sgl-kernel-npu/.github/workflows/pr-test-npu.yml at main · sgl-project/sgl-kernel-npu · GitHub

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name: PR Test for SGL-KERNEL-NPU (Ascend NPU)

on:
  pull_request:
    branches: [ main ]
    paths:
      - "build.sh"
      - "cmake/**"
      - "python/**"
      - "csrc/**"
      - "tests/**"
      - "scripts/**"
      - ".github/workflows/pr-test-npu.yml"
  workflow_dispatch:

concurrency:
  group: pr-test-npu-${{ github.ref }}
  cancel-in-progress: true

jobs:
  get-changed-files:
    name: Check changed files
    runs-on: ubuntu-latest
    outputs:
      ops2_changed: ${{ steps.match-groups.outputs.ops2_any_changed }}
      ops_changed: ${{ steps.match-groups.outputs.ops_any_changed }}
      common_changed: ${{ steps.match-groups.outputs.common_any_changed }}
    steps:
      - name: Checkout code
        uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Match changed files
        id: match-groups
        uses: tj-actions/changed-files@v45
        with:
          files_yaml: |
            ops:
              - csrc/deepep/ops/**
            ops2:
              - csrc/deepep/ops2/**
            common:
              - csrc/**
              - '!csrc/deepep/ops/**'
              - '!csrc/deepep/ops2/**'
              - build.sh
              - cmake/**
              - python/**
              - tests/**
              - scripts/**
              - .github/workflows/pr-test-npu.yml

  test-all-build:
    needs: get-changed-files
    if: |
      github.event_name == 'workflow_dispatch' || (
        (github.repository == 'sgl-project/sgl-kernel-npu' || github.event_name == 'pull_request') &&
        github.event.pull_request.draft == false &&
        (needs.get-changed-files.outputs.ops_changed == 'true' || needs.get-changed-files.outputs.common_changed == 'true')
      )
    runs-on: linux-aarch64-a3-16
    container:
      image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-a3-ubuntu22.04-py3.11
    steps:
      - name: Clean git config
        run: |
          CONFIG_KEY='http.https://gh-proxy.test.osinfra.cn/.extraheader'
          git config --global --unset "$CONFIG_KEY" || true

      - name: Clean workspace
        run: |
          sudo rm -rf --one-file-system "$GITHUB_WORKSPACE"/* "$GITHUB_WORKSPACE"/.* 2>/dev/null || true

      - name: Checkout code
        uses: actions/checkout@v4
        with:
          clean: true

      - name: Install dependencies
        run: |
          # speed up by using infra cache services
          CACHING_URL="cache-service.nginx-pypi-cache.svc.cluster.local"
          sed -Ei "s@(ports|archive).ubuntu.com@${CACHING_URL}:8081@g" /etc/apt/sources.list
          pip config set global.index-url http://${CACHING_URL}/pypi/simple
          pip config set global.trusted-host ${CACHING_URL}

          bash scripts/npu_ci_install_dependency.sh

      - name: Prepare Deepep
        run: bash scripts/prepare_deepep_in_container.sh

      - name: Run test intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for little bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=4

      - name: Run test intranode for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=8192

      - name: Run test multi-round intranode
        timeout-minutes: 10
        env:
          DEEPEP_NORMAL_LONG_SEQ_ROUND: 5
          DEEPEP_NORMAL_LONG_SEQ_PER_ROUND_TOKENS: 512
          HCCL_BUFFSIZE: 1000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2122
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2048

      - name: Run test little processes intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2

      - name: Run test hidden intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=4096
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=6144
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=7168

      - name: Run test topk num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=16

      - name: Run test experts num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-experts=512 --num-processes=8

      - name: Run test intranode for active ranks
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --active-ranks="0,1,3"

      - name: Run test intranode for DeepXtrace
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-diagnose

      - name: Run test intranode for int8 quant
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
          DEEP_NORMAL_MODE_USE_INT8_QUANT: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for output parameters of different types
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
          MOE_EXPERT_TOKEN_NUMS_TYPE: 0
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-dynamic-tokens

      - name: Run test low latency
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=2

      - name: Run test low latency for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3825
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=512

      - name: Run test low latency for little num processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2

