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RTOS/TDA2PXEVM: TIDL Tensorflow Model Output

Nicolas Rausch
Expert 1155 points
Part Number: TDA2PXEVM
Other Parts Discussed in Thread: INA226

Tool/software: TI-RTOS

Hey,

I have a keras model that I imported to TIDL. Importing seems to have worked fine.

The model basically just takes an .png input file and classifies the picture in 0 and 1.

Now when I run the model in host emulation mode (eve_test_dl_algo.out.exe) and read the quat_stats_tool for generated output I get the following results for the images (Image_*_Class_* is the name of the image and what class it is supposed to be classified to):

Image_0_Class_0 = FE 00

Image_1_Class_0 = FE 00

Image_2_Class_0 = FE 00

....... Output for images of class 0 is always the same.

Image_0_Class_1 = C7 37

Image_1_Class_1 = 07 F7

Image_2_Class_1 = 1E E0

Image_3_Class_1 = E9 15

etc. so for images of class 1 tjhe results is different most of the time but with the sum of first Hex and second Hex always resulting to FE.

Somehow this tells me the model is working in a way, since it´s able to make a classification, but the numbers don´t really make sense to me.

I added a .txt file that contains the output of the console when runing the eve_test_dl_algo_out.exe

Do you have an idea on how to interprete those number?

thank you

Nico

Fullscreen TIDl_Inference_ModelOut.txt Download 
Processing config file ..\..\test\testvecs\config\infer\tidl_config.txt !
  0, TIDL_DataLayer                ,  0,  -1 ,  1 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  0 ,    0 ,    0 ,    0 ,    0 ,    1 ,    3 ,  227 ,  227 ,
  1, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  0 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  1 ,    1 ,    3 ,  227 ,  227 ,    1 ,   64 ,  113 ,  113 ,
  2, TIDL_PoolingLayer             ,  1,   1 ,  1 ,  1 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  2 ,    1 ,   64 ,  113 ,  113 ,    1 ,   64 ,   56 ,   56 ,
  3, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  2 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  3 ,    1 ,   64 ,   56 ,   56 ,    1 ,   16 ,   56 ,   56 ,
  4, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  3 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  4 ,    1 ,   16 ,   56 ,   56 ,    1 ,   64 ,   56 ,   56 ,
  5, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  3 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  5 ,    1 ,   16 ,   56 ,   56 ,    1 ,   64 ,   56 ,   56 ,
  6, TIDL_ConcatLayer              ,  1,   2 ,  1 ,  4 ,  5 ,  x ,  x ,  x ,  x ,  x ,  x ,  6 ,    1 ,   64 ,   56 ,   56 ,    1 ,  128 ,   56 ,   56 ,
  7, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  6 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  7 ,    1 ,  128 ,   56 ,   56 ,    1 ,   16 ,   56 ,   56 ,
  8, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  7 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  8 ,    1 ,   16 ,   56 ,   56 ,    1 ,   64 ,   56 ,   56 ,
  9, TIDL_ConvolutionLayer         ,  1,   1 ,  1 ,  7 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  9 ,    1 ,   16 ,   56 ,   56 ,    1 ,   64 ,   56 ,   56 ,
 10, TIDL_ConcatLayer              ,  1,   2 ,  1 ,  8 ,  9 ,  x ,  x ,  x ,  x ,  x ,  x , 10 ,    1 ,   64 ,   56 ,   56 ,    1 ,  128 ,   56 ,   56 ,
 11, TIDL_PoolingLayer             ,  1,   1 ,  1 , 10 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 11 ,    1 ,  128 ,   56 ,   56 ,    1 ,  128 ,   27 ,   27 ,
 12, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 11 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 12 ,    1 ,  128 ,   27 ,   27 ,    1 ,   32 ,   27 ,   27 ,
 13, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 12 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 13 ,    1 ,   32 ,   27 ,   27 ,    1 ,  128 ,   27 ,   27 ,
 14, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 12 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 14 ,    1 ,   32 ,   27 ,   27 ,    1 ,  128 ,   27 ,   27 ,
 15, TIDL_ConcatLayer              ,  1,   2 ,  1 , 13 , 14 ,  x ,  x ,  x ,  x ,  x ,  x , 15 ,    1 ,  128 ,   27 ,   27 ,    1 ,  256 ,   27 ,   27 ,
 16, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 15 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 16 ,    1 ,  256 ,   27 ,   27 ,    1 ,   32 ,   27 ,   27 ,
 17, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 16 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 17 ,    1 ,   32 ,   27 ,   27 ,    1 ,  128 ,   27 ,   27 ,
 18, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 16 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 18 ,    1 ,   32 ,   27 ,   27 ,    1 ,  128 ,   27 ,   27 ,
 19, TIDL_ConcatLayer              ,  1,   2 ,  1 , 17 , 18 ,  x ,  x ,  x ,  x ,  x ,  x , 19 ,    1 ,  128 ,   27 ,   27 ,    1 ,  256 ,   27 ,   27 ,
 20, TIDL_PoolingLayer             ,  1,   1 ,  1 , 19 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 20 ,    1 ,  256 ,   27 ,   27 ,    1 ,  256 ,   13 ,   13 ,
 21, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 20 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 21 ,    1 ,  256 ,   13 ,   13 ,    1 ,   48 ,   13 ,   13 ,
 22, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 21 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 22 ,    1 ,   48 ,   13 ,   13 ,    1 ,  192 ,   13 ,   13 ,
 23, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 21 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 23 ,    1 ,   48 ,   13 ,   13 ,    1 ,  192 ,   13 ,   13 ,
 24, TIDL_ConcatLayer              ,  1,   2 ,  1 , 22 , 23 ,  x ,  x ,  x ,  x ,  x ,  x , 24 ,    1 ,  192 ,   13 ,   13 ,    1 ,  384 ,   13 ,   13 ,
 25, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 24 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 25 ,    1 ,  384 ,   13 ,   13 ,    1 ,   64 ,   13 ,   13 ,
 26, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 25 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 26 ,    1 ,   64 ,   13 ,   13 ,    1 ,  256 ,   13 ,   13 ,
 27, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 25 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 27 ,    1 ,   64 ,   13 ,   13 ,    1 ,  256 ,   13 ,   13 ,
 28, TIDL_ConcatLayer              ,  1,   2 ,  1 , 26 , 27 ,  x ,  x ,  x ,  x ,  x ,  x , 28 ,    1 ,  256 ,   13 ,   13 ,    1 ,  512 ,   13 ,   13 ,
 29, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 28 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 29 ,    1 ,  512 ,   13 ,   13 ,    1 ,  128 ,   13 ,   13 ,
 30, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 29 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 30 ,    1 ,  128 ,   13 ,   13 ,    1 ,  512 ,   13 ,   13 ,
 31, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 29 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 31 ,    1 ,  128 ,   13 ,   13 ,    1 ,  512 ,   13 ,   13 ,
 32, TIDL_ConcatLayer              ,  1,   2 ,  1 , 30 , 31 ,  x ,  x ,  x ,  x ,  x ,  x , 32 ,    1 ,  512 ,   13 ,   13 ,    1 , 1024 ,   13 ,   13 ,
 33, TIDL_ConvolutionLayer         ,  1,   1 ,  1 , 32 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 33 ,    1 , 1024 ,   13 ,   13 ,    1 ,    2 ,   13 ,   13 ,
 34, TIDL_PoolingLayer             ,  1,   1 ,  1 , 33 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 34 ,    1 ,    2 ,   13 ,   13 ,    1 ,    1 ,    1 ,    2 ,
 35, TIDL_SoftMaxLayer             ,  1,   1 ,  1 , 34 ,  x ,  x ,  x ,  x ,  x ,  x ,  x , 35 ,    1 ,    1 ,    1 ,    2 ,    1 ,    1 ,    1 ,    2 ,
 36, TIDL_DataLayer                ,  0,   1 , -1 , 35 ,  x ,  x ,  x ,  x ,  x ,  x ,  x ,  0 ,    1 ,    1 ,    1 ,    2 ,    0 ,    0 ,    0 ,    0 ,
Layer ID    ,inBlkWidth  ,inBlkHeight ,inBlkPitch  ,outBlkWidth ,outBlkHeight,outBlkPitch ,numInChs    ,numOutChs   ,numProcInChs,numLclInChs ,numLclOutChs,numProcItrs ,numAccItrs  ,numHorBlock ,numVerBlock ,inBlkChPitch,outBlkChPitc,alignOrNot
      1           72           68           72           32           32           32            3           64            3            1            8            1            3            4            4         4896         1024            1
      3           32           28           32           32           28           32           64           16           64            8            8            1            8            2            2          896          896            1
      4           32           28           32           32           28           32           16           64           16            8            8            1            2            2            2          896          896            1
      5           40           30           40           32           28           32           16           64           16            7            8            1            3            2            2         1200          896            1
      7           32           28           32           32           28           32          128           16          128            8            8            1           16            2            2          896          896            1
      8           32           28           32           32           28           32           16           64           16            8            8            1            2            2            2          896          896            1
      9           40           30           40           32           28           32           16           64           16            7            8            1            3            2            2         1200          896            1
     12           32           27           32           32           27           32          128           32          128            8            8            1           16            1            1          864          864            1
     13           32           27           32           32           27           32           32          128           32            8            8            1            4            1            1          864          864            1
     14           40           29           40           32           27           32           32          128           32            8            8            1            4            1            1         1160          864            1
     16           32           27           32           32           27           32          256           32          256            8            8            1           32            1            1          864          864            1
     17           32           27           32           32           27           32           32          128           32            8            8            1            4            1            1          864          864            1
     18           40           29           40           32           27           32           32          128           32            8            8            1            4            1            1         1160          864            1
     21           16           13           16           16           13           16          256           48          256            8            8            1           32            1            1          208          208            1
     22           16           13           16           16           13           16           48          192           48            8            8            1            6            1            1          208          208            1
     23           24           15           24           16           13           16           48          192           48            8            8            1            6            1            1          360          208            1
     25           16           13           16           16           13           16          384           64          384            8            8            1           48            1            1          208          208            1
     26           16           13           16           16           13           16           64          256           64            8            8            1            8            1            1          208          208            1
     27           24           15           24           16           13           16           64          256           64            8            8            1            8            1            1          360          208            1
     29           16           13           16           16           13           16          512          128          512            8            8            1           64            1            1          208          208            1
     30           16           13           16           16           13           16          128          512          128            8            8            1           16            1            1          208          208            1
     31           24           15           24           16           13           16          128          512          128            8            8            1           16            1            1          360          208            1
     33           16           13           16           16           13           16         1024            2         1024            8            2            1          128            1            1          208          208            1

