TDA4VM: How to clear the allocated memory in TIDL or C7x without restarting the board

Kevin Peng

Part Number: TDA4VM

Hi TI Experts,

Customer is working on TDA4VM SDK8.6.

When they are running C7x applications, if they exit the first run and rerun the application, it will have the below error.

Processing config file #0 : infer_config.txt 
APP: Init ... !!!
MEM: Init ... !!!
MEM: Initialized DMA HEAP (fd=4) !!!
MEM: Init ... Done !!!
IPC: Init ... !!!
IPC: Init ... Done !!!
REMOTE_SERVICE: Init ... !!!
REMOTE_SERVICE: Init ... Done !!!
  2429.291504 s: GTC Frequency = 200 MHz
APP: Init ... Done !!!
  2429.292035 s:  VX_ZONE_INIT:Enabled
  2429.292102 s:  VX_ZONE_ERROR:Enabled
  2429.292154 s:  VX_ZONE_WARNING:Enabled
  2429.293350 s:  VX_ZONE_INIT:[tivxInitLocal:130] Initialization Done !!!
  2429.293728 s:  VX_ZONE_INIT:[tivxHostInitLocal:93] Initialization Done for HOST !!!
  2429.339047 s:  VX_ZONE_ERROR:[ownContextSendCmd:799] Command ack message returned failure cmd_status: -1
  2429.339074 s:  VX_ZONE_ERROR:[ownContextSendCmd:835] tivxEventWait() failed.
  2429.339086 s:  VX_ZONE_ERROR:[ownNodeKernelInit:527] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
  2429.339094 s:  VX_ZONE_ERROR:[ownNodeKernelInit:528] Please be sure the target callbacks have been registered for this core
  2429.339100 s:  VX_ZONE_ERROR:[ownNodeKernelInit:529] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
  2429.339109 s:  VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:1:1 ... failed !!!
  2429.339127 s:  VX_ZONE_ERROR:[vxVerifyGraph:2055] Node kernel init failed
  2429.339136 s:  VX_ZONE_ERROR:[vxVerifyGraph:2109] Graph verify failed
TIDL_RT_OVX: ERROR: Verifying TIDL graph ... Failed !!!
TIDL_RT_OVX: ERROR: Verify OpenVX graph failed
Error at line:   506 : in file /home/yuming/Projects/TDA4VM/ti-processor-sdk-rtos-j721e-evm-08_06_00_12/tidl_j721e_08_06_00_10/arm-tidl/rt/test/armv8/../src/tidl_tb.c, of function : tidlMultiInstanceTest 
Invalid Error Type!

We have followed the below FAQ to find out the root cause for the problem, and the log is provided below.

https://e2e.ti.com/support/processors-group/processors/f/processors-forum/1227571/faq-sk-tda4vm-error-while-running-custom-compiled-model?tisearch=e2e-sitesearch&keymatch=faq%3Atrue

[C7x_1 ] 676768.300111 s: PREEMPTION: Requesting memory of size 128 for targetPriority = 512
[C7x_1 ] 676768.300256 s: min(FM):        0, max(FM): 18300686, min(WT): 18300800, max(WT): 32063360
[C7x_1 ] 676768.300277 s: 
[C7x_1 ] 676768.300295 s: --------------------------------------------
[C7x_1 ] 676768.300319 s: TIDL Memory size requiement (record wise):
[C7x_1 ] 676768.300349 s: MemRecNum   , Space       , Attribute   , Size(KBytes) 
[C7x_1 ] 676768.300946 s: 
[C7x_1 ] 689761.121186 s:  VX_ZONE_ERROR:[tivxAlgiVisionAllocMem:194] Failed to Allocate memory record 5 @ space = 17 and size = 5743728 !!! 
[C7x_1 ] 689761.121214 s:  VX_ZONE_ERROR:[tivxAlgiVisionCreate:358] tivxAlgiVisionAllocMem Failed
[C7x_1 ] 689761.121238 s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:720] tivxAlgiVisionCreate returned NULL

Based on the above log, it shows that the problem is about the memory allocation.

We found out that if we restart the board and give it a fresh run, then there will be no problem.

The problem only happens when we exit the current run, and rerun the application.

Hence this may due to the previous allocated memory is not clean, and the next rerun does not have the sufficient memory.

Although restarting the board could solve this problem, but it is not very convenient.

May I know if there are any other suggested methods that could clean the memory without restarting the board?

Thanks a lot!

Kevin

over 2 years ago

0 Kevin Peng over 2 years ago

TI__Expert 4198 points

Hi TI Experts,

After solving the memory allocation problem through restarting the EVM, there is another problem shown below.

[C7x_1 ] 699988.493474 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[x] C7X_1[s] 
[C7x_1 ] 699988.493936 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[P] C7X_1[s] 
[C7x_1 ] 699988.512075 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[s] 
[C7x_1 ] 699988.554638 s: IPC: Echo status: mpu1_0[x] mcu2_0[P] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[s] 
[C7x_1 ] 700090.741527 s:  VX_ZONE_ERROR:[tivxAlgiVisionCreate:335] Calling ialg.algInit failed with status = 1
[C7x_1 ] 700090.741574 s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:720] tivxAlgiVisionCreate returned NULL

I think normally this problem should relate to the model, but seeing from customers' model compilation log, there seems no error shown below.

