Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2020 Arm Limited. |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | |
| 25 | #ifndef ARM_COMPUTE_GRAPH_EDSR_H |
| 26 | #define ARM_COMPUTE_GRAPH_EDSR_H |
| 27 | |
| 28 | #include "arm_compute/graph.h" |
| 29 | |
| 30 | #include "utils/GraphUtils.h" |
| 31 | |
| 32 | class GraphEdsr |
| 33 | { |
| 34 | public: |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 35 | GraphEdsr() : _graph(0, "EDSR") |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 36 | { |
| 37 | } |
| 38 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 39 | bool setup(const arm_compute::utils::CommonGraphParams &common_params, |
| 40 | const arm_compute::utils::SimpleOption<std::string> &expected_output_filename) |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 41 | { |
| 42 | using namespace arm_compute; |
| 43 | using namespace arm_compute::graph; |
| 44 | using namespace arm_compute::utils; |
| 45 | using namespace arm_compute::graph_utils; |
| 46 | |
| 47 | const auto &data_path = common_params.data_path; |
| 48 | const auto &target = common_params.target; |
| 49 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 50 | NodeID id_upscale_net_FakeQuantWithMinMaxVars_transposed = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 51 | TensorShape{12, 2, 2, 3}, DataType::QASYMM8, QuantizationInfo(0.00393533194437623, 1), DataLayout::NHWC}); |
| 52 | INode *node_upscale_net_FakeQuantWithMinMaxVars_transposed = |
| 53 | _graph.node(id_upscale_net_FakeQuantWithMinMaxVars_transposed); |
| 54 | node_upscale_net_FakeQuantWithMinMaxVars_transposed->set_common_node_parameters( |
| 55 | NodeParams{"upscale_net_FakeQuantWithMinMaxVars_transposed", target}); |
| 56 | node_upscale_net_FakeQuantWithMinMaxVars_transposed->output(0)->set_accessor(get_weights_accessor( |
| 57 | data_path, "/cnn_data/edsr_model/upscale_net_FakeQuantWithMinMaxVars_transposed.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 58 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 59 | NodeID id_pre_upscale_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 60 | TensorShape{12}, DataType::S32, QuantizationInfo(2.9644968435604824e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 61 | INode *node_pre_upscale_Conv2D_bias = _graph.node(id_pre_upscale_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 62 | node_pre_upscale_Conv2D_bias->set_common_node_parameters(NodeParams{"pre_upscale_Conv2D_bias", target}); |
| 63 | node_pre_upscale_Conv2D_bias->output(0)->set_accessor( |
| 64 | get_weights_accessor(data_path, "/cnn_data/edsr_model/pre_upscale_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 65 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 66 | NodeID id_pre_upscale_FakeQuantWithMinMaxVars = |
| 67 | _graph.add_node<ConstNode>(TensorDescriptor{TensorShape{256, 3, 3, 12}, DataType::QASYMM8, |
| 68 | QuantizationInfo(0.000455576169770211, 128), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 69 | INode *node_pre_upscale_FakeQuantWithMinMaxVars = _graph.node(id_pre_upscale_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 70 | node_pre_upscale_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 71 | NodeParams{"pre_upscale_FakeQuantWithMinMaxVars", target}); |
| 72 | node_pre_upscale_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 73 | data_path, "/cnn_data/edsr_model/pre_upscale_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 74 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 75 | NodeID id_post_residual_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 76 | TensorShape{256}, DataType::S32, QuantizationInfo(1.2760000345224398e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 77 | INode *node_post_residual_Conv2D_bias = _graph.node(id_post_residual_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 78 | node_post_residual_Conv2D_bias->set_common_node_parameters(NodeParams{"post_residual_Conv2D_bias", target}); |
| 79 | node_post_residual_Conv2D_bias->output(0)->set_accessor( |
| 80 | get_weights_accessor(data_path, "/cnn_data/edsr_model/post_residual_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 81 | |
| 82 | NodeID id_post_residual_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 83 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 84 | QuantizationInfo(0.00036424631252884865, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 85 | INode *node_post_residual_FakeQuantWithMinMaxVars = _graph.node(id_post_residual_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 86 | node_post_residual_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 87 | NodeParams{"post_residual_FakeQuantWithMinMaxVars", target}); |
| 88 | node_post_residual_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 89 | data_path, "/cnn_data/edsr_model/post_residual_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 90 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 91 | NodeID id_mul_15_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 92 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 93 | INode *node_mul_15_y = _graph.node(id_mul_15_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 94 | node_mul_15_y->set_common_node_parameters(NodeParams{"mul_15_y", target}); |
| 95 | node_mul_15_y->output(0)->set_accessor( |
| 96 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_15_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 97 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 98 | NodeID id_block_15_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 99 | TensorShape{256}, DataType::S32, QuantizationInfo(1.2441644230420934e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 100 | INode *node_block_15_1_Conv2D_bias = _graph.node(id_block_15_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 101 | node_block_15_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_15_1_Conv2D_bias", target}); |
| 102 | node_block_15_1_Conv2D_bias->output(0)->set_accessor( |
| 103 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_15_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 104 | |
| 105 | NodeID id_block_15_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 106 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 107 | QuantizationInfo(0.00037038681330159307, 125), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 108 | INode *node_block_15_1_FakeQuantWithMinMaxVars = _graph.node(id_block_15_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 109 | node_block_15_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 110 | NodeParams{"block_15_1_FakeQuantWithMinMaxVars", target}); |
| 111 | node_block_15_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 112 | data_path, "/cnn_data/edsr_model/block_15_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 113 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 114 | NodeID id_mul_14_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 115 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 116 | INode *node_mul_14_y = _graph.node(id_mul_14_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 117 | node_mul_14_y->set_common_node_parameters(NodeParams{"mul_14_y", target}); |
| 118 | node_mul_14_y->output(0)->set_accessor( |
| 119 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_14_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 120 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 121 | NodeID id_block_14_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 122 | TensorShape{256}, DataType::S32, QuantizationInfo(1.3417260333881131e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 123 | INode *node_block_14_1_Conv2D_bias = _graph.node(id_block_14_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 124 | node_block_14_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_14_1_Conv2D_bias", target}); |
| 125 | node_block_14_1_Conv2D_bias->output(0)->set_accessor( |
| 126 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_14_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 127 | |
| 128 | NodeID id_block_14_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 129 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 130 | QuantizationInfo(0.00040307495510205626, 127), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 131 | INode *node_block_14_1_FakeQuantWithMinMaxVars = _graph.node(id_block_14_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 132 | node_block_14_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 133 | NodeParams{"block_14_1_FakeQuantWithMinMaxVars", target}); |
| 134 | node_block_14_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 135 | data_path, "/cnn_data/edsr_model/block_14_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 136 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 137 | NodeID id_mul_13_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 138 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 139 | INode *node_mul_13_y = _graph.node(id_mul_13_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 140 | node_mul_13_y->set_common_node_parameters(NodeParams{"mul_13_y", target}); |
| 141 | node_mul_13_y->output(0)->set_accessor( |
