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support compiling with intel MKL for with LLAMA_MKL=1 #1063

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support compiling with intel MKL for with LLAMA_MKL=1 #1063

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32 changes: 29 additions & 3 deletions Makefile
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
# Add custom options to Makefile.local rather than editing this file.
-include $(abspath $(lastword ${MAKEFILE_LIST})).local

default: koboldcpp_default koboldcpp_failsafe koboldcpp_openblas koboldcpp_noavx2 koboldcpp_clblast koboldcpp_clblast_noavx2 koboldcpp_cublas koboldcpp_hipblas koboldcpp_vulkan koboldcpp_vulkan_noavx2
default: koboldcpp_default koboldcpp_failsafe koboldcpp_openblas koboldcpp_mkl koboldcpp_noavx2 koboldcpp_clblast koboldcpp_clblast_noavx2 koboldcpp_cublas koboldcpp_hipblas koboldcpp_vulkan koboldcpp_vulkan_noavx2
tools: quantize_gpt2 quantize_gptj quantize_gguf quantize_neox quantize_mpt quantize_clip whispermain sdmain gguf-split
dev: koboldcpp_openblas
dev2: koboldcpp_clblast
Expand All @@ -19,10 +19,11 @@ ifndef UNAME_M
UNAME_M := $(shell uname -m)
endif

ifndef LLAMA_MKL
ifneq ($(shell grep -e "Arch Linux" -e "ID_LIKE=arch" /etc/os-release 2>/dev/null),)
ARCH_ADD = -lcblas
ARCH_ADD = -lcblas
endif
endif


# Mac OS + Arm can report x86_64
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
Expand Down Expand Up @@ -54,6 +55,7 @@ FULLCFLAGS =
NONECFLAGS =

OPENBLAS_FLAGS = -DGGML_USE_OPENBLAS -DGGML_USE_BLAS -I/usr/local/include/openblas
MKL_FLAGS = -DGGML_USE_MKL -DGGML_USE_BLAS -I/opt/intel/oneapi/mkl/latest/include
CLBLAST_FLAGS = -DGGML_USE_CLBLAST
FAILSAFE_FLAGS = -DUSE_FAILSAFE
VULKAN_FLAGS = -DGGML_USE_VULKAN -DSD_USE_VULKAN
Expand Down Expand Up @@ -329,6 +331,7 @@ ifeq ($(OS),Windows_NT)
DEFAULT_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o [email protected] $(LDFLAGS)
FAILSAFE_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o [email protected] $(LDFLAGS)
OPENBLAS_BUILD = $(CXX) $(CXXFLAGS) $^ lib/libopenblas.lib -shared -o [email protected] $(LDFLAGS)
MKL_BUILD = $(CXX) $(CXXFLAGS) $^ -lmkl_rt -shared -o [email protected] $(LDFLAGS)
NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o [email protected] $(LDFLAGS)
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ lib/OpenCL.lib lib/clblast.lib -shared -o [email protected] $(LDFLAGS)
VULKAN_BUILD = $(CXX) $(CXXFLAGS) $^ lib/vulkan-1.lib -shared -o [email protected] $(LDFLAGS)
Expand All @@ -349,6 +352,11 @@ else
ifdef LLAMA_OPENBLAS
OPENBLAS_BUILD = $(CXX) $(CXXFLAGS) $^ $(ARCH_ADD) -lopenblas -shared -o [email protected] $(LDFLAGS)
endif

ifdef LLAMA_MKL
MKL_BUILD = $(CXX) $(CXXFLAGS) $^ -lmkl_rt -shared -o [email protected] $(LDFLAGS)
endif

ifdef LLAMA_CLBLAST
ifeq ($(UNAME_S),Darwin)
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -framework OpenCL $(ARCH_ADD) -lopenblas -shared -o [email protected] $(LDFLAGS)
Expand All @@ -369,6 +377,7 @@ else
ifndef LLAMA_OPENBLAS
ifndef LLAMA_CLBLAST
ifndef LLAMA_CUBLAS
ifndef LLAMA_MKL
ifndef LLAMA_HIPBLAS
ifndef LLAMA_VULKAN
OPENBLAS_BUILD = @echo 'Your OS $(OS) does not appear to be Windows. For faster speeds, install and link a BLAS library. Set LLAMA_OPENBLAS=1 to compile with OpenBLAS support or LLAMA_CLBLAST=1 to compile with ClBlast support. This is just a reminder, not an error.'
Expand All @@ -377,6 +386,7 @@ else
endif
endif
endif
endif
endif

