Sync from v0.13

csrc/moe/permute_unpermute_kernels/dispatch.h

@@ -0,0 +1,59 @@
+#pragma once
+#include <cuda_fp8.h>
+#define MOE_SWITCH(TYPE, ...)                                     \
+  at::ScalarType _st = ::detail::scalar_type(TYPE);               \
+  switch (_st) {                                                  \
+    __VA_ARGS__                                                   \
+    default:                                                      \
+      TORCH_CHECK(false, "[moe permute]data type dispatch fail!") \
+  }
+
+#define MOE_DISPATCH_CASE(enum_type, ...)                  \
+  case enum_type: {                                        \
+    using scalar_t = ScalarType2CudaType<enum_type>::type; \
+    __VA_ARGS__();                                         \
+    break;                                                 \
+  }
+#define MOE_DISPATCH_FLOAT_CASE(...)                            \
+  MOE_DISPATCH_CASE(at::ScalarType::Float, __VA_ARGS__)         \
+  MOE_DISPATCH_CASE(at::ScalarType::Half, __VA_ARGS__)          \
+  MOE_DISPATCH_CASE(at::ScalarType::BFloat16, __VA_ARGS__)      \
+  MOE_DISPATCH_CASE(at::ScalarType::Float8_e5m2, __VA_ARGS__)   \
+  MOE_DISPATCH_CASE(at::ScalarType::Float8_e4m3fn, __VA_ARGS__) \
+  MOE_DISPATCH_CASE(at::ScalarType::Byte, __VA_ARGS__)
+
+#define MOE_DISPATCH(TYPE, ...) \
+  MOE_SWITCH(TYPE, MOE_DISPATCH_FLOAT_CASE(__VA_ARGS__))
+
+template <at::ScalarType type>
+struct ScalarType2CudaType;
+
+template <>
+struct ScalarType2CudaType<at::ScalarType::Float> {
+  using type = float;
+};
+template <>
+struct ScalarType2CudaType<at::ScalarType::Half> {
+  using type = half;
+};
+template <>
+struct ScalarType2CudaType<at::ScalarType::BFloat16> {
+  using type = __nv_bfloat16;
+};
+// uint8 for packed fp4
+template <>
+struct ScalarType2CudaType<at::ScalarType::Byte> {
+  using type = uint8_t;
+};
+
+// #if __CUDA_ARCH__ >= 890
+// fp8
+template <>
+struct ScalarType2CudaType<at::ScalarType::Float8_e5m2> {
+  using type = __nv_fp8_e5m2;
+};
+template <>
+struct ScalarType2CudaType<at::ScalarType::Float8_e4m3fn> {
+  using type = __nv_fp8_e4m3;
+};
+// #endif