ONNX Model (Proto) File  : /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1109/seg.onnx  
TIDL Network File      : /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin  
TIDL IO Info File      : /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_io_  
Current ONNX OpSet Version   : 11  
Running tidl_optimizeNet 
printing Current net
    0|TIDL_DataLayer                |                                                  |input.1_original                                  |    0|    0|
    1|TIDL_BatchNormLayer           |input.1_original                                  |input.1                                           |    0|    1|
    2|TIDL_ConvolutionLayer         |input.1                                           |/backend/conv1/conv1.0/Conv_output_0              |    1|    2|
    3|TIDL_ReLULayer                |/backend/conv1/conv1.0/Conv_output_0              |/backend/conv1/conv1.2/Relu_output_0              |    2|    3|
    4|TIDL_ConvolutionLayer         |/backend/conv1/conv1.2/Relu_output_0              |/backend/conv1/conv1.3/Conv_output_0              |    3|    4|
    5|TIDL_ReLULayer                |/backend/conv1/conv1.3/Conv_output_0              |/backend/conv1/conv1.5/Relu_output_0              |    4|    5|
    6|TIDL_ConvolutionLayer         |/backend/conv1/conv1.5/Relu_output_0              |/backend/layer1/layer1.0/conv0/conv0.0/Conv_output_0|    5|    6|
    7|TIDL_ReLULayer                |/backend/layer1/layer1.0/conv0/conv0.0/Conv_output_0|/backend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|    6|    7|
    8|TIDL_SliceLayer               |/backend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|/backend/layer1/layer1.0/Split_output_0           |    7|    8|
    9|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/Split_output_0           |/backend/layer1/layer1.0/conv1/conv1.0/Conv_output_0|    8|   12|
   10|TIDL_ReLULayer                |/backend/layer1/layer1.0/conv1/conv1.0/Conv_output_0|/backend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|   12|   13|
   11|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|/backend/layer1/layer1.0/Add_output_0             |   13|   14|
   12|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/Add_output_0             |/backend/layer1/layer1.0/conv2/conv2.0/Conv_output_0|   14|   15|
   13|TIDL_ReLULayer                |/backend/layer1/layer1.0/conv2/conv2.0/Conv_output_0|/backend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|   15|   16|
   14|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|/backend/layer1/layer1.0/Add_1_output_0           |   16|   17|
   15|TIDL_PoolingLayer             |/backend/layer1/layer1.0/Add_1_output_0           |/backend/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|   17|   18|
   16|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|/backend/layer1/layer1.0/conv3/conv3.1/Conv_output_0|   18|   19|
   17|TIDL_ReLULayer                |/backend/layer1/layer1.0/conv3/conv3.1/Conv_output_0|/backend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|   19|   20|
   18|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|/backend/layer1/layer1.0/Add_2_output_0           |   20|   21|
   19|TIDL_PoolingLayer             |/backend/layer1/layer1.0/Add_2_output_0           |/backend/layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|   21|   22|
   20|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|/backend/layer1/layer1.0/conv4/conv4.1/Conv_output_0|   22|   23|
   21|TIDL_ReLULayer                |/backend/layer1/layer1.0/conv4/conv4.1/Conv_output_0|/backend/layer1/layer1.0/conv4/conv4.3/Relu_output_0|   23|   24|
   22|TIDL_ConcatLayer              |/backend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|/backend/layer1/layer1.0/Concat_output_0          |   13|   25|
   23|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/Concat_output_0          |/backend/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|   25|   26|
   24|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|/backend/layer1/layer1.0/Add_3_output_0           |   26|   27|
   25|TIDL_ReLULayer                |/backend/layer1/layer1.0/Add_3_output_0           |/backend/layer1/layer1.0/relu/Relu_output_0       |   27|   28|
   26|TIDL_ConvolutionLayer         |/backend/layer1/layer1.0/relu/Relu_output_0       |/backend/layer1/layer1.1/conv0/conv0.0/Conv_output_0|   28|   29|
   27|TIDL_ReLULayer                |/backend/layer1/layer1.1/conv0/conv0.0/Conv_output_0|/backend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|   29|   30|
   28|TIDL_SliceLayer               |/backend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|/backend/layer1/layer1.1/Split_output_0           |   30|   31|
   29|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/Split_output_0           |/backend/layer1/layer1.1/conv1/conv1.0/Conv_output_0|   31|   35|
   30|TIDL_ReLULayer                |/backend/layer1/layer1.1/conv1/conv1.0/Conv_output_0|/backend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|   35|   36|
   31|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|/backend/layer1/layer1.1/Add_output_0             |   36|   37|
   32|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/Add_output_0             |/backend/layer1/layer1.1/conv2/conv2.0/Conv_output_0|   37|   38|
   33|TIDL_ReLULayer                |/backend/layer1/layer1.1/conv2/conv2.0/Conv_output_0|/backend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|   38|   39|
   34|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|/backend/layer1/layer1.1/Add_1_output_0           |   39|   40|
   35|TIDL_PoolingLayer             |/backend/layer1/layer1.1/Add_1_output_0           |/backend/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|   40|   41|
   36|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|/backend/layer1/layer1.1/conv3/conv3.1/Conv_output_0|   41|   42|
   37|TIDL_ReLULayer                |/backend/layer1/layer1.1/conv3/conv3.1/Conv_output_0|/backend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|   42|   43|
   38|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|/backend/layer1/layer1.1/Add_2_output_0           |   43|   44|
   39|TIDL_PoolingLayer             |/backend/layer1/layer1.1/Add_2_output_0           |/backend/layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|   44|   45|
   40|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|/backend/layer1/layer1.1/conv4/conv4.1/Conv_output_0|   45|   46|
   41|TIDL_ReLULayer                |/backend/layer1/layer1.1/conv4/conv4.1/Conv_output_0|/backend/layer1/layer1.1/conv4/conv4.3/Relu_output_0|   46|   47|
   42|TIDL_ConcatLayer              |/backend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|/backend/layer1/layer1.1/Concat_output_0          |   36|   48|
   43|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/Concat_output_0          |/backend/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|   48|   49|
   44|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|/backend/layer1/layer1.1/Add_3_output_0           |   49|   50|
   45|TIDL_ReLULayer                |/backend/layer1/layer1.1/Add_3_output_0           |/backend/layer1/layer1.1/relu/Relu_output_0       |   50|   51|
   46|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/relu/Relu_output_0       |/backend/layer2/layer2.0/downsample/downsample.0/Conv_output_0|   51|   52|
   47|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/relu/Relu_output_0       |/backend/layer2/layer2.0/conv0/conv0.0/Conv_output_0|   51|   53|
   48|TIDL_ConvolutionLayer         |/backend/layer1/layer1.1/relu/Relu_output_0       |/c1/Conv_output_0                                 |   51|   54|
   49|TIDL_ReLULayer                |/backend/layer2/layer2.0/conv0/conv0.0/Conv_output_0|/backend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|   53|   55|
   50|TIDL_SliceLayer               |/backend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|/backend/layer2/layer2.0/Split_output_0           |   55|   56|
   51|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/Split_output_0           |/backend/layer2/layer2.0/conv1/conv1.0/Conv_output_0|   56|   60|
   52|TIDL_ReLULayer                |/backend/layer2/layer2.0/conv1/conv1.0/Conv_output_0|/backend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|   60|   61|
   53|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|/backend/layer2/layer2.0/Add_output_0             |   61|   62|
   54|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/Add_output_0             |/backend/layer2/layer2.0/conv2/conv2.0/Conv_output_0|   62|   63|
   55|TIDL_ReLULayer                |/backend/layer2/layer2.0/conv2/conv2.0/Conv_output_0|/backend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|   63|   64|
   56|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|/backend/layer2/layer2.0/Add_1_output_0           |   64|   65|
   57|TIDL_PoolingLayer             |/backend/layer2/layer2.0/Add_1_output_0           |/backend/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|   65|   66|
   58|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|/backend/layer2/layer2.0/conv3/conv3.1/Conv_output_0|   66|   67|
   59|TIDL_ReLULayer                |/backend/layer2/layer2.0/conv3/conv3.1/Conv_output_0|/backend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|   67|   68|
   60|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|/backend/layer2/layer2.0/Add_2_output_0           |   68|   69|
   61|TIDL_PoolingLayer             |/backend/layer2/layer2.0/Add_2_output_0           |/backend/layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|   69|   70|
   62|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|/backend/layer2/layer2.0/conv4/conv4.1/Conv_output_0|   70|   71|
   63|TIDL_ReLULayer                |/backend/layer2/layer2.0/conv4/conv4.1/Conv_output_0|/backend/layer2/layer2.0/conv4/conv4.3/Relu_output_0|   71|   72|
   64|TIDL_ConcatLayer              |/backend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|/backend/layer2/layer2.0/Concat_output_0          |   61|   73|
   65|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/Concat_output_0          |/backend/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|   73|   74|
   66|TIDL_PoolingLayer             |/backend/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|/backend/layer2/layer2.0/conv_downsample/MaxPool_output_0|   74|   75|
   67|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/conv_downsample/MaxPool_output_0|/backend/layer2/layer2.0/Add_3_output_0           |   75|   76|
   68|TIDL_ReLULayer                |/backend/layer2/layer2.0/Add_3_output_0           |/backend/layer2/layer2.0/relu/Relu_output_0       |   76|   77|
   69|TIDL_ConvolutionLayer         |/backend/layer2/layer2.0/relu/Relu_output_0       |/backend/layer2/layer2.1/conv0/conv0.0/Conv_output_0|   77|   78|
   70|TIDL_ReLULayer                |/backend/layer2/layer2.1/conv0/conv0.0/Conv_output_0|/backend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|   78|   79|
   71|TIDL_SliceLayer               |/backend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|/backend/layer2/layer2.1/Split_output_0           |   79|   80|
   72|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/Split_output_0           |/backend/layer2/layer2.1/conv1/conv1.0/Conv_output_0|   80|   84|
   73|TIDL_ReLULayer                |/backend/layer2/layer2.1/conv1/conv1.0/Conv_output_0|/backend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|   84|   85|
   74|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|/backend/layer2/layer2.1/Add_output_0             |   85|   86|
   75|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/Add_output_0             |/backend/layer2/layer2.1/conv2/conv2.0/Conv_output_0|   86|   87|
   76|TIDL_ReLULayer                |/backend/layer2/layer2.1/conv2/conv2.0/Conv_output_0|/backend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|   87|   88|
   77|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|/backend/layer2/layer2.1/Add_1_output_0           |   88|   89|
   78|TIDL_PoolingLayer             |/backend/layer2/layer2.1/Add_1_output_0           |/backend/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|   89|   90|
   79|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|/backend/layer2/layer2.1/conv3/conv3.1/Conv_output_0|   90|   91|
   80|TIDL_ReLULayer                |/backend/layer2/layer2.1/conv3/conv3.1/Conv_output_0|/backend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|   91|   92|
   81|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|/backend/layer2/layer2.1/Add_2_output_0           |   92|   93|
   82|TIDL_PoolingLayer             |/backend/layer2/layer2.1/Add_2_output_0           |/backend/layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|   93|   94|
   83|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|/backend/layer2/layer2.1/conv4/conv4.1/Conv_output_0|   94|   95|
   84|TIDL_ReLULayer                |/backend/layer2/layer2.1/conv4/conv4.1/Conv_output_0|/backend/layer2/layer2.1/conv4/conv4.3/Relu_output_0|   95|   96|
   85|TIDL_ConcatLayer              |/backend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|/backend/layer2/layer2.1/Concat_output_0          |   85|   97|
   86|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/Concat_output_0          |/backend/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|   97|   98|
   87|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|/backend/layer2/layer2.1/Add_3_output_0           |   98|   99|
   88|TIDL_ReLULayer                |/backend/layer2/layer2.1/Add_3_output_0           |/backend/layer2/layer2.1/relu/Relu_output_0       |   99|  100|
   89|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/relu/Relu_output_0       |/backend/layer3/layer3.0/downsample/downsample.0/Conv_output_0|  100|  101|
   90|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/relu/Relu_output_0       |/backend/layer3/layer3.0/conv0/conv0.0/Conv_output_0|  100|  102|
   91|TIDL_ConvolutionLayer         |/backend/layer2/layer2.1/relu/Relu_output_0       |/c2/Conv_output_0                                 |  100|  103|
   92|TIDL_ReLULayer                |/backend/layer3/layer3.0/conv0/conv0.0/Conv_output_0|/backend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|  102|  104|
   93|TIDL_SliceLayer               |/backend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|/backend/layer3/layer3.0/Split_output_0           |  104|  105|
   94|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/Split_output_0           |/backend/layer3/layer3.0/conv1/conv1.0/Conv_output_0|  105|  109|
   95|TIDL_ReLULayer                |/backend/layer3/layer3.0/conv1/conv1.0/Conv_output_0|/backend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|  109|  110|
   96|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|/backend/layer3/layer3.0/Add_output_0             |  110|  111|
   97|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/Add_output_0             |/backend/layer3/layer3.0/conv2/conv2.0/Conv_output_0|  111|  112|
   98|TIDL_ReLULayer                |/backend/layer3/layer3.0/conv2/conv2.0/Conv_output_0|/backend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|  112|  113|
   99|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|/backend/layer3/layer3.0/Add_1_output_0           |  113|  114|
  100|TIDL_PoolingLayer             |/backend/layer3/layer3.0/Add_1_output_0           |/backend/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|  114|  115|
  101|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|/backend/layer3/layer3.0/conv3/conv3.1/Conv_output_0|  115|  116|
  102|TIDL_ReLULayer                |/backend/layer3/layer3.0/conv3/conv3.1/Conv_output_0|/backend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|  116|  117|
  103|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|/backend/layer3/layer3.0/Add_2_output_0           |  117|  118|
  104|TIDL_PoolingLayer             |/backend/layer3/layer3.0/Add_2_output_0           |/backend/layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|  118|  119|
  105|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|/backend/layer3/layer3.0/conv4/conv4.1/Conv_output_0|  119|  120|
  106|TIDL_ReLULayer                |/backend/layer3/layer3.0/conv4/conv4.1/Conv_output_0|/backend/layer3/layer3.0/conv4/conv4.3/Relu_output_0|  120|  121|
  107|TIDL_ConcatLayer              |/backend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|/backend/layer3/layer3.0/Concat_output_0          |  110|  122|
  108|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/Concat_output_0          |/backend/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|  122|  123|
  109|TIDL_PoolingLayer             |/backend/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|/backend/layer3/layer3.0/conv_downsample/MaxPool_output_0|  123|  124|
  110|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/conv_downsample/MaxPool_output_0|/backend/layer3/layer3.0/Add_3_output_0           |  124|  125|
  111|TIDL_ReLULayer                |/backend/layer3/layer3.0/Add_3_output_0           |/backend/layer3/layer3.0/relu/Relu_output_0       |  125|  126|
  112|TIDL_ConvolutionLayer         |/backend/layer3/layer3.0/relu/Relu_output_0       |/backend/layer3/layer3.1/conv0/conv0.0/Conv_output_0|  126|  127|
  113|TIDL_ReLULayer                |/backend/layer3/layer3.1/conv0/conv0.0/Conv_output_0|/backend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|  127|  128|
  114|TIDL_SliceLayer               |/backend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|/backend/layer3/layer3.1/Split_output_0           |  128|  129|
  115|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/Split_output_0           |/backend/layer3/layer3.1/conv1/conv1.0/Conv_output_0|  129|  133|
  116|TIDL_ReLULayer                |/backend/layer3/layer3.1/conv1/conv1.0/Conv_output_0|/backend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|  133|  134|
  117|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|/backend/layer3/layer3.1/Add_output_0             |  134|  135|
  118|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/Add_output_0             |/backend/layer3/layer3.1/conv2/conv2.0/Conv_output_0|  135|  136|
  119|TIDL_ReLULayer                |/backend/layer3/layer3.1/conv2/conv2.0/Conv_output_0|/backend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|  136|  137|
  120|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|/backend/layer3/layer3.1/Add_1_output_0           |  137|  138|
  121|TIDL_PoolingLayer             |/backend/layer3/layer3.1/Add_1_output_0           |/backend/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|  138|  139|
  122|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|/backend/layer3/layer3.1/conv3/conv3.1/Conv_output_0|  139|  140|
  123|TIDL_ReLULayer                |/backend/layer3/layer3.1/conv3/conv3.1/Conv_output_0|/backend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|  140|  141|
  124|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|/backend/layer3/layer3.1/Add_2_output_0           |  141|  142|
  125|TIDL_PoolingLayer             |/backend/layer3/layer3.1/Add_2_output_0           |/backend/layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|  142|  143|
  126|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|/backend/layer3/layer3.1/conv4/conv4.1/Conv_output_0|  143|  144|
  127|TIDL_ReLULayer                |/backend/layer3/layer3.1/conv4/conv4.1/Conv_output_0|/backend/layer3/layer3.1/conv4/conv4.3/Relu_output_0|  144|  145|
  128|TIDL_ConcatLayer              |/backend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|/backend/layer3/layer3.1/Concat_output_0          |  134|  146|
  129|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/Concat_output_0          |/backend/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|  146|  147|
  130|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|/backend/layer3/layer3.1/Add_3_output_0           |  147|  148|
  131|TIDL_ReLULayer                |/backend/layer3/layer3.1/Add_3_output_0           |/backend/layer3/layer3.1/relu/Relu_output_0       |  148|  149|
  132|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/relu/Relu_output_0       |/backend/layer4/layer4.0/downsample/downsample.0/Conv_output_0|  149|  150|
  133|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/relu/Relu_output_0       |/backend/layer4/layer4.0/conv0/conv0.0/Conv_output_0|  149|  151|
  134|TIDL_ConvolutionLayer         |/backend/layer3/layer3.1/relu/Relu_output_0       |/c3/Conv_output_0                                 |  149|  152|
  135|TIDL_ReLULayer                |/backend/layer4/layer4.0/conv0/conv0.0/Conv_output_0|/backend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|  151|  153|
  136|TIDL_SliceLayer               |/backend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|/backend/layer4/layer4.0/Split_output_0           |  153|  154|
  137|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/Split_output_0           |/backend/layer4/layer4.0/conv1/conv1.0/Conv_output_0|  154|  158|
  138|TIDL_ReLULayer                |/backend/layer4/layer4.0/conv1/conv1.0/Conv_output_0|/backend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|  158|  159|
  139|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|/backend/layer4/layer4.0/Add_output_0             |  159|  160|
  140|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/Add_output_0             |/backend/layer4/layer4.0/conv2/conv2.0/Conv_output_0|  160|  161|
  141|TIDL_ReLULayer                |/backend/layer4/layer4.0/conv2/conv2.0/Conv_output_0|/backend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|  161|  162|
  142|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|/backend/layer4/layer4.0/Add_1_output_0           |  162|  163|
  143|TIDL_PoolingLayer             |/backend/layer4/layer4.0/Add_1_output_0           |/backend/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|  163|  164|
  144|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|/backend/layer4/layer4.0/conv3/conv3.1/Conv_output_0|  164|  165|
  145|TIDL_ReLULayer                |/backend/layer4/layer4.0/conv3/conv3.1/Conv_output_0|/backend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|  165|  166|
  146|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|/backend/layer4/layer4.0/Add_2_output_0           |  166|  167|
  147|TIDL_PoolingLayer             |/backend/layer4/layer4.0/Add_2_output_0           |/backend/layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|  167|  168|
  148|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|/backend/layer4/layer4.0/conv4/conv4.1/Conv_output_0|  168|  169|
  149|TIDL_ReLULayer                |/backend/layer4/layer4.0/conv4/conv4.1/Conv_output_0|/backend/layer4/layer4.0/conv4/conv4.3/Relu_output_0|  169|  170|
  150|TIDL_ConcatLayer              |/backend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|/backend/layer4/layer4.0/Concat_output_0          |  159|  171|
  151|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/Concat_output_0          |/backend/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|  171|  172|
  152|TIDL_PoolingLayer             |/backend/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|/backend/layer4/layer4.0/conv_downsample/MaxPool_output_0|  172|  173|
  153|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/conv_downsample/MaxPool_output_0|/backend/layer4/layer4.0/Add_3_output_0           |  173|  174|
  154|TIDL_ReLULayer                |/backend/layer4/layer4.0/Add_3_output_0           |/backend/layer4/layer4.0/relu/Relu_output_0       |  174|  175|
  155|TIDL_ConvolutionLayer         |/backend/layer4/layer4.0/relu/Relu_output_0       |/backend/layer4/layer4.1/conv0/conv0.0/Conv_output_0|  175|  176|
  156|TIDL_ReLULayer                |/backend/layer4/layer4.1/conv0/conv0.0/Conv_output_0|/backend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|  176|  177|
  157|TIDL_SliceLayer               |/backend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|/backend/layer4/layer4.1/Split_output_0           |  177|  178|
  158|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/Split_output_0           |/backend/layer4/layer4.1/conv1/conv1.0/Conv_output_0|  178|  182|
  159|TIDL_ReLULayer                |/backend/layer4/layer4.1/conv1/conv1.0/Conv_output_0|/backend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|  182|  183|
  160|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|/backend/layer4/layer4.1/Add_output_0             |  183|  184|
  161|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/Add_output_0             |/backend/layer4/layer4.1/conv2/conv2.0/Conv_output_0|  184|  185|
  162|TIDL_ReLULayer                |/backend/layer4/layer4.1/conv2/conv2.0/Conv_output_0|/backend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|  185|  186|
  163|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|/backend/layer4/layer4.1/Add_1_output_0           |  186|  187|
  164|TIDL_PoolingLayer             |/backend/layer4/layer4.1/Add_1_output_0           |/backend/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|  187|  188|
  165|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|/backend/layer4/layer4.1/conv3/conv3.1/Conv_output_0|  188|  189|
  166|TIDL_ReLULayer                |/backend/layer4/layer4.1/conv3/conv3.1/Conv_output_0|/backend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|  189|  190|
  167|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|/backend/layer4/layer4.1/Add_2_output_0           |  190|  191|
  168|TIDL_PoolingLayer             |/backend/layer4/layer4.1/Add_2_output_0           |/backend/layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|  191|  192|
  169|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|/backend/layer4/layer4.1/conv4/conv4.1/Conv_output_0|  192|  193|
  170|TIDL_ReLULayer                |/backend/layer4/layer4.1/conv4/conv4.1/Conv_output_0|/backend/layer4/layer4.1/conv4/conv4.3/Relu_output_0|  193|  194|
  171|TIDL_ConcatLayer              |/backend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|/backend/layer4/layer4.1/Concat_output_0          |  183|  195|
  172|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/Concat_output_0          |/backend/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|  195|  196|
  173|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|/backend/layer4/layer4.1/Add_3_output_0           |  196|  197|
  174|TIDL_ReLULayer                |/backend/layer4/layer4.1/Add_3_output_0           |/backend/layer4/layer4.1/relu/Relu_output_0       |  197|  198|
  175|TIDL_ConvolutionLayer         |/backend/layer4/layer4.1/relu/Relu_output_0       |/c4/Conv_output_0                                 |  198|  199|
  176|TIDL_ResizeLayer              |/c4/Conv_output_0                                 |/Resize_output_0                                  |  199|  200|
  177|TIDL_ConcatLayer              |/Resize_output_0                                  |/Concat_output_0                                  |  200|  201|
  178|TIDL_ConvolutionLayer         |/Concat_output_0                                  |/fue_c4_c3/Conv_output_0                          |  201|  202|
  179|TIDL_ResizeLayer              |/fue_c4_c3/Conv_output_0                          |/Resize_1_output_0                                |  202|  203|
  180|TIDL_ConcatLayer              |/Resize_1_output_0                                |/Concat_1_output_0                                |  203|  204|
  181|TIDL_ConvolutionLayer         |/Concat_1_output_0                                |/fue_c3_c2/Conv_output_0                          |  204|  205|
  182|TIDL_ResizeLayer              |/fue_c3_c2/Conv_output_0                          |/Resize_2_output_0                                |  205|  206|
  183|TIDL_ConcatLayer              |/Resize_2_output_0                                |/Concat_2_output_0                                |  206|  207|
  184|TIDL_ConvolutionLayer         |/Concat_2_output_0                                |/fue_c1_c0/Conv_output_0                          |  207|  208|
  185|TIDL_ConvolutionLayer         |/fue_c1_c0/Conv_output_0                          |/mask_pred/Conv_output_0                          |  208|  209|
  186|TIDL_ResizeLayer              |/mask_pred/Conv_output_0                          |/Resize_3_output_0                                |  209|  210|
  187|TIDL_ArgMaxLayer              |/Resize_3_output_0                                |629                                               |  210|  211|
  188|TIDL_DataLayer                |629                                               |629                                               |  211|    0|
Completed tidl_optimizeNet 
Num of Layer Detected : 162 
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
  Num|TIDL Layer Name               |Out Data Name                                     |Group |#Ins  |#Outs |Inbuf Ids                       |Outbuf Id |In NCHW                             |Out NCHW                            |MACS       |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    0|TIDL_DataLayer                |input.1_original                                  |     0|    -1|     1|  x   x   x   x   x   x   x   x |  0       |       0        0        0        0 |       1        3      640      960 |         0 |
    1|TIDL_ConvolutionLayer         |/backend/conv1/conv1.2/Relu_output_0              |     0|     1|     1|  0   x   x   x   x   x   x   x |  1       |       1        3      640      960 |       1       32      320      480 | 137625600 |
    2|TIDL_ConvolutionLayer         |/backend/conv1/conv1.5/Relu_output_0              |     0|     1|     1|  1   x   x   x   x   x   x   x |  2       |       1       32      320      480 |       1       64      160      240 | 710246400 |
    3|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|  2   x   x   x   x   x   x   x |  3       |       1       64      160      240 |       1       64      160      240 | 159744000 |
    4|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_0           |     0|     1|     1|  3   x   x   x   x   x   x   x |  4       |       1       64      160      240 |       1       16      160      240 |         0 |
    5|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_1           |     0|     1|     1|  3   x   x   x   x   x   x   x |  5       |       1       64      160      240 |       1       16      160      240 |         0 |
    6|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_2           |     0|     1|     1|  3   x   x   x   x   x   x   x |  6       |       1       64      160      240 |       1       16      160      240 |         0 |
    7|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_3           |     0|     1|     1|  3   x   x   x   x   x   x   x |  7       |       1       64      160      240 |       1       16      160      240 |         0 |
    8|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|  4   x   x   x   x   x   x   x |  8       |       1       16      160      240 |       1       16      160      240 |  89088000 |
    9|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_output_0             |     0|     2|     1|  8   5   x   x   x   x   x   x |  9       |       1       16      160      240 |       1       16      160      240 |    614400 |
   10|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|  9   x   x   x   x   x   x   x | 10       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   11|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_1_output_0           |     0|     2|     1| 10   6   x   x   x   x   x   x | 11       |       1       16      160      240 |       1       16      160      240 |    614400 |
   12|TIDL_PoolingLayer             |end/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 11   x   x   x   x   x   x   x | 12       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   13|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 12   x   x   x   x   x   x   x | 13       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   14|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_2_output_0           |     0|     2|     1| 13   7   x   x   x   x   x   x | 14       |       1       16      160      240 |       1       16      160      240 |    614400 |
   15|TIDL_PoolingLayer             |layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 14   x   x   x   x   x   x   x | 15       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   16|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 15   x   x   x   x   x   x   x | 16       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   17|TIDL_ConcatLayer              |/backend/layer1/layer1.0/Concat_output_0          |     0|     4|     1|  8  10  13  16   x   x   x   x | 17       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   18|TIDL_ConvolutionLayer         |/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 17   x   x   x   x   x   x   x | 18       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   19|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/relu/Relu_output_0       |     0|     2|     1| 18   2   x   x   x   x   x   x | 19       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   20|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 19   x   x   x   x   x   x   x | 20       |       1       64      160      240 |       1       64      160      240 | 159744000 |
   21|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_0           |     0|     1|     1| 20   x   x   x   x   x   x   x | 21       |       1       64      160      240 |       1       16      160      240 |         0 |
   22|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_1           |     0|     1|     1| 20   x   x   x   x   x   x   x | 22       |       1       64      160      240 |       1       16      160      240 |         0 |
   23|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_2           |     0|     1|     1| 20   x   x   x   x   x   x   x | 23       |       1       64      160      240 |       1       16      160      240 |         0 |
   24|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_3           |     0|     1|     1| 20   x   x   x   x   x   x   x | 24       |       1       64      160      240 |       1       16      160      240 |         0 |
   25|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 21   x   x   x   x   x   x   x | 25       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   26|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_output_0             |     0|     2|     1| 25  22   x   x   x   x   x   x | 26       |       1       16      160      240 |       1       16      160      240 |    614400 |
   27|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 26   x   x   x   x   x   x   x | 27       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   28|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_1_output_0           |     0|     2|     1| 27  23   x   x   x   x   x   x | 28       |       1       16      160      240 |       1       16      160      240 |    614400 |
   29|TIDL_PoolingLayer             |end/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 28   x   x   x   x   x   x   x | 29       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   30|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 29   x   x   x   x   x   x   x | 30       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   31|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_2_output_0           |     0|     2|     1| 30  24   x   x   x   x   x   x | 31       |       1       16      160      240 |       1       16      160      240 |    614400 |
   32|TIDL_PoolingLayer             |layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 31   x   x   x   x   x   x   x | 32       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   33|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 32   x   x   x   x   x   x   x | 33       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   34|TIDL_ConcatLayer              |/backend/layer1/layer1.1/Concat_output_0          |     0|     4|     1| 25  27  30  33   x   x   x   x | 34       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   35|TIDL_ConvolutionLayer         |/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 34   x   x   x   x   x   x   x | 35       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   36|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/relu/Relu_output_0       |     0|     2|     1| 35  19   x   x   x   x   x   x | 36       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   37|TIDL_ConvolutionLayer         |er2/layer2.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 37       |       1       64      160      240 |       1      128       80      120 |  78643200 |
   38|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 38       |       1       64      160      240 |       1      128      160      240 | 319488000 |
   39|TIDL_ConvolutionLayer         |/c1/Conv_output_0                                 |     0|     1|     1| 36   x   x   x   x   x   x   x | 39       |       1       64      160      240 |       1      128      160      240 | 314572800 |
   40|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_0           |     0|     1|     1| 38   x   x   x   x   x   x   x | 40       |       1      128      160      240 |       1       32      160      240 |         0 |
   41|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_1           |     0|     1|     1| 38   x   x   x   x   x   x   x | 41       |       1      128      160      240 |       1       32      160      240 |         0 |
   42|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_2           |     0|     1|     1| 38   x   x   x   x   x   x   x | 42       |       1      128      160      240 |       1       32      160      240 |         0 |
   43|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_3           |     0|     1|     1| 38   x   x   x   x   x   x   x | 43       |       1      128      160      240 |       1       32      160      240 |         0 |
   44|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 40   x   x   x   x   x   x   x | 44       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   45|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_output_0             |     0|     2|     1| 44  41   x   x   x   x   x   x | 45       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   46|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 45   x   x   x   x   x   x   x | 46       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   47|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_1_output_0           |     0|     2|     1| 46  42   x   x   x   x   x   x | 47       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   48|TIDL_PoolingLayer             |end/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 47   x   x   x   x   x   x   x | 48       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   49|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 48   x   x   x   x   x   x   x | 49       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   50|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_2_output_0           |     0|     2|     1| 49  43   x   x   x   x   x   x | 50       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   51|TIDL_PoolingLayer             |layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 50   x   x   x   x   x   x   x | 51       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   52|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 51   x   x   x   x   x   x   x | 52       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   53|TIDL_ConcatLayer              |/backend/layer2/layer2.0/Concat_output_0          |     0|     4|     1| 44  46  49  52   x   x   x   x | 53       |       1       32      160      240 |       1      128      160      240 |   4915200 |
   54|TIDL_ConvolutionLayer         |/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 53   x   x   x   x   x   x   x | 54       |       1      128      160      240 |       1      128      160      240 | 629145600 |
   55|TIDL_PoolingLayer             |d/layer2/layer2.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 54   x   x   x   x   x   x   x | 55       |       1      128      160      240 |       1      128       80      120 |  11059200 |
   56|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/relu/Relu_output_0       |     0|     2|     1| 55  37   x   x   x   x   x   x | 56       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   57|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 56   x   x   x   x   x   x   x | 57       |       1      128       80      120 |       1      128       80      120 | 158515200 |
   58|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_0           |     0|     1|     1| 57   x   x   x   x   x   x   x | 58       |       1      128       80      120 |       1       32       80      120 |         0 |
   59|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_1           |     0|     1|     1| 57   x   x   x   x   x   x   x | 59       |       1      128       80      120 |       1       32       80      120 |         0 |
   60|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_2           |     0|     1|     1| 57   x   x   x   x   x   x   x | 60       |       1      128       80      120 |       1       32       80      120 |         0 |
   61|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_3           |     0|     1|     1| 57   x   x   x   x   x   x   x | 61       |       1      128       80      120 |       1       32       80      120 |         0 |
   62|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 58   x   x   x   x   x   x   x | 62       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   63|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_output_0             |     0|     2|     1| 62  59   x   x   x   x   x   x | 63       |       1       32       80      120 |       1       32       80      120 |    307200 |
   64|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 63   x   x   x   x   x   x   x | 64       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   65|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_1_output_0           |     0|     2|     1| 64  60   x   x   x   x   x   x | 65       |       1       32       80      120 |       1       32       80      120 |    307200 |
   66|TIDL_PoolingLayer             |end/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 65   x   x   x   x   x   x   x | 66       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   67|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 66   x   x   x   x   x   x   x | 67       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   68|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_2_output_0           |     0|     2|     1| 67  61   x   x   x   x   x   x | 68       |       1       32       80      120 |       1       32       80      120 |    307200 |
   69|TIDL_PoolingLayer             |layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 68   x   x   x   x   x   x   x | 69       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   70|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 69   x   x   x   x   x   x   x | 70       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   71|TIDL_ConcatLayer              |/backend/layer2/layer2.1/Concat_output_0          |     0|     4|     1| 62  64  67  70   x   x   x   x | 71       |       1       32       80      120 |       1      128       80      120 |   1228800 |
   72|TIDL_ConvolutionLayer         |/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 71   x   x   x   x   x   x   x | 72       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   73|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/relu/Relu_output_0       |     0|     2|     1| 72  56   x   x   x   x   x   x | 73       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   74|TIDL_ConvolutionLayer         |er3/layer3.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 74       |       1      128       80      120 |       1      256       40       60 |  78643200 |
   75|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 75       |       1      128       80      120 |       1      256       80      120 | 317030400 |
   76|TIDL_ConvolutionLayer         |/c2/Conv_output_0                                 |     0|     1|     1| 73   x   x   x   x   x   x   x | 76       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   77|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_0           |     0|     1|     1| 75   x   x   x   x   x   x   x | 77       |       1      256       80      120 |       1       64       80      120 |         0 |
   78|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_1           |     0|     1|     1| 75   x   x   x   x   x   x   x | 78       |       1      256       80      120 |       1       64       80      120 |         0 |
   79|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_2           |     0|     1|     1| 75   x   x   x   x   x   x   x | 79       |       1      256       80      120 |       1       64       80      120 |         0 |
   80|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_3           |     0|     1|     1| 75   x   x   x   x   x   x   x | 80       |       1      256       80      120 |       1       64       80      120 |         0 |
   81|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 77   x   x   x   x   x   x   x | 81       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   82|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_output_0             |     0|     2|     1| 81  78   x   x   x   x   x   x | 82       |       1       64       80      120 |       1       64       80      120 |    614400 |
   83|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 82   x   x   x   x   x   x   x | 83       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   84|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_1_output_0           |     0|     2|     1| 83  79   x   x   x   x   x   x | 84       |       1       64       80      120 |       1       64       80      120 |    614400 |
   85|TIDL_PoolingLayer             |end/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 84   x   x   x   x   x   x   x | 85       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   86|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 85   x   x   x   x   x   x   x | 86       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   87|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_2_output_0           |     0|     2|     1| 86  80   x   x   x   x   x   x | 87       |       1       64       80      120 |       1       64       80      120 |    614400 |
   88|TIDL_PoolingLayer             |layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 87   x   x   x   x   x   x   x | 88       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   89|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 88   x   x   x   x   x   x   x | 89       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   90|TIDL_ConcatLayer              |/backend/layer3/layer3.0/Concat_output_0          |     0|     4|     1| 81  83  86  89   x   x   x   x | 90       |       1       64       80      120 |       1      256       80      120 |   2457600 |
   91|TIDL_ConvolutionLayer         |/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 90   x   x   x   x   x   x   x | 91       |       1      256       80      120 |       1      256       80      120 | 629145600 |
   92|TIDL_PoolingLayer             |d/layer3/layer3.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 91   x   x   x   x   x   x   x | 92       |       1      256       80      120 |       1      256       40       60 |   5529600 |
   93|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/relu/Relu_output_0       |     0|     2|     1| 92  74   x   x   x   x   x   x | 93       |       1      256       40       60 |       1      256       40       60 |   1228800 |
   94|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 93   x   x   x   x   x   x   x | 94       |       1      256       40       60 |       1      256       40       60 | 157900800 |
   95|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_0           |     0|     1|     1| 94   x   x   x   x   x   x   x | 95       |       1      256       40       60 |       1       64       40       60 |         0 |
   96|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_1           |     0|     1|     1| 94   x   x   x   x   x   x   x | 96       |       1      256       40       60 |       1       64       40       60 |         0 |
   97|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_2           |     0|     1|     1| 94   x   x   x   x   x   x   x | 97       |       1      256       40       60 |       1       64       40       60 |         0 |
   98|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_3           |     0|     1|     1| 94   x   x   x   x   x   x   x | 98       |       1      256       40       60 |       1       64       40       60 |         0 |
   99|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 95   x   x   x   x   x   x   x | 99       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  100|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_output_0             |     0|     2|     1| 99  96   x   x   x   x   x   x |100       |       1       64       40       60 |       1       64       40       60 |    153600 |
