average_unpooling.cpp 3.71 KB
Newer Older
openvino-pushbot's avatar
openvino-pushbot committed
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
/*
// Copyright (c) 2018 Intel Corporation
//
// 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 "average_unpooling_inst.h"
#include "primitive_type_base.h"
#include "sliding_window_utils.h"
#include "error_handler.h"
#include "json_object.h"
22
#include <string>
openvino-pushbot's avatar
openvino-pushbot committed
23

24
namespace cldnn {
25
primitive_type_id average_unpooling::type_id() {
26 27 28
    static primitive_type_base<average_unpooling> instance;
    return &instance;
}
openvino-pushbot's avatar
openvino-pushbot committed
29

30 31 32 33 34
layout average_unpooling_inst::calc_output_layout(average_unpooling_node const& node) {
    assert(static_cast<bool>(node.get_primitive()->output_data_type) == false &&
           "Output data type forcing is not supported for "
           "average_unpooling_node!");
    auto desc = node.get_primitive();
openvino-pushbot's avatar
openvino-pushbot committed
35

36
    auto input_layout = node.input().get_output_layout();
openvino-pushbot's avatar
openvino-pushbot committed
37

38 39
    auto stride = desc->stride;
    auto window_size = desc->size;
openvino-pushbot's avatar
openvino-pushbot committed
40

41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64
    CLDNN_ERROR_LESS_OR_EQUAL_THAN(node.id(),
                                   "stride spatial X",
                                   stride.spatial[0],
                                   "",
                                   0,
                                   "Stride spatial X must be positive (>= 1)");
    CLDNN_ERROR_LESS_OR_EQUAL_THAN(node.id(),
                                   "stride spatial Y",
                                   stride.spatial[1],
                                   "",
                                   0,
                                   "Stride spatial Y must be positive (>= 1)");
    CLDNN_ERROR_LESS_OR_EQUAL_THAN(node.id(),
                                   "window size spatial X",
                                   window_size.spatial[0],
                                   "",
                                   0,
                                   "Size X (of pooling window) must be positive (>= 1)");
    CLDNN_ERROR_LESS_OR_EQUAL_THAN(node.id(),
                                   "window size spatial Y",
                                   window_size.spatial[1],
                                   "",
                                   0,
                                   "Size Y (of pooling window) must be positive (>= 1)");
openvino-pushbot's avatar
openvino-pushbot committed
65

66 67 68 69 70 71
    tensor output_size(input_layout.size.batch[0],
                       input_layout.size.feature[0],
                       desc->output_size.spatial[0],
                       desc->output_size.spatial[1]);
    return {input_layout.data_type, input_layout.format, output_size};
}
openvino-pushbot's avatar
openvino-pushbot committed
72

73 74 75 76 77 78
std::string average_unpooling_inst::to_string(average_unpooling_node const& node) {
    auto desc = node.get_primitive();
    auto node_info = node.desc_to_json();
    auto& input = node.input();
    auto& strd = desc->stride;
    auto& window_size = desc->size;
openvino-pushbot's avatar
openvino-pushbot committed
79

80
    std::stringstream primitive_description;
openvino-pushbot's avatar
openvino-pushbot committed
81

82 83 84 85
    json_composite average_unpooling_info;
    average_unpooling_info.add("input", input.id());
    average_unpooling_info.add("stride", strd.to_string());
    average_unpooling_info.add("window size", window_size.to_string());
openvino-pushbot's avatar
openvino-pushbot committed
86

87 88
    node_info->add("average_unpooling info", average_unpooling_info);
    node_info->dump(primitive_description);
openvino-pushbot's avatar
openvino-pushbot committed
89

90 91
    return primitive_description.str();
}
openvino-pushbot's avatar
openvino-pushbot committed
92

93 94
average_unpooling_inst::typed_primitive_inst(network_impl& network, average_unpooling_node const& node)
    : parent(network, node) {}
openvino-pushbot's avatar
openvino-pushbot committed
95

96
}  // namespace cldnn