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Merge latest changes from nodchip repo
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89
src/Makefile
89
src/Makefile
@@ -73,6 +73,7 @@ endif
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# sse42 = yes/no --- -msse4.2 --- Use Intel Streaming SIMD Extensions 4.2
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# avx2 = yes/no --- -mavx2 --- Use Intel Advanced Vector Extensions 2
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# pext = yes/no --- -DUSE_PEXT --- Use pext x86_64 asm-instruction
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# avx512 = yes/no --- -mavx512vbmi --- Use Intel Advanced Vector Extensions 512
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#
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# Note that Makefile is space sensitive, so when adding new architectures
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# or modifying existing flags, you have to make sure there are no extra spaces
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@@ -86,11 +87,13 @@ bits = 64
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prefetch = no
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popcnt = no
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sse = no
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sse3 = no
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ssse3 = no
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sse41 = no
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sse42 = no
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avx2 = no
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pext = no
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avx512 = no
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### 2.2 Architecture specific
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ifeq ($(ARCH),general-32)
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@@ -120,13 +123,6 @@ ifeq ($(ARCH),x86-64)
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sse = yes
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endif
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ifeq ($(ARCH),x86-64-ssse3)
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arch = x86_64
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prefetch = yes
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sse = yes
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ssse3 = yes
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endif
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ifeq ($(ARCH),x86-64-modern)
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arch = x86_64
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prefetch = yes
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@@ -134,10 +130,36 @@ ifeq ($(ARCH),x86-64-modern)
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sse = yes
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endif
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ifeq ($(ARCH),x86-64-sse3)
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arch = x86_64
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prefetch = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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endif
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ifeq ($(ARCH),x86-64-sse3-popcnt)
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arch = x86_64
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prefetch = yes
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popcnt = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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endif
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ifeq ($(ARCH),x86-64-ssse3)
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arch = x86_64
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prefetch = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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endif
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ifeq ($(ARCH),x86-64-sse41)
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arch = x86_64
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prefetch = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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sse41 = yes
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endif
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@@ -147,6 +169,7 @@ ifeq ($(ARCH),x86-64-sse42)
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prefetch = yes
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popcnt = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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sse41 = yes
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sse42 = yes
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@@ -158,6 +181,7 @@ ifeq ($(ARCH),x86-64-avx2)
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prefetch = yes
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popcnt = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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sse41 = yes
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sse42 = yes
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@@ -169,6 +193,7 @@ ifeq ($(ARCH),x86-64-bmi2)
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prefetch = yes
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popcnt = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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sse41 = yes
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sse42 = yes
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@@ -176,6 +201,21 @@ ifeq ($(ARCH),x86-64-bmi2)
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pext = yes
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endif
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ifeq ($(ARCH),x86-64-avx512)
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arch = x86_64
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bits = 64
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prefetch = yes
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popcnt = yes
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sse = yes
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sse3 = yes
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ssse3 = yes
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sse41 = yes
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sse42 = yes
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avx2 = yes
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pext = yes
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avx512 = yes
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endif
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ifeq ($(ARCH),armv7)
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arch = armv7
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prefetch = yes
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@@ -394,12 +434,11 @@ endif
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### 3.6 popcnt
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ifeq ($(popcnt),yes)
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ifeq ($(arch),$(filter $(arch),ppc64 armv8-a))