| 142 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_13_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 143 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 144 | NodeID id_block_13_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 145 | TensorShape{256}, DataType::S32, QuantizationInfo(1.2636977544389083e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 146 | INode *node_block_13_1_Conv2D_bias = _graph.node(id_block_13_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 147 | node_block_13_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_13_1_Conv2D_bias", target}); |
| 148 | node_block_13_1_Conv2D_bias->output(0)->set_accessor( |
| 149 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_13_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 150 | |
| 151 | NodeID id_block_13_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 152 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 153 | QuantizationInfo(0.0003858553245663643, 131), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 154 | INode *node_block_13_1_FakeQuantWithMinMaxVars = _graph.node(id_block_13_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 155 | node_block_13_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 156 | NodeParams{"block_13_1_FakeQuantWithMinMaxVars", target}); |
| 157 | node_block_13_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 158 | data_path, "/cnn_data/edsr_model/block_13_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 159 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 160 | NodeID id_mul_12_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 161 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 162 | INode *node_mul_12_y = _graph.node(id_mul_12_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 163 | node_mul_12_y->set_common_node_parameters(NodeParams{"mul_12_y", target}); |
| 164 | node_mul_12_y->output(0)->set_accessor( |
| 165 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_12_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 166 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 167 | NodeID id_block_12_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 168 | TensorShape{256}, DataType::S32, QuantizationInfo(1.3479783547154511e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 169 | INode *node_block_12_1_Conv2D_bias = _graph.node(id_block_12_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 170 | node_block_12_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_12_1_Conv2D_bias", target}); |
| 171 | node_block_12_1_Conv2D_bias->output(0)->set_accessor( |
| 172 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_12_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 173 | |
| 174 | NodeID id_block_12_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 175 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 176 | QuantizationInfo(0.00041212860378436744, 130), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 177 | INode *node_block_12_1_FakeQuantWithMinMaxVars = _graph.node(id_block_12_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 178 | node_block_12_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 179 | NodeParams{"block_12_1_FakeQuantWithMinMaxVars", target}); |
| 180 | node_block_12_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 181 | data_path, "/cnn_data/edsr_model/block_12_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 182 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 183 | NodeID id_mul_11_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 184 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 185 | INode *node_mul_11_y = _graph.node(id_mul_11_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 186 | node_mul_11_y->set_common_node_parameters(NodeParams{"mul_11_y", target}); |
| 187 | node_mul_11_y->output(0)->set_accessor( |
| 188 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_11_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 189 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 190 | NodeID id_block_11_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 191 | TensorShape{256}, DataType::S32, QuantizationInfo(1.2847248171965475e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 192 | INode *node_block_11_1_Conv2D_bias = _graph.node(id_block_11_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 193 | node_block_11_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_11_1_Conv2D_bias", target}); |
| 194 | node_block_11_1_Conv2D_bias->output(0)->set_accessor( |
| 195 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_11_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 196 | |
| 197 | NodeID id_block_11_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 198 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 199 | QuantizationInfo(0.00040296532097272575, 131), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 200 | INode *node_block_11_1_FakeQuantWithMinMaxVars = _graph.node(id_block_11_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 201 | node_block_11_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 202 | NodeParams{"block_11_1_FakeQuantWithMinMaxVars", target}); |
| 203 | node_block_11_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 204 | data_path, "/cnn_data/edsr_model/block_11_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 205 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 206 | NodeID id_mul_10_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 207 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 208 | INode *node_mul_10_y = _graph.node(id_mul_10_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 209 | node_mul_10_y->set_common_node_parameters(NodeParams{"mul_10_y", target}); |
| 210 | node_mul_10_y->output(0)->set_accessor( |
| 211 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_10_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 212 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 213 | NodeID id_block_10_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 214 | TensorShape{256}, DataType::S32, QuantizationInfo(1.1997129831797793e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 215 | INode *node_block_10_1_Conv2D_bias = _graph.node(id_block_10_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 216 | node_block_10_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_10_1_Conv2D_bias", target}); |
| 217 | node_block_10_1_Conv2D_bias->output(0)->set_accessor( |
| 218 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_10_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 219 | |
| 220 | NodeID id_block_10_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 221 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 222 | QuantizationInfo(0.00036640543839894235, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 223 | INode *node_block_10_1_FakeQuantWithMinMaxVars = _graph.node(id_block_10_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 224 | node_block_10_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 225 | NodeParams{"block_10_1_FakeQuantWithMinMaxVars", target}); |
| 226 | node_block_10_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 227 | data_path, "/cnn_data/edsr_model/block_10_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 228 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 229 | NodeID id_mul_9_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 230 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 231 | INode *node_mul_9_y = _graph.node(id_mul_9_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 232 | node_mul_9_y->set_common_node_parameters(NodeParams{"mul_9_y", target}); |
| 233 | node_mul_9_y->output(0)->set_accessor( |
| 234 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_9_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 235 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 236 | NodeID id_block_9_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 237 | TensorShape{256}, DataType::S32, QuantizationInfo(1.1920226370421005e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 238 | INode *node_block_9_1_Conv2D_bias = _graph.node(id_block_9_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 239 | node_block_9_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_9_1_Conv2D_bias", target}); |
| 240 | node_block_9_1_Conv2D_bias->output(0)->set_accessor( |
| 241 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_9_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 242 | |
| 243 | NodeID id_block_9_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 244 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 245 | QuantizationInfo(0.0003706997958943248, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 246 | INode *node_block_9_1_FakeQuantWithMinMaxVars = _graph.node(id_block_9_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 247 | node_block_9_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 248 | NodeParams{"block_9_1_FakeQuantWithMinMaxVars", target}); |
| 249 | node_block_9_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 250 | data_path, "/cnn_data/edsr_model/block_9_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 251 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 252 | NodeID id_mul_8_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 253 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 254 | INode *node_mul_8_y = _graph.node(id_mul_8_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 255 | node_mul_8_y->set_common_node_parameters(NodeParams{"mul_8_y", target}); |
| 256 | node_mul_8_y->output(0)->set_accessor( |
