wehub-resource-sync
65 lines
1.9 KiB
C++
65 lines
1.9 KiB
C++
/* ******************************************************************************
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*
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* See the NOTICE file distributed with this work for additional
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* information regarding copyright ownership.
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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, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author raver119@gmail.com
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//
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#include <system/op_boilerplate.h>
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#if NOT_EXCLUDED(OP_hardsigmoid)
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#include <ops/declarable/CustomOperations.h>
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#include <ops/declarable/helpers/legacy_helpers.h>
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namespace sd {
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namespace ops {
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CONFIGURABLE_OP_IMPL(hardsigmoid, 1, 1, true, 0, 0) {
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auto input = INPUT_VARIABLE(0);
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auto output = OUTPUT_VARIABLE(0);
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input->applyTransform(transform::HardSigmoid, output);
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STORE_RESULT(output);
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return Status::OK;
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}
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DECLARE_TYPES(hardsigmoid) {
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getOpDescriptor()->setAllowedInputTypes(0, ANY)->setAllowedOutputTypes(0, {ALL_FLOATS});
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}
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CONFIGURABLE_OP_IMPL(hardsigmoid_bp, 2, 1, true, 0, 0) {
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auto input = INPUT_VARIABLE(0);
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auto epsilon = INPUT_VARIABLE(1);
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auto z = OUTPUT_VARIABLE(0);
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helpers::hardSigmoidDerivative(block.launchContext(), input, epsilon, z);
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return Status::OK;
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}
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DECLARE_TYPES(hardsigmoid_bp) {
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getOpDescriptor()
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->setAllowedInputTypes(0, ANY)
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->setAllowedInputTypes(1, {FLOAT32, DOUBLE, HALF})
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->setAllowedOutputTypes(0, {FLOAT32, DOUBLE, HALF});
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}
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} // namespace ops
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} // namespace sd
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#endif
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