* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file squeezev2_infershape.cpp
* \brief
*/
#include "runtime/infer_shape_context.h"
#include "register/op_impl_registry.h"
#include "log/log.h"
using namespace ge;
namespace ops {
namespace {
ge::graphStatus SqueezeForEmptyAxes(const gert::Shape *x_shape, gert::Shape *y_shape) {
y_shape->SetDimNum(0U);
for (size_t idx = 0U; idx < x_shape->GetDimNum(); ++idx) {
if (x_shape->GetDim(idx) != 1) {
y_shape->AppendDim(x_shape->GetDim(idx));
}
}
return ge::GRAPH_SUCCESS;
}
bool IsUnknownDim(const gert::Shape &shape) {
for (size_t i = 0U; i < shape.GetDimNum(); ++i) {
if (shape.GetDim(i) == ge::UNKNOWN_DIM) {
return true;
}
}
return false;
}
bool IsAxesRangeValid(bool *squeeze_dims, int64_t x_dim_num, const gert::TypedContinuousVector<int64_t> *axes) {
for (size_t idx = 0U; idx < axes->GetSize(); ++idx) {
auto raw_axis = axes->GetData()[idx];
auto final_axis = (raw_axis < 0) ? (raw_axis + x_dim_num) : raw_axis;
if (final_axis < 0 || final_axis >= x_dim_num) {
OP_LOGW("Squeeze(v2)", "Squeeze axis[%ld] not in range [-%ld, %ld)", raw_axis, x_dim_num, x_dim_num);
return false;
}
squeeze_dims[final_axis] = true;
}
return true;
}
ge::graphStatus SqueezeWithAxes(const gert::Shape *x_shape, const bool *squeeze_dims, gert::Shape *y_shape) {
y_shape->SetDimNum(0U);
for (size_t idx = 0U; idx < x_shape->GetDimNum(); ++idx) {
if (!squeeze_dims[idx]) {
y_shape->AppendDim(x_shape->GetDim(idx));
} else {
const auto x_shape_dim = x_shape->GetDim(idx);
if (x_shape_dim != ge::UNKNOWN_DIM && x_shape_dim != 1) {
OP_LOGE(
"Squeeze op series",
"SqueezeV2 failed, cannot squeeze dim was not 1 or -1! Axes is %zu, while x_shape[%zu]=%ld.", idx, idx,
x_shape_dim);
return ge::GRAPH_FAILED;
}
}
}
return ge::GRAPH_SUCCESS;
}
}
static ge::graphStatus InferShapeForSqueezeV2(gert::InferShapeContext* context) {
const auto x_shape = context->GetInputShape(0U);
auto y_shape = context->GetOutputShape(0U);
const gert::RuntimeAttrs* attrs = context->GetAttrs();
OP_CHECK_IF(attrs == nullptr, OP_LOGE(context, "attrs is null."), return ge::GRAPH_FAILED);
auto axes = attrs->GetListInt(0U);
OP_CHECK_IF(x_shape == nullptr, OP_LOGE(context, "x_shape is null."), return ge::GRAPH_FAILED);
OP_CHECK_IF(y_shape == nullptr, OP_LOGE(context, "y_shape is null."), return ge::GRAPH_FAILED);
OP_CHECK_IF(axes == nullptr, OP_LOGE(context, "axes is null."), return ge::GRAPH_FAILED);
auto x_dim_num = x_shape->GetDimNum();
if (x_dim_num == 1U && x_shape->GetDim(0U) == ge::UNKNOWN_DIM_NUM) {
OP_LOGD(context, "Input shape is unknown rank!");
*y_shape = *x_shape;
return ge::SUCCESS;
}
if (x_dim_num == 3U) {
*y_shape = *x_shape;
return ge::SUCCESS;
}
if (axes->GetSize() == 0U) {
if (IsUnknownDim(*x_shape)) {
OP_LOGD(context, "Input shape is unknown and axis is empty. Set output shape as unknown rank.");
y_shape->SetDimNum(1U);
y_shape->SetDim(0, ge::UNKNOWN_DIM_NUM);
return ge::GRAPH_SUCCESS;
}
OP_LOGD(context, "Input shape is known and axis is empty. Squeeze all dim 1.");
return SqueezeForEmptyAxes(x_shape, y_shape);
}
bool squeeze_dims[gert::Shape::kMaxDimNum] = {false};
if (!IsAxesRangeValid(squeeze_dims, static_cast<int64_t>(x_shape->GetDimNum()), axes)) {
OP_LOGW(context, "SqueezeV2 special logic when axis is not valid. Set output shape as input shape.");
*y_shape = *x_shape;
return ge::SUCCESS;
}
return SqueezeWithAxes(x_shape, squeeze_dims, y_shape);
}
IMPL_OP_INFERSHAPE(SqueezeV2).InferShape(InferShapeForSqueezeV2);
}