Cleaned up the fp16 code

2 files changed, 109 insertions, 117 deletions

diff --git a/Eigen/src/Core/arch/CUDA/PacketMathHalf.h b/Eigen/src/Core/arch/CUDA/PacketMathHalf.h
index 017d47a88..1487c53ca 100644
--- a/Eigen/src/Core/arch/CUDA/PacketMathHalf.h
+++ b/Eigen/src/Core/arch/CUDA/PacketMathHalf.h
@@ -10,22 +10,24 @@
 #ifndef EIGEN_PACKET_MATH_HALF_CUDA_H
 #define EIGEN_PACKET_MATH_HALF_CUDA_H
 
-#if defined(EIGEN_HAS_CUDA_FP16)
+//#if defined(EIGEN_HAS_CUDA_FP16)
 
 // Make sure this is only available when targeting a GPU: we don't want to
 // introduce conflicts between these packet_traits definitions and the ones
 // we'll use on the host side (SSE, AVX, ...)
-#if defined(__CUDACC__) && defined(EIGEN_USE_GPU)
+//#if defined(__CUDACC__) && defined(EIGEN_USE_GPU)
+
 
-// Most of the following operations require arch >= 3.0
-#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
 
 namespace Eigen {
 namespace internal {
 
+// Most of the following operations require arch >= 3.0
+#if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
+
 template<> struct is_arithmetic<half2> { enum { value = true }; };
 
-template<> struct packet_traits<half> : default_packet_traits
+template<> struct packet_traits<Eigen::half> : default_packet_traits
 {
   typedef half2 type;
   typedef half2 half;
@@ -43,35 +45,35 @@ template<> struct packet_traits<half> : default_packet_traits
 };
 
 
-template<> struct unpacket_traits<half2> { typedef half type; enum {size=2, alignment=Aligned16}; typedef half2 half; };
+template<> struct unpacket_traits<half2> { typedef Eigen::half type; enum {size=2, alignment=Aligned16}; typedef half2 half; };
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pset1<half2>(const half& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pset1<half2>(const Eigen::half& from) {
   return __half2half2(from);
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pload<half2>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pload<half2>(const Eigen::half* from) {
   return *reinterpret_cast<const half2*>(from);
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 ploadu<half2>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 ploadu<half2>(const Eigen::half* from) {
   return __halves2half2(from[0], from[1]);
 }
 
-template<> EIGEN_STRONG_INLINE half2 ploaddup<half2>(const half*  from) {
+template<> EIGEN_STRONG_INLINE half2 ploaddup<half2>(const Eigen::half*  from) {
   return __halves2half2(from[0], from[0]);
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<half>(half* to, const half2& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<Eigen::half>(Eigen::half* to, const half2& from) {
   *reinterpret_cast<half2*>(to) = from;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<half>(half* to, const half2& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<Eigen::half>(Eigen::half* to, const half2& from) {
   to[0] = __low2half(from);
   to[1] = __high2half(from);
 }
 
 template<>
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Aligned>(const half* from) {
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Aligned>(const Eigen::half* from) {
 #if __CUDA_ARCH__ >= 350
    return __ldg((const half2*)from);
 #else
@@ -80,7 +82,7 @@ template<>
 }
 
 template<>
-EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Unaligned>(const half* from) {
+EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Unaligned>(const Eigen::half* from) {
 #if __CUDA_ARCH__ >= 350
    return __halves2half2(__ldg(from+0), __ldg(from+1));
 #else
@@ -88,16 +90,16 @@ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE half2 ploadt_ro<half2, Unaligned>(const ha
 #endif
 }
 
-template<> EIGEN_DEVICE_FUNC inline half2 pgather<half, half2>(const half* from, Index stride) {
+template<> EIGEN_DEVICE_FUNC inline half2 pgather<Eigen::half, half2>(const Eigen::half* from, Index stride) {
   return __halves2half2(from[0*stride], from[1*stride]);
 }
 
-template<> EIGEN_DEVICE_FUNC inline void pscatter<half, half2>(half* to, const half2& from, Index stride) {
+template<> EIGEN_DEVICE_FUNC inline void pscatter<Eigen::half, half2>(Eigen::half* to, const half2& from, Index stride) {
   to[stride*0] = __low2half(from);
   to[stride*1] = __high2half(from);
 }
 
