Files
project_6/ex_engine/build.sh
EX Engine b75965d4ea fix(EX): corex ivcore10 build flags + deploy pipeline + topk kernel cleanup
Real machine log (2d5232c dockerrizhi.txt) shows two AST call chain breaks:

1. EVERY layer EVERY token:
   _custom_ops.py:58 'ixformer.functions has no attribute vllm_moe_topk_softmax'
   -> FusedMoE falls to PyTorch loop (2304 calls/token)

2. EVERY GDN layer (4 layers):
   'NaN in prefill GatedDeltaNet layer N (frac=0.9998-1.0000)'
   -> _torch_chunk_gated_delta_rule produces all-NaN

Fixes:
- build.sh: --cuda-gpu-arch=ivcore10, -D__ILUVATAR__ flags from real log
- Dockerfile: add ex_engine build before patch_ops
- patch_ops.sh: deploy .so + python into vllm model dir
- ex_loader.py: search co-located .so paths
- patch_model.py: remove premature auto-apply
- factor_moe_topk_softmax.cu: remove dead parallel branch
2026-08-10 02:31:55 +00:00

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#!/bin/bash
# ex_engine/build.sh — Compile EX Engine factor .so libraries
#
# CCCL parallel: ci/build_cub.sh selects compiler, arch, std
# We select compiler (corex clang or nvcc), arch (SM70), build .so
#
# Usage:
# ./ex_engine/build.sh # auto-detect toolchain
# ./ex_engine/build.sh --nvcc # force nvcc
# ./ex_engine/build.sh --corex # force corex clang
#
# Output: ex_engine/build/ex_factor_N.so for each factor
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
BUILD_DIR="${SCRIPT_DIR}/build"
CSRC_DIR="${SCRIPT_DIR}/csrc"
INCLUDE_DIR="${SCRIPT_DIR}/include"
mkdir -p "$BUILD_DIR"
# ============================================================================
# Toolchain detection (CCCL pattern: .devcontainer/launch.sh --host)
# ============================================================================
COREX_ROOT="/usr/local/corex"
COREX_CLANG="${COREX_ROOT}/lib64/clang/16"
NVCC="nvcc"
COMPILER=""
detect_toolchain() {
if [[ "${1:-auto}" == "--corex" ]] || [[ -d "$COREX_CLANG" && "${1:-auto}" != "--nvcc" ]]; then
# BI-V100 corex SDK — use clang/16 as CUDA compiler
COMPILER="corex"
echo "[EX] Using corex clang/16 toolchain at ${COREX_ROOT}"
elif command -v nvcc &>/dev/null; then
COMPILER="nvcc"
echo "[EX] Using nvcc toolchain"
else
echo "[EX] ERROR: No CUDA compiler found"
exit 1
fi
}
# ============================================================================
# Compile a single factor .cu → .so
# ============================================================================
compile_factor() {
local factor_id=$1
local cu_file=$2
local so_name="ex_factor_${factor_id}.so"
local so_path="${BUILD_DIR}/${so_name}"
echo "[EX] Compiling factor ${factor_id}: $(basename ${cu_file})${so_name}"
if [[ "$COMPILER" == "corex" ]]; then
# CoreX/Iluvatar: clang-based CUDA compilation
# From real machine GDN compile log (dockerrizhi.txt):
# /usr/local/corex/bin/clang++ ... --cuda-gpu-arch=ivcore10
# --cuda-path=/usr/local/corex -std=c++17
# -D__ILUVATAR__ -D__ILUVATAR_WORKAROUND__
local OBJ="${BUILD_DIR}/$(basename ${cu_file} .cu).cuda.o"
"${COREX_ROOT}/bin/clang++" \
-D__ILUVATAR__ \
-D__ILUVATAR_WORKAROUND__ \
-D__ILUVATAR_DIAG__ \
-fPIC \
-O2 \
--cuda-gpu-arch=ivcore10 \
--cuda-path="${COREX_ROOT}" \
-std=c++17 \
-I"${INCLUDE_DIR}" \
-isystem "${COREX_ROOT}/include" \
-c "${cu_file}" \
-o "${OBJ}"
# Link .o → .so (match real machine: c++ ... -shared -L ... -lcudart)
c++ "${OBJ}" -shared \
-L"${COREX_ROOT}/lib64" \
-lcudart \
-o "${so_path}"
rm -f "${OBJ}"
else
# Standard nvcc
nvcc \
-arch=sm_70 \
-std=c++17 \
-O2 \
--compiler-options '-fPIC' \
-shared \
-I"${INCLUDE_DIR}" \
-o "${so_path}" \
"${cu_file}"
fi
if [[ -f "${so_path}" ]]; then
local size=$(stat -c%s "${so_path}" 2>/dev/null || stat -f%z "${so_path}" 2>/dev/null)
echo "[EX] ✓ ${so_name} (${size} bytes)"
else
echo "[EX] ✗ FAILED: ${so_name}"
return 1
fi
}
# ============================================================================
# Compile the registry shared library
# ============================================================================
compile_registry() {
local so_path="${BUILD_DIR}/libex_registry.so"
echo "[EX] Compiling registry → libex_registry.so"
gcc -O2 -shared -fPIC \
-I"${INCLUDE_DIR}" \
-o "${so_path}" \
"${CSRC_DIR}/ex_registry.c" \
-ldl
if [[ -f "${so_path}" ]]; then
echo "[EX] ✓ libex_registry.so"
else
echo "[EX] ✗ FAILED: libex_registry.so"
return 1
fi
}
# ============================================================================
# Main
# ============================================================================
detect_toolchain "${1:-auto}"
echo ""
echo "========================================"
echo " EX Engine Build"
echo " Toolchain: ${COMPILER}"
echo " Output: ${BUILD_DIR}/"
echo "========================================"
echo ""
# Build registry first
compile_registry
# Factor mapping (must match ex_engine.h factor IDs)
FACTORS=(
"0:factor_moe_topk_softmax.cu"
"2:factor_moe_fused_gemm.cu"
"5:factor_gdn_chunk_fwd.cu"
)
TOTAL=0
SUCCESS=0
for entry in "${FACTORS[@]}"; do
fid="${entry%%:*}"
cu_file="${CSRC_DIR}/${entry##*:}"
TOTAL=$((TOTAL + 1))
if [[ -f "$cu_file" ]]; then
if compile_factor "$fid" "$cu_file"; then
SUCCESS=$((SUCCESS + 1))
fi
else
echo "[EX] SKIP factor ${fid}: ${cu_file} not found"
fi
done
echo ""
echo "========================================"
echo " Build complete: ${SUCCESS}/${TOTAL} factors"
echo " Output: ${BUILD_DIR}/"
echo "========================================"
ls -la "${BUILD_DIR}/"