      - name: Run test low latency for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=4096
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=6144
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=7168

      - name: Run test low latency for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1969
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=4
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=16

      - name: Run test low latency for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 7481
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-experts=1024

      - name: Run test low latency for drop percent
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
          MOE_ENABLE_TOPK_NEG_ONE: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --drop-percent=0.3

      - name: Run test low latency for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --enable-dynamic-tokens

      - name: Run test base fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 256

      - name: Run test muti-model for fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256 --hidden 6144 --moe-intermediate-size 2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128 --hidden 6144 --moe-intermediate-size 2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256 --hidden 4096 --moe-intermediate-size 1536
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 256 --hidden 4096 --moe-intermediate-size 1536
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128 --hidden 4096 --moe-intermediate-size 1536

      - name: Run test fused deepep moe eplb
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --topk-drop-col 3
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --topk-drop-prob 0.3
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --topk-drop-col 2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --topk-drop-col 3 --num-experts 16
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 4 --topk-drop-col 1 --num-experts 32

      - name: Run test fused deepep moe for little processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-processes=2 --num-experts=24

      - name: Run test fused deepep moe for bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens=256

      - name: Run test fused deepep moe for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --hidden=7168

      - name: Run test fused deepep moe for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-topk=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-topk=12

      - name: Run test fused deepep moe for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-processes=2 --num-topk=1 --num-experts=4
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-experts=384

      - name: Run test mixed running
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py

      - name: Run test mixed running for little processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --test-loop=100

      - name: Run test mixed running for bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=1 --low-latency-num-tokens=1 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=8192 --low-latency-num-tokens=512 --test-loop=100

      - name: Run test mixed running for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=2048 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=4096 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=6144 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=7168 --test-loop=100

      - name: Run test mixed running for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=1 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=16 --test-loop=100

      - name: Run test mixed running for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-experts=512 --test-loop=100 --num-processes=8

      - name: Run test mixed running for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --test-loop=100 --enable-dynamic-tokens

      - name: Run test generalization of fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2048
        run: bash scripts/generalization_test_fused_deep_moe.sh

  test-build-deepep-a3:
    needs: get-changed-files
    if: |
      github.event_name == 'workflow_dispatch' || (
        (github.repository == 'sgl-project/sgl-kernel-npu' || github.event_name == 'pull_request') &&
        github.event.pull_request.draft == false &&
        (needs.get-changed-files.outputs.ops_changed == 'true' || needs.get-changed-files.outputs.common_changed == 'true')
      )
    runs-on: linux-aarch64-a3-16
    container:
      image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-a3-ubuntu22.04-py3.11
    steps:
      - name: Clean git config
        run: |
          CONFIG_KEY='http.https://gh-proxy.test.osinfra.cn/.extraheader'
          git config --global --unset "$CONFIG_KEY" || true

      - name: Clean workspace
        run: |
          sudo rm -rf --one-file-system "$GITHUB_WORKSPACE"/* "$GITHUB_WORKSPACE"/.* 2>/dev/null || true

      - name: Checkout code
        uses: actions/checkout@v4
        with:
          clean: true

      - name: Install dependencies
        run: |
          # speed up by using infra cache services
          CACHING_URL="cache-service.nginx-pypi-cache.svc.cluster.local"
          sed -Ei "s@(ports|archive).ubuntu.com@${CACHING_URL}:8081@g" /etc/apt/sources.list
          pip config set global.index-url http://${CACHING_URL}/pypi/simple
          pip config set global.trusted-host ${CACHING_URL}

          bash scripts/npu_ci_install_dependency.sh

      - name: Prepare Deepep
        run: bash scripts/prepare_deepep_in_container.sh -a deepep

      - name: Run test intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for little bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=4

      - name: Run test intranode for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=8192

      - name: Run test multi-round intranode
        timeout-minutes: 10
        env:
          DEEPEP_NORMAL_LONG_SEQ_ROUND: 5
          DEEPEP_NORMAL_LONG_SEQ_PER_ROUND_TOKENS: 512
          HCCL_BUFFSIZE: 1000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2122
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2048

      - name: Run test little processes intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2

      - name: Run test hidden intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=4096
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=6144
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=7168

