ZacharyZcR
cbd599024e
* Fuse CUDA expert MLP execution * Group CUDA expert transfers by device * Instrument grouped CUDA expert execution * Bound grouped CUDA decode scratch * Execute expert groups across GPUs in parallel * Release host backing for multi-GPU experts * Define quality-preserving memory policies * Overlap cold expert loading with resident compute * Adapt expert placement with session LFRU * Fuse q4 expert gate and up dispatch * Plan CPU work on physical cores * Batch grouped expert CUDA kernels * Separate VRAM and RAM expert placement * Add ragged multi-sequence decode forward * feat(runtime): add continuous decode scheduler * Route concurrent API requests through batch scheduler * Harden multiplex request lifecycle and framing * Cancel disconnected multiplex requests * Bind API port before starting the engine * fix automatic KV slot allocation * add native int4 Tensor Core grouped GEMM * add Tensor Core throughput benchmark * optimize packed int4 low-row kernels * add asynchronous CUDA staging streams * document validated six-GPU dense acceleration * tune six-GPU expert hot set * raise validated expert hot-set target * add CUDA MLA absorption core * fuse grouped expert gate and up projections * Warn for explicit lossy routing flags
173 lines
6.5 KiB
Makefile
173 lines
6.5 KiB
Makefile
UNAME_S := $(shell uname -s)
|
|
MINGW := $(findstring MINGW,$(UNAME_S))
|
|
MSYS := $(findstring MSYS,$(UNAME_S))
|
|
IS_WIN := $(MINGW)$(MSYS)
|
|
|
|
ifeq ($(UNAME_S),Darwin)
|
|
# --- macOS / Apple Silicon ---
|
|
# Apple clang non include il runtime OpenMP: se c'e' libomp di Homebrew lo usa
|
|
# (brew install libomp), altrimenti compila single-thread (i pragma omp sono ignorati).
|
|
# Niente -march: su arm64 NEON e' baseline (i kernel __ARM_NEON si attivano da soli).
|
|
CC = clang
|
|
OMPDIR := $(shell brew --prefix libomp 2>/dev/null)
|
|
ifneq ($(OMPDIR),)
|
|
OMPC = -Xclang -fopenmp -I$(OMPDIR)/include
|
|
OMPL = -L$(OMPDIR)/lib -lomp
|
|
else
|
|
$(warning libomp not found: building single-threaded. For multithreading: brew install libomp)
|
|
OMPC =
|
|
OMPL =
|
|
endif
|
|
CFLAGS = -O3 $(OMPC) -Wall -Wextra -Wno-unused-parameter -Wno-misleading-indentation -Wno-unused-function
|
|
LDFLAGS = -lm $(OMPL)
|
|
EXE =
|
|
else ifneq ($(IS_WIN),)
|
|
# --- Windows 11 x86-64 (MinGW-w64 / MSYS2) ---
|
|
# GCC + libgomp + winpthreads: pthread, OpenMP, clock_gettime, opendir/readdir,
|
|
# AVX2 intrinsics — tutto gratis, nessun porting.
|
|
# ARCH default = x86-64-v3 (binario portabile con AVX2). Per max velocita'
|
|
# su QUESTA macchina: make ARCH=native
|
|
CC = gcc
|
|
ARCH ?= x86-64-v3
|
|
CFLAGS = -D_FILE_OFFSET_BITS=64 -O3 -march=$(ARCH) -fopenmp -Wall -Wextra -Wno-unused-parameter -Wno-misleading-indentation -Wno-unused-function
|
|
LDFLAGS = -lm -fopenmp -static
|
|
EXE = .exe
|
|
else
|
|
UNAME_M := $(shell uname -m)
|
|
ifneq (,$(filter ppc64le ppc64,$(UNAME_M)))
