tfl-inspect

tfl-inspect allows users to retrieve various information from a TensorFlow Lite model files

Information to inspect

–operators

Operators with --operators

• show operator codes one line at a time in execution order

Example

$ tfl_inspect --operators model.tflite

Result

RESHAPE
DEPTHWISE_CONV_2D
ADD

To get the count of specific operator, use other tools like sort, uniq, etc.

Example

$ tfl-inspect --operators inception_v3.tflite | sort | uniq -c

Result

     10 AVERAGE_POOL_2D
     15 CONCATENATION
     95 CONV_2D
      4 MAX_POOL_2D
      1 RESHAPE
      1 SOFTMAX

–conv2d_weight

Conv2D series weight input node type with --conv2d_weight

• shows Conv2D series node weight input node type
• Conv2D series: CONV2D, DEPTHWISE_CONV_2D

Example result

CONV2D,CONST
DEPTHWISE_CONV_2D,RELU
CONV2D,CONST