TDA4VM: “ERROR: Verifying TIDL graph ... Failed !!!” When compiling the model

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Prodigy 30 points

Part Number: TDA4VM

there are error occurred when compiling the model by edgeai-idle-tools。

The edgeai-idle-tools compiled and output bin files, but there are error messages in the log.

The model has two inputs

Error log:

****************************************************

** 45 WARNINGS 0 ERRORS **

****************************************************

In TIDL_runtimesPostProcessNet 4

************ in TIDL_subgraphRtCreate ************

The soft limit is 2048

The hard limit is 2048

MEM: Init ... !!!

MEM: Init ... Done !!!

0.0s: VX_ZONE_INIT:Enabled

0.3s: VX_ZONE_ERROR:Enabled

0.6s: VX_ZONE_WARNING:Enabled

0.1166s: VX_ZONE_INIT:[tivxInit:185] Initialization Done !!!

0.6535s: VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120

0.6553s: VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL

0.6599s: VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1

0.6604s: VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.

0.6607s: VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode

0.6608s: VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core

0.6610s: VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel

0.6612s: VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!

0.6615s: VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed

0.6617s: VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed

TIDL_RT_OVX: ERROR: Verifying TIDL graph ... Failed !!!

TIDL_RT_OVX: ERROR: Verify OpenVX graph failed

************ TIDL_subgraphRtCreate done ************

2024-04-22 06:22:14.865456099 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,1,320,640} does not match actual shape of {1,1,1,1,320,640} for output disp5

******* In TIDL_subgraphRtInvoke ********

0.11067s: VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120

0.11081s: VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL

0.11149s: VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1

0.11154s: VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.

0.11156s: VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode

0.11158s: VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core

0.11160s: VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel

0.11162s: VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!

0.11165s: VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed

0.11167s: VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed

0.11179s: VX_ZONE_ERROR:[ownGraphScheduleGraphWrapper:803] graph is not in a state required to be scheduled

0.11180s: VX_ZONE_ERROR:[vxProcessGraph:738] schedule graph failed

0.11182s: VX_ZONE_ERROR:[vxProcessGraph:743] wait graph failed

ERROR: Running TIDL graph ... Failed !!!

Sub Graph Stats 567.000000 1309.000000 0.000000

******* TIDL_subgraphRtInvoke done ********

********** Frame Index 1 : Running float inference **********

~~~~~~~~~~~~~~~~~ infer image ~~~~~~~~~~~~~~~~~

模型输入节点数量 input size : 2

当前输入节点: image1

当前输入节点: image2

2024-04-22 06:22:14.925496721 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,1,320,640} does not match actual shape of {1,1,1,1,320,640} for output disp5

Graph Domain TO version : 18******* In TIDL_subgraphRtInvoke ********

0.70977s: VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120

0.70997s: VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL

0.71066s: VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1

0.71072s: VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.

0.71074s: VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode

0.71075s: VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core

0.71076s: VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel

0.71078s: VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!

0.71080s: VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed

0.71081s: VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed

0.71094s: VX_ZONE_ERROR:[ownGraphScheduleGraphWrapper:803] graph is not in a state required to be scheduled

0.71096s: VX_ZONE_ERROR:[vxProcessGraph:738] schedule graph failed

0.71098s: VX_ZONE_ERROR:[vxProcessGraph:743] wait graph failed

ERROR: Running TIDL graph ... Failed !!!

Sub Graph Stats 543.000000 1357.000000 0.000000

******* TIDL_subgraphRtInvoke done ********

********** Frame Index 2 : Running fixed point mode for calibration **********

In TIDL_runtimesPostProcessNet

In TIDL_runtimesPostProcessNet 1

In TIDL_runtimesPostProcessNet 2

In TIDL_runtimesPostProcessNet 3

Asymmetric quantization with calib = 4

Empty prototxt path, running calibration

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt

Error at line: 1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create

Invalid Error Type!

Error at line: 527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest

Invalid Error Type!

***************** Calibration iteration number 0 started ************************

Empty prototxt path, running calibration

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt

Error at line: 1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create

Invalid Error Type!

Error at line: 527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest

Invalid Error Type!

***************** Calibration iteration number 0 completed ************************

***************** Calibration iteration number 1 started ************************

Empty prototxt path, running calibration

B=-117551423631466643661210517504.000000 C=0.000000 D=0.000000

ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000

B=-58775711815733321830605258752.000000 C=0.000000 D=0.000000

ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000

B=-29387855907866660915302629376.000000 C=0.000000 D=0.000000

Complete logs：

root@ai-MS-7C99:~/metoak-demo/osrt_convert_python# python3 ./convert_onnxrt.py -c -m mostereonet
True
~~~~~~~~~~~~~~~~~ models > 0 ~~~~~~~~~~~~~~~~~ 1
['metoak-mostereonet-aanet']
Running_Model: metoak-mostereonet-aanet  


Running shape inference on model /home/root/metoak-demo/models/metoak_model_convshift_md48_sim.onnx 

TIDLCompilationProvider
tidl_tools_path                                 = /home/root/tidl_tools 
artifacts_folder                                = /home/root/metoak-demo/out/model-artifacts/mostereonet/ 
tidl_tensor_bits                                = 8 
debug_level                                     = 1 
num_tidl_subgraphs                              = 16 
tidl_denylist                                   = 
tidl_denylist_layer_name                        = 
tidl_denylist_layer_type                         = 
tidl_allowlist_layer_name                        = 
model_type                                      =  
tidl_calibration_accuracy_level                 = 4 
tidl_calibration_options:num_frames_calibration = 2 
tidl_calibration_options:bias_calibration_iterations = 5 
mixed_precision_factor = -1.000000 
model_group_id = 0 
power_of_2_quantization                         = 6 
ONNX QDQ Enabled                                = 0 
enable_high_resolution_optimization             = 0 
pre_batchnorm_fold                              = 1 
add_data_convert_ops                          = 3 
output_feature_16bit_names_list                 =  
m_params_16bit_names_list                       =  
reserved_compile_constraints_flag               = 1601 
ti_internal_reserved_1                          = 


 ****** WARNING : Network not identified as Object Detection network : (1) Ignore if network is not Object Detection network (2) If network is Object Detection network, please specify "model_type":"OD" as part of OSRT compilation options******

Supported TIDL layer type ---            Conv -- /feature_extractor/down_0/down_0.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_0/down_0.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_1/down_1.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_1/down_1.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_1/down_1.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_1/down_1.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_2/down_2.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_2/down_2.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_2/down_2.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_2/down_2.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_3/down_3.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_3/down_3.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_3/down_3.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_3/down_3.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.4_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.5_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.6_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.7_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_35 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_37 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_0/down_0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_0/down_0.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_1/down_1.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_1/down_1.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_1/down_1.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_1/down_1.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_2/down_2.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_2/down_2.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_2/down_2.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_2/down_2.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_3/down_3.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_3/down_3.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_3/down_3.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_3/down_3.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.4/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.5/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/down_4/down_4.6/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/down_4/down_4.7/LeakyRelu 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_420 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_38 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_419 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_36 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_418 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_34 
Supported TIDL layer type ---          Concat -- /cost_volume/Concat_159 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /feature_extractor/up_3/up_conv/up_conv.0_1/ConvTranspose 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/up_conv/up_conv.1_1/LeakyRelu 
Supported TIDL layer type ---          Concat -- /feature_extractor/up_3_1/Concat 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.4_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.5_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_24 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_26 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_28 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_30 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_32 
Supported TIDL layer type ---   ConvTranspose -- /feature_extractor/up_3/up_conv/up_conv.0/ConvTranspose 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/up_conv/up_conv.1/LeakyRelu 
Supported TIDL layer type ---          Concat -- /feature_extractor/up_3/Concat 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_3/merge_conv/merge_conv.4/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_257 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_33 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_256 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_31 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_255 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_29 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_254 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_27 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_253 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_25 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_252 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_23 
Supported TIDL layer type ---          Concat -- /cost_volume/Concat_95 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /feature_extractor/up_2/up_conv/up_conv.0_1/ConvTranspose 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/up_conv/up_conv.1_1/LeakyRelu 
Supported TIDL layer type ---          Concat -- /feature_extractor/up_2_1/Concat 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.0_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.1_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.2_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.3_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.4_1/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.5_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_1 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_3 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_5 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_7 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_9 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_11 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_13 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_15 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_17 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_19 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_21 
Supported TIDL layer type ---   ConvTranspose -- /feature_extractor/up_2/up_conv/up_conv.0/ConvTranspose 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/up_conv/up_conv.1/LeakyRelu 
Supported TIDL layer type ---          Concat -- /feature_extractor/up_2/Concat 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.2/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.3/LeakyRelu 
Supported TIDL layer type ---            Conv -- /feature_extractor/up_2/merge_conv/merge_conv.4/Conv 
Supported TIDL layer type ---       LeakyRelu -- /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_131 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_22 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_130 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_20 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_129 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_18 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_128 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_16 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_127 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_14 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_126 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_12 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_125 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_10 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_124 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_8 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_123 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_6 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_122 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_4 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_121 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv_2 
Supported TIDL layer type ---             Mul -- /cost_volume/Mul_120 
Supported TIDL layer type ---            Conv -- /cost_volume/Conv 
Supported TIDL layer type ---          Concat -- /cost_volume/Concat_47 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.0/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.0/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.0/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.0/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.0/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.0/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.0/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.0/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.0/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.0/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.1/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.1/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.1/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.1/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.1/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.1/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.1/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.1/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.1/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.1/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.2/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.2/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.2/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.2/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.2/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.2/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.2/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.2/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.2/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.2/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.3/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.3/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.3/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.3/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.3/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.3/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.3/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.3/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.3/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.3/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.4/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.4/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.4/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.4/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.4/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.4/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.4/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.4/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.4/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.4/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.5/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.5/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.5/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.5/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.5/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.5/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.5/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.5/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.5/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.5/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.6/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.6/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.6/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.6/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.6/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.6/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.6/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.6/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.6/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.6/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.7/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.7/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.2.2/fuse_layers.2.2.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.7/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.7/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.7/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.7/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.7/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.7/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.7/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.7/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.8/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add_2 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add_5 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.8/relu_2/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.2.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.2.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.2.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.2.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.2.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.9/branches.2.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.2.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.9/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.9/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.1.2/fuse_layers.1.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.8/upsample2x_2/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.1.1/fuse_layers.1.1.0/Conv 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add_1 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add_4 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.8/relu_1/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.1.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.1.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.1.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.1.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.1.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.9/branches.1.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.1.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.9/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.0.2/fuse_layers.0.2.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.8/upsample4x_1/upsample4x_1.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.8/upsample4x_1/upsample4x_1.1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.0.1/fuse_layers.0.1.0/Conv 
Supported TIDL layer type ---   ConvTranspose -- /aggregation/fusions.8/upsample2x_1/ConvTranspose 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.8/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.8/Add_3 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.8/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.0.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.0.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.0.0/conv2/Conv 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.0.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/branches.0.0/conv3/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.9/branches.0.0/Add 
Supported TIDL layer type ---            Relu -- /aggregation/fusions.9/branches.0.0/relu_2/Relu 
Supported TIDL layer type ---            Conv -- /aggregation/fusions.9/fuse_layers.0.0/fuse_layers.0.0.0/Conv 
Supported TIDL layer type ---             Add -- /aggregation/fusions.9/Add 
Supported TIDL layer type ---             Add -- /aggregation/fusions.9/Add_1 
Supported TIDL layer type ---       LeakyRelu -- /aggregation/fusions.9/relu/LeakyRelu 
Supported TIDL layer type ---            Conv -- /aggregation/final_conv.0/Conv 
Supported TIDL layer type ---             Add -- /disparity_estimations.0/Add 
Supported TIDL layer type ---            Relu -- /disparity_estimations.0/Relu 
Supported TIDL layer type ---             Mul -- /disparity_estimations.0/Mul 
Supported TIDL layer type ---             Add -- /disparity_estimations.0/Add_1 
Supported TIDL layer type ---            Conv -- /disparity_estimations.0/Conv 
Supported TIDL layer type ---             Div -- /disparity_estimations.0/Div 
Supported TIDL layer type ---            Conv -- /disparity_estimations.0/Conv_1 
Supported TIDL layer type ---   ConvTranspose -- /refinement.0/upsample/upsample.0/ConvTranspose 
Supported TIDL layer type ---   ConvTranspose -- /refinement.0/upsample/upsample.1/ConvTranspose 
Supported TIDL layer type ---             Mul -- /refinement.0/Mul 
Supported TIDL layer type ---            Conv -- /refinement.0/Conv 
Supported TIDL layer type ---          Concat -- /refinement.0/Concat 
Supported TIDL layer type ---            Conv -- /refinement.0/conv/Conv 
Supported TIDL layer type ---            Conv -- /refinement.0/dilated_blocks/dilated_blocks.0/conv1/Conv 
Supported TIDL layer type ---            Relu -- /refinement.0/dilated_blocks/dilated_blocks.0/relu/Relu 
Supported TIDL layer type ---            Conv -- /refinement.0/dilated_blocks/dilated_blocks.0/conv2/Conv 
Supported TIDL layer type ---             Add -- /refinement.0/dilated_blocks/dilated_blocks.0/Add 
Supported TIDL layer type ---            Relu -- /refinement.0/dilated_blocks/dilated_blocks.0/relu_1/Relu 
Supported TIDL layer type ---            Conv -- /refinement.0/final_conv/Conv 
Supported TIDL layer type ---             Add -- /refinement.0/Add 
Supported TIDL layer type ---            Relu -- /refinement.0/Relu 