  101|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|100   x   x   x   x   x   x   x |101       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  102|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_1_output_0           |     0|     2|     1|101  97   x   x   x   x   x   x |102       |       1       64       40       60 |       1       64       40       60 |    153600 |
  103|TIDL_PoolingLayer             |end/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|102   x   x   x   x   x   x   x |103       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  104|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|103   x   x   x   x   x   x   x |104       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  105|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_2_output_0           |     0|     2|     1|104  98   x   x   x   x   x   x |105       |       1       64       40       60 |       1       64       40       60 |    153600 |
  106|TIDL_PoolingLayer             |layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|105   x   x   x   x   x   x   x |106       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  107|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|106   x   x   x   x   x   x   x |107       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  108|TIDL_ConcatLayer              |/backend/layer3/layer3.1/Concat_output_0          |     0|     4|     1| 99 101 104 107   x   x   x   x |108       |       1       64       40       60 |       1      256       40       60 |    614400 |
  109|TIDL_ConvolutionLayer         |/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|108   x   x   x   x   x   x   x |109       |       1      256       40       60 |       1      256       40       60 | 157286400 |
  110|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/relu/Relu_output_0       |     0|     2|     1|109  93   x   x   x   x   x   x |110       |       1      256       40       60 |       1      256       40       60 |   1228800 |
  111|TIDL_ConvolutionLayer         |er4/layer4.0/downsample/downsample.0/Conv_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |111       |       1      256       40       60 |       1      512       20       30 |  78643200 |
  112|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |112       |       1      256       40       60 |       1      512       40       60 | 315801600 |
  113|TIDL_ConvolutionLayer         |/c3/Conv_output_0                                 |     0|     1|     1|110   x   x   x   x   x   x   x |113       |       1      256       40       60 |       1      128       40       60 |  78643200 |
  114|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_0           |     0|     1|     1|112   x   x   x   x   x   x   x |114       |       1      512       40       60 |       1      128       40       60 |         0 |
  115|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_1           |     0|     1|     1|112   x   x   x   x   x   x   x |115       |       1      512       40       60 |       1      128       40       60 |         0 |
  116|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_2           |     0|     1|     1|112   x   x   x   x   x   x   x |116       |       1      512       40       60 |       1      128       40       60 |         0 |
  117|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_3           |     0|     1|     1|112   x   x   x   x   x   x   x |117       |       1      512       40       60 |       1      128       40       60 |         0 |
  118|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|114   x   x   x   x   x   x   x |118       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  119|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_output_0             |     0|     2|     1|118 115   x   x   x   x   x   x |119       |       1      128       40       60 |       1      128       40       60 |    307200 |
  120|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|119   x   x   x   x   x   x   x |120       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  121|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_1_output_0           |     0|     2|     1|120 116   x   x   x   x   x   x |121       |       1      128       40       60 |       1      128       40       60 |    307200 |
  122|TIDL_PoolingLayer             |end/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|121   x   x   x   x   x   x   x |122       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  123|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|     0|     1|     1|122   x   x   x   x   x   x   x |123       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  124|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_2_output_0           |     0|     2|     1|123 117   x   x   x   x   x   x |124       |       1      128       40       60 |       1      128       40       60 |    307200 |
  125|TIDL_PoolingLayer             |layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|124   x   x   x   x   x   x   x |125       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  126|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv4/conv4.3/Relu_output_0|     0|     1|     1|125   x   x   x   x   x   x   x |126       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  127|TIDL_ConcatLayer              |/backend/layer4/layer4.0/Concat_output_0          |     0|     4|     1|118 120 123 126   x   x   x   x |127       |       1      128       40       60 |       1      512       40       60 |   1228800 |
  128|TIDL_ConvolutionLayer         |/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|127   x   x   x   x   x   x   x |128       |       1      512       40       60 |       1      512       40       60 | 629145600 |
  129|TIDL_PoolingLayer             |d/layer4/layer4.0/conv_downsample/MaxPool_output_0|     0|     1|     1|128   x   x   x   x   x   x   x |129       |       1      512       40       60 |       1      512       20       30 |   2764800 |
  130|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/relu/Relu_output_0       |     0|     2|     1|129 111   x   x   x   x   x   x |130       |       1      512       20       30 |       1      512       20       30 |    614400 |
  131|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|     0|     1|     1|130   x   x   x   x   x   x   x |131       |       1      512       20       30 |       1      512       20       30 | 157593600 |
  132|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_0           |     0|     1|     1|131   x   x   x   x   x   x   x |132       |       1      512       20       30 |       1      128       20       30 |         0 |
  133|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_1           |     0|     1|     1|131   x   x   x   x   x   x   x |133       |       1      512       20       30 |       1      128       20       30 |         0 |
  134|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_2           |     0|     1|     1|131   x   x   x   x   x   x   x |134       |       1      512       20       30 |       1      128       20       30 |         0 |
  135|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_3           |     0|     1|     1|131   x   x   x   x   x   x   x |135       |       1      512       20       30 |       1      128       20       30 |         0 |
  136|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|     0|     1|     1|132   x   x   x   x   x   x   x |136       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  137|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_output_0             |     0|     2|     1|136 133   x   x   x   x   x   x |137       |       1      128       20       30 |       1      128       20       30 |     76800 |
  138|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|137   x   x   x   x   x   x   x |138       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  139|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_1_output_0           |     0|     2|     1|138 134   x   x   x   x   x   x |139       |       1      128       20       30 |       1      128       20       30 |     76800 |
  140|TIDL_PoolingLayer             |end/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|139   x   x   x   x   x   x   x |140       |       1      128       20       30 |       1      128       20       30 |    691200 |
  141|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|140   x   x   x   x   x   x   x |141       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  142|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_2_output_0           |     0|     2|     1|141 135   x   x   x   x   x   x |142       |       1      128       20       30 |       1      128       20       30 |     76800 |
  143|TIDL_PoolingLayer             |layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|142   x   x   x   x   x   x   x |143       |       1      128       20       30 |       1      128       20       30 |    691200 |
  144|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|143   x   x   x   x   x   x   x |144       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  145|TIDL_ConcatLayer              |/backend/layer4/layer4.1/Concat_output_0          |     0|     4|     1|136 138 141 144   x   x   x   x |145       |       1      128       20       30 |       1      512       20       30 |    307200 |
  146|TIDL_ConvolutionLayer         |/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|145   x   x   x   x   x   x   x |146       |       1      512       20       30 |       1      512       20       30 | 157286400 |
  147|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/relu/Relu_output_0       |     0|     2|     1|146 130   x   x   x   x   x   x |147       |       1      512       20       30 |       1      512       20       30 |    614400 |
  148|TIDL_ConvolutionLayer         |/c4/Conv_output_0                                 |     0|     1|     1|147   x   x   x   x   x   x   x |148       |       1      512       20       30 |       1      128       20       30 |  39321600 |
  149|TIDL_ResizeLayer              |/Resize_output_0                                  |     0|     1|     1|148   x   x   x   x   x   x   x |149       |       1      128       20       30 |       1      128       40       60 |   1228800 |
  150|TIDL_ConcatLayer              |/Concat_output_0                                  |     0|     2|     1|149 113   x   x   x   x   x   x |150       |       1      128       40       60 |       1      256       40       60 |    614400 |
  151|TIDL_ConvolutionLayer         |/fue_c4_c3/Conv_output_0                          |     0|     1|     1|150   x   x   x   x   x   x   x |151       |       1      256       40       60 |       1      128       40       60 | 707788800 |
  152|TIDL_ResizeLayer              |/Resize_1_output_0                                |     0|     1|     1|151   x   x   x   x   x   x   x |152       |       1      128       40       60 |       1      128       80      120 |   4915200 |
  153|TIDL_ConcatLayer              |/Concat_1_output_0                                |     0|     2|     1|152  76   x   x   x   x   x   x |153       |       1      128       80      120 |       1      256       80      120 |   2457600 |
  154|TIDL_ConvolutionLayer         |/fue_c3_c2/Conv_output_0                          |     0|     1|     1|153   x   x   x   x   x   x   x |154       |       1      256       80      120 |       1      128       80      120 |2831155200 |
  155|TIDL_ResizeLayer              |/Resize_2_output_0                                |     0|     1|     1|154   x   x   x   x   x   x   x |155       |       1      128       80      120 |       1      128      160      240 |  19660800 |
  156|TIDL_ConcatLayer              |/Concat_2_output_0                                |     0|     2|     1|155  39   x   x   x   x   x   x |156       |       1      128      160      240 |       1      256      160      240 |   9830400 |
  157|TIDL_ConvolutionLayer         |/fue_c1_c0/Conv_output_0                          |     0|     1|     1|156   x   x   x   x   x   x   x |157       |       1      256      160      240 |       1      128      160      240 |11324620800 |
  158|TIDL_ConvolutionLayer         |/mask_pred/Conv_output_0                          |     0|     1|     1|157   x   x   x   x   x   x   x |158       |       1      128      160      240 |       1        9      160      240 |  44236800 |
  159|TIDL_ResizeLayer              |/Resize_3_output_0                                |     0|     1|     1|158   x   x   x   x   x   x   x |159       |       1        9      160      240 |       1        9      640      960 |  22118400 |
  160|TIDL_ArgMaxLayer              |629                                               |     0|     1|     1|159   x   x   x   x   x   x   x |160       |       1        9      640      960 |       1        1      640      960 |    614400 |
  161|TIDL_DataLayer                |629                                               |     0|     1|    -1|160   x   x   x   x   x   x   x |  0       |       1        1      640      960 |       0        0        0        0 |         0 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total Giga Macs : 27.2301
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Num of Layer Detected : 162 
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
  Num|TIDL Layer Name               |Out Data Name                                     |Group |#Ins  |#Outs |Inbuf Ids                       |Outbuf Id |In NCHW                             |Out NCHW                            |MACS       |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    0|TIDL_DataLayer                |input.1_original                                  |     0|    -1|     1|  x   x   x   x   x   x   x   x |  0       |       0        0        0        0 |       1        3      640      960 |         0 |
    1|TIDL_ConvolutionLayer         |/backend/conv1/conv1.2/Relu_output_0              |     0|     1|     1|  0   x   x   x   x   x   x   x |  1       |       1        3      640      960 |       1       32      320      480 | 137625600 |
    2|TIDL_ConvolutionLayer         |/backend/conv1/conv1.5/Relu_output_0              |     0|     1|     1|  1   x   x   x   x   x   x   x |  2       |       1       32      320      480 |       1       64      160      240 | 710246400 |
    3|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|  2   x   x   x   x   x   x   x |  3       |       1       64      160      240 |       1       64      160      240 | 159744000 |
    4|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_0           |     0|     1|     1|  3   x   x   x   x   x   x   x |  4       |       1       64      160      240 |       1       16      160      240 |         0 |
    5|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_1           |     0|     1|     1|  3   x   x   x   x   x   x   x |  5       |       1       64      160      240 |       1       16      160      240 |         0 |
    6|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_2           |     0|     1|     1|  3   x   x   x   x   x   x   x |  6       |       1       64      160      240 |       1       16      160      240 |         0 |
    7|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_3           |     0|     1|     1|  3   x   x   x   x   x   x   x |  7       |       1       64      160      240 |       1       16      160      240 |         0 |
    8|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|  4   x   x   x   x   x   x   x |  8       |       1       16      160      240 |       1       16      160      240 |  89088000 |
    9|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_output_0             |     0|     2|     1|  8   5   x   x   x   x   x   x |  9       |       1       16      160      240 |       1       16      160      240 |    614400 |
   10|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|  9   x   x   x   x   x   x   x | 10       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   11|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_1_output_0           |     0|     2|     1| 10   6   x   x   x   x   x   x | 11       |       1       16      160      240 |       1       16      160      240 |    614400 |
   12|TIDL_PoolingLayer             |end/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 11   x   x   x   x   x   x   x | 12       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   13|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 12   x   x   x   x   x   x   x | 13       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   14|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_2_output_0           |     0|     2|     1| 13   7   x   x   x   x   x   x | 14       |       1       16      160      240 |       1       16      160      240 |    614400 |
   15|TIDL_PoolingLayer             |layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 14   x   x   x   x   x   x   x | 15       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   16|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 15   x   x   x   x   x   x   x | 16       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   17|TIDL_ConcatLayer              |/backend/layer1/layer1.0/Concat_output_0          |     0|     4|     1|  8  10  13  16   x   x   x   x | 17       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   18|TIDL_ConvolutionLayer         |/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 17   x   x   x   x   x   x   x | 18       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   19|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/relu/Relu_output_0       |     0|     2|     1| 18   2   x   x   x   x   x   x | 19       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   20|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 19   x   x   x   x   x   x   x | 20       |       1       64      160      240 |       1       64      160      240 | 159744000 |
   21|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_0           |     0|     1|     1| 20   x   x   x   x   x   x   x | 21       |       1       64      160      240 |       1       16      160      240 |         0 |
   22|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_1           |     0|     1|     1| 20   x   x   x   x   x   x   x | 22       |       1       64      160      240 |       1       16      160      240 |         0 |
   23|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_2           |     0|     1|     1| 20   x   x   x   x   x   x   x | 23       |       1       64      160      240 |       1       16      160      240 |         0 |
   24|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_3           |     0|     1|     1| 20   x   x   x   x   x   x   x | 24       |       1       64      160      240 |       1       16      160      240 |         0 |
   25|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 21   x   x   x   x   x   x   x | 25       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   26|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_output_0             |     0|     2|     1| 25  22   x   x   x   x   x   x | 26       |       1       16      160      240 |       1       16      160      240 |    614400 |
   27|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 26   x   x   x   x   x   x   x | 27       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   28|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_1_output_0           |     0|     2|     1| 27  23   x   x   x   x   x   x | 28       |       1       16      160      240 |       1       16      160      240 |    614400 |
   29|TIDL_PoolingLayer             |end/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 28   x   x   x   x   x   x   x | 29       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   30|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 29   x   x   x   x   x   x   x | 30       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   31|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_2_output_0           |     0|     2|     1| 30  24   x   x   x   x   x   x | 31       |       1       16      160      240 |       1       16      160      240 |    614400 |
   32|TIDL_PoolingLayer             |layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 31   x   x   x   x   x   x   x | 32       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   33|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 32   x   x   x   x   x   x   x | 33       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   34|TIDL_ConcatLayer              |/backend/layer1/layer1.1/Concat_output_0          |     0|     4|     1| 25  27  30  33   x   x   x   x | 34       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   35|TIDL_ConvolutionLayer         |/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 34   x   x   x   x   x   x   x | 35       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   36|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/relu/Relu_output_0       |     0|     2|     1| 35  19   x   x   x   x   x   x | 36       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   37|TIDL_ConvolutionLayer         |er2/layer2.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 37       |       1       64      160      240 |       1      128       80      120 |  78643200 |
   38|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 38       |       1       64      160      240 |       1      128      160      240 | 319488000 |
   39|TIDL_ConvolutionLayer         |/c1/Conv_output_0                                 |     0|     1|     1| 36   x   x   x   x   x   x   x | 39       |       1       64      160      240 |       1      128      160      240 | 314572800 |
   40|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_0           |     0|     1|     1| 38   x   x   x   x   x   x   x | 40       |       1      128      160      240 |       1       32      160      240 |         0 |
   41|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_1           |     0|     1|     1| 38   x   x   x   x   x   x   x | 41       |       1      128      160      240 |       1       32      160      240 |         0 |
   42|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_2           |     0|     1|     1| 38   x   x   x   x   x   x   x | 42       |       1      128      160      240 |       1       32      160      240 |         0 |
   43|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_3           |     0|     1|     1| 38   x   x   x   x   x   x   x | 43       |       1      128      160      240 |       1       32      160      240 |         0 |
   44|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 40   x   x   x   x   x   x   x | 44       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   45|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_output_0             |     0|     2|     1| 44  41   x   x   x   x   x   x | 45       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   46|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 45   x   x   x   x   x   x   x | 46       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   47|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_1_output_0           |     0|     2|     1| 46  42   x   x   x   x   x   x | 47       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   48|TIDL_PoolingLayer             |end/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 47   x   x   x   x   x   x   x | 48       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   49|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 48   x   x   x   x   x   x   x | 49       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   50|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_2_output_0           |     0|     2|     1| 49  43   x   x   x   x   x   x | 50       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   51|TIDL_PoolingLayer             |layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 50   x   x   x   x   x   x   x | 51       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   52|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 51   x   x   x   x   x   x   x | 52       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   53|TIDL_ConcatLayer              |/backend/layer2/layer2.0/Concat_output_0          |     0|     4|     1| 44  46  49  52   x   x   x   x | 53       |       1       32      160      240 |       1      128      160      240 |   4915200 |
   54|TIDL_ConvolutionLayer         |/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 53   x   x   x   x   x   x   x | 54       |       1      128      160      240 |       1      128      160      240 | 629145600 |
   55|TIDL_PoolingLayer             |d/layer2/layer2.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 54   x   x   x   x   x   x   x | 55       |       1      128      160      240 |       1      128       80      120 |  11059200 |
   56|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/relu/Relu_output_0       |     0|     2|     1| 55  37   x   x   x   x   x   x | 56       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   57|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 56   x   x   x   x   x   x   x | 57       |       1      128       80      120 |       1      128       80      120 | 158515200 |
   58|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_0           |     0|     1|     1| 57   x   x   x   x   x   x   x | 58       |       1      128       80      120 |       1       32       80      120 |         0 |
   59|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_1           |     0|     1|     1| 57   x   x   x   x   x   x   x | 59       |       1      128       80      120 |       1       32       80      120 |         0 |
   60|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_2           |     0|     1|     1| 57   x   x   x   x   x   x   x | 60       |       1      128       80      120 |       1       32       80      120 |         0 |
   61|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_3           |     0|     1|     1| 57   x   x   x   x   x   x   x | 61       |       1      128       80      120 |       1       32       80      120 |         0 |
   62|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 58   x   x   x   x   x   x   x | 62       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   63|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_output_0             |     0|     2|     1| 62  59   x   x   x   x   x   x | 63       |       1       32       80      120 |       1       32       80      120 |    307200 |
   64|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 63   x   x   x   x   x   x   x | 64       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   65|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_1_output_0           |     0|     2|     1| 64  60   x   x   x   x   x   x | 65       |       1       32       80      120 |       1       32       80      120 |    307200 |
   66|TIDL_PoolingLayer             |end/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 65   x   x   x   x   x   x   x | 66       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   67|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 66   x   x   x   x   x   x   x | 67       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   68|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_2_output_0           |     0|     2|     1| 67  61   x   x   x   x   x   x | 68       |       1       32       80      120 |       1       32       80      120 |    307200 |
   69|TIDL_PoolingLayer             |layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 68   x   x   x   x   x   x   x | 69       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   70|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 69   x   x   x   x   x   x   x | 70       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   71|TIDL_ConcatLayer              |/backend/layer2/layer2.1/Concat_output_0          |     0|     4|     1| 62  64  67  70   x   x   x   x | 71       |       1       32       80      120 |       1      128       80      120 |   1228800 |
   72|TIDL_ConvolutionLayer         |/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 71   x   x   x   x   x   x   x | 72       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   73|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/relu/Relu_output_0       |     0|     2|     1| 72  56   x   x   x   x   x   x | 73       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   74|TIDL_ConvolutionLayer         |er3/layer3.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 74       |       1      128       80      120 |       1      256       40       60 |  78643200 |
   75|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 75       |       1      128       80      120 |       1      256       80      120 | 317030400 |
   76|TIDL_ConvolutionLayer         |/c2/Conv_output_0                                 |     0|     1|     1| 73   x   x   x   x   x   x   x | 76       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   77|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_0           |     0|     1|     1| 75   x   x   x   x   x   x   x | 77       |       1      256       80      120 |       1       64       80      120 |         0 |
   78|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_1           |     0|     1|     1| 75   x   x   x   x   x   x   x | 78       |       1      256       80      120 |       1       64       80      120 |         0 |
   79|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_2           |     0|     1|     1| 75   x   x   x   x   x   x   x | 79       |       1      256       80      120 |       1       64       80      120 |         0 |
   80|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_3           |     0|     1|     1| 75   x   x   x   x   x   x   x | 80       |       1      256       80      120 |       1       64       80      120 |         0 |
   81|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 77   x   x   x   x   x   x   x | 81       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   82|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_output_0             |     0|     2|     1| 81  78   x   x   x   x   x   x | 82       |       1       64       80      120 |       1       64       80      120 |    614400 |
   83|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 82   x   x   x   x   x   x   x | 83       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   84|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_1_output_0           |     0|     2|     1| 83  79   x   x   x   x   x   x | 84       |       1       64       80      120 |       1       64       80      120 |    614400 |
   85|TIDL_PoolingLayer             |end/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 84   x   x   x   x   x   x   x | 85       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   86|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 85   x   x   x   x   x   x   x | 86       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   87|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_2_output_0           |     0|     2|     1| 86  80   x   x   x   x   x   x | 87       |       1       64       80      120 |       1       64       80      120 |    614400 |
   88|TIDL_PoolingLayer             |layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 87   x   x   x   x   x   x   x | 88       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   89|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 88   x   x   x   x   x   x   x | 89       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   90|TIDL_ConcatLayer              |/backend/layer3/layer3.0/Concat_output_0          |     0|     4|     1| 81  83  86  89   x   x   x   x | 90       |       1       64       80      120 |       1      256       80      120 |   2457600 |
   91|TIDL_ConvolutionLayer         |/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 90   x   x   x   x   x   x   x | 91       |       1      256       80      120 |       1      256       80      120 | 629145600 |
   92|TIDL_PoolingLayer             |d/layer3/layer3.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 91   x   x   x   x   x   x   x | 92       |       1      256       80      120 |       1      256       40       60 |   5529600 |
   93|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/relu/Relu_output_0       |     0|     2|     1| 92  74   x   x   x   x   x   x | 93       |       1      256       40       60 |       1      256       40       60 |   1228800 |
   94|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 93   x   x   x   x   x   x   x | 94       |       1      256       40       60 |       1      256       40       60 | 157900800 |
   95|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_0           |     0|     1|     1| 94   x   x   x   x   x   x   x | 95       |       1      256       40       60 |       1       64       40       60 |         0 |
   96|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_1           |     0|     1|     1| 94   x   x   x   x   x   x   x | 96       |       1      256       40       60 |       1       64       40       60 |         0 |
   97|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_2           |     0|     1|     1| 94   x   x   x   x   x   x   x | 97       |       1      256       40       60 |       1       64       40       60 |         0 |
   98|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_3           |     0|     1|     1| 94   x   x   x   x   x   x   x | 98       |       1      256       40       60 |       1       64       40       60 |         0 |
   99|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 95   x   x   x   x   x   x   x | 99       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  100|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_output_0             |     0|     2|     1| 99  96   x   x   x   x   x   x |100       |       1       64       40       60 |       1       64       40       60 |    153600 |
  101|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|100   x   x   x   x   x   x   x |101       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  102|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_1_output_0           |     0|     2|     1|101  97   x   x   x   x   x   x |102       |       1       64       40       60 |       1       64       40       60 |    153600 |
  103|TIDL_PoolingLayer             |end/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|102   x   x   x   x   x   x   x |103       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  104|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|103   x   x   x   x   x   x   x |104       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  105|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_2_output_0           |     0|     2|     1|104  98   x   x   x   x   x   x |105       |       1       64       40       60 |       1       64       40       60 |    153600 |
  106|TIDL_PoolingLayer             |layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|105   x   x   x   x   x   x   x |106       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  107|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|106   x   x   x   x   x   x   x |107       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  108|TIDL_ConcatLayer              |/backend/layer3/layer3.1/Concat_output_0          |     0|     4|     1| 99 101 104 107   x   x   x   x |108       |       1       64       40       60 |       1      256       40       60 |    614400 |
  109|TIDL_ConvolutionLayer         |/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|108   x   x   x   x   x   x   x |109       |       1      256       40       60 |       1      256       40       60 | 157286400 |
  110|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/relu/Relu_output_0       |     0|     2|     1|109  93   x   x   x   x   x   x |110       |       1      256       40       60 |       1      256       40       60 |   1228800 |
  111|TIDL_ConvolutionLayer         |er4/layer4.0/downsample/downsample.0/Conv_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |111       |       1      256       40       60 |       1      512       20       30 |  78643200 |
  112|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |112       |       1      256       40       60 |       1      512       40       60 | 315801600 |
  113|TIDL_ConvolutionLayer         |/c3/Conv_output_0                                 |     0|     1|     1|110   x   x   x   x   x   x   x |113       |       1      256       40       60 |       1      128       40       60 |  78643200 |
  114|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_0           |     0|     1|     1|112   x   x   x   x   x   x   x |114       |       1      512       40       60 |       1      128       40       60 |         0 |
  115|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_1           |     0|     1|     1|112   x   x   x   x   x   x   x |115       |       1      512       40       60 |       1      128       40       60 |         0 |
  116|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_2           |     0|     1|     1|112   x   x   x   x   x   x   x |116       |       1      512       40       60 |       1      128       40       60 |         0 |
  117|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_3           |     0|     1|     1|112   x   x   x   x   x   x   x |117       |       1      512       40       60 |       1      128       40       60 |         0 |
  118|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|114   x   x   x   x   x   x   x |118       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  119|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_output_0             |     0|     2|     1|118 115   x   x   x   x   x   x |119       |       1      128       40       60 |       1      128       40       60 |    307200 |
  120|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|119   x   x   x   x   x   x   x |120       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  121|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_1_output_0           |     0|     2|     1|120 116   x   x   x   x   x   x |121       |       1      128       40       60 |       1      128       40       60 |    307200 |
  122|TIDL_PoolingLayer             |end/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|121   x   x   x   x   x   x   x |122       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  123|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|     0|     1|     1|122   x   x   x   x   x   x   x |123       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  124|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_2_output_0           |     0|     2|     1|123 117   x   x   x   x   x   x |124       |       1      128       40       60 |       1      128       40       60 |    307200 |
  125|TIDL_PoolingLayer             |layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|124   x   x   x   x   x   x   x |125       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  126|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv4/conv4.3/Relu_output_0|     0|     1|     1|125   x   x   x   x   x   x   x |126       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  127|TIDL_ConcatLayer              |/backend/layer4/layer4.0/Concat_output_0          |     0|     4|     1|118 120 123 126   x   x   x   x |127       |       1      128       40       60 |       1      512       40       60 |   1228800 |
  128|TIDL_ConvolutionLayer         |/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|127   x   x   x   x   x   x   x |128       |       1      512       40       60 |       1      512       40       60 | 629145600 |
  129|TIDL_PoolingLayer             |d/layer4/layer4.0/conv_downsample/MaxPool_output_0|     0|     1|     1|128   x   x   x   x   x   x   x |129       |       1      512       40       60 |       1      512       20       30 |   2764800 |
  130|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/relu/Relu_output_0       |     0|     2|     1|129 111   x   x   x   x   x   x |130       |       1      512       20       30 |       1      512       20       30 |    614400 |
  131|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|     0|     1|     1|130   x   x   x   x   x   x   x |131       |       1      512       20       30 |       1      512       20       30 | 157593600 |
  132|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_0           |     0|     1|     1|131   x   x   x   x   x   x   x |132       |       1      512       20       30 |       1      128       20       30 |         0 |
  133|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_1           |     0|     1|     1|131   x   x   x   x   x   x   x |133       |       1      512       20       30 |       1      128       20       30 |         0 |
  134|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_2           |     0|     1|     1|131   x   x   x   x   x   x   x |134       |       1      512       20       30 |       1      128       20       30 |         0 |
  135|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_3           |     0|     1|     1|131   x   x   x   x   x   x   x |135       |       1      512       20       30 |       1      128       20       30 |         0 |
  136|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|     0|     1|     1|132   x   x   x   x   x   x   x |136       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  137|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_output_0             |     0|     2|     1|136 133   x   x   x   x   x   x |137       |       1      128       20       30 |       1      128       20       30 |     76800 |
  138|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|137   x   x   x   x   x   x   x |138       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  139|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_1_output_0           |     0|     2|     1|138 134   x   x   x   x   x   x |139       |       1      128       20       30 |       1      128       20       30 |     76800 |
  140|TIDL_PoolingLayer             |end/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|139   x   x   x   x   x   x   x |140       |       1      128       20       30 |       1      128       20       30 |    691200 |
  141|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|140   x   x   x   x   x   x   x |141       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  142|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_2_output_0           |     0|     2|     1|141 135   x   x   x   x   x   x |142       |       1      128       20       30 |       1      128       20       30 |     76800 |
  143|TIDL_PoolingLayer             |layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|142   x   x   x   x   x   x   x |143       |       1      128       20       30 |       1      128       20       30 |    691200 |
  144|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|143   x   x   x   x   x   x   x |144       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  145|TIDL_ConcatLayer              |/backend/layer4/layer4.1/Concat_output_0          |     0|     4|     1|136 138 141 144   x   x   x   x |145       |       1      128       20       30 |       1      512       20       30 |    307200 |
  146|TIDL_ConvolutionLayer         |/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|145   x   x   x   x   x   x   x |146       |       1      512       20       30 |       1      512       20       30 | 157286400 |
  147|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/relu/Relu_output_0       |     0|     2|     1|146 130   x   x   x   x   x   x |147       |       1      512       20       30 |       1      512       20       30 |    614400 |
  148|TIDL_ConvolutionLayer         |/c4/Conv_output_0                                 |     0|     1|     1|147   x   x   x   x   x   x   x |148       |       1      512       20       30 |       1      128       20       30 |  39321600 |
  149|TIDL_ResizeLayer              |/Resize_output_0                                  |     0|     1|     1|148   x   x   x   x   x   x   x |149       |       1      128       20       30 |       1      128       40       60 |   1228800 |
  150|TIDL_ConcatLayer
Processing config file #0 : /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt 
Input : dataId=0, name=input.1_original, elementType 6, scale=1.000000, zero point=0, layout=0
Ouput : dataId=160, name=629, elementType 6, scale=1.000000, zero point=0, layout=0 
     17581284,     16.767 0x7f0b887cf010
worstCaseDelay for Pre-emption is 0.0000000 
Network File Read done
Calling algAlloc
Alg Alloc for Layer # -    0
Alg Alloc for Layer # -    1
Alg Alloc for Layer # -    2
Alg Alloc for Layer # -    3
Alg Alloc for Layer # -    4
Alg Alloc for Layer # -    5
Alg Alloc for Layer # -    6
Alg Alloc for Layer # -    7
Alg Alloc for Layer # -    8
Alg Alloc for Layer # -    9
Alg Alloc for Layer # -   10
Alg Alloc for Layer # -   11
Alg Alloc for Layer # -   12
Alg Alloc for Layer # -   13
Alg Alloc for Layer # -   14
Alg Alloc for Layer # -   15
Alg Alloc for Layer # -   16
Alg Alloc for Layer # -   17
Alg Alloc for Layer # -   18
Alg Alloc for Layer # -   19
Alg Alloc for Layer # -   20
Alg Alloc for Layer # -   21
Alg Alloc for Layer # -   22
Alg Alloc for Layer # -   23
Alg Alloc for Layer # -   24
Alg Alloc for Layer # -   25
Alg Alloc for Layer # -   26
Alg Alloc for Layer # -   27
Alg Alloc for Layer # -   28
Alg Alloc for Layer # -   29
Alg Alloc for Layer # -   30
Alg Alloc for Layer # -   31
Alg Alloc for Layer # -   32
Alg Alloc for Layer # -   33
Alg Alloc for Layer # -   34
Alg Alloc for Layer # -   35
Alg Alloc for Layer # -   36
Alg Alloc for Layer # -   37
Alg Alloc for Layer # -   38
Alg Alloc for Layer # -   39
Alg Alloc for Layer # -   40
Alg Alloc for Layer # -   41
Alg Alloc for Layer # -   42
Alg Alloc for Layer # -   43
Alg Alloc for Layer # -   44
Alg Alloc for Layer # -   45
Alg Alloc for Layer # -   46
Alg Alloc for Layer # -   47
Alg Alloc for Layer # -   48
Alg Alloc for Layer # -   49
Alg Alloc for Layer # -   50
Alg Alloc for Layer # -   51
Alg Alloc for Layer # -   52
Alg Alloc for Layer # -   53
Alg Alloc for Layer # -   54
Alg Alloc for Layer # -   55
Alg Alloc for Layer # -   56
Alg Alloc for Layer # -   57
Alg Alloc for Layer # -   58
Alg Alloc for Layer # -   59
Alg Alloc for Layer # -   60
Alg Alloc for Layer # -   61
Alg Alloc for Layer # -   62
Alg Alloc for Layer # -   63
Alg Alloc for Layer # -   64
Alg Alloc for Layer # -   65
Alg Alloc for Layer # -   66
Alg Alloc for Layer # -   67
Alg Alloc for Layer # -   68
Alg Alloc for Layer # -   69
Alg Alloc for Layer # -   70
Alg Alloc for Layer # -   71
Alg Alloc for Layer # -   72
Alg Alloc for Layer # -   73
Alg Alloc for Layer # -   74
Alg Alloc for Layer # -   75
Alg Alloc for Layer # -   76
Alg Alloc for Layer # -   77
Alg Alloc for Layer # -   78
Alg Alloc for Layer # -   79
Alg Alloc for Layer # -   80
Alg Alloc for Layer # -   81
Alg Alloc for Layer # -   82
Alg Alloc for Layer # -   83
Alg Alloc for Layer # -   84
Alg Alloc for Layer # -   85
Alg Alloc for Layer # -   86
Alg Alloc for Layer # -   87
Alg Alloc for Layer # -   88
Alg Alloc for Layer # -   89
Alg Alloc for Layer # -   90
Alg Alloc for Layer # -   91
Alg Alloc for Layer # -   92
Alg Alloc for Layer # -   93
Alg Alloc for Layer # -   94
Alg Alloc for Layer # -   95
Alg Alloc for Layer # -   96
Alg Alloc for Layer # -   97
Alg Alloc for Layer # -   98
Alg Alloc for Layer # -   99
Alg Alloc for Layer # -  100
Alg Alloc for Layer # -  101
Alg Alloc for Layer # -  102
Alg Alloc for Layer # -  103
Alg Alloc for Layer # -  104
Alg Alloc for Layer # -  105
Alg Alloc for Layer # -  106
Alg Alloc for Layer # -  107
Alg Alloc for Layer # -  108
Alg Alloc for Layer # -  109
Alg Alloc for Layer # -  110
Alg Alloc for Layer # -  111
Alg Alloc for Layer # -  112
Alg Alloc for Layer # -  113
Alg Alloc for Layer # -  114
Alg Alloc for Layer # -  115
Alg Alloc for Layer # -  116
Alg Alloc for Layer # -  117
Alg Alloc for Layer # -  118
Alg Alloc for Layer # -  119
Alg Alloc for Layer # -  120
Alg Alloc for Layer # -  121
Alg Alloc for Layer # -  122
Alg Alloc for Layer # -  123
Alg Alloc for Layer # -  124
Alg Alloc for Layer # -  125
Alg Alloc for Layer # -  126
Alg Alloc for Layer # -  127
Alg Alloc for Layer # -  128
Alg Alloc for Layer # -  129
Alg Alloc for Layer # -  130
Alg Alloc for Layer # -  131
Alg Alloc for Layer # -  132
Alg Alloc for Layer # -  133
Alg Alloc for Layer # -  134
Alg Alloc for Layer # -  135
Alg Alloc for Layer # -  136
Alg Alloc for Layer # -  137
Alg Alloc for Layer # -  138
Alg Alloc for Layer # -  139
Alg Alloc for Layer # -  140
Alg Alloc for Layer # -  141
Alg Alloc for Layer # -  142
Alg Alloc for Layer # -  143
Alg Alloc for Layer # -  144
Alg Alloc for Layer # -  145
Alg Alloc for Layer # -  146
Alg Alloc for Layer # -  147
Alg Alloc for Layer # -  148
Alg Alloc for Layer # -  149
Alg Alloc for Layer # -  150
Alg Alloc for Layer # -  151
Alg Alloc for Layer # -  152
Alg Alloc for Layer # -  153
Alg Alloc for Layer # -  154
Alg Alloc for Layer # -  155
Alg Alloc for Layer # -  156
Alg Alloc for Layer # -  157
Alg Alloc for Layer # -  158
Alg Alloc for Layer # -  159
Alg Alloc for Layer # -  160
Alg Alloc for Layer # -  161