-template<> EIGEN_DEVICE_FUNC inline half pfirst<half2>(const half2& a) {
+template<> EIGEN_DEVICE_FUNC inline Eigen::half pfirst<half2>(const half2& a) {
   return __low2half(a);
 }
 
@@ -110,15 +112,15 @@ template<> EIGEN_DEVICE_FUNC inline half2 pabs<half2>(const half2& a) {
 
 EIGEN_DEVICE_FUNC inline void
 ptranspose(PacketBlock<half2,2>& kernel) {
-  half a1 = __low2half(kernel.packet[0]);
-  half a2 = __high2half(kernel.packet[0]);
-  half b1 = __low2half(kernel.packet[1]);
-  half b2 = __high2half(kernel.packet[1]);
+  __half a1 = __low2half(kernel.packet[0]);
+  __half a2 = __high2half(kernel.packet[0]);
+  __half b1 = __low2half(kernel.packet[1]);
+  __half b2 = __high2half(kernel.packet[1]);
   kernel.packet[0] = __halves2half2(a1, b1);
   kernel.packet[1] = __halves2half2(a2, b2);
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 plset<half2>(const half& a) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 plset<half2>(const Eigen::half& a) {
 #if __CUDA_ARCH__ >= 530
   return __halves2half2(a, __hadd(a, __float2half(1.0f)));
 #else
@@ -227,17 +229,17 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pmax<half2>(const half2&
   return __halves2half2(r1, r2);
 }
 
-template<> EIGEN_DEVICE_FUNC inline half predux<half2>(const half2& a) {
+template<> EIGEN_DEVICE_FUNC inline Eigen::half predux<half2>(const half2& a) {
 #if __CUDA_ARCH__ >= 530
   return __hadd(__low2half(a), __high2half(a));
 #else
   float a1 = __low2float(a);
   float a2 = __high2float(a);
-  return half(internal::raw_uint16_to_half(__float2half_rn(a1 + a2)));
+  return Eigen::half(internal::raw_uint16_to_half(__float2half_rn(a1 + a2)));
 #endif
 }
 
-template<> EIGEN_DEVICE_FUNC inline half predux_max<half2>(const half2& a) {
+template<> EIGEN_DEVICE_FUNC inline Eigen::half predux_max<half2>(const half2& a) {
 #if __CUDA_ARCH__ >= 530
   __half first = __low2half(a);
   __half second = __high2half(a);
@@ -249,7 +251,7 @@ template<> EIGEN_DEVICE_FUNC inline half predux_max<half2>(const half2& a) {
 #endif
 }
 
-template<> EIGEN_DEVICE_FUNC inline half predux_min<half2>(const half2& a) {
+template<> EIGEN_DEVICE_FUNC inline Eigen::half predux_min<half2>(const half2& a) {
 #if __CUDA_ARCH__ >= 530
   __half first = __low2half(a);
   __half second = __high2half(a);
@@ -261,13 +263,13 @@ template<> EIGEN_DEVICE_FUNC inline half predux_min<half2>(const half2& a) {
 #endif
 }
 
-template<> EIGEN_DEVICE_FUNC inline half predux_mul<half2>(const half2& a) {
+template<> EIGEN_DEVICE_FUNC inline Eigen::half predux_mul<half2>(const half2& a) {
 #if __CUDA_ARCH__ >= 530
   return __hmul(__low2half(a), __high2half(a));
 #else
   float a1 = __low2float(a);
   float a2 = __high2float(a);
-  return half(internal::raw_uint16_to_half(__float2half_rn(a1 * a2)));
+  return Eigen::half(internal::raw_uint16_to_half(__float2half_rn(a1 * a2)));
 #endif
 }
 
@@ -303,20 +305,7 @@ template<> EIGEN_DEVICE_FUNC inline half2 prsqrt<half2>(const half2& a) {
   return __floats2half2_rn(r1, r2);
 }
 