Preliminary subgraphs created = 1 
Final number of subgraphs created are : 1, - Offloaded Nodes - 600, Total Nodes - 600 
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
SUGGESTION -- [TIDL_Deconv2DLayer]  Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.  
Running runtimes graphviz - /home/root/tidl_tools/tidl_graphVisualiser_runtimes.out /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet//allowedNode.txt /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet//tempDir/graphvizInfo.txt /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet//tempDir/runtimes_visualization.svg 
*** In TIDL_createStateImportFunc *** 
Compute on node : TIDLExecutionProvider_TIDL_0_0
  0,            Conv, 3, 1, image1, /refinement.0/Conv_output_0
  1,            Conv, 3, 1, image1, /feature_extractor/down_0/down_0.0/Conv_output_0
  2,       LeakyRelu, 1, 1, /feature_extractor/down_0/down_0.0/Conv_output_0, /feature_extractor/down_0/down_0.1/LeakyRelu_output_0
  3,            Conv, 3, 1, /feature_extractor/down_0/down_0.1/LeakyRelu_output_0, /feature_extractor/down_1/down_1.0/Conv_output_0
  4,       LeakyRelu, 1, 1, /feature_extractor/down_1/down_1.0/Conv_output_0, /feature_extractor/down_1/down_1.1/LeakyRelu_output_0
  5,            Conv, 3, 1, /feature_extractor/down_1/down_1.1/LeakyRelu_output_0, /feature_extractor/down_1/down_1.2/Conv_output_0
  6,       LeakyRelu, 1, 1, /feature_extractor/down_1/down_1.2/Conv_output_0, /feature_extractor/down_1/down_1.3/LeakyRelu_output_0
  7,            Conv, 3, 1, /feature_extractor/down_1/down_1.3/LeakyRelu_output_0, /feature_extractor/down_2/down_2.0/Conv_output_0
  8,       LeakyRelu, 1, 1, /feature_extractor/down_2/down_2.0/Conv_output_0, /feature_extractor/down_2/down_2.1/LeakyRelu_output_0
  9,            Conv, 3, 1, /feature_extractor/down_2/down_2.1/LeakyRelu_output_0, /feature_extractor/down_2/down_2.2/Conv_output_0
 10,       LeakyRelu, 1, 1, /feature_extractor/down_2/down_2.2/Conv_output_0, /feature_extractor/down_2/down_2.3/LeakyRelu_output_0
 11,            Conv, 3, 1, /feature_extractor/down_2/down_2.3/LeakyRelu_output_0, /feature_extractor/down_3/down_3.0/Conv_output_0
 12,       LeakyRelu, 1, 1, /feature_extractor/down_3/down_3.0/Conv_output_0, /feature_extractor/down_3/down_3.1/LeakyRelu_output_0
 13,            Conv, 3, 1, /feature_extractor/down_3/down_3.1/LeakyRelu_output_0, /feature_extractor/down_3/down_3.2/Conv_output_0
 14,       LeakyRelu, 1, 1, /feature_extractor/down_3/down_3.2/Conv_output_0, /feature_extractor/down_3/down_3.3/LeakyRelu_output_0
 15,            Conv, 3, 1, /feature_extractor/down_3/down_3.3/LeakyRelu_output_0, /feature_extractor/down_4/down_4.0/Conv_output_0
 16,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.0/Conv_output_0, /feature_extractor/down_4/down_4.1/LeakyRelu_output_0
 17,            Conv, 3, 1, /feature_extractor/down_4/down_4.1/LeakyRelu_output_0, /feature_extractor/down_4/down_4.2/Conv_output_0
 18,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.2/Conv_output_0, /feature_extractor/down_4/down_4.3/LeakyRelu_output_0
 19,            Conv, 3, 1, /feature_extractor/down_4/down_4.3/LeakyRelu_output_0, /feature_extractor/down_4/down_4.4/Conv_output_0
 20,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.4/Conv_output_0, /feature_extractor/down_4/down_4.5/LeakyRelu_output_0
 21,            Conv, 3, 1, /feature_extractor/down_4/down_4.5/LeakyRelu_output_0, /feature_extractor/down_4/down_4.6/Conv_output_0
 22,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.6/Conv_output_0, /feature_extractor/down_4/down_4.7/LeakyRelu_output_0
 23,   ConvTranspose, 3, 1, /feature_extractor/down_4/down_4.7/LeakyRelu_output_0, /feature_extractor/up_3/up_conv/up_conv.0/ConvTranspose_output_0
 24,       LeakyRelu, 1, 1, /feature_extractor/up_3/up_conv/up_conv.0/ConvTranspose_output_0, /feature_extractor/up_3/up_conv/up_conv.1/LeakyRelu_output_0
 25,          Concat, 2, 1, /feature_extractor/up_3/up_conv/up_conv.1/LeakyRelu_output_0, /feature_extractor/up_3/Concat_output_0
 26,            Conv, 3, 1, /feature_extractor/up_3/Concat_output_0, /feature_extractor/up_3/merge_conv/merge_conv.0/Conv_output_0
 27,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.0/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.1/LeakyRelu_output_0
 28,            Conv, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.1/LeakyRelu_output_0, /feature_extractor/up_3/merge_conv/merge_conv.2/Conv_output_0
 29,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.2/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.3/LeakyRelu_output_0
 30,            Conv, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.3/LeakyRelu_output_0, /feature_extractor/up_3/merge_conv/merge_conv.4/Conv_output_0
 31,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.4/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0
 32,   ConvTranspose, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /feature_extractor/up_2/up_conv/up_conv.0/ConvTranspose_output_0
 33,       LeakyRelu, 1, 1, /feature_extractor/up_2/up_conv/up_conv.0/ConvTranspose_output_0, /feature_extractor/up_2/up_conv/up_conv.1/LeakyRelu_output_0
 34,          Concat, 2, 1, /feature_extractor/up_2/up_conv/up_conv.1/LeakyRelu_output_0, /feature_extractor/up_2/Concat_output_0
 35,            Conv, 3, 1, /feature_extractor/up_2/Concat_output_0, /feature_extractor/up_2/merge_conv/merge_conv.0/Conv_output_0
 36,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.0/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.1/LeakyRelu_output_0
 37,            Conv, 3, 1, /feature_extractor/up_2/merge_conv/merge_conv.1/LeakyRelu_output_0, /feature_extractor/up_2/merge_conv/merge_conv.2/Conv_output_0
 38,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.2/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.3/LeakyRelu_output_0
 39,            Conv, 3, 1, /feature_extractor/up_2/merge_conv/merge_conv.3/LeakyRelu_output_0, /feature_extractor/up_2/merge_conv/merge_conv.4/Conv_output_0
 40,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.4/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0
 41,            Conv, 3, 1, image2, /feature_extractor/down_0/down_0.0_1/Conv_output_0
 42,       LeakyRelu, 1, 1, /feature_extractor/down_0/down_0.0_1/Conv_output_0, /feature_extractor/down_0/down_0.1_1/LeakyRelu_output_0
 43,            Conv, 3, 1, /feature_extractor/down_0/down_0.1_1/LeakyRelu_output_0, /feature_extractor/down_1/down_1.0_1/Conv_output_0
 44,       LeakyRelu, 1, 1, /feature_extractor/down_1/down_1.0_1/Conv_output_0, /feature_extractor/down_1/down_1.1_1/LeakyRelu_output_0
 45,            Conv, 3, 1, /feature_extractor/down_1/down_1.1_1/LeakyRelu_output_0, /feature_extractor/down_1/down_1.2_1/Conv_output_0
 46,       LeakyRelu, 1, 1, /feature_extractor/down_1/down_1.2_1/Conv_output_0, /feature_extractor/down_1/down_1.3_1/LeakyRelu_output_0
 47,            Conv, 3, 1, /feature_extractor/down_1/down_1.3_1/LeakyRelu_output_0, /feature_extractor/down_2/down_2.0_1/Conv_output_0
 48,       LeakyRelu, 1, 1, /feature_extractor/down_2/down_2.0_1/Conv_output_0, /feature_extractor/down_2/down_2.1_1/LeakyRelu_output_0
 49,            Conv, 3, 1, /feature_extractor/down_2/down_2.1_1/LeakyRelu_output_0, /feature_extractor/down_2/down_2.2_1/Conv_output_0
 50,       LeakyRelu, 1, 1, /feature_extractor/down_2/down_2.2_1/Conv_output_0, /feature_extractor/down_2/down_2.3_1/LeakyRelu_output_0
 51,            Conv, 3, 1, /feature_extractor/down_2/down_2.3_1/LeakyRelu_output_0, /feature_extractor/down_3/down_3.0_1/Conv_output_0
 52,       LeakyRelu, 1, 1, /feature_extractor/down_3/down_3.0_1/Conv_output_0, /feature_extractor/down_3/down_3.1_1/LeakyRelu_output_0
 53,            Conv, 3, 1, /feature_extractor/down_3/down_3.1_1/LeakyRelu_output_0, /feature_extractor/down_3/down_3.2_1/Conv_output_0
 54,       LeakyRelu, 1, 1, /feature_extractor/down_3/down_3.2_1/Conv_output_0, /feature_extractor/down_3/down_3.3_1/LeakyRelu_output_0
 55,            Conv, 3, 1, /feature_extractor/down_3/down_3.3_1/LeakyRelu_output_0, /feature_extractor/down_4/down_4.0_1/Conv_output_0
 56,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.0_1/Conv_output_0, /feature_extractor/down_4/down_4.1_1/LeakyRelu_output_0
 57,            Conv, 3, 1, /feature_extractor/down_4/down_4.1_1/LeakyRelu_output_0, /feature_extractor/down_4/down_4.2_1/Conv_output_0
 58,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.2_1/Conv_output_0, /feature_extractor/down_4/down_4.3_1/LeakyRelu_output_0
 59,            Conv, 3, 1, /feature_extractor/down_4/down_4.3_1/LeakyRelu_output_0, /feature_extractor/down_4/down_4.4_1/Conv_output_0
 60,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.4_1/Conv_output_0, /feature_extractor/down_4/down_4.5_1/LeakyRelu_output_0
 61,            Conv, 3, 1, /feature_extractor/down_4/down_4.5_1/LeakyRelu_output_0, /feature_extractor/down_4/down_4.6_1/Conv_output_0
 62,       LeakyRelu, 1, 1, /feature_extractor/down_4/down_4.6_1/Conv_output_0, /feature_extractor/down_4/down_4.7_1/LeakyRelu_output_0
 63,   ConvTranspose, 3, 1, /feature_extractor/down_4/down_4.7_1/LeakyRelu_output_0, /feature_extractor/up_3/up_conv/up_conv.0_1/ConvTranspose_output_0
 64,       LeakyRelu, 1, 1, /feature_extractor/up_3/up_conv/up_conv.0_1/ConvTranspose_output_0, /feature_extractor/up_3/up_conv/up_conv.1_1/LeakyRelu_output_0
 65,          Concat, 2, 1, /feature_extractor/up_3/up_conv/up_conv.1_1/LeakyRelu_output_0, /feature_extractor/up_3_1/Concat_output_0
 66,            Conv, 3, 1, /feature_extractor/up_3_1/Concat_output_0, /feature_extractor/up_3/merge_conv/merge_conv.0_1/Conv_output_0
 67,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.0_1/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.1_1/LeakyRelu_output_0
 68,            Conv, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.1_1/LeakyRelu_output_0, /feature_extractor/up_3/merge_conv/merge_conv.2_1/Conv_output_0
 69,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.2_1/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.3_1/LeakyRelu_output_0
 70,            Conv, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.3_1/LeakyRelu_output_0, /feature_extractor/up_3/merge_conv/merge_conv.4_1/Conv_output_0
 71,       LeakyRelu, 1, 1, /feature_extractor/up_3/merge_conv/merge_conv.4_1/Conv_output_0, /feature_extractor/up_3/merge_conv/merge_conv.5_1/LeakyRelu_output_0
 72,   ConvTranspose, 3, 1, /feature_extractor/up_3/merge_conv/merge_conv.5_1/LeakyRelu_output_0, /feature_extractor/up_2/up_conv/up_conv.0_1/ConvTranspose_output_0
 73,       LeakyRelu, 1, 1, /feature_extractor/up_2/up_conv/up_conv.0_1/ConvTranspose_output_0, /feature_extractor/up_2/up_conv/up_conv.1_1/LeakyRelu_output_0
 74,          Concat, 2, 1, /feature_extractor/up_2/up_conv/up_conv.1_1/LeakyRelu_output_0, /feature_extractor/up_2_1/Concat_output_0
 75,            Conv, 3, 1, /feature_extractor/up_2_1/Concat_output_0, /feature_extractor/up_2/merge_conv/merge_conv.0_1/Conv_output_0
 76,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.0_1/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.1_1/LeakyRelu_output_0
 77,            Conv, 3, 1, /feature_extractor/up_2/merge_conv/merge_conv.1_1/LeakyRelu_output_0, /feature_extractor/up_2/merge_conv/merge_conv.2_1/Conv_output_0
 78,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.2_1/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.3_1/LeakyRelu_output_0
 79,            Conv, 3, 1, /feature_extractor/up_2/merge_conv/merge_conv.3_1/LeakyRelu_output_0, /feature_extractor/up_2/merge_conv/merge_conv.4_1/Conv_output_0
 80,       LeakyRelu, 1, 1, /feature_extractor/up_2/merge_conv/merge_conv.4_1/Conv_output_0, /feature_extractor/up_2/merge_conv/merge_conv.5_1/LeakyRelu_output_0
 81,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_120_output_0
 82,            Conv, 2, 1, /cost_volume/Mul_120_output_0, /cost_volume/Conv_output_0
 83,            Conv, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5_1/LeakyRelu_output_0, /cost_volume/Conv_1_output_0
 84,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_121_output_0
 85,            Conv, 2, 1, /cost_volume/Mul_121_output_0, /cost_volume/Conv_2_output_0
 86,            Conv, 2, 1, /cost_volume/Conv_1_output_0, /cost_volume/Conv_3_output_0
 87,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_122_output_0
 88,            Conv, 2, 1, /cost_volume/Mul_122_output_0, /cost_volume/Conv_4_output_0
 89,            Conv, 2, 1, /cost_volume/Conv_3_output_0, /cost_volume/Conv_5_output_0
 90,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_123_output_0
 91,            Conv, 2, 1, /cost_volume/Mul_123_output_0, /cost_volume/Conv_6_output_0
 92,            Conv, 2, 1, /cost_volume/Conv_5_output_0, /cost_volume/Conv_7_output_0
 93,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_124_output_0
 94,            Conv, 2, 1, /cost_volume/Mul_124_output_0, /cost_volume/Conv_8_output_0
 95,            Conv, 2, 1, /cost_volume/Conv_7_output_0, /cost_volume/Conv_9_output_0
 96,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_125_output_0
 97,            Conv, 2, 1, /cost_volume/Mul_125_output_0, /cost_volume/Conv_10_output_0
 98,            Conv, 2, 1, /cost_volume/Conv_9_output_0, /cost_volume/Conv_11_output_0
 99,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_126_output_0
100,            Conv, 2, 1, /cost_volume/Mul_126_output_0, /cost_volume/Conv_12_output_0
101,            Conv, 2, 1, /cost_volume/Conv_11_output_0, /cost_volume/Conv_13_output_0
102,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_127_output_0
103,            Conv, 2, 1, /cost_volume/Mul_127_output_0, /cost_volume/Conv_14_output_0
104,            Conv, 2, 1, /cost_volume/Conv_13_output_0, /cost_volume/Conv_15_output_0
105,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_128_output_0
106,            Conv, 2, 1, /cost_volume/Mul_128_output_0, /cost_volume/Conv_16_output_0
107,            Conv, 2, 1, /cost_volume/Conv_15_output_0, /cost_volume/Conv_17_output_0
108,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_129_output_0
109,            Conv, 2, 1, /cost_volume/Mul_129_output_0, /cost_volume/Conv_18_output_0
110,            Conv, 2, 1, /cost_volume/Conv_17_output_0, /cost_volume/Conv_19_output_0
111,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_130_output_0
112,            Conv, 2, 1, /cost_volume/Mul_130_output_0, /cost_volume/Conv_20_output_0
113,            Conv, 2, 1, /cost_volume/Conv_19_output_0, /cost_volume/Conv_21_output_0
114,             Mul, 2, 1, /feature_extractor/up_2/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_131_output_0
115,            Conv, 2, 1, /cost_volume/Mul_131_output_0, /cost_volume/Conv_22_output_0
116,          Concat, 12, 1, /cost_volume/Conv_output_0, /cost_volume/Concat_47_output_0
117,            Conv, 3, 1, /cost_volume/Concat_47_output_0, /aggregation/fusions.0/branches.0.0/conv1/Conv_output_0
118,            Relu, 1, 1, /aggregation/fusions.0/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.0/branches.0.0/relu/Relu_output_0