--------------------------------------------
TIDL Memory size requiement (record wise):
MemRecNum   , Space       , Attribute   , Size(KBytes) 
0           , DDR Cacheable, Persistent  , 14.84    
1           , DDR Cacheable, Persistent  , 0.14     
2           , DDR Cacheable, Scratch     , 16.00    
3           , DDR Cacheable, Scratch     , 4.00     
4           , DDR Cacheable, Scratch     , 56.00    
5           , DDR Cacheable, Persistent  , 1447.25  
6           , DDR Cacheable, Scratch     , 510798.81 
7           , DDR Cacheable, Scratch     , 0.12     
8           , DDR Cacheable, Scratch     , 157132.12 
9           , DDR Cacheable, Scratch     , 314267.00 
10          , DDR Cacheable, Scratch     , 0.12     
11          , DDR Cacheable, Persistent  , 1644.12  
12          , DDR Cacheable, Scratch     , 607.62   
13          , DDR Cacheable, Persistent  , 0.12     
14          , DDR Cacheable, Persistent  , 17169.22 
--------------------------------------------
Total memory size requirement (space wise):
Mem Space , Size(KBytes)
DDR Cacheable, 1003157.52
--------------------------------------------
NOTE: Memory requirement in host emulation can be different from the same on EVM
      To get the actual TIDL memory requirement make sure to run on EVM with 
      debugTraceLevel = 2

