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gfursin avatar gfursin commented on May 24, 2024

We need to check it with @psyhtest - we thought to keep program names as they are now (unless we update all docs), and maybe create a separate repo for image classification ... Not sure yet what is the best ... The problem is that name "benchmark" is over-abused and doesn't tell much about what the program does ...

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Chunosov avatar Chunosov commented on May 24, 2024

OK, agree. May be it was too hasty suggestion. "benchmark" is quite common word, but these programs do just classification.

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psyhtest avatar psyhtest commented on May 24, 2024

We have agreed to adopt the following convention: <task>-<model>-<framework> for a model-specific program and <task>-<framework> for a model-agnostic one (similar to TDB), where <task> is "image classification".

So how about:

  • classification-tensorflow -> image-classification-tf-py
  • classification-tensorflow-cpp -> image-classification-tf-cpp
  • classification-tflite-cpp -> image-classification-tflite (is tflite cpp-only?)

Similarly, we would use e.g. image-classification-mobilenets-armcl-opencl

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Chunosov avatar Chunosov commented on May 24, 2024

is tflite cpp-only?

It seems to be.
There is some lite.py module in tflite dir, but I'm not sure if it is TFLite API. It says "TensorFlow Lite tooling helper functionality" and refers primary to some toco that should mean 'TensorFlow optimized converter'

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Chunosov avatar Chunosov commented on May 24, 2024

Here is the renaming: #69

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psyhtest avatar psyhtest commented on May 24, 2024

We should update at least the following references:

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Chunosov avatar Chunosov commented on May 24, 2024

There are more references corrected here #71

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gfursin avatar gfursin commented on May 24, 2024

If this is done, we should close it ...

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