Processing Frame Number : 0

 Layer    1 : Out Q :    13559 , TIDL_ConvolutionLayer, PASSED  #MMACs =    22.06,    27.07, Sparsity : -22.69
 Layer    2 :TIDL_PoolingLayer,     PASSED  #MMACs =     0.20,     0.20, Sparsity :   0.00
 Layer    3 : Out Q :    10538 , TIDL_ConvolutionLayer, PASSED  #MMACs =     3.21,     3.21, Sparsity :   0.00
 Layer    4 : Out Q :    16444 , TIDL_ConvolutionLayer, PASSED  #MMACs =     3.21,     3.17, Sparsity :   1.17
 Layer    5 : Out Q :    10998 , TIDL_ConvolutionLayer, PASSED  #MMACs =    28.90,    28.15, Sparsity :   2.60
 Layer    6 : Out Q :    11041 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer    7 : Out Q :    10030 , TIDL_ConvolutionLayer, PASSED  #MMACs =     6.42,     6.42, Sparsity :   0.00
 Layer    8 : Out Q :    14115 , TIDL_ConvolutionLayer, PASSED  #MMACs =     3.21,     3.21, Sparsity :   0.00
 Layer    9 : Out Q :    11907 , TIDL_ConvolutionLayer, PASSED  #MMACs =    28.90,    28.51, Sparsity :   1.35
 Layer   10 : Out Q :    11954 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   11 :TIDL_PoolingLayer,     PASSED  #MMACs =     0.09,     0.09, Sparsity :   0.00
 Layer   12 : Out Q :     7088 , TIDL_ConvolutionLayer, PASSED  #MMACs =     2.99,     2.98, Sparsity :   0.10
 Layer   13 : Out Q :    14662 , TIDL_ConvolutionLayer, PASSED  #MMACs =     2.99,     2.99, Sparsity :   0.00
 Layer   14 : Out Q :     6430 , TIDL_ConvolutionLayer, PASSED  #MMACs =    26.87,    25.91, Sparsity :   3.59
 Layer   15 : Out Q :     6455 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   16 : Out Q :     7759 , TIDL_ConvolutionLayer, PASSED  #MMACs =     5.97,     5.97, Sparsity :   0.00
 Layer   17 : Out Q :    15378 , TIDL_ConvolutionLayer, PASSED  #MMACs =     2.99,     2.96, Sparsity :   0.78
 Layer   18 : Out Q :     7969 , TIDL_ConvolutionLayer, PASSED  #MMACs =    26.87,    25.88, Sparsity :   3.70
 Layer   19 : Out Q :     8000 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   20 :TIDL_PoolingLayer,     PASSED  #MMACs =     0.04,     0.04, Sparsity :   0.00
 Layer   21 : Out Q :     7431 , TIDL_ConvolutionLayer, PASSED  #MMACs =     2.08,     2.08, Sparsity :   0.03
 Layer   22 : Out Q :    13602 , TIDL_ConvolutionLayer, PASSED  #MMACs =     1.56,     1.56, Sparsity :   0.00
 Layer   23 : Out Q :     8083 , TIDL_ConvolutionLayer, PASSED  #MMACs =    14.02,    13.47, Sparsity :   3.93
 Layer   24 : Out Q :     8115 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   25 : Out Q :    21971 , TIDL_ConvolutionLayer, PASSED  #MMACs =     4.15,     4.15, Sparsity :   0.00
 Layer   26 : Out Q :    35565 , TIDL_ConvolutionLayer, PASSED  #MMACs =     2.77,     2.77, Sparsity :   0.00
 Layer   27 : Out Q :    15754 , TIDL_ConvolutionLayer, PASSED  #MMACs =    24.92,    24.90, Sparsity :   0.08
 Layer   28 : Out Q :    15816 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   29 : Out Q :     9723 , TIDL_ConvolutionLayer, PASSED  #MMACs =    11.08,    11.08, Sparsity :   0.00
 Layer   30 : Out Q :    17323 , TIDL_ConvolutionLayer, PASSED  #MMACs =    11.08,    11.08, Sparsity :   0.00
 Layer   31 : Out Q :     4192 , TIDL_ConvolutionLayer, PASSED  #MMACs =    99.68,    99.54, Sparsity :   0.14
 Layer   32 : Out Q :     4209 , TIDL_ConcatLayer, PASSED  #MMACs =     0.00,     0.00, Sparsity :  -1.#J
 Layer   33 : Out Q :     4120 , TIDL_ConvolutionLayer, PASSED  #MMACs =     0.35,     0.25, Sparsity :  27.93
 Layer   34 : Out Q :     8816 , TIDL_PoolingLayer,     PASSED  #MMACs =     0.00,     0.00, Sparsity :   0.00
 Layer   35 :-------Max Index    0 : 254 ------- #MMACs =     0.00,     0.00, Sparsity :   0.00
End of config list found !

  • 0
    TI__Mastermind 22145 points

    Since your last layer is softmax with the output size of two, what you get as output is the probability of two classes 0 and 1. 

    Since, softmax output is converted to 8-bit fixed point number. if you need floating point output, you can run till last global pooling in TILD and run the softmax of two outside TIDL in floating point.

  • 0 in reply to kumar.desappan
    Expert 1155 points

    Yes that´s what I thought but I am wondering why for the second class the probabilities oftenly are higher for class 0 than their actual class, when in the keras model the probability fits really good to the actual class of the image. Does this mean the model does not work very well on the ti platform as a result of the translation?

    Another question is when I load more images the output in stats_tool_out is only the result of the last image put into the model?

    For example if I load 4 images with the results:

    image_0 = FE 00

    image_1 = FE 00

    image_2 = FD 01

    image_3 = 00 FE

    the output in stats_tool_out is

    00 FE 00 FE 00 FE 00 FE

    Why is that?

    thank you,

    nico

  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points

    Refer user guide section, matching with reference for the first question

    The output from each image  will be appended in the file two bytes for each input.  When you run individually and as a sequence, the output could be different. We have dynamic quantization implemented which uses statistics from inference executions.

  • 0 in reply to kumar.desappan
    Expert 1155 points
    So for now I am okay with the above mentioned results when running the inference with inputfile being a png file.
    When I want to run the inference on hardware dsp/eve I can´t use the same png file, because with option
    rawImage = 0
    it says openCV not supported.
    So I guess I need to convert the png to a raw image. Am I correct with this assumption?

    I did the convertion and created a rgb image. When I then run the inference in host emulation (rawImage set to 0) the results in stats_tool_out.bin are wrong and always result in
    00 FF
    for every rgb image I put in there.
    I also tested to use that generated rgb image in my keras model in python. This worked perfectly by giving me expected results for each image.
    Furthermore I used the trace_dump_0.y file that gets generated when running the import tool, but this results in the same output(00 FF).

    I´m really struggling to find a reason for those problems. Would be great if you could help me on this, maybe I forgot something.

    thank you,
    nico
  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points

    The raw input format (RGB or bgr planar) shall match with the format used by input tensor used by training.

    You can refer the preProcType that you are using and the code used by TIDL test beach to create this in raw input for your input PNG file and do the same while creating your input for target.

    BTW, the first layer input is saved in import tool tempDir as trace_0*.y when you run import with PNH file. You can use this as input and run in target as raw input

  • 0 in reply to kumar.desappan
    Expert 1155 points
    "The raw input format (RGB or bgr planar) shall match with the format used by input tensor used by training."
    As I said I tested the RGB file with my model succesfully, so doesn´t this mean the tensor matches with the format? Or could it be that the model in keras is able to predict correctly with RGB input, but the model after tidl import can´t because of frozen graph or something?

    "You can refer the preProcType that you are using and the code used by TIDL test beach to create this in raw input for your input PNG file and do the same while creating your input for target."
    Sorry I don´t really understand what you mean here. The preprocType I am using is a default by TIDL.

    "BTW, the first layer input is saved in import tool tempDir as trace_0*.y when you run import with PNH file. You can use this as input and run in target as raw input"
    I have been using the trace_0 from the out folder before without succes, is there a difference between those files from tempdir after import and the one created after infereence?
  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    If preProcType is same in import and inference, then trace 0 shall match with tempDir and inference.

    Regarding second comment, refer the test bench for default preProcType. This pre processing used for generating trace 0 from the PNG file .
  • 0 in reply to kumar.desappan
    Expert 1155 points
    Okay thank you. I think this helped me.
    So now when I use the trace_0 as input I get the following results:
    For images of class 0:
    FE 00

    For images of class 1:
    00 FF

    So it´s always the same result for the individual classes. I am wondering why the result is not like
    class 0:
    FF 00
    class 1:
    00 FF

    You have an idea on that?
  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    It could be just floating pint to fixed point conversion loss
  • 0 in reply to kumar.desappan
    Expert 1155 points

    Okay thank you!

    Regarding the test bench fro default preproc type, where can I find this test bench?

    best regards,

    nico

  • 0 in reply to Nicolas Rausch
    Expert 1155 points

    Hey Kumar,

    I have another question.

    I want to test this model with the TIDL usecase, so I took the TIDL I/O usecase and put my net params on the sd card, as well as input image. I changed the config accordingly, but the output generated after I run this usecase looks like this

    Can you help me on this?

    best regards,

    nico

  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    Regarding, default preProcType

    void setDefaultParams(tidl_conv2d_config * params)
    {
    ..
    params->preProcType = 0;
    ..

    Regarding TIDL I/O use case, can you share the confg file and list of changes. I can ask a team member to answer your query.

    BTW, I am expected output file to be just 2 bytes with your network, looks like your netwok is not slected for execution
  • 0 in reply to kumar.desappan
    Expert 1155 points

    In which file to I find voidDefaultParams?

    So I changed the TDLCFG.TXT to:

    TIDL Configuration parameters
    -----------------------------
    ################################################################################
    IMP:    Make sure the size of the file names (excluding extension) is not more
            than 8 characters.
    ################################################################################
    inputWidth=227
    inputHeight=227
    inputFile=IN.RGB
    outputFile=OUT.BIN
    netFileName=NET.BIN
    paramFileName=PRM.BIN


    Here I just changed the netfile and paramfile with my bin files I created before. I also changed the input file to my input file needed for the model.

    That´s all I did. Do I have to specify the model somewhere else as well?

    best regards,

    nico

  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    Is the inputWidth and inputHeight 227 matching with your network input?
  • 0 in reply to kumar.desappan
    Expert 1155 points
    Yes it´s the right inputWidth and inputHeight.
    When I check the layertypes in the link, it also shows the correct layers for my model.
  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    What is the output file size that you are observing after usecase execution
  • 0 in reply to kumar.desappan
    Expert 1155 points
    the output file size is exactly the 227x227.
    but my model is running a classification, so the expected output should be
    FF 00 or 00 FF.
    So I guess I just want to print the output of the softmax layer to the file, but I can´t find that softmax output in the code.
  • 0 in reply to Nicolas Rausch
    TI__Mastermind 22145 points
    Output file szie soupposed to be sameas the last tensor size in your network.
    The use case code do not perform any computation
  • 0 in reply to kumar.desappan
    Expert 1155 points
    hm, okay but when I run the host emulation on pc the output in quant_stats_tool is as expected (00 FF), how do I get this output for the usecase?
  • 0 in reply to Nicolas Rausch
    TI__Genius 15985 points
    Hi,

    Can you share usecase log.
    Please press p after sometime you start usecase to get the stats.