--------------------------------------------
Num,    Space,     SizeinBytes,   SineInMB
   0,    17,        15192,      0.014 0x55df4e076890
   1,    17,          144,      0.000 0x55df4e076130
   2,    17,        16384,      0.016 0x55df4e07a3f0
   3,    17,         4096,      0.004 0x55df4e07e400
   4,    17,        57344,      0.055 0x55df4e07f410
   5,    17,      1481988,      1.413 0x7f0b88665010
   6,    17,    523057984,    498.827 0x7f0b69391010
   7,    17,          128,      0.000 0x55df4e0718d0
   8,    17,    160903296,    153.449 0x7f0b5fa1d010
   9,    17,    321809408,    306.901 0x7f0b4c736010
  10,    17,          128,      0.000 0x55df4e067720
  11,    17,      1683584,      1.606 0x7f0b4c59a010
  12,    17,       622208,      0.593 0x7f0c1ed39010
  13,    17,          128,      0.000 0x55df4e0761d0
  14,    17,     17581284,     16.767 0x7f0b4b4d5010
Total External Memory (DDR) Size =   1027233296,    979.646 
Alg Init for Layer # -    0 out of  161
Alg Init for Layer # -    1 out of  161
Alg Init for Layer # -    2 out of  161
Alg Init for Layer # -    3 out of  161
Alg Init for Layer # -    4 out of  161
Alg Init for Layer # -    5 out of  161
Alg Init for Layer # -    6 out of  161
Alg Init for Layer # -    7 out of  161
Alg Init for Layer # -    8 out of  161
Alg Init for Layer # -    9 out of  161
Alg Init for Layer # -   10 out of  161
Alg Init for Layer # -   11 out of  161
Alg Init for Layer # -   12 out of  161
Alg Init for Layer # -   13 out of  161
Alg Init for Layer # -   14 out of  161
Alg Init for Layer # -   15 out of  161
Alg Init for Layer # -   16 out of  161
Alg Init for Layer # -   17 out of  161
Alg Init for Layer # -   18 out of  161
Alg Init for Layer # -   19 out of  161
Alg Init for Layer # -   20 out of  161
Alg Init for Layer # -   21 out of  161
Alg Init for Layer # -   22 out of  161
Alg Init for Layer # -   23 out of  161
Alg Init for Layer # -   24 out of  161
Alg Init for Layer # -   25 out of  161
Alg Init for Layer # -   26 out of  161
Alg Init for Layer # -   27 out of  161
Alg Init for Layer # -   28 out of  161
Alg Init for Layer # -   29 out of  161
Alg Init for Layer # -   30 out of  161
Alg Init for Layer # -   31 out of  161
Alg Init for Layer # -   32 out of  161
Alg Init for Layer # -   33 out of  161
Alg Init for Layer # -   34 out of  161
Alg Init for Layer # -   35 out of  161
Alg Init for Layer # -   36 out of  161
Alg Init for Layer # -   37 out of  161
Alg Init for Layer # -   38 out of  161
Alg Init for Layer # -   39 out of  161
Alg Init for Layer # -   40 out of  161
Alg Init for Layer # -   41 out of  161
Alg Init for Layer # -   42 out of  161
Alg Init for Layer # -   43 out of  161
Alg Init for Layer # -   44 out of  161
Alg Init for Layer # -   45 out of  161
Alg Init for Layer # -   46 out of  161
Alg Init for Layer # -   47 out of  161
Alg Init for Layer # -   48 out of  161
Alg Init for Layer # -   49 out of  161
Alg Init for Layer # -   50 out of  161
Alg Init for Layer # -   51 out of  161
Alg Init for Layer # -   52 out of  161
Alg Init for Layer # -   53 out of  161
Alg Init for Layer # -   54 out of  161
Alg Init for Layer # -   55 out of  161
Alg Init for Layer # -   56 out of  161
Alg Init for Layer # -   57 out of  161
Alg Init for Layer # -   58 out of  161
Alg Init for Layer # -   59 out of  161
Alg Init for Layer # -   60 out of  161
Alg Init for Layer # -   61 out of  161
Alg Init for Layer # -   62 out of  161
Alg Init for Layer # -   63 out of  161
Alg Init for Layer # -   64 out of  161
Alg Init for Layer # -   65 out of  161
Alg Init for Layer # -   66 out of  161
Alg Init for Layer # -   67 out of  161
Alg Init for Layer # -   68 out of  161
Alg Init for Layer # -   69 out of  161
Alg Init for Layer # -   70 out of  161
Alg Init for Layer # -   71 out of  161
Alg Init for Layer # -   72 out of  161
Alg Init for Layer # -   73 out of  161
Alg Init for Layer # -   74 out of  161
Alg Init for Layer # -   75 out of  161
Alg Init for Layer # -   76 out of  161
Alg Init for Layer # -   77 out of  161
Alg Init for Layer # -   78 out of  161
Alg Init for Layer # -   79 out of  161
Alg Init for Layer # -   80 out of  161
Alg Init for Layer # -   81 out of  161
Alg Init for Layer # -   82 out of  161
Alg Init for Layer # -   83 out of  161
Alg Init for Layer # -   84 out of  161
Alg Init for Layer # -   85 out of  161
Alg Init for Layer # -   86 out of  161
Alg Init for Layer # -   87 out of  161
Alg Init for Layer # -   88 out of  161
Alg Init for Layer # -   89 out of  161
Alg Init for Layer # -   90 out of  161
Alg Init for Layer # -   91 out of  161
Alg Init for Layer # -   92 out of  161
Alg Init for Layer # -   93 out of  161
Alg Init for Layer # -   94 out of  161
Alg Init for Layer # -   95 out of  161
Alg Init for Layer # -   96 out of  161
Alg Init for Layer # -   97 out of  161
Alg Init for Layer # -   98 out of  161
Alg Init for Layer # -   99 out of  161
Alg Init for Layer # -  100 out of  161
Alg Init for Layer # -  101 out of  161
Alg Init for Layer # -  102 out of  161
Alg Init for Layer # -  103 out of  161
Alg Init for Layer # -  104 out of  161
Alg Init for Layer # -  105 out of  161
Alg Init for Layer # -  106 out of  161
Alg Init for Layer # -  107 out of  161
Alg Init for Layer # -  108 out of  161
Alg Init for Layer # -  109 out of  161
Alg Init for Layer # -  110 out of  161
Alg Init for Layer # -  111 out of  161
Alg Init for Layer # -  112 out of  161
Alg Init for Layer # -  113 out of  161
Alg Init for Layer # -  114 out of  161
Alg Init for Layer # -  115 out of  161
Alg Init for Layer # -  116 out of  161
Alg Init for Layer # -  117 out of  161
Alg Init for Layer # -  118 out of  161
Alg Init for Layer # -  119 out of  161
Alg Init for Layer # -  120 out of  161
Alg Init for Layer # -  121 out of  161
Alg Init for Layer # -  122 out of  161
Alg Init for Layer # -  123 out of  161
Alg Init for Layer # -  124 out of  161
Alg Init for Layer # -  125 out of  161
Alg Init for Layer # -  126 out of  161
Alg Init for Layer # -  127 out of  161
Alg Init for Layer # -  128 out of  161
Alg Init for Layer # -  129 out of  161
Alg Init for Layer # -  130 out of  161
Alg Init for Layer # -  131 out of  161
Alg Init for Layer # -  132 out of  161
Alg Init for Layer # -  133 out of  161
Alg Init for Layer # -  134 out of  161
Alg Init for Layer # -  135 out of  161
Alg Init for Layer # -  136 out of  161
Alg Init for Layer # -  137 out of  161
Alg Init for Layer # -  138 out of  161
Alg Init for Layer # -  139 out of  161
Alg Init for Layer # -  140 out of  161
Alg Init for Layer # -  141 out of  161
Alg Init for Layer # -  142 out of  161
Alg Init for Layer # -  143 out of  161
Alg Init for Layer # -  144 out of  161
Alg Init for Layer # -  145 out of  161
Alg Init for Layer # -  146 out of  161
Alg Init for Layer # -  147 out of  161
Alg Init for Layer # -  148 out of  161
Alg Init for Layer # -  149 out of  161
Alg Init for Layer # -  150 out of  161
Alg Init for Layer # -  151 out of  161
Alg Init for Layer # -  152 out of  161
Alg Init for Layer # -  153 out of  161
Alg Init for Layer # -  154 out of  161
Alg Init for Layer # -  155 out of  161
Alg Init for Layer # -  156 out of  161
Alg Init for Layer # -  157 out of  161
Alg Init for Layer # -  158 out of  161
Alg Init for Layer # -  159 out of  161
Alg Init for Layer # -  160 out of  161
Alg Init for Layer # -  161 out of  161
PREEMPTION: Adding a new priority object for targetPriority = 0, handle = 0x55df4e076890
PREEMPTION: Now total number of priority objects = 1 at priorityId = 0,    with new memRec of base = 0x55df4e0761d0 and size = 128
PREEMPTION: Requesting context memory addr for handle 0x55df4e076890, return Addr = 0x55df4e0761d0
 Freeing memory for user provided Net

 Instance created for  /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt

Processing Cnt :    0, InstCnt :    0 /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin!
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
    14830152,     14.143 0x55df4ef8acd0
    19660800,     18.750 0x7f0b2953c010
 ----------------------- TIDL Process with REF_ONLY FLOW ------------------------

