ollama/llm/llama.cpp/gen_linux.sh
Daniel Hiltgen 7555ea44f8 Revamp the dynamic library shim
This switches the default llama.cpp to be CPU based, and builds the GPU variants
as dynamically loaded libraries which we can select at runtime.

This also bumps the ROCm library to version 6 given 5.7 builds don't work
on the latest ROCm library that just shipped.
2023-12-20 14:45:57 -08:00

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#!/bin/bash
# This script is intended to run inside the go generate
# working directory must be llm/llama.cpp
# First we build our default built-in library which will be linked into the CGO
# binary as a normal dependency. This default build is CPU based.
#
# Then we build a CUDA dynamic library (although statically linked with the CUDA
# library dependencies for maximum portability)
#
# Then if we detect ROCm, we build a dynamically loaded ROCm lib. ROCm is particularly
# important to be a dynamic lib even if it's the only GPU library detected because
# we can't redistribute the objectfiles but must rely on dynamic libraries at
# runtime, which could lead the server not to start if not present.
set -ex
set -o pipefail
echo "Starting linux generate script"
if [ -z "${CUDACXX}" -a -x /usr/local/cuda/bin/nvcc ]; then
export CUDACXX=/usr/local/cuda/bin/nvcc
fi
COMMON_CMAKE_DEFS="-DCMAKE_POSITION_INDEPENDENT_CODE=on -DLLAMA_ACCELERATE=on -DLLAMA_NATIVE=off -DLLAMA_AVX=on -DLLAMA_AVX2=off -DLLAMA_AVX512=off -DLLAMA_FMA=off -DLLAMA_F16C=off"
OLLAMA_DYN_LIB_DIR="gguf/build/lib"
mkdir -p ${OLLAMA_DYN_LIB_DIR}
touch ${OLLAMA_DYN_LIB_DIR}/.generated
source $(dirname $0)/gen_common.sh
init_vars
git_module_setup
apply_patches
#
# CPU first for the default library
#
CMAKE_DEFS="${COMMON_CMAKE_DEFS} ${CMAKE_DEFS}"
BUILD_DIR="gguf/build/cpu"
build
if [ -d /usr/local/cuda/lib64/ ]; then
echo "CUDA libraries detected - building dynamic CUDA library"
init_vars
CMAKE_DEFS="-DLLAMA_CUBLAS=on ${COMMON_CMAKE_DEFS} ${CMAKE_DEFS}"
BUILD_DIR="gguf/build/cuda"
CUDA_LIB_DIR=/usr/local/cuda/lib64
build
gcc -fPIC -g -shared -o ${OLLAMA_DYN_LIB_DIR}/libcuda_server.so \
-Wl,--whole-archive \
${BUILD_DIR}/examples/server/libext_server.a \
${BUILD_DIR}/common/libcommon.a \
${BUILD_DIR}/libllama.a \
-Wl,--no-whole-archive \
${CUDA_LIB_DIR}/libcudart_static.a \
${CUDA_LIB_DIR}/libcublas_static.a \
${CUDA_LIB_DIR}/libcublasLt_static.a \
${CUDA_LIB_DIR}/libcudadevrt.a \
${CUDA_LIB_DIR}/libculibos.a \
-lrt -lpthread -ldl -lstdc++ -lm
fi
if [ -z "${ROCM_PATH}" ]; then
# Try the default location in case it exists
ROCM_PATH=/opt/rocm
fi
if [ -z "${CLBlast_DIR}" ]; then
# Try the default location in case it exists
if [ -d /usr/lib/cmake/CLBlast ]; then
export CLBlast_DIR=/usr/lib/cmake/CLBlast
fi
fi
if [ -d "${ROCM_PATH}" ]; then
echo "ROCm libraries detected - building dynamic ROCm library"
init_vars
CMAKE_DEFS="${COMMON_CMAKE_DEFS} ${CMAKE_DEFS} -DLLAMA_HIPBLAS=on -DCMAKE_C_COMPILER=$ROCM_PATH/llvm/bin/clang -DCMAKE_CXX_COMPILER=$ROCM_PATH/llvm/bin/clang++ -DAMDGPU_TARGETS='gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030;gfx1100;gfx1101;gfx1102' -DGPU_TARGETS='gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030;gfx1100;gfx1101;gfx1102'"
BUILD_DIR="gguf/build/rocm"
build
gcc -fPIC -g -shared -o ${OLLAMA_DYN_LIB_DIR}/librocm_server.so \
-Wl,--whole-archive \
${BUILD_DIR}/examples/server/libext_server.a \
${BUILD_DIR}/common/libcommon.a \
${BUILD_DIR}/libllama.a \
-Wl,--no-whole-archive \
-lrt -lpthread -ldl -lstdc++ -lm \
-L/opt/rocm/lib -L/opt/amdgpu/lib/x86_64-linux-gnu/ \
-Wl,-rpath,/opt/rocm/lib,-rpath,/opt/amdgpu/lib/x86_64-linux-gnu/ \
-lhipblas -lrocblas -lamdhip64 -lrocsolver -lamd_comgr -lhsa-runtime64 -lrocsparse -ldrm -ldrm_amdgpu
fi