wehub-resource-sync
77 lines
3.3 KiB
C++
77 lines
3.3 KiB
C++
// Copyright (c) 2022 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 "paddle/phi/common/scalar.h"
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#include "paddle/phi/core/dense_tensor.h"
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namespace phi {
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template <typename T, typename Context>
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PADDLE_API void AdamDenseKernel(const Context& dev_ctx,
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const DenseTensor& param,
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const DenseTensor& grad,
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const DenseTensor& learning_rate,
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const DenseTensor& moment1,
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const DenseTensor& moment2,
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const optional<DenseTensor>& moment2_max,
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const DenseTensor& beta1_pow,
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const DenseTensor& beta2_pow,
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const optional<DenseTensor>& master_param,
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const optional<DenseTensor>& skip_update,
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const Scalar& beta1,
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const Scalar& beta2,
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const Scalar& epsilon,
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bool lazy_mode,
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int64_t min_row_size_to_use_multithread,
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bool multi_precision,
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bool use_global_beta_pow,
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bool amsgrad,
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DenseTensor* param_out,
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DenseTensor* moment1_out,
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DenseTensor* moment2_out,
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DenseTensor* moment2_max_out,
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DenseTensor* beta1_pow_out,
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DenseTensor* beta2_pow_out,
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DenseTensor* master_param_outs);
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template <typename T, typename Context>
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void MergedAdamKernel(
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const Context& dev_ctx,
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const std::vector<const DenseTensor*>& param,
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const std::vector<const DenseTensor*>& grad,
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const std::vector<const DenseTensor*>& learning_rate,
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const std::vector<const DenseTensor*>& moment1,
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const std::vector<const DenseTensor*>& moment2,
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const optional<std::vector<const DenseTensor*>>& moment2_max,
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const std::vector<const DenseTensor*>& beta1_pow,
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const std::vector<const DenseTensor*>& beta2_pow,
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const optional<std::vector<const DenseTensor*>>& master_param,
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const Scalar& beta1,
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const Scalar& beta2,
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const Scalar& epsilon,
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bool multi_precision,
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bool use_global_beta_pow,
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bool amsgrad,
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std::vector<DenseTensor*> param_out,
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std::vector<DenseTensor*> moment1_out,
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std::vector<DenseTensor*> moment2_out,
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std::vector<DenseTensor*> moment2_max_out,
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std::vector<DenseTensor*> beta1_pow_out,
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std::vector<DenseTensor*> beta2_pow_out,
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std::vector<DenseTensor*> master_param_out);
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} // namespace phi
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