wehub-resource-sync
90 lines
3.1 KiB
C++
90 lines
3.1 KiB
C++
// Copyright (c) 2023 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/core/dense_tensor.h"
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#include "paddle/phi/core/kernel_registry.h"
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namespace phi {
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template <typename T, typename Context>
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void FusedAttentionGradKernel(
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const Context &dev_ctx,
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const DenseTensor &out_grad,
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const DenseTensor &x,
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const DenseTensor &qkv_weight,
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const optional<DenseTensor> &qkv_bias,
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const optional<DenseTensor> &qkv_bias_out,
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const optional<DenseTensor> &src_mask,
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const optional<DenseTensor> &src_mask_out,
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const DenseTensor &out_linear_weight,
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const optional<DenseTensor> &out_linear_bias,
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const optional<DenseTensor> &ln_scale,
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const optional<DenseTensor> &ln_bias,
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const optional<DenseTensor> &ln_scale_2,
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const optional<DenseTensor> &ln_bias_2,
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const optional<DenseTensor> &ln_out,
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const optional<DenseTensor> &ln_mean,
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const optional<DenseTensor> &ln_var,
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const optional<DenseTensor> &ln_mean_2,
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const optional<DenseTensor> &ln_var_2,
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const optional<DenseTensor> &bias_dropout_residual_out,
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const DenseTensor &qkv_out,
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const DenseTensor &transpose_out_2,
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const DenseTensor &qk_out,
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const DenseTensor &qktv_out,
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const DenseTensor &softmax_out,
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const DenseTensor &attn_dropout_mask_out,
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const DenseTensor &attn_dropout_out,
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const DenseTensor &fmha_out,
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const DenseTensor &out_linear_out,
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const DenseTensor &dropout_mask_out,
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int num_heads,
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bool transpose_qkv_wb,
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bool pre_layer_norm,
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float epsilon,
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float attn_dropout_rate,
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bool is_test,
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bool attn_dropout_fix_seed,
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int attn_dropout_seed,
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const std::string &attn_dropout_implementation,
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float dropout_rate,
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bool dropout_fix_seed,
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int dropout_seed,
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const std::string &dropout_implementation,
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float ln_epsilon,
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bool add_residual,
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int ring_id,
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DenseTensor *qkv_bias_grad,
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DenseTensor *qkv_bias_out_grad,
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DenseTensor *src_mask_out_grad,
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DenseTensor *out_linear_bias_grad,
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DenseTensor *ln_scale_grad,
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DenseTensor *ln_bias_grad,
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DenseTensor *ln_scale_2_grad,
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DenseTensor *ln_bias_2_grad,
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DenseTensor *x_grad,
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DenseTensor *qkv_weight_grad,
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DenseTensor *out_linear_weight_grad,
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DenseTensor *ln_out_grad,
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DenseTensor *bias_dropout_residual_out_grad,
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DenseTensor *qkv_out_grad,
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DenseTensor *qktv_out_grad,
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DenseTensor *transpose_out_2_grad,
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DenseTensor *qk_out_grad,
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DenseTensor *softmax_out_grad,
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DenseTensor *attn_dropout_out_grad,
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DenseTensor *fmha_out_grad,
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DenseTensor *out_linear_out_grad);
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} // namespace phi
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