diff options
Diffstat (limited to 'src/core/NEON/kernels/convolution/winograd/weight_transforms_fp32.cpp')
-rw-r--r-- | src/core/NEON/kernels/convolution/winograd/weight_transforms_fp32.cpp | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/convolution/winograd/weight_transforms_fp32.cpp b/src/core/NEON/kernels/convolution/winograd/weight_transforms_fp32.cpp new file mode 100644 index 0000000000..63f5fc786c --- /dev/null +++ b/src/core/NEON/kernels/convolution/winograd/weight_transforms_fp32.cpp @@ -0,0 +1,74 @@ +/* + * Copyright (c) 2022 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +#include "winograd_implementations.hpp" +#include "weight_transform.hpp" + +namespace arm_conv { +namespace winograd { +namespace weight_transform { + +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SVE) +#endif // defined(ARM_COMPUTE_ENABLE_SVE) +#endif // defined(__aarch64__) +void *arm_fp32_4x4_3x3(unsigned int, const float *, size_t, size_t, float *, size_t); +void *arm_fp32_2x2_3x3(unsigned int, const float *, size_t, size_t, float *, size_t); +void *arm_fp32_2x2_5x5(unsigned int, const float *, size_t, size_t, float *, size_t); +void *cpp_fp32_1x6_1x3(unsigned int, const float *, size_t, size_t, float *, size_t); +void *cpp_fp32_1x4_1x5(unsigned int, const float *, size_t, size_t, float *, size_t); +void *cpp_fp32_1x2_1x7(unsigned int, const float *, size_t, size_t, float *, size_t); + +#define IMPL(KERN_ROWS, KERN_COLS, TRANS_ROWS, TRANS_COLS, KERN) \ + new Transform<float>(#KERN, KERN_ROWS, KERN_COLS, TRANS_ROWS, TRANS_COLS, KERN) + +#define IMPL_T(KERN_ROWS, KERN_COLS, TRANS_ROWS, TRANS_COLS, KERN) \ + new Transform<float>(#KERN, KERN_ROWS, KERN_COLS, TRANS_ROWS, TRANS_COLS, Transform<float>::get_transposed_kernel(KERN)) + +static const TransformImplementation<float> transforms_fp32[] = { +#if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SVE) +#endif // defined(ARM_COMPUTE_ENABLE_SVE) +#endif // defined(__aarch64__) + { IMPL(3, 3, 6, 6, arm_fp32_4x4_3x3) }, + { IMPL(3, 3, 4, 4, arm_fp32_2x2_3x3) }, + { IMPL(5, 5, 6, 6, arm_fp32_2x2_5x5) }, + { IMPL(1, 3, 1, 8, cpp_fp32_1x6_1x3) }, + { IMPL_T(3, 1, 8, 1, cpp_fp32_1x6_1x3) }, + { IMPL(1, 5, 1, 8, cpp_fp32_1x4_1x5) }, + { IMPL_T(5, 1, 8, 1, cpp_fp32_1x4_1x5) }, + { IMPL(1, 7, 1, 8, cpp_fp32_1x2_1x7) }, + { IMPL_T(7, 1, 8, 1, cpp_fp32_1x2_1x7) }, + { nullptr } +}; + +template <> +const TransformImplementation<float> *implementation_list(void) +{ + return transforms_fp32; +} + +} // namespace weight_transform +} // namespace winograd +} // namespace arm_conv |