77 lines
2.9 KiB
C++
77 lines
2.9 KiB
C++
/****************************************************************************
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*
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* Copyright (c) 2020 Vivante Corporation
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*
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* Permission is hereby granted, free of charge, to any person obtaining a
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* copy of this software and associated documentation files (the "Software"),
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* to deal in the Software without restriction, including without limitation
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* the rights to use, copy, modify, merge, publish, distribute, sublicense,
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* and/or sell copies of the Software, and to permit persons to whom the
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* Software is furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
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* DEALINGS IN THE SOFTWARE.
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*
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*****************************************************************************/
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#include "tim/vx/ops/activations.h"
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#include "operation_private.h"
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#include "vsi_nn_pub.h"
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namespace tim {
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namespace vx {
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namespace ops {
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#define DEFINE_NO_PARAMETER_ACTIVATION(NAME, VSI_OP_CODE) \
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NAME::NAME(Graph* graph) : Operation(graph, VSI_OP_CODE) {}
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DEFINE_NO_PARAMETER_ACTIVATION(Relu, VSI_NN_OP_RELU)
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DEFINE_NO_PARAMETER_ACTIVATION(Relu1, VSI_NN_OP_RELU1)
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DEFINE_NO_PARAMETER_ACTIVATION(Relu6, VSI_NN_OP_RELU6)
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DEFINE_NO_PARAMETER_ACTIVATION(Elu, VSI_NN_OP_ELU)
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DEFINE_NO_PARAMETER_ACTIVATION(Sigmoid, VSI_NN_OP_SIGMOID)
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DEFINE_NO_PARAMETER_ACTIVATION(Mish, VSI_NN_OP_MISH)
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DEFINE_NO_PARAMETER_ACTIVATION(HardSigmoid, VSI_NN_OP_HARD_SIGMOID)
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DEFINE_NO_PARAMETER_ACTIVATION(SoftRelu, VSI_NN_OP_SOFTRELU)
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#undef DEFINE_NO_PARAMETER_ACTIVATION
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HardSwish::HardSwish(Graph* graph) : Operation(graph, VSI_NN_OP_SWISH) {
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this->impl()->node()->nn_param.swish.type = VSI_NN_HSWISH;
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this->impl()->node()->nn_param.swish.beta = 1.0f;
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}
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Prelu::Prelu(Graph* graph, int axis)
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: Operation(graph, VSI_NN_OP_PRELU), axis_(axis) {
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this->impl()->node()->nn_param.prelu.axis = axis_;
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}
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Tanh::Tanh(Graph* graph) : Operation(graph, VSI_NN_OP_TANH) {
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this->impl()->node()->nn_param.tanh.scale_a = 1.0;
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this->impl()->node()->nn_param.tanh.scale_b = 1.0;
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}
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LeakyRelu::LeakyRelu(Graph* graph, float alpha)
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: Operation(graph, VSI_NN_OP_LEAKY_RELU), alpha_(alpha) {
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this->impl()->node()->nn_param.activation.leaky_ratio = alpha_;
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}
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Linear::Linear(Graph* graph, float a, float b)
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: Operation(graph, VSI_NN_OP_LINEAR), a_(a), b_(b) {
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this->impl()->node()->nn_param.linear.a = a_;
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this->impl()->node()->nn_param.linear.b = b_;
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}
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} // namespace ops
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} // namespace vx
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} // namespace tim
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