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Amir Gholami's Projects

accfft icon accfft

A Massively Parallel FFT Library for CPU/GPU

adahessian icon adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

anode icon anode

[IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-1 icon caffe-1

This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel® Xeon Phi processors

clfft icon clfft

a software library containing FFT functions written in OpenCL

dcp icon dcp

Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”

inplace icon inplace

CUDA and OpenMP implementations of C2R/R2C inplace transposition

pyhessian icon pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

qpytorch icon qpytorch

Low Precision Arithmetic Simulation in PyTorch

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

trattack icon trattack

[CVPR'19] Trust Region Based Adversarial Attack

zeroq icon zeroq

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

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