Fix compilation with GCC and Clang

Signed-off-by: Sv. Lockal <lockalsash@gmail.com>

cmake/cpu/BuildFlags.cmake

@@ -37,6 +37,7 @@ if(MSVC)
 else(MSVC)
   set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fPIC")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC")
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-narrowing")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-missing-field-initializers")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-type-limits")
@@ -58,9 +59,14 @@ else(MSVC)
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-error=pedantic")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-error=redundant-decls")
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-error=old-style-cast")
-  # Eigen fails to build with some versions, so convert this to a warning
-  # Details at http://eigen.tuxfamily.org/bz/show_bug.cgi?id=1459
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall")
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-ignored-attributes")
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-pessimizing-move")
+
+  if (CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-vla-cxx-extension")
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-deprecated-builtins")
+  endif()
+
   if (CMAKE_COMPILER_IS_GNUCXX AND NOT (CMAKE_CXX_COMPILER_VERSION VERSION_LESS 7.0.0))
     set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-stringop-overflow")
   endif()

csrc/cpu/aten/kernels/MaskedMultiHeadAttentionKrnl.cpp

@@ -427,7 +427,7 @@ void mul_attenion_weights_and_value_of_head_half(
   auto hsi = 0;
   auto vec_size = 32; // 512/16
   for (hsi = 0; hsi <= head_size - vec_size; hsi += vec_size) {
-    auto attn_w_vec = _mm512_set1_ph(attn_w);
+    auto attn_w_vec = _mm512_set1_ph(*(_Float16*)&attn_w);
     auto v_vec = _mm512_loadu_ph(v_ptr_start + hsi);
     if (accumulate) {
       auto attn_out_vec = _mm512_loadu_ph(attn_out_start + hsi);

csrc/cpu/jit/codegen/LlgaTensorImpl.h

@@ -220,7 +220,7 @@ struct LlgaTensorDesc {
   }
 
   bool operator!=(const LlgaTensorDesc& desc) const {
-    return *this != desc;
+    return !(*this == desc);
   }
 
   static size_t hash(const LlgaTensorDesc& desc) {

csrc/cpu/tpp/utils.h

@@ -54,9 +54,30 @@ typedef at::Half half;
   rvalue of type X'. Keep the original code as backup:
 */
 #ifdef __clang__
+
+#ifdef __INTEL_LLVM_COMPILER
 #define DECL_VLA_PTR_PT(type, name, dims, t) \
   auto name = (type(*) dims)(t.data_ptr<type>())
 #else
+/*
+  Workaround for Clang crash https://github.com/llvm/llvm-project/issues/75428.
+  This generates 2 statements, which is unsafe for
+  `if (...) DECL_VLA_PTR_PT(...)` blocks.
+  However, due to first line it will be a compile error
+  (unknown type name 'vla_type_42'), not a runtime error.
+*/
+#define DECL_VLA_PTR_PT_MERGE_(a, b, type, name, dims, t) \
+  using a##b = type(*) dims;                              \
+  a##b name = reinterpret_cast<a##b>(t.data_ptr<type>())
+
+#define DECL_VLA_PTR_PT_LABEL_(cnt, type, name, dims, t) \
+  DECL_VLA_PTR_PT_MERGE_(vla_type_, cnt, type, name, dims, t)
+
+#define DECL_VLA_PTR_PT(type, name, dims, t) \
+  DECL_VLA_PTR_PT_LABEL_(__COUNTER__, type, name, dims, t)
+#endif
+
+#else // not clang
 #define DECL_VLA_PTR_PT(type, name, dims, t) \
   type(*name) dims = (type(*) dims)(t.data_ptr<type>())
 #endif