    Regards,
    Anuj
  • 0 in reply to Anuj Gupta
    Expert 1155 points
    63.876990 s:
    [IPU1-0] 63.877051 s: CPU [IPU1-0 ] Statistics,
    [IPU1-0] 63.877112 s: *************************
    [IPU1-0] 63.877173 s:
    [IPU1-0] 63.877234 s: LOAD: CPU: 39.9% HWI: 3.8%, SWI:1.4%, Low Power: 0.0%
    [IPU1-0] 63.877386 s:
    [IPU1-0] 63.877417 s: LOAD: TSK: SYSTEM : 0.2%
    [IPU1-0] 63.877508 s: LOAD: TSK: SYSTEM_IPU1_127 : 0.2%
    [IPU1-0] 63.877691 s: LOAD: TSK: NULL_SRC0 : 28.7%
    [IPU1-0] 63.877874 s: LOAD: TSK: STAT_COLL : 3.7%
    [IPU1-0] 63.877966 s: LOAD: TSK: MISC : 1.9%
    [IPU1-0] 63.878057 s:
    [IPU1-0] 63.878118 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.878210 s:
    [IPU1-0] 63.878240 s: SYSTEM: Sempahores Objects, 55 of 1050 free
    [IPU1-0] 63.878332 s: SYSTEM: Task Objects , 5 of 100 free
    [IPU1-0] 63.878423 s: SYSTEM: Clock Objects , 95 of 100 free
    [IPU1-0] 63.878515 s: SYSTEM: Hwi Objects , 87 of 100 free
    [IPU1-0] 63.878606 s:
    [IPU1-0] 63.878637 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 248280 B (242 KB)
    [IPU1-0] 63.878820 s: SYSTEM: Heap = SR_OCMC @ 0x00000000, Total size = 0 B (0 KB), Free size = 0 B (0 KB)
    [IPU1-0] 63.878972 s: SYSTEM: Heap = SR_DDR_CACHED @ 0x88503000, Total size = 368037888 B (350 MB), Free size = 345289216 B (329 MB)
    [IPU1-0] 63.879155 s: SYSTEM: Heap = SR_DDR_NON_CACHED @ 0xbfc00000, Total size = 127872 B (0 MB), Free size = 106368 B (0 MB)
    [IPU1-0] 63.879338 s:
    [IPU1-0] 63.879369 s:
    [IPU1-0] 63.879430 s: CPU [IPU1-1 ] Statistics,
    [IPU1-0] 63.879491 s: *************************
    [IPU1-0] 63.879521 s:
    [IPU1-0] 63.879582 s: LOAD: CPU: 1.8% HWI: 1.2%, SWI:0.4%, Low Power: 0.0%
    [IPU1-0] 63.879735 s:
    [IPU1-0] 63.879857 s: LOAD: TSK: MISC : 0.2%
    [IPU1-0] 63.880131 s:
    [IPU1-0] 63.880192 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.880284 s:
    [IPU1-0] 63.880314 s: SYSTEM: Sempahores Objects, 433 of 1050 free
    [IPU1-0] 63.880406 s: SYSTEM: Task Objects , 37 of 100 free
    [IPU1-0] 63.880497 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 63.880589 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 63.880680 s:
    [IPU1-0] 63.880711 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 655360 B (640 KB), Free size = 645240 B (630 KB)
    [IPU1-0] 63.880894 s:
    [IPU1-0] 63.880924 s:
    [IPU1-0] 63.880985 s: CPU [HOST ] Statistics,
    [IPU1-0] 63.881077 s: *************************
    [IPU1-0] 63.881138 s:
    [IPU1-0] 63.881168 s: LOAD: CPU: 1.4% HWI: 0.1%, SWI:0.0%, Low Power: 0.0%
    [IPU1-0] 63.881321 s:
    [IPU1-0] 63.881443 s: LOAD: TSK: MISC : 1.3%
    [IPU1-0] 63.881534 s:
    [IPU1-0] 63.881565 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.881656 s:
    [IPU1-0] 63.881687 s: SYSTEM: Sempahores Objects, 431 of 1050 free
    [IPU1-0] 63.881778 s: SYSTEM: Task Objects , 37 of 100 free
    [IPU1-0] 63.881870 s: SYSTEM: Clock Objects , 97 of 100 free
    [IPU1-0] 63.881992 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 63.882083 s:
    [IPU1-0] 63.882144 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 6291456 B (6144 KB), Free size = 6239096 B (6092 KB)
    [IPU1-0] 63.882297 s:
    [IPU1-0] 63.882358 s:
    [IPU1-0] 63.882388 s: CPU [DSP1 ] Statistics,
    [IPU1-0] 63.882449 s: *************************
    [IPU1-0] 63.882510 s: CPU: DSP1: Unable to get CPU statistics !!!
    [IPU1-0] 63.882571 s:
    [IPU1-0] 63.882632 s:
    [IPU1-0] 63.882663 s:
    [IPU1-0] 63.882693 s: CPU [DSP2 ] Statistics,
    [IPU1-0] 63.882754 s: *************************
    [IPU1-0] 63.882815 s:
    [IPU1-0] 63.882876 s: LOAD: CPU: 0.2% HWI: 0.1%, SWI:0.0%, Low Power: 0.0%
    [IPU1-0] 63.883029 s:
    [IPU1-0] 63.883090 s: LOAD: TSK: MISC : 0.1%
    [IPU1-0] 63.883181 s:
    [IPU1-0] 63.883212 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.883303 s:
    [IPU1-0] 63.883364 s: SYSTEM: Sempahores Objects, 447 of 1050 free
    [IPU1-0] 63.883456 s: SYSTEM: Task Objects , 90 of 100 free
    [IPU1-0] 63.883517 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 63.883608 s: SYSTEM: Hwi Objects , 100 of 100 free
    [IPU1-0] 63.883700 s:
    [IPU1-0] 63.883761 s: SYSTEM: Heap = LOCAL_L2 @ 0x00800000, Total size = 227264 B (221 KB), Free size = 227264 B (221 KB)
    [IPU1-0] 63.883913 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 524288 B (512 KB), Free size = 516376 B (504 KB)
    [IPU1-0] 63.884096 s:
    [IPU1-0] 63.884157 s:
    [IPU1-0] 63.884188 s: CPU [EVE1 ] Statistics,
    [IPU1-0] 63.884249 s: *************************
    [IPU1-0] 63.884310 s:
    [IPU1-0] 63.884371 s: LOAD: CPU: 0.6% HWI: 0.2%, SWI:0.1%, Low Power: 0.0%
    [IPU1-0] 63.884493 s:
    [IPU1-0] 63.884554 s: LOAD: TSK: MISC : 0.3%
    [IPU1-0] 63.884645 s:
    [IPU1-0] 63.884676 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.884767 s:
    [IPU1-0] 63.884828 s: SYSTEM: Sempahores Objects, 448 of 1050 free
    [IPU1-0] 63.884889 s: SYSTEM: Task Objects , 91 of 100 free
    [IPU1-0] 63.885194 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 63.885286 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 63.885377 s:
    [IPU1-0] 63.885408 s: SYSTEM: Heap = LOCAL_L2 @ 0x40020000, Total size = 22528 B (22 KB), Free size = 22528 B (22 KB)
    [IPU1-0] 63.885591 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 254208 B (248 KB)
    [IPU1-0] 63.885743 s:
    [IPU1-0] 63.885774 s:
    [IPU1-0] 63.885835 s: CPU [EVE2 ] Statistics,
    [IPU1-0] 63.885896 s: *************************
    [IPU1-0] 63.885987 s:
    [IPU1-0] 63.886018 s: LOAD: CPU: 0.6% HWI: 0.2%, SWI:0.1%, Low Power: 0.0%
    [IPU1-0] 63.886170 s:
    [IPU1-0] 63.886231 s: LOAD: TSK: MISC : 0.3%
    [IPU1-0] 63.886323 s:
    [IPU1-0] 63.886353 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.886445 s:
    [IPU1-0] 63.886475 s: SYSTEM: Sempahores Objects, 448 of 1050 free
    [IPU1-0] 63.886567 s: SYSTEM: Task Objects , 91 of 100 free
    [IPU1-0] 63.886658 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 63.886750 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 63.886841 s:
    [IPU1-0] 63.886872 s: SYSTEM: Heap = LOCAL_L2 @ 0x40020000, Total size = 22528 B (22 KB), Free size = 22528 B (22 KB)
    [IPU1-0] 63.887055 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 254208 B (248 KB)
    [IPU1-0] 63.887238 s:
    [IPU1-0] 63.887268 s:
    [IPU1-0] 63.887329 s: CPU [IPU2 ] Statistics,
    [IPU1-0] 63.887390 s: *************************
    [IPU1-0] 63.887451 s:
    [IPU1-0] 63.887482 s: LOAD: CPU: 1.0% HWI: 0.5%, SWI:0.3%, Low Power: 0.0%
    [IPU1-0] 63.887634 s:
    [IPU1-0] 63.887756 s: LOAD: TSK: MISC : 0.2%
    [IPU1-0] 63.887848 s:
    [IPU1-0] 63.887878 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 63.888000 s:
    [IPU1-0] 63.888031 s: SYSTEM: Sempahores Objects, 440 of 1050 free
    [IPU1-0] 63.888122 s: SYSTEM: Task Objects , 38 of 100 free
    [IPU1-0] 63.888214 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 63.888305 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 63.888397 s:
    [IPU1-0] 63.888427 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 252016 B (246 KB)
    [IPU1-0] 63.888610 s:
    [IPU1-0] 63.888977 s:
    [IPU1-0] 63.889038 s: UTILS_PRCM_STATS: Current Temperature,
    [IPU1-0] 63.889099 s:
    [IPU1-0] 63.889160 s: Voltage Rail || Curr Temp Min - Max
    [IPU1-0] 63.889221 s: ---------------------------------------------------------
    [IPU1-0] 63.889312 s: PMHAL_PRCM_VD_MPU || [48.800 , 49.200]
    [IPU1-0] 63.889434 s: PMHAL_PRCM_VD_CORE || [46.400 , 46.800]
    [IPU1-0] 63.889556 s: PMHAL_PRCM_VD_IVAHD || [46.800 , 47.200]
    [IPU1-0] 63.889678 s: PMHAL_PRCM_VD_DSPEVE || [46.800 , 47.200]
    [IPU1-0] 63.889770 s: PMHAL_PRCM_VD_GPU || [47.200 , 47.600]
    [IPU1-0] 63.889892 s:
    [IPU1-0] 63.889922 s: ============================================================================
    [IPU1-0] 63.890258 s: Name | Bus (mV) | Res (mOhm) | Shunt (uV) | Current (mA) | Power (mW)
    [IPU1-0] 63.890380 s: ----------------------------------------------------------------------------
    [IPU1-0] 63.891508 s: UTILS_PRCM_STATS: Reading the regulator data failed
    [IPU1-0] 63.891600 s: UTILS_PRCM_STATS: PM INA226 Power Read Failed !!
    [IPU1-0] 63.891844 s:
    [IPU1-0] 63.891905 s: Statistics Collector,
    [IPU1-0] 63.891996 s:
    [IPU1-0] 63.892027 s: STATISTIC Avg Data Peak Data
    [IPU1-0] 63.892118 s: COLLECTOR MB/s MB/s
    [IPU1-0] 63.892210 s: --------------------------------------------------
    [IPU1-0] 63.892301 s: SCI_EMIF1 RD+WR | 205.048472 1313.905451
    [IPU1-0] 63.892393 s: SCI_EMIF2 RD+WR | 0.000000 0.000000
    [IPU1-0] 63.892515 s: SCI_EMIF1 RD ONLY | 134.862058 685.824180
    [IPU1-0] 63.892637 s: SCI_EMIF1 WR ONLY | 70.331500 629.094127
    [IPU1-0] 63.892728 s: SCI_EMIF2 RD ONLY | 0.000000 0.000000
    [IPU1-0] 63.892820 s: SCI_EMIF2 WR ONLY | 0.000000 0.000000
    [IPU1-0] 63.892972 s: SCI_MA_MPU_P1 | 0.191971 160.177026
    [IPU1-0] 63.893064 s: SCI_MA_MPU_P2 | 0.000000 0.000000
    [IPU1-0] 63.893186 s: SCI_DSS | 0.000000 0.000000
    [IPU1-0] 63.893277 s: SCI_IPU1 | 17.548845 146.226870
    [IPU1-0] 63.893399 s: SCI_VIP1_P1 | 0.000000 0.000000
    [IPU1-0] 63.893491 s: SCI_VIP1_P2 | 0.000000 0.000000
    [IPU1-0] 63.893613 s: SCI_VPE_P1 | 0.000000 0.000000
    [IPU1-0] 63.893704 s: SCI_VPE_P2 | 0.000000 0.000000
    [IPU1-0] 63.893796 s: SCI_DSP1_MDMA | 9.454712 1139.855993
    [IPU1-0] 63.893918 s: SCI_DSP1_EDMA | 0.307699 5.719483
    [IPU1-0] 63.894040 s: SCI_DSP2_MDMA | 4.812402 28.705563
    [IPU1-0] 63.894162 s: SCI_DSP2_EDMA | 0.000000 0.000000
    [IPU1-0] 63.894253 s: SCI_EVE1_TC0 | 23.521829 38.340117
    [IPU1-0] 63.894375 s: SCI_EVE1_TC1 | 0.000000 0.000000
    [IPU1-0] 63.894467 s: SCI_EVE2_TC0 | 23.530735 45.157137
    [IPU1-0] 63.894589 s: SCI_EVE2_TC1 | 0.000000 0.000000
    [IPU1-0] 63.894680 s: SCI_EDMA_TC0_RD | 0.000000 0.000000
    [IPU1-0] 63.894802 s: SCI_EDMA_TC0_WR | 0.000000 0.000000
    [IPU1-0] 63.894894 s: SCI_EDMA_TC1_RD | 0.370124 72.931338
    [IPU1-0] 63.895229 s: SCI_EDMA_TC1_WR | 0.372232 72.948943
    [IPU1-0] 63.895473 s: SCI_VIP2_P1 | 0.000000 0.000000
    [IPU1-0] 63.895565 s: SCI_VIP2_P2 | 0.000000 0.000000
    [IPU1-0] 63.895687 s: SCI_IVA | 0.000000 0.000000
    [IPU1-0] 63.895778 s: SCI_GPU_P1 | 0.000000 0.000000
    [IPU1-0] 63.895870 s: SCI_GPU_P2 | 0.000000 0.000000
    [IPU1-0] 63.896022 s: SCI_GMAC_SW | 0.000000 0.000000
    [IPU1-0] 63.896144 s: SCI_OCMC_RAM1 | 0.000000 0.000000
    [IPU1-0] 63.896236 s: SCI_OCMC_RAM2 | 0.000000 0.000000
    [IPU1-0] 63.896327 s: SCI_OCMC_RAM3 | 0.000000 0.000000
    [IPU1-0] 63.896449 s: SCI_ISS_RT | 0.000000 0.000000
    [IPU1-0] 63.896541 s: SCI_ISS_NRT1 | 0.000000 0.000000
    [IPU1-0] 63.896663 s: SCI_ISS_NRT2 | 0.000000 0.000000
    [IPU1-0] 63.896754 s: SCI_CAL | 0.000000 0.000000
    [IPU1-0] 63.997437 s:
    [IPU1-0] 63.997498 s:
    [IPU1-0] 63.997620 s:
    [IPU1-0] 63.997651 s: ### CPU [IPU1-0], LinkID [ 57],
    [IPU1-0] 63.997742 s:
    [IPU1-0] 63.997773 s: [ NULL_SRC ] Link Statistics,
    [IPU1-0] 63.997864 s: ******************************
    [IPU1-0] 63.997925 s:
    [IPU1-0] 63.998535 s: Elapsed time = 5739 msec
    [IPU1-0] 63.998627 s:
    [IPU1-0] 63.998657 s: New data Recv = 5.22 fps
    [IPU1-0] 63.998749 s: Get Full Buf Cb = 5.5 fps
    [IPU1-0] 63.998840 s: Put Empty Buf Cb = 5.5 fps
    [IPU1-0] 63.998901 s: Driver/Notify Cb = 5.5 fps
    [IPU1-0] 63.999023 s:
    [IPU1-0] 63.999054 s: Input Statistics,
    [IPU1-0] 63.999389 s:
    [IPU1-0] 63.999450 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 63.999511 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 63.999603 s: --------------------------------------------------
    [IPU1-0] 63.999694 s: 0 | 5.22 0. 0 0. 0 5. 5
    [IPU1-0] 63.999816 s:
    [IPU1-0] 63.999877 s: Output Statistics,
    [IPU1-0] 64.000793 s:
    [IPU1-0] 64.000854 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 64.000915 s: | ID | FPS | FPS | FPS
    [IPU1-0] 64.001037 s: ---------------------------------------------
    [IPU1-0] 64.001677 s: 0 | 0 5. 5 0. 0 0. 0
    [IPU1-0] 64.001830 s:
