Mostafa Elhoushi's repositories
tensor-decompositions
Implementation of various tensor decomposition methods: Spatial, Channel, Tucker, CP, Network Decouple
Graph-MLPMixer
Repository for Graph MLP-Mixer
APoT_Quantization
PyTorch implementation for the APoT quantization (ICLR 2020)
awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
banana-navigation
Project 1 of Udacity's Deep Reinforcement Learning Nanodegree
CompilerGym
A reinforcement learning toolkit for compiler optimizations
CompilerGymExamples
Example environments and scripts utilizing CompilerGym
continuous-control
Project 2 of Udacity's Deep Reinforcement Learning Nanodegree
Decompose-CNN
CP and Tucker decomposition for Convolutional Neural Networks
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
FOS-Python
Implementation of Fast Orthogonal Search (FOS) Algorithm in Python
FTWT
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction
functorch
functorch is JAX-like composable function transforms for PyTorch.
glow
Compiler for Neural Network hardware accelerators
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
INQ-pytorch
A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"
network-slimming
Network Slimming (Pytorch) (ICCV 2017)
OLLA
Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-cnn-finetune
Fine-tune pretrained Convolutional Neural Networks with PyTorch
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
tensorflow-addons
Forked repo of tensorflow-addons
torchtune
A Native-PyTorch Library for LLM Fine-tuning
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.