#    0 . ..TIDL_activate is called with handle : 4e076890 
Starting Layer # -    1
Processing Layer # -    1
End of Layer # -    1 with outPtrs[0] = 0x7f0b69391010
Starting Layer # -    2
Processing Layer # -    2
End of Layer # -    2 with outPtrs[0] = 0x7f0b6a688190
Starting Layer # -    3
Processing Layer # -    3
End of Layer # -    3 with outPtrs[0] = 0x7f0b6afe8190
Starting Layer # -    4
Processing Layer # -    4
End of Layer # -    4 with outPtrs[0] = 0x7f0b6b948190
Starting Layer # -    5
Processing Layer # -    5
End of Layer # -    5 with outPtrs[0] = 0x7f0b6bbade90
Starting Layer # -    6
Processing Layer # -    6
End of Layer # -    6 with outPtrs[0] = 0x7f0b6be05e90
Starting Layer # -    7
Processing Layer # -    7
End of Layer # -    7 with outPtrs[0] = 0x7f0b6c05de90
Starting Layer # -    8
Processing Layer # -    8
End of Layer # -    8 with outPtrs[0] = 0x7f0b6c2b5e90
Starting Layer # -    9
Processing Layer # -    9
End of Layer # -    9 with outPtrs[0] = 0x7f0b6c50de90
Starting Layer # -   10
Processing Layer # -   10
End of Layer # -   10 with outPtrs[0] = 0x7f0b6c773b90
Starting Layer # -   11
Processing Layer # -   11
End of Layer # -   11 with outPtrs[0] = 0x7f0b6c50de90
Starting Layer # -   12
Processing Layer # -   12
End of Layer # -   12 with outPtrs[0] = 0x7f0b6c9cbb90
Starting Layer # -   13
Processing Layer # -   13
End of Layer # -   13 with outPtrs[0] = 0x7f0b6cc31890
Starting Layer # -   14
Processing Layer # -   14
End of Layer # -   14 with outPtrs[0] = 0x7f0b6c50de90
Starting Layer # -   15
Processing Layer # -   15
End of Layer # -   15 with outPtrs[0] = 0x7f0b6c9cbb90
Starting Layer # -   16
Processing Layer # -   16
End of Layer # -   16 with outPtrs[0] = 0x7f0b6ce89890
Starting Layer # -   17
Processing Layer # -   17
End of Layer # -   17 with outPtrs[0] = 0x7f0b6d0e1890
Starting Layer # -   18
Processing Layer # -   18
End of Layer # -   18 with outPtrs[0] = 0x7f0b6da41890
Starting Layer # -   19
Processing Layer # -   19
End of Layer # -   19 with outPtrs[0] = 0x7f0b6e3a1890
Starting Layer # -   20
Processing Layer # -   20
End of Layer # -   20 with outPtrs[0] = 0x7f0b6da41890
Starting Layer # -   21
Processing Layer # -   21
End of Layer # -   21 with outPtrs[0] = 0x7f0b6b948190
Starting Layer # -   22
Processing Layer # -   22
End of Layer # -   22 with outPtrs[0] = 0x7f0b6c05de90
Starting Layer # -   23
Processing Layer # -   23
End of Layer # -   23 with outPtrs[0] = 0x7f0b6be05e90
Starting Layer # -   24
Processing Layer # -   24
End of Layer # -   24 with outPtrs[0] = 0x7f0b6bbade90
Starting Layer # -   25
Processing Layer # -   25
End of Layer # -   25 with outPtrs[0] = 0x7f0b6ed01890
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TIDL_process is completed with handle : 4e076890 
 T   73140.94 Skipping static gen-set function
 .... ..... .../home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
 .... .....
Processing Cnt :    1, InstCnt :    0 /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin!
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
    14830152,     14.143 0x55df4f7dcfc0
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End of Layer # -   59 with outPtrs[0] = 0x7f0b7930c890
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End of Layer # -   60 with outPtrs[0] = 0x7f0b79438890
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Processing Layer # -   65
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Processing Layer # -   69
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Processing Layer # -  129
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Processing Layer # -  130
End of Layer # -  130 with outPtrs[0] = 0x7f0b8110ef90
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Processing Layer # -  131
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Starting Layer # -  155
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Starting Layer # -  156
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Starting Layer # -  157
Processing Layer # -  157
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Starting Layer # -  158
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Starting Layer # -  159
Processing Layer # -  159
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Starting Layer # -  160
Processing Layer # -  160
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TIDL_process is completed with handle : 4e076890 
 T   71310.62 Skipping static gen-set function
 .... ..... .../home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
 .... .....TIDL_deactivate is called with handle : 4e076890 
PREEMPTION: Removing priroty object with handle = 0x55df4e076890 and targetPriority = 0,      Number of obejcts left are = 0, removed object with base  = 0x55df4e0761d0 and size =128
              |/Concat_output_0                                  |     0|     2|     1|149 113   x   x   x   x   x   x |150       |       1      128       40       60 |       1      256       40       60 |    614400 |
  151|TIDL_ConvolutionLayer         |/fue_c4_c3/Conv_output_0                          |     0|     1|     1|150   x   x   x   x   x   x   x |151       |       1      256       40       60 |       1      128       40       60 | 707788800 |
  152|TIDL_ResizeLayer              |/Resize_1_output_0                                |     0|     1|     1|151   x   x   x   x   x   x   x |152       |       1      128       40       60 |       1      128       80      120 |   4915200 |
  153|TIDL_ConcatLayer              |/Concat_1_output_0                                |     0|     2|     1|152  76   x   x   x   x   x   x |153       |       1      128       80      120 |       1      256       80      120 |   2457600 |
  154|TIDL_ConvolutionLayer         |/fue_c3_c2/Conv_output_0                          |     0|     1|     1|153   x   x   x   x   x   x   x |154       |       1      256       80      120 |       1      128       80      120 |2831155200 |
  155|TIDL_ResizeLayer              |/Resize_2_output_0                                |     0|     1|     1|154   x   x   x   x   x   x   x |155       |       1      128       80      120 |       1      128      160      240 |  19660800 |
  156|TIDL_ConcatLayer              |/Concat_2_output_0                                |     0|     2|     1|155  39   x   x   x   x   x   x |156       |       1      128      160      240 |       1      256      160      240 |   9830400 |
  157|TIDL_ConvolutionLayer         |/fue_c1_c0/Conv_output_0                          |     0|     1|     1|156   x   x   x   x   x   x   x |157       |       1      256      160      240 |       1      128      160      240 |11324620800 |
  158|TIDL_ConvolutionLayer         |/mask_pred/Conv_output_0                          |     0|     1|     1|157   x   x   x   x   x   x   x |158       |       1      128      160      240 |       1        9      160      240 |  44236800 |
  159|TIDL_ResizeLayer              |/Resize_3_output_0                                |     0|     1|     1|158   x   x   x   x   x   x   x |159       |       1        9      160      240 |       1        9      640      960 |  22118400 |
  160|TIDL_ArgMaxLayer              |629                                               |     0|     1|     1|159   x   x   x   x   x   x   x |160       |       1        9      640      960 |       1        1      640      960 |    614400 |
  161|TIDL_DataLayer                |629                                               |     0|     1|    -1|160   x   x   x   x   x   x   x |  0       |       1        1      640      960 |       0        0        0        0 |         0 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total Giga Macs : 27.2301
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~
cd /home/yuming/Projects/TDA4VM/tidl_tools_all && ./PC_dsp_test_dl_algo.out s:/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt
Warning :: Weight Scale Clipped -       1.11,     528.09,     475.04,    0,  0,   52, /backend/layer2/layer2.0/conv4/conv4.1/Conv 
Warning :: Weight Scale Clipped -       1.39,     727.00,     523.60,    0,  0,   67, /backend/layer2/layer2.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       1.40,     363.47,     260.09,    0,  0,   70, /backend/layer2/layer2.1/conv4/conv4.1/Conv 
Warning :: Tensor Scale for layer 82 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       1.84,     939.68,     510.87,    0,  0,   86, /backend/layer3/layer3.0/conv3/conv3.1/Conv 
Warning :: Tensor Scale for layer 100 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       1.78,     997.28,     561.84,    0,  0,  104, /backend/layer3/layer3.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       1.02,     534.94,     524.41,    0,  0,  107, /backend/layer3/layer3.1/conv4/conv4.1/Conv 
Warning :: Tensor Scale for layer 119 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       3.27,    1271.38,     388.45,    0,  0,  123, /backend/layer4/layer4.0/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       3.52,     713.82,     202.84,    0,  0,  126, /backend/layer4/layer4.0/conv4/conv4.1/Conv 
Warning :: Weight Scale Clipped -       1.01,     681.45,     677.26,    0,  0,  136, /backend/layer4/layer4.1/conv1/conv1.0/Conv 
Warning :: Tensor Scale for layer 137 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       2.04,     673.04,     329.36,    0,  0,  141, /backend/layer4/layer4.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       2.57,     476.74,     185.18,    0,  0,  144, /backend/layer4/layer4.1/conv4/conv4.1/Conv 
Warning :: Tensor Scale for layer 156 is reduced by 1 Bits 
Num of Layer Detected : 162 
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
  Num|TIDL Layer Name               |Out Data Name                                     |Group |#Ins  |#Outs |Inbuf Ids                       |Outbuf Id |In NCHW                             |Out NCHW                            |MACS       |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    0|TIDL_DataLayer                |input.1_original                                  |     0|    -1|     1|  x   x   x   x   x   x   x   x |  0       |       0        0        0        0 |       1        3      640      960 |         0 |
    1|TIDL_ConvolutionLayer         |/backend/conv1/conv1.2/Relu_output_0              |     0|     1|     1|  0   x   x   x   x   x   x   x |  1       |       1        3      640      960 |       1       32      320      480 | 137625600 |
    2|TIDL_ConvolutionLayer         |/backend/conv1/conv1.5/Relu_output_0              |     0|     1|     1|  1   x   x   x   x   x   x   x |  2       |       1       32      320      480 |       1       64      160      240 | 710246400 |
    3|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|  2   x   x   x   x   x   x   x |  3       |       1       64      160      240 |       1       64      160      240 | 159744000 |
    4|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_0           |     0|     1|     1|  3   x   x   x   x   x   x   x |  4       |       1       64      160      240 |       1       16      160      240 |         0 |
    5|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_1           |     0|     1|     1|  3   x   x   x   x   x   x   x |  5       |       1       64      160      240 |       1       16      160      240 |         0 |
    6|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_2           |     0|     1|     1|  3   x   x   x   x   x   x   x |  6       |       1       64      160      240 |       1       16      160      240 |         0 |
    7|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_3           |     0|     1|     1|  3   x   x   x   x   x   x   x |  7       |       1       64      160      240 |       1       16      160      240 |         0 |
    8|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|  4   x   x   x   x   x   x   x |  8       |       1       16      160      240 |       1       16      160      240 |  89088000 |
    9|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_output_0             |     0|     2|     1|  8   5   x   x   x   x   x   x |  9       |       1       16      160      240 |       1       16      160      240 |    614400 |
   10|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|  9   x   x   x   x   x   x   x | 10       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   11|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_1_output_0           |     0|     2|     1| 10   6   x   x   x   x   x   x | 11       |       1       16      160      240 |       1       16      160      240 |    614400 |
   12|TIDL_PoolingLayer             |end/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 11   x   x   x   x   x   x   x | 12       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   13|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 12   x   x   x   x   x   x   x | 13       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   14|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_2_output_0           |     0|     2|     1| 13   7   x   x   x   x   x   x | 14       |       1       16      160      240 |       1       16      160      240 |    614400 |
   15|TIDL_PoolingLayer             |layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 14   x   x   x   x   x   x   x | 15       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   16|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 15   x   x   x   x   x   x   x | 16       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   17|TIDL_ConcatLayer              |/backend/layer1/layer1.0/Concat_output_0          |     0|     4|     1|  8  10  13  16   x   x   x   x | 17       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   18|TIDL_ConvolutionLayer         |/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 17   x   x   x   x   x   x   x | 18       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   19|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/relu/Relu_output_0       |     0|     2|     1| 18   2   x   x   x   x   x   x | 19       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   20|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 19   x   x   x   x   x   x   x | 20       |       1       64      160      240 |       1       64      160      240 | 159744000 |
   21|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_0           |     0|     1|     1| 20   x   x   x   x   x   x   x | 21       |       1       64      160      240 |       1       16      160      240 |         0 |
   22|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_1           |     0|     1|     1| 20   x   x   x   x   x   x   x | 22       |       1       64      160      240 |       1       16      160      240 |         0 |
   23|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_2           |     0|     1|     1| 20   x   x   x   x   x   x   x | 23       |       1       64      160      240 |       1       16      160      240 |         0 |
   24|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_3           |     0|     1|     1| 20   x   x   x   x   x   x   x | 24       |       1       64      160      240 |       1       16      160      240 |         0 |
   25|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 21   x   x   x   x   x   x   x | 25       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   26|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_output_0             |     0|     2|     1| 25  22   x   x   x   x   x   x | 26       |       1       16      160      240 |       1       16      160      240 |    614400 |
   27|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 26   x   x   x   x   x   x   x | 27       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   28|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_1_output_0           |     0|     2|     1| 27  23   x   x   x   x   x   x | 28       |       1       16      160      240 |       1       16      160      240 |    614400 |
   29|TIDL_PoolingLayer             |end/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 28   x   x   x   x   x   x   x | 29       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   30|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 29   x   x   x   x   x   x   x | 30       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   31|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_2_output_0           |     0|     2|     1| 30  24   x   x   x   x   x   x | 31       |       1       16      160      240 |       1       16      160      240 |    614400 |
   32|TIDL_PoolingLayer             |layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 31   x   x   x   x   x   x   x | 32       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   33|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 32   x   x   x   x   x   x   x | 33       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   34|TIDL_ConcatLayer              |/backend/layer1/layer1.1/Concat_output_0          |     0|     4|     1| 25  27  30  33   x   x   x   x | 34       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   35|TIDL_ConvolutionLayer         |/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 34   x   x   x   x   x   x   x | 35       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   36|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/relu/Relu_output_0       |     0|     2|     1| 35  19   x   x   x   x   x   x | 36       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   37|TIDL_ConvolutionLayer         |er2/layer2.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 37       |       1       64      160      240 |       1      128       80      120 |  78643200 |
   38|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 38       |       1       64      160      240 |       1      128      160      240 | 319488000 |
   39|TIDL_ConvolutionLayer         |/c1/Conv_output_0                                 |     0|     1|     1| 36   x   x   x   x   x   x   x | 39       |       1       64      160      240 |       1      128      160      240 | 314572800 |
   40|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_0           |     0|     1|     1| 38   x   x   x   x   x   x   x | 40       |       1      128      160      240 |       1       32      160      240 |         0 |
   41|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_1           |     0|     1|     1| 38   x   x   x   x   x   x   x | 41       |       1      128      160      240 |       1       32      160      240 |         0 |
   42|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_2           |     0|     1|     1| 38   x   x   x   x   x   x   x | 42       |       1      128      160      240 |       1       32      160      240 |         0 |
   43|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_3           |     0|     1|     1| 38   x   x   x   x   x   x   x | 43       |       1      128      160      240 |       1       32      160      240 |         0 |
   44|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 40   x   x   x   x   x   x   x | 44       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   45|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_output_0             |     0|     2|     1| 44  41   x   x   x   x   x   x | 45       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   46|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 45   x   x   x   x   x   x   x | 46       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   47|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_1_output_0           |     0|     2|     1| 46  42   x   x   x   x   x   x | 47       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   48|TIDL_PoolingLayer             |end/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 47   x   x   x   x   x   x   x | 48       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   49|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 48   x   x   x   x   x   x   x | 49       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   50|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_2_output_0           |     0|     2|     1| 49  43   x   x   x   x   x   x | 50       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   51|TIDL_PoolingLayer             |layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 50   x   x   x   x   x   x   x | 51       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   52|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 51   x   x   x   x   x   x   x | 52       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   53|TIDL_ConcatLayer              |/backend/layer2/layer2.0/Concat_output_0          |     0|     4|     1| 44  46  49  52   x   x   x   x | 53       |       1       32      160      240 |       1      128      160      240 |   4915200 |
   54|TIDL_ConvolutionLayer         |/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 53   x   x   x   x   x   x   x | 54       |       1      128      160      240 |       1      128      160      240 | 629145600 |
   55|TIDL_PoolingLayer             |d/layer2/layer2.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 54   x   x   x   x   x   x   x | 55       |       1      128      160      240 |       1      128       80      120 |  11059200 |
   56|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/relu/Relu_output_0       |     0|     2|     1| 55  37   x   x   x   x   x   x | 56       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   57|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 56   x   x   x   x   x   x   x | 57       |       1      128       80      120 |       1      128       80      120 | 158515200 |
   58|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_0           |     0|     1|     1| 57   x   x   x   x   x   x   x | 58       |       1      128       80      120 |       1       32       80      120 |         0 |
   59|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_1           |     0|     1|     1| 57   x   x   x   x   x   x   x | 59       |       1      128       80      120 |       1       32       80      120 |         0 |
   60|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_2           |     0|     1|     1| 57   x   x   x   x   x   x   x | 60       |       1      128       80      120 |       1       32       80      120 |         0 |
   61|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_3           |     0|     1|     1| 57   x   x   x   x   x   x   x | 61       |       1      128       80      120 |       1       32       80      120 |         0 |
   62|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 58   x   x   x   x   x   x   x | 62       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   63|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_output_0             |     0|     2|     1| 62  59   x   x   x   x   x   x | 63       |       1       32       80      120 |       1       32       80      120 |    307200 |
   64|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 63   x   x   x   x   x   x   x | 64       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   65|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_1_output_0           |     0|     2|     1| 64  60   x   x   x   x   x   x | 65       |       1       32       80      120 |       1       32       80      120 |    307200 |
   66|TIDL_PoolingLayer             |end/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 65   x   x   x   x   x   x   x | 66       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   67|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 66   x   x   x   x   x   x   x | 67       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   68|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_2_output_0           |     0|     2|     1| 67  61   x   x   x   x   x   x | 68       |       1       32       80      120 |       1       32       80      120 |    307200 |
   69|TIDL_PoolingLayer             |layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 68   x   x   x   x   x   x   x | 69       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   70|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 69   x   x   x   x   x   x   x | 70       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   71|TIDL_ConcatLayer              |/backend/layer2/layer2.1/Concat_output_0          |     0|     4|     1| 62  64  67  70   x   x   x   x | 71       |       1       32       80      120 |       1      128       80      120 |   1228800 |
   72|TIDL_ConvolutionLayer         |/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 71   x   x   x   x   x   x   x | 72       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   73|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/relu/Relu_output_0       |     0|     2|     1| 72  56   x   x   x   x   x   x | 73       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   74|TIDL_ConvolutionLayer         |er3/layer3.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 74       |       1      128       80      120 |       1      256       40       60 |  78643200 |
   75|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 75       |       1      128       80      120 |       1      256       80      120 | 317030400 |
   76|TIDL_ConvolutionLayer         |/c2/Conv_output_0                                 |     0|     1|     1| 73   x   x   x   x   x   x   x | 76       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   77|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_0           |     0|     1|     1| 75   x   x   x   x   x   x   x | 77       |       1      256       80      120 |       1       64       80      120 |         0 |
   78|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_1           |     0|     1|     1| 75   x   x   x   x   x   x   x | 78       |       1      256       80      120 |       1       64       80      120 |         0 |
   79|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_2           |     0|     1|     1| 75   x   x   x   x   x   x   x | 79       |       1      256       80      120 |       1       64       80      120 |         0 |
   80|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_3           |     0|     1|     1| 75   x   x   x   x   x   x   x | 80       |       1      256       80      120 |       1       64       80      120 |         0 |
   81|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 77   x   x   x   x   x   x   x | 81       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   82|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_output_0             |     0|     2|     1| 81  78   x   x   x   x   x   x | 82       |       1       64       80      120 |       1       64       80      120 |    614400 |
   83|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 82   x   x   x   x   x   x   x | 83       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   84|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_1_output_0           |     0|     2|     1| 83  79   x   x   x   x   x   x | 84       |       1       64       80      120 |       1       64       80      120 |    614400 |
   85|TIDL_PoolingLayer             |end/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 84   x   x   x   x   x   x   x | 85       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   86|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 85   x   x   x   x   x   x   x | 86       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   87|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_2_output_0           |     0|     2|     1| 86  80   x   x   x   x   x   x | 87       |       1       64       80      120 |       1       64       80      120 |    614400 |
   88|TIDL_PoolingLayer             |layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 87   x   x   x   x   x   x   x | 88       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   89|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 88   x   x   x   x   x   x   x | 89       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   90|TIDL_ConcatLayer              |/backend/layer3/layer3.0/Concat_output_0          |     0|     4|     1| 81  83  86  89   x   x   x   x | 90       |       1       64       80      120 |       1      256       80      120 |   2457600 |
   91|TIDL_ConvolutionLayer         |/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 90   x   x   x   x   x   x   x | 91       |       1      256       80      120 |       1      256       80      120 | 629145600 |
   92|TIDL_PoolingLayer             |d/layer3/layer3.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 91   x   x   x   x   x   x   x | 92       |       1      256       80      120 |       1      256       40       60 |   5529600 |
   93|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/relu/Relu_output_0       |     0|     2|     1| 92  74   x   x   x   x   x   x | 93       |       1      256       40       60 |       1      256       40       60 |   1228800 |
   94|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 93   x   x   x   x   x   x   x | 94       |       1      256       40       60 |       1      256       40       60 | 157900800 |
   95|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_0           |     0|     1|     1| 94   x   x   x   x   x   x   x | 95       |       1      256       40       60 |       1       64       40       60 |         0 |
   96|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_1           |     0|     1|     1| 94   x   x   x   x   x   x   x | 96       |       1      256       40       60 |       1       64       40       60 |         0 |
   97|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_2           |     0|     1|     1| 94   x   x   x   x   x   x   x | 97       |       1      256       40       60 |       1       64       40       60 |         0 |
   98|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_3           |     0|     1|     1| 94   x   x   x   x   x   x   x | 98       |       1      256       40       60 |       1       64       40       60 |         0 |
   99|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 95   x   x   x   x   x   x   x | 99       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  100|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_output_0             |     0|     2|     1| 99  96   x   x   x   x   x   x |100       |       1       64       40       60 |       1       64       40       60 |    153600 |
  101|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|100   x   x   x   x   x   x   x |101       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  102|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_1_output_0           |     0|     2|     1|101  97   x   x   x   x   x   x |102       |       1       64       40       60 |       1       64       40       60 |    153600 |
  103|TIDL_PoolingLayer             |end/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|102   x   x   x   x   x   x   x |103       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  104|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|103   x   x   x   x   x   x   x |104       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  105|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_2_output_0           |     0|     2|     1|104  98   x   x   x   x   x   x |105       |       1       64       40       60 |       1       64       40       60 |    153600 |
  106|TIDL_PoolingLayer             |layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|105   x   x   x   x   x   x   x |106       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  107|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|106   x   x   x   x   x   x   x |107       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  108|TIDL_ConcatLayer              |/backend/layer3/layer3.1/Concat_output_0          |     0|     4|     1| 99 101 104 107   x   x   x   x |108       |       1       64       40       60 |       1      256       40       60 |    614400 |
  109|TIDL_ConvolutionLayer         |/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|108   x   x   x   x   x   x   x |109       |       1      256       40       60 |       1      256       40       60 | 157286400 |
  110|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/relu/Relu_output_0       |     0|     2|     1|109  93   x   x   x   x   x   x |110       |       1      256       40       60 |       1      256       40       60 |   1228800 |
  111|TIDL_ConvolutionLayer         |er4/layer4.0/downsample/downsample.0/Conv_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |111       |       1      256       40       60 |       1      512       20       30 |  78643200 |
  112|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |112       |       1      256       40       60 |       1      512       40       60 | 315801600 |
  113|TIDL_ConvolutionLayer         |/c3/Conv_output_0                                 |     0|     1|     1|110   x   x   x   x   x   x   x |113       |       1      256       40       60 |       1      128       40       60 |  78643200 |
  114|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_0           |     0|     1|     1|112   x   x   x   x   x   x   x |114       |       1      512       40       60 |       1      128       40       60 |         0 |
  115|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_1           |     0|     1|     1|112   x   x   x   x   x   x   x |115       |       1      512       40       60 |       1      128       40       60 |         0 |
  116|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_2           |     0|     1|     1|112   x   x   x   x   x   x   x |116       |       1      512       40       60 |       1      128       40       60 |         0 |
  117|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_3           |     0|     1|     1|112   x   x   x   x   x   x   x |117       |       1      512       40       60 |       1      128       40       60 |         0 |
  118|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|114   x   x   x   x   x   x   x |118       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  119|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_output_0             |     0|     2|     1|118 115   x   x   x   x   x   x |119       |       1      128       40       60 |       1      128       40       60 |    307200 |
  120|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|119   x   x   x   x   x   x   x |120       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  121|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_1_output_0           |     0|     2|     1|120 116   x   x   x   x   x   x |121       |       1      128       40       60 |       1      128       40       60 |    307200 |
  122|TIDL_PoolingLayer             |end/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|121   x   x   x   x   x   x   x |122       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  123|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|     0|     1|     1|122   x   x   x   x   x   x   x |123       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  124|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_2_output_0           |     0|     2|     1|123 117   x   x   x   x   x   x |124       |       1      128       40       60 |       1      128       40       60 |    307200 |
  125|TIDL_PoolingLayer             |layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|124   x   x   x   x   x   x   x |125       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  126|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv4/conv4.3/Relu_output_0|     0|     1|     1|125   x   x   x   x   x   x   x |126       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  127|TIDL_ConcatLayer              |/backend/layer4/layer4.0/Concat_output_0          |     0|     4|     1|118 120 123 126   x   x   x   x |127       |       1      128       40       60 |       1      512       40       60 |   1228800 |
  128|TIDL_ConvolutionLayer         |/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|127   x   x   x   x   x   x   x |128       |       1      512       40       60 |       1      512       40       60 | 629145600 |
  129|TIDL_PoolingLayer             |d/layer4/layer4.0/conv_downsample/MaxPool_output_0|     0|     1|     1|128   x   x   x   x   x   x   x |129       |       1      512       40       60 |       1      512       20       30 |   2764800 |
  130|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/relu/Relu_output_0       |     0|     2|     1|129 111   x   x   x   x   x   x |130       |       1      512       20       30 |       1      512       20       30 |    614400 |
  131|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|     0|     1|     1|130   x   x   x   x   x   x   x |131       |       1      512       20       30 |       1      512       20       30 | 157593600 |
  132|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_0           |     0|     1|     1|131   x   x   x   x   x   x   x |132       |       1      512       20       30 |       1      128       20       30 |         0 |
  133|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_1           |     0|     1|     1|131   x   x   x   x   x   x   x |133       |       1      512       20       30 |       1      128       20       30 |         0 |
  134|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_2           |     0|     1|     1|131   x   x   x   x   x   x   x |134       |       1      512       20       30 |       1      128       20       30 |         0 |
  135|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_3           |     0|     1|     1|131   x   x   x   x   x   x   x |135       |       1      512       20       30 |       1      128       20       30 |         0 |
  136|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|     0|     1|     1|132   x   x   x   x   x   x   x |136       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  137|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_output_0             |     0|     2|     1|136 133   x   x   x   x   x   x |137       |       1      128       20       30 |       1      128       20       30 |     76800 |
  138|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|137   x   x   x   x   x   x   x |138       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  139|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_1_output_0           |     0|     2|     1|138 134   x   x   x   x   x   x |139       |       1      128       20       30 |       1      128       20       30 |     76800 |
  140|TIDL_PoolingLayer             |end/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|139   x   x   x   x   x   x   x |140       |       1      128       20       30 |       1      128       20       30 |    691200 |
  141|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|140   x   x   x   x   x   x   x |141       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  142|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_2_output_0           |     0|     2|     1|141 135   x   x   x   x   x   x |142       |       1      128       20       30 |       1      128       20       30 |     76800 |
  143|TIDL_PoolingLayer             |layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|142   x   x   x   x   x   x   x |143       |       1      128       20       30 |       1      128       20       30 |    691200 |
  144|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|143   x   x   x   x   x   x   x |144       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  145|TIDL_ConcatLayer              |/backend/layer4/layer4.1/Concat_output_0          |     0|     4|     1|136 138 141 144   x   x   x   x |145       |       1      128       20       30 |       1      512       20       30 |    307200 |
  146|TIDL_ConvolutionLayer         |/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|145   x   x   x   x   x   x   x |146       |       1      512       20       30 |       1      512       20       30 | 157286400 |
  147|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/relu/Relu_output_0       |     0|     2|     1|146 130   x   x   x   x   x   x |147       |       1      512       20       30 |       1      512       20       30 |    614400 |
  148|TIDL_ConvolutionLayer         |/c4/Conv_output_0                                 |     0|     1|     1|147   x   x   x   x   x   x   x |148       |       1      512       20       30 |       1      128       20       30 |  39321600 |
  149|TIDL_ResizeLayer              |/Resize_output_0                                  |     0|     1|     1|148   x   x   x   x   x   x   x |149       |       1      128       20       30 |       1      128       40       60 |   1228800 |
  150|TIDL_ConcatLayer              |/Concat_output_0                                  |     0|     2|     1|149 113   x   x   x   x   x   x |150       |       1      128       40       60 |       1      256       40       60 |    614400 |
  151|TIDL_ConvolutionLayer         |/fue_c4_c3/Conv_output_0                          |     0|     1|     1|150   x   x   x   x   x   x   x |151       |       1      256       40       60 |       1      128       40       60 | 707788800 |
  152|TIDL_ResizeLayer              |/Resize_1_output_0                                |     0|     1|     1|151   x   x   x   x   x   x   x |152       |       1      128       40       60 |       1      128       80      120 |   4915200 |
  153|TIDL_ConcatLayer              |/Concat_1_output_0                                |     0|     2|     1|152  76   x   x   x   x   x   x |153       |       1      128       80      120 |       1      256       80      120 |   2457600 |
  154|TIDL_ConvolutionLayer         |/fue_c3_c2/Conv_output_0                          |     0|     1|     1|153   x   x   x   x   x   x   x |154       |       1      256       80      120 |       1      128       80      120 |2831155200 |
  155|TIDL_ResizeLayer              |/Resize_2_output_0                                |     0|     1|     1|154   x   x   x   x   x   x   x |155       |       1      128       80      120 |       1      128      160      240 |  19660800 |
  156|TIDL_ConcatLayer              |/Concat_2_output_0                                |     0|     2|     1|155  39   x   x   x   x   x   x |156       |       1      128      160      240 |       1      256      160      240 |   9830400 |
  157|TIDL_ConvolutionLayer         |/fue_c1_c0/Conv_output_0                          |     0|     1|     1|156   x   x   x   x   x   x   x |157       |       1      256      160      240 |       1      128      160      240 |11324620800 |
  158|TIDL_ConvolutionLayer         |/mask_pred/Conv_output_0                          |     0|     1|     1|157   x   x   x   x   x   x   x |158       |       1      128      160      240 |       1        9      160      240 |  44236800 |
  159|TIDL_ResizeLayer              |/Resize_3_output_0                                |     0|     1|     1|158   x   x   x   x   x   x   x |159       |       1        9      160      240 |       1        9      640      960 |  22118400 |
  160|TIDL_ArgMaxLayer              |629                                               |     0|     1|     1|159   x   x   x   x   x   x   x |160       |       1        9      640      960 |       1        1      640      960 |    614400 |
  161|TIDL_DataLayer                |629                                               |     0|     1|    -1|160   x   x   x   x   x   x   x |  0       |       1        1      640      960 |       0        0        0        0 |         0 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total Giga Macs : 27.2301
---------------------------------------------
Processing config file #0 : /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt 
Input : dataId=0, name=input.1_original, elementType 0, scale=1.000000, zero point=0, layout=0
Ouput : dataId=160, name=629, elementType 0, scale=1.000000, zero point=0, layout=0 
      5603986,      5.344 0x7fb0c3504010
worstCaseDelay for Pre-emption is 0.0000000 
Network File Read done
Calling algAlloc
Alg Alloc for Layer # -    0
Alg Alloc for Layer # -    1
Alg Alloc for Layer # -    2
Alg Alloc for Layer # -    3
Alg Alloc for Layer # -    4
Alg Alloc for Layer # -    5
Alg Alloc for Layer # -    6
Alg Alloc for Layer # -    7
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Alg Alloc for Layer # -   10
Alg Alloc for Layer # -   11
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Alg Alloc for Layer # -   13
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Alg Alloc for Layer # -   17
Alg Alloc for Layer # -   18
Alg Alloc for Layer # -   19
Alg Alloc for Layer # -   20
Alg Alloc for Layer # -   21
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Alg Alloc for Layer # -   24
Alg Alloc for Layer # -   25
Alg Alloc for Layer # -   26
Alg Alloc for Layer # -   27
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Alg Alloc for Layer # -   29
Alg Alloc for Layer # -   30
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Alg Alloc for Layer # -   35
Alg Alloc for Layer # -   36
Alg Alloc for Layer # -   37
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Alg Alloc for Layer # -   39
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Alg Alloc for Layer # -   41
Alg Alloc for Layer # -   42
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Alg Alloc for Layer # -   45
Alg Alloc for Layer # -   46
Alg Alloc for Layer # -   47
Alg Alloc for Layer # -   48
Alg Alloc for Layer # -   49
Alg Alloc for Layer # -   50
Alg Alloc for Layer # -   51
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Alg Alloc for Layer # -   53
Alg Alloc for Layer # -   54
Alg Alloc for Layer # -   55
Alg Alloc for Layer # -   56
Alg Alloc for Layer # -   57
Alg Alloc for Layer # -   58
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Alg Alloc for Layer # -   60
Alg Alloc for Layer # -   61
Alg Alloc for Layer # -   62
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Alg Alloc for Layer # -   64
Alg Alloc for Layer # -   65
Alg Alloc for Layer # -   66
Alg Alloc for Layer # -   67
Alg Alloc for Layer # -   68
Alg Alloc for Layer # -   69
Alg Alloc for Layer # -   70
Alg Alloc for Layer # -   71
Alg Alloc for Layer # -   72
Alg Alloc for Layer # -   73
Alg Alloc for Layer # -   74
Alg Alloc for Layer # -   75
Alg Alloc for Layer # -   76
Alg Alloc for Layer # -   77
Alg Alloc for Layer # -   78
Alg Alloc for Layer # -   79
Alg Alloc for Layer # -   80
Alg Alloc for Layer # -   81
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Alg Alloc for Layer # -   84
Alg Alloc for Layer # -   85
Alg Alloc for Layer # -   86
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Alg Alloc for Layer # -   88
Alg Alloc for Layer # -   89
Alg Alloc for Layer # -   90
Alg Alloc for Layer # -   91
Alg Alloc for Layer # -   92
Alg Alloc for Layer # -   93
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Alg Alloc for Layer # -   95
Alg Alloc for Layer # -   96
Alg Alloc for Layer # -   97
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Alg Alloc for Layer # -  102
Alg Alloc for Layer # -  103
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Alg Alloc for Layer # -  105
Alg Alloc for Layer # -  106
Alg Alloc for Layer # -  107
Alg Alloc for Layer # -  108
Alg Alloc for Layer # -  109
Alg Alloc for Layer # -  110
Alg Alloc for Layer # -  111
Alg Alloc for Layer # -  112
Alg Alloc for Layer # -  113
Alg Alloc for Layer # -  114
Alg Alloc for Layer # -  115
Alg Alloc for Layer # -  116
Alg Alloc for Layer # -  117
Alg Alloc for Layer # -  118
Alg Alloc for Layer # -  119
Alg Alloc for Layer # -  120
Alg Alloc for Layer # -  121
Alg Alloc for Layer # -  122
Alg Alloc for Layer # -  123
Alg Alloc for Layer # -  124
Alg Alloc for Layer # -  125
Alg Alloc for Layer # -  126
Alg Alloc for Layer # -  127
Alg Alloc for Layer # -  128
Alg Alloc for Layer # -  129
Alg Alloc for Layer # -  130
Alg Alloc for Layer # -  131
Alg Alloc for Layer # -  132
Alg Alloc for Layer # -  133
Alg Alloc for Layer # -  134
Alg Alloc for Layer # -  135
Alg Alloc for Layer # -  136
Alg Alloc for Layer # -  137
Alg Alloc for Layer # -  138
Alg Alloc for Layer # -  139
Alg Alloc for Layer # -  140
Alg Alloc for Layer # -  141
Alg Alloc for Layer # -  142
Alg Alloc for Layer # -  143
Alg Alloc for Layer # -  144
Alg Alloc for Layer # -  145
Alg Alloc for Layer # -  146
Alg Alloc for Layer # -  147
Alg Alloc for Layer # -  148
Alg Alloc for Layer # -  149
Alg Alloc for Layer # -  150
Alg Alloc for Layer # -  151
Alg Alloc for Layer # -  152
Alg Alloc for Layer # -  153
Alg Alloc for Layer # -  154
Alg Alloc for Layer # -  155
Alg Alloc for Layer # -  156
Alg Alloc for Layer # -  157
Alg Alloc for Layer # -  158
Alg Alloc for Layer # -  159
Alg Alloc for Layer # -  160
Alg Alloc for Layer # -  161