119,            Conv, 3, 1, /aggregation/fusions.0/branches.0.0/relu/Relu_output_0, /aggregation/fusions.0/branches.0.0/conv2/Conv_output_0
120,            Relu, 1, 1, /aggregation/fusions.0/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.0/branches.0.0/relu_1/Relu_output_0
121,            Conv, 3, 1, /aggregation/fusions.0/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.0/branches.0.0/conv3/Conv_output_0
122,             Add, 2, 1, /aggregation/fusions.0/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.0/branches.0.0/Add_output_0
123,            Relu, 1, 1, /aggregation/fusions.0/branches.0.0/Add_output_0, /aggregation/fusions.0/branches.0.0/relu_2/Relu_output_0
124,            Conv, 3, 1, /aggregation/fusions.0/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
125,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_252_output_0
126,            Conv, 2, 1, /cost_volume/Mul_252_output_0, /cost_volume/Conv_23_output_0
127,            Conv, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5_1/LeakyRelu_output_0, /cost_volume/Conv_24_output_0
128,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_253_output_0
129,            Conv, 2, 1, /cost_volume/Mul_253_output_0, /cost_volume/Conv_25_output_0
130,            Conv, 2, 1, /cost_volume/Conv_24_output_0, /cost_volume/Conv_26_output_0
131,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_254_output_0
132,            Conv, 2, 1, /cost_volume/Mul_254_output_0, /cost_volume/Conv_27_output_0
133,            Conv, 2, 1, /cost_volume/Conv_26_output_0, /cost_volume/Conv_28_output_0
134,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_255_output_0
135,            Conv, 2, 1, /cost_volume/Mul_255_output_0, /cost_volume/Conv_29_output_0
136,            Conv, 2, 1, /cost_volume/Conv_28_output_0, /cost_volume/Conv_30_output_0
137,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_256_output_0
138,            Conv, 2, 1, /cost_volume/Mul_256_output_0, /cost_volume/Conv_31_output_0
139,            Conv, 2, 1, /cost_volume/Conv_30_output_0, /cost_volume/Conv_32_output_0
140,             Mul, 2, 1, /feature_extractor/up_3/merge_conv/merge_conv.5/LeakyRelu_output_0, /cost_volume/Mul_257_output_0
141,            Conv, 2, 1, /cost_volume/Mul_257_output_0, /cost_volume/Conv_33_output_0
142,          Concat, 6, 1, /cost_volume/Conv_23_output_0, /cost_volume/Concat_95_output_0
143,            Conv, 3, 1, /cost_volume/Concat_95_output_0, /aggregation/fusions.0/branches.1.0/conv1/Conv_output_0
144,            Relu, 1, 1, /aggregation/fusions.0/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.0/branches.1.0/relu/Relu_output_0
145,            Conv, 3, 1, /aggregation/fusions.0/branches.1.0/relu/Relu_output_0, /aggregation/fusions.0/branches.1.0/conv2/Conv_output_0
146,            Relu, 1, 1, /aggregation/fusions.0/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.0/branches.1.0/relu_1/Relu_output_0
147,            Conv, 3, 1, /aggregation/fusions.0/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.0/branches.1.0/conv3/Conv_output_0
148,             Add, 2, 1, /aggregation/fusions.0/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.0/branches.1.0/Add_output_0
149,            Relu, 1, 1, /aggregation/fusions.0/branches.1.0/Add_output_0, /aggregation/fusions.0/branches.1.0/relu_2/Relu_output_0
150,            Conv, 3, 1, /aggregation/fusions.0/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
151,   ConvTranspose, 3, 1, /aggregation/fusions.0/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.0/upsample2x_1/ConvTranspose_output_0
152,             Add, 2, 1, /aggregation/fusions.0/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.0/Add_output_0
153,             Mul, 2, 1, /feature_extractor/down_4/down_4.7/LeakyRelu_output_0, /cost_volume/Mul_418_output_0
154,            Conv, 2, 1, /cost_volume/Mul_418_output_0, /cost_volume/Conv_34_output_0
155,            Conv, 2, 1, /feature_extractor/down_4/down_4.7_1/LeakyRelu_output_0, /cost_volume/Conv_35_output_0
156,             Mul, 2, 1, /feature_extractor/down_4/down_4.7/LeakyRelu_output_0, /cost_volume/Mul_419_output_0
157,            Conv, 2, 1, /cost_volume/Mul_419_output_0, /cost_volume/Conv_36_output_0
158,            Conv, 2, 1, /cost_volume/Conv_35_output_0, /cost_volume/Conv_37_output_0
159,             Mul, 2, 1, /feature_extractor/down_4/down_4.7/LeakyRelu_output_0, /cost_volume/Mul_420_output_0
160,            Conv, 2, 1, /cost_volume/Mul_420_output_0, /cost_volume/Conv_38_output_0
161,          Concat, 3, 1, /cost_volume/Conv_34_output_0, /cost_volume/Concat_159_output_0
162,            Conv, 3, 1, /cost_volume/Concat_159_output_0, /aggregation/fusions.0/branches.2.0/conv1/Conv_output_0
163,            Relu, 1, 1, /aggregation/fusions.0/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.0/branches.2.0/relu/Relu_output_0
164,            Conv, 3, 1, /aggregation/fusions.0/branches.2.0/relu/Relu_output_0, /aggregation/fusions.0/branches.2.0/conv2/Conv_output_0
165,            Relu, 1, 1, /aggregation/fusions.0/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.0/branches.2.0/relu_1/Relu_output_0
166,            Conv, 3, 1, /aggregation/fusions.0/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.0/branches.2.0/conv3/Conv_output_0
167,             Add, 2, 1, /aggregation/fusions.0/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.0/branches.2.0/Add_output_0
168,            Relu, 1, 1, /aggregation/fusions.0/branches.2.0/Add_output_0, /aggregation/fusions.0/branches.2.0/relu_2/Relu_output_0
169,            Conv, 3, 1, /aggregation/fusions.0/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
170,   ConvTranspose, 3, 1, /aggregation/fusions.0/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.0/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
171,   ConvTranspose, 3, 1, /aggregation/fusions.0/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.0/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
172,             Add, 2, 1, /aggregation/fusions.0/Add_output_0, /aggregation/fusions.0/Add_3_output_0
173,       LeakyRelu, 1, 1, /aggregation/fusions.0/Add_3_output_0, /aggregation/fusions.0/relu/LeakyRelu_output_0
174,            Conv, 3, 1, /aggregation/fusions.0/relu/LeakyRelu_output_0, /aggregation/fusions.1/branches.0.0/conv1/Conv_output_0
175,            Relu, 1, 1, /aggregation/fusions.1/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.1/branches.0.0/relu/Relu_output_0
176,            Conv, 3, 1, /aggregation/fusions.1/branches.0.0/relu/Relu_output_0, /aggregation/fusions.1/branches.0.0/conv2/Conv_output_0
177,            Relu, 1, 1, /aggregation/fusions.1/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.1/branches.0.0/relu_1/Relu_output_0
178,            Conv, 3, 1, /aggregation/fusions.1/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.1/branches.0.0/conv3/Conv_output_0
179,             Add, 2, 1, /aggregation/fusions.1/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.1/branches.0.0/Add_output_0
180,            Relu, 1, 1, /aggregation/fusions.1/branches.0.0/Add_output_0, /aggregation/fusions.1/branches.0.0/relu_2/Relu_output_0
181,            Conv, 3, 1, /aggregation/fusions.1/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
182,            Conv, 3, 1, /aggregation/fusions.0/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
183,            Conv, 3, 1, /aggregation/fusions.0/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
184,             Add, 2, 1, /aggregation/fusions.0/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.0/Add_1_output_0
185,            Conv, 3, 1, /aggregation/fusions.0/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
186,   ConvTranspose, 3, 1, /aggregation/fusions.0/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.0/upsample2x_2/ConvTranspose_output_0
187,             Add, 2, 1, /aggregation/fusions.0/Add_1_output_0, /aggregation/fusions.0/Add_4_output_0
188,       LeakyRelu, 1, 1, /aggregation/fusions.0/Add_4_output_0, /aggregation/fusions.0/relu_1/LeakyRelu_output_0
189,            Conv, 3, 1, /aggregation/fusions.0/relu_1/LeakyRelu_output_0, /aggregation/fusions.1/branches.1.0/conv1/Conv_output_0
190,            Relu, 1, 1, /aggregation/fusions.1/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.1/branches.1.0/relu/Relu_output_0
191,            Conv, 3, 1, /aggregation/fusions.1/branches.1.0/relu/Relu_output_0, /aggregation/fusions.1/branches.1.0/conv2/Conv_output_0
192,            Relu, 1, 1, /aggregation/fusions.1/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.1/branches.1.0/relu_1/Relu_output_0
193,            Conv, 3, 1, /aggregation/fusions.1/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.1/branches.1.0/conv3/Conv_output_0
194,             Add, 2, 1, /aggregation/fusions.1/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.1/branches.1.0/Add_output_0
195,            Relu, 1, 1, /aggregation/fusions.1/branches.1.0/Add_output_0, /aggregation/fusions.1/branches.1.0/relu_2/Relu_output_0
196,            Conv, 3, 1, /aggregation/fusions.1/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
197,   ConvTranspose, 3, 1, /aggregation/fusions.1/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.1/upsample2x_1/ConvTranspose_output_0
198,             Add, 2, 1, /aggregation/fusions.1/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.1/Add_output_0
199,            Conv, 3, 1, /aggregation/fusions.0/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
200,       LeakyRelu, 1, 1, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
201,            Conv, 3, 1, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
202,            Conv, 3, 1, /aggregation/fusions.0/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
203,             Add, 2, 1, /aggregation/fusions.0/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.0/Add_2_output_0
204,            Conv, 3, 1, /aggregation/fusions.0/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.0/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
205,             Add, 2, 1, /aggregation/fusions.0/Add_2_output_0, /aggregation/fusions.0/Add_5_output_0
206,       LeakyRelu, 1, 1, /aggregation/fusions.0/Add_5_output_0, /aggregation/fusions.0/relu_2/LeakyRelu_output_0
207,            Conv, 3, 1, /aggregation/fusions.0/relu_2/LeakyRelu_output_0, /aggregation/fusions.1/branches.2.0/conv1/Conv_output_0
208,            Relu, 1, 1, /aggregation/fusions.1/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.1/branches.2.0/relu/Relu_output_0
209,            Conv, 3, 1, /aggregation/fusions.1/branches.2.0/relu/Relu_output_0, /aggregation/fusions.1/branches.2.0/conv2/Conv_output_0
210,            Relu, 1, 1, /aggregation/fusions.1/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.1/branches.2.0/relu_1/Relu_output_0
211,            Conv, 3, 1, /aggregation/fusions.1/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.1/branches.2.0/conv3/Conv_output_0
212,             Add, 2, 1, /aggregation/fusions.1/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.1/branches.2.0/Add_output_0
213,            Relu, 1, 1, /aggregation/fusions.1/branches.2.0/Add_output_0, /aggregation/fusions.1/branches.2.0/relu_2/Relu_output_0
214,            Conv, 3, 1, /aggregation/fusions.1/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
215,   ConvTranspose, 3, 1, /aggregation/fusions.1/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.1/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
216,   ConvTranspose, 3, 1, /aggregation/fusions.1/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.1/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
217,             Add, 2, 1, /aggregation/fusions.1/Add_output_0, /aggregation/fusions.1/Add_3_output_0
218,       LeakyRelu, 1, 1, /aggregation/fusions.1/Add_3_output_0, /aggregation/fusions.1/relu/LeakyRelu_output_0
219,            Conv, 3, 1, /aggregation/fusions.1/relu/LeakyRelu_output_0, /aggregation/fusions.2/branches.0.0/conv1/Conv_output_0
220,            Relu, 1, 1, /aggregation/fusions.2/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.2/branches.0.0/relu/Relu_output_0
221,            Conv, 3, 1, /aggregation/fusions.2/branches.0.0/relu/Relu_output_0, /aggregation/fusions.2/branches.0.0/conv2/Conv_output_0
222,            Relu, 1, 1, /aggregation/fusions.2/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.2/branches.0.0/relu_1/Relu_output_0
223,            Conv, 3, 1, /aggregation/fusions.2/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.2/branches.0.0/conv3/Conv_output_0
224,             Add, 2, 1, /aggregation/fusions.2/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.2/branches.0.0/Add_output_0
225,            Relu, 1, 1, /aggregation/fusions.2/branches.0.0/Add_output_0, /aggregation/fusions.2/branches.0.0/relu_2/Relu_output_0
226,            Conv, 3, 1, /aggregation/fusions.2/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
227,            Conv, 3, 1, /aggregation/fusions.1/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
228,            Conv, 3, 1, /aggregation/fusions.1/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
229,             Add, 2, 1, /aggregation/fusions.1/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.1/Add_1_output_0
230,            Conv, 3, 1, /aggregation/fusions.1/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
231,   ConvTranspose, 3, 1, /aggregation/fusions.1/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.1/upsample2x_2/ConvTranspose_output_0
232,             Add, 2, 1, /aggregation/fusions.1/Add_1_output_0, /aggregation/fusions.1/Add_4_output_0
233,       LeakyRelu, 1, 1, /aggregation/fusions.1/Add_4_output_0, /aggregation/fusions.1/relu_1/LeakyRelu_output_0
234,            Conv, 3, 1, /aggregation/fusions.1/relu_1/LeakyRelu_output_0, /aggregation/fusions.2/branches.1.0/conv1/Conv_output_0
235,            Relu, 1, 1, /aggregation/fusions.2/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.2/branches.1.0/relu/Relu_output_0
236,            Conv, 3, 1, /aggregation/fusions.2/branches.1.0/relu/Relu_output_0, /aggregation/fusions.2/branches.1.0/conv2/Conv_output_0
237,            Relu, 1, 1, /aggregation/fusions.2/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.2/branches.1.0/relu_1/Relu_output_0
238,            Conv, 3, 1, /aggregation/fusions.2/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.2/branches.1.0/conv3/Conv_output_0
239,             Add, 2, 1, /aggregation/fusions.2/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.2/branches.1.0/Add_output_0
240,            Relu, 1, 1, /aggregation/fusions.2/branches.1.0/Add_output_0, /aggregation/fusions.2/branches.1.0/relu_2/Relu_output_0
241,            Conv, 3, 1, /aggregation/fusions.2/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
242,   ConvTranspose, 3, 1, /aggregation/fusions.2/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.2/upsample2x_1/ConvTranspose_output_0
243,             Add, 2, 1, /aggregation/fusions.2/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.2/Add_output_0