      - name: Run test topk num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=16

      - name: Run test experts num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-experts=512 --num-processes=8

      - name: Run test intranode for active ranks
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --active-ranks="0,1,3"

      - name: Run test intranode for DeepXtrace
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-diagnose

      - name: Run test intranode for int8 quant
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
          DEEP_NORMAL_MODE_USE_INT8_QUANT: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for output parameters of different types
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
          MOE_EXPERT_TOKEN_NUMS_TYPE: 0
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py

      - name: Run test intranode for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-dynamic-tokens

      - name: Run test low latency
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=2

      - name: Run test low latency for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3825
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=512

      - name: Run test low latency for little num processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2

      - name: Run test low latency for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=4096
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=6144
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=7168

      - name: Run test low latency for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1969
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=4
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=16

      - name: Run test low latency for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 7481
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-experts=1024

      - name: Run test low latency for drop percent
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
          MOE_ENABLE_TOPK_NEG_ONE: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --drop-percent=0.3

      - name: Run test low latency for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --enable-dynamic-tokens

      - name: Run test base fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 256

      - name: Run test muti-model for fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256 --hidden 6144 --moe-intermediate-size 2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128 --hidden 6144 --moe-intermediate-size 2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --num-experts 256 --hidden 4096 --moe-intermediate-size 1536
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 256 --hidden 4096 --moe-intermediate-size 1536
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 48 --num-experts 128 --hidden 4096 --moe-intermediate-size 1536

      - name: Run test fused deepep moe eplb
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --topk-drop-col 3
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --topk-drop-prob 0.3
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --topk-drop-col 2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 2 --topk-drop-col 3 --num-experts 16
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens 4 --topk-drop-col 1 --num-experts 32

      - name: Run test fused deepep moe for little processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-processes=2 --num-experts=24

      - name: Run test fused deepep moe for bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-tokens=256

      - name: Run test fused deepep moe for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --hidden=2048
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --hidden=7168

      - name: Run test fused deepep moe for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-topk=1
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-topk=12

      - name: Run test fused deepep moe for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-processes=2 --num-topk=1 --num-experts=4
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_fused_deep_moe.py --num-experts=384

      - name: Run test mixed running
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py

      - name: Run test mixed running for little processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --test-loop=100

      - name: Run test mixed running for bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=1 --low-latency-num-tokens=1 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=8192 --low-latency-num-tokens=512 --test-loop=100

      - name: Run test mixed running for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2241
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=2048 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=4096 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=6144 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=7168 --test-loop=100

      - name: Run test mixed running for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-experts=512 --test-loop=100 --num-processes=8

      - name: Run test mixed running for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4065
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=1 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=16 --test-loop=100

      - name: Run test mixed running for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --test-loop=100 --enable-dynamic-tokens

      - name: Run test generalization of fused deep moe
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2048
        run: bash scripts/generalization_test_fused_deep_moe.sh

  test-build-deepep-a2:
    needs: get-changed-files
    if: |
      github.event_name == 'workflow_dispatch' || (
        (github.repository == 'sgl-project/sgl-kernel-npu' || github.event_name == 'pull_request') &&
        github.event.pull_request.draft == false &&
        (needs.get-changed-files.outputs.ops2_changed == 'true' || needs.get-changed-files.outputs.common_changed == 'true')
      )
    runs-on: linux-aarch64-a2-8
    container:
      image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-910b-ubuntu22.04-py3.11
    steps:
      - name: Clean git config
        run: |
          CONFIG_KEY='http.https://gh-proxy.test.osinfra.cn/.extraheader'
          git config --global --unset "$CONFIG_KEY" || true

      - name: Clean workspace
        run: |
          sudo rm -rf --one-file-system "$GITHUB_WORKSPACE"/* "$GITHUB_WORKSPACE"/.* 2>/dev/null || true

      - name: Checkout code
        uses: actions/checkout@v4
        with:
          clean: true

      - name: Install dependencies
        run: |
          # speed up by using infra cache services
          CACHING_URL="cache-service.nginx-pypi-cache.svc.cluster.local"
          sed -Ei "s@(ports|archive).ubuntu.com@${CACHING_URL}:8081@g" /etc/apt/sources.list
          pip config set global.index-url http://${CACHING_URL}/pypi/simple
          pip config set global.trusted-host ${CACHING_URL}

          bash scripts/npu_ci_install_dependency.sh

      - name: Prepare Deepep
        run: bash scripts/prepare_deepep_in_container.sh -a deepep2

