CODEWITHSUNDEEP
tensorflowtensorflow-lite
Luiz Vitor Reis
Luiz Vitor Reis

Reputation: 11

Calculate FLOPS (Floating Point Operations per Second) of TensorFlow lite model

Is there any way to measure directly the FLOPS of a .tflite model? I've found some topics about this, but just to the unconverted model.

Upvotes: 1

Views: 469

Answers (1)

Jae sung Chung
Jae sung Chung

Reputation: 913

There is a tool that measures the TFLite model performance. Please take a look at https://www.tensorflow.org/lite/performance/measurement.

The benchmark tool can measure useful metrics including initialization time, Inference time, memory footprint and so on.

Upvotes: 1

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