| 257 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_8_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 258 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 259 | NodeID id_block_8_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 260 | TensorShape{256}, DataType::S32, QuantizationInfo(1.218903321387188e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 261 | INode *node_block_8_1_Conv2D_bias = _graph.node(id_block_8_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 262 | node_block_8_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_8_1_Conv2D_bias", target}); |
| 263 | node_block_8_1_Conv2D_bias->output(0)->set_accessor( |
| 264 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_8_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 265 | |
| 266 | NodeID id_block_8_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 267 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 268 | QuantizationInfo(0.00038377835880964994, 127), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 269 | INode *node_block_8_1_FakeQuantWithMinMaxVars = _graph.node(id_block_8_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 270 | node_block_8_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 271 | NodeParams{"block_8_1_FakeQuantWithMinMaxVars", target}); |
| 272 | node_block_8_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 273 | data_path, "/cnn_data/edsr_model/block_8_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 274 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 275 | NodeID id_mul_7_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 276 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 277 | INode *node_mul_7_y = _graph.node(id_mul_7_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 278 | node_mul_7_y->set_common_node_parameters(NodeParams{"mul_7_y", target}); |
| 279 | node_mul_7_y->output(0)->set_accessor( |
| 280 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_7_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 281 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 282 | NodeID id_block_7_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 283 | TensorShape{256}, DataType::S32, QuantizationInfo(1.257252392861119e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 284 | INode *node_block_7_1_Conv2D_bias = _graph.node(id_block_7_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 285 | node_block_7_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_7_1_Conv2D_bias", target}); |
| 286 | node_block_7_1_Conv2D_bias->output(0)->set_accessor( |
| 287 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_7_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 288 | |
| 289 | NodeID id_block_7_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 290 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 291 | QuantizationInfo(0.00039844686398282647, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 292 | INode *node_block_7_1_FakeQuantWithMinMaxVars = _graph.node(id_block_7_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 293 | node_block_7_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 294 | NodeParams{"block_7_1_FakeQuantWithMinMaxVars", target}); |
| 295 | node_block_7_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 296 | data_path, "/cnn_data/edsr_model/block_7_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 297 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 298 | NodeID id_mul_6_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 299 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 300 | INode *node_mul_6_y = _graph.node(id_mul_6_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 301 | node_mul_6_y->set_common_node_parameters(NodeParams{"mul_6_y", target}); |
| 302 | node_mul_6_y->output(0)->set_accessor( |
| 303 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_6_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 304 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 305 | NodeID id_block_6_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 306 | TensorShape{256}, DataType::S32, QuantizationInfo(1.244850636794581e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 307 | INode *node_block_6_1_Conv2D_bias = _graph.node(id_block_6_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 308 | node_block_6_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_6_1_Conv2D_bias", target}); |
| 309 | node_block_6_1_Conv2D_bias->output(0)->set_accessor( |
| 310 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_6_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 311 | |
| 312 | NodeID id_block_6_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 313 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 314 | QuantizationInfo(0.00040187727427110076, 132), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 315 | INode *node_block_6_1_FakeQuantWithMinMaxVars = _graph.node(id_block_6_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 316 | node_block_6_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 317 | NodeParams{"block_6_1_FakeQuantWithMinMaxVars", target}); |
| 318 | node_block_6_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 319 | data_path, "/cnn_data/edsr_model/block_6_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 320 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 321 | NodeID id_mul_5_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 322 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 323 | INode *node_mul_5_y = _graph.node(id_mul_5_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 324 | node_mul_5_y->set_common_node_parameters(NodeParams{"mul_5_y", target}); |
| 325 | node_mul_5_y->output(0)->set_accessor( |
| 326 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_5_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 327 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 328 | NodeID id_block_5_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 329 | TensorShape{256}, DataType::S32, QuantizationInfo(1.241092718373693e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 330 | INode *node_block_5_1_Conv2D_bias = _graph.node(id_block_5_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 331 | node_block_5_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_5_1_Conv2D_bias", target}); |
| 332 | node_block_5_1_Conv2D_bias->output(0)->set_accessor( |
| 333 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_5_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 334 | |
| 335 | NodeID id_block_5_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 336 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 337 | QuantizationInfo(0.0003938926674891263, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 338 | INode *node_block_5_1_FakeQuantWithMinMaxVars = _graph.node(id_block_5_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 339 | node_block_5_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 340 | NodeParams{"block_5_1_FakeQuantWithMinMaxVars", target}); |
| 341 | node_block_5_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 342 | data_path, "/cnn_data/edsr_model/block_5_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 343 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 344 | NodeID id_mul_4_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 345 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 346 | INode *node_mul_4_y = _graph.node(id_mul_4_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 347 | node_mul_4_y->set_common_node_parameters(NodeParams{"mul_4_y", target}); |
| 348 | node_mul_4_y->output(0)->set_accessor( |
| 349 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_4_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 350 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 351 | NodeID id_block_4_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 352 | TensorShape{256}, DataType::S32, QuantizationInfo(1.1748390988941537e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 353 | INode *node_block_4_1_Conv2D_bias = _graph.node(id_block_4_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 354 | node_block_4_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_4_1_Conv2D_bias", target}); |
| 355 | node_block_4_1_Conv2D_bias->output(0)->set_accessor( |
| 356 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_4_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 357 | |
| 358 | NodeID id_block_4_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 359 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 360 | QuantizationInfo(0.0003788181929849088, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 361 | INode *node_block_4_1_FakeQuantWithMinMaxVars = _graph.node(id_block_4_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 362 | node_block_4_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 363 | NodeParams{"block_4_1_FakeQuantWithMinMaxVars", target}); |
| 364 | node_block_4_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 365 | data_path, "/cnn_data/edsr_model/block_4_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 366 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 367 | NodeID id_mul_3_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 368 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 369 | INode *node_mul_3_y = _graph.node(id_mul_3_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 370 | node_mul_3_y->set_common_node_parameters(NodeParams{"mul_3_y", target}); |
| 371 | node_mul_3_y->output(0)->set_accessor( |