      - name: Run test intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=8

      - name: Run test intranode for little bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=1 --num-processes=8

      - name: Run test intranode for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4500
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=8000 --num-processes=8

      - name: Run test little processes intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2

      - name: Run test hidden intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=2048 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=4096 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --hidden=6144 --num-processes=8

      - name: Run test topk num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 4500
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=1 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-topk=16 --num-processes=8

      - name: Run test experts num intranode
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-experts=512 --num-processes=8

      - name: Run test intranode for active ranks
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=8 --active-ranks="0,1,3"

      - name: Run test intranode for DeepXtrace
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-diagnose --num-processes=8

      - name: Run test multi-round intranode
        timeout-minutes: 10
        env:
          DEEPEP_NORMAL_LONG_SEQ_ROUND: 5
          DEEPEP_NORMAL_LONG_SEQ_PER_ROUND_TOKENS: 512
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2122 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-tokens=2048 --num-processes=8

      - name: Run test intranode for int8 quant
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
          DEEP_NORMAL_MODE_USE_INT8_QUANT: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=8

      - name: Run test intranode for output parameters of different types
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
          MOE_EXPERT_TOKEN_NUMS_TYPE: 0
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --num-processes=8

      - name: Run test intranode for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_intranode.py --enable-dynamic-tokens --num-processes=8

      - name: Run test low latency
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=1 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-tokens=2 --num-processes=8

      - name: Run test low latency for big bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3825
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=8 --num-tokens=512

      - name: Run test low latency for little num processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2

      - name: Run test low latency for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=2048 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=4096 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=6144 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --hidden=7168 --num-processes=8

      - name: Run test low latency for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1969
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=4 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-topk=16 --num-processes=8

      - name: Run test low latency for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 7481
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-experts=1024 --num-processes=8

      - name: Run test low latency for drop percent
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 1913
          MOE_ENABLE_TOPK_NEG_ONE: 1
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --drop-percent=0.3 --num-processes=8

      - name: Run test low latency for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 2300
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_low_latency.py --num-processes=8 --enable-dynamic-tokens

      - name: Run test mixed running
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=8

      - name: Run test mixed running for little processes
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --test-loop=100

      - name: Run test mixed running for bs
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 5000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=1 --low-latency-num-tokens=1 --test-loop=100 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --normal-num-tokens=8000 --low-latency-num-tokens=512 --test-loop=100 --num-processes=8

      - name: Run test mixed running for hidden
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=2048 --test-loop=100 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=4096 --test-loop=100 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --hidden=6144 --test-loop=100 --num-processes=8

      - name: Run test mixed running for topk
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 5000
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=1 --test-loop=100 --num-processes=8
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-topk=16 --test-loop=100 --num-processes=8

      - name: Run test mixed running for experts
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-processes=2 --num-topk=1 --num-experts=2 --test-loop=100
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --num-experts=512 --test-loop=100 --num-processes=8

      - name: Run test mixed running for dynamic tokens
        timeout-minutes: 10
        env:
          HCCL_BUFFSIZE: 3769
        run: |
          python3 $GITHUB_WORKSPACE/tests/python/deepep/test_normal_and_low_latency.py --test-loop=100 --enable-dynamic-tokens --num-processes=8

  test-build-deepep-internode:
    name: multi-node
    if: ${{ (github.repository == 'sgl-project/sgl-kernel-npu' || github.event_name == 'pull_request') }}
    strategy:
      fail-fast: false
      max-parallel: 1
      matrix:
        test_config:
          - name: test_internode_a2
            node_size: 2
            test_case: tests/python/deepep/test_internode_a2.py
    uses: ./.github/workflows/internode.yml
    with:
      soc_version: a2
      runner: linux-aarch64-a2-0
      image: 'swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-910b-ubuntu22.04-py3.11'
      test_config_name: ${{ matrix.test_config.name }}
      node_size: ${{ matrix.test_config.node_size }}