo-benchmarks-cpu-build
    uses: ./.github/workflows/_linux-build.yml
    needs: get-default-label-prefix
    with:
      build-environment: linux-jammy-py3.10-gcc11-build
      docker-image-name: ci-image:pytorch-linux-jammy-py3-gcc11-inductor-benchmarks
      runner_prefix: "${{ needs.get-default-label-prefix.outputs.label-type }}"
      test-matrix: |
        { include: [
          { config: "cpu_inductor_huggingface", shard: 1, num_shards: 1, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_timm", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_timm", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_inductor_huggingface", shard: 1, num_shards: 1, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_inductor_timm", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_inductor_timm", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_freezing_avx2_huggingface", shard: 1, num_shards: 1, runner: "linux.10xlarge.avx2" },
          { config: "cpu_inductor_freezing_avx2_torchbench", shard: 1, num_shards: 2, runner: "linux.10xlarge.avx2" },
          { config: "cpu_inductor_freezing_avx2_torchbench", shard: 2, num_shards: 2, runner: "linux.10xlarge.avx2" },
          { config: "cpu_inductor_freezing_avx2_timm", shard: 1, num_shards: 2, runner: "linux.10xlarge.avx2" },
          { config: "cpu_inductor_freezing_avx2_timm", shard: 2, num_shards: 2, runner: "linux.10xlarge.avx2" },
          { config: "cpu_inductor_freezing_huggingface", shard: 1, num_shards: 1, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_freezing_timm", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_freezing_timm", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_amp_freezing_huggingface", shard: 1, num_shards: 1, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_amp_freezing_timm", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_amp_freezing_timm", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_freezing_huggingface", shard: 1, num_shards: 1, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_freezing_timm", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_freezing_timm", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "cpu_aot_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_aot_inductor_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_aot_inductor_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_aot_inductor_amp_freezing_torchbench", shard: 1, num_shards: 2, runner: "linux.8xlarge.amx" },
          { config: "dynamic_cpu_aot_inductor_amp_freezing_torchbench", shard: 2, num_shards: 2, runner: "linux.8xlarge.amx" },
        ]}
      build-additional-packages: "vision audio torchao"
    secrets: inherit

  periodic-dynamo-benchmarks-cpu-test:
    name: periodic-dynamo-benchmarks-cpu-test
    uses: ./.github/workflows/_linux-test.yml
    needs: periodic-dynamo-benchmarks-cpu-build
    with:
      build-environment: linux-jammy-py3.10-gcc11-build
      docker-image: ${{ needs.periodic-dynamo-benchmarks-cpu-build.outputs.docker-image }}
      test-matrix: ${{ needs.periodic-dynamo-benchmarks-cpu-build.outputs.test-matrix }}
    secrets: inherit