csrc/cpu/tpp/woq/vec.h

@@ -122,6 +122,9 @@ struct VecOps<__m512h> {
   static inline __m512h set1(ST v) {
     return _mm512_set1_ph(v);
   }
+  static inline __m512h set1(float v) {
+    return _mm512_set1_ph(ST(v));
+  }
   static inline __m512h setzero() {
     return _mm512_setzero_ph();
   }
@@ -133,73 +136,73 @@ struct VecOps<__m512h> {
   }
   static inline __m512h set_0_to_15() {
     return _mm512_set_ph(
-        15.0f,
-        14.0f,
-        13.0f,
-        12.0f,
-        11.0f,
-        10.0f,
-        9.0f,
-        8.0f,
-        7.0f,
-        6.0f,
-        5.0f,
-        4.0f,
-        3.0f,
-        2.0f,
-        1.0f,
-        0.0f,
-        15.0f,
-        14.0f,
-        13.0f,
-        12.0f,
-        11.0f,
-        10.0f,
-        9.0f,
-        8.0f,
-        7.0f,
-        6.0f,
-        5.0f,
-        4.0f,
-        3.0f,
-        2.0f,
-        1.0f,
-        0.0f);
+        static_cast<_Float16>(15.0f),
+        static_cast<_Float16>(14.0f),
+        static_cast<_Float16>(13.0f),
+        static_cast<_Float16>(12.0f),
+        static_cast<_Float16>(11.0f),
+        static_cast<_Float16>(10.0f),
+        static_cast<_Float16>(9.0f),
+        static_cast<_Float16>(8.0f),
+        static_cast<_Float16>(7.0f),
+        static_cast<_Float16>(6.0f),
+        static_cast<_Float16>(5.0f),
+        static_cast<_Float16>(4.0f),
+        static_cast<_Float16>(3.0f),
+        static_cast<_Float16>(2.0f),
+        static_cast<_Float16>(1.0f),
+        static_cast<_Float16>(0.0f),
+        static_cast<_Float16>(15.0f),
+        static_cast<_Float16>(14.0f),
+        static_cast<_Float16>(13.0f),
+        static_cast<_Float16>(12.0f),
+        static_cast<_Float16>(11.0f),
+        static_cast<_Float16>(10.0f),
+        static_cast<_Float16>(9.0f),
+        static_cast<_Float16>(8.0f),
+        static_cast<_Float16>(7.0f),
+        static_cast<_Float16>(6.0f),
+        static_cast<_Float16>(5.0f),
+        static_cast<_Float16>(4.0f),
+        static_cast<_Float16>(3.0f),
+        static_cast<_Float16>(2.0f),
+        static_cast<_Float16>(1.0f),
+        static_cast<_Float16>(0.0f));
   }
   static inline __m512h set_nf4_lut() {
     return _mm512_set_ph(
-        1.0f,
-        0.7229568362236023,
-        0.5626170039176941,
-        0.44070982933044434,
-        0.33791524171829224,
-        0.24611230194568634,
-        0.16093020141124725,
-        0.07958029955625534,
-        0.0f,
-        -0.09105003625154495,
-        -0.18477343022823334,
-        -0.28444138169288635,
-        -0.39491748809814453,
-        -0.5250730514526367,
-        -0.6961928009986877,
-        -1.0f,
-        1.0f,
-        0.7229568362236023,
-        0.5626170039176941,
-        0.44070982933044434,
-        0.33791524171829224,
-        0.24611230194568634,
-        0.16093020141124725,
-        0.07958029955625534,
-        0.0f,
-        -0.09105003625154495,
-        -0.18477343022823334,
-        -0.28444138169288635,
-        -0.39491748809814453,
-        -0.5250730514526367,
-        -0.6961928009986877,
-        -1.0f);
+        static_cast<_Float16>(1.0f),
+        static_cast<_Float16>(0.7229568362236023f),
+        static_cast<_Float16>(0.5626170039176941f),
+        static_cast<_Float16>(0.44070982933044434f),
+        static_cast<_Float16>(0.33791524171829224f),
+        static_cast<_Float16>(0.24611230194568634f),
+        static_cast<_Float16>(0.16093020141124725f),
+        static_cast<_Float16>(0.07958029955625534f),
+        static_cast<_Float16>(0.0f),
+        static_cast<_Float16>(-0.09105003625154495f),
+        static_cast<_Float16>(-0.18477343022823334f),
+        static_cast<_Float16>(-0.28444138169288635f),
+        static_cast<_Float16>(-0.39491748809814453f),
+        static_cast<_Float16>(-0.5250730514526367f),
+        static_cast<_Float16>(-0.6961928009986877f),
+        static_cast<_Float16>(-1.0f),
+        static_cast<_Float16>(1.0f),
+        static_cast<_Float16>(0.7229568362236023f),
+        static_cast<_Float16>(0.5626170039176941f),
+        static_cast<_Float16>(0.44070982933044434f),
+        static_cast<_Float16>(0.33791524171829224f),
+        static_cast<_Float16>(0.24611230194568634f),
+        static_cast<_Float16>(0.16093020141124725f),
+        static_cast<_Float16>(0.07958029955625534f),
+        static_cast<_Float16>(0.0f),
+        static_cast<_Float16>(-0.09105003625154495f),
+        static_cast<_Float16>(-0.18477343022823334f),
+        static_cast<_Float16>(-0.28444138169288635f),
+        static_cast<_Float16>(-0.39491748809814453f),
+        static_cast<_Float16>(-0.5250730514526367f),
+        static_cast<_Float16>(-0.6961928009986877f),
+        static_cast<_Float16>(-1.0f));
   }
 };
 