| 372 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_3_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 373 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 374 | NodeID id_block_3_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 375 | TensorShape{256}, DataType::S32, QuantizationInfo(1.1937011095142225e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 376 | INode *node_block_3_1_Conv2D_bias = _graph.node(id_block_3_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 377 | node_block_3_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_3_1_Conv2D_bias", target}); |
| 378 | node_block_3_1_Conv2D_bias->output(0)->set_accessor( |
| 379 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_3_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 380 | |
| 381 | NodeID id_block_3_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 382 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 383 | QuantizationInfo(0.0003944312920793891, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 384 | INode *node_block_3_1_FakeQuantWithMinMaxVars = _graph.node(id_block_3_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 385 | node_block_3_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 386 | NodeParams{"block_3_1_FakeQuantWithMinMaxVars", target}); |
| 387 | node_block_3_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 388 | data_path, "/cnn_data/edsr_model/block_3_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 389 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 390 | NodeID id_mul_2_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 391 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 392 | INode *node_mul_2_y = _graph.node(id_mul_2_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 393 | node_mul_2_y->set_common_node_parameters(NodeParams{"mul_2_y", target}); |
| 394 | node_mul_2_y->output(0)->set_accessor( |
| 395 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_2_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 396 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 397 | NodeID id_block_2_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 398 | TensorShape{256}, DataType::S32, QuantizationInfo(1.1634580232566805e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 399 | INode *node_block_2_1_Conv2D_bias = _graph.node(id_block_2_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 400 | node_block_2_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_2_1_Conv2D_bias", target}); |
| 401 | node_block_2_1_Conv2D_bias->output(0)->set_accessor( |
| 402 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_2_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 403 | |
| 404 | NodeID id_block_2_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 405 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 406 | QuantizationInfo(0.0003789655165746808, 132), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 407 | INode *node_block_2_1_FakeQuantWithMinMaxVars = _graph.node(id_block_2_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 408 | node_block_2_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 409 | NodeParams{"block_2_1_FakeQuantWithMinMaxVars", target}); |
| 410 | node_block_2_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 411 | data_path, "/cnn_data/edsr_model/block_2_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 412 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 413 | NodeID id_mul_1_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 414 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 415 | INode *node_mul_1_y = _graph.node(id_mul_1_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 416 | node_mul_1_y->set_common_node_parameters(NodeParams{"mul_1_y", target}); |
| 417 | node_mul_1_y->output(0)->set_accessor( |
| 418 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_1_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 419 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 420 | NodeID id_block_1_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 421 | TensorShape{256}, DataType::S32, QuantizationInfo(1.197920255435747e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 422 | INode *node_block_1_1_Conv2D_bias = _graph.node(id_block_1_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 423 | node_block_1_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_1_1_Conv2D_bias", target}); |
| 424 | node_block_1_1_Conv2D_bias->output(0)->set_accessor( |
| 425 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_1_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 426 | |
| 427 | NodeID id_block_1_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 428 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 429 | QuantizationInfo(0.00038527738070115447, 132), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 430 | INode *node_block_1_1_FakeQuantWithMinMaxVars = _graph.node(id_block_1_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 431 | node_block_1_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 432 | NodeParams{"block_1_1_FakeQuantWithMinMaxVars", target}); |
| 433 | node_block_1_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 434 | data_path, "/cnn_data/edsr_model/block_1_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 435 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 436 | NodeID id_mul_y = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 437 | TensorShape{1}, DataType::QASYMM8, QuantizationInfo(0.0003921568568330258), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 438 | INode *node_mul_y = _graph.node(id_mul_y); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 439 | node_mul_y->set_common_node_parameters(NodeParams{"mul_y", target}); |
| 440 | node_mul_y->output(0)->set_accessor( |
| 441 | get_weights_accessor(data_path, "/cnn_data/edsr_model/mul_y.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 442 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 443 | NodeID id_block_0_1_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 444 | TensorShape{256}, DataType::S32, QuantizationInfo(1.315485519626236e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 445 | INode *node_block_0_1_Conv2D_bias = _graph.node(id_block_0_1_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 446 | node_block_0_1_Conv2D_bias->set_common_node_parameters(NodeParams{"block_0_1_Conv2D_bias", target}); |
| 447 | node_block_0_1_Conv2D_bias->output(0)->set_accessor( |
| 448 | get_weights_accessor(data_path, "/cnn_data/edsr_model/block_0_1_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 449 | |
| 450 | NodeID id_block_0_1_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 451 | TensorDescriptor{TensorShape{256, 3, 3, 256}, DataType::QASYMM8, |
| 452 | QuantizationInfo(0.00039420535904355347, 129), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 453 | INode *node_block_0_1_FakeQuantWithMinMaxVars = _graph.node(id_block_0_1_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 454 | node_block_0_1_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 455 | NodeParams{"block_0_1_FakeQuantWithMinMaxVars", target}); |
| 456 | node_block_0_1_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 457 | data_path, "/cnn_data/edsr_model/block_0_1_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 458 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 459 | NodeID id_pre_residual_Conv2D_bias = _graph.add_node<ConstNode>(TensorDescriptor{ |
| 460 | TensorShape{256}, DataType::S32, QuantizationInfo(1.7214160834555514e-06), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 461 | INode *node_pre_residual_Conv2D_bias = _graph.node(id_pre_residual_Conv2D_bias); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 462 | node_pre_residual_Conv2D_bias->set_common_node_parameters(NodeParams{"pre_residual_Conv2D_bias", target}); |
| 463 | node_pre_residual_Conv2D_bias->output(0)->set_accessor( |
| 464 | get_weights_accessor(data_path, "/cnn_data/edsr_model/pre_residual_Conv2D_bias.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 465 | |
| 466 | NodeID id_pre_residual_FakeQuantWithMinMaxVars = _graph.add_node<ConstNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 467 | TensorDescriptor{TensorShape{3, 3, 3, 256}, DataType::QASYMM8, QuantizationInfo(0.0004389610840007663, 127), |
| 468 | DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 469 | INode *node_pre_residual_FakeQuantWithMinMaxVars = _graph.node(id_pre_residual_FakeQuantWithMinMaxVars); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 470 | node_pre_residual_FakeQuantWithMinMaxVars->set_common_node_parameters( |
| 471 | NodeParams{"pre_residual_FakeQuantWithMinMaxVars", target}); |
| 472 | node_pre_residual_FakeQuantWithMinMaxVars->output(0)->set_accessor(get_weights_accessor( |
| 473 | data_path, "/cnn_data/edsr_model/pre_residual_FakeQuantWithMinMaxVars.npy", DataLayout::NHWC)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 474 | |
| 475 | TensorShape input_shape{}; |
| 476 | input_shape.set(0, 3, false).set(1, 360, false).set(2, 640, false).set(3, 1, false); |
| 477 | |
| 478 | NodeID id_input = _graph.add_node<InputNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 479 | TensorDescriptor{input_shape, DataType::QASYMM8, QuantizationInfo(0.003921568859368563), DataLayout::NHWC}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 480 | INode *node_input = _graph.node(id_input); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 481 | node_input->set_common_node_parameters(NodeParams{"input", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 482 | node_input->output(0)->set_accessor(get_input_accessor(common_params)); |
