wehub-resource-sync
90 lines
3.6 KiB
C++
90 lines
3.6 KiB
C++
// Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
|
|
//
|
|
// Licensed under the Apache License, Version 2.0 (the "License");
|
|
// you may not use this file except in compliance with the License.
|
|
// You may obtain a copy of the License at
|
|
//
|
|
// http://www.apache.org/licenses/LICENSE-2.0
|
|
//
|
|
// Unless required by applicable law or agreed to in writing, software
|
|
// distributed under the License is distributed on an "AS IS" BASIS,
|
|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
// See the License for the specific language governing permissions and
|
|
// limitations under the License.
|
|
|
|
#include "paddle/phi/backends/xpu/enforce_xpu.h"
|
|
#include "paddle/phi/core/kernel_registry.h"
|
|
#include "paddle/phi/kernels/fusion/xpu/fused_rope_utils.h"
|
|
|
|
namespace phi {
|
|
namespace fusion {
|
|
#define LAUNCH_XPU_FUSED_ROPE_GRAD(T, SCT) \
|
|
XPUFusedRopeImpl<T, SCT, Context>(dev_ctx, \
|
|
dout_q, \
|
|
dout_k, \
|
|
dout_v, \
|
|
sin, \
|
|
cos, \
|
|
position_ids, \
|
|
use_neox_rotary_style, \
|
|
time_major, \
|
|
true, \
|
|
rotary_emb_base, \
|
|
dq, \
|
|
dk, \
|
|
dv);
|
|
|
|
template <typename T, typename Context>
|
|
void FusedRopeGradKernel(const Context& dev_ctx,
|
|
const optional<DenseTensor>& sin,
|
|
const optional<DenseTensor>& cos,
|
|
const optional<DenseTensor>& position_ids,
|
|
const DenseTensor& dout_q,
|
|
const optional<DenseTensor>& dout_k,
|
|
const optional<DenseTensor>& dout_v,
|
|
bool use_neox_rotary_style,
|
|
bool time_major,
|
|
float rotary_emb_base,
|
|
DenseTensor* dq,
|
|
DenseTensor* dk,
|
|
DenseTensor* dv) {
|
|
dev_ctx.template Alloc<T>(dq);
|
|
if (dout_k) {
|
|
dev_ctx.template Alloc<T>(dk);
|
|
}
|
|
if (dout_v) {
|
|
dev_ctx.template Alloc<T>(dv);
|
|
}
|
|
if (sin && cos) {
|
|
PADDLE_ENFORCE_EQ(sin->dims(),
|
|
cos->dims(),
|
|
common::errors::InvalidArgument(
|
|
"The dims of sin and cos must be the same. But "
|
|
"received sin's dims is {%s}, cos's dims is {%s}.",
|
|
sin->dims(),
|
|
cos->dims()));
|
|
if (sin->dtype() == phi::DataType::FLOAT32) {
|
|
LAUNCH_XPU_FUSED_ROPE_GRAD(T, float);
|
|
} else {
|
|
PADDLE_ENFORCE_EQ(
|
|
CppTypeToDataType<T>::Type(),
|
|
sin->dtype(),
|
|
common::errors::InvalidArgument(
|
|
"The embedding dtype and sin/cos dtype mismatched."));
|
|
LAUNCH_XPU_FUSED_ROPE_GRAD(T, T);
|
|
}
|
|
} else {
|
|
LAUNCH_XPU_FUSED_ROPE_GRAD(T, float);
|
|
}
|
|
}
|
|
} // namespace fusion
|
|
} // namespace phi
|
|
|
|
PD_REGISTER_KERNEL(fused_rotary_position_embedding_grad,
|
|
XPU,
|
|
ALL_LAYOUT,
|
|
phi::fusion::FusedRopeGradKernel,
|
|
float,
|
|
phi::float16,
|
|
phi::bfloat16){};
|