244,            Conv, 3, 1, /aggregation/fusions.1/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
245,       LeakyRelu, 1, 1, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
246,            Conv, 3, 1, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
247,            Conv, 3, 1, /aggregation/fusions.1/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
248,             Add, 2, 1, /aggregation/fusions.1/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.1/Add_2_output_0
249,            Conv, 3, 1, /aggregation/fusions.1/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.1/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
250,             Add, 2, 1, /aggregation/fusions.1/Add_2_output_0, /aggregation/fusions.1/Add_5_output_0
251,       LeakyRelu, 1, 1, /aggregation/fusions.1/Add_5_output_0, /aggregation/fusions.1/relu_2/LeakyRelu_output_0
252,            Conv, 3, 1, /aggregation/fusions.1/relu_2/LeakyRelu_output_0, /aggregation/fusions.2/branches.2.0/conv1/Conv_output_0
253,            Relu, 1, 1, /aggregation/fusions.2/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.2/branches.2.0/relu/Relu_output_0
254,            Conv, 3, 1, /aggregation/fusions.2/branches.2.0/relu/Relu_output_0, /aggregation/fusions.2/branches.2.0/conv2/Conv_output_0
255,            Relu, 1, 1, /aggregation/fusions.2/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.2/branches.2.0/relu_1/Relu_output_0
256,            Conv, 3, 1, /aggregation/fusions.2/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.2/branches.2.0/conv3/Conv_output_0
257,             Add, 2, 1, /aggregation/fusions.2/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.2/branches.2.0/Add_output_0
258,            Relu, 1, 1, /aggregation/fusions.2/branches.2.0/Add_output_0, /aggregation/fusions.2/branches.2.0/relu_2/Relu_output_0
259,            Conv, 3, 1, /aggregation/fusions.2/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
260,   ConvTranspose, 3, 1, /aggregation/fusions.2/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.2/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
261,   ConvTranspose, 3, 1, /aggregation/fusions.2/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.2/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
262,             Add, 2, 1, /aggregation/fusions.2/Add_output_0, /aggregation/fusions.2/Add_3_output_0
263,       LeakyRelu, 1, 1, /aggregation/fusions.2/Add_3_output_0, /aggregation/fusions.2/relu/LeakyRelu_output_0
264,            Conv, 3, 1, /aggregation/fusions.2/relu/LeakyRelu_output_0, /aggregation/fusions.3/branches.0.0/conv1/Conv_output_0
265,            Relu, 1, 1, /aggregation/fusions.3/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.3/branches.0.0/relu/Relu_output_0
266,            Conv, 3, 1, /aggregation/fusions.3/branches.0.0/relu/Relu_output_0, /aggregation/fusions.3/branches.0.0/conv2/Conv_output_0
267,            Relu, 1, 1, /aggregation/fusions.3/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.3/branches.0.0/relu_1/Relu_output_0
268,            Conv, 3, 1, /aggregation/fusions.3/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.3/branches.0.0/conv3/Conv_output_0
269,             Add, 2, 1, /aggregation/fusions.3/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.3/branches.0.0/Add_output_0
270,            Relu, 1, 1, /aggregation/fusions.3/branches.0.0/Add_output_0, /aggregation/fusions.3/branches.0.0/relu_2/Relu_output_0
271,            Conv, 3, 1, /aggregation/fusions.3/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
272,            Conv, 3, 1, /aggregation/fusions.2/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
273,            Conv, 3, 1, /aggregation/fusions.2/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
274,             Add, 2, 1, /aggregation/fusions.2/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.2/Add_1_output_0
275,            Conv, 3, 1, /aggregation/fusions.2/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
276,   ConvTranspose, 3, 1, /aggregation/fusions.2/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.2/upsample2x_2/ConvTranspose_output_0
277,             Add, 2, 1, /aggregation/fusions.2/Add_1_output_0, /aggregation/fusions.2/Add_4_output_0
278,       LeakyRelu, 1, 1, /aggregation/fusions.2/Add_4_output_0, /aggregation/fusions.2/relu_1/LeakyRelu_output_0
279,            Conv, 3, 1, /aggregation/fusions.2/relu_1/LeakyRelu_output_0, /aggregation/fusions.3/branches.1.0/conv1/Conv_output_0
280,            Relu, 1, 1, /aggregation/fusions.3/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.3/branches.1.0/relu/Relu_output_0
281,            Conv, 3, 1, /aggregation/fusions.3/branches.1.0/relu/Relu_output_0, /aggregation/fusions.3/branches.1.0/conv2/Conv_output_0
282,            Relu, 1, 1, /aggregation/fusions.3/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.3/branches.1.0/relu_1/Relu_output_0
283,            Conv, 3, 1, /aggregation/fusions.3/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.3/branches.1.0/conv3/Conv_output_0
284,             Add, 2, 1, /aggregation/fusions.3/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.3/branches.1.0/Add_output_0
285,            Relu, 1, 1, /aggregation/fusions.3/branches.1.0/Add_output_0, /aggregation/fusions.3/branches.1.0/relu_2/Relu_output_0
286,            Conv, 3, 1, /aggregation/fusions.3/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
287,   ConvTranspose, 3, 1, /aggregation/fusions.3/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.3/upsample2x_1/ConvTranspose_output_0
288,             Add, 2, 1, /aggregation/fusions.3/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.3/Add_output_0
289,            Conv, 3, 1, /aggregation/fusions.2/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
290,       LeakyRelu, 1, 1, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
291,            Conv, 3, 1, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
292,            Conv, 3, 1, /aggregation/fusions.2/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
293,             Add, 2, 1, /aggregation/fusions.2/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.2/Add_2_output_0
294,            Conv, 3, 1, /aggregation/fusions.2/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.2/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
295,             Add, 2, 1, /aggregation/fusions.2/Add_2_output_0, /aggregation/fusions.2/Add_5_output_0
296,       LeakyRelu, 1, 1, /aggregation/fusions.2/Add_5_output_0, /aggregation/fusions.2/relu_2/LeakyRelu_output_0
297,            Conv, 3, 1, /aggregation/fusions.2/relu_2/LeakyRelu_output_0, /aggregation/fusions.3/branches.2.0/conv1/Conv_output_0
298,            Relu, 1, 1, /aggregation/fusions.3/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.3/branches.2.0/relu/Relu_output_0
299,            Conv, 3, 1, /aggregation/fusions.3/branches.2.0/relu/Relu_output_0, /aggregation/fusions.3/branches.2.0/conv2/Conv_output_0
300,            Relu, 1, 1, /aggregation/fusions.3/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.3/branches.2.0/relu_1/Relu_output_0
301,            Conv, 3, 1, /aggregation/fusions.3/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.3/branches.2.0/conv3/Conv_output_0
302,             Add, 2, 1, /aggregation/fusions.3/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.3/branches.2.0/Add_output_0
303,            Relu, 1, 1, /aggregation/fusions.3/branches.2.0/Add_output_0, /aggregation/fusions.3/branches.2.0/relu_2/Relu_output_0
304,            Conv, 3, 1, /aggregation/fusions.3/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
305,   ConvTranspose, 3, 1, /aggregation/fusions.3/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.3/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
306,   ConvTranspose, 3, 1, /aggregation/fusions.3/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.3/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
307,             Add, 2, 1, /aggregation/fusions.3/Add_output_0, /aggregation/fusions.3/Add_3_output_0
308,       LeakyRelu, 1, 1, /aggregation/fusions.3/Add_3_output_0, /aggregation/fusions.3/relu/LeakyRelu_output_0
309,            Conv, 3, 1, /aggregation/fusions.3/relu/LeakyRelu_output_0, /aggregation/fusions.4/branches.0.0/conv1/Conv_output_0
310,            Relu, 1, 1, /aggregation/fusions.4/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.4/branches.0.0/relu/Relu_output_0
311,            Conv, 3, 1, /aggregation/fusions.4/branches.0.0/relu/Relu_output_0, /aggregation/fusions.4/branches.0.0/conv2/Conv_output_0
312,            Relu, 1, 1, /aggregation/fusions.4/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.4/branches.0.0/relu_1/Relu_output_0
313,            Conv, 3, 1, /aggregation/fusions.4/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.4/branches.0.0/conv3/Conv_output_0
314,             Add, 2, 1, /aggregation/fusions.4/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.4/branches.0.0/Add_output_0
315,            Relu, 1, 1, /aggregation/fusions.4/branches.0.0/Add_output_0, /aggregation/fusions.4/branches.0.0/relu_2/Relu_output_0
316,            Conv, 3, 1, /aggregation/fusions.4/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
317,            Conv, 3, 1, /aggregation/fusions.3/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
318,            Conv, 3, 1, /aggregation/fusions.3/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
319,             Add, 2, 1, /aggregation/fusions.3/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.3/Add_1_output_0
320,            Conv, 3, 1, /aggregation/fusions.3/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
321,   ConvTranspose, 3, 1, /aggregation/fusions.3/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.3/upsample2x_2/ConvTranspose_output_0
322,             Add, 2, 1, /aggregation/fusions.3/Add_1_output_0, /aggregation/fusions.3/Add_4_output_0
323,       LeakyRelu, 1, 1, /aggregation/fusions.3/Add_4_output_0, /aggregation/fusions.3/relu_1/LeakyRelu_output_0
324,            Conv, 3, 1, /aggregation/fusions.3/relu_1/LeakyRelu_output_0, /aggregation/fusions.4/branches.1.0/conv1/Conv_output_0
325,            Relu, 1, 1, /aggregation/fusions.4/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.4/branches.1.0/relu/Relu_output_0
326,            Conv, 3, 1, /aggregation/fusions.4/branches.1.0/relu/Relu_output_0, /aggregation/fusions.4/branches.1.0/conv2/Conv_output_0
327,            Relu, 1, 1, /aggregation/fusions.4/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.4/branches.1.0/relu_1/Relu_output_0
328,            Conv, 3, 1, /aggregation/fusions.4/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.4/branches.1.0/conv3/Conv_output_0
329,             Add, 2, 1, /aggregation/fusions.4/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.4/branches.1.0/Add_output_0
330,            Relu, 1, 1, /aggregation/fusions.4/branches.1.0/Add_output_0, /aggregation/fusions.4/branches.1.0/relu_2/Relu_output_0
331,            Conv, 3, 1, /aggregation/fusions.4/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
332,   ConvTranspose, 3, 1, /aggregation/fusions.4/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.4/upsample2x_1/ConvTranspose_output_0
333,             Add, 2, 1, /aggregation/fusions.4/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.4/Add_output_0
334,            Conv, 3, 1, /aggregation/fusions.3/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
335,       LeakyRelu, 1, 1, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
336,            Conv, 3, 1, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
337,            Conv, 3, 1, /aggregation/fusions.3/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
338,             Add, 2, 1, /aggregation/fusions.3/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.3/Add_2_output_0
339,            Conv, 3, 1, /aggregation/fusions.3/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.3/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
340,             Add, 2, 1, /aggregation/fusions.3/Add_2_output_0, /aggregation/fusions.3/Add_5_output_0
341,       LeakyRelu, 1, 1, /aggregation/fusions.3/Add_5_output_0, /aggregation/fusions.3/relu_2/LeakyRelu_output_0
342,            Conv, 3, 1, /aggregation/fusions.3/relu_2/LeakyRelu_output_0, /aggregation/fusions.4/branches.2.0/conv1/Conv_output_0
343,            Relu, 1, 1, /aggregation/fusions.4/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.4/branches.2.0/relu/Relu_output_0
344,            Conv, 3, 1, /aggregation/fusions.4/branches.2.0/relu/Relu_output_0, /aggregation/fusions.4/branches.2.0/conv2/Conv_output_0
345,            Relu, 1, 1, /aggregation/fusions.4/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.4/branches.2.0/relu_1/Relu_output_0
346,            Conv, 3, 1, /aggregation/fusions.4/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.4/branches.2.0/conv3/Conv_output_0
347,             Add, 2, 1, /aggregation/fusions.4/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.4/branches.2.0/Add_output_0
348,            Relu, 1, 1, /aggregation/fusions.4/branches.2.0/Add_output_0, /aggregation/fusions.4/branches.2.0/relu_2/Relu_output_0
349,            Conv, 3, 1, /aggregation/fusions.4/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
350,   ConvTranspose, 3, 1, /aggregation/fusions.4/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.4/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
351,   ConvTranspose, 3, 1, /aggregation/fusions.4/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.4/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
352,             Add, 2, 1, /aggregation/fusions.4/Add_output_0, /aggregation/fusions.4/Add_3_output_0
353,       LeakyRelu, 1, 1, /aggregation/fusions.4/Add_3_output_0, /aggregation/fusions.4/relu/LeakyRelu_output_0
354,            Conv, 3, 1, /aggregation/fusions.4/relu/LeakyRelu_output_0, /aggregation/fusions.5/branches.0.0/conv1/Conv_output_0
355,            Relu, 1, 1, /aggregation/fusions.5/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.5/branches.0.0/relu/Relu_output_0
356,            Conv, 3, 1, /aggregation/fusions.5/branches.0.0/relu/Relu_output_0, /aggregation/fusions.5/branches.0.0/conv2/Conv_output_0
357,            Relu, 1, 1, /aggregation/fusions.5/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.5/branches.0.0/relu_1/Relu_output_0
358,            Conv, 3, 1, /aggregation/fusions.5/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.5/branches.0.0/conv3/Conv_output_0
359,             Add, 2, 1, /aggregation/fusions.5/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.5/branches.0.0/Add_output_0
360,            Relu, 1, 1, /aggregation/fusions.5/branches.0.0/Add_output_0, /aggregation/fusions.5/branches.0.0/relu_2/Relu_output_0
361,            Conv, 3, 1, /aggregation/fusions.5/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
362,            Conv, 3, 1, /aggregation/fusions.4/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
363,            Conv, 3, 1, /aggregation/fusions.4/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