| 483 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 484 | NodeID id_pre_residual_BiasAdd = |
| 485 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 486 | arm_compute::graph::ConvolutionMethod::Default, |
| 487 | FastMathHint::Disabled, QuantizationInfo(0.0033370566088706255, 96)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 488 | INode *node_pre_residual_BiasAdd = _graph.node(id_pre_residual_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 489 | node_pre_residual_BiasAdd->set_common_node_parameters(NodeParams{"pre_residual_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 490 | _graph.add_connection(id_input, 0, id_pre_residual_BiasAdd, 0); |
| 491 | _graph.add_connection(id_pre_residual_FakeQuantWithMinMaxVars, 0, id_pre_residual_BiasAdd, 1); |
| 492 | _graph.add_connection(id_pre_residual_Conv2D_bias, 0, id_pre_residual_BiasAdd, 2); |
| 493 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 494 | NodeID id_block_0_1_BiasAdd = |
| 495 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 496 | arm_compute::graph::ConvolutionMethod::Default, |
| 497 | FastMathHint::Disabled, QuantizationInfo(0.007344874087721109, 185)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 498 | INode *node_block_0_1_BiasAdd = _graph.node(id_block_0_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 499 | node_block_0_1_BiasAdd->set_common_node_parameters(NodeParams{"block_0_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 500 | _graph.add_connection(id_pre_residual_BiasAdd, 0, id_block_0_1_BiasAdd, 0); |
| 501 | _graph.add_connection(id_block_0_1_FakeQuantWithMinMaxVars, 0, id_block_0_1_BiasAdd, 1); |
| 502 | _graph.add_connection(id_block_0_1_Conv2D_bias, 0, id_block_0_1_BiasAdd, 2); |
| 503 | |
| 504 | NodeID id_mul = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 505 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0006341293919831514, 174}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 506 | INode *node_mul = _graph.node(id_mul); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 507 | node_mul->set_common_node_parameters(NodeParams{"mul", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 508 | _graph.add_connection(id_block_0_1_BiasAdd, 0, id_mul, 0); |
| 509 | _graph.add_connection(id_mul_y, 0, id_mul, 1); |
| 510 | |
| 511 | NodeID id_add = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 512 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0031092411372810602, 95}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 513 | INode *node_add = _graph.node(id_add); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 514 | node_add->set_common_node_parameters(NodeParams{"add", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 515 | _graph.add_connection(id_pre_residual_BiasAdd, 0, id_add, 0); |
| 516 | _graph.add_connection(id_mul, 0, id_add, 1); |
| 517 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 518 | NodeID id_block_1_1_BiasAdd = |
| 519 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 520 | arm_compute::graph::ConvolutionMethod::Default, |
| 521 | FastMathHint::Disabled, QuantizationInfo(0.005333727691322565, 117)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 522 | INode *node_block_1_1_BiasAdd = _graph.node(id_block_1_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 523 | node_block_1_1_BiasAdd->set_common_node_parameters(NodeParams{"block_1_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 524 | _graph.add_connection(id_add, 0, id_block_1_1_BiasAdd, 0); |
| 525 | _graph.add_connection(id_block_1_1_FakeQuantWithMinMaxVars, 0, id_block_1_1_BiasAdd, 1); |
| 526 | _graph.add_connection(id_block_1_1_Conv2D_bias, 0, id_block_1_1_BiasAdd, 2); |
| 527 | |
| 528 | NodeID id_mul_1 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 529 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004965941770933568, 122}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 530 | INode *node_mul_1 = _graph.node(id_mul_1); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 531 | node_mul_1->set_common_node_parameters(NodeParams{"mul_1", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 532 | _graph.add_connection(id_block_1_1_BiasAdd, 0, id_mul_1, 0); |
| 533 | _graph.add_connection(id_mul_1_y, 0, id_mul_1, 1); |
| 534 | |
| 535 | NodeID id_add_1 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 536 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0030700892675668, 96}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 537 | INode *node_add_1 = _graph.node(id_add_1); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 538 | node_add_1->set_common_node_parameters(NodeParams{"add_1", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 539 | _graph.add_connection(id_add, 0, id_add_1, 0); |
| 540 | _graph.add_connection(id_mul_1, 0, id_add_1, 1); |
| 541 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 542 | NodeID id_block_2_1_BiasAdd = |
| 543 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 544 | arm_compute::graph::ConvolutionMethod::Default, |
| 545 | FastMathHint::Disabled, QuantizationInfo(0.004199742339551449, 132)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 546 | INode *node_block_2_1_BiasAdd = _graph.node(id_block_2_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 547 | node_block_2_1_BiasAdd->set_common_node_parameters(NodeParams{"block_2_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 548 | _graph.add_connection(id_add_1, 0, id_block_2_1_BiasAdd, 0); |
| 549 | _graph.add_connection(id_block_2_1_FakeQuantWithMinMaxVars, 0, id_block_2_1_BiasAdd, 1); |
| 550 | _graph.add_connection(id_block_2_1_Conv2D_bias, 0, id_block_2_1_BiasAdd, 2); |
| 551 | |
| 552 | NodeID id_mul_2 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 553 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004133903712499887, 130}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 554 | INode *node_mul_2 = _graph.node(id_mul_2); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 555 | node_mul_2->set_common_node_parameters(NodeParams{"mul_2", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 556 | _graph.add_connection(id_block_2_1_BiasAdd, 0, id_mul_2, 0); |
| 557 | _graph.add_connection(id_mul_2_y, 0, id_mul_2, 1); |
| 558 | |
| 559 | NodeID id_add_2 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 560 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.003026385325938463, 94}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 561 | INode *node_add_2 = _graph.node(id_add_2); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 562 | node_add_2->set_common_node_parameters(NodeParams{"add_2", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 563 | _graph.add_connection(id_add_1, 0, id_add_2, 0); |
| 564 | _graph.add_connection(id_mul_2, 0, id_add_2, 1); |
| 565 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 566 | NodeID id_block_3_1_BiasAdd = |
| 567 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 568 | arm_compute::graph::ConvolutionMethod::Default, |
| 569 | FastMathHint::Disabled, QuantizationInfo(0.003977528307586908, 142)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 570 | INode *node_block_3_1_BiasAdd = _graph.node(id_block_3_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 571 | node_block_3_1_BiasAdd->set_common_node_parameters(NodeParams{"block_3_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 572 | _graph.add_connection(id_add_2, 0, id_block_3_1_BiasAdd, 0); |
| 573 | _graph.add_connection(id_block_3_1_FakeQuantWithMinMaxVars, 0, id_block_3_1_BiasAdd, 1); |
| 574 | _graph.add_connection(id_block_3_1_Conv2D_bias, 0, id_block_3_1_BiasAdd, 2); |
| 575 | |
| 576 | NodeID id_mul_3 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 577 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0003943995980080217, 141}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 578 | INode *node_mul_3 = _graph.node(id_mul_3); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 579 | node_mul_3->set_common_node_parameters(NodeParams{"mul_3", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 580 | _graph.add_connection(id_block_3_1_BiasAdd, 0, id_mul_3, 0); |
| 581 | _graph.add_connection(id_mul_3_y, 0, id_mul_3, 1); |
| 582 | |
| 583 | NodeID id_add_3 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 584 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.003101327223703265, 98}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 585 | INode *node_add_3 = _graph.node(id_add_3); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 586 | node_add_3->set_common_node_parameters(NodeParams{"add_3", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 587 | _graph.add_connection(id_add_2, 0, id_add_3, 0); |
| 588 | _graph.add_connection(id_mul_3, 0, id_add_3, 1); |
| 589 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 590 | NodeID id_block_4_1_BiasAdd = |
| 591 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 592 | arm_compute::graph::ConvolutionMethod::Default, |
| 593 | FastMathHint::Disabled, QuantizationInfo(0.0045388080179691315, 146)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 594 | INode *node_block_4_1_BiasAdd = _graph.node(id_block_4_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 595 | node_block_4_1_BiasAdd->set_common_node_parameters(NodeParams{"block_4_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 596 | _graph.add_connection(id_add_3, 0, id_block_4_1_BiasAdd, 0); |
