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puma-simulator

PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and runs ML models compiled using the puma compiler.

pwc

Papers with code. Sorted by stars. Updated weekly.

pythonalgorithm

你也能看得懂的Python算法书

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-quantum

A PyTorch-based hybrid classical-quantum machine learning (neural networks) framework, with support for easy deployments on real quantum machines.

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

pytorx

Neural Network Evaluation Tool on Crossbar-based Accelerator with Resistive Memory

pyverilog

Python-based Hardware Design Processing Toolkit for Verilog HDL

pyxis

An Open-Source Performance Dataset of Sparse Accelerators

radar-image-recognition

Iceberg/Ship Classifier for satellite radar images in PyTorch

ravenoc

RaveNoC is a configurable HDL NoC (Network-On-Chip) suitable for MPSoCs and different MP applications

readme

read me

reckon

ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.

robnets

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

robustwrn

[NeurIPS2021] Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks

rsa4096

4096bit RSA project, with verilog code, python test code, etc

s3nas

Fast NPU-aware Neural Architecture Search

sandylinux

Boiler plate for making a Zynq/Microzed design

scalabfs

A Scalable BFS Accelerator on FPGA-HBM Platform

scale-sim-v2

Repository to host and maintain scale-sim-v2 code

scienceplots

Matplotlib styles for scientific plotting

sdram-controller

Verilog SDRAM memory controller

sdram-fpga

A FPGA core for a simple SDRAM controller.

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

sextans

An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).

sha3

ship-recognition

Fine-grained recognition of ships under complex sea conditions

shredder-v2-self-supervised