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paddlepaddle--paddle/paddle/phi/kernels/funcs/cumprod.h
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2026-07-13 12:40:42 +08:00

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// Copyright (c) 2022 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.
#pragma once
#include "paddle/common/ddim.h"
#include "paddle/phi/core/dense_tensor.h"
namespace phi {
static void GetCumprodDimInfo(const DDim& dim,
int cumprod_dim,
size_t* outer_dim,
size_t* mid_dim,
size_t* inner_dim) {
PADDLE_ENFORCE_GE(
cumprod_dim,
-dim.size(),
common::errors::InvalidArgument(
"The input dim of CumprodOp should be larger than the opposite "
"rank of input x which is %d.But received dim=%d",
-dim.size(),
cumprod_dim));
if (dim.size() == 0) {
PADDLE_ENFORCE_LE(
cumprod_dim,
dim.size(),
common::errors::InvalidArgument(
"The input dim of CumprodOp should be smaller than the "
"rank of input x which is %d.But received dim=%d",
dim.size(),
cumprod_dim));
return;
}
PADDLE_ENFORCE_LT(cumprod_dim,
dim.size(),
common::errors::InvalidArgument(
"The input dim of CumprodOp should be smaller than the "
"rank of input x which is %d.But received dim=%d",
dim.size(),
cumprod_dim));
if (cumprod_dim < 0) cumprod_dim += dim.size();
*outer_dim = 1;
for (int i = 0; i < cumprod_dim; ++i) {
*outer_dim *= dim[i];
}
*mid_dim = dim[cumprod_dim];
*inner_dim = 1;
for (int i = cumprod_dim + 1; i < dim.size(); ++i) {
*inner_dim *= dim[i];
}
}
} // namespace phi