| 597 | _graph.add_connection(id_block_4_1_FakeQuantWithMinMaxVars, 0, id_block_4_1_BiasAdd, 1); |
| 598 | _graph.add_connection(id_block_4_1_Conv2D_bias, 0, id_block_4_1_BiasAdd, 2); |
| 599 | |
| 600 | NodeID id_mul_4 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 601 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00044342130422592163, 143}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 602 | INode *node_mul_4 = _graph.node(id_mul_4); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 603 | node_mul_4->set_common_node_parameters(NodeParams{"mul_4", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 604 | _graph.add_connection(id_block_4_1_BiasAdd, 0, id_mul_4, 0); |
| 605 | _graph.add_connection(id_mul_4_y, 0, id_mul_4, 1); |
| 606 | |
| 607 | NodeID id_add_4 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 608 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.003150839824229479, 98}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 609 | INode *node_add_4 = _graph.node(id_add_4); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 610 | node_add_4->set_common_node_parameters(NodeParams{"add_4", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 611 | _graph.add_connection(id_add_3, 0, id_add_4, 0); |
| 612 | _graph.add_connection(id_mul_4, 0, id_add_4, 1); |
| 613 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 614 | NodeID id_block_5_1_BiasAdd = |
| 615 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 616 | arm_compute::graph::ConvolutionMethod::Default, |
| 617 | FastMathHint::Disabled, QuantizationInfo(0.00402890844270587, 132)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 618 | INode *node_block_5_1_BiasAdd = _graph.node(id_block_5_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 619 | node_block_5_1_BiasAdd->set_common_node_parameters(NodeParams{"block_5_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 620 | _graph.add_connection(id_add_4, 0, id_block_5_1_BiasAdd, 0); |
| 621 | _graph.add_connection(id_block_5_1_FakeQuantWithMinMaxVars, 0, id_block_5_1_BiasAdd, 1); |
| 622 | _graph.add_connection(id_block_5_1_Conv2D_bias, 0, id_block_5_1_BiasAdd, 2); |
| 623 | |
| 624 | NodeID id_mul_5 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 625 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004023382789455354, 132}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 626 | INode *node_mul_5 = _graph.node(id_mul_5); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 627 | node_mul_5->set_common_node_parameters(NodeParams{"mul_5", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 628 | _graph.add_connection(id_block_5_1_BiasAdd, 0, id_mul_5, 0); |
| 629 | _graph.add_connection(id_mul_5_y, 0, id_mul_5, 1); |
| 630 | |
| 631 | NodeID id_add_5 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 632 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0030975888948887587, 94}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 633 | INode *node_add_5 = _graph.node(id_add_5); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 634 | node_add_5->set_common_node_parameters(NodeParams{"add_5", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 635 | _graph.add_connection(id_add_4, 0, id_add_5, 0); |
| 636 | _graph.add_connection(id_mul_5, 0, id_add_5, 1); |
| 637 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 638 | NodeID id_block_6_1_BiasAdd = |
| 639 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 640 | arm_compute::graph::ConvolutionMethod::Default, |
| 641 | FastMathHint::Disabled, QuantizationInfo(0.00421866774559021, 125)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 642 | INode *node_block_6_1_BiasAdd = _graph.node(id_block_6_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 643 | node_block_6_1_BiasAdd->set_common_node_parameters(NodeParams{"block_6_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 644 | _graph.add_connection(id_add_5, 0, id_block_6_1_BiasAdd, 0); |
| 645 | _graph.add_connection(id_block_6_1_FakeQuantWithMinMaxVars, 0, id_block_6_1_BiasAdd, 1); |
| 646 | _graph.add_connection(id_block_6_1_Conv2D_bias, 0, id_block_6_1_BiasAdd, 2); |
| 647 | |
| 648 | NodeID id_mul_6 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 649 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00041950203012675047, 125}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 650 | INode *node_mul_6 = _graph.node(id_mul_6); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 651 | node_mul_6->set_common_node_parameters(NodeParams{"mul_6", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 652 | _graph.add_connection(id_block_6_1_BiasAdd, 0, id_mul_6, 0); |
| 653 | _graph.add_connection(id_mul_6_y, 0, id_mul_6, 1); |
| 654 | |
| 655 | NodeID id_add_6 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 656 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.003155382815748453, 92}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 657 | INode *node_add_6 = _graph.node(id_add_6); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 658 | node_add_6->set_common_node_parameters(NodeParams{"add_6", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 659 | _graph.add_connection(id_add_5, 0, id_add_6, 0); |
| 660 | _graph.add_connection(id_mul_6, 0, id_add_6, 1); |
| 661 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 662 | NodeID id_block_7_1_BiasAdd = |
| 663 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 664 | arm_compute::graph::ConvolutionMethod::Default, |
| 665 | FastMathHint::Disabled, QuantizationInfo(0.004250136204063892, 143)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 666 | INode *node_block_7_1_BiasAdd = _graph.node(id_block_7_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 667 | node_block_7_1_BiasAdd->set_common_node_parameters(NodeParams{"block_7_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 668 | _graph.add_connection(id_add_6, 0, id_block_7_1_BiasAdd, 0); |
| 669 | _graph.add_connection(id_block_7_1_FakeQuantWithMinMaxVars, 0, id_block_7_1_BiasAdd, 1); |
| 670 | _graph.add_connection(id_block_7_1_Conv2D_bias, 0, id_block_7_1_BiasAdd, 2); |
| 671 | |
| 672 | NodeID id_mul_7 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 673 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00042401350219734013, 142}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 674 | INode *node_mul_7 = _graph.node(id_mul_7); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 675 | node_mul_7->set_common_node_parameters(NodeParams{"mul_7", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 676 | _graph.add_connection(id_block_7_1_BiasAdd, 0, id_mul_7, 0); |
| 677 | _graph.add_connection(id_mul_7_y, 0, id_mul_7, 1); |
| 678 | |
| 679 | NodeID id_add_7 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 680 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0031760605052113533, 86}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 681 | INode *node_add_7 = _graph.node(id_add_7); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 682 | node_add_7->set_common_node_parameters(NodeParams{"add_7", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 683 | _graph.add_connection(id_add_6, 0, id_add_7, 0); |
| 684 | _graph.add_connection(id_mul_7, 0, id_add_7, 1); |
| 685 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 686 | NodeID id_block_8_1_BiasAdd = |
| 687 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 688 | arm_compute::graph::ConvolutionMethod::Default, |
| 689 | FastMathHint::Disabled, QuantizationInfo(0.004277155734598637, 123)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 690 | INode *node_block_8_1_BiasAdd = _graph.node(id_block_8_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 691 | node_block_8_1_BiasAdd->set_common_node_parameters(NodeParams{"block_8_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 692 | _graph.add_connection(id_add_7, 0, id_block_8_1_BiasAdd, 0); |
| 693 | _graph.add_connection(id_block_8_1_FakeQuantWithMinMaxVars, 0, id_block_8_1_BiasAdd, 1); |
| 694 | _graph.add_connection(id_block_8_1_Conv2D_bias, 0, id_block_8_1_BiasAdd, 2); |
| 695 | |
| 696 | NodeID id_mul_8 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 697 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00042673019925132394, 123}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 698 | INode *node_mul_8 = _graph.node(id_mul_8); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 699 | node_mul_8->set_common_node_parameters(NodeParams{"mul_8", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 700 | _graph.add_connection(id_block_8_1_BiasAdd, 0, id_mul_8, 0); |
| 701 | _graph.add_connection(id_mul_8_y, 0, id_mul_8, 1); |
| 702 | |
| 703 | NodeID id_add_8 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 704 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0032156009692698717, 86}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 705 | INode *node_add_8 = _graph.node(id_add_8); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 706 | node_add_8->set_common_node_parameters(NodeParams{"add_8", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 707 | _graph.add_connection(id_add_7, 0, id_add_8, 0); |
| 708 | _graph.add_connection(id_mul_8, 0, id_add_8, 1); |