    [IPU1-0] 64.001891 s: [ NULL_SRC ] LATENCY,
    [IPU1-0] 64.001982 s: ********************
    [IPU1-0] 64.002043 s:
    [IPU1-0] 64.002165 s:
    [IPU1-0] 64.002745 s: ### CPU [IPU1-0], LinkID [ 0],
    [IPU1-0] 64.002836 s:
    [IPU1-0] 64.002897 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 64.002989 s: ******************************
    [IPU1-0] 64.003080 s:
    [IPU1-0] 64.003111 s: Elapsed time = 5745 msec
    [IPU1-0] 64.003172 s:
    [IPU1-0] 64.003202 s: New data Recv = 5.22 fps
    [IPU1-0] 64.003568 s: Release data Recv = 5.22 fps
    [IPU1-0] 64.003660 s: Driver/Notify Cb = 38.64 fps
    [IPU1-0] 64.003751 s:
    [IPU1-0] 64.003782 s: Input Statistics,
    [IPU1-0] 64.003843 s:
    [IPU1-0] 64.003873 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 64.003995 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 64.004605 s: --------------------------------------------------
    [IPU1-0] 64.004697 s: 0 | 5.22 0. 0 0. 0 5.22
    [IPU1-0] 64.004941 s:
    [IPU1-0] 64.005764 s: Output Statistics,
    [IPU1-0] 64.005856 s:
    [IPU1-0] 64.005886 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 64.006008 s: | ID | FPS | FPS | FPS
    [IPU1-0] 64.006100 s: ---------------------------------------------
    [IPU1-0] 64.006740 s: 0 | 0 5.22 0. 0 0. 0
    [IPU1-0] 64.006893 s:
    [IPU1-0] 64.006923 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 64.007015 s: ********************
    [IPU1-0] 64.007076 s: Local Link Latency : Avg = 8 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 64.007503 s: Source to Link Latency : Avg = 104 us, Min = 61 us, Max = 183 us,
    [IPU1-0] 64.007625 s:
    [IPU1-0] 64.507442 s:
    [IPU1-0] 64.507503 s: ### CPU [ HOST], LinkID [ 10],
    [IPU1-0] 64.507594 s:
    [IPU1-0] 64.507625 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 64.507716 s: ******************************
    [IPU1-0] 64.507777 s:
    [IPU1-0] 64.508418 s: Elapsed time = 5849 msec
    [IPU1-0] 64.508540 s:
    [IPU1-0] 64.508570 s: Get Full Buf Cb = 5.12 fps
    [IPU1-0] 64.508662 s: Put Empty Buf Cb = 5.12 fps
    [IPU1-0] 64.508723 s: Driver/Notify Cb = 38.29 fps
    [IPU1-0] 64.508814 s:
    [IPU1-0] 64.508845 s: Input Statistics,
    [IPU1-0] 64.509485 s:
    [IPU1-0] 64.509546 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 64.509638 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 64.509699 s: --------------------------------------------------
    [IPU1-0] 64.509790 s: 0 | 5.12 0. 0 0. 0 5.12
    [IPU1-0] 64.510431 s:
    [IPU1-0] 64.510492 s: Output Statistics,
    [IPU1-0] 64.510553 s:
    [IPU1-0] 64.510583 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 64.511285 s: | ID | FPS | FPS | FPS
    [IPU1-0] 64.511407 s: ---------------------------------------------
    [IPU1-0] 64.511498 s: 0 | 0 5.12 0. 0 0. 0
    [IPU1-0] 64.511620 s:
    [IPU1-0] 64.511651 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 64.512322 s: ********************
    [IPU1-0] 64.512413 s: Local Link Latency : Avg = 6 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 64.512535 s: Source to Link Latency : Avg = 188 us, Min = 122 us, Max = 275 us,
    [IPU1-0] 64.512657 s:
    [IPU1-0] 64.512779 s:
    [IPU1-0] 64.512810 s: ### CPU [ HOST], LinkID [ 49],
    [IPU1-0] 64.512901 s:
    [IPU1-0] 64.512932 s: [ ALG_TIDLPREPROC ] Link Statistics,
    [IPU1-0] 64.513572 s: ******************************
    [IPU1-0] 64.513664 s:
    [IPU1-0] 64.513725 s: Elapsed time = 5854 msec
    [IPU1-0] 64.513786 s:
    [IPU1-0] 64.513816 s: New data Recv = 5.12 fps
    [IPU1-0] 64.513908 s:
    [IPU1-0] 64.513999 s: Input Statistics,
    [IPU1-0] 64.514060 s:
    [IPU1-0] 64.514091 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 64.514182 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 64.514518 s: --------------------------------------------------
    [IPU1-0] 64.514640 s: 0 | 5.12 5.12 0. 0 0. 0
    [IPU1-0] 64.514762 s:
    [IPU1-0] 64.514823 s: Output Statistics,
    [IPU1-0] 64.514853 s:
    [IPU1-0] 64.514914 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 64.515768 s: | ID | FPS | FPS | FPS
    [IPU1-0] 64.515860 s: ---------------------------------------------
    [IPU1-0] 64.515982 s: 0 | 0 0. 0 5.12 0. 0
    [IPU1-0] 64.516134 s:
    [IPU1-0] 64.516165 s: [ ALG_TIDLPREPROC ] LATENCY,
    [IPU1-0] 64.516226 s: ********************
    [IPU1-0] 64.516836 s:
    [IPU1-0] 64.517019 s:
    [IPU1-0] 64.517080 s: ### CPU [ HOST], LinkID [ 0],
    [IPU1-0] 64.517171 s:
    [IPU1-0] 64.517202 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 64.517263 s: ******************************
    [IPU1-0] 64.517354 s:
    [IPU1-0] 64.517385 s: Elapsed time = 9466 msec
    [IPU1-0] 64.517446 s:
    [IPU1-0] 64.518086 s: New data Recv = 0.42 fps
    [IPU1-0] 64.518178 s: Driver/Notify Cb = 33.38 fps
    [IPU1-0] 64.518269 s:
    [IPU1-0] 64.518300 s: Input Statistics,
    [IPU1-0] 64.518361 s:
    [IPU1-0] 64.518391 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 64.518483 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 64.518575 s: --------------------------------------------------
    [IPU1-0] 64.518636 s: 0 | 0.42 0. 0 0. 0 0.42
    [IPU1-0] 64.519093 s:
    [IPU1-0] 64.519154 s: Output Statistics,
    [IPU1-0] 64.519215 s:
    [IPU1-0] 64.519246 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 64.519337 s: | ID | FPS | FPS | FPS
    [IPU1-0] 64.519398 s: ---------------------------------------------
    [IPU1-0] 64.519490 s: 0 | 0 0.42 0. 0 0. 0
    [IPU1-0] 64.519612 s:
    [IPU1-0] 64.519642 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 64.520466 s: ********************
    [IPU1-0] 64.520557 s: Local Link Latency : Avg = 7 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 64.520679 s: Source to Link Latency : Avg = 419 us, Min = 366 us, Max = 488 us,
    [IPU1-0] 64.520801 s:
    [IPU1-0] 65.020283 s:
    [IPU1-0] 65.020344 s: ### CPU [ DSP1], LinkID [ 10],
    [IPU1-0] 65.020435 s:
    [IPU1-0] 65.020466 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 65.020862 s: ******************************
    [IPU1-0] 65.020923 s:
    [IPU1-0] 65.021015 s: Elapsed time = 9969 msec
    [IPU1-0] 65.021106 s:
    [IPU1-0] 65.021137 s: Get Full Buf Cb = 0.10 fps
    [IPU1-0] 65.021228 s: Driver/Notify Cb = 33.70 fps
    [IPU1-0] 65.021289 s:
    [IPU1-0] 65.021350 s: Input Statistics,
    [IPU1-0] 65.021381 s:
    [IPU1-0] 65.022113 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 65.022235 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 65.022296 s: --------------------------------------------------
    [IPU1-0] 65.022387 s: 0 | 0.10 0. 0 0. 0 0.10
    [IPU1-0] 65.022540 s:
    [IPU1-0] 65.022570 s: Output Statistics,
    [IPU1-0] 65.022631 s:
    [IPU1-0] 65.022662 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 65.023333 s: | ID | FPS | FPS | FPS
    [IPU1-0] 65.023424 s: ---------------------------------------------
    [IPU1-0] 65.023516 s: 0 | 0 0.10 0. 0 0. 0
    [IPU1-0] 65.023638 s:
    [IPU1-0] 65.023668 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 65.023729 s: ********************
    [IPU1-0] 65.023790 s: Local Link Latency : Avg = 0 us, Min = 0 us, Max = 0 us,
    [IPU1-0] 65.024492 s: Source to Link Latency : Avg = 579 us, Min = 579 us, Max = 579 us,
    [IPU1-0] 65.024614 s:
    [IPU1-0] 65.024736 s:
    [IPU1-0] 65.024797 s: ### CPU [ DSP1], LinkID [ 49],
    [IPU1-0] 65.024888 s:
    [IPU1-0] 65.024919 s: [ ALG_TIDL ] Link Statistics,
    [IPU1-0] 65.025498 s: ******************************
    [IPU1-0] 65.025590 s:
    [IPU1-0] 65.025620 s: Elapsed time = 9973 msec
    [IPU1-0] 65.025681 s:
    [IPU1-0] 65.025742 s: New data Recv = 0.10 fps
    [IPU1-0] 65.025803 s:
    [IPU1-0] 65.026474 s: Input Statistics,
    [IPU1-0] 65.026535 s:
    [IPU1-0] 65.026566 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 65.026657 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 65.026749 s: --------------------------------------------------
    [IPU1-0] 65.026840 s: 0 | 0.10 0. 0 0. 0 0. 0
    [IPU1-0] 65.027542 s:
    [IPU1-0] 65.027603 s: Output Statistics,
    [IPU1-0] 65.027664 s:
    [IPU1-0] 65.027694 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 65.027786 s: | ID | FPS | FPS | FPS
    [IPU1-0] 65.027847 s: ---------------------------------------------
    [IPU1-0] 65.027938 s:
    [IPU1-0] 65.027999 s: [ ALG_TIDL ] LATENCY,
    [IPU1-0] 65.028609 s: ********************
    [IPU1-0] 65.028670 s:
    [IPU1-0] 65.028823 s:
    [IPU1-0] 65.028853 s: ### CPU [ DSP1], LinkID [ 0],
    [IPU1-0] 65.028945 s:
    [IPU1-0] 65.029006 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 65.029097 s: ******************************
    [IPU1-0] 65.029707 s:
    [IPU1-0] 65.029768 s: Elapsed time = 10491 msec
    [IPU1-0] 65.029829 s:
    [IPU1-0] 65.029890 s: Driver/Notify Cb = 33.26 fps
    [IPU1-0] 65.029951 s:
    [IPU1-0] 65.030500 s: Input Statistics,
    [IPU1-0] 65.030592 s:
    [IPU1-0] 65.030622 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 65.030714 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 65.030805 s: --------------------------------------------------
    [IPU1-0] 65.030897 s:
    [IPU1-0] 65.030927 s: Output Statistics,
    [IPU1-0] 65.031568 s:
    [IPU1-0] 65.031629 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 65.031720 s: | ID | FPS | FPS | FPS
    [IPU1-0] 65.031781 s: ---------------------------------------------
    [IPU1-0] 65.031873 s:
    [IPU1-0] 65.031934 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 65.032025 s: ********************
    [IPU1-0] 65.032086 s:
    [IPU1-0] 65.532117 s:
    [IPU1-0] 65.532178 s: ### CPU [IPU1-0], LinkID [ 10],
    [IPU1-0] 65.532269 s:
    [IPU1-0] 65.532300 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 65.532391 s: ******************************
    [IPU1-0] 65.532452 s:
    [IPU1-0] 65.532483 s: Elapsed time = 10994 msec
    [IPU1-0] 65.532544 s:
    [IPU1-0] 65.532605 s: Driver/Notify Cb = 33.29 fps
    [IPU1-0] 65.532666 s:
    [IPU1-0] 65.532727 s: Input Statistics,
    [IPU1-0] 65.532757 s:
    [IPU1-0] 65.532818 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 65.532879 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 65.532971 s: --------------------------------------------------
    [IPU1-0] 65.533062 s:
    [IPU1-0] 65.533123 s: Output Statistics,
    [IPU1-0] 65.533184 s:
    [IPU1-0] 65.533215 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 65.533306 s: | ID | FPS | FPS | FPS
    [IPU1-0] 65.533367 s: ---------------------------------------------
    [IPU1-0] 65.533459 s:
    [IPU1-0] 65.533489 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 65.533550 s: ********************
    [IPU1-0] 65.533611 s:
    [IPU1-0] 65.533672 s: CPU [ IPU1-0], LinkID [ 38], Link Statistics not available !
    [IPU1-0] 65.533855 s:
    [IPU1-0] 65.533886 s: ### CPU [IPU1-0], LinkID [ 20],
    [IPU1-0] 65.533947 s:
    [IPU1-0] 65.534008 s: [ NULL ] Link Statistics,
    [IPU1-0] 65.534099 s: ******************************
    [IPU1-0] 65.534160 s:
    [IPU1-0] 65.534191 s: Elapsed time = 10994 msec
    [IPU1-0] 65.534252 s:
    [IPU1-0] 65.534313 s:
    [IPU1-0] 65.534343 s: Input Statistics,
    [IPU1-0] 65.534404 s:
    [IPU1-0] 65.534435 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 65.534526 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 65.534587 s: --------------------------------------------------
    [IPU1-0] 65.534679 s:
    [IPU1-0] 65.534709 s: Output Statistics,
    [IPU1-0] 65.534770 s:
    [IPU1-0] 65.534801 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 65.534892 s: | ID | FPS | FPS | FPS
    [IPU1-0] 65.534953 s: ---------------------------------------------
    [IPU1-0] 65.535258 s:
    [IPU1-0] 65.535319 s: [ NULL ] LATENCY,
    [IPU1-0] 65.535380 s: ********************
    [IPU1-0] 65.535441 s:
    [IPU1-0] 66.035289 s:
    [IPU1-0]
    [IPU1-0] ====================
    [IPU1-0] Chains Run-time Menu
    [IPU1-0] ====================
    [IPU1-0]
    [IPU1-0] 0: Stop Chain
    [IPU1-0]
    [IPU1-0] p: Print Statistics
    [IPU1-0]
    [IPU1-0] Enter Choice:
    [IPU1-0]
  • 0 in reply to Nicolas Rausch
    TI__Genius 15985 points
    HI,

