TIDL import tensorflow model issue

Sayali Vhanne

Hello,

I have tried to import pre-trained MobileNet model using tensorflow. I have downloaded MobileNet_v1_1.0_224 model from below link:

https://github.com/tensorflow/models/tree/master/research/slim

This is changed import file:

# Default - 0
randParams = 0

# 0: Caffe, 1: TensorFlow, Default - 0
modelType = 1

# 0: Fixed quantization By tarininng Framework, 1: Dyanamic quantization by TIDL, Default - 1
quantizationStyle = 1

# quantRoundAdd/100 will be added while rounding to integer, Default - 50
quantRoundAdd = 50

numParamBits = 10

inputNetFile = "..\..\test\testvecs\config\tensorflow_models\mobilenet\mobilenet_1_224.pb"
inputParamsFile = "NA"
outputNetFile = "..\..\test\testvecs\config\tidl_models\tidl_net_mobilenet_1_224.bin"
outputParamsFile = "..\..\test\testvecs\config\tidl_models\tidl_param_mobilenet_1_224.bin"

preProcType = 2
sampleInData = "..\..\test\testvecs\input\preproc_0_224x224.y"
tidlStatsTool = "..\quantStatsTool\eve_test_dl_algo.out.exe"

inWidth = 224
inHeight = 224
inNumChannels = 3

When I am trying to run importTestCases.bat for generating related .bin files then I am getting tidl_log like :

TF Model File : ..\..\test\testvecs\config\tensorflow_models\mobilenet\mobilenet_1_224.pb
Could not find the requested input Data : MobilenetV1/Logits/Dropout_1b/Identity !!

and generated bin files are 0KB.

Please guide and let me know the correct way to import it.

over 5 years ago

0 Praveen Eppa1 over 5 years ago

TI__Genius 17580 points

Hi,

Could you please attach the complete tidl_log file that you got while importing

Thanks,
Praveen

0 Sayali Vhanne over 5 years ago in reply to Praveen Eppa1

Intellectual 460 points

Hi Praveen,

Please find attached tidl_log.txt but it only contains below two lines:

TF Model File : ..\..\test\testvecs\config\tensorflow_models\mobilenet\mobilenet_v1_0.5_160_frozen.pb

Could not find the requested input Data : MobilenetV1/Logits/Dropout_1b/Identity !!

tidl_log.txt

TF Model File : ..\..\test\testvecs\config\tensorflow_models\mobilenet\mobilenet_1_224.pb 
Could not find the requested input Data : MobilenetV1/Logits/Dropout_1b/Identity !!

Thanks,

Sayali

0 Praveen Eppa1 over 5 years ago in reply to Sayali Vhanne

TI__Genius 17580 points

Hi Sayali,

You may need to optimize frozen graphs before giving it to tidl, for more details

Please refer to section 3.6.5 (Importing Tensorflow Models) in the user guide.

Also, Please refer below e2e to build tensoflow model for TIDL
e2e.ti.com/.../689876

Thanks,
Praveen

0 Sayali Vhanne over 5 years ago in reply to Praveen Eppa1

Intellectual 460 points

Hi Praveen,

I referred the section 3.6.5, optimized frozen graphs for MobileNet and tried to run the generated .pb but it's also showing error in tidl_log.txt file as :

TF Model File : ..\..\test\testvecs\config\tensorflow_models\mobilenet\mobilenet_v1_1.0_224_final.pb

Could not find the requested input Data : MobilenetV1/MobilenetV1/Conv2d_0/Relu6 !!

Please find attached .pb(remove .txt) for the same.

mobilenet_v1_1.0_224_final.txt

About the reference link, I ran the model successfully, but I am not able to visualize the resultant bin.

Is there any way to visualize it?

Thanks,

Sayali

0 kumar.desappan over 5 years ago in reply to Sayali Vhanne

TI__Mastermind 22085 points

The example network is a classification network and output is score for each class (10). There is no visualisation needed.

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TIDL import tensorflow model issue