-} // end namespace internal
-
-} // end namespace Eigen
-
-#endif
-#endif
-
-#else  // EIGEN_HAS_CUDA_FP16
-
-
-namespace Eigen {
-namespace internal {
-
-#if defined EIGEN_VECTORIZE_AVX
+#elif defined EIGEN_VECTORIZE_AVX
 
 typedef struct {
   __m128i x;
@@ -326,7 +315,7 @@ typedef struct {
 template<> struct is_arithmetic<Packet8h> { enum { value = true }; };
 
 template <>
-struct packet_traits<half> : default_packet_traits {
+struct packet_traits<Eigen::half> : default_packet_traits {
   typedef Packet8h type;
   // There is no half-size packet for Packet8h.
   typedef Packet8h half;
@@ -357,38 +346,38 @@ struct packet_traits<half> : default_packet_traits {
 
 template<> struct unpacket_traits<Packet8h> { typedef Eigen::half type; enum {size=8, alignment=Aligned16}; typedef Packet8h half; };
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pset1<Packet8h>(const half& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pset1<Packet8h>(const Eigen::half& from) {
   Packet8h result;
   result.x = _mm_set1_epi16(from.x);
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half pfirst<Packet8h>(const Packet8h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Eigen::half pfirst<Packet8h>(const Packet8h& from) {
   return raw_uint16_to_half(static_cast<unsigned short>(_mm_extract_epi16(from.x, 0)));
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pload<Packet8h>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pload<Packet8h>(const Eigen::half* from) {
   Packet8h result;
   result.x = _mm_load_si128(reinterpret_cast<const __m128i*>(from));
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h ploadu<Packet8h>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h ploadu<Packet8h>(const Eigen::half* from) {
   Packet8h result;
   result.x = _mm_loadu_si128(reinterpret_cast<const __m128i*>(from));
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<half>(half* to, const Packet8h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<Eigen::half>(Eigen::half* to, const Packet8h& from) {
   _mm_store_si128((__m128i*)to, from.x);
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<half>(half* to, const Packet8h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<Eigen::half>(Eigen::half* to, const Packet8h& from) {
   _mm_storeu_si128((__m128i*)to, from.x);
 }
 
 template<> EIGEN_DEVICE_FUNC inline Packet8h
-ploadquad(const half* from) {
+ploadquad<Packet8h>(const Eigen::half* from) {
   Packet8h result;
   unsigned short a = from[0].x;
   unsigned short b = from[1].x;
@@ -400,7 +389,7 @@ EIGEN_STRONG_INLINE Packet8f half2float(const Packet8h& a) {
 #ifdef EIGEN_HAS_FP16_C
   return _mm256_cvtph_ps(a.x);
 #else
-  EIGEN_ALIGN32 half aux[8];
+  EIGEN_ALIGN32 Eigen::half aux[8];
   pstore(aux, a);
   float f0(aux[0]);
   float f1(aux[1]);
@@ -423,14 +412,14 @@ EIGEN_STRONG_INLINE Packet8h float2half(const Packet8f& a) {
 #else
   EIGEN_ALIGN32 float aux[8];
   pstore(aux, a);
-  half h0(aux[0]);
-  half h1(aux[1]);
-  half h2(aux[2]);
-  half h3(aux[3]);
-  half h4(aux[4]);
-  half h5(aux[5]);
-  half h6(aux[6]);
-  half h7(aux[7]);
+  Eigen::half h0(aux[0]);
+  Eigen::half h1(aux[1]);
+  Eigen::half h2(aux[2]);
+  Eigen::half h3(aux[3]);
+  Eigen::half h4(aux[4]);
+  Eigen::half h5(aux[5]);
+  Eigen::half h6(aux[6]);
+  Eigen::half h7(aux[7]);
 
   Packet8h result;
   result.x = _mm_set_epi16(h7.x, h6.x, h5.x, h4.x, h3.x, h2.x, h1.x, h0.x);
@@ -438,6 +427,8 @@ EIGEN_STRONG_INLINE Packet8h float2half(const Packet8f& a) {
 #endif
 }
 
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pconj(const Packet8h& a) { return a; }
+
 template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h padd<Packet8h>(const Packet8h& a, const Packet8h& b) {
   Packet8f af = half2float(a);
   Packet8f bf = half2float(b);
@@ -452,16 +443,16 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet8h pmul<Packet8h>(const P
   return float2half(rf);
 }
 
-template<> EIGEN_DEVICE_FUNC inline Packet8h pgather<half, Packet8h>(const half* from, Index stride)
+template<> EIGEN_DEVICE_FUNC inline Packet8h pgather<Eigen::half, Packet8h>(const Eigen::half* from, Index stride)
 {
   Packet8h result;
   result.x = _mm_set_epi16(from[7*stride].x, from[6*stride].x, from[5*stride].x, from[4*stride].x, from[3*stride].x, from[2*stride].x, from[1*stride].x, from[0*stride].x);
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC inline void pscatter<half, Packet8h>(half* to, const Packet8h& from, Index stride)
+template<> EIGEN_DEVICE_FUNC inline void pscatter<Eigen::half, Packet8h>(Eigen::half* to, const Packet8h& from, Index stride)
 {
-  EIGEN_ALIGN32 half aux[8];
+  EIGEN_ALIGN32 Eigen::half aux[8];
   pstore(aux, from);
   to[stride*0].x = aux[0].x;
   to[stride*1].x = aux[1].x;
@@ -523,13 +514,13 @@ ptranspose(PacketBlock<Packet8h,8>& kernel) {
 