CCV := $(shell $(CC) --version | head -n 1)
Expand Down Expand Up @@ -405,6 +415,8 @@ ggml.o: ggml/src/ggml.c ggml/include/ggml.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@
ggml_v4_openblas.o: ggml/src/ggml.c ggml/include/ggml.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@
ggml_v4_mkl.o: ggml/src/ggml.c ggml/include/ggml.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(MKL_FLAGS) -c $< -o $@
ggml_v4_failsafe.o: ggml/src/ggml.c ggml/include/ggml.h
$(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@
ggml_v4_noavx2.o: ggml/src/ggml.c ggml/include/ggml.h
Expand Down Expand Up @@ -469,6 +481,8 @@ ggml_v3.o: otherarch/ggml_v3.c otherarch/ggml_v3.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@
ggml_v3_openblas.o: otherarch/ggml_v3.c otherarch/ggml_v3.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@
ggml_v3_mkl.o: otherarch/ggml_v3.c otherarch/ggml_v3.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(MKL_FLAGS) -c $< -o $@
ggml_v3_failsafe.o: otherarch/ggml_v3.c otherarch/ggml_v3.h
$(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@
ggml_v3_noavx2.o: otherarch/ggml_v3.c otherarch/ggml_v3.h
Expand All @@ -485,6 +499,8 @@ ggml_v2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) -c $< -o $@
ggml_v2_openblas.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@
ggml_v2_mkl.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(FASTCFLAGS) $(FULLCFLAGS) $(MKL_FLAGS) -c $< -o $@
ggml_v2_failsafe.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(FASTCFLAGS) $(NONECFLAGS) -c $< -o $@
ggml_v2_noavx2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
Expand Down Expand Up @@ -553,6 +569,8 @@ gpttype_adapter.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) -c $< -o $@
gpttype_adapter_openblas.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) $(OPENBLAS_FLAGS) -c $< -o $@
gpttype_adapter_mkl.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) $(MKL_FLAGS) -c $< -o $@
gpttype_adapter_clblast.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@
gpttype_adapter_cublas.o: $(GPTTYPE_ADAPTER)
Expand Down Expand Up @@ -602,6 +620,14 @@ koboldcpp_openblas:
$(DONOTHING)
endif

ifdef MKL_BUILD
koboldcpp_mkl: ggml_v4_mkl.o ggml_v3_mkl.o ggml_v2_mkl.o ggml_v1.o expose.o gpttype_adapter_mkl.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o ggml-blas.o $(OBJS_FULL) $(OBJS)
$(MKL_BUILD)
else
koboldcpp_mkl:
$(DONOTHING)
endif

ifdef FAILSAFE_BUILD
koboldcpp_failsafe: ggml_v4_failsafe.o ggml_v3_failsafe.o ggml_v2_failsafe.o ggml_v1_failsafe.o expose.o gpttype_adapter_failsafe.o sdcpp_default.o whispercpp_default.o llavaclip_default.o llava.o ggml-backend_default.o $(OBJS_FAILSAFE) $(OBJS)
$(FAILSAFE_BUILD)
Expand Down
21 changes: 19 additions & 2 deletions koboldcpp.py
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -291,6 +291,7 @@ def pick_existant_file(ntoption,nonntoption):
lib_default = pick_existant_file("koboldcpp_default.dll","koboldcpp_default.so")
lib_failsafe = pick_existant_file("koboldcpp_failsafe.dll","koboldcpp_failsafe.so")
lib_openblas = pick_existant_file("koboldcpp_openblas.dll","koboldcpp_openblas.so")
lib_mkl = pick_existant_file("koboldcpp_mkl.dll","koboldcpp_mkl.so")
lib_noavx2 = pick_existant_file("koboldcpp_noavx2.dll","koboldcpp_noavx2.so")
lib_clblast = pick_existant_file("koboldcpp_clblast.dll","koboldcpp_clblast.so")
lib_clblast_noavx2 = pick_existant_file("koboldcpp_clblast_noavx2.dll","koboldcpp_clblast_noavx2.so")
Expand All @@ -299,6 +300,7 @@ def pick_existant_file(ntoption,nonntoption):
lib_vulkan = pick_existant_file("koboldcpp_vulkan.dll","koboldcpp_vulkan.so")
lib_vulkan_noavx2 = pick_existant_file("koboldcpp_vulkan_noavx2.dll","koboldcpp_vulkan_noavx2.so")
libname = ""

lib_option_pairs = [
(lib_openblas, "Use OpenBLAS"),
(lib_default, "Use No BLAS"),
Expand All @@ -309,8 +311,9 @@ def pick_existant_file(ntoption,nonntoption):
(lib_noavx2, "NoAVX2 Mode (Old CPU)"),
(lib_clblast_noavx2, "CLBlast NoAVX2 (Old CPU)"),
(lib_vulkan_noavx2, "Vulkan NoAVX2 (Old CPU)"),
(lib_mkl, "Use Intel MKL"),
(lib_failsafe, "Failsafe Mode (Old CPU)")]
openblas_option, default_option, clblast_option, cublas_option, hipblas_option, vulkan_option, noavx2_option, clblast_noavx2_option, vulkan_noavx2_option, failsafe_option = (opt if file_exists(lib) or (os.name == 'nt' and file_exists(opt + ".dll")) else None for lib, opt in lib_option_pairs)
openblas_option, default_option, clblast_option, cublas_option, hipblas_option, vulkan_option, noavx2_option, clblast_noavx2_option, vulkan_noavx2_option, mkl_option, failsafe_option = (opt if file_exists(lib) or (os.name == 'nt' and file_exists(opt + ".dll")) else None for lib, opt in lib_option_pairs)
runopts = [opt for lib, opt in lib_option_pairs if file_exists(lib)]

