Testing a model performance for CIFAR10-C

C++ Implementation of PyTorch Tutorials for Everyone

FPGA version of Rodinia in HLS C/C++

A collection of GICP-based fast point cloud registration algorithms

This project aims to enable language model inference on FPGAs, supporting AI applications in edge devices and environments with limited resources.

Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.

SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs

[ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".

[ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Diffenderfer, Jiancheng Liu, Konstantinos Parasyris, Yihua Zha…

95.47% on CIFAR10 with PyTorch

Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv

Verilog AXI stream components for FPGA implementation

Create PDF/A compliant files from LaTeX

Floating point morton order comparison operator.

C++ header-only library with methods to efficiently encode/decode Morton codes in/from 2D/3D coordinates

[CVPR'24 Highlight & Best Demo Award] Gaussian Splatting SLAM

画像生成 AI ツールの Stable Diffusion web UI を、簡単に使えるようにする環境とチュートリアルです。

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 pr…

The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes

LLM training in simple, raw C/CUDA

[CVPR24 Highlights] Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

Vitis HLS Library for FINN

PYNQ bindings for C and C++ to avoid requiring Python or Vitis to execute hardware acceleration.

Includes the SVD-based approximation algorithms for compressing deep learning models and the FPGA accelerators exploiting such approximation mechanism, as described in the paper Mapping multiple LS…

A curated list of point cloud registration.

Standalone Unity remake of New Super Mario Bros DS' multiplayer gamemode, "Mario vs Luigi"