 EIGEN_DEVICE_FUNC inline void
 ptranspose(PacketBlock<Packet8h,4>& kernel) {
-  EIGEN_ALIGN32 half in[4][8];
-  pstore<half>(in[0], kernel.packet[0]);
-  pstore<half>(in[1], kernel.packet[1]);
-  pstore<half>(in[2], kernel.packet[2]);
-  pstore<half>(in[3], kernel.packet[3]);
+  EIGEN_ALIGN32 Eigen::half in[4][8];
+  pstore<Eigen::half>(in[0], kernel.packet[0]);
+  pstore<Eigen::half>(in[1], kernel.packet[1]);
+  pstore<Eigen::half>(in[2], kernel.packet[2]);
+  pstore<Eigen::half>(in[3], kernel.packet[3]);
 
-  EIGEN_ALIGN32 half out[4][8];
+  EIGEN_ALIGN32 Eigen::half out[4][8];
 
   for (int i = 0; i < 4; ++i) {
     for (int j = 0; j < 4; ++j) {
@@ -557,7 +548,7 @@ typedef struct {
 template<> struct is_arithmetic<Packet4h> { enum { value = true }; };
 
 template <>
-struct packet_traits<half> : default_packet_traits {
+struct packet_traits<Eigen::half> : default_packet_traits {
   typedef Packet4h type;
   // There is no half-size packet for Packet8h.
   typedef Packet4h half;
@@ -588,24 +579,26 @@ struct packet_traits<half> : default_packet_traits {
 
 template<> struct unpacket_traits<Packet4h> { typedef Eigen::half type; enum {size=4, alignment=Aligned16}; typedef Packet4h half; };
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pset1<Packet4h>(const half& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pset1<Packet4h>(const Eigen::half& from) {
   Packet4h result;
   result.x = _mm_set1_pi16(from.x);
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half pfirst<Packet4h>(const Packet4h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Eigen::half pfirst<Packet4h>(const Packet4h& from) {
   return raw_uint16_to_half(static_cast<unsigned short>(_mm_cvtsi64_si32(from.x)));
 }
 
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pconj(const Packet4h& a) { return a; }
+
 template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h padd<Packet4h>(const Packet4h& a, const Packet4h& b) {
   __int64_t a64 = _mm_cvtm64_si64(a.x);
   __int64_t b64 = _mm_cvtm64_si64(b.x);
 
-  half h[4];
+  Eigen::half h[4];
 
-  half ha = raw_uint16_to_half(static_cast<unsigned short>(a64));
-  half hb = raw_uint16_to_half(static_cast<unsigned short>(b64));
+  Eigen::half ha = raw_uint16_to_half(static_cast<unsigned short>(a64));
+  Eigen::half hb = raw_uint16_to_half(static_cast<unsigned short>(b64));
   h[0] = ha + hb;
   ha = raw_uint16_to_half(static_cast<unsigned short>(a64 >> 16));
   hb = raw_uint16_to_half(static_cast<unsigned short>(b64 >> 16));
@@ -625,10 +618,10 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pmul<Packet4h>(const P
   __int64_t a64 = _mm_cvtm64_si64(a.x);
   __int64_t b64 = _mm_cvtm64_si64(b.x);
 
-  half h[4];
+  Eigen::half h[4];
 