| 709 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 710 | NodeID id_block_9_1_BiasAdd = |
| 711 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 712 | arm_compute::graph::ConvolutionMethod::Default, |
| 713 | FastMathHint::Disabled, QuantizationInfo(0.00445037754252553, 129)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 714 | INode *node_block_9_1_BiasAdd = _graph.node(id_block_9_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 715 | node_block_9_1_BiasAdd->set_common_node_parameters(NodeParams{"block_9_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 716 | _graph.add_connection(id_add_8, 0, id_block_9_1_BiasAdd, 0); |
| 717 | _graph.add_connection(id_block_9_1_FakeQuantWithMinMaxVars, 0, id_block_9_1_BiasAdd, 1); |
| 718 | _graph.add_connection(id_block_9_1_Conv2D_bias, 0, id_block_9_1_BiasAdd, 2); |
| 719 | |
| 720 | NodeID id_mul_9 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 721 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004448975087143481, 129}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 722 | INode *node_mul_9 = _graph.node(id_mul_9); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 723 | node_mul_9->set_common_node_parameters(NodeParams{"mul_9", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 724 | _graph.add_connection(id_block_9_1_BiasAdd, 0, id_mul_9, 0); |
| 725 | _graph.add_connection(id_mul_9_y, 0, id_mul_9, 1); |
| 726 | |
| 727 | NodeID id_add_9 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 728 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0032742770854383707, 80}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 729 | INode *node_add_9 = _graph.node(id_add_9); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 730 | node_add_9->set_common_node_parameters(NodeParams{"add_9", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 731 | _graph.add_connection(id_add_8, 0, id_add_9, 0); |
| 732 | _graph.add_connection(id_mul_9, 0, id_add_9, 1); |
| 733 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 734 | NodeID id_block_10_1_BiasAdd = |
| 735 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 736 | arm_compute::graph::ConvolutionMethod::Default, |
| 737 | FastMathHint::Disabled, QuantizationInfo(0.003614710411056876, 131)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 738 | INode *node_block_10_1_BiasAdd = _graph.node(id_block_10_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 739 | node_block_10_1_BiasAdd->set_common_node_parameters(NodeParams{"block_10_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 740 | _graph.add_connection(id_add_9, 0, id_block_10_1_BiasAdd, 0); |
| 741 | _graph.add_connection(id_block_10_1_FakeQuantWithMinMaxVars, 0, id_block_10_1_BiasAdd, 1); |
| 742 | _graph.add_connection(id_block_10_1_Conv2D_bias, 0, id_block_10_1_BiasAdd, 2); |
| 743 | |
| 744 | NodeID id_mul_10 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 745 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00036083892337046564, 130}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 746 | INode *node_mul_10 = _graph.node(id_mul_10); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 747 | node_mul_10->set_common_node_parameters(NodeParams{"mul_10", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 748 | _graph.add_connection(id_block_10_1_BiasAdd, 0, id_mul_10, 0); |
| 749 | _graph.add_connection(id_mul_10_y, 0, id_mul_10, 1); |
| 750 | |
| 751 | NodeID id_add_10 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 752 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0031881770119071007, 81}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 753 | INode *node_add_10 = _graph.node(id_add_10); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 754 | node_add_10->set_common_node_parameters(NodeParams{"add_10", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 755 | _graph.add_connection(id_add_9, 0, id_add_10, 0); |
| 756 | _graph.add_connection(id_mul_10, 0, id_add_10, 1); |
| 757 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 758 | NodeID id_block_11_1_BiasAdd = |
| 759 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 760 | arm_compute::graph::ConvolutionMethod::Default, |
| 761 | FastMathHint::Disabled, QuantizationInfo(0.003969002980738878, 133)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 762 | INode *node_block_11_1_BiasAdd = _graph.node(id_block_11_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 763 | node_block_11_1_BiasAdd->set_common_node_parameters(NodeParams{"block_11_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 764 | _graph.add_connection(id_add_10, 0, id_block_11_1_BiasAdd, 0); |
| 765 | _graph.add_connection(id_block_11_1_FakeQuantWithMinMaxVars, 0, id_block_11_1_BiasAdd, 1); |
| 766 | _graph.add_connection(id_block_11_1_Conv2D_bias, 0, id_block_11_1_BiasAdd, 2); |
| 767 | |
| 768 | NodeID id_mul_11 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 769 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0003968806122429669, 133}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 770 | INode *node_mul_11 = _graph.node(id_mul_11); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 771 | node_mul_11->set_common_node_parameters(NodeParams{"mul_11", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 772 | _graph.add_connection(id_block_11_1_BiasAdd, 0, id_mul_11, 0); |
| 773 | _graph.add_connection(id_mul_11_y, 0, id_mul_11, 1); |
| 774 | |
| 775 | NodeID id_add_11 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 776 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0032707711216062307, 80}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 777 | INode *node_add_11 = _graph.node(id_add_11); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 778 | node_add_11->set_common_node_parameters(NodeParams{"add_11", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 779 | _graph.add_connection(id_add_10, 0, id_add_11, 0); |
| 780 | _graph.add_connection(id_mul_11, 0, id_add_11, 1); |
| 781 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 782 | NodeID id_block_12_1_BiasAdd = |
| 783 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 784 | arm_compute::graph::ConvolutionMethod::Default, |
| 785 | FastMathHint::Disabled, QuantizationInfo(0.004366801120340824, 110)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 786 | INode *node_block_12_1_BiasAdd = _graph.node(id_block_12_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 787 | node_block_12_1_BiasAdd->set_common_node_parameters(NodeParams{"block_12_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 788 | _graph.add_connection(id_add_11, 0, id_block_12_1_BiasAdd, 0); |
| 789 | _graph.add_connection(id_block_12_1_FakeQuantWithMinMaxVars, 0, id_block_12_1_BiasAdd, 1); |
| 790 | _graph.add_connection(id_block_12_1_Conv2D_bias, 0, id_block_12_1_BiasAdd, 2); |
| 791 | |
| 792 | NodeID id_mul_12 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 793 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004365936329122633, 110}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 794 | INode *node_mul_12 = _graph.node(id_mul_12); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 795 | node_mul_12->set_common_node_parameters(NodeParams{"mul_12", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 796 | _graph.add_connection(id_block_12_1_BiasAdd, 0, id_mul_12, 0); |
| 797 | _graph.add_connection(id_mul_12_y, 0, id_mul_12, 1); |
| 798 | |
| 799 | NodeID id_add_12 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 800 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.003275055903941393, 79}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 801 | INode *node_add_12 = _graph.node(id_add_12); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 802 | node_add_12->set_common_node_parameters(NodeParams{"add_12", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 803 | _graph.add_connection(id_add_11, 0, id_add_12, 0); |
| 804 | _graph.add_connection(id_mul_12, 0, id_add_12, 1); |
| 805 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 806 | NodeID id_block_13_1_BiasAdd = |
| 807 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 808 | arm_compute::graph::ConvolutionMethod::Default, |
| 809 | FastMathHint::Disabled, QuantizationInfo(0.004386766813695431, 139)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 810 | INode *node_block_13_1_BiasAdd = _graph.node(id_block_13_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 811 | node_block_13_1_BiasAdd->set_common_node_parameters(NodeParams{"block_13_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 812 | _graph.add_connection(id_add_12, 0, id_block_13_1_BiasAdd, 0); |
| 813 | _graph.add_connection(id_block_13_1_FakeQuantWithMinMaxVars, 0, id_block_13_1_BiasAdd, 1); |
| 814 | _graph.add_connection(id_block_13_1_Conv2D_bias, 0, id_block_13_1_BiasAdd, 2); |
| 815 | |
| 816 | NodeID id_mul_13 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 817 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004385628562886268, 139}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 818 | INode *node_mul_13 = _graph.node(id_mul_13); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 819 | node_mul_13->set_common_node_parameters(NodeParams{"mul_13", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 820 | _graph.add_connection(id_block_13_1_BiasAdd, 0, id_mul_13, 0); |
| 821 | _graph.add_connection(id_mul_13_y, 0, id_mul_13, 1); |