    Somehow your TIDL link running on dsp is not outputting any data.
    Can you check that.

    Regards,
    Anuj
  • 0 in reply to Anuj Gupta
    Expert 1155 points
    maybe I just didn´t wit long enough, here is a statistic after I waited longer. Here it shows output for algorithm.

    [IPU1-0] 312.853443 s:
    [IPU1-0] 312.853535 s: CPU [IPU1-0 ] Statistics,
    [IPU1-0] 312.853596 s: *************************
    [IPU1-0] 312.853657 s:
    [IPU1-0] 312.853687 s: LOAD: CPU: 40.9% HWI: 3.9%, SWI:1.0%, Low Power: 0.0%
    [IPU1-0] 312.854145 s:
    [IPU1-0] 312.854297 s: LOAD: TSK: NULL_SRC0 : 30.4%
    [IPU1-0] 312.854724 s: LOAD: TSK: STAT_COLL : 3.9%
    [IPU1-0] 312.855426 s: LOAD: TSK: MISC : 1.7%
    [IPU1-0] 312.855548 s:
    [IPU1-0] 312.855578 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1022
    [IPU1-0] 312.855670 s:
    [IPU1-0] 312.855700 s: SYSTEM: Sempahores Objects, 55 of 1050 free
    [IPU1-0] 312.855792 s: SYSTEM: Task Objects , 5 of 100 free
    [IPU1-0] 312.855883 s: SYSTEM: Clock Objects , 95 of 100 free
    [IPU1-0] 312.855975 s: SYSTEM: Hwi Objects , 87 of 100 free
    [IPU1-0] 312.856676 s:
    [IPU1-0] 312.856737 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 248280 B (242 KB)
    [IPU1-0] 312.856890 s: SYSTEM: Heap = SR_OCMC @ 0x00000000, Total size = 0 B (0 KB), Free size = 0 B (0 KB)
    [IPU1-0] 312.857042 s: SYSTEM: Heap = SR_DDR_CACHED @ 0x88503000, Total size = 368037888 B (350 MB), Free size = 345289216 B (329 MB)
    [IPU1-0] 312.857225 s: SYSTEM: Heap = SR_DDR_NON_CACHED @ 0xbfc00000, Total size = 127872 B (0 MB), Free size = 106368 B (0 MB)
    [IPU1-0] 312.857957 s:
    [IPU1-0] 312.858018 s:
    [IPU1-0] 312.858079 s: CPU [IPU1-1 ] Statistics,
    [IPU1-0] 312.858140 s: *************************
    [IPU1-0] 312.858201 s:
    [IPU1-0] 312.858262 s: LOAD: CPU: 1.8% HWI: 1.2%, SWI:0.5%, Low Power: 0.0%
    [IPU1-0] 312.858445 s:
    [IPU1-0] 312.858842 s: LOAD: TSK: MISC : 0.1%
    [IPU1-0] 312.858964 s:
    [IPU1-0] 312.858994 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1022
    [IPU1-0] 312.859086 s:
    [IPU1-0] 312.859116 s: SYSTEM: Sempahores Objects, 433 of 1050 free
    [IPU1-0] 312.859208 s: SYSTEM: Task Objects , 37 of 100 free
    [IPU1-0] 312.859299 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 312.860153 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 312.860275 s:
    [IPU1-0] 312.860336 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 655360 B (640 KB), Free size = 645240 B (630 KB)
    [IPU1-0] 312.860519 s:
    [IPU1-0] 312.861129 s:
    [IPU1-0] 312.861190 s: CPU [HOST ] Statistics,
    [IPU1-0] 312.861251 s: *************************
    [IPU1-0] 312.861373 s:
    [IPU1-0] 312.861434 s: LOAD: CPU: 1.4% HWI: 0.1%, SWI:0.0%, Low Power: 0.0%
    [IPU1-0] 312.861587 s:
    [IPU1-0] 312.862258 s: LOAD: TSK: MISC : 1.3%
    [IPU1-0] 312.862410 s:
    [IPU1-0] 312.862441 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1022
    [IPU1-0] 312.862532 s:
    [IPU1-0] 312.862563 s: SYSTEM: Sempahores Objects, 431 of 1050 free
    [IPU1-0] 312.862654 s: SYSTEM: Task Objects , 37 of 100 free
    [IPU1-0] 312.862746 s: SYSTEM: Clock Objects , 97 of 100 free
    [IPU1-0] 312.863112 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 312.863234 s:
    [IPU1-0] 312.863264 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 6291456 B (6144 KB), Free size = 6239096 B (6092 KB)
    [IPU1-0] 312.863478 s:
    [IPU1-0] 312.863539 s:
    [IPU1-0] 312.863569 s: CPU [DSP1 ] Statistics,
    [IPU1-0] 312.863630 s: *************************
    [IPU1-0] 312.864240 s: CPU: DSP1: Unable to get CPU statistics !!!
    [IPU1-0] 312.864576 s:
    [IPU1-0] 312.864637 s:
    [IPU1-0] 312.864698 s:
    [IPU1-0] 312.864728 s: CPU [DSP2 ] Statistics,
    [IPU1-0] 312.865399 s: *************************
    [IPU1-0] 312.865491 s:
    [IPU1-0] 312.865552 s: LOAD: CPU: 0.2% HWI: 0.1%, SWI:0.0%, Low Power: 0.0%
    [IPU1-0] 312.865704 s:
    [IPU1-0] 312.865735 s: LOAD: TSK: MISC : 0.1%
    [IPU1-0] 312.865826 s:
    [IPU1-0] 312.865887 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1022
    [IPU1-0] 312.866589 s:
    [IPU1-0] 312.866650 s: SYSTEM: Sempahores Objects, 447 of 1050 free
    [IPU1-0] 312.866741 s: SYSTEM: Task Objects , 90 of 100 free
    [IPU1-0] 312.866833 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 312.866924 s: SYSTEM: Hwi Objects , 100 of 100 free
    [IPU1-0] 312.867016 s:
    [IPU1-0] 312.867077 s: SYSTEM: Heap = LOCAL_L2 @ 0x00800000, Total size = 227264 B (221 KB), Free size = 227264 B (221 KB)
    [IPU1-0] 312.867565 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 524288 B (512 KB), Free size = 516376 B (504 KB)
    [IPU1-0] 312.867748 s:
    [IPU1-0] 312.867809 s:
    [IPU1-0] 312.867839 s: CPU [EVE1 ] Statistics,
    [IPU1-0] 312.867900 s: *************************
    [IPU1-0] 312.867961 s:
    [IPU1-0] 312.868022 s: LOAD: CPU: 0.6% HWI: 0.2%, SWI:0.1%, Low Power: 0.0%
    [IPU1-0] 312.868175 s:
    [IPU1-0] 312.868236 s: LOAD: TSK: MISC : 0.3%
    [IPU1-0] 312.868907 s:
    [IPU1-0] 312.868968 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1022
    [IPU1-0] 312.869059 s:
    [IPU1-0] 312.869090 s: SYSTEM: Sempahores Objects, 448 of 1050 free
    [IPU1-0] 312.869181 s: SYSTEM: Task Objects , 91 of 100 free
    [IPU1-0] 312.869273 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 312.869608 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 312.870279 s:
    [IPU1-0] 312.870371 s: SYSTEM: Heap = LOCAL_L2 @ 0x40020000, Total size = 22528 B (22 KB), Free size = 22528 B (22 KB)
    [IPU1-0] 312.870554 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 254208 B (248 KB)
    [IPU1-0] 312.870737 s:
    [IPU1-0] 312.870768 s:
    [IPU1-0] 312.870829 s: CPU [EVE2 ] Statistics,
    [IPU1-0] 312.870890 s: *************************
    [IPU1-0] 312.870951 s:
    [IPU1-0] 312.871012 s: LOAD: CPU: 0.6% HWI: 0.2%, SWI:0.1%, Low Power: 0.0%
    [IPU1-0] 312.872110 s:
    [IPU1-0] 312.872201 s: LOAD: TSK: MISC : 0.3%
    [IPU1-0] 312.872293 s:
    [IPU1-0] 312.872384 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 312.872476 s:
    [IPU1-0] 312.872537 s: SYSTEM: Sempahores Objects, 448 of 1050 free
    [IPU1-0] 312.872628 s: SYSTEM: Task Objects , 91 of 100 free
    [IPU1-0] 312.872720 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 312.872811 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 312.872903 s:
    [IPU1-0] 312.872933 s: SYSTEM: Heap = LOCAL_L2 @ 0x40020000, Total size = 22528 B (22 KB), Free size = 22528 B (22 KB)
    [IPU1-0] 312.873116 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 254208 B (248 KB)
    [IPU1-0] 312.873269 s:
    [IPU1-0] 312.873330 s:
    [IPU1-0] 312.873391 s: CPU [IPU2 ] Statistics,
    [IPU1-0] 312.873452 s: *************************
    [IPU1-0] 312.873513 s:
    [IPU1-0] 312.873574 s: LOAD: CPU: 0.9% HWI: 0.5%, SWI:0.3%, Low Power: 0.0%
    [IPU1-0] 312.873696 s:
    [IPU1-0] 312.873848 s: LOAD: TSK: MISC : 0.1%
    [IPU1-0] 312.873940 s:
    [IPU1-0] 312.873970 s: SYSTEM: SW Message Box Msg Pool, Free Msg Count = 1023
    [IPU1-0] 312.874062 s:
    [IPU1-0] 312.874092 s: SYSTEM: Sempahores Objects, 440 of 1050 free
    [IPU1-0] 312.874184 s: SYSTEM: Task Objects , 38 of 100 free
    [IPU1-0] 312.874275 s: SYSTEM: Clock Objects , 99 of 100 free
    [IPU1-0] 312.874611 s: SYSTEM: Hwi Objects , 99 of 100 free
    [IPU1-0] 312.874733 s:
    [IPU1-0] 312.874763 s: SYSTEM: Heap = LOCAL_DDR @ 0x00000000, Total size = 262144 B (256 KB), Free size = 252016 B (246 KB)
    [IPU1-0] 312.874916 s:
    [IPU1-0] 312.875282 s:
    [IPU1-0] 312.875373 s: UTILS_PRCM_STATS: Current Temperature,
    [IPU1-0] 312.875465 s:
    [IPU1-0] 312.875495 s: Voltage Rail || Curr Temp Min - Max
    [IPU1-0] 312.875587 s: ---------------------------------------------------------
    [IPU1-0] 312.875678 s: PMHAL_PRCM_VD_MPU || [46.400 , 46.800]
    [IPU1-0] 312.875831 s: PMHAL_PRCM_VD_CORE || [42.800 , 43.400]
    [IPU1-0] 312.875922 s: PMHAL_PRCM_VD_IVAHD || [45.200 , 45.600]
    [IPU1-0] 312.876044 s: PMHAL_PRCM_VD_DSPEVE || [44.400 , 44.800]
    [IPU1-0] 312.876166 s: PMHAL_PRCM_VD_GPU || [44. 0 , 44.400]
    [IPU1-0] 312.876288 s:
    [IPU1-0] 312.876319 s: ============================================================================
    [IPU1-0] 312.876441 s: Name | Bus (mV) | Res (mOhm) | Shunt (uV) | Current (mA) | Power (mW)
    [IPU1-0] 312.876532 s: ----------------------------------------------------------------------------
    [IPU1-0] 312.877661 s: UTILS_PRCM_STATS: Reading the regulator data failed
    [IPU1-0] 312.877752 s: UTILS_PRCM_STATS: PM INA226 Power Read Failed !!
    [IPU1-0] 312.878027 s:
