You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
65 lines
2.0 KiB
65 lines
2.0 KiB
/**
|
|
* Copyright 2019-2020 Huawei Technologies Co., Ltd
|
|
*
|
|
* 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.
|
|
*/
|
|
|
|
/*!
|
|
* \file boosted_trees_ops.h
|
|
* \brief
|
|
*/
|
|
#ifndef OPS_BUILT_IN_OP_PROTO_INC_BOOSTED_TREES_OPS_H_
|
|
#define OPS_BUILT_IN_OP_PROTO_INC_BOOSTED_TREES_OPS_H_
|
|
|
|
#include "graph/operator_reg.h"
|
|
|
|
namespace ge {
|
|
|
|
/**
|
|
*@brief Bucketizes each feature based on bucket boundaries . \n
|
|
|
|
*@par Inputs:
|
|
*Input "float_values" is a 1D tensor. Input "bucket_boundaries" is
|
|
a list of 1D tensors. It's a dynamic input.
|
|
* @li float_values: A list of rank 1 tensors each containing float
|
|
values for a single feature.
|
|
* @li bucket_boundaries: A list of rank 1 tensors each containing
|
|
the bucket boundaries for a single feature . It's a dynamic input. \n
|
|
|
|
*@par Attributes:
|
|
*@li num_features: Number of features
|
|
|
|
*@par Outputs:
|
|
*@li y: A list of rank 1 tensors each containing the bucketized values for
|
|
a single feature . \n
|
|
|
|
*@attention Constraints:
|
|
*BoostedTreesBucketize runs on the Ascend AI CPU, which delivers poor performance. \n
|
|
|
|
*@par Third-party framework compatibility
|
|
*Compatible with the TensorFlow operator BoostedTreesBucketize . \n
|
|
|
|
*@par Restrictions:
|
|
*Warning: THIS FUNCTION IS EXPERIMENTAL. Please do not use.
|
|
*/
|
|
REG_OP(BoostedTreesBucketize)
|
|
.DYNAMIC_INPUT(float_values, TensorType({DT_FLOAT}))
|
|
.DYNAMIC_INPUT(bucket_boundaries, TensorType({DT_FLOAT}))
|
|
.DYNAMIC_OUTPUT(y, TensorType({DT_INT32}))
|
|
.REQUIRED_ATTR(num_features, Int)
|
|
.OP_END_FACTORY_REG(BoostedTreesBucketize)
|
|
|
|
} // namespace ge
|
|
|
|
#endif // OPS_BUILT_IN_OP_PROTO_INC_BOOSTED_TREES_OPS_H_
|