wehub-resource-sync
53 lines
1.9 KiB
C++
53 lines
1.9 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 FusedAdamKernel(
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const Context &dev_ctx,
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const std::vector<const DenseTensor *> ¶ms,
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const std::vector<const DenseTensor *> &grads,
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const DenseTensor &learning_rate,
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const std::vector<const DenseTensor *> &moments1,
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const std::vector<const DenseTensor *> &moments2,
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const optional<std::vector<const DenseTensor *>> &moments2_max,
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const std::vector<const DenseTensor *> &beta1_pows,
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const std::vector<const DenseTensor *> &beta2_pows,
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const optional<std::vector<const DenseTensor *>> &master_params,
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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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int chunk_size,
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float weight_decay,
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bool use_adamw,
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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 *> params_out,
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std::vector<DenseTensor *> moments1_out,
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std::vector<DenseTensor *> moments2_out,
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std::vector<DenseTensor *> moments2_max_out,
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std::vector<DenseTensor *> beta1_pows_out,
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std::vector<DenseTensor *> beta2_pows_out,
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std::vector<DenseTensor *> master_params_out);
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} // namespace phi
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