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Siyuan Ma's Projects

cuda-samples icon cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

gem5 icon gem5

The official repository for the gem5 computer-system architecture simulator.

lightnet icon lightnet

A light-weight neural network frontend framework for different software/hardware backends.

multipim icon multipim

MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator

pimsim icon pimsim

PIMSim is a Process-In-Memory Simulator with the compatibility of GEM5 full-system simulation.

posit-neuralnet icon posit-neuralnet

PositNN - Framework for training and inference with neural nets usings posits

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

ramulator icon ramulator

A Fast and Extensible DRAM Simulator, with built-in support for modeling many different DRAM technologies including DDRx, LPDDRx, GDDRx, WIOx, HBMx, and various academic proposals. Described in the IEEE CAL 2015 paper by Kim et al. at http://users.ece.cmu.edu/~omutlu/pub/ramulator_dram_simulator-ieee-cal15.pdf

ramulator-pim icon ramulator-pim

A fast and flexible simulation infrastructure for exploring general-purpose processing-in-memory (PIM) architectures. Ramulator-PIM combines a widely-used simulator for out-of-order and in-order processors (ZSim) with Ramulator, a DRAM simulator with memory models for DDRx, LPDDRx, GDDRx, WIOx, HBMx, and HMCx. Ramulator is described in the IEEE CAL

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