--------------------------------------------
TIDL Memory size requiement (record wise):
MemRecNum   , Space       , Attribute   , Size(KBytes) 
0           , DDR Cacheable, Persistent  , 14.84    
1           , DDR Cacheable, Persistent  , 0.14     
2           , DDR Cacheable, Scratch     , 16.00    
3           , DDR Cacheable, Scratch     , 4.00     
4           , DDR Cacheable, Scratch     , 56.00    
5           , DDR Cacheable, Persistent  , 623.78   
6           , DDR Cacheable, Scratch     , 137506.80 
7           , DDR Cacheable, Scratch     , 0.12     
8           , DDR Cacheable, Scratch     , 39283.12 
9           , DDR Cacheable, Scratch     , 78569.00 
10          , DDR Cacheable, Scratch     , 0.12     
11          , DDR Cacheable, Persistent  , 1644.12  
12          , DDR Cacheable, Scratch     , 602.00   
13          , DDR Cacheable, Persistent  , 0.12     
14          , DDR Cacheable, Persistent  , 5472.64  
--------------------------------------------
Total memory size requirement (space wise):
Mem Space , Size(KBytes)
DDR Cacheable, 263792.82
--------------------------------------------
NOTE: Memory requirement in host emulation can be different from the same on EVM
      To get the actual TIDL memory requirement make sure to run on EVM with 
      debugTraceLevel = 2

--------------------------------------------
Num,    Space,     SizeinBytes,   SineInMB
   0,    17,        15192,      0.014 0x555d0139c1c0
   1,    17,          144,      0.000 0x555d0139ba60
   2,    17,        16384,      0.016 0x555d0139fd20
   3,    17,         4096,      0.004 0x555d013a3d30
   4,    17,        57344,      0.055 0x555d013a4d40
   5,    17,       638748,      0.609 0x7fb158efe010
   6,    17,    140806960,    134.284 0x7fb0baebb010
   7,    17,          128,      0.000 0x555d01397200
   8,    17,     40225920,     38.362 0x7fb0b885e010
   9,    17,     80454656,     76.728 0x7fb0b3ba3010
  10,    17,          128,      0.000 0x555d0138f730
  11,    17,      1683584,      1.606 0x7fb0b3a07010
  12,    17,       616448,      0.588 0x7fb0b3970010
  13,    17,          128,      0.000 0x555d0139bb00
  14,    17,      5603986,      5.344 0x7fb0b3417010
Total External Memory (DDR) Size =    270123846,    257.610 
Alg Init for Layer # -    0 out of  161
Alg Init for Layer # -    1 out of  161
Alg Init for Layer # -    2 out of  161
Alg Init for Layer # -    3 out of  161
Alg Init for Layer # -    4 out of  161
Alg Init for Layer # -    5 out of  161
Alg Init for Layer # -    6 out of  161
Alg Init for Layer # -    7 out of  161
Alg Init for Layer # -    8 out of  161
Alg Init for Layer # -    9 out of  161
Alg Init for Layer # -   10 out of  161
Alg Init for Layer # -   11 out of  161
Alg Init for Layer # -   12 out of  161
Alg Init for Layer # -   13 out of  161
Alg Init for Layer # -   14 out of  161
Alg Init for Layer # -   15 out of  161
Alg Init for Layer # -   16 out of  161
Alg Init for Layer # -   17 out of  161
Alg Init for Layer # -   18 out of  161
Alg Init for Layer # -   19 out of  161
Alg Init for Layer # -   20 out of  161
Alg Init for Layer # -   21 out of  161
Alg Init for Layer # -   22 out of  161
Alg Init for Layer # -   23 out of  161
Alg Init for Layer # -   24 out of  161
Alg Init for Layer # -   25 out of  161
Alg Init for Layer # -   26 out of  161
Alg Init for Layer # -   27 out of  161
Alg Init for Layer # -   28 out of  161
Alg Init for Layer # -   29 out of  161
Alg Init for Layer # -   30 out of  161
Alg Init for Layer # -   31 out of  161
Alg Init for Layer # -   32 out of  161
Alg Init for Layer # -   33 out of  161
Alg Init for Layer # -   34 out of  161
Alg Init for Layer # -   35 out of  161
Alg Init for Layer # -   36 out of  161
Alg Init for Layer # -   37 out of  161
Alg Init for Layer # -   38 out of  161
Alg Init for Layer # -   39 out of  161
Alg Init for Layer # -   40 out of  161
Alg Init for Layer # -   41 out of  161
Alg Init for Layer # -   42 out of  161
Alg Init for Layer # -   43 out of  161
Alg Init for Layer # -   44 out of  161
Alg Init for Layer # -   45 out of  161
Alg Init for Layer # -   46 out of  161
Alg Init for Layer # -   47 out of  161
Alg Init for Layer # -   48 out of  161
Alg Init for Layer # -   49 out of  161
Alg Init for Layer # -   50 out of  161
Alg Init for Layer # -   51 out of  161
Alg Init for Layer # -   52 out of  161
Alg Init for Layer # -   53 out of  161
Alg Init for Layer # -   54 out of  161
Alg Init for Layer # -   55 out of  161
Alg Init for Layer # -   56 out of  161
Alg Init for Layer # -   57 out of  161
Alg Init for Layer # -   58 out of  161
Alg Init for Layer # -   59 out of  161
Alg Init for Layer # -   60 out of  161
Alg Init for Layer # -   61 out of  161
Alg Init for Layer # -   62 out of  161
Alg Init for Layer # -   63 out of  161
Alg Init for Layer # -   64 out of  161
Alg Init for Layer # -   65 out of  161
Alg Init for Layer # -   66 out of  161
Alg Init for Layer # -   67 out of  161
Alg Init for Layer # -   68 out of  161
Alg Init for Layer # -   69 out of  161
Alg Init for Layer # -   70 out of  161
Alg Init for Layer # -   71 out of  161
Alg Init for Layer # -   72 out of  161
Alg Init for Layer # -   73 out of  161
Alg Init for Layer # -   74 out of  161
Alg Init for Layer # -   75 out of  161
Alg Init for Layer # -   76 out of  161
Alg Init for Layer # -   77 out of  161
Alg Init for Layer # -   78 out of  161
Alg Init for Layer # -   79 out of  161
Alg Init for Layer # -   80 out of  161
Alg Init for Layer # -   81 out of  161
Alg Init for Layer # -   82 out of  161
Alg Init for Layer # -   83 out of  161
Alg Init for Layer # -   84 out of  161
Alg Init for Layer # -   85 out of  161
Alg Init for Layer # -   86 out of  161
Alg Init for Layer # -   87 out of  161
Alg Init for Layer # -   88 out of  161
Alg Init for Layer # -   89 out of  161
Alg Init for Layer # -   90 out of  161
Alg Init for Layer # -   91 out of  161
Alg Init for Layer # -   92 out of  161
Alg Init for Layer # -   93 out of  161
Alg Init for Layer # -   94 out of  161
Alg Init for Layer # -   95 out of  161
Alg Init for Layer # -   96 out of  161
Alg Init for Layer # -   97 out of  161
Alg Init for Layer # -   98 out of  161
Alg Init for Layer # -   99 out of  161
Alg Init for Layer # -  100 out of  161
Alg Init for Layer # -  101 out of  161
Alg Init for Layer # -  102 out of  161
Alg Init for Layer # -  103 out of  161
Alg Init for Layer # -  104 out of  161
Alg Init for Layer # -  105 out of  161
Alg Init for Layer # -  106 out of  161
Alg Init for Layer # -  107 out of  161
Alg Init for Layer # -  108 out of  161
Alg Init for Layer # -  109 out of  161
Alg Init for Layer # -  110 out of  161
Alg Init for Layer # -  111 out of  161
Alg Init for Layer # -  112 out of  161
Alg Init for Layer # -  113 out of  161
Alg Init for Layer # -  114 out of  161
Alg Init for Layer # -  115 out of  161
Alg Init for Layer # -  116 out of  161
Alg Init for Layer # -  117 out of  161
Alg Init for Layer # -  118 out of  161
Alg Init for Layer # -  119 out of  161
Alg Init for Layer # -  120 out of  161
Alg Init for Layer # -  121 out of  161
Alg Init for Layer # -  122 out of  161
Alg Init for Layer # -  123 out of  161
Alg Init for Layer # -  124 out of  161
Alg Init for Layer # -  125 out of  161
Alg Init for Layer # -  126 out of  161
Alg Init for Layer # -  127 out of  161
Alg Init for Layer # -  128 out of  161
Alg Init for Layer # -  129 out of  161
Alg Init for Layer # -  130 out of  161
Alg Init for Layer # -  131 out of  161
Alg Init for Layer # -  132 out of  161
Alg Init for Layer # -  133 out of  161
Alg Init for Layer # -  134 out of  161
Alg Init for Layer # -  135 out of  161
Alg Init for Layer # -  136 out of  161
Alg Init for Layer # -  137 out of  161
Alg Init for Layer # -  138 out of  161
Alg Init for Layer # -  139 out of  161
Alg Init for Layer # -  140 out of  161
Alg Init for Layer # -  141 out of  161
Alg Init for Layer # -  142 out of  161
Alg Init for Layer # -  143 out of  161
Alg Init for Layer # -  144 out of  161
Alg Init for Layer # -  145 out of  161
Alg Init for Layer # -  146 out of  161
Alg Init for Layer # -  147 out of  161
Alg Init for Layer # -  148 out of  161
Alg Init for Layer # -  149 out of  161
Alg Init for Layer # -  150 out of  161
Alg Init for Layer # -  151 out of  161
Alg Init for Layer # -  152 out of  161
Alg Init for Layer # -  153 out of  161
Alg Init for Layer # -  154 out of  161
Alg Init for Layer # -  155 out of  161
Alg Init for Layer # -  156 out of  161
Alg Init for Layer # -  157 out of  161
Alg Init for Layer # -  158 out of  161
Alg Init for Layer # -  159 out of  161
Alg Init for Layer # -  160 out of  161
Alg Init for Layer # -  161 out of  161
PREEMPTION: Adding a new priority object for targetPriority = 0, handle = 0x555d0139c1c0
PREEMPTION: Now total number of priority objects = 1 at priorityId = 0,    with new memRec of base = 0x555d0139bb00 and size = 128
PREEMPTION: Requesting context memory addr for handle 0x555d0139c1c0, return Addr = 0x555d0139bb00
 Freeing memory for user provided Net

 Instance created for  /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt

Processing Cnt :    0, InstCnt :    0 /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin!
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
     3707538,      3.536 0x555d01b82a80
     1228800,      1.172 0x555d01617a70
 ----------------------- TIDL Process with REF_ONLY FLOW ------------------------

