Testing methods for dequantization of RGBD data
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Updated
Apr 12, 2018 - C++
Testing methods for dequantization of RGBD data
[MicroNet Challenge (NeurIPS 2019 )] "Adjustable Quantization: Jointly Learn the Bit-width and Weight in DNN Training" by Yonggan Fu, Ruiyang Zhao, Yue Wang, Chaojian Li, Haoran You, Zhangyang Wang, Yingyan Lin
Qualization library based on 1R
Pytorch Model Quantization, Layer Fusion and Optimization
Project assignment for course Introduction to Telecommunications at ECE NTUA
Uniform quantizer that uses mexCallMATLAB to call different MATLAB commands and plot the results
Quantizing LLMs using GPTQ
IntLLaMA: A fast and light quantization solution for LLaMA
Implementation of MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation
OnnxRT based Inference Optimization of Roberta model trained for Sentiment Analysis On Twitter Dataset
Curated list of methods that focuses on improving the efficiency of diffusion models
Regularized Classification-Aware Quantization
code for paper: https://arxiv.org/pdf/2203.08080.pdf
Repo destined for the audience of GDG IOTMakers' program, this workshop goes throught the basics of converting Tensorflow models into TFlite ones and experimenting with different compression and optimization techniques.
Basic algorithms and methods in computer vision
A compilation of various ML and DL models and ways to optimize the their inferences.
Optimizing quantization tables for JPEG2000 codec with significant rate-accuracy performance.
Assignments solutions for the Digital Communication Course taught at Cairo University. (Requirements document included for each assignment)
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