ATAMAN: AuTo-driven Approximation and Microcontroller AcceleratioN Toolkit

The repository for the "Accelerating TinyML Inference on Microcontrollers through Approximate Kernels" paper is under construction ...

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
__pycache__		__pycache__
data_preprocessing/mean_values_np_array_1000_samples		data_preprocessing/mean_values_np_array_1000_samples
modifications		modifications
original_files		original_files
rng_prunned_files		rng_prunned_files
tflite_models		tflite_models
.gitignore		.gitignore
README.md		README.md
calculate_significance.py		calculate_significance.py
create_np.py		create_np.py
dse.py		dse.py
generate_npy_data.py		generate_npy_data.py
generate_tflite.py		generate_tflite.py
mac_calc.py		mac_calc.py
mean_generation.py		mean_generation.py
myfuncs.py		myfuncs.py
optimized_mac_perforation.py		optimized_mac_perforation.py
plot_generation.py		plot_generation.py
preload_mat_mult.py		preload_mat_mult.py
rng_prunning.py		rng_prunning.py
run_all.sh		run_all.sh
unpack.py		unpack.py

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