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CXXFLAGS += -DUSE_POPCNT
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else ifeq ($(comp),icc)
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CXXFLAGS += -msse3 -DUSE_POPCNT
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else
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CXXFLAGS += -msse3 -mpopcnt -DUSE_POPCNT
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CXXFLAGS += -DUSE_POPCNT
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ifneq ($(arch),$(filter $(arch),ppc64 armv8-a))
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ifeq ($(comp),$(filter $(comp),gcc clang mingw msys2))
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CXXFLAGS += -mpopcnt
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endif
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endif
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endif
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@@ -410,6 +449,13 @@ ifeq ($(avx2),yes)
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endif
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endif
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ifeq ($(avx512),yes)
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CXXFLAGS += -DUSE_AVX512
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ifeq ($(comp),$(filter $(comp),gcc clang mingw msys2))
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CXXFLAGS += -mavx512bw
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endif
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endif
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ifeq ($(sse42),yes)
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CXXFLAGS += -DUSE_SSE42
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ifeq ($(comp),$(filter $(comp),gcc clang mingw msys2))
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@@ -431,6 +477,13 @@ ifeq ($(ssse3),yes)
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endif
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endif
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ifeq ($(sse3),yes)
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CXXFLAGS += -DUSE_SSE3
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ifeq ($(comp),$(filter $(comp),gcc clang mingw msys2))
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CXXFLAGS += -msse3
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endif
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endif
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ifeq ($(arch),x86_64)
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CXXFLAGS += -DUSE_SSE2
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endif
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@@ -485,18 +538,22 @@ help:
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@echo "Supported targets:"
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@echo ""
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@echo "build > Standard build"
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@echo "profile-build > PGO build"
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@echo "profile-build > Standard build with PGO"
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@echo "strip > Strip executable"
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@echo "install > Install executable"
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@echo "clean > Clean up"
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@echo ""
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@echo "Supported archs:"
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@echo ""
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@echo "x86-64-avx512 > x86 64-bit with avx512 support"
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@echo "x86-64-bmi2 > x86 64-bit with bmi2 support"
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@echo "x86-64-avx2 > x86 64-bit with avx2 support"
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@echo "x86-64-sse42 > x86 64-bit with sse42 support"
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@echo "x86-64-sse41 > x86 64-bit with sse41 support"
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@echo "x86-64-ssse3 > x86 64-bit with ssse3 support"
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@echo "x86-64-sse3-popcnt > x86 64-bit with sse3 and popcnt support"
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@echo "x86-64-sse3 > x86 64-bit with sse3 support"
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@echo "x86-64-modern > x86 64-bit with popcnt support"
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@echo "x86-64 > x86 64-bit generic"
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@echo "x86-32 > x86 32-bit (also enables SSE)"
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@echo "x86-32-old > x86 32-bit fall back for old hardware"
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@@ -593,11 +650,13 @@ config-sanity:
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@echo "prefetch: '$(prefetch)'"
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@echo "popcnt: '$(popcnt)'"
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@echo "sse: '$(sse)'"
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@echo "sse3: '$(sse3)'"
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@echo "ssse3: '$(ssse3)'"
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@echo "sse41: '$(sse41)'"
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@echo "sse42: '$(sse42)'"
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@echo "avx2: '$(avx2)'"
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@echo "pext: '$(pext)'"
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@echo "avx512: '$(avx512)'"
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@echo ""
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@echo "Flags:"
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@echo "CXX: $(CXX)"
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@@ -616,11 +675,13 @@ config-sanity:
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@test "$(prefetch)" = "yes" || test "$(prefetch)" = "no"
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@test "$(popcnt)" = "yes" || test "$(popcnt)" = "no"
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@test "$(sse)" = "yes" || test "$(sse)" = "no"
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@test "$(sse3)" = "yes" || test "$(sse3)" = "no"
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@test "$(ssse3)" = "yes" || test "$(ssse3)" = "no"
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@test "$(sse41)" = "yes" || test "$(sse41)" = "no"
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@test "$(sse42)" = "yes" || test "$(sse42)" = "no"
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@test "$(avx2)" = "yes" || test "$(avx2)" = "no"
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@test "$(pext)" = "yes" || test "$(pext)" = "no"
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@test "$(avx512)" = "yes" || test "$(avx512)" = "no"
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@test "$(comp)" = "gcc" || test "$(comp)" = "icc" || test "$(comp)" = "mingw" || test "$(comp)" = "clang"
