mirror of
https://github.com/kvcache-ai/sglang.git
synced 2026-07-13 10:56:58 +00:00
20554a0a4f
Co-authored-by: Alan Kao <akao@amd.com> Co-authored-by: bingxche <Bingxu.Chen@amd.com> Co-authored-by: Michael <13900043+michaelzhang-ai@users.noreply.github.com>
302 lines
11 KiB
Bash
Executable File
302 lines
11 KiB
Bash
Executable File
#!/bin/bash
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set -euo pipefail
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HOSTNAME_VALUE=$(hostname)
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GPU_ARCH="mi30x" # default
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SKIP_TT_DEPS=""
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SKIP_SGLANG_BUILD=""
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SKIP_AITER_BUILD=""
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while [[ $# -gt 0 ]]; do
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case $1 in
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--skip-aiter-build) SKIP_AITER_BUILD="1"; shift;;
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--skip-sglang-build) SKIP_SGLANG_BUILD="1"; shift;;
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--skip-test-time-deps) SKIP_TT_DEPS="1"; shift;;
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-h|--help)
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echo "Usage: $0 [OPTIONS] [OPTIONAL_DEPS]"
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echo "Options:"
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echo " --skip-sglang-build Don't build checkout sglang, use what was shipped with the image"
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echo " --skip-aiter-build Don't build aiter, use what was shipped with the image"
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echo " --skip-test-time-deps Don't build miscellaneous dependencies"
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exit 0
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;;
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*) break ;;
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esac
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done
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OPTIONAL_DEPS="${1:-}"
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# Build python extras
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EXTRAS="dev_hip"
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if [ -n "$OPTIONAL_DEPS" ]; then
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EXTRAS="dev_hip,${OPTIONAL_DEPS}"
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fi
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echo "Installing python extras: [${EXTRAS}]"
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# Host names look like: linux-mi35x-gpu-1-xxxxx-runner-zzzzz
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if [[ "${HOSTNAME_VALUE}" =~ ^linux-(mi[0-9]+[a-z]*)-gpu-[0-9]+ ]]; then
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GPU_ARCH="${BASH_REMATCH[1]}"
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echo "Detected GPU architecture from hostname: ${GPU_ARCH}"
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else
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echo "Warning: could not parse GPU architecture from '${HOSTNAME_VALUE}', defaulting to ${GPU_ARCH}"
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fi
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# Install the required dependencies in CI.
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# Fix permissions on pip cache, ignore errors from concurrent access or missing temp files
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docker exec ci_sglang chown -R root:root /sgl-data/pip-cache 2>/dev/null || true
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache --upgrade pip
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# Helper function to install with retries and fallback PyPI mirror
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install_with_retry() {
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local max_attempts=3
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local cmd="$@"
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for attempt in $(seq 1 $max_attempts); do
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echo "Attempt $attempt/$max_attempts: $cmd"
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if eval "$cmd"; then
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echo "Success!"
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return 0
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fi
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if [ $attempt -lt $max_attempts ]; then
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echo "Failed, retrying in 5 seconds..."
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sleep 5
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# Try with alternative PyPI index on retry
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if [[ "$cmd" =~ "pip install" ]] && [ $attempt -eq 2 ]; then
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cmd="$cmd --index-url https://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com"
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echo "Using fallback PyPI mirror: $cmd"
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fi
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fi
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done
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echo "Failed after $max_attempts attempts"
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return 1
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}
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# Helper function to git clone with retries
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git_clone_with_retry() {
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local repo_url="$1"
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local dest_dir="${2:-}"
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local branch_args="${3:-}"
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local max_attempts=3
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for attempt in $(seq 1 $max_attempts); do
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echo "Git clone attempt $attempt/$max_attempts: $repo_url"
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# prevent from partial clone
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if [ -n "$dest_dir" ] && [ -d "$dest_dir" ]; then
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rm -rf "$dest_dir"
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fi
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if git \
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-c http.lowSpeedLimit=1000 \
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-c http.lowSpeedTime=30 \
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clone --depth 1 ${branch_args:+$branch_args} "$repo_url" "$dest_dir"; then
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echo "Git clone succeeded."
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return 0
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fi
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if [ $attempt -lt $max_attempts ]; then
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echo "Git clone failed, retrying in 5 seconds..."
