parent
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#ifndef HL_MATRIX_BASE_DETAIL_CUH_
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#define HL_MATRIX_BASE_DETAIL_CUH_
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#include "hl_matrix_type.cuh"
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namespace aggregate {
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class SSESum {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_add(a, b);
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}
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};
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class SSEMax {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_max(a, b);
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}
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};
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class SSEMin {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_min(a, b);
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}
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};
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} // namespace aggregate
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namespace base {
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namespace unary {
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class SSEIdentity {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a) const {
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return a;
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}
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};
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} // namespace unary
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namespace binary {
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class SSEAdd {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_add(a, b);
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}
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};
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class SSEAdd2 {
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public:
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static const bool sse = VECTOR_SIMD;
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const real p1;
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const real p2;
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vecType mp1;
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vecType mp2;
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public:
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SSEAdd2(const real s1, const real s2) : p1(s1), p2(s2) {
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mp1 = hl_vec_set(p1);
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mp2 = hl_vec_set(p2);
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}
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_add(hl_vec_mul(mp1, a), hl_vec_mul(mp2, b));
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}
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};
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class SSESub {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_sub(a, b);
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}
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};
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class SSEMul {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_mul(a, b);
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}
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};
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class SSEDiv {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_div(a, b);
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}
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};
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class SSESquaredDiff {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_mul(hl_vec_sub(a, b), hl_vec_sub(a, b));
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}
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};
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class SSEFirst {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return a;
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}
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};
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class SSESecond {
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public:
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static const bool sse = VECTOR_SIMD;
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return b;
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}
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};
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class SSEClassificationError {
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public:
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static const bool sse = VECTOR_SIMD;
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const real p;
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vecType mp;
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vecType result;
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public:
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explicit SSEClassificationError(const real s) : p(s) {
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mp = hl_vec_set(p);
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result = hl_vec_set(1.0f);
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}
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INLINE vecType vecOp(const vecType a, const vecType b) const {
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return hl_vec_classification_error(a, b, mp, result);
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}
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};
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} // namespace binary
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} // namespace base
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#endif /* HL_MATRIX_BASE_DETAIL_CUH_ */
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@ -1,161 +0,0 @@
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#ifndef HL_MATRIX_BASE_NEON_CUH_
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#define HL_MATRIX_BASE_NEON_CUH_
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namespace aggregate {
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class SSESum {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vaddq_f32(a, b);
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}
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};
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class SSEMax {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vmaxq_f32(a, b);
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}
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};
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class SSEMin {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vminq_f32(a, b);
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}
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};
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} // namespace aggregate
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namespace base {
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namespace unary {
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class SSEIdentity {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a) const {
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return a;
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}
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};
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} // namespace unary
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namespace binary {
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class SSEAdd {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vaddq_f32(a, b);
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}
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};
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class SSEAdd2 {
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public:
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static const bool sse = true;
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const real p1;
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const real p2;
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float32x4_t mp1;
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float32x4_t mp2;
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public:
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SSEAdd2(const real s1, const real s2) : p1(s1), p2(s2) {
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mp1 = vdupq_n_f32(p1);
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mp2 = vdupq_n_f32(p2);
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}
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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float32x4_t tmp1, tmp2;
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tmp1 = vmulq_f32(mp1, a);
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tmp2 = vmulq_f32(mp2, b);
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return vaddq_f32(tmp1, tmp2);
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}
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};
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class SSESub {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vsubq_f32(a, b);
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}
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};
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class SSEMul {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return vmulq_f32(a, b);
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}
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};
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class SSEDiv {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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float32x4_t tmp;
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tmp = vrecpeq_f32(b);
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return vmulq_f32(a, tmp);
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}
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};
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class SSESquaredDiff {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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float32x4_t tmp;
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tmp = vsubq_f32(a, b);
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return vmulq_f32(tmp, tmp);
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}
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};
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class SSEFirst {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return a;
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}
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};