364,             Add, 2, 1, /aggregation/fusions.4/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.4/Add_1_output_0
365,            Conv, 3, 1, /aggregation/fusions.4/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
366,   ConvTranspose, 3, 1, /aggregation/fusions.4/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.4/upsample2x_2/ConvTranspose_output_0
367,             Add, 2, 1, /aggregation/fusions.4/Add_1_output_0, /aggregation/fusions.4/Add_4_output_0
368,       LeakyRelu, 1, 1, /aggregation/fusions.4/Add_4_output_0, /aggregation/fusions.4/relu_1/LeakyRelu_output_0
369,            Conv, 3, 1, /aggregation/fusions.4/relu_1/LeakyRelu_output_0, /aggregation/fusions.5/branches.1.0/conv1/Conv_output_0
370,            Relu, 1, 1, /aggregation/fusions.5/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.5/branches.1.0/relu/Relu_output_0
371,            Conv, 3, 1, /aggregation/fusions.5/branches.1.0/relu/Relu_output_0, /aggregation/fusions.5/branches.1.0/conv2/Conv_output_0
372,            Relu, 1, 1, /aggregation/fusions.5/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.5/branches.1.0/relu_1/Relu_output_0
373,            Conv, 3, 1, /aggregation/fusions.5/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.5/branches.1.0/conv3/Conv_output_0
374,             Add, 2, 1, /aggregation/fusions.5/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.5/branches.1.0/Add_output_0
375,            Relu, 1, 1, /aggregation/fusions.5/branches.1.0/Add_output_0, /aggregation/fusions.5/branches.1.0/relu_2/Relu_output_0
376,            Conv, 3, 1, /aggregation/fusions.5/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
377,   ConvTranspose, 3, 1, /aggregation/fusions.5/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.5/upsample2x_1/ConvTranspose_output_0
378,             Add, 2, 1, /aggregation/fusions.5/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.5/Add_output_0
379,            Conv, 3, 1, /aggregation/fusions.4/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
380,       LeakyRelu, 1, 1, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
381,            Conv, 3, 1, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
382,            Conv, 3, 1, /aggregation/fusions.4/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
383,             Add, 2, 1, /aggregation/fusions.4/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.4/Add_2_output_0
384,            Conv, 3, 1, /aggregation/fusions.4/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.4/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
385,             Add, 2, 1, /aggregation/fusions.4/Add_2_output_0, /aggregation/fusions.4/Add_5_output_0
386,       LeakyRelu, 1, 1, /aggregation/fusions.4/Add_5_output_0, /aggregation/fusions.4/relu_2/LeakyRelu_output_0
387,            Conv, 3, 1, /aggregation/fusions.4/relu_2/LeakyRelu_output_0, /aggregation/fusions.5/branches.2.0/conv1/Conv_output_0
388,            Relu, 1, 1, /aggregation/fusions.5/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.5/branches.2.0/relu/Relu_output_0
389,            Conv, 3, 1, /aggregation/fusions.5/branches.2.0/relu/Relu_output_0, /aggregation/fusions.5/branches.2.0/conv2/Conv_output_0
390,            Relu, 1, 1, /aggregation/fusions.5/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.5/branches.2.0/relu_1/Relu_output_0
391,            Conv, 3, 1, /aggregation/fusions.5/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.5/branches.2.0/conv3/Conv_output_0
392,             Add, 2, 1, /aggregation/fusions.5/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.5/branches.2.0/Add_output_0
393,            Relu, 1, 1, /aggregation/fusions.5/branches.2.0/Add_output_0, /aggregation/fusions.5/branches.2.0/relu_2/Relu_output_0
394,            Conv, 3, 1, /aggregation/fusions.5/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
395,   ConvTranspose, 3, 1, /aggregation/fusions.5/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.5/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
396,   ConvTranspose, 3, 1, /aggregation/fusions.5/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.5/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
397,             Add, 2, 1, /aggregation/fusions.5/Add_output_0, /aggregation/fusions.5/Add_3_output_0
398,       LeakyRelu, 1, 1, /aggregation/fusions.5/Add_3_output_0, /aggregation/fusions.5/relu/LeakyRelu_output_0
399,            Conv, 3, 1, /aggregation/fusions.5/relu/LeakyRelu_output_0, /aggregation/fusions.6/branches.0.0/conv1/Conv_output_0
400,            Relu, 1, 1, /aggregation/fusions.6/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.6/branches.0.0/relu/Relu_output_0
401,            Conv, 3, 1, /aggregation/fusions.6/branches.0.0/relu/Relu_output_0, /aggregation/fusions.6/branches.0.0/conv2/Conv_output_0
402,            Relu, 1, 1, /aggregation/fusions.6/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.6/branches.0.0/relu_1/Relu_output_0
403,            Conv, 3, 1, /aggregation/fusions.6/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.6/branches.0.0/conv3/Conv_output_0
404,             Add, 2, 1, /aggregation/fusions.6/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.6/branches.0.0/Add_output_0
405,            Relu, 1, 1, /aggregation/fusions.6/branches.0.0/Add_output_0, /aggregation/fusions.6/branches.0.0/relu_2/Relu_output_0
406,            Conv, 3, 1, /aggregation/fusions.6/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
407,            Conv, 3, 1, /aggregation/fusions.5/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
408,            Conv, 3, 1, /aggregation/fusions.5/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
409,             Add, 2, 1, /aggregation/fusions.5/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.5/Add_1_output_0
410,            Conv, 3, 1, /aggregation/fusions.5/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
411,   ConvTranspose, 3, 1, /aggregation/fusions.5/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.5/upsample2x_2/ConvTranspose_output_0
412,             Add, 2, 1, /aggregation/fusions.5/Add_1_output_0, /aggregation/fusions.5/Add_4_output_0
413,       LeakyRelu, 1, 1, /aggregation/fusions.5/Add_4_output_0, /aggregation/fusions.5/relu_1/LeakyRelu_output_0
414,            Conv, 3, 1, /aggregation/fusions.5/relu_1/LeakyRelu_output_0, /aggregation/fusions.6/branches.1.0/conv1/Conv_output_0
415,            Relu, 1, 1, /aggregation/fusions.6/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.6/branches.1.0/relu/Relu_output_0
416,            Conv, 3, 1, /aggregation/fusions.6/branches.1.0/relu/Relu_output_0, /aggregation/fusions.6/branches.1.0/conv2/Conv_output_0
417,            Relu, 1, 1, /aggregation/fusions.6/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.6/branches.1.0/relu_1/Relu_output_0
418,            Conv, 3, 1, /aggregation/fusions.6/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.6/branches.1.0/conv3/Conv_output_0
419,             Add, 2, 1, /aggregation/fusions.6/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.6/branches.1.0/Add_output_0
420,            Relu, 1, 1, /aggregation/fusions.6/branches.1.0/Add_output_0, /aggregation/fusions.6/branches.1.0/relu_2/Relu_output_0
421,            Conv, 3, 1, /aggregation/fusions.6/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
422,   ConvTranspose, 3, 1, /aggregation/fusions.6/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.6/upsample2x_1/ConvTranspose_output_0
423,             Add, 2, 1, /aggregation/fusions.6/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.6/Add_output_0
424,            Conv, 3, 1, /aggregation/fusions.5/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
425,       LeakyRelu, 1, 1, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
426,            Conv, 3, 1, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
427,            Conv, 3, 1, /aggregation/fusions.5/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
428,             Add, 2, 1, /aggregation/fusions.5/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.5/Add_2_output_0
429,            Conv, 3, 1, /aggregation/fusions.5/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.5/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
430,             Add, 2, 1, /aggregation/fusions.5/Add_2_output_0, /aggregation/fusions.5/Add_5_output_0
431,       LeakyRelu, 1, 1, /aggregation/fusions.5/Add_5_output_0, /aggregation/fusions.5/relu_2/LeakyRelu_output_0
432,            Conv, 3, 1, /aggregation/fusions.5/relu_2/LeakyRelu_output_0, /aggregation/fusions.6/branches.2.0/conv1/Conv_output_0
433,            Relu, 1, 1, /aggregation/fusions.6/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.6/branches.2.0/relu/Relu_output_0
434,            Conv, 3, 1, /aggregation/fusions.6/branches.2.0/relu/Relu_output_0, /aggregation/fusions.6/branches.2.0/conv2/Conv_output_0
435,            Relu, 1, 1, /aggregation/fusions.6/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.6/branches.2.0/relu_1/Relu_output_0
436,            Conv, 3, 1, /aggregation/fusions.6/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.6/branches.2.0/conv3/Conv_output_0
437,             Add, 2, 1, /aggregation/fusions.6/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.6/branches.2.0/Add_output_0
438,            Relu, 1, 1, /aggregation/fusions.6/branches.2.0/Add_output_0, /aggregation/fusions.6/branches.2.0/relu_2/Relu_output_0
439,            Conv, 3, 1, /aggregation/fusions.6/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
440,   ConvTranspose, 3, 1, /aggregation/fusions.6/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.6/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
441,   ConvTranspose, 3, 1, /aggregation/fusions.6/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.6/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
442,             Add, 2, 1, /aggregation/fusions.6/Add_output_0, /aggregation/fusions.6/Add_3_output_0
443,       LeakyRelu, 1, 1, /aggregation/fusions.6/Add_3_output_0, /aggregation/fusions.6/relu/LeakyRelu_output_0
444,            Conv, 3, 1, /aggregation/fusions.6/relu/LeakyRelu_output_0, /aggregation/fusions.7/branches.0.0/conv1/Conv_output_0
445,            Relu, 1, 1, /aggregation/fusions.7/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.7/branches.0.0/relu/Relu_output_0
446,            Conv, 3, 1, /aggregation/fusions.7/branches.0.0/relu/Relu_output_0, /aggregation/fusions.7/branches.0.0/conv2/Conv_output_0
447,            Relu, 1, 1, /aggregation/fusions.7/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.7/branches.0.0/relu_1/Relu_output_0
448,            Conv, 3, 1, /aggregation/fusions.7/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.7/branches.0.0/conv3/Conv_output_0
449,             Add, 2, 1, /aggregation/fusions.7/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.7/branches.0.0/Add_output_0
450,            Relu, 1, 1, /aggregation/fusions.7/branches.0.0/Add_output_0, /aggregation/fusions.7/branches.0.0/relu_2/Relu_output_0
451,            Conv, 3, 1, /aggregation/fusions.7/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
452,            Conv, 3, 1, /aggregation/fusions.6/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
453,            Conv, 3, 1, /aggregation/fusions.6/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
454,             Add, 2, 1, /aggregation/fusions.6/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.6/Add_1_output_0
455,            Conv, 3, 1, /aggregation/fusions.6/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
456,   ConvTranspose, 3, 1, /aggregation/fusions.6/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.6/upsample2x_2/ConvTranspose_output_0
457,             Add, 2, 1, /aggregation/fusions.6/Add_1_output_0, /aggregation/fusions.6/Add_4_output_0
458,       LeakyRelu, 1, 1, /aggregation/fusions.6/Add_4_output_0, /aggregation/fusions.6/relu_1/LeakyRelu_output_0
459,            Conv, 3, 1, /aggregation/fusions.6/relu_1/LeakyRelu_output_0, /aggregation/fusions.7/branches.1.0/conv1/Conv_output_0
460,            Relu, 1, 1, /aggregation/fusions.7/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.7/branches.1.0/relu/Relu_output_0
461,            Conv, 3, 1, /aggregation/fusions.7/branches.1.0/relu/Relu_output_0, /aggregation/fusions.7/branches.1.0/conv2/Conv_output_0
462,            Relu, 1, 1, /aggregation/fusions.7/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.7/branches.1.0/relu_1/Relu_output_0
463,            Conv, 3, 1, /aggregation/fusions.7/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.7/branches.1.0/conv3/Conv_output_0
464,             Add, 2, 1, /aggregation/fusions.7/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.7/branches.1.0/Add_output_0
465,            Relu, 1, 1, /aggregation/fusions.7/branches.1.0/Add_output_0, /aggregation/fusions.7/branches.1.0/relu_2/Relu_output_0
466,            Conv, 3, 1, /aggregation/fusions.7/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
467,   ConvTranspose, 3, 1, /aggregation/fusions.7/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.7/upsample2x_1/ConvTranspose_output_0
468,             Add, 2, 1, /aggregation/fusions.7/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.7/Add_output_0
469,            Conv, 3, 1, /aggregation/fusions.6/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
470,       LeakyRelu, 1, 1, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
471,            Conv, 3, 1, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
472,            Conv, 3, 1, /aggregation/fusions.6/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
473,             Add, 2, 1, /aggregation/fusions.6/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.6/Add_2_output_0
474,            Conv, 3, 1, /aggregation/fusions.6/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.6/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
475,             Add, 2, 1, /aggregation/fusions.6/Add_2_output_0, /aggregation/fusions.6/Add_5_output_0
476,       LeakyRelu, 1, 1, /aggregation/fusions.6/Add_5_output_0, /aggregation/fusions.6/relu_2/LeakyRelu_output_0
477,            Conv, 3, 1, /aggregation/fusions.6/relu_2/LeakyRelu_output_0, /aggregation/fusions.7/branches.2.0/conv1/Conv_output_0
478,            Relu, 1, 1, /aggregation/fusions.7/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.7/branches.2.0/relu/Relu_output_0
479,            Conv, 3, 1, /aggregation/fusions.7/branches.2.0/relu/Relu_output_0, /aggregation/fusions.7/branches.2.0/conv2/Conv_output_0
480,            Relu, 1, 1, /aggregation/fusions.7/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.7/branches.2.0/relu_1/Relu_output_0
481,            Conv, 3, 1, /aggregation/fusions.7/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.7/branches.2.0/conv3/Conv_output_0
482,             Add, 2, 1, /aggregation/fusions.7/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.7/branches.2.0/Add_output_0
483,            Relu, 1, 1, /aggregation/fusions.7/branches.2.0/Add_output_0, /aggregation/fusions.7/branches.2.0/relu_2/Relu_output_0