    [IPU1-0] 312.878057 s: Statistics Collector,
    [IPU1-0] 312.878118 s:
    [IPU1-0] 312.878179 s: STATISTIC Avg Data Peak Data
    [IPU1-0] 312.878240 s: COLLECTOR MB/s MB/s
    [IPU1-0] 312.878362 s: --------------------------------------------------
    [IPU1-0] 312.878454 s: SCI_EMIF1 RD+WR | 216.100337 296.442934
    [IPU1-0] 312.878576 s: SCI_EMIF2 RD+WR | 0.000000 0.000000
    [IPU1-0] 312.878698 s: SCI_EMIF1 RD ONLY | 146.450112 218.934239
    [IPU1-0] 312.878789 s: SCI_EMIF1 WR ONLY | 69.801651 80.175890
    [IPU1-0] 312.878911 s: SCI_EMIF2 RD ONLY | 0.000000 0.000000
    [IPU1-0] 312.879003 s: SCI_EMIF2 WR ONLY | 0.000000 0.000000
    [IPU1-0] 312.879125 s: SCI_MA_MPU_P1 | 0.150461 3.037660
    [IPU1-0] 312.879216 s: SCI_MA_MPU_P2 | 0.000000 0.000000
    [IPU1-0] 312.879552 s: SCI_DSS | 0.000000 0.000000
    [IPU1-0] 312.879674 s: SCI_IPU1 | 28.017909 41.713371
    [IPU1-0] 312.879796 s: SCI_VIP1_P1 | 0.000000 0.000000
    [IPU1-0] 312.879887 s: SCI_VIP1_P2 | 0.000000 0.000000
    [IPU1-0] 312.880009 s: SCI_VPE_P1 | 0.000000 0.000000
    [IPU1-0] 312.880101 s: SCI_VPE_P2 | 0.000000 0.000000
    [IPU1-0] 312.880223 s: SCI_DSP1_MDMA | 4.658075 45.925244
    [IPU1-0] 312.880345 s: SCI_DSP1_EDMA | 2.016387 46.219395
    [IPU1-0] 312.880467 s: SCI_DSP2_MDMA | 4.797106 5.075623
    [IPU1-0] 312.880589 s: SCI_DSP2_EDMA | 0.000000 0.000000
    [IPU1-0] 312.880680 s: SCI_EVE1_TC0 | 23.474850 24.532565
    [IPU1-0] 312.880802 s: SCI_EVE1_TC1 | 0.000000 0.000000
    [IPU1-0] 312.880894 s: SCI_EVE2_TC0 | 23.482205 24.362214
    [IPU1-0] 312.881016 s: SCI_EVE2_TC1 | 0.000000 0.000000
    [IPU1-0] 312.881107 s: SCI_EDMA_TC0_RD | 0.000000 0.000000
    [IPU1-0] 312.881229 s: SCI_EDMA_TC0_WR | 0.000000 0.000000
    [IPU1-0] 312.881351 s: SCI_EDMA_TC1_RD | 0.697082 0.966660
    [IPU1-0] 312.881473 s: SCI_EDMA_TC1_WR | 0.703902 0.978449
    [IPU1-0] 312.881565 s: SCI_VIP2_P1 | 0.000000 0.000000
    [IPU1-0] 312.881809 s: SCI_VIP2_P2 | 0.000000 0.000000
    [IPU1-0] 312.881900 s: SCI_IVA | 0.000000 0.000000
    [IPU1-0] 312.882022 s: SCI_GPU_P1 | 0.000000 0.000000
    [IPU1-0] 312.882114 s: SCI_GPU_P2 | 0.000000 0.000000
    [IPU1-0] 312.882236 s: SCI_GMAC_SW | 0.000000 0.000000
    [IPU1-0] 312.882358 s: SCI_OCMC_RAM1 | 0.000000 0.000000
    [IPU1-0] 312.882480 s: SCI_OCMC_RAM2 | 0.000000 0.000000
    [IPU1-0] 312.882571 s: SCI_OCMC_RAM3 | 0.000000 0.000000
    [IPU1-0] 312.882663 s: SCI_ISS_RT | 0.000000 0.000000
    [IPU1-0] 312.882785 s: SCI_ISS_NRT1 | 0.000000 0.000000
    [IPU1-0] 312.882876 s: SCI_ISS_NRT2 | 0.000000 0.000000
    [IPU1-0] 312.882998 s: SCI_CAL | 0.000000 0.000000
    [IPU1-0] 312.982370 s:
    [IPU1-0] 312.982431 s:
    [IPU1-0] 312.983102 s:
    [IPU1-0] 312.983163 s: ### CPU [IPU1-0], LinkID [ 57],
    [IPU1-0] 312.983255 s:
    [IPU1-0] 312.983285 s: [ NULL_SRC ] Link Statistics,
    [IPU1-0] 312.983407 s: ******************************
    [IPU1-0] 312.983468 s:
    [IPU1-0] 312.983499 s: Elapsed time = 165252 msec
    [IPU1-0] 312.984109 s:
    [IPU1-0] 312.984170 s: New data Recv = 5.0 fps
    [IPU1-0] 312.984261 s: Get Full Buf Cb = 4.99 fps
    [IPU1-0] 312.984566 s: Put Empty Buf Cb = 4.98 fps
    [IPU1-0] 312.984688 s: Driver/Notify Cb = 4.99 fps
    [IPU1-0] 312.984749 s:
    [IPU1-0] 312.984810 s: Input Statistics,
    [IPU1-0] 312.985451 s:
    [IPU1-0] 312.985542 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 312.985695 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 312.985786 s: --------------------------------------------------
    [IPU1-0] 312.985878 s: 0 | 5. 0 0. 0 0. 0 4.99
    [IPU1-0] 312.986030 s:
    [IPU1-0] 312.986061 s: Output Statistics,
    [IPU1-0] 312.986122 s:
    [IPU1-0] 312.986152 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 312.986549 s: | ID | FPS | FPS | FPS
    [IPU1-0] 312.986640 s: ---------------------------------------------
    [IPU1-0] 312.986732 s: 0 | 0 4.99 0. 0 0. 0
    [IPU1-0] 312.986854 s:
    [IPU1-0] 312.986884 s: [ NULL_SRC ] LATENCY,
    [IPU1-0] 312.986945 s: ********************
    [IPU1-0] 312.987006 s:
    [IPU1-0] 312.987128 s:
    [IPU1-0] 312.987189 s: ### CPU [IPU1-0], LinkID [ 0],
    [IPU1-0] 312.987830 s:
    [IPU1-0] 312.987921 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 312.987982 s: ******************************
    [IPU1-0] 312.988043 s:
    [IPU1-0] 312.988074 s: Elapsed time = 164923 msec
    [IPU1-0] 312.988165 s:
    [IPU1-0] 312.988196 s: New data Recv = 5.0 fps
    [IPU1-0] 312.988287 s: Release data Recv = 4.99 fps
    [IPU1-0] 312.988409 s: Driver/Notify Cb = 38.34 fps
    [IPU1-0] 312.988470 s:
    [IPU1-0] 312.988531 s: Input Statistics,
    [IPU1-0] 312.989111 s:
    [IPU1-0] 312.989172 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 312.989263 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 312.989568 s: --------------------------------------------------
    [IPU1-0] 312.989660 s: 0 | 5. 0 0. 0 0. 0 5. 0
    [IPU1-0] 312.990392 s:
    [IPU1-0] 312.990575 s: Output Statistics,
    [IPU1-0] 312.990636 s:
    [IPU1-0] 312.990666 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 312.990727 s: | ID | FPS | FPS | FPS
    [IPU1-0] 312.990819 s: ---------------------------------------------
    [IPU1-0] 312.990910 s: 0 | 0 5. 0 0. 0 0. 0
    [IPU1-0] 312.991032 s:
    [IPU1-0] 312.991063 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 312.991459 s: ********************
    [IPU1-0] 312.991551 s: Local Link Latency : Avg = 9 us, Min = 0 us, Max = 61 us,
    [IPU1-0] 312.991673 s: Source to Link Latency : Avg = 105 us, Min = 61 us, Max = 183 us,
    [IPU1-0] 312.991795 s:
    [IPU1-0] 313.491734 s:
    [IPU1-0] 313.491825 s: ### CPU [ HOST], LinkID [ 10],
    [IPU1-0] 313.491917 s:
    [IPU1-0] 313.491947 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 313.492008 s: ******************************
    [IPU1-0] 313.492069 s:
    [IPU1-0] 313.492130 s: Elapsed time = 165427 msec
    [IPU1-0] 313.492191 s:
    [IPU1-0] 313.492222 s: Get Full Buf Cb = 5.0 fps
    [IPU1-0] 313.492313 s: Put Empty Buf Cb = 5.0 fps
    [IPU1-0] 313.493076 s: Driver/Notify Cb = 38.33 fps
    [IPU1-0] 313.493167 s:
    [IPU1-0] 313.493198 s: Input Statistics,
    [IPU1-0] 313.493259 s:
    [IPU1-0] 313.493320 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 313.493411 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 313.493503 s: --------------------------------------------------
    [IPU1-0] 313.493594 s: 0 | 5. 0 0. 0 0. 0 5. 0
    [IPU1-0] 313.493747 s:
    [IPU1-0] 313.493777 s: Output Statistics,
    [IPU1-0] 313.494601 s:
    [IPU1-0] 313.494662 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 313.494723 s: | ID | FPS | FPS | FPS
    [IPU1-0] 313.494814 s: ---------------------------------------------
    [IPU1-0] 313.494906 s: 0 | 0 5. 0 0. 0 0. 0
    [IPU1-0] 313.495028 s:
    [IPU1-0] 313.495058 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 313.495455 s: ********************
    [IPU1-0] 313.495546 s: Local Link Latency : Avg = 5 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 313.495668 s: Source to Link Latency : Avg = 190 us, Min = 122 us, Max = 275 us,
    [IPU1-0] 313.495790 s:
    [IPU1-0] 313.495912 s:
    [IPU1-0] 313.495943 s: ### CPU [ HOST], LinkID [ 49],
    [IPU1-0] 313.496034 s:
    [IPU1-0] 313.496065 s: [ ALG_TIDLPREPROC ] Link Statistics,
    [IPU1-0] 313.496156 s: ******************************
    [IPU1-0] 313.496827 s:
    [IPU1-0] 313.496888 s: Elapsed time = 165432 msec
    [IPU1-0] 313.496949 s:
    [IPU1-0] 313.497010 s: New data Recv = 5.0 fps
    [IPU1-0] 313.497071 s:
    [IPU1-0] 313.497132 s: Input Statistics,
    [IPU1-0] 313.497193 s:
    [IPU1-0] 313.497224 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 313.497315 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 313.497407 s: --------------------------------------------------
    [IPU1-0] 313.497498 s: 0 | 5. 0 4.95 0. 0 0. 5
    [IPU1-0] 313.498169 s:
    [IPU1-0] 313.498230 s: Output Statistics,
    [IPU1-0] 313.498291 s:
    [IPU1-0] 313.498383 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 313.498444 s: | ID | FPS | FPS | FPS
    [IPU1-0] 313.498535 s: ---------------------------------------------
    [IPU1-0] 313.498627 s: 0 | 0 0. 5 4.95 0. 0
    [IPU1-0] 313.498749 s:
    [IPU1-0] 313.498779 s: [ ALG_TIDLPREPROC ] LATENCY,
    [IPU1-0] 313.498840 s: ********************
    [IPU1-0] 313.499664 s: Local Link Latency : Avg = 3 us, Min = 0 us, Max = 30 us,
    [IPU1-0] 313.499816 s: Source to Link Latency : Avg = 403 us, Min = 336 us, Max = 488 us,
    [IPU1-0] 313.499938 s:
    [IPU1-0] 313.500061 s:
    [IPU1-0] 313.500122 s: ### CPU [ HOST], LinkID [ 0],
    [IPU1-0] 313.500549 s:
    [IPU1-0] 313.500610 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 313.500671 s: ******************************
    [IPU1-0] 313.500762 s:
    [IPU1-0] 313.500793 s: Elapsed time = 165436 msec
    [IPU1-0] 313.500854 s:
    [IPU1-0] 313.500915 s: New data Recv = 0.5 fps
    [IPU1-0] 313.500976 s: Release data Recv = 0.3 fps
    [IPU1-0] 313.501067 s: Driver/Notify Cb = 33.36 fps
    [IPU1-0] 313.501128 s:
    [IPU1-0] 313.501189 s: Input Statistics,
    [IPU1-0] 313.501799 s:
    [IPU1-0] 313.501860 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 313.501952 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 313.502043 s: --------------------------------------------------
    [IPU1-0] 313.502135 s: 0 | 0. 5 0. 0 0. 0 0. 5
    [IPU1-0] 313.502257 s:
    [IPU1-0] 313.502287 s: Output Statistics,
    [IPU1-0] 313.502379 s:
    [IPU1-0] 313.502440 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 313.503050 s: | ID | FPS | FPS | FPS
    [IPU1-0] 313.503141 s: ---------------------------------------------
    [IPU1-0] 313.503233 s: 0 | 0 0. 5 0. 0 0. 0
    [IPU1-0] 313.503385 s:
    [IPU1-0] 313.503416 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 313.503477 s: ********************
    [IPU1-0] 313.503538 s: Local Link Latency : Avg = 3 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 313.503660 s: Source to Link Latency : Avg = 423 us, Min = 366 us, Max = 488 us,
    [IPU1-0] 313.504331 s:
    [IPU1-0] 314.004666 s:
    [IPU1-0] 314.004727 s: ### CPU [ DSP1], LinkID [ 10],
    [IPU1-0] 314.005398 s:
    [IPU1-0] 314.005490 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 314.005551 s: ******************************
    [IPU1-0] 314.005612 s:
    [IPU1-0] 314.005642 s: Elapsed time = 165941 msec
    [IPU1-0] 314.005734 s:
    [IPU1-0] 314.005764 s: Get Full Buf Cb = 0.1 fps
    [IPU1-0] 314.005856 s: Put Empty Buf Cb = 0.3 fps
    [IPU1-0] 314.005917 s: Driver/Notify Cb = 33.37 fps
    [IPU1-0] 314.006008 s:
    [IPU1-0] 314.006039 s: Input Statistics,
    [IPU1-0] 314.006405 s:
    [IPU1-0] 314.006466 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 314.006557 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 314.006649 s: --------------------------------------------------
    [IPU1-0] 314.006740 s: 0 | 0. 4 0. 0 0. 0 0. 4
    [IPU1-0] 314.006862 s:
    [IPU1-0] 314.006893 s: Output Statistics,
    [IPU1-0] 314.006954 s:
    [IPU1-0] 314.007015 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 314.007747 s: | ID | FPS | FPS | FPS
    [IPU1-0] 314.007838 s: ---------------------------------------------
    [IPU1-0] 314.007930 s: 0 | 0 0. 4 0. 0 0. 0
    [IPU1-0] 314.008052 s:
    [IPU1-0] 314.008113 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 314.008174 s: ********************
    [IPU1-0] 314.008235 s: Local Link Latency : Avg = 15 us, Min = 0 us, Max = 31 us,
    [IPU1-0] 314.008387 s: Source to Link Latency : Avg = 25831761 us, Min = 610 us, Max = 29751571 us,
    [IPU1-0] 314.009058 s:
    [IPU1-0] 314.009211 s:
    [IPU1-0] 314.009241 s: ### CPU [ DSP1], LinkID [ 49],
    [IPU1-0] 314.009333 s:
    [IPU1-0] 314.009607 s: [ ALG_TIDL ] Link Statistics,
    [IPU1-0] 314.009699 s: ******************************
    [IPU1-0] 314.010309 s:
    [IPU1-0] 314.010431 s: Elapsed time = 165945 msec
    [IPU1-0] 314.010492 s:
    [IPU1-0] 314.010553 s: New data Recv = 0.3 fps
    [IPU1-0] 314.010614 s:
    [IPU1-0] 314.010675 s: Input Statistics,
    [IPU1-0] 314.010736 s:
    [IPU1-0] 314.010766 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 314.010858 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 314.010919 s: --------------------------------------------------
    [IPU1-0] 314.011285 s: 0 | 0. 4 0. 0 0. 0 0. 3
    [IPU1-0] 314.011498 s:
    [IPU1-0] 314.011529 s: Output Statistics,
    [IPU1-0] 314.011590 s:
    [IPU1-0] 314.011651 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 314.011712 s: | ID | FPS | FPS | FPS
    [IPU1-0] 314.011803 s: ---------------------------------------------
    [IPU1-0] 314.011864 s: 0 | 0 0. 3 0. 0 0. 0
    [IPU1-0] 314.012566 s:
    [IPU1-0] 314.012627 s: [ ALG_TIDL ] LATENCY,
    [IPU1-0] 314.012718 s: ********************
    [IPU1-0] 314.012779 s: Local Link Latency : Avg = 29731598 us, Min = 29716891 us, Max = 29753736 us,
    [IPU1-0] 314.012901 s: Source to Link Latency : Avg = 83041999 us, Min = 29717562 us, Max = 118671781 us,
    [IPU1-0] 314.013023 s:
    [IPU1-0] 314.013145 s:
    [IPU1-0] 314.013206 s: ### CPU [ DSP1], LinkID [ 0],
    [IPU1-0] 314.013847 s:
    [IPU1-0] 314.013938 s: [ IPC_OUT_0 ] Link Statistics,
    [IPU1-0] 314.013999 s: ******************************
    [IPU1-0] 314.014060 s:
    [IPU1-0] 314.014091 s: Elapsed time = 136229 msec
    [IPU1-0] 314.014182 s:
    [IPU1-0] 314.014213 s: New data Recv = 0.2 fps
    [IPU1-0] 314.014304 s: Release data Recv = 0.1 fps
    [IPU1-0] 314.015158 s: Driver/Notify Cb = 33.35 fps
    [IPU1-0] 314.015280 s:
    [IPU1-0] 314.015311 s: Input Statistics,
    [IPU1-0] 314.015402 s:
    [IPU1-0] 314.015433 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 314.015524 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 314.015616 s: --------------------------------------------------
    [IPU1-0] 314.015982 s: 0 | 0. 3 0. 0 0. 0 0. 3
    [IPU1-0] 314.016134 s:
    [IPU1-0] 314.016195 s: Output Statistics,
    [IPU1-0] 314.016256 s:
    [IPU1-0] 314.016287 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 314.016409 s: | ID | FPS | FPS | FPS
    [IPU1-0] 314.016470 s: ---------------------------------------------
    [IPU1-0] 314.016561 s: 0 | 0 0. 3 0. 0 0. 0
    [IPU1-0] 314.017232 s:
    [IPU1-0] 314.017293 s: [ IPC_OUT_0 ] LATENCY,
    [IPU1-0] 314.017385 s: ********************
    [IPU1-0] 314.017446 s: Local Link Latency : Avg = 0 us, Min = 0 us, Max = 0 us,
    [IPU1-0] 314.017568 s: Source to Link Latency : Avg = 94933038 us, Min = 29720582 us, Max = 148274812 us,
    [IPU1-0] 314.017720 s:
    [IPU1-0] 314.517537 s:
    [IPU1-0] 314.517598 s: ### CPU [IPU1-0], LinkID [ 10],
    [IPU1-0] 314.517690 s:
    [IPU1-0] 314.517720 s: [ IPC_IN_0 ] Link Statistics,
    [IPU1-0] 314.517781 s: ******************************
    [IPU1-0] 314.517873 s:
    [IPU1-0] 314.517903 s: Elapsed time = 136733 msec
    [IPU1-0] 314.517964 s:
    [IPU1-0] 314.518025 s: Get Full Buf Cb = 0.2 fps
    [IPU1-0] 314.518086 s: Put Empty Buf Cb = 0.3 fps
    [IPU1-0] 314.518178 s: Driver/Notify Cb = 33.34 fps
    [IPU1-0] 314.518239 s:
    [IPU1-0] 314.518300 s: Input Statistics,
    [IPU1-0] 314.518361 s:
    [IPU1-0] 314.518422 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 314.518513 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 314.518575 s: --------------------------------------------------
    [IPU1-0] 314.518666 s: 0 | 0. 3 0. 0 0. 0 0. 3
    [IPU1-0] 314.518819 s:
    [IPU1-0] 314.518849 s: Output Statistics,
    [IPU1-0] 314.518910 s:
    [IPU1-0] 314.518941 s: CH | Out | Out | Out Drop | Out User Drop
    [IPU1-0] 314.519032 s: | ID | FPS | FPS | FPS
    [IPU1-0] 314.519093 s: ---------------------------------------------
    [IPU1-0] 314.519185 s: 0 | 0 0. 3 0. 0 0. 0
    [IPU1-0] 314.519307 s:
    [IPU1-0] 314.519337 s: [ IPC_IN_0 ] LATENCY,
    [IPU1-0] 314.519429 s: ********************
    [IPU1-0] 314.519490 s: Local Link Latency : Avg = 30 us, Min = 0 us, Max = 61 us,
    [IPU1-0] 314.519612 s: Source to Link Latency : Avg = 94933282 us, Min = 29720826 us, Max = 148275026 us,
    [IPU1-0] 314.519764 s:
    [IPU1-0] 314.519825 s: CPU [ IPU1-0], LinkID [ 38], Link Statistics not available !
    [IPU1-0] 314.519978 s:
    [IPU1-0] 314.520008 s: ### CPU [IPU1-0], LinkID [ 20],
    [IPU1-0] 314.520100 s:
    [IPU1-0] 314.520130 s: [ NULL ] Link Statistics,
    [IPU1-0] 314.520191 s: ******************************
    [IPU1-0] 314.520252 s:
    [IPU1-0] 314.520313 s: Elapsed time = 136735 msec
    [IPU1-0] 314.520588 s:
    [IPU1-0] 314.520649 s: New data Recv = 0.1 fps
    [IPU1-0] 314.520710 s:
    [IPU1-0] 314.520771 s: Input Statistics,
    [IPU1-0] 314.520832 s:
    [IPU1-0] 314.520862 s: CH | In Recv | In Drop | In User Drop | In Process
    [IPU1-0] 314.520954 s: | FPS | FPS | FPS | FPS
    [IPU1-0] 314.521015 s: --------------------------------------------------
    [IPU1-0] 314.521106 s: 0 | 0. 3 0. 0 0. 0 0. 0
    [IPU1-0] 314.521228 s:
    [IPU1-0] 314.521289 s: [ NULL ] LATENCY,
    [IPU1-0] 314.521350 s: ********************
    [IPU1-0] 314.521411 s:
    [IPU1-0] 315.021442 s:
  • 0 in reply to Anuj Gupta
    Expert 1155 points
    Hey Anuj,
    I made some progress.
    After using the src release of TIDL I was able to debug the tidl_softmax.c file. There is an output variable that holds the correct probabilities for my classes.