csrc/cpu/utils/library.h

@@ -2,9 +2,6 @@
 
 #include <c10/util/Logging.h>
 
-// The flag is used to control the pytorch log level and defined at c10
-extern int FLAGS_caffe2_log_level;
-
 // This FLAGS_caffe2_log_level flag is used to control the log level and defined
 // at Pytorch c10 library. The default is log level is warn. But it triggers the
 // warn to override the kernel under a particular dispatch key. Unfortunately,

csrc/cpu/vec/vec512/perf_kernel/add_softmax.h

@@ -195,13 +195,13 @@ inline void _dil_div_add_reduce_max_fusion_kernel_half(
     const int& size,
     at::Half* out,
     at::Half& max) {
-  auto vec_ps_min = _mm512_set1_ph((at::Half)(-65504.0));
+  auto vec_ps_min = _mm512_set1_ph(static_cast<_Float16>(-65504.0f));
   auto vec_a = vec_ps_min;
   auto vec_b = vec_ps_min;
   auto vec_out = vec_ps_min;
 
   int i = 0;
-  auto vec_r_dim_per_head = _mm512_set1_ph((at::Half)(1.0 / dim_per_head));
+  auto vec_r_dim_per_head = _mm512_set1_ph(_Float16(1.0 / dim_per_head));
   for (; i <= size - 32; i += 32) {
     vec_a = _loadu_half(a + i);
     vec_b = _loadu_half(b + i);
@@ -304,9 +304,9 @@ inline void _dil_exp_reduce_sum_fusion_kernel_half(
     const int& size,
     at::Half* out,
     at::Half& val) {
-  static auto vec_zero = _mm512_set1_ph((at::Half)(0.0));
-  auto vec_max = _mm512_set1_ph(val);
-  auto vec_sum = _mm512_set1_ph(at::Half(0.0));
+  static auto vec_zero = _mm512_set1_ph(static_cast<_Float16>(0.0f));
+  auto vec_max = _mm512_set1_ph(*(_Float16*)&val);
+  auto vec_sum = _mm512_set1_ph(static_cast<_Float16>(0.0f));
   __m512h vec_a = {};
   __m512h vec_out = {};
 
@@ -364,7 +364,7 @@ inline void _dil_normalization_kernel_half(
     const at::Half& sum,
     const int& size,
     at::Half* out) {
-  auto vec_sum = _mm512_set1_ph(sum);
+  auto vec_sum = _mm512_set1_ph(*(_Float16*)&sum);
   __m512h vec_a = {};
   __m512h vec_out = {};
 

tests/cpu/cpp/CMakeLists.txt

@@ -28,7 +28,8 @@ if(NOT EXISTS ${TORCH_INSTALL_PREFIX})
 endif()
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${TORCH_CXX_FLAGS}")
 
-set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wl,-Bsymbolic-functions")
+set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_CXX_FLAGS} -Wl,-Bsymbolic-functions")
+set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_CXX_FLAGS} -Wl,-Bsymbolic-functions")
 
 # Set the include dir
 include_directories(${PYTORCH_INSTALL_DIR}/include)