|
|
# --- Linux PowerPC (POWER8/POWER9/POWER10) ---
|
|
# PowerPC GCC uses -mcpu, not -march. ARCH=native works on gcc >= 4.7.
|
|
# The AVX2/NEON kernels fall back to the portable scalar C path
|
|
# (validated token-exact vs the transformers oracle on a POWER8 S824).
|
|
CC = gcc
|
|
ARCH ?= native
|
|
CFLAGS = -O3 -mcpu=$(ARCH) -fopenmp -Wall -Wextra -Wno-unused-parameter -Wno-misleading-indentation -Wno-unused-function
|
|
LDFLAGS = -lm -fopenmp
|
|
EXE =
|
|
else
|
|
# --- Linux x86-64 (percorso originale, invariato) ---
|
|
CC = gcc
|
|
# ARCH=native -> ottimizzato per QUESTA macchina (default, piu' veloce).
|
|
# ARCH=x86-64-v3 -> binario PORTABILE su qualsiasi x86-64 moderno con AVX2 (per distribuire).
|
|
# ARCH=x86-64 -> massima compatibilita' (niente AVX2: usa il path scalare di fallback).
|
|
ARCH ?= native
|
|
CFLAGS = -O3 -march=$(ARCH) -fopenmp -Wall -Wextra -Wno-unused-parameter -Wno-misleading-indentation -Wno-unused-function
|
|
LDFLAGS = -lm -fopenmp
|
|
EXE =
|
|
endif
|
|
endif
|
|
|
|
# CUDA=1 adds an opt-in backend for resident tensors. The default build remains
|
|
# pure C and keeps the original zero-dependency runtime.
|
|
CUDA ?= 0
|
|
CUDA_HOME ?= /usr/local/cuda
|
|
NVCC ?= $(CUDA_HOME)/bin/nvcc
|
|
CUDA_ARCH ?= native
|
|
NVCCFLAGS ?= -O3 -std=c++17 -arch=$(CUDA_ARCH) -Xcompiler=-Wall,-Wextra
|
|
PYTHON ?= python3
|
|
CUDA_OBJ =
|
|
TEST_BINS = tests/test_json$(EXE) tests/test_st$(EXE) tests/test_tier$(EXE) tests/test_grammar$(EXE) tests/test_decode_batch$(EXE) tests/test_idot$(EXE)
|
|
ifeq ($(CUDA),1)
|
|
ifeq ($(UNAME_S),Darwin)
|
|
$(error CUDA=1 is supported only on Linux)
|
|
endif
|
|
ifneq ($(IS_WIN),)
|
|
# GPU: stub only in Phase 1 (G0). G1 builds coli_cuda.dll with MSVC+nvcc.
|
|
$(error CUDA=1 on Windows requires G1: build coli_cuda.dll with MSVC+nvcc (see PORT_WINDOWS_PLAN.md §8))