-  half ha = raw_uint16_to_half(static_cast<unsigned short>(a64));
-  half hb = raw_uint16_to_half(static_cast<unsigned short>(b64));
+  Eigen::half ha = raw_uint16_to_half(static_cast<unsigned short>(a64));
+  Eigen::half hb = raw_uint16_to_half(static_cast<unsigned short>(b64));
   h[0] = ha * hb;
   ha = raw_uint16_to_half(static_cast<unsigned short>(a64 >> 16));
   hb = raw_uint16_to_half(static_cast<unsigned short>(b64 >> 16));
@@ -644,36 +637,41 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pmul<Packet4h>(const P
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pload<Packet4h>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h pload<Packet4h>(const Eigen::half* from) {
   Packet4h result;
   result.x = _mm_cvtsi64_m64(*reinterpret_cast<const __int64_t*>(from));
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h ploadu<Packet4h>(const half* from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4h ploadu<Packet4h>(const Eigen::half* from) {
   Packet4h result;
   result.x = _mm_cvtsi64_m64(*reinterpret_cast<const __int64_t*>(from));
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<half>(half* to, const Packet4h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstore<Eigen::half>(Eigen::half* to, const Packet4h& from) {
   __int64_t r = _mm_cvtm64_si64(from.x);
   *(reinterpret_cast<__int64_t*>(to)) = r;
 }
 
-template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<half>(half* to, const Packet4h& from) {
+template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void pstoreu<Eigen::half>(Eigen::half* to, const Packet4h& from) {
   __int64_t r = _mm_cvtm64_si64(from.x);
   *(reinterpret_cast<__int64_t*>(to)) = r;
 }
 
-template<> EIGEN_DEVICE_FUNC inline Packet4h pgather<half, Packet4h>(const half* from, Index stride)
+template<> EIGEN_DEVICE_FUNC inline Packet4h
+ploadquad<Packet4h>(const Eigen::half* from) {
+  return pset1<Packet4h>(*from);
+}
+
+template<> EIGEN_DEVICE_FUNC inline Packet4h pgather<Eigen::half, Packet4h>(const Eigen::half* from, Index stride)
 {
   Packet4h result;
   result.x = _mm_set_pi16(from[3*stride].x, from[2*stride].x, from[1*stride].x, from[0*stride].x);
   return result;
 }
 
-template<> EIGEN_DEVICE_FUNC inline void pscatter<half, Packet4h>(half* to, const Packet4h& from, Index stride)
+template<> EIGEN_DEVICE_FUNC inline void pscatter<Eigen::half, Packet4h>(Eigen::half* to, const Packet4h& from, Index stride)
 {
   __int64_t a = _mm_cvtm64_si64(from.x);
   to[stride*0].x = static_cast<unsigned short>(a);
@@ -696,9 +694,8 @@ ptranspose(PacketBlock<Packet4h,4>& kernel) {
 }
 
 #endif
+
 }
 }
 
-#endif  // EIGEN_HAS_CUDA_FP16
-
 #endif // EIGEN_PACKET_MATH_HALF_CUDA_H
diff --git a/Eigen/src/Core/arch/CUDA/TypeCasting.h b/Eigen/src/Core/arch/CUDA/TypeCasting.h
index 45c75cf52..150c7e94a 100644
--- a/Eigen/src/Core/arch/CUDA/TypeCasting.h
+++ b/Eigen/src/Core/arch/CUDA/TypeCasting.h
@@ -14,49 +14,47 @@ namespace Eigen {
 
 namespace internal {
 
-#if defined(EIGEN_HAS_CUDA_FP16)
-
 template<>
-struct scalar_cast_op<float, half> {
+struct scalar_cast_op<float, Eigen::half> {
   EIGEN_EMPTY_STRUCT_CTOR(scalar_cast_op)
-  typedef half result_type;
-  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half operator() (const float& a) const {
+  typedef Eigen::half result_type;
+  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Eigen::half operator() (const float& a) const {
     #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
       return __float2half(a);
     #else
-      return half(a);
+      return Eigen::half(a);
     #endif
   }
 };
 
 template<>
-struct functor_traits<scalar_cast_op<float, half> >
+struct functor_traits<scalar_cast_op<float, Eigen::half> >
 { enum { Cost = NumTraits<float>::AddCost, PacketAccess = false }; };
 
 
 template<>
-struct scalar_cast_op<int, half> {
+struct scalar_cast_op<int, Eigen::half> {
   EIGEN_EMPTY_STRUCT_CTOR(scalar_cast_op)
-  typedef half result_type;
-  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half operator() (const int& a) const {
+  typedef Eigen::half result_type;
+  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Eigen::half operator() (const int& a) const {
     #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
       return __float2half(static_cast<float>(a));
     #else
-      return half(static_cast<float>(a));
+      return Eigen::half(static_cast<float>(a));
     #endif
   }
 };
 