    So my next aim is to get camera capture as input for tidl I/O usecase.
    I can train my model to yuv and then us the yuv image as input for tidl.
    TIDL then runs inference and returns a classification.

    So far my idea is to have nullsrc for net files, like cfg and params and model.
    Then I have isscapture->isp where it is transformed to yuv, then I use dup link to send that image to vpe, where I resize it to my needed size and then put it to algorithm link where tidl is supposed to run.
    Parrallel the output of isp is send to display link where I just display the normal camera frames.
    Do you think this is possible?

    thank you
    nico
  • 0 in reply to Anuj Gupta
    Expert 1155 points
    hey
    any updates?
  • 0 in reply to Nicolas Rausch
    TI__Genius 13395 points
    use vision SDK as the test bench where we do have file read, TIDL and display usecase is there. This file read (nullSrc) can be replaced with camera capture if you can capture YUV420SP video and then resize to desired resolution, reuse the remaining TIDL chain as is.

    Regards, Shiju
  • 0 in reply to Shiju Sivasankaran
    Expert 1155 points

    Yes I already made this work.

    Do you mean by use the tidl as is, that I also use tidl_preproc algorithm? If possible I´d like to leave that out and go directly from ISP (YUV) into tidl_algorithm.

    I read somewhere, that tidl needs bgr input, but is that only for your examples or does tidl only work with bgr input in general?

  • 0 in reply to Nicolas Rausch
    TI__Genius 13395 points
    Yes, TIDL ALg need input video in BGR format

    regards, Shiju