484,            Conv, 3, 1, /aggregation/fusions.7/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
485,   ConvTranspose, 3, 1, /aggregation/fusions.7/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.7/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
486,   ConvTranspose, 3, 1, /aggregation/fusions.7/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.7/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
487,             Add, 2, 1, /aggregation/fusions.7/Add_output_0, /aggregation/fusions.7/Add_3_output_0
488,       LeakyRelu, 1, 1, /aggregation/fusions.7/Add_3_output_0, /aggregation/fusions.7/relu/LeakyRelu_output_0
489,            Conv, 3, 1, /aggregation/fusions.7/relu/LeakyRelu_output_0, /aggregation/fusions.8/branches.0.0/conv1/Conv_output_0
490,            Relu, 1, 1, /aggregation/fusions.8/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.8/branches.0.0/relu/Relu_output_0
491,            Conv, 3, 1, /aggregation/fusions.8/branches.0.0/relu/Relu_output_0, /aggregation/fusions.8/branches.0.0/conv2/Conv_output_0
492,            Relu, 1, 1, /aggregation/fusions.8/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.8/branches.0.0/relu_1/Relu_output_0
493,            Conv, 3, 1, /aggregation/fusions.8/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.8/branches.0.0/conv3/Conv_output_0
494,             Add, 2, 1, /aggregation/fusions.8/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.8/branches.0.0/Add_output_0
495,            Relu, 1, 1, /aggregation/fusions.8/branches.0.0/Add_output_0, /aggregation/fusions.8/branches.0.0/relu_2/Relu_output_0
496,            Conv, 3, 1, /aggregation/fusions.8/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
497,            Conv, 3, 1, /aggregation/fusions.7/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
498,            Conv, 3, 1, /aggregation/fusions.7/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
499,             Add, 2, 1, /aggregation/fusions.7/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.7/Add_1_output_0
500,            Conv, 3, 1, /aggregation/fusions.7/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
501,   ConvTranspose, 3, 1, /aggregation/fusions.7/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.7/upsample2x_2/ConvTranspose_output_0
502,             Add, 2, 1, /aggregation/fusions.7/Add_1_output_0, /aggregation/fusions.7/Add_4_output_0
503,       LeakyRelu, 1, 1, /aggregation/fusions.7/Add_4_output_0, /aggregation/fusions.7/relu_1/LeakyRelu_output_0
504,            Conv, 3, 1, /aggregation/fusions.7/relu_1/LeakyRelu_output_0, /aggregation/fusions.8/branches.1.0/conv1/Conv_output_0
505,            Relu, 1, 1, /aggregation/fusions.8/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.8/branches.1.0/relu/Relu_output_0
506,            Conv, 3, 1, /aggregation/fusions.8/branches.1.0/relu/Relu_output_0, /aggregation/fusions.8/branches.1.0/conv2/Conv_output_0
507,            Relu, 1, 1, /aggregation/fusions.8/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.8/branches.1.0/relu_1/Relu_output_0
508,            Conv, 3, 1, /aggregation/fusions.8/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.8/branches.1.0/conv3/Conv_output_0
509,             Add, 2, 1, /aggregation/fusions.8/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.8/branches.1.0/Add_output_0
510,            Relu, 1, 1, /aggregation/fusions.8/branches.1.0/Add_output_0, /aggregation/fusions.8/branches.1.0/relu_2/Relu_output_0
511,            Conv, 3, 1, /aggregation/fusions.8/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
512,   ConvTranspose, 3, 1, /aggregation/fusions.8/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.8/upsample2x_1/ConvTranspose_output_0
513,             Add, 2, 1, /aggregation/fusions.8/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.8/Add_output_0
514,            Conv, 3, 1, /aggregation/fusions.7/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
515,       LeakyRelu, 1, 1, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
516,            Conv, 3, 1, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
517,            Conv, 3, 1, /aggregation/fusions.7/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
518,             Add, 2, 1, /aggregation/fusions.7/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.7/Add_2_output_0
519,            Conv, 3, 1, /aggregation/fusions.7/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.7/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
520,             Add, 2, 1, /aggregation/fusions.7/Add_2_output_0, /aggregation/fusions.7/Add_5_output_0
521,       LeakyRelu, 1, 1, /aggregation/fusions.7/Add_5_output_0, /aggregation/fusions.7/relu_2/LeakyRelu_output_0
522,            Conv, 3, 1, /aggregation/fusions.7/relu_2/LeakyRelu_output_0, /aggregation/fusions.8/branches.2.0/conv1/Conv_output_0
523,            Relu, 1, 1, /aggregation/fusions.8/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.8/branches.2.0/relu/Relu_output_0
524,            Conv, 3, 1, /aggregation/fusions.8/branches.2.0/relu/Relu_output_0, /aggregation/fusions.8/branches.2.0/conv2/Conv_output_0
525,            Relu, 1, 1, /aggregation/fusions.8/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.8/branches.2.0/relu_1/Relu_output_0
526,            Conv, 3, 1, /aggregation/fusions.8/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.8/branches.2.0/conv3/Conv_output_0
527,             Add, 2, 1, /aggregation/fusions.8/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.8/branches.2.0/Add_output_0
528,            Relu, 1, 1, /aggregation/fusions.8/branches.2.0/Add_output_0, /aggregation/fusions.8/branches.2.0/relu_2/Relu_output_0
529,            Conv, 3, 1, /aggregation/fusions.8/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
530,   ConvTranspose, 3, 1, /aggregation/fusions.8/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.8/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
531,   ConvTranspose, 3, 1, /aggregation/fusions.8/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.8/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
532,             Add, 2, 1, /aggregation/fusions.8/Add_output_0, /aggregation/fusions.8/Add_3_output_0
533,       LeakyRelu, 1, 1, /aggregation/fusions.8/Add_3_output_0, /aggregation/fusions.8/relu/LeakyRelu_output_0
534,            Conv, 3, 1, /aggregation/fusions.8/relu/LeakyRelu_output_0, /aggregation/fusions.9/branches.0.0/conv1/Conv_output_0
535,            Relu, 1, 1, /aggregation/fusions.9/branches.0.0/conv1/Conv_output_0, /aggregation/fusions.9/branches.0.0/relu/Relu_output_0
536,            Conv, 3, 1, /aggregation/fusions.9/branches.0.0/relu/Relu_output_0, /aggregation/fusions.9/branches.0.0/conv2/Conv_output_0
537,            Relu, 1, 1, /aggregation/fusions.9/branches.0.0/conv2/Conv_output_0, /aggregation/fusions.9/branches.0.0/relu_1/Relu_output_0
538,            Conv, 3, 1, /aggregation/fusions.9/branches.0.0/relu_1/Relu_output_0, /aggregation/fusions.9/branches.0.0/conv3/Conv_output_0
539,             Add, 2, 1, /aggregation/fusions.9/branches.0.0/conv3/Conv_output_0, /aggregation/fusions.9/branches.0.0/Add_output_0
540,            Relu, 1, 1, /aggregation/fusions.9/branches.0.0/Add_output_0, /aggregation/fusions.9/branches.0.0/relu_2/Relu_output_0
541,            Conv, 3, 1, /aggregation/fusions.9/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.9/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0
542,            Conv, 3, 1, /aggregation/fusions.8/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0
543,            Conv, 3, 1, /aggregation/fusions.8/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.1.1/fuse_layers.1.1.0/Conv_output_0
544,             Add, 2, 1, /aggregation/fusions.8/fuse_layers.1.0/fuse_layers.1.0.0/fuse_layers.1.0.0.0/Conv_output_0, /aggregation/fusions.8/Add_1_output_0
545,            Conv, 3, 1, /aggregation/fusions.8/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0
546,   ConvTranspose, 3, 1, /aggregation/fusions.8/fuse_layers.1.2/fuse_layers.1.2.0/Conv_output_0, /aggregation/fusions.8/upsample2x_2/ConvTranspose_output_0
547,             Add, 2, 1, /aggregation/fusions.8/Add_1_output_0, /aggregation/fusions.8/Add_4_output_0
548,       LeakyRelu, 1, 1, /aggregation/fusions.8/Add_4_output_0, /aggregation/fusions.8/relu_1/LeakyRelu_output_0
549,            Conv, 3, 1, /aggregation/fusions.8/relu_1/LeakyRelu_output_0, /aggregation/fusions.9/branches.1.0/conv1/Conv_output_0
550,            Relu, 1, 1, /aggregation/fusions.9/branches.1.0/conv1/Conv_output_0, /aggregation/fusions.9/branches.1.0/relu/Relu_output_0
551,            Conv, 3, 1, /aggregation/fusions.9/branches.1.0/relu/Relu_output_0, /aggregation/fusions.9/branches.1.0/conv2/Conv_output_0
552,            Relu, 1, 1, /aggregation/fusions.9/branches.1.0/conv2/Conv_output_0, /aggregation/fusions.9/branches.1.0/relu_1/Relu_output_0
553,            Conv, 3, 1, /aggregation/fusions.9/branches.1.0/relu_1/Relu_output_0, /aggregation/fusions.9/branches.1.0/conv3/Conv_output_0
554,             Add, 2, 1, /aggregation/fusions.9/branches.1.0/conv3/Conv_output_0, /aggregation/fusions.9/branches.1.0/Add_output_0
555,            Relu, 1, 1, /aggregation/fusions.9/branches.1.0/Add_output_0, /aggregation/fusions.9/branches.1.0/relu_2/Relu_output_0
556,            Conv, 3, 1, /aggregation/fusions.9/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.9/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0
557,   ConvTranspose, 3, 1, /aggregation/fusions.9/fuse_layers.0.1/fuse_layers.0.1.0/Conv_output_0, /aggregation/fusions.9/upsample2x_1/ConvTranspose_output_0
558,             Add, 2, 1, /aggregation/fusions.9/fuse_layers.0.0/fuse_layers.0.0.0/Conv_output_0, /aggregation/fusions.9/Add_output_0
559,            Conv, 3, 1, /aggregation/fusions.8/branches.0.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0
560,       LeakyRelu, 1, 1, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.0/Conv_output_0, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0
561,            Conv, 3, 1, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.0/fuse_layers.2.0.0.2/LeakyRelu_output_0, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0
562,            Conv, 3, 1, /aggregation/fusions.8/branches.1.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.2.1/fuse_layers.2.1.0/fuse_layers.2.1.0.0/Conv_output_0
563,             Add, 2, 1, /aggregation/fusions.8/fuse_layers.2.0/fuse_layers.2.0.1/fuse_layers.2.0.1.0/Conv_output_0, /aggregation/fusions.8/Add_2_output_0
564,            Conv, 3, 1, /aggregation/fusions.8/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.8/fuse_layers.2.2/fuse_layers.2.2.0/Conv_output_0
565,             Add, 2, 1, /aggregation/fusions.8/Add_2_output_0, /aggregation/fusions.8/Add_5_output_0
566,       LeakyRelu, 1, 1, /aggregation/fusions.8/Add_5_output_0, /aggregation/fusions.8/relu_2/LeakyRelu_output_0
567,            Conv, 3, 1, /aggregation/fusions.8/relu_2/LeakyRelu_output_0, /aggregation/fusions.9/branches.2.0/conv1/Conv_output_0
568,            Relu, 1, 1, /aggregation/fusions.9/branches.2.0/conv1/Conv_output_0, /aggregation/fusions.9/branches.2.0/relu/Relu_output_0
569,            Conv, 3, 1, /aggregation/fusions.9/branches.2.0/relu/Relu_output_0, /aggregation/fusions.9/branches.2.0/conv2/Conv_output_0
570,            Relu, 1, 1, /aggregation/fusions.9/branches.2.0/conv2/Conv_output_0, /aggregation/fusions.9/branches.2.0/relu_1/Relu_output_0
571,            Conv, 3, 1, /aggregation/fusions.9/branches.2.0/relu_1/Relu_output_0, /aggregation/fusions.9/branches.2.0/conv3/Conv_output_0
572,             Add, 2, 1, /aggregation/fusions.9/branches.2.0/conv3/Conv_output_0, /aggregation/fusions.9/branches.2.0/Add_output_0
573,            Relu, 1, 1, /aggregation/fusions.9/branches.2.0/Add_output_0, /aggregation/fusions.9/branches.2.0/relu_2/Relu_output_0
574,            Conv, 3, 1, /aggregation/fusions.9/branches.2.0/relu_2/Relu_output_0, /aggregation/fusions.9/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0
575,   ConvTranspose, 3, 1, /aggregation/fusions.9/fuse_layers.0.2/fuse_layers.0.2.0/Conv_output_0, /aggregation/fusions.9/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0
576,   ConvTranspose, 3, 1, /aggregation/fusions.9/upsample4x_1/upsample4x_1.0/ConvTranspose_output_0, /aggregation/fusions.9/upsample4x_1/upsample4x_1.1/ConvTranspose_output_0
577,             Add, 2, 1, /aggregation/fusions.9/Add_output_0, /aggregation/fusions.9/Add_1_output_0
578,       LeakyRelu, 1, 1, /aggregation/fusions.9/Add_1_output_0, /aggregation/fusions.9/relu/LeakyRelu_output_0
579,            Conv, 3, 1, /aggregation/fusions.9/relu/LeakyRelu_output_0, /aggregation/final_conv.0/Conv_output_0
580,             Add, 2, 1, /aggregation/final_conv.0/Conv_output_0, /disparity_estimations.0/Add_output_0
581,            Relu, 1, 1, /disparity_estimations.0/Add_output_0, /disparity_estimations.0/Relu_output_0
582,             Mul, 2, 1, /disparity_estimations.0/Relu_output_0, /disparity_estimations.0/Mul_output_0
583,             Add, 2, 1, /disparity_estimations.0/Mul_output_0, /disparity_estimations.0/Add_1_output_0
584,            Conv, 2, 1, /disparity_estimations.0/Add_1_output_0, /disparity_estimations.0/Conv_output_0
585,             Div, 2, 1, /disparity_estimations.0/Add_1_output_0, /disparity_estimations.0/Div_output_0
586,            Conv, 2, 1, /disparity_estimations.0/Div_output_0, /disparity_estimations.0/Conv_1_output_0
587,   ConvTranspose, 3, 1, /disparity_estimations.0/Conv_1_output_0, /refinement.0/upsample/upsample.0/ConvTranspose_output_0
588,   ConvTranspose, 3, 1, /refinement.0/upsample/upsample.0/ConvTranspose_output_0, /refinement.0/upsample/upsample.1/ConvTranspose_output_0
589,             Mul, 2, 1, /refinement.0/upsample/upsample.1/ConvTranspose_output_0, /refinement.0/Mul_output_0
590,          Concat, 2, 1, /refinement.0/Mul_output_0, /refinement.0/Concat_output_0
591,            Conv, 3, 1, /refinement.0/Concat_output_0, /refinement.0/conv/Conv_output_0
592,            Conv, 3, 1, /refinement.0/conv/Conv_output_0, /refinement.0/dilated_blocks/dilated_blocks.0/conv1/Conv_output_0
593,            Relu, 1, 1, /refinement.0/dilated_blocks/dilated_blocks.0/conv1/Conv_output_0, /refinement.0/dilated_blocks/dilated_blocks.0/relu/Relu_output_0
594,            Conv, 3, 1, /refinement.0/dilated_blocks/dilated_blocks.0/relu/Relu_output_0, /refinement.0/dilated_blocks/dilated_blocks.0/conv2/Conv_output_0
595,             Add, 2, 1, /refinement.0/dilated_blocks/dilated_blocks.0/conv2/Conv_output_0, /refinement.0/dilated_blocks/dilated_blocks.0/Add_output_0
596,            Relu, 1, 1, /refinement.0/dilated_blocks/dilated_blocks.0/Add_output_0, /refinement.0/dilated_blocks/dilated_blocks.0/relu_1/Relu_output_0
597,            Conv, 3, 1, /refinement.0/dilated_blocks/dilated_blocks.0/relu_1/Relu_output_0, /refinement.0/final_conv/Conv_output_0
598,             Add, 2, 1, /refinement.0/Mul_output_0, /refinement.0/Add_output_0
599,            Relu, 1, 1, /refinement.0/Add_output_0, disp5