def init_library():
Expand All @@ -322,6 +325,7 @@ def init_library():
use_clblast = False #uses CLBlast instead
use_cublas = False #uses cublas instead
use_hipblas = False #uses hipblas instead
use_mkl = False #uses intel mkl
use_noavx2 = False #uses no avx2 instructions
use_failsafe = False #uses no intrinsics, failsafe mode
use_vulkan = False #uses vulkan (needs avx2)
Expand Down Expand Up @@ -370,6 +374,12 @@ def init_library():
else:
print("Attempting to use CLBlast library for faster prompt ingestion. A compatible clblast will be required.")
use_clblast = True
elif args.usemkl:
if not file_exists(lib_mkl) or (os.name=='nt' and not file_exists("libopenblas.dll")):
print("Warning: Intel MKL library file not found. Non-BLAS library will be used.")
else:
use_mkl = True
print("Attempting to use Intel MKL library for faster prompt ingestion. A compatible libopenblas will be required.")
else:
if not file_exists(lib_openblas) or (os.name=='nt' and not file_exists("libopenblas.dll")):
print("Warning: OpenBLAS library file not found. Non-BLAS library will be used.")
Expand Down Expand Up @@ -397,6 +407,8 @@ def init_library():
libname = lib_cublas
elif use_hipblas:
libname = lib_hipblas
elif use_mkl:
libname = lib_mkl
elif use_openblas:
libname = lib_openblas
elif use_vulkan:
Expand Down Expand Up @@ -2966,6 +2978,7 @@ def export_vars():
args.nommap = disablemmap.get()==1
args.smartcontext = smartcontext.get()==1
args.flashattention = flashattention.get()==1
args.use_mkl = runopts_var.get() == "Use Intel MKL"
args.noshift = contextshift.get()==0
args.remotetunnel = remotetunnel.get()==1
args.foreground = keepforeground.get()==1
Expand Down Expand Up @@ -3157,6 +3170,9 @@ def import_vars(dict):
elif "noavx2" in dict and dict["noavx2"]:
if noavx2_option is not None:
runopts_var.set(noavx2_option)
elif "usemkl" in dict and dict["usemkl"]:
if default_option is not None:
runopts_var.set("Use Intel MKL")
elif "noblas" in dict and dict["noblas"]:
if default_option is not None:
runopts_var.set(default_option)
Expand Down Expand Up @@ -4329,7 +4345,6 @@ def start_in_seperate_process(launch_args):
return (output_queue, input_queue, p)

if __name__ == '__main__':

def check_range(value_type, min_value, max_value):
def range_checker(arg: str):
try:
Expand Down Expand Up @@ -4357,8 +4372,10 @@ def range_checker(arg: str):
compatgroup.add_argument("--usecublas", help="Use CuBLAS for GPU Acceleration. Requires CUDA. Select lowvram to not allocate VRAM scratch buffer. Enter a number afterwards to select and use 1 GPU. Leaving no number will use all GPUs. For hipBLAS binaries, please check YellowRoseCx rocm fork.", nargs='*',metavar=('[lowvram|normal] [main GPU ID] [mmq] [rowsplit]'), choices=['normal', 'lowvram', '0', '1', '2', '3', 'mmq', 'rowsplit'])
compatgroup.add_argument("--usevulkan", help="Use Vulkan for GPU Acceleration. Can optionally specify GPU Device ID (e.g. --usevulkan 0).", metavar=('[Device ID]'), nargs='*', type=int, default=None)
compatgroup.add_argument("--useclblast", help="Use CLBlast for GPU Acceleration. Must specify exactly 2 arguments, platform ID and device ID (e.g. --useclblast 1 0).", type=int, choices=range(0,9), nargs=2)
compatgroup.add_argument("--usemkl", help="Use Intel MKL for BLAS acceleration.", action='store_true')
compatgroup.add_argument("--noblas", help="Do not use any accelerated prompt ingestion", action='store_true')
parser.add_argument("--contextsize", help="Controls the memory allocated for maximum context size, only change if you need more RAM for big contexts. (default 4096). Supported values are [256,512,1024,2048,3072,4096,6144,8192,12288,16384,24576,32768,49152,65536,98304,131072]. IF YOU USE ANYTHING ELSE YOU ARE ON YOUR OWN.",metavar=('[256,512,1024,2048,3072,4096,6144,8192,12288,16384,24576,32768,49152,65536,98304,131072]'), type=check_range(int,256,262144), default=4096)

parser.add_argument("--gpulayers", help="Set number of layers to offload to GPU when using GPU. Requires GPU. Set to -1 to try autodetect (experimental)",metavar=('[GPU layers]'), nargs='?', const=1, type=int, default=0)
parser.add_argument("--tensor_split", help="For CUDA and Vulkan only, ratio to split tensors across multiple GPUs, space-separated list of proportions, e.g. 7 3", metavar=('[Ratios]'), type=float, nargs='+')

Expand Down