| 822 | |
| 823 | NodeID id_add_13 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 824 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0033287261612713337, 78}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 825 | INode *node_add_13 = _graph.node(id_add_13); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 826 | node_add_13->set_common_node_parameters(NodeParams{"add_13", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 827 | _graph.add_connection(id_add_12, 0, id_add_13, 0); |
| 828 | _graph.add_connection(id_mul_13, 0, id_add_13, 1); |
| 829 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 830 | NodeID id_block_14_1_BiasAdd = |
| 831 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 832 | arm_compute::graph::ConvolutionMethod::Default, |
| 833 | FastMathHint::Disabled, QuantizationInfo(0.0038069337606430054, 130)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 834 | INode *node_block_14_1_BiasAdd = _graph.node(id_block_14_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 835 | node_block_14_1_BiasAdd->set_common_node_parameters(NodeParams{"block_14_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 836 | _graph.add_connection(id_add_13, 0, id_block_14_1_BiasAdd, 0); |
| 837 | _graph.add_connection(id_block_14_1_FakeQuantWithMinMaxVars, 0, id_block_14_1_BiasAdd, 1); |
| 838 | _graph.add_connection(id_block_14_1_Conv2D_bias, 0, id_block_14_1_BiasAdd, 2); |
| 839 | |
| 840 | NodeID id_mul_14 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 841 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.00037829321809113026, 130}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 842 | INode *node_mul_14 = _graph.node(id_mul_14); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 843 | node_mul_14->set_common_node_parameters(NodeParams{"mul_14", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 844 | _graph.add_connection(id_block_14_1_BiasAdd, 0, id_mul_14, 0); |
| 845 | _graph.add_connection(id_mul_14_y, 0, id_mul_14, 1); |
| 846 | |
| 847 | NodeID id_add_14 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 848 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0033590947277843952, 77}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 849 | INode *node_add_14 = _graph.node(id_add_14); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 850 | node_add_14->set_common_node_parameters(NodeParams{"add_14", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 851 | _graph.add_connection(id_add_13, 0, id_add_14, 0); |
| 852 | _graph.add_connection(id_mul_14, 0, id_add_14, 1); |
| 853 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 854 | NodeID id_block_15_1_BiasAdd = |
| 855 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 856 | arm_compute::graph::ConvolutionMethod::Default, |
| 857 | FastMathHint::Disabled, QuantizationInfo(0.004009159281849861, 130)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 858 | INode *node_block_15_1_BiasAdd = _graph.node(id_block_15_1_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 859 | node_block_15_1_BiasAdd->set_common_node_parameters(NodeParams{"block_15_1_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 860 | _graph.add_connection(id_add_14, 0, id_block_15_1_BiasAdd, 0); |
| 861 | _graph.add_connection(id_block_15_1_FakeQuantWithMinMaxVars, 0, id_block_15_1_BiasAdd, 1); |
| 862 | _graph.add_connection(id_block_15_1_Conv2D_bias, 0, id_block_15_1_BiasAdd, 2); |
| 863 | |
| 864 | NodeID id_mul_15 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 865 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Mul, QuantizationInfo{0.0004008286341559142, 130}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 866 | INode *node_mul_15 = _graph.node(id_mul_15); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 867 | node_mul_15->set_common_node_parameters(NodeParams{"mul_15", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 868 | _graph.add_connection(id_block_15_1_BiasAdd, 0, id_mul_15, 0); |
| 869 | _graph.add_connection(id_mul_15_y, 0, id_mul_15, 1); |
| 870 | |
| 871 | NodeID id_add_15 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 872 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0035031239967793226, 78}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 873 | INode *node_add_15 = _graph.node(id_add_15); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 874 | node_add_15->set_common_node_parameters(NodeParams{"add_15", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 875 | _graph.add_connection(id_add_14, 0, id_add_15, 0); |
| 876 | _graph.add_connection(id_mul_15, 0, id_add_15, 1); |
| 877 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 878 | NodeID id_post_residual_BiasAdd = |
| 879 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 880 | arm_compute::graph::ConvolutionMethod::Default, |
| 881 | FastMathHint::Disabled, QuantizationInfo(0.005167999770492315, 112)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 882 | INode *node_post_residual_BiasAdd = _graph.node(id_post_residual_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 883 | node_post_residual_BiasAdd->set_common_node_parameters(NodeParams{"post_residual_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 884 | _graph.add_connection(id_add_15, 0, id_post_residual_BiasAdd, 0); |
| 885 | _graph.add_connection(id_post_residual_FakeQuantWithMinMaxVars, 0, id_post_residual_BiasAdd, 1); |
| 886 | _graph.add_connection(id_post_residual_Conv2D_bias, 0, id_post_residual_BiasAdd, 2); |
| 887 | |
| 888 | NodeID id_add_16 = _graph.add_node<EltwiseLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 889 | descriptors::EltwiseLayerDescriptor{EltwiseOperation::Add, QuantizationInfo{0.0065071373246610165, 89}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 890 | INode *node_add_16 = _graph.node(id_add_16); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 891 | node_add_16->set_common_node_parameters(NodeParams{"add_16", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 892 | _graph.add_connection(id_post_residual_BiasAdd, 0, id_add_16, 0); |
| 893 | _graph.add_connection(id_pre_residual_BiasAdd, 0, id_add_16, 1); |
| 894 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 895 | NodeID id_pre_upscale_BiasAdd = |
| 896 | _graph.add_node<ConvolutionLayerNode>(PadStrideInfo{1, 1, 1, 1, 1, 1, DimensionRoundingType::FLOOR}, 1, |
| 897 | arm_compute::graph::ConvolutionMethod::Default, |
| 898 | FastMathHint::Disabled, QuantizationInfo(0.005013593938201666, 26)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 899 | INode *node_pre_upscale_BiasAdd = _graph.node(id_pre_upscale_BiasAdd); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 900 | node_pre_upscale_BiasAdd->set_common_node_parameters(NodeParams{"pre_upscale_BiasAdd", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 901 | _graph.add_connection(id_add_16, 0, id_pre_upscale_BiasAdd, 0); |
| 902 | _graph.add_connection(id_pre_upscale_FakeQuantWithMinMaxVars, 0, id_pre_upscale_BiasAdd, 1); |
| 903 | _graph.add_connection(id_pre_upscale_Conv2D_bias, 0, id_pre_upscale_BiasAdd, 2); |
| 904 | |
| 905 | NodeID id_upscale_net_FakeQuantWithMinMaxVars_1 = _graph.add_node<DeconvolutionLayerNode>( |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 906 | descriptors::DeconvolutionLayerDescriptor{PadStrideInfo{2, 2, 0, 0, 0, 0, DimensionRoundingType::FLOOR}, |
| 907 | QuantizationInfo{0.004990961868315935, 26}}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 908 | INode *node_upscale_net_FakeQuantWithMinMaxVars_1 = _graph.node(id_upscale_net_FakeQuantWithMinMaxVars_1); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 909 | node_upscale_net_FakeQuantWithMinMaxVars_1->set_common_node_parameters( |
| 910 | NodeParams{"upscale_net_FakeQuantWithMinMaxVars_1", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 911 | _graph.add_connection(id_pre_upscale_BiasAdd, 0, id_upscale_net_FakeQuantWithMinMaxVars_1, 0); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 912 | _graph.add_connection(id_upscale_net_FakeQuantWithMinMaxVars_transposed, 0, |
| 913 | id_upscale_net_FakeQuantWithMinMaxVars_1, 1); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 914 | TensorShape output_shape; |
| 915 | output_shape.set(0, 3, false).set(1, 720, false).set(2, 1280, false).set(3, 1, false); |
| 916 | |
| 917 | NodeID id_output_140211982446376 = _graph.add_node<OutputNode>(); |
| 918 | INode *node_output_140211982446376 = _graph.node(id_output_140211982446376); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 919 | node_output_140211982446376->set_common_node_parameters(NodeParams{"output_140211982446376", target}); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 920 | _graph.add_connection(id_upscale_net_FakeQuantWithMinMaxVars_1, 0, id_output_140211982446376, 0); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 921 | node_output_140211982446376->input(0)->set_accessor(get_npy_output_accessor( |
| 922 | expected_output_filename.value(), output_shape, common_params.data_type, common_params.data_layout)); |
Sang-Hoon Park | 6800117 | 2020-03-06 16:32:01 +0000 | [diff] [blame] | 923 | |
| 924 | return true; |
| 925 | } |
| 926 | |
| 927 | arm_compute::graph::Graph &graph() |
| 928 | { |
| 929 | return _graph; |
| 930 | } |
| 931 | |
| 932 | private: |
| 933 | arm_compute::graph::Graph _graph; |
| 934 | }; |
| 935 | |
| 936 | #endif /* ARM_COMPUTE_GRAPH_EDSR_H */ |