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Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Code for ACM MobiCom 2024 paper "FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices"

HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators

Code Repository of Evaluating Quantized Large Language Models

A list of awesome compiler projects and papers for tensor computation and deep learning.

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

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including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware verilog code that can be implemented on FPGA

Machine-Learning Accelerator System Exploration Tools

High Bandwidth Memory (HBM) timing model based on DRAMSim2

Shuhai is a benchmarking-memory tool that allows FPGA programmers to demystify all the underlying details of memories, e.g., HBM and DDR4, on a Xilinx FPGA

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

My Blog / Jekyll Themes / PWA

Boilerplate of Hux Blog

A co-design architecture on sparse attention

some docs for rookies in nics-efc

A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

This is a series of quick start guide of Vitis HLS tool in Chinese. It explains the basic concepts and the most important optimize techniques you need to understand to use the Vitis HLS tool.

A novel architectural design for stitching video streams in real-time on an FPGA.

Animation engine