Input tensor name -  image2 

Input tensor name -  image1 
Output tensor name - disp5 
~~~~~~~~~~~~~~~~~ infer image ~~~~~~~~~~~~~~~~~
模型输入节点数量 input size : 2
当前输入节点:  image1
当前输入节点:  image2
 Graph Domain TO version : 18In TIDL_onnxRtImportInit subgraph_name=disp5
Layer 0, subgraph id disp5, name=disp5
Layer 1, subgraph id disp5, name=image2
Layer 2, subgraph id disp5, name=image1
In TIDL_runtimesOptimizeNet: LayerIndex = 603, dataIndex = 602 

 ************** Frame index 1 : Running float import ************* 
In TIDL_runtimesPostProcessNet 
In TIDL_runtimesPostProcessNet 1
In TIDL_runtimesPostProcessNet 2
In TIDL_runtimesPostProcessNet 3
Warning: FFFFFF is not a known color.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_3/up_conv/up_conv.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_2/up_conv/up_conv.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_3/up_conv/up_conv.0_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_2/up_conv/up_conv.0_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /refinement.0/upsample/upsample.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /refinement.0/upsample/upsample.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
****************************************************
**         45 WARNINGS          0 ERRORS          **
****************************************************
In TIDL_runtimesPostProcessNet 4
************ in TIDL_subgraphRtCreate ************ 
The soft limit is 2048
The hard limit is 2048
MEM: Init ... !!!
MEM: Init ... Done !!!
 0.0s:  VX_ZONE_INIT:Enabled
 0.3s:  VX_ZONE_ERROR:Enabled
 0.6s:  VX_ZONE_WARNING:Enabled
 0.1166s:  VX_ZONE_INIT:[tivxInit:185] Initialization Done !!!
 0.6535s:  VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120
 0.6553s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL
 0.6599s:  VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1
 0.6604s:  VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.
 0.6607s:  VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
 0.6608s:  VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core
 0.6610s:  VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
 0.6612s:  VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!
 0.6615s:  VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed
 0.6617s:  VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed
TIDL_RT_OVX: ERROR: Verifying TIDL graph ... Failed !!!
TIDL_RT_OVX: ERROR: Verify OpenVX graph failed
************ TIDL_subgraphRtCreate done ************ 
2024-04-22 06:22:14.865456099 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,1,320,640} does not match actual shape of {1,1,1,1,320,640} for output disp5
 *******   In TIDL_subgraphRtInvoke  ******** 
 0.11067s:  VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120
 0.11081s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL
 0.11149s:  VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1
 0.11154s:  VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.
 0.11156s:  VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
 0.11158s:  VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core
 0.11160s:  VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
 0.11162s:  VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!
 0.11165s:  VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed
 0.11167s:  VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed
 0.11179s:  VX_ZONE_ERROR:[ownGraphScheduleGraphWrapper:803] graph is not in a state required to be scheduled
 0.11180s:  VX_ZONE_ERROR:[vxProcessGraph:738] schedule graph failed
 0.11182s:  VX_ZONE_ERROR:[vxProcessGraph:743] wait graph failed
ERROR: Running TIDL graph ... Failed !!!
Sub Graph Stats 567.000000 1309.000000 0.000000 
*******  TIDL_subgraphRtInvoke done  ******** 

**********  Frame Index 1 : Running float inference **********
~~~~~~~~~~~~~~~~~ infer image ~~~~~~~~~~~~~~~~~
模型输入节点数量 input size : 2
当前输入节点:  image1
当前输入节点:  image2
2024-04-22 06:22:14.925496721 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,1,320,640} does not match actual shape of {1,1,1,1,320,640} for output disp5
 Graph Domain TO version : 18*******   In TIDL_subgraphRtInvoke  ******** 
 0.70977s:  VX_ZONE_ERROR:[tivxAlgiVisionCreate:363] Calling ialg.algAlloc failed with status = -1120
 0.70997s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:912] tivxAlgiVisionCreate returned NULL
 0.71066s:  VX_ZONE_ERROR:[ownContextSendCmd:822] Command ack message returned failure cmd_status: -1
 0.71072s:  VX_ZONE_ERROR:[ownContextSendCmd:862] tivxEventWait() failed.
 0.71074s:  VX_ZONE_ERROR:[ownNodeKernelInit:584] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
 0.71075s:  VX_ZONE_ERROR:[ownNodeKernelInit:585] Please be sure the target callbacks have been registered for this core
 0.71076s:  VX_ZONE_ERROR:[ownNodeKernelInit:586] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
 0.71078s:  VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:2:1 ... failed !!!
 0.71080s:  VX_ZONE_ERROR:[vxVerifyGraph:2059] Node kernel init failed
 0.71081s:  VX_ZONE_ERROR:[vxVerifyGraph:2113] Graph verify failed
 0.71094s:  VX_ZONE_ERROR:[ownGraphScheduleGraphWrapper:803] graph is not in a state required to be scheduled
 0.71096s:  VX_ZONE_ERROR:[vxProcessGraph:738] schedule graph failed
 0.71098s:  VX_ZONE_ERROR:[vxProcessGraph:743] wait graph failed
ERROR: Running TIDL graph ... Failed !!!
Sub Graph Stats 543.000000 1357.000000 0.000000 
*******  TIDL_subgraphRtInvoke done  ******** 

