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author | Sang-Hoon Park <sang-hoon.park@arm.com> | 2020-10-19 16:00:11 +0100 |
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committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2020-10-20 10:27:40 +0000 |
commit | 68dd25fbe6e4d3c3513fa5993863419769aa08fc (patch) | |
tree | b918be923f9e4550c306d7f44d168ab938a71fc8 /src/core/helpers/SoftmaxHelpers.h | |
parent | f0a4e609d98f111b6a7d4a2b578d1b7cba64b805 (diff) | |
download | ComputeLibrary-68dd25fbe6e4d3c3513fa5993863419769aa08fc.tar.gz |
COMPMID-3637: Move utility headers from arm_compute to src
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/helpers/SoftmaxHelpers.h')
-rw-r--r-- | src/core/helpers/SoftmaxHelpers.h | 50 |
1 files changed, 50 insertions, 0 deletions
diff --git a/src/core/helpers/SoftmaxHelpers.h b/src/core/helpers/SoftmaxHelpers.h new file mode 100644 index 0000000000..de5490a14d --- /dev/null +++ b/src/core/helpers/SoftmaxHelpers.h @@ -0,0 +1,50 @@ +/* +* Copyright (c) 2020 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. + */ +#ifndef SRC_CORE_HELPERS_SOFTMAXHELPERS_H +#define SRC_CORE_HELPERS_SOFTMAXHELPERS_H + +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace softmax_helpers +{ +/** Given a softmax axis, this function returns the permutation vector required to put the axis to the front + * + * @note This function assumes a tensor rank <= 4 + * + * Axis selects the dimension on which softmax is performed. + * E.g. For input of shape 4x5x6 and axis=1, softmax will be applied to 4x6=24 vectors of size 5. + * Interally softmax kernels is always performed on the first dimension (front dimension), therefore permutation is + * required to put the dimension specified by @p axis to the first dimension. + * + * @param[in] axis Axis on which to perform softmax. Supported: 1, 2, 3 (0 implies no permutation needed) + * + * @return the permutation vector + */ +PermutationVector get_permutation_vector_from_softmax_axis(size_t axis); +} // namespace softmax_helpers +} // namespace arm_compute + +#endif /* SRC_CORE_HELPERS_SOFTMAXHELPERS_H */ |