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I researched a bit and found some optimizations. Like in terms of specific optimization steps, we can't do much more. What we will do now is to add more layers to the initial model because the one we are using is very basic. We will repeat the quantization steps for the improved model and we will do tensorflow profiling along with all this. "Profiling helps understand the hardware resource consumption (time and memory) of the various TensorFlow operations (ops) in your model and resolve performance bottlenecks and, ultimately, make the model execute faster." This will help us identify which areas can be further optimized and would help add to the presentation.
https://www.tensorflow.org/guide/profiler#:~:text=Profiling%20helps%20understand%20the%20hardware,make%20the%20model%20execute%20faster.
https://chat.openai.com/share/e14c1b77-1512-46b4-be2a-6ecd1cf37669
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