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class SSESecond {
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public:
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static const bool sse = true;
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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return b;
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}
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};
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class SSEClassificationError {
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public:
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static const bool sse = true;
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const real p;
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float32x4_t mp;
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uint32x4_t result;
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public:
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explicit SSEClassificationError(const real s) : p(s) {
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mp = vdupq_n_f32(p);
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result = vdupq_n_u32(1);
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}
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// TODO: to be check
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INLINE float32x4_t vecOp(const float32x4_t a, const float32x4_t b) const {
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uint32x4_t tmp1 = vcgtq_f32(a, mp);
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uint32x4_t tmp2 = vcgtq_f32(b, mp);
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uint32x4_t tmp3 = veorq_u32(tmp1, tmp2);
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return vcvtq_f32_u32(vandq_u32(tmp3, result));
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}
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};
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} // namespace binary
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} // namespace base
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#endif /* HL_MATRIX_BASE_NEON_CUH_ */
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@ -1,211 +0,0 @@
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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License. */
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#ifndef HL_MATRIX_BASE_SSE_CUH_
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#define HL_MATRIX_BASE_SSE_CUH_
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namespace aggregate {
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class SSESum {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_add_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_add_pd(a, b);
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}
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};
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class SSEMax {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_max_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_max_pd(a, b);
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}
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};
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class SSEMin {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_min_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_min_pd(a, b);
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}
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};
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} // namespace aggregate
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namespace base {
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namespace unary {
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class SSEIdentity {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a) const {
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return a;
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}
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INLINE __m128d vecOp(const __m128d a) const {
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return a;
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}
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};
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} // namespace unary
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namespace binary {
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class SSEAdd {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_add_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_add_pd(a, b);
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}
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};
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class SSEAdd2 {
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public:
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static const bool sse = true;
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const real p1;
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const real p2;
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union {__m128 f; __m128d d;} mp1;
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union {__m128 f; __m128d d;} mp2;
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public:
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SSEAdd2(const real s1, const real s2) : p1(s1), p2(s2) {
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if (sizeof(real) == sizeof(float)) {
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mp1.f = _mm_set1_ps(p1);
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mp2.f = _mm_set1_ps(p2);
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} else {
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mp1.d = _mm_set1_pd(p1);
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mp2.d = _mm_set1_pd(p2);
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}
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}
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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__m128 tmp1, tmp2;
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tmp1 = _mm_mul_ps(mp1.f, a);
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tmp2 = _mm_mul_ps(mp2.f, b);
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return _mm_add_ps(tmp1, tmp2);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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__m128d tmp1, tmp2;
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tmp1 = _mm_mul_pd(mp1.d, a);
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tmp2 = _mm_mul_pd(mp2.d, b);
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return _mm_add_pd(tmp1, tmp2);
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}
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};
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class SSESub {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_sub_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_sub_pd(a, b);
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}
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};
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class SSEMul {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_mul_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_mul_pd(a, b);
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}
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};
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class SSEDiv {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_div_ps(a, b);
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_div_pd(a, b);
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}
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};
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class SSESquaredDiff {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return _mm_mul_ps(_mm_sub_ps(a, b), _mm_sub_ps(a, b));
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}
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return _mm_mul_pd(_mm_sub_pd(a, b), _mm_sub_pd(a, b));
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}
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};
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class SSEFirst {
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public:
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static const bool sse = true;
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
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return a;
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}
|
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return a;
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}
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};
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|
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class SSESecond {
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public:
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static const bool sse = true;
|
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INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
|
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return b;
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}
|
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INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
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return b;
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}
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};
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|
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class SSEClassificationError {
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public:
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static const bool sse = true;
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const real p;
|
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union {__m128 f; __m128d d;} mp;
|
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union {__m128 f; __m128d d;} result;
|
||||
|
||||
public:
|
||||
explicit SSEClassificationError(const real s) : p(s) {
|
||||
if (sizeof(real) == sizeof(float)) {
|
||||
mp.f = _mm_set1_ps(p);
|
||||
result.f = _mm_set1_ps(1.0f);
|
||||
} else {
|
||||
mp.d = _mm_set1_pd(p);
|
||||
result.d = _mm_set1_pd(1.0);
|
||||
}
|
||||
}
|
||||
INLINE __m128 vecOp(const __m128 a, const __m128 b) const {
|
||||
__m128 tmp1 = _mm_cmpgt_ps(a, mp.f);
|
||||
__m128 tmp2 = _mm_cmpgt_ps(b, mp.f);
|
||||
__m128 tmp3 = _mm_xor_ps(tmp1, tmp2);
|
||||
return _mm_and_ps(tmp3, result.f);
|
||||
}
|
||||
INLINE __m128d vecOp(const __m128d a, const __m128d b) const {
|
||||
__m128d tmp1 = _mm_cmpgt_pd(a, mp.d);
|
||||
__m128d tmp2 = _mm_cmpgt_pd(b, mp.d);
|
||||
__m128d tmp3 = _mm_xor_pd(tmp1, tmp2);
|
||||
return _mm_and_pd(tmp3, result.d);
|
||||
}
|
||||
};
|
||||
} // namespace binary
|
||||
} // namespace base
|
||||
|
||||
#endif /* HL_MATRIX_BASE_SSE_CUH_ */
|
Loading…
Reference in new issue