sglangv0.5.2 & support Qwen3-Next-80B-A3B-Instruct
This commit is contained in:
377
.github/workflows/pr-test-amd.yml
vendored
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377
.github/workflows/pr-test-amd.yml
vendored
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name: PR Test (AMD)
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on:
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push:
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branches: [ main ]
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paths:
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- "python/**"
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- "scripts/ci/**"
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- "test/**"
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- "sgl-kernel/**"
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- ".github/workflows/pr-test-amd.yml"
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pull_request:
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branches: [ main ]
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paths:
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- "python/**"
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- "scripts/ci/**"
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- "test/**"
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- "sgl-kernel/**"
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- ".github/workflows/pr-test-amd.yml"
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workflow_dispatch:
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concurrency:
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group: pr-test-amd-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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accuracy-test-1-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Evaluate Accuracy
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timeout-minutes: 30
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run: |
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bash scripts/ci/amd_ci_exec.sh -e SGLANG_USE_AITER=0 python3 test_eval_accuracy_large.py
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bash scripts/ci/amd_ci_exec.sh python3 test_eval_fp8_accuracy.py
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bash scripts/ci/amd_ci_exec.sh python3 models/test_qwen_models.py
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accuracy-test-2-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-2, linux-mi325-gpu-2, linux-mi35x-gpu-2]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Evaluate accuracy (TP=2)
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timeout-minutes: 60
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run: |
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bash scripts/ci/amd_ci_exec.sh -e SGLANG_USE_AITER=0 python3 test_moe_eval_accuracy_large.py
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mla-test-1-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: MLA TEST
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timeout-minutes: 30
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 test_mla.py
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performance-test-1-gpu-part-1-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Benchmark single latency
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timeout-minutes: 20
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_bs1_small
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_bs1_default
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- name: Benchmark online latency
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_online_latency_default
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- name: Benchmark offline throughput
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_default
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- name: Benchmark offline throughput (Non-streaming, small batch size)
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_non_stream_small_batch_size
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performance-test-1-gpu-part-2-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Benchmark offline throughput (w/o RadixAttention)
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_without_radix_cache
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- name: Benchmark offline throughput (w/ Triton)
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_with_triton_attention_backend
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- name: Benchmark offline throughput (w/ FP8)
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timeout-minutes: 15
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_default_fp8
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bench-test-2-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-2, linux-mi325-gpu-2]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Benchmark dummy grok (TP=2)
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timeout-minutes: 30
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 models/test_dummy_grok_models.py
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- name: Benchmark single latency (TP=2)
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timeout-minutes: 25
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_moe_tp2_bs1
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- name: Benchmark single latency + torch.compile (TP=2)
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timeout-minutes: 25
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_torch_compile_tp2_bs1
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- name: Benchmark offline throughput (TP=2)
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timeout-minutes: 25
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_moe_offline_throughput_default
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- name: Benchmark offline throughput (w/o RadixAttention) (TP=2)
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timeout-minutes: 25
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 -m unittest test_bench_serving.TestBenchServing.test_moe_offline_throughput_without_radix_cache
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unit-test-backend-1-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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part: [0, 1, 2, 3, 4, 5, 6, 7]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Run test
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timeout-minutes: 50
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 run_suite.py --suite per-commit-amd --auto-partition-id ${{ matrix.part }} --auto-partition-size 8
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unit-test-backend-1-gpu-amd-mi35x:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi35x-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Run test
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timeout-minutes: 50
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 run_suite.py --suite per-commit-amd-mi35x
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unit-test-backend-2-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-2, linux-mi325-gpu-2]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Run test
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timeout-minutes: 40
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 run_suite.py --suite per-commit-2-gpu-amd
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unit-test-backend-8-gpu-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-8]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: bash scripts/ci/amd_ci_install_dependency.sh
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- name: Run test
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timeout-minutes: 60
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run: |
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bash scripts/ci/amd_ci_exec.sh python3 run_suite.py --suite per-commit-8-gpu-amd --timeout-per-file 3600
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unit-test-sgl-kernel-amd:
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if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
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github.event.pull_request.draft == false
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strategy:
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fail-fast: false
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matrix:
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runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
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runs-on: ${{matrix.runner}}
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Start CI container
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run: bash scripts/ci/amd_ci_start_container.sh
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env:
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GITHUB_WORKSPACE: ${{ github.workspace }}
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- name: Install dependencies
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run: |
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bash scripts/ci/amd_ci_install_dependency.sh
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- name: Run test
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timeout-minutes: 14
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run: |
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docker exec -w /sglang-checkout/sgl-kernel/tests ci_sglang python3 -m pytest test_moe_align.py
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docker exec -w /sglang-checkout/sgl-kernel/tests ci_sglang python3 -m pytest test_moe_topk_softmax.py
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docker exec -w /sglang-checkout/sgl-kernel/tests/speculative ci_sglang python3 -m pytest test_eagle_utils.py
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docker exec -w /sglang-checkout/sgl-kernel/tests ci_sglang python3 -m pytest test_apply_token_bitmask_inplace.py
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docker exec -w /sglang-checkout/sgl-kernel/tests ci_sglang python3 -m pytest test_activation.py
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docker exec -w /sglang-checkout/sgl-kernel/tests ci_sglang python3 -m pytest test_kvcacheio.py
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pr-test-amd-finish:
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if: always()
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needs: [
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accuracy-test-1-gpu-amd, mla-test-1-gpu-amd, bench-test-2-gpu-amd,
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accuracy-test-2-gpu-amd, performance-test-1-gpu-part-1-amd, performance-test-1-gpu-part-2-amd,
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unit-test-backend-1-gpu-amd, unit-test-backend-1-gpu-amd-mi35x, unit-test-backend-2-gpu-amd,
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unit-test-backend-8-gpu-amd, unit-test-sgl-kernel-amd
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]
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runs-on: ubuntu-latest
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||||
steps:
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- name: Check all dependent job statuses
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run: |
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results=(${{ join(needs.*.result, ' ') }})
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for result in "${results[@]}"; do
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if [ "$result" = "failure" ] || [ "$result" = "cancelled" ]; then
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echo "Job failed with result: $result"
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exit 1
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fi
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done
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||||
echo "All jobs completed successfully"
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||||
exit 0
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Block a user