 template<>
-struct functor_traits<scalar_cast_op<int, half> >
+struct functor_traits<scalar_cast_op<int, Eigen::half> >
 { enum { Cost = NumTraits<float>::AddCost, PacketAccess = false }; };
 
 
 template<>
-struct scalar_cast_op<half, float> {
+struct scalar_cast_op<Eigen::half, float> {
   EIGEN_EMPTY_STRUCT_CTOR(scalar_cast_op)
   typedef float result_type;
-  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE float operator() (const half& a) const {
+  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE float operator() (const Eigen::half& a) const {
     #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
       return __half2float(a);
     #else
@@ -66,7 +64,7 @@ struct scalar_cast_op<half, float> {
 };
 
 template<>
-struct functor_traits<scalar_cast_op<half, float> >
+struct functor_traits<scalar_cast_op<Eigen::half, float> >
 { enum { Cost = NumTraits<float>::AddCost, PacketAccess = false }; };
 
 
@@ -74,7 +72,7 @@ struct functor_traits<scalar_cast_op<half, float> >
 #if defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 300
 
 template <>
-struct type_casting_traits<half, float> {
+struct type_casting_traits<Eigen::half, float> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 2,
@@ -89,7 +87,7 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE float4 pcast<half2, float4>(con
 }
 
 template <>
-struct type_casting_traits<float, half> {
+struct type_casting_traits<float, Eigen::half> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 1,
@@ -99,16 +97,13 @@ struct type_casting_traits<float, half> {
 
 template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE half2 pcast<float4, half2>(const float4& a) {
   // Simply discard the second half of the input
-  return __float22half2_rn(make_float2(a.x, a.y));
+  return __floats2half2_rn(a.x, a.y);
 }
 
-#endif
-
-#else
+#elif defined EIGEN_VECTORIZE_AVX
 
-#ifdef EIGEN_VECTORIZE_AVX
 template <>
-struct type_casting_traits<half, float> {
+struct type_casting_traits<Eigen::half, float> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 1,
@@ -121,7 +116,7 @@ template<> EIGEN_STRONG_INLINE Packet8f pcast<Packet8h, Packet8f>(const Packet8h
 }
 
 template <>
-struct type_casting_traits<float, half> {
+struct type_casting_traits<float, Eigen::half> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 1,
@@ -134,8 +129,9 @@ template<> EIGEN_STRONG_INLINE Packet8h pcast<Packet8f, Packet8h>(const Packet8f
 }
 
 #elif defined EIGEN_VECTORIZE_SSE && !EIGEN_COMP_MSVC
+
 template <>
-struct type_casting_traits<half, float> {
+struct type_casting_traits<Eigen::half, float> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 1,
@@ -145,7 +141,7 @@ struct type_casting_traits<half, float> {
 
 template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4f pcast<Packet4h, Packet4f>(const Packet4h& a) {
   __int64_t a64 = _mm_cvtm64_si64(a.x);
-  half h = raw_uint16_to_half(static_cast<unsigned short>(a64));
+  Eigen::half h = raw_uint16_to_half(static_cast<unsigned short>(a64));
   float f1 = static_cast<float>(h);
   h = raw_uint16_to_half(static_cast<unsigned short>(a64 >> 16));
   float f2 = static_cast<float>(h);
@@ -157,7 +153,7 @@ template<> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Packet4f pcast<Packet4h, Packet
 }
 
 template <>
-struct type_casting_traits<float, half> {
+struct type_casting_traits<float, Eigen::half> {
   enum {
     VectorizedCast = 1,
     SrcCoeffRatio = 1,
@@ -168,10 +164,10 @@ struct type_casting_traits<float, half> {
 template<> EIGEN_STRONG_INLINE Packet4h pcast<Packet4f, Packet4h>(const Packet4f& a) {
   EIGEN_ALIGN16 float aux[4];
   pstore(aux, a);
-  half h0(aux[0]);
-  half h1(aux[1]);
-  half h2(aux[2]);
-  half h3(aux[3]);
+  Eigen::half h0(aux[0]);
+  Eigen::half h1(aux[1]);
+  Eigen::half h2(aux[2]);
+  Eigen::half h3(aux[3]);
 
   Packet4h result;
   result.x = _mm_set_pi16(h3.x, h2.x, h1.x, h0.x);
@@ -179,7 +175,6 @@ template<> EIGEN_STRONG_INLINE Packet4h pcast<Packet4f, Packet4h>(const Packet4f
 }
 
 #endif
-#endif
 
 } // end namespace internal