|
|
endif
|
|
CFLAGS += -DCOLI_CUDA
|
|
LDFLAGS += -L$(CUDA_HOME)/lib64 -Wl,-rpath,$(CUDA_HOME)/lib64 -lcudart -lstdc++
|
|
CUDA_OBJ = backend_cuda.o
|
|
endif
|
|
|
|
# METAL=1 adds an opt-in Apple-GPU backend (macOS only). The shader is compiled at
|
|
# runtime, so no Xcode / offline metal compiler is required. Default build unchanged.
|
|
METAL ?= 0
|
|
METAL_OBJ =
|
|
METALXX = clang++ -x objective-c++ -fobjc-arc -O3
|
|
ifeq ($(METAL),1)
|
|
ifneq ($(UNAME_S),Darwin)
|
|
$(error METAL=1 is supported only on macOS)
|
|
endif
|
|
CFLAGS += -DCOLI_METAL
|
|
LDFLAGS += -framework Metal -framework Foundation -lc++
|
|
METAL_OBJ = backend_metal.o
|
|
endif
|
|
|
|
all: glm$(EXE)
|
|
|
|
# phony 'glm' → 'glm.exe' on Windows (so 'make glm' and 'coli build' work on every platform)
|
|
glm: glm$(EXE)
|
|
|
|
glm$(EXE): glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h $(CUDA_OBJ) $(METAL_OBJ)
|
|
$(CC) $(CFLAGS) glm.c $(CUDA_OBJ) $(METAL_OBJ) -o glm$(EXE) $(LDFLAGS)
|
|
|
|
backend_cuda.o: backend_cuda.cu backend_cuda.h
|
|
@command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; }
|
|
$(NVCC) $(NVCCFLAGS) -c backend_cuda.cu -o $@
|
|
|
|
backend_metal.o: backend_metal.mm backend_metal.h
|
|
$(METALXX) -c backend_metal.mm -o $@
|
|
|
|
metal-test: tests/test_backend_metal.mm backend_metal.mm backend_metal.h
|
|
$(METALXX) tests/test_backend_metal.mm backend_metal.mm -framework Metal -framework Foundation -o backend_metal_test
|
|
./backend_metal_test
|
|
|
|
cuda-test: backend_cuda.cu backend_cuda.h tests/test_backend_cuda.cu
|
|
@command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; }
|
|
$(NVCC) $(NVCCFLAGS) backend_cuda.cu tests/test_backend_cuda.cu -o backend_cuda_test$(EXE)
|
|
./backend_cuda_test$(EXE)
|
|
|
|
cuda-bench: backend_cuda.cu backend_cuda.h tests/bench_tensor_core.cu
|
|
@command -v $(NVCC) >/dev/null 2>&1 || { echo "nvcc not found: set CUDA_HOME or NVCC" >&2; exit 1; }
|
|
$(NVCC) $(NVCCFLAGS) backend_cuda.cu tests/bench_tensor_core.cu -o backend_cuda_bench$(EXE)
|
|
./backend_cuda_bench$(EXE)
|
|
|
|
olmoe$(EXE): olmoe.c st.h json.h compat.h
|
|
$(CC) $(CFLAGS) olmoe.c -o olmoe$(EXE) $(LDFLAGS)
|
|
|
|
# binario portabile da distribuire su altre macchine x86-64
|
|
portable:
|
|
$(MAKE) glm$(EXE) ARCH=x86-64-v3
|
|
|
|
iobench$(EXE): iobench.c compat.h
|
|
$(CC) $(CFLAGS) iobench.c -o iobench$(EXE) $(LDFLAGS)
|
|
|
|
tests/test_json$(EXE): tests/test_json.c json.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
tests/test_st$(EXE): tests/test_st.c st.h json.h compat.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
tests/test_tier$(EXE): tests/test_tier.c tier.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
tests/test_grammar$(EXE): tests/test_grammar.c grammar.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
tests/test_decode_batch$(EXE): tests/test_decode_batch.c decode_batch.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
tests/test_idot$(EXE): tests/test_idot.c glm.c st.h json.h tok.h tok_unicode.h compat.h grammar.h tier.h
|
|
$(CC) $(CFLAGS) $< -o $@ $(LDFLAGS)
|
|
|
|
test-c: $(TEST_BINS)
|
|
@for test in $(TEST_BINS); do ./$$test || exit 1; done
|
|
|
|
test-python:
|
|
$(PYTHON) -m unittest discover -s tests -p 'test_*.py'
|
|
|
|
test: test-c test-python
|
|
|
|
# Local validation: one portable CPU build and dependency-free tests.
|
|
check:
|
|
$(MAKE) clean
|
|
$(MAKE) portable
|
|
$(MAKE) test
|
|
|
|
clean:
|
|
rm -f olmoe$(EXE) glm$(EXE) iobench$(EXE) backend_cuda.o backend_cuda_test$(EXE) backend_cuda_bench$(EXE) backend_metal.o backend_metal_test $(TEST_BINS)
|
|
rm -rf tests/__pycache__
|
|
|
|
.PHONY: all glm cuda-test cuda-bench portable test-c test-python test check clean
|