**********  Frame Index 2 : Running fixed point mode for calibration **********
In TIDL_runtimesPostProcessNet 
In TIDL_runtimesPostProcessNet 1
In TIDL_runtimesPostProcessNet 2
In TIDL_runtimesPostProcessNet 3
Asymmetric quantization with calib = 4
Empty prototxt path, running calibration

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 0 started ************************ 
 
 
 
Empty prototxt path, running calibration

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 0 completed ************************ 
 
 
 

 
 
 *****************   Calibration iteration number 1 started ************************ 
 
 
 
Empty prototxt path, running calibration
B=-117551423631466643661210517504.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=-58775711815733321830605258752.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=-29387855907866660915302629376.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=-14693927953933330457651314688.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=-7346963976966665228825657344.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=-3673481988483332614412828672.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=-1836740994241666307206414336.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=-918370497120833153603207168.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=-925601760877690107568586752.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=-1926851637734465806074214998867968.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=-963425818867232903037107499433984.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=-481712909433616451518553749716992.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=-240856454716808225759276874858496.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=-120428227358404112879638437429248.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=-60214113679202056439819218714624.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=-30107056839601028219909609357312.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=-15053528419800514109954804678656.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=-15172060139641463039954448809984.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=-493920863291278511498218392518656.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=-246960431645639255749109196259328.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=-123480215822819627874554598129664.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=-61740107911409813937277299064832.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=-30870053955704906968638649532416.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=-15435026977852453484319324766208.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=-7717513488926226742159662383104.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=-3858756744463113371079831191552.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=-3889140655836838673214318051328.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=117624863735185919833265930240.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=58812431867592959916632965120.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=29406215933796479958316482560.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=14703107966898239979158241280.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=7351553983449119989579120640.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=3675776991724559994789560320.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=1837888495862279997394780160.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=918944247931139998697390080.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=926180029410912754592645120.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=123460026157169153760022417637376.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=61730013078584576880011208818688.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=30865006539292288440005604409344.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=15432503269646144220002802204672.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=7716251634823072110001401102336.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=3858125817411536055000700551168.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=1929062908705768027500350275584.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=964531454352884013750175137792.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=972126190213930344567105650688.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=119956466649100757892592054566912.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=59978233324550378946296027283456.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=29989116662275189473148013641728.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=14994558331137594736574006820864.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=7497279165568797368287003410432.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=3748639582784398684143501705216.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=1874319791392199342071750852608.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=937159895696099671035875426304.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=944539107473234314114898067456.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=-117624423300724415944011546624.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=-58812211650362207972005773312.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=-29406105825181103986002886656.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
B=-14703052912590551993001443328.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 15.875000 | scaleW = 15.875000
B=-7351526456295275996500721664.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.937500 | scaleW = 7.937500
B=-3675763228147637998250360832.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.968750 | scaleW = 3.968750
B=-1837881614073818999125180416.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.984375 | scaleW = 1.984375
B=-918940807036909499562590208.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 0.992188 | scaleW = 0.992188
B=-926176561423026897196941312.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=-123342477010677562551363096805376.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 127.000000 | scaleW = 127.000000
B=-61671238505338781275681548402688.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 63.500000 | scaleW = 63.500000
B=-30835619252669390637840774201344.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 31.750000 | scaleW = 31.750000
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~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 1 completed ************************ 
 
 
 

 
 
 *****************   Calibration iteration number 2 started ************************ 
 
 
 
Empty prototxt path, running calibration
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~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 2 completed ************************ 
 
 
 

 
 
 *****************   Calibration iteration number 3 started ************************ 
 
 
 
Empty prototxt path, running calibration
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~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 3 completed ************************ 
 
 
 

 
 
 *****************   Calibration iteration number 4 started ************************ 
 
 
 
Empty prototxt path, running calibration
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~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~

Processing config file #0 : /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_io_.qunat_stats_config.txt 
Error at line:  1167 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_rt.c, of function : TIDLRT_create 
Invalid Error Type!
Error at line:   527 : in file /ti/SDK_9_1/J721E/ti-processor-sdk-rtos-j721e-evm-09_01_00_06/c7x-mma-tidl/ti_dl/test/src/pc_linux/../tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

 
 
 *****************   Calibration iteration number 4 completed ************************ 
 
 
 
Empty prototxt path, running calibration
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ScaleX = 1.000000 | scaleW = 2.612245 | scaleW = 2.612245
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ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=16395219278588377451986944.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 935.727661 | scaleW = 935.727661
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ScaleX = 1.000000 | scaleW = 467.863831 | scaleW = 467.863831
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ScaleX = 1.000000 | scaleW = 233.931915 | scaleW = 233.931915
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ScaleX = 1.000000 | scaleW = 116.965958 | scaleW = 116.965958
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ScaleX = 1.000000 | scaleW = 29.241489 | scaleW = 29.241489
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ScaleX = 1.000000 | scaleW = 14.620745 | scaleW = 14.620745
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ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=4364045996556119072651637424128.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 942.964050 | scaleW = 942.964050
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ScaleX = 1.000000 | scaleW = 471.482025 | scaleW = 471.482025
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ScaleX = 1.000000 | scaleW = 235.741013 | scaleW = 235.741013
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ScaleX = 1.000000 | scaleW = 117.870506 | scaleW = 117.870506
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ScaleX = 1.000000 | scaleW = 58.935253 | scaleW = 58.935253
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ScaleX = 1.000000 | scaleW = 29.467627 | scaleW = 29.467627
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ScaleX = 1.000000 | scaleW = 14.733813 | scaleW = 14.733813
B=34094109348094680255090917376.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.366907 | scaleW = 7.366907
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ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=8221752160641514441365820629057536.000000 C=0.000000 D=-0.000000
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ScaleX = 1.000000 | scaleW = 211.406448 | scaleW = 211.406448
B=2055438040160378610341455157264384.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 105.703224 | scaleW = 105.703224
B=1027719020080189305170727578632192.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 52.851612 | scaleW = 52.851612
B=513859510040094652585363789316096.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 26.425806 | scaleW = 26.425806
B=256929755020047326292681894658048.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 13.212903 | scaleW = 13.212903
B=128464877510023663146340947329024.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 6.606452 | scaleW = 6.606452
B=64232438755011831573170473664512.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 3.303226 | scaleW = 3.303226
B=19445367500037795402818315616256.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=1630542140586476961792.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 370.259888 | scaleW = 370.259888
B=815271070293238480896.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 185.129944 | scaleW = 185.129944
B=407635535146619240448.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 92.564972 | scaleW = 92.564972
B=203817767573309620224.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 46.282486 | scaleW = 46.282486
B=101908883786654810112.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 23.141243 | scaleW = 23.141243
B=50954441893327405056.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 11.570621 | scaleW = 11.570621
B=25477220946663702528.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 5.785311 | scaleW = 5.785311
B=12738610473331851264.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 2.892655 | scaleW = 2.892655
Debug: numBiasBits = 62 numReductions = 8
B=1076208022792005721991938048000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 232.397156 | scaleW = 232.397156
B=538104011396002860995969024000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 116.198578 | scaleW = 116.198578
B=269052005698001430497984512000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 58.099289 | scaleW = 58.099289
B=134526002849000715248992256000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 29.049644 | scaleW = 29.049644
B=67263001424500357624496128000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 14.524822 | scaleW = 14.524822
B=33631500712250178812248064000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 7.262411 | scaleW = 7.262411
B=16815750356125089406124032000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 3.631206 | scaleW = 3.631206
B=8407875178062544703062016000.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.815603 | scaleW = 1.815603
B=4630900147054563772963225600.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=1273754408098793761715040246824960.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 262.055359 | scaleW = 262.055359
B=636877204049396880857520123412480.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 131.027679 | scaleW = 131.027679
B=318438602024698440428760061706240.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 65.513840 | scaleW = 65.513840
B=159219301012349220214380030853120.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 32.756920 | scaleW = 32.756920
B=79609650506174610107190015426560.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 16.378460 | scaleW = 16.378460
B=39804825253087305053595007713280.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 8.189230 | scaleW = 8.189230
B=19902412626543652526797503856640.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 4.094615 | scaleW = 4.094615
B=9951206313271826263398751928320.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 2.047307 | scaleW = 2.047307
B=4860631026627515448749851672576.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=37460164039968183406248434073600.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 2166.632080 | scaleW = 2166.632080
B=18730082019984091703124217036800.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 1083.316040 | scaleW = 1083.316040
B=9365041009992045851562108518400.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 541.658020 | scaleW = 541.658020
B=4682520504996022925781054259200.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 270.829010 | scaleW = 270.829010
B=2341260252498011462890527129600.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 135.414505 | scaleW = 135.414505
B=1170630126249005731445263564800.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 67.707253 | scaleW = 67.707253
B=585315063124502865722631782400.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 33.853626 | scaleW = 33.853626
B=292657531562251432861315891200.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 16.926813 | scaleW = 16.926813
B=17289582474296898057303752704.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8
B=164989935116657278689034895980756992.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 2165.131104 | scaleW = 2165.131104
B=82494967558328639344517447990378496.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 1082.565552 | scaleW = 1082.565552
B=41247483779164319672258723995189248.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 541.282776 | scaleW = 541.282776
B=20623741889582159836129361997594624.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 270.641388 | scaleW = 270.641388
B=10311870944791079918064680998797312.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 135.320694 | scaleW = 135.320694
B=5155935472395539959032340499398656.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 67.660347 | scaleW = 67.660347
B=2577967736197769979516170249699328.000000 C=0.000000 D=-0.000000
ScaleX = 1.000000 | scaleW = 33.830173 | scaleW = 33.830173
B=1288983868098884989758085124849664.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 16.915087 | scaleW = 16.915087
B=76203207671237726306660952047616.000000 C=0.000000 D=0.000000
ScaleX = 1.000000 | scaleW = 1.000000 | scaleW = 1.000000
Debug: numBiasBits = 64 numReductions = 8

------------------ Network Compiler Traces -----------------------------
Segmentation fault (core dumped)
Could not open /home/root/metoak-demo/out/model-artifacts/metoak-mostereonet-aanet/tempDir/disp5_tidl_net/perfSimInfo.bin
Warning: FFFFFF is not a known color.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_3/up_conv/up_conv.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_2/up_conv/up_conv.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_3/up_conv/up_conv.0_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /feature_extractor/up_2/up_conv/up_conv.0_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.0/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.1/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.2/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.3/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.4/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.5/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.6/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.7/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.8/upsample2x_2/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample2x_1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample4x_1/upsample4x_1.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /aggregation/fusions.9/upsample4x_1/upsample4x_1.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /refinement.0/upsample/upsample.0/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
SUGGESTION: [TIDL_Deconv2DLayer] /refinement.0/upsample/upsample.1/ConvTranspose Please change to Upsample/Resize if possible. Upsample/Resize will be more efficient.
TIDL ALLOWLISTING LAYER CHECK: TIDL_E_QUANT_STATS_NOT_AVAILABLE] tidl_quant_stats_tool.out fails to collect dynamic range. Please look into quant stats log. This model will get fault on target.
WARNING: [TIDL_E_DATAFLOW_INFO_NULL] Network compiler returned with error or didn't executed, this model can only be used on PC/Host emulation mode, it is not expected to work on target/EVM.
****************************************************
**         46 WARNINGS          1 ERRORS          **
****************************************************
In TIDL_runtimesPostProcessNet 4

Completed_Model:    1,
Name:               metoak-mostereonet-aanet                          , 
Total time:      1844.75, 
Offload Time:       1.33 , 
DDR RW MBs:         0, 
Output File :       py_out_metoak-mostereonet-aanet_155362886424889300.jpg 

************ in TIDL_subgraphRtDelete ************ 
 MEM: Deinit ... !!!
MEM: Alloc's: 14 alloc's of 12462712 bytes 
MEM: Free's : 14 free's  of 12462712 bytes 
MEM: Open's : 0 allocs  of 0 bytes 
MEM: Deinit ... Done !!!

over 1 year ago

0 Adam Hua over 1 year ago

TI__Expert 5095 points

Hi,

The problem may comes from this log:

Can you change the dimension of your node to 6 by adding empty dimensions to it? The dimension of the output tensor is always 6 in tidl. Also, can you check if the demo runs without error in current environment?

Regards,

Adam

0 ?? ? over 1 year ago in reply to Adam Hua

Prodigy 30 points

I create a simple model, which will also have the same warning, but it can run normally

0 ?? ? over 1 year ago in reply to Adam Hua

Prodigy 30 points

the demo can run successfully and obtain the correct results

0 Mu Chen over 1 year ago in reply to Adam Hua

Prodigy 40 points

Hi, we have added 2 empty dimensions to model's output node but the same warnings and errors still occur. As for the warning message, the expected shape of output is now a 6D tensor and the actual shape of the output is 8D.

**********  Frame Index 1 : Running float inference **********
2024-04-22 10:52:39.330752949 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,1,1,1,320,640} does not match actual shape of {1,1,1,1,1,1,320,640} for output disp5

Processors

Processors forum

TDA4VM: “ERROR: Verifying TIDL graph ... Failed !!!” When compiling the model