#    0 . ..TIDL_activate is called with handle : 139c1c0 
Starting Layer # -    1
Processing Layer # -    1
End of Layer # -    1 with outPtrs[0] = 0x7fb0baebb010
Starting Layer # -    2
Processing Layer # -    2
End of Layer # -    2 with outPtrs[0] = 0x7fb0bb378c90
Starting Layer # -    3
Processing Layer # -    3
End of Layer # -    3 with outPtrs[0] = 0x7fb0bb5d0c90
Starting Layer # -    4
Processing Layer # -    4
End of Layer # -    4 with outPtrs[0] = 0x7fb0bb828c90
Starting Layer # -    5
Processing Layer # -    5
End of Layer # -    5 with outPtrs[0] = 0x7fb0bb8c2410
Starting Layer # -    6
Processing Layer # -    6
End of Layer # -    6 with outPtrs[0] = 0x7fb0bb958410
Starting Layer # -    7
Processing Layer # -    7
End of Layer # -    7 with outPtrs[0] = 0x7fb0bb9ee410
Starting Layer # -    8
Processing Layer # -    8
End of Layer # -    8 with outPtrs[0] = 0x7fb0bba84410
Starting Layer # -    9
Processing Layer # -    9
End of Layer # -    9 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   10
Processing Layer # -   10
End of Layer # -   10 with outPtrs[0] = 0x7fb0bbbb3b90
Starting Layer # -   11
Processing Layer # -   11
End of Layer # -   11 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   12
Processing Layer # -   12
End of Layer # -   12 with outPtrs[0] = 0x7fb0bbc49b90
Starting Layer # -   13
Processing Layer # -   13
End of Layer # -   13 with outPtrs[0] = 0x7fb0bbce3310
Starting Layer # -   14
Processing Layer # -   14
End of Layer # -   14 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   15
Processing Layer # -   15
End of Layer # -   15 with outPtrs[0] = 0x7fb0bbc49b90
Starting Layer # -   16
Processing Layer # -   16
End of Layer # -   16 with outPtrs[0] = 0x7fb0bbd79310
Starting Layer # -   17
Processing Layer # -   17
End of Layer # -   17 with outPtrs[0] = 0x7fb0bbe0f310
Starting Layer # -   18
Processing Layer # -   18
End of Layer # -   18 with outPtrs[0] = 0x7fb0bc067310
Starting Layer # -   19
Processing Layer # -   19
End of Layer # -   19 with outPtrs[0] = 0x7fb0bc2bf310
Starting Layer # -   20
Processing Layer # -   20
End of Layer # -   20 with outPtrs[0] = 0x7fb0bc067310
Starting Layer # -   21
Processing Layer # -   21
End of Layer # -   21 with outPtrs[0] = 0x7fb0bb828c90
Starting Layer # -   22
Processing Layer # -   22
End of Layer # -   22 with outPtrs[0] = 0x7fb0bb9ee410
Starting Layer # -   23
Processing Layer # -   23
End of Layer # -   23 with outPtrs[0] = 0x7fb0bb958410
Starting Layer # -   24
Processing Layer # -   24
End of Layer # -   24 with outPtrs[0] = 0x7fb0bb8c2410
Starting Layer # -   25
Processing Layer # -   25
End of Layer # -   25 with outPtrs[0] = 0x7fb0bc517310
Starting Layer # -   26
Processing Layer # -   26
End of Layer # -   26 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   27
Processing Layer # -   27
End of Layer # -   27 with outPtrs[0] = 0x7fb0bc5ad310
Starting Layer # -   28
Processing Layer # -   28
End of Layer # -   28 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   29
Processing Layer # -   29
End of Layer # -   29 with outPtrs[0] = 0x7fb0bbc49b90
Starting Layer # -   30
Processing Layer # -   30
End of Layer # -   30 with outPtrs[0] = 0x7fb0bc643310
Starting Layer # -   31
Processing Layer # -   31
End of Layer # -   31 with outPtrs[0] = 0x7fb0bbb1a410
Starting Layer # -   32
Processing Layer # -   32
End of Layer # -   32 with outPtrs[0] = 0x7fb0bbc49b90
Starting Layer # -   33
Processing Layer # -   33
End of Layer # -   33 with outPtrs[0] = 0x7fb0bc6d9310
Starting Layer # -   34
Processing Layer # -   34
End of Layer # -   34 with outPtrs[0] = 0x7fb0bbe0f310
Starting Layer # -   35
Processing Layer # -   35
End of Layer # -   35 with outPtrs[0] = 0x7fb0bc76f310
Starting Layer # -   36
Processing Layer # -   36
End of Layer # -   36 with outPtrs[0] = 0x7fb0bc9c7310
Starting Layer # -   37
Processing Layer # -   37
End of Layer # -   37 with outPtrs[0] = 0x7fb0bcc1f310
Starting Layer # -   38
Processing Layer # -   38
End of Layer # -   38 with outPtrs[0] = 0x7fb0bcd4b310
Starting Layer # -   39
Processing Layer # -   39
End of Layer # -   39 with outPtrs[0] = 0x7fb0bd1fb310
Starting Layer # -   40
Processing Layer # -   40
End of Layer # -   40 with outPtrs[0] = 0x7fb0bd6ab310
Starting Layer # -   41
Processing Layer # -   41
End of Layer # -   41 with outPtrs[0] = 0x7fb0bd7de190
Starting Layer # -   42
Processing Layer # -   42
End of Layer # -   42 with outPtrs[0] = 0x7fb0bd90a190
Starting Layer # -   43
Processing Layer # -   43
End of Layer # -   43 with outPtrs[0] = 0x7fb0bda36190
Starting Layer # -   44
Processing Layer # -   44
End of Layer # -   44 with outPtrs[0] = 0x7fb0bdb62190
Starting Layer # -   45
Processing Layer # -   45
End of Layer # -   45 with outPtrs[0] = 0x7fb0bdc8e190
Starting Layer # -   46
Processing Layer # -   46
End of Layer # -   46 with outPtrs[0] = 0x7fb0bddc1010
Starting Layer # -   47
Processing Layer # -   47
End of Layer # -   47 with outPtrs[0] = 0x7fb0bdc8e190
Starting Layer # -   48
Processing Layer # -   48
End of Layer # -   48 with outPtrs[0] = 0x7fb0bdeed010
Starting Layer # -   49
Processing Layer # -   49
End of Layer # -   49 with outPtrs[0] = 0x7fb0be01fe90
Starting Layer # -   50
Processing Layer # -   50
End of Layer # -   50 with outPtrs[0] = 0x7fb0bdc8e190
Starting Layer # -   51
Processing Layer # -   51
End of Layer # -   51 with outPtrs[0] = 0x7fb0bdeed010
Starting Layer # -   52
Processing Layer # -   52
End of Layer # -   52 with outPtrs[0] = 0x7fb0be14be90
Starting Layer # -   53
Processing Layer # -   53
End of Layer # -   53 with outPtrs[0] = 0x7fb0be277e90
Starting Layer # -   54
Processing Layer # -   54
End of Layer # -   54 with outPtrs[0] = 0x7fb0be727e90
Starting Layer # -   55
Processing Layer # -   55
End of Layer # -   55 with outPtrs[0] = 0x7fb0bebf3810
Starting Layer # -   56
Processing Layer # -   56
End of Layer # -   56 with outPtrs[0] = 0x7fb0bed1f810
Starting Layer # -   57
Processing Layer # -   57
End of Layer # -   57 with outPtrs[0] = 0x7fb0bcc1f310
Starting Layer # -   58
Processing Layer # -   58
End of Layer # -   58 with outPtrs[0] = 0x7fb0bee4b810
Starting Layer # -   59
Processing Layer # -   59
End of Layer # -   59 with outPtrs[0] = 0x7fb0bee99f90
Starting Layer # -   60
Processing Layer # -   60
End of Layer # -   60 with outPtrs[0] = 0x7fb0beee4f90
Starting Layer # -   61
Processing Layer # -   61
End of Layer # -   61 with outPtrs[0] = 0x7fb0bef2ff90
Starting Layer # -   62
Processing Layer # -   62
End of Layer # -   62 with outPtrs[0] = 0x7fb0bef7af90
Starting Layer # -   63
Processing Layer # -   63
End of Layer # -   63 with outPtrs[0] = 0x7fb0befc5f90
Starting Layer # -   64
Processing Layer # -   64
End of Layer # -   64 with outPtrs[0] = 0x7fb0bf014710
Starting Layer # -   65
Processing Layer # -   65
End of Layer # -   65 with outPtrs[0] = 0x7fb0befc5f90
Starting Layer # -   66
Processing Layer # -   66
End of Layer # -   66 with outPtrs[0] = 0x7fb0bf05f710
Starting Layer # -   67
Processing Layer # -   67
End of Layer # -   67 with outPtrs[0] = 0x7fb0bf0ade90
Starting Layer # -   68
Processing Layer # -   68
End of Layer # -   68 with outPtrs[0] = 0x7fb0befc5f90
Starting Layer # -   69
Processing Layer # -   69
End of Layer # -   69 with outPtrs[0] = 0x7fb0bf05f710
Starting Layer # -   70
Processing Layer # -   70
End of Layer # -   70 with outPtrs[0] = 0x7fb0bf0f8e90
Starting Layer # -   71
Processing Layer # -   71
End of Layer # -   71 with outPtrs[0] = 0x7fb0bf143e90
Starting Layer # -   72
Processing Layer # -   72
End of Layer # -   72 with outPtrs[0] = 0x7fb0bf26fe90
Starting Layer # -   73
Processing Layer # -   73
End of Layer # -   73 with outPtrs[0] = 0x7fb0bf39be90
Starting Layer # -   74
Processing Layer # -   74
End of Layer # -   74 with outPtrs[0] = 0x7fb0bf4c7e90
Starting Layer # -   75
Processing Layer # -   75
End of Layer # -   75 with outPtrs[0] = 0x7fb0bf55de90
Starting Layer # -   76
Processing Layer # -   76
End of Layer # -   76 with outPtrs[0] = 0x7fb0bf26fe90
Starting Layer # -   77
Processing Layer # -   77
End of Layer # -   77 with outPtrs[0] = 0x7fb0bf7b5e90
Starting Layer # -   78
Processing Layer # -   78
End of Layer # -   78 with outPtrs[0] = 0x7fb0bf852d90
Starting Layer # -   79
Processing Layer # -   79
End of Layer # -   79 with outPtrs[0] = 0x7fb0bf8e8d90
Starting Layer # -   80
Processing Layer # -   80
End of Layer # -   80 with outPtrs[0] = 0x7fb0bf97ed90
Starting Layer # -   81
Processing Layer # -   81
End of Layer # -   81 with outPtrs[0] = 0x7fb0bfa14d90
Starting Layer # -   82
Processing Layer # -   82
End of Layer # -   82 with outPtrs[0] = 0x7fb0bfaaad90
Starting Layer # -   83
Processing Layer # -   83
End of Layer # -   83 with outPtrs[0] = 0x7fb0bfb47c90
Starting Layer # -   84
Processing Layer # -   84
End of Layer # -   84 with outPtrs[0] = 0x7fb0bfaaad90
Starting Layer # -   85
Processing Layer # -   85
End of Layer # -   85 with outPtrs[0] = 0x7fb0bfbddc90
Starting Layer # -   86
Processing Layer # -   86
End of Layer # -   86 with outPtrs[0] = 0x7fb0bfc7ab90
Starting Layer # -   87
Processing Layer # -   87
End of Layer # -   87 with outPtrs[0] = 0x7fb0bfaaad90
Starting Layer # -   88
Processing Layer # -   88
End of Layer # -   88 with outPtrs[0] = 0x7fb0bfbddc90
Starting Layer # -   89
Processing Layer # -   89
End of Layer # -   89 with outPtrs[0] = 0x7fb0bfd10b90
Starting Layer # -   90
Processing Layer # -   90
End of Layer # -   90 with outPtrs[0] = 0x7fb0bfda6b90
Starting Layer # -   91
Processing Layer # -   91
End of Layer # -   91 with outPtrs[0] = 0x7fb0bfffeb90
Starting Layer # -   92
Processing Layer # -   92
End of Layer # -   92 with outPtrs[0] = 0x7fb0c0272690
Starting Layer # -   93
Processing Layer # -   93
End of Layer # -   93 with outPtrs[0] = 0x7fb0c0308690
Starting Layer # -   94
Processing Layer # -   94
End of Layer # -   94 with outPtrs[0] = 0x7fb0bf4c7e90
Starting Layer # -   95
Processing Layer # -   95
End of Layer # -   95 with outPtrs[0] = 0x7fb0c039e690
Starting Layer # -   96
Processing Layer # -   96
End of Layer # -   96 with outPtrs[0] = 0x7fb0c03c7690
Starting Layer # -   97
Processing Layer # -   97
End of Layer # -   97 with outPtrs[0] = 0x7fb0c03ece90
Starting Layer # -   98
Processing Layer # -   98
End of Layer # -   98 with outPtrs[0] = 0x7fb0c0412690
Starting Layer # -   99
Processing Layer # -   99
End of Layer # -   99 with outPtrs[0] = 0x7fb0c0437e90
Starting Layer # -  100
Processing Layer # -  100
End of Layer # -  100 with outPtrs[0] = 0x7fb0c045d690
Starting Layer # -  101
Processing Layer # -  101
End of Layer # -  101 with outPtrs[0] = 0x7fb0c0486690
Starting Layer # -  102
Processing Layer # -  102
End of Layer # -  102 with outPtrs[0] = 0x7fb0c045d690
Starting Layer # -  103
Processing Layer # -  103
End of Layer # -  103 with outPtrs[0] = 0x7fb0c04abe90
Starting Layer # -  104
Processing Layer # -  104
End of Layer # -  104 with outPtrs[0] = 0x7fb0c04d4e90
Starting Layer # -  105
Processing Layer # -  105
End of Layer # -  105 with outPtrs[0] = 0x7fb0c045d690
Starting Layer # -  106
Processing Layer # -  106
End of Layer # -  106 with outPtrs[0] = 0x7fb0c04abe90
Starting Layer # -  107
Processing Layer # -  107
End of Layer # -  107 with outPtrs[0] = 0x7fb0c04fa690
Starting Layer # -  108
Processing Layer # -  108
End of Layer # -  108 with outPtrs[0] = 0x7fb0c051fe90
Starting Layer # -  109
Processing Layer # -  109
End of Layer # -  109 with outPtrs[0] = 0x7fb0c05b5e90
Starting Layer # -  110
Processing Layer # -  110
End of Layer # -  110 with outPtrs[0] = 0x7fb0c064be90
Starting Layer # -  111
Processing Layer # -  111
End of Layer # -  111 with outPtrs[0] = 0x7fb0c06e1e90
Starting Layer # -  112
Processing Layer # -  112
End of Layer # -  112 with outPtrs[0] = 0x7fb0c072ce90
Starting Layer # -  113
Processing Layer # -  113
End of Layer # -  113 with outPtrs[0] = 0x7fb0c05b5e90
Starting Layer # -  114
Processing Layer # -  114
End of Layer # -  114 with outPtrs[0] = 0x7fb0c0858e90
Starting Layer # -  115
Processing Layer # -  115
End of Layer # -  115 with outPtrs[0] = 0x7fb0c08aae10
Starting Layer # -  116
Processing Layer # -  116
End of Layer # -  116 with outPtrs[0] = 0x7fb0c08f5e10
Starting Layer # -  117
Processing Layer # -  117
End of Layer # -  117 with outPtrs[0] = 0x7fb0c0940e10
Starting Layer # -  118
Processing Layer # -  118
End of Layer # -  118 with outPtrs[0] = 0x7fb0c098be10
Starting Layer # -  119
Processing Layer # -  119
End of Layer # -  119 with outPtrs[0] = 0x7fb0c09d6e10
Starting Layer # -  120
Processing Layer # -  120
End of Layer # -  120 with outPtrs[0] = 0x7fb0c0a28d90
Starting Layer # -  121
Processing Layer # -  121
End of Layer # -  121 with outPtrs[0] = 0x7fb0c09d6e10
Starting Layer # -  122
Processing Layer # -  122
End of Layer # -  122 with outPtrs[0] = 0x7fb0c0a73d90
Starting Layer # -  123
Processing Layer # -  123
End of Layer # -  123 with outPtrs[0] = 0x7fb0c0ac5d10
Starting Layer # -  124
Processing Layer # -  124
End of Layer # -  124 with outPtrs[0] = 0x7fb0c09d6e10
Starting Layer # -  125
Processing Layer # -  125
End of Layer # -  125 with outPtrs[0] = 0x7fb0c0a73d90
Starting Layer # -  126
Processing Layer # -  126
End of Layer # -  126 with outPtrs[0] = 0x7fb0c0b10d10
Starting Layer # -  127
Processing Layer # -  127
End of Layer # -  127 with outPtrs[0] = 0x7fb0c0b5bd10
Starting Layer # -  128
Processing Layer # -  128
End of Layer # -  128 with outPtrs[0] = 0x7fb0c0c87d10
Starting Layer # -  129
Processing Layer # -  129
End of Layer # -  129 with outPtrs[0] = 0x7fb0c0dcfb10
Starting Layer # -  130
Processing Layer # -  130
End of Layer # -  130 with outPtrs[0] = 0x7fb0c0e1ab10
Starting Layer # -  131
Processing Layer # -  131
End of Layer # -  131 with outPtrs[0] = 0x7fb0c06e1e90
Starting Layer # -  132
Processing Layer # -  132
End of Layer # -  132 with outPtrs[0] = 0x7fb0c0e65b10
Starting Layer # -  133
Processing Layer # -  133
End of Layer # -  133 with outPtrs[0] = 0x7fb0c0e7bf90
Starting Layer # -  134
Processing Layer # -  134
End of Layer # -  134 with outPtrs[0] = 0x7fb0c0e8eb90
Starting Layer # -  135
Processing Layer # -  135
End of Layer # -  135 with outPtrs[0] = 0x7fb0c0ea1790
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TIDL_process is completed with handle : 139c1c0 
 T   48970.02 Skipping static gen-set function
 .... ..... .../home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
 .... .....
Processing Cnt :    1, InstCnt :    0 /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin!
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
     3707538,      3.536 0x555d013bd100
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End of Layer # -  160 with outPtrs[0] = 0x555d023d4d80
TIDL_process is completed with handle : 139c1c0 
 T   49336.82 Skipping static gen-set function
 .... ..... .../home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/test_images/images_640_384/102.jpg
 .... .....TIDL_deactivate is called with handle : 139c1c0 
PREEMPTION: Removing priroty object with handle = 0x555d0139c1c0 and targetPriority = 0,      Number of obejcts left are = 0, removed object with base  = 0x555d0139bb00 and size =128
-----------------------------------------------------------------------------------------------------------------------------------------------

~~~~~Running TIDL in PC emulation mode to collect Activations range for each layer~~~~~
cd /home/yuming/Projects/TDA4VM/tidl_tools_all && ./PC_dsp_test_dl_algo.out s:/home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.qunat_stats_config.txt

 
 
 *****************   Calibration iteration number 0 completed ************************ 
 
 
 
Warning :: Weight Scale Clipped -       1.11,     528.09,     475.04,    0,  0,   52, /backend/layer2/layer2.0/conv4/conv4.1/Conv 
Warning :: Weight Scale Clipped -       1.83,     727.00,     398.19,    0,  0,   67, /backend/layer2/layer2.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       1.34,     939.68,     703.83,    0,  0,   86, /backend/layer3/layer3.0/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       2.09,     997.28,     476.65,    0,  0,  104, /backend/layer3/layer3.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       1.12,     534.94,     477.89,    0,  0,  107, /backend/layer3/layer3.1/conv4/conv4.1/Conv 
Warning :: Tensor Scale for layer 119 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       3.27,    1271.38,     388.45,    0,  0,  123, /backend/layer4/layer4.0/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       3.52,     713.82,     202.84,    0,  0,  126, /backend/layer4/layer4.0/conv4/conv4.1/Conv 
Warning :: Weight Scale Clipped -       1.01,     681.45,     677.26,    0,  0,  136, /backend/layer4/layer4.1/conv1/conv1.0/Conv 
Warning :: Tensor Scale for layer 137 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       2.04,     673.04,     329.36,    0,  0,  141, /backend/layer4/layer4.1/conv3/conv3.1/Conv 
Warning :: Weight Scale Clipped -       2.57,     476.74,     185.18,    0,  0,  144, /backend/layer4/layer4.1/conv4/conv4.1/Conv 
Warning :: Tensor Scale for layer 156 is reduced by 1 Bits 
Warning :: Weight Scale Clipped -       1.06,    2541.74,    2394.50,    1,  0,  157, /fue_c1_c0/Conv 
Num of Layer Detected : 162 
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
  Num|TIDL Layer Name               |Out Data Name                                     |Group |#Ins  |#Outs |Inbuf Ids                       |Outbuf Id |In NCHW                             |Out NCHW                            |MACS       |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    0|TIDL_DataLayer                |input.1_original                                  |     0|    -1|     1|  x   x   x   x   x   x   x   x |  0       |       0        0        0        0 |       1        3      640      960 |         0 |
    1|TIDL_ConvolutionLayer         |/backend/conv1/conv1.2/Relu_output_0              |     0|     1|     1|  0   x   x   x   x   x   x   x |  1       |       1        3      640      960 |       1       32      320      480 | 137625600 |
    2|TIDL_ConvolutionLayer         |/backend/conv1/conv1.5/Relu_output_0              |     0|     1|     1|  1   x   x   x   x   x   x   x |  2       |       1       32      320      480 |       1       64      160      240 | 710246400 |
    3|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|  2   x   x   x   x   x   x   x |  3       |       1       64      160      240 |       1       64      160      240 | 159744000 |
    4|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_0           |     0|     1|     1|  3   x   x   x   x   x   x   x |  4       |       1       64      160      240 |       1       16      160      240 |         0 |
    5|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_1           |     0|     1|     1|  3   x   x   x   x   x   x   x |  5       |       1       64      160      240 |       1       16      160      240 |         0 |
    6|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_2           |     0|     1|     1|  3   x   x   x   x   x   x   x |  6       |       1       64      160      240 |       1       16      160      240 |         0 |
    7|TIDL_SliceLayer               |/backend/layer1/layer1.0/Split_output_3           |     0|     1|     1|  3   x   x   x   x   x   x   x |  7       |       1       64      160      240 |       1       16      160      240 |         0 |
    8|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|  4   x   x   x   x   x   x   x |  8       |       1       16      160      240 |       1       16      160      240 |  89088000 |
    9|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_output_0             |     0|     2|     1|  8   5   x   x   x   x   x   x |  9       |       1       16      160      240 |       1       16      160      240 |    614400 |
   10|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|  9   x   x   x   x   x   x   x | 10       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   11|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_1_output_0           |     0|     2|     1| 10   6   x   x   x   x   x   x | 11       |       1       16      160      240 |       1       16      160      240 |    614400 |
   12|TIDL_PoolingLayer             |end/layer1/layer1.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 11   x   x   x   x   x   x   x | 12       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   13|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 12   x   x   x   x   x   x   x | 13       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   14|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/Add_2_output_0           |     0|     2|     1| 13   7   x   x   x   x   x   x | 14       |       1       16      160      240 |       1       16      160      240 |    614400 |
   15|TIDL_PoolingLayer             |layer1/layer1.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 14   x   x   x   x   x   x   x | 15       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   16|TIDL_ConvolutionLayer         |ackend/layer1/layer1.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 15   x   x   x   x   x   x   x | 16       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   17|TIDL_ConcatLayer              |/backend/layer1/layer1.0/Concat_output_0          |     0|     4|     1|  8  10  13  16   x   x   x   x | 17       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   18|TIDL_ConvolutionLayer         |/layer1/layer1.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 17   x   x   x   x   x   x   x | 18       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   19|TIDL_EltWiseLayer             |/backend/layer1/layer1.0/relu/Relu_output_0       |     0|     2|     1| 18   2   x   x   x   x   x   x | 19       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   20|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 19   x   x   x   x   x   x   x | 20       |       1       64      160      240 |       1       64      160      240 | 159744000 |
   21|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_0           |     0|     1|     1| 20   x   x   x   x   x   x   x | 21       |       1       64      160      240 |       1       16      160      240 |         0 |
   22|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_1           |     0|     1|     1| 20   x   x   x   x   x   x   x | 22       |       1       64      160      240 |       1       16      160      240 |         0 |
   23|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_2           |     0|     1|     1| 20   x   x   x   x   x   x   x | 23       |       1       64      160      240 |       1       16      160      240 |         0 |
   24|TIDL_SliceLayer               |/backend/layer1/layer1.1/Split_output_3           |     0|     1|     1| 20   x   x   x   x   x   x   x | 24       |       1       64      160      240 |       1       16      160      240 |         0 |
   25|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 21   x   x   x   x   x   x   x | 25       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   26|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_output_0             |     0|     2|     1| 25  22   x   x   x   x   x   x | 26       |       1       16      160      240 |       1       16      160      240 |    614400 |
   27|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 26   x   x   x   x   x   x   x | 27       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   28|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_1_output_0           |     0|     2|     1| 27  23   x   x   x   x   x   x | 28       |       1       16      160      240 |       1       16      160      240 |    614400 |
   29|TIDL_PoolingLayer             |end/layer1/layer1.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 28   x   x   x   x   x   x   x | 29       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   30|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 29   x   x   x   x   x   x   x | 30       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   31|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/Add_2_output_0           |     0|     2|     1| 30  24   x   x   x   x   x   x | 31       |       1       16      160      240 |       1       16      160      240 |    614400 |
   32|TIDL_PoolingLayer             |layer1/layer1.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 31   x   x   x   x   x   x   x | 32       |       1       16      160      240 |       1       16      160      240 |   5529600 |
   33|TIDL_ConvolutionLayer         |ackend/layer1/layer1.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 32   x   x   x   x   x   x   x | 33       |       1       16      160      240 |       1       16      160      240 |  89088000 |
   34|TIDL_ConcatLayer              |/backend/layer1/layer1.1/Concat_output_0          |     0|     4|     1| 25  27  30  33   x   x   x   x | 34       |       1       16      160      240 |       1       64      160      240 |   2457600 |
   35|TIDL_ConvolutionLayer         |/layer1/layer1.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 34   x   x   x   x   x   x   x | 35       |       1       64      160      240 |       1       64      160      240 | 157286400 |
   36|TIDL_EltWiseLayer             |/backend/layer1/layer1.1/relu/Relu_output_0       |     0|     2|     1| 35  19   x   x   x   x   x   x | 36       |       1       64      160      240 |       1       64      160      240 |   4915200 |
   37|TIDL_ConvolutionLayer         |er2/layer2.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 37       |       1       64      160      240 |       1      128       80      120 |  78643200 |
   38|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 36   x   x   x   x   x   x   x | 38       |       1       64      160      240 |       1      128      160      240 | 319488000 |
   39|TIDL_ConvolutionLayer         |/c1/Conv_output_0                                 |     0|     1|     1| 36   x   x   x   x   x   x   x | 39       |       1       64      160      240 |       1      128      160      240 | 314572800 |
   40|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_0           |     0|     1|     1| 38   x   x   x   x   x   x   x | 40       |       1      128      160      240 |       1       32      160      240 |         0 |
   41|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_1           |     0|     1|     1| 38   x   x   x   x   x   x   x | 41       |       1      128      160      240 |       1       32      160      240 |         0 |
   42|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_2           |     0|     1|     1| 38   x   x   x   x   x   x   x | 42       |       1      128      160      240 |       1       32      160      240 |         0 |
   43|TIDL_SliceLayer               |/backend/layer2/layer2.0/Split_output_3           |     0|     1|     1| 38   x   x   x   x   x   x   x | 43       |       1      128      160      240 |       1       32      160      240 |         0 |
   44|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 40   x   x   x   x   x   x   x | 44       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   45|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_output_0             |     0|     2|     1| 44  41   x   x   x   x   x   x | 45       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   46|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 45   x   x   x   x   x   x   x | 46       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   47|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_1_output_0           |     0|     2|     1| 46  42   x   x   x   x   x   x | 47       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   48|TIDL_PoolingLayer             |end/layer2/layer2.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 47   x   x   x   x   x   x   x | 48       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   49|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 48   x   x   x   x   x   x   x | 49       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   50|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/Add_2_output_0           |     0|     2|     1| 49  43   x   x   x   x   x   x | 50       |       1       32      160      240 |       1       32      160      240 |   1228800 |
   51|TIDL_PoolingLayer             |layer2/layer2.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 50   x   x   x   x   x   x   x | 51       |       1       32      160      240 |       1       32      160      240 |  11059200 |
   52|TIDL_ConvolutionLayer         |ackend/layer2/layer2.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 51   x   x   x   x   x   x   x | 52       |       1       32      160      240 |       1       32      160      240 | 355123200 |
   53|TIDL_ConcatLayer              |/backend/layer2/layer2.0/Concat_output_0          |     0|     4|     1| 44  46  49  52   x   x   x   x | 53       |       1       32      160      240 |       1      128      160      240 |   4915200 |
   54|TIDL_ConvolutionLayer         |/layer2/layer2.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 53   x   x   x   x   x   x   x | 54       |       1      128      160      240 |       1      128      160      240 | 629145600 |
   55|TIDL_PoolingLayer             |d/layer2/layer2.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 54   x   x   x   x   x   x   x | 55       |       1      128      160      240 |       1      128       80      120 |  11059200 |
   56|TIDL_EltWiseLayer             |/backend/layer2/layer2.0/relu/Relu_output_0       |     0|     2|     1| 55  37   x   x   x   x   x   x | 56       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   57|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 56   x   x   x   x   x   x   x | 57       |       1      128       80      120 |       1      128       80      120 | 158515200 |
   58|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_0           |     0|     1|     1| 57   x   x   x   x   x   x   x | 58       |       1      128       80      120 |       1       32       80      120 |         0 |
   59|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_1           |     0|     1|     1| 57   x   x   x   x   x   x   x | 59       |       1      128       80      120 |       1       32       80      120 |         0 |
   60|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_2           |     0|     1|     1| 57   x   x   x   x   x   x   x | 60       |       1      128       80      120 |       1       32       80      120 |         0 |
   61|TIDL_SliceLayer               |/backend/layer2/layer2.1/Split_output_3           |     0|     1|     1| 57   x   x   x   x   x   x   x | 61       |       1      128       80      120 |       1       32       80      120 |         0 |
   62|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 58   x   x   x   x   x   x   x | 62       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   63|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_output_0             |     0|     2|     1| 62  59   x   x   x   x   x   x | 63       |       1       32       80      120 |       1       32       80      120 |    307200 |
   64|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv2/conv2.2/Relu_output_0|     0|     1|     1| 63   x   x   x   x   x   x   x | 64       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   65|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_1_output_0           |     0|     2|     1| 64  60   x   x   x   x   x   x | 65       |       1       32       80      120 |       1       32       80      120 |    307200 |
   66|TIDL_PoolingLayer             |end/layer2/layer2.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 65   x   x   x   x   x   x   x | 66       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   67|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv3/conv3.3/Relu_output_0|     0|     1|     1| 66   x   x   x   x   x   x   x | 67       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   68|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/Add_2_output_0           |     0|     2|     1| 67  61   x   x   x   x   x   x | 68       |       1       32       80      120 |       1       32       80      120 |    307200 |
   69|TIDL_PoolingLayer             |layer2/layer2.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 68   x   x   x   x   x   x   x | 69       |       1       32       80      120 |       1       32       80      120 |   2764800 |
   70|TIDL_ConvolutionLayer         |ackend/layer2/layer2.1/conv4/conv4.3/Relu_output_0|     0|     1|     1| 69   x   x   x   x   x   x   x | 70       |       1       32       80      120 |       1       32       80      120 |  88780800 |
   71|TIDL_ConcatLayer              |/backend/layer2/layer2.1/Concat_output_0          |     0|     4|     1| 62  64  67  70   x   x   x   x | 71       |       1       32       80      120 |       1      128       80      120 |   1228800 |
   72|TIDL_ConvolutionLayer         |/layer2/layer2.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 71   x   x   x   x   x   x   x | 72       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   73|TIDL_EltWiseLayer             |/backend/layer2/layer2.1/relu/Relu_output_0       |     0|     2|     1| 72  56   x   x   x   x   x   x | 73       |       1      128       80      120 |       1      128       80      120 |   2457600 |
   74|TIDL_ConvolutionLayer         |er3/layer3.0/downsample/downsample.0/Conv_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 74       |       1      128       80      120 |       1      256       40       60 |  78643200 |
   75|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv0/conv0.2/Relu_output_0|     0|     1|     1| 73   x   x   x   x   x   x   x | 75       |       1      128       80      120 |       1      256       80      120 | 317030400 |
   76|TIDL_ConvolutionLayer         |/c2/Conv_output_0                                 |     0|     1|     1| 73   x   x   x   x   x   x   x | 76       |       1      128       80      120 |       1      128       80      120 | 157286400 |
   77|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_0           |     0|     1|     1| 75   x   x   x   x   x   x   x | 77       |       1      256       80      120 |       1       64       80      120 |         0 |
   78|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_1           |     0|     1|     1| 75   x   x   x   x   x   x   x | 78       |       1      256       80      120 |       1       64       80      120 |         0 |
   79|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_2           |     0|     1|     1| 75   x   x   x   x   x   x   x | 79       |       1      256       80      120 |       1       64       80      120 |         0 |
   80|TIDL_SliceLayer               |/backend/layer3/layer3.0/Split_output_3           |     0|     1|     1| 75   x   x   x   x   x   x   x | 80       |       1      256       80      120 |       1       64       80      120 |         0 |
   81|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv1/conv1.2/Relu_output_0|     0|     1|     1| 77   x   x   x   x   x   x   x | 81       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   82|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_output_0             |     0|     2|     1| 81  78   x   x   x   x   x   x | 82       |       1       64       80      120 |       1       64       80      120 |    614400 |
   83|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv2/conv2.2/Relu_output_0|     0|     1|     1| 82   x   x   x   x   x   x   x | 83       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   84|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_1_output_0           |     0|     2|     1| 83  79   x   x   x   x   x   x | 84       |       1       64       80      120 |       1       64       80      120 |    614400 |
   85|TIDL_PoolingLayer             |end/layer3/layer3.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1| 84   x   x   x   x   x   x   x | 85       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   86|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv3/conv3.3/Relu_output_0|     0|     1|     1| 85   x   x   x   x   x   x   x | 86       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   87|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/Add_2_output_0           |     0|     2|     1| 86  80   x   x   x   x   x   x | 87       |       1       64       80      120 |       1       64       80      120 |    614400 |
   88|TIDL_PoolingLayer             |layer3/layer3.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1| 87   x   x   x   x   x   x   x | 88       |       1       64       80      120 |       1       64       80      120 |   5529600 |
   89|TIDL_ConvolutionLayer         |ackend/layer3/layer3.0/conv4/conv4.3/Relu_output_0|     0|     1|     1| 88   x   x   x   x   x   x   x | 89       |       1       64       80      120 |       1       64       80      120 | 354508800 |
   90|TIDL_ConcatLayer              |/backend/layer3/layer3.0/Concat_output_0          |     0|     4|     1| 81  83  86  89   x   x   x   x | 90       |       1       64       80      120 |       1      256       80      120 |   2457600 |
   91|TIDL_ConvolutionLayer         |/layer3/layer3.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1| 90   x   x   x   x   x   x   x | 91       |       1      256       80      120 |       1      256       80      120 | 629145600 |
   92|TIDL_PoolingLayer             |d/layer3/layer3.0/conv_downsample/MaxPool_output_0|     0|     1|     1| 91   x   x   x   x   x   x   x | 92       |       1      256       80      120 |       1      256       40       60 |   5529600 |
   93|TIDL_EltWiseLayer             |/backend/layer3/layer3.0/relu/Relu_output_0       |     0|     2|     1| 92  74   x   x   x   x   x   x | 93       |       1      256       40       60 |       1      256       40       60 |   1228800 |
   94|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv0/conv0.2/Relu_output_0|     0|     1|     1| 93   x   x   x   x   x   x   x | 94       |       1      256       40       60 |       1      256       40       60 | 157900800 |
   95|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_0           |     0|     1|     1| 94   x   x   x   x   x   x   x | 95       |       1      256       40       60 |       1       64       40       60 |         0 |
   96|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_1           |     0|     1|     1| 94   x   x   x   x   x   x   x | 96       |       1      256       40       60 |       1       64       40       60 |         0 |
   97|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_2           |     0|     1|     1| 94   x   x   x   x   x   x   x | 97       |       1      256       40       60 |       1       64       40       60 |         0 |
   98|TIDL_SliceLayer               |/backend/layer3/layer3.1/Split_output_3           |     0|     1|     1| 94   x   x   x   x   x   x   x | 98       |       1      256       40       60 |       1       64       40       60 |         0 |
   99|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv1/conv1.2/Relu_output_0|     0|     1|     1| 95   x   x   x   x   x   x   x | 99       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  100|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_output_0             |     0|     2|     1| 99  96   x   x   x   x   x   x |100       |       1       64       40       60 |       1       64       40       60 |    153600 |
  101|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|100   x   x   x   x   x   x   x |101       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  102|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_1_output_0           |     0|     2|     1|101  97   x   x   x   x   x   x |102       |       1       64       40       60 |       1       64       40       60 |    153600 |
  103|TIDL_PoolingLayer             |end/layer3/layer3.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|102   x   x   x   x   x   x   x |103       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  104|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|103   x   x   x   x   x   x   x |104       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  105|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/Add_2_output_0           |     0|     2|     1|104  98   x   x   x   x   x   x |105       |       1       64       40       60 |       1       64       40       60 |    153600 |
  106|TIDL_PoolingLayer             |layer3/layer3.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|105   x   x   x   x   x   x   x |106       |       1       64       40       60 |       1       64       40       60 |   1382400 |
  107|TIDL_ConvolutionLayer         |ackend/layer3/layer3.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|106   x   x   x   x   x   x   x |107       |       1       64       40       60 |       1       64       40       60 |  88627200 |
  108|TIDL_ConcatLayer              |/backend/layer3/layer3.1/Concat_output_0          |     0|     4|     1| 99 101 104 107   x   x   x   x |108       |       1       64       40       60 |       1      256       40       60 |    614400 |
  109|TIDL_ConvolutionLayer         |/layer3/layer3.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|108   x   x   x   x   x   x   x |109       |       1      256       40       60 |       1      256       40       60 | 157286400 |
  110|TIDL_EltWiseLayer             |/backend/layer3/layer3.1/relu/Relu_output_0       |     0|     2|     1|109  93   x   x   x   x   x   x |110       |       1      256       40       60 |       1      256       40       60 |   1228800 |
  111|TIDL_ConvolutionLayer         |er4/layer4.0/downsample/downsample.0/Conv_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |111       |       1      256       40       60 |       1      512       20       30 |  78643200 |
  112|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv0/conv0.2/Relu_output_0|     0|     1|     1|110   x   x   x   x   x   x   x |112       |       1      256       40       60 |       1      512       40       60 | 315801600 |
  113|TIDL_ConvolutionLayer         |/c3/Conv_output_0                                 |     0|     1|     1|110   x   x   x   x   x   x   x |113       |       1      256       40       60 |       1      128       40       60 |  78643200 |
  114|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_0           |     0|     1|     1|112   x   x   x   x   x   x   x |114       |       1      512       40       60 |       1      128       40       60 |         0 |
  115|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_1           |     0|     1|     1|112   x   x   x   x   x   x   x |115       |       1      512       40       60 |       1      128       40       60 |         0 |
  116|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_2           |     0|     1|     1|112   x   x   x   x   x   x   x |116       |       1      512       40       60 |       1      128       40       60 |         0 |
  117|TIDL_SliceLayer               |/backend/layer4/layer4.0/Split_output_3           |     0|     1|     1|112   x   x   x   x   x   x   x |117       |       1      512       40       60 |       1      128       40       60 |         0 |
  118|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv1/conv1.2/Relu_output_0|     0|     1|     1|114   x   x   x   x   x   x   x |118       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  119|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_output_0             |     0|     2|     1|118 115   x   x   x   x   x   x |119       |       1      128       40       60 |       1      128       40       60 |    307200 |
  120|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv2/conv2.2/Relu_output_0|     0|     1|     1|119   x   x   x   x   x   x   x |120       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  121|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_1_output_0           |     0|     2|     1|120 116   x   x   x   x   x   x |121       |       1      128       40       60 |       1      128       40       60 |    307200 |
  122|TIDL_PoolingLayer             |end/layer4/layer4.0/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|121   x   x   x   x   x   x   x |122       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  123|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv3/conv3.3/Relu_output_0|     0|     1|     1|122   x   x   x   x   x   x   x |123       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  124|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/Add_2_output_0           |     0|     2|     1|123 117   x   x   x   x   x   x |124       |       1      128       40       60 |       1      128       40       60 |    307200 |
  125|TIDL_PoolingLayer             |layer4/layer4.0/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|124   x   x   x   x   x   x   x |125       |       1      128       40       60 |       1      128       40       60 |   2764800 |
  126|TIDL_ConvolutionLayer         |ackend/layer4/layer4.0/conv4/conv4.3/Relu_output_0|     0|     1|     1|125   x   x   x   x   x   x   x |126       |       1      128       40       60 |       1      128       40       60 | 354201600 |
  127|TIDL_ConcatLayer              |/backend/layer4/layer4.0/Concat_output_0          |     0|     4|     1|118 120 123 126   x   x   x   x |127       |       1      128       40       60 |       1      512       40       60 |   1228800 |
  128|TIDL_ConvolutionLayer         |/layer4/layer4.0/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|127   x   x   x   x   x   x   x |128       |       1      512       40       60 |       1      512       40       60 | 629145600 |
  129|TIDL_PoolingLayer             |d/layer4/layer4.0/conv_downsample/MaxPool_output_0|     0|     1|     1|128   x   x   x   x   x   x   x |129       |       1      512       40       60 |       1      512       20       30 |   2764800 |
  130|TIDL_EltWiseLayer             |/backend/layer4/layer4.0/relu/Relu_output_0       |     0|     2|     1|129 111   x   x   x   x   x   x |130       |       1      512       20       30 |       1      512       20       30 |    614400 |
  131|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv0/conv0.2/Relu_output_0|     0|     1|     1|130   x   x   x   x   x   x   x |131       |       1      512       20       30 |       1      512       20       30 | 157593600 |
  132|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_0           |     0|     1|     1|131   x   x   x   x   x   x   x |132       |       1      512       20       30 |       1      128       20       30 |         0 |
  133|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_1           |     0|     1|     1|131   x   x   x   x   x   x   x |133       |       1      512       20       30 |       1      128       20       30 |         0 |
  134|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_2           |     0|     1|     1|131   x   x   x   x   x   x   x |134       |       1      512       20       30 |       1      128       20       30 |         0 |
  135|TIDL_SliceLayer               |/backend/layer4/layer4.1/Split_output_3           |     0|     1|     1|131   x   x   x   x   x   x   x |135       |       1      512       20       30 |       1      128       20       30 |         0 |
  136|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv1/conv1.2/Relu_output_0|     0|     1|     1|132   x   x   x   x   x   x   x |136       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  137|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_output_0             |     0|     2|     1|136 133   x   x   x   x   x   x |137       |       1      128       20       30 |       1      128       20       30 |     76800 |
  138|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv2/conv2.2/Relu_output_0|     0|     1|     1|137   x   x   x   x   x   x   x |138       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  139|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_1_output_0           |     0|     2|     1|138 134   x   x   x   x   x   x |139       |       1      128       20       30 |       1      128       20       30 |     76800 |
  140|TIDL_PoolingLayer             |end/layer4/layer4.1/conv3/conv3.0/MaxPool_output_0|     0|     1|     1|139   x   x   x   x   x   x   x |140       |       1      128       20       30 |       1      128       20       30 |    691200 |
  141|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv3/conv3.3/Relu_output_0|     0|     1|     1|140   x   x   x   x   x   x   x |141       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  142|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/Add_2_output_0           |     0|     2|     1|141 135   x   x   x   x   x   x |142       |       1      128       20       30 |       1      128       20       30 |     76800 |
  143|TIDL_PoolingLayer             |layer4/layer4.1/conv4/conv4.0/AveragePool_output_0|     0|     1|     1|142   x   x   x   x   x   x   x |143       |       1      128       20       30 |       1      128       20       30 |    691200 |
  144|TIDL_ConvolutionLayer         |ackend/layer4/layer4.1/conv4/conv4.3/Relu_output_0|     0|     1|     1|143   x   x   x   x   x   x   x |144       |       1      128       20       30 |       1      128       20       30 |  88550400 |
  145|TIDL_ConcatLayer              |/backend/layer4/layer4.1/Concat_output_0          |     0|     4|     1|136 138 141 144   x   x   x   x |145       |       1      128       20       30 |       1      512       20       30 |    307200 |
  146|TIDL_ConvolutionLayer         |/layer4/layer4.1/conv_out/conv_out.0/Conv_output_0|     0|     1|     1|145   x   x   x   x   x   x   x |146       |       1      512       20       30 |       1      512       20       30 | 157286400 |
  147|TIDL_EltWiseLayer             |/backend/layer4/layer4.1/relu/Relu_output_0       |     0|     2|     1|146 130   x   x   x   x   x   x |147       |       1      512       20       30 |       1      512       20       30 |    614400 |
  148|TIDL_ConvolutionLayer         |/c4/Conv_output_0                                 |     0|     1|     1|147   x   x   x   x   x   x   x |148       |       1      512       20       30 |       1      128       20       30 |  39321600 |
  149|TIDL_ResizeLayer              |/Resize_output_0                                  |     0|     1|     1|148   x   x   x   x   x   x   x |149       |       1      128       20       30 |       1      128       40       60 |   1228800 |
  150|TIDL_ConcatLayer              |/Concat_output_0                                  |     0|     2|     1|149 113   x   x   x   x   x   x |150       |       1      128       40       60 |       1      256       40       60 |    614400 |
  151|TIDL_ConvolutionLayer         |/fue_c4_c3/Conv_output_0                          |     0|     1|     1|150   x   x   x   x   x   x   x |151       |       1      256       40       60 |       1      128       40       60 | 707788800 |
  152|TIDL_ResizeLayer              |/Resize_1_output_0                                |     0|     1|     1|151   x   x   x   x   x   x   x |152       |       1      128       40       60 |       1      128       80      120 |   4915200 |
  153|TIDL_ConcatLayer              |/Concat_1_output_0                                |     0|     2|     1|152  76   x   x   x   x   x   x |153       |       1      128       80      120 |       1      256       80      120 |   2457600 |
  154|TIDL_ConvolutionLayer         |/fue_c3_c2/Conv_output_0                          |     0|     1|     1|153   x   x   x   x   x   x   x |154       |       1      256       80      120 |       1      128       80      120 |2831155200 |
  155|TIDL_ResizeLayer              |/Resize_2_output_0                                |     0|     1|     1|154   x   x   x   x   x   x   x |155       |       1      128       80      120 |       1      128      160      240 |  19660800 |
  156|TIDL_ConcatLayer              |/Concat_2_output_0                                |     0|     2|     1|155  39   x   x   x   x   x   x |156       |       1      128      160      240 |       1      256      160      240 |   9830400 |
  157|TIDL_ConvolutionLayer         |/fue_c1_c0/Conv_output_0                          |     0|     1|     1|156   x   x   x   x   x   x   x |157       |       1      256      160      240 |       1      128      160      240 |11324620800 |
  158|TIDL_ConvolutionLayer         |/mask_pred/Conv_output_0                          |     0|     1|     1|157   x   x   x   x   x   x   x |158       |       1      128      160      240 |       1        9      160      240 |  44236800 |
  159|TIDL_ResizeLayer              |/Resize_3_outp
------------------ Network Compiler Traces -----------------------------
successful Memory allocation
ut_0                                |     0|     1|     1|158   x   x   x   x   x   x   x |159       |       1        9      160      240 |       1        9      640      960 |  22118400 |
  160|TIDL_ArgMaxLayer              |629                                               |     0|     1|     1|159   x   x   x   x   x   x   x |160       |       1        9      640      960 |       1        1      640      960 |    614400 |
  161|TIDL_DataLayer                |629                                               |     0|     1|    -1|160   x   x   x   x   x   x   x |  0       |       1        1      640      960 |       0        0        0        0 |         0 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Total Giga Macs : 27.2301
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
cp /home/yuming/Projects/TDA4VM/tidl_tools_all/device_config.cfg /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.perf_sim_config.txt
cd /home/yuming/Projects/TDA4VM/tidl_tools_all && ./ti_cnnperfsim.out /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/import_model.txt.perf_sim_config.txt 1601 0 2
Network buffer segments:
buf(0), offset(       0), size(  290496)
buf(1), offset( 1600960), size( 4003026)
buf(2), offset(  290496), size( 1310464)
/home/yuming/Projects/TDA4VM/tidl_tools_all/tidl_graphVisualiser.out /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin
/home/yuming/Projects/TDA4VM/tidl_tools_all/tidl_dump.out -model /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin -io /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_io_1.bin -perfsim -o /home/yuming/Projects/XAIEdge/test_samples/tda4/onnx/1111/obstacle_tidl_net.bin.txt
****************************************************
**               TIDL Model Checker               **
****************************************************
INFORMATION: [TIDL_ResizeLayer] /Resize Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize.
INFORMATION: [TIDL_ResizeLayer] /Resize_1 Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize.
INFORMATION: [TIDL_ResizeLayer] /Resize_2 Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize.
INFORMATION: [TIDL_ResizeLayer] /Resize_3 Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize.
****************************************************
**          4 WARNINGS          0 ERRORS          **
****************************************************

May I know if this is related the problem in the below thread which will fix in SDK9.1?

https://e2e.ti.com/support/processors-group/processors/f/processors-forum/1269458/model-compiles-and-runs-in-tidl-x86-docker-without-error-but-produces-vx_zone_error-on-devboard-with-onnx-backend/4812369

Thanks a lot!

Kevin

0 Josue Zamitiz-Ayala over 2 years ago in reply to Kevin Peng

TI__Mastermind 34736 points

Hello Kevin,

The engineer is OoO for regional holidays until 11/20 so please expect 5~6 business-day delay in response.

Apologies for the inconvenience and thank you for your patience.

Regards,

Josue

0 Kevin Peng over 1 year ago in reply to Josue Zamitiz-Ayala

TI__Expert 4198 points

Hi Josue,

Is there any update internally so far?

Currently the most urgent feature asked by customer is that if there is an abnormal exit occurred, the only method we could use is to reboot to clear the allocated memory. However, in the upgrade process, the reboot is not convenient and will loss data.

Hence, may I know if we could use any other method to clear the allocated memory when an abnormal exit occurred?

Thanks,

Kevin

0 Pratik Kedar over 1 year ago in reply to Kevin Peng

TI__Mastermind 24041 points

Hi Peng,

Which flow you are using ? is this a Vision Apps OpenVx based or TIDL-RT ?

Secondly, can you confirm is this issue coming on 9.1 sdk ? (It has all the recent fixes added in it)

If this is coming on 9.1 as well please share the logs so we can continue debug to next

0 Kevin Peng over 1 year ago in reply to Pratik Kedar

TI__Expert 4198 points

Hi Pratik,

Thanks for your reply!

Customer is using the OpenVx flow, not using the TIDL-RT.

Customer is working on SDK8.6, and glad to hear that we have some fixes in the SDK9.1, we will have a try for the SDK9.1 later.

As for now, apart from the reboot, do we have any other method to clear the allocated memory when an abnormal exit occurred?

Thanks,

Kevin

0 Pratik Kedar over 1 year ago in reply to Kevin Peng

TI__Mastermind 24041 points

Hi Kevin,

Understand the request and concern, customer is on 8.6 SDK side.

I have gone through above posted question thoroughly.

Kevin Peng said:
The problem only happens when we exit the current run, and rerun the application.

It seems like you are exiting the current OpenVx based application using external interrupt (Cltr + C) to halt the current OpenVX based process.

And it appears to me that the Deinit is not occurring in this case, that leads to not clearing the previously allocate memory behavior , and the next rerun does not have the sufficient memory.

The possible solution to fix this issue could be handle the interrupt, i.e whenever you halt the process, you can call deinit.

To implement this functionality you can refer to the our demo example app_fd_exchange in vision apps.

Here is the path : vision_apps/apps/basic_demos/app_fd_exchange/main_consumer.c

Would recommend to see how we have implemented Signal Handler method, that internally calls AppDeinit method, you can deinit for your custom application.

223static void App_intSigHandler(int sig)
224{
225    App_Context    *appCntxt = &gAppCntxt;
226    int32_t         status;
227
228    status = App_deInit(appCntxt);
229
230    exit(status);
231}

Processors

Processors forum

TDA4VM: How to clear the allocated memory in TIDL or C7x without restarting the board