wehub-resource-sync
67 lines
2.6 KiB
C++
67 lines
2.6 KiB
C++
// Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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//
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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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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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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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#pragma once
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#include <string>
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#include "paddle/phi/core/dense_tensor.h"
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#include "paddle/phi/core/device_context.h"
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#include "paddle/utils/optional.h"
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namespace phi {
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template <typename T, typename Context>
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void LSTMKernel(const Context& dev_ctx,
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const DenseTensor& input,
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const optional<DenseTensor>& h0,
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const optional<DenseTensor>& c0,
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const DenseTensor& weight,
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const DenseTensor& bias,
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bool use_peepholes,
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bool is_reverse,
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bool is_test,
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const std::string& gate_activation,
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const std::string& cell_activation,
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const std::string& candidate_activation,
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DenseTensor* hidden,
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DenseTensor* cell,
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DenseTensor* batch_gate,
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DenseTensor* batch_cell_pre_act);
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template <typename T, typename Context>
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void LSTMGradKernel(const Context& dev_ctx,
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const DenseTensor& input,
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const optional<DenseTensor>& h0,
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const optional<DenseTensor>& c0,
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const DenseTensor& weight,
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const DenseTensor& bias,
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const DenseTensor& hidden,
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const DenseTensor& cell,
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const DenseTensor& batch_gate,
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const DenseTensor& batch_cell_pre_act,
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const DenseTensor& hidden_grad,
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bool use_peepholes,
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bool is_reverse,
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bool is_test,
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const std::string& gate_activation,
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const std::string& cell_activation,
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const std::string& candidate_activation,
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DenseTensor* input_grad,
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DenseTensor* h0_grad,
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DenseTensor* c0_grad,
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DenseTensor* weight_grad,
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DenseTensor* bias_grad);
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} // namespace phi
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