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whisper : add CUDA-specific computation mel spectrograms (#2206)

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* whisper : use polymorphic class to calculate mel spectrogram

* whisper : add cuda-specific mel spectrogram calculation

* whisper : conditionally compile cufftGetErrorString to avoid warnings

* build : add new files to makefile

* ruby : add new files to conf script

* build : fix typo in makefile

* whisper : suppress cub warning for deprecated C++ std in whisper-mel-cuda
This commit is contained in:
Borislav Stanimirov
2024-06-04 09:32:23 +03:00
committed by GitHub
parent af5833e298
commit ffef323c4c
8 changed files with 503 additions and 105 deletions
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9
Makefile
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@@ -286,8 +286,8 @@ ifdef WHISPER_CUDA
CFLAGS += -DGGML_USE_CUDA -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
CXXFLAGS += -DGGML_USE_CUDA -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib -L/usr/lib/wsl/lib
WHISPER_OBJ += ggml-cuda.o
LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lcufft -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib -L/usr/lib/wsl/lib
WHISPER_OBJ += ggml-cuda.o whisper-mel-cuda.o
WHISPER_OBJ += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/*.cu))
NVCC = nvcc
NVCCFLAGS = --forward-unknown-to-host-compiler -arch=$(CUDA_ARCH_FLAG)
@@ -299,6 +299,9 @@ ggml-cuda.o: ggml-cuda.cu ggml-cuda.h ggml.h ggml-backend.h ggml-backend-impl.h
$(NVCC) $(NVCCFLAGS) $(CXXFLAGS) -Wno-pedantic -c $< -o $@
endif
whisper-mel-cuda.o: whisper-mel-cuda.cu whisper.h ggml.h ggml-backend.h whisper-mel.hpp whisper-mel-cuda.hpp
$(NVCC) $(NVCCFLAGS) $(CXXFLAGS) -Wno-pedantic -c $< -o $@
ifdef WHISPER_HIPBLAS
ROCM_PATH ?= /opt/rocm
HIPCC ?= $(ROCM_PATH)/bin/hipcc
@@ -404,7 +407,7 @@ ggml-quants.o: ggml-quants.c ggml.h ggml-quants.h
WHISPER_OBJ += ggml.o ggml-alloc.o ggml-backend.o ggml-quants.o
whisper.o: whisper.cpp whisper.h ggml.h ggml-cuda.h
whisper.o: whisper.cpp whisper.h whisper-mel.hpp ggml.h ggml-cuda.h
$(CXX) $(CXXFLAGS) -c $< -o $@
ifndef WHISPER_COREML