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$(EXE): $(OBJS)
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@@ -67,7 +67,12 @@ namespace Eval::NNUE::Layers {
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transformed_features, buffer + kSelfBufferSize);
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const auto output = reinterpret_cast<OutputType*>(buffer);
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#if defined(USE_AVX2)
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#if defined(USE_AVX512)
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constexpr IndexType kNumChunks = kPaddedInputDimensions / (kSimdWidth * 2);
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const __m512i kOnes = _mm512_set1_epi16(1);
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const auto input_vector = reinterpret_cast<const __m512i*>(input);
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#elif defined(USE_AVX2)
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constexpr IndexType kNumChunks = kPaddedInputDimensions / kSimdWidth;
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const __m256i kOnes = _mm256_set1_epi16(1);
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const auto input_vector = reinterpret_cast<const __m256i*>(input);
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@@ -85,8 +90,47 @@ namespace Eval::NNUE::Layers {
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for (IndexType i = 0; i < kOutputDimensions; ++i) {
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const IndexType offset = i * kPaddedInputDimensions;
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#if defined(USE_AVX2)
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__m256i sum = _mm256_set_epi32(0, 0, 0, 0, 0, 0, 0, biases_[i]);
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#if defined(USE_AVX512)
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__m512i sum = _mm512_setzero_si512();
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const auto row = reinterpret_cast<const __m512i*>(&weights_[offset]);
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for (IndexType j = 0; j < kNumChunks; ++j) {
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#if defined(__MINGW32__) || defined(__MINGW64__)
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__m512i product = _mm512_maddubs_epi16(_mm512_loadu_si512(&input_vector[j]), _mm512_load_si512(&row[j]));
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#else
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__m512i product = _mm512_maddubs_epi16(_mm512_load_si512(&input_vector[j]), _mm512_load_si512(&row[j]));
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#endif
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product = _mm512_madd_epi16(product, kOnes);
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sum = _mm512_add_epi32(sum, product);
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}
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output[i] = _mm512_reduce_add_epi32(sum) + biases_[i];
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// Note: Changing kMaxSimdWidth from 32 to 64 breaks loading existing networks.
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// As a result kPaddedInputDimensions may not be an even multiple of 64(512bit)
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// and we have to do one more 256bit chunk.
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if (kPaddedInputDimensions != kNumChunks * kSimdWidth * 2)
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{
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const auto iv_256 = reinterpret_cast<const __m256i*>(input);
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const auto row_256 = reinterpret_cast<const __m256i*>(&weights_[offset]);
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int j = kNumChunks * 2;
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#if defined(__MINGW32__) || defined(__MINGW64__) // See HACK comment below in AVX2.
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__m256i sum256 = _mm256_maddubs_epi16(_mm256_loadu_si256(&iv_256[j]), _mm256_load_si256(&row_256[j]));
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#else
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__m256i sum256 = _mm256_maddubs_epi16(_mm256_load_si256(&iv_256[j]), _mm256_load_si256(&row_256[j]));
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#endif
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sum256 = _mm256_madd_epi16(sum256, _mm256_set1_epi16(1));
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sum256 = _mm256_hadd_epi32(sum256, sum256);
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sum256 = _mm256_hadd_epi32(sum256, sum256);
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const __m128i lo = _mm256_extracti128_si256(sum256, 0);
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const __m128i hi = _mm256_extracti128_si256(sum256, 1);
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output[i] += _mm_cvtsi128_si32(lo) + _mm_cvtsi128_si32(hi);
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}
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#elif defined(USE_AVX2)
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__m256i sum = _mm256_setzero_si256();
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const auto row = reinterpret_cast<const __m256i*>(&weights_[offset]);
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for (IndexType j = 0; j < kNumChunks; ++j) {
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__m256i product = _mm256_maddubs_epi16(
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@@ -108,7 +152,7 @@ namespace Eval::NNUE::Layers {
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sum = _mm256_hadd_epi32(sum, sum);
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const __m128i lo = _mm256_extracti128_si256(sum, 0);
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const __m128i hi = _mm256_extracti128_si256(sum, 1);
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output[i] = _mm_cvtsi128_si32(lo) + _mm_cvtsi128_si32(hi);
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output[i] = _mm_cvtsi128_si32(lo) + _mm_cvtsi128_si32(hi) + biases_[i];
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#elif defined(USE_SSSE3)
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__m128i sum = _mm_cvtsi32_si128(biases_[i]);
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@@ -95,7 +95,7 @@ void init(OptionsMap& o) {
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o["Syzygy50MoveRule"] << Option(true);
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o["SyzygyProbeLimit"] << Option(7, 0, 7);
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o["Use NNUE"] << Option(false, on_use_nnue);
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o["EvalFile"] << Option("nn.bin", on_eval_file);
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o["EvalFile"] << Option("./eval/nn.bin", on_eval_file);
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}
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