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sleep 5
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fi
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done
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echo "Git clone failed after $max_attempts attempts: $repo_url"
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return 1
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}
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# Install checkout sglang
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if [ -n "$SKIP_SGLANG_BUILD" ]; then
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echo "Didn't build checkout SGLang"
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else
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docker exec ci_sglang pip uninstall sgl-kernel -y || true
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docker exec ci_sglang pip uninstall sglang -y || true
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# Clear Python cache to ensure latest code is used
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docker exec ci_sglang find /opt/venv -name "*.pyc" -delete || true
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docker exec ci_sglang find /opt/venv -name "__pycache__" -type d -exec rm -rf {} + || true
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# Also clear cache in sglang-checkout
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docker exec ci_sglang find /sglang-checkout -name "*.pyc" -delete || true
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docker exec ci_sglang find /sglang-checkout -name "__pycache__" -type d -exec rm -rf {} + || true
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docker exec -w /sglang-checkout/sgl-kernel ci_sglang bash -c "rm -f pyproject.toml && mv pyproject_rocm.toml pyproject.toml && python3 setup_rocm.py install"
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docker exec ci_sglang bash -c 'rm -rf python/pyproject.toml && mv python/pyproject_other.toml python/pyproject.toml'
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install_with_retry docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache -e "python[${EXTRAS}]"
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fi
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if [[ -n "${SKIP_TT_DEPS}" ]]; then
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echo "Didn't build lmms_eval, human-eval, and others"
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else
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# For lmms_evals evaluating MMMU
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docker exec -w / ci_sglang git clone --branch v0.4.1 --depth 1 https://github.com/EvolvingLMMs-Lab/lmms-eval.git
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install_with_retry docker exec -w /lmms-eval ci_sglang pip install --cache-dir=/sgl-data/pip-cache -e .
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git_clone_with_retry https://github.com/akao-amd/human-eval.git human-eval
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docker cp human-eval ci_sglang:/
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install_with_retry docker exec -w /human-eval ci_sglang pip install --cache-dir=/sgl-data/pip-cache -e .
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docker exec -w / ci_sglang mkdir -p /dummy-grok
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# Create dummy grok config inline (bypasses Azure blob storage which may have auth issues)
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mkdir -p dummy-grok
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cat > dummy-grok/config.json << 'EOF'
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{
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"architectures": [
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"Grok1ModelForCausalLM"
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],
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"embedding_multiplier_scale": 78.38367176906169,
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"output_multiplier_scale": 0.5773502691896257,
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"vocab_size": 131072,
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"hidden_size": 6144,
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"intermediate_size": 32768,
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"max_position_embeddings": 8192,
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"num_experts_per_tok": 2,
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"num_local_experts": 8,
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"num_attention_heads": 48,
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"num_hidden_layers": 64,
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"num_key_value_heads": 8,
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"head_dim": 128,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"model_type": "mixtral",
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"torch_dtype": "bfloat16"
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}
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EOF
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# docker exec -w / ci_sglang mkdir -p /dummy-grok
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# mkdir -p dummy-grok && wget https://sharkpublic.blob.core.windows.net/sharkpublic/sglang/dummy_grok.json -O dummy-grok/config.json
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# docker cp ./dummy-grok ci_sglang:/
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache huggingface_hub[hf_xet]
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache pytest
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# Install tvm-ffi for JIT kernel support (QK-norm, etc.)
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echo "Installing tvm-ffi for JIT kernel support..."
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache git+https://github.com/apache/tvm-ffi.git || echo "tvm-ffi installation failed, JIT kernels will use fallback"
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# Install cache-dit for qwen_image_t2i_cache_dit_enabled test (added in PR 16204)
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache cache-dit || echo "cache-dit installation failed"
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# Install accelerate for distributed training and inference support
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docker exec ci_sglang pip install --cache-dir=/sgl-data/pip-cache accelerate || echo "accelerate installation failed"
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fi
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if [[ -n "${SKIP_AITER_BUILD}" ]]; then
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exit 0
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fi
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# Detect AITER version
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#############################################
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# Detect correct AITER_COMMIT for this runner
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# + Check mismatch
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# + Rebuild AITER if needed
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#############################################
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echo "[CI-AITER-CHECK] === AITER VERSION CHECK START ==="
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DOCKERFILE="docker/rocm.Dockerfile"
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# GPU_ARCH
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GPU_ARCH="${GPU_ARCH:-mi30x}"
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echo "[CI-AITER-CHECK] Runner GPU_ARCH=${GPU_ARCH}"
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#############################################
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# 1. Extract AITER_COMMIT from correct Dockerfile block
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#############################################
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if [[ "${GPU_ARCH}" == "mi35x" ]]; then
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echo "[CI-AITER-CHECK] Using gfx950 block from Dockerfile..."
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REPO_AITER_COMMIT=$(grep -F -A20 'FROM $BASE_IMAGE_950 AS gfx950' docker/rocm.Dockerfile \
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| grep 'AITER_COMMIT=' \
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| head -n1 \
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| sed 's/.*AITER_COMMIT="\([^"]*\)".*/\1/')
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else
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echo "[CI-AITER-CHECK] Using gfx942 block from Dockerfile..."
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REPO_AITER_COMMIT=$(grep -F -A20 'FROM $BASE_IMAGE_942 AS gfx942' docker/rocm.Dockerfile \
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| grep 'AITER_COMMIT=' \
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| head -n1 \
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| sed 's/.*AITER_COMMIT="\([^"]*\)".*/\1/')
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fi
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if [[ -z "${REPO_AITER_COMMIT}" ]]; then
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echo "[CI-AITER-CHECK] ERROR: Failed to extract AITER_COMMIT from Dockerfile."
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exit 1
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fi
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echo "[CI-AITER-CHECK] Dockerfile expects AITER_COMMIT=${REPO_AITER_COMMIT}"
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#############################################
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# 2. Check container pre-installed AITER version
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#############################################
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IMAGE_AITER_VERSION=$(docker exec ci_sglang bash -c "pip show amd-aiter 2>/dev/null | grep '^Version:' | awk '{print \$2}'" || echo "none")
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IMAGE_AITER_VERSION="v${IMAGE_AITER_VERSION}"
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echo "[CI-AITER-CHECK] AITER version inside CI image: ${IMAGE_AITER_VERSION}"
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#############################################
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# 3. Decide rebuild
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#############################################
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NEED_REBUILD="false"
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if [[ "${IMAGE_AITER_VERSION}" == "vnone" || "${IMAGE_AITER_VERSION}" == "v" ]]; then
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echo "[CI-AITER-CHECK] No AITER found in image → rebuild needed"
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NEED_REBUILD="true"
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elif [[ "${IMAGE_AITER_VERSION}" == "${REPO_AITER_COMMIT}" ]]; then
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echo "[CI-AITER-CHECK] AITER version matches"
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elif [[ "${IMAGE_AITER_VERSION}" =~ (dev|\+g[0-9a-f]+) ]]; then
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# Dev/patched version (contains 'dev' or git hash) → preserve it
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echo "[CI-AITER-CHECK] Dev/patched version detected: ${IMAGE_AITER_VERSION} → skipping rebuild"
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else
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echo "[CI-AITER-CHECK] Version mismatch: image=${IMAGE_AITER_VERSION}, repo=${REPO_AITER_COMMIT}"
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NEED_REBUILD="true"
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fi
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#############################################
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# 4. Rebuild AITER if needed
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#############################################
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if [[ "${NEED_REBUILD}" == "true" ]]; then
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echo "[CI-AITER-CHECK] === AITER REBUILD START ==="
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# uninstall existing aiter
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docker exec ci_sglang pip uninstall -y amd-aiter || true
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# delete old aiter directory
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docker exec ci_sglang rm -rf /sgl-workspace/aiter
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# clone a fresh copy to /sgl-workspace/aiter
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docker exec ci_sglang git clone https://github.com/ROCm/aiter.git /sgl-workspace/aiter
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# checkout correct version
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docker exec ci_sglang bash -c "
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cd /sgl-workspace/aiter && \
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git fetch --all && \
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git checkout ${REPO_AITER_COMMIT} && \
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git submodule update --init --recursive
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"
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if [[ "${GPU_ARCH}" == "mi35x" ]]; then
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GPU_ARCH_LIST="gfx950"
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else
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GPU_ARCH_LIST="gfx942"
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fi
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echo "[CI-AITER-CHECK] GPU_ARCH_LIST=${GPU_ARCH_LIST}"
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# build AITER
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docker exec ci_sglang bash -c "
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cd /sgl-workspace/aiter && \
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GPU_ARCHS=${GPU_ARCH_LIST} python3 setup.py develop
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"
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echo "[CI-AITER-CHECK] === AITER REBUILD COMPLETE ==="
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fi
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echo "[CI-AITER-CHECK] === AITER VERSION CHECK END ==="
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# # Clear pre-built AITER kernels from Docker image to avoid segfaults
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# # The Docker image may contain pre-compiled kernels incompatible with the current environment
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# echo "Clearing pre-built AITER kernels from Docker image..."
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# docker exec ci_sglang find /sgl-workspace/aiter/aiter/jit -name "*.so" -delete 2>/dev/null || true
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# docker exec ci_sglang ls -la /sgl-workspace/aiter/aiter/jit/ 2>/dev/null || echo "jit dir empty or not found"
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# # Pre-build AITER kernels to avoid timeout during tests
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# echo "Warming up AITER JIT kernels..."
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# docker exec -e SGLANG_USE_AITER=1 ci_sglang python3 /sglang-checkout/scripts/ci/amd/amd_ci_warmup_aiter.py || echo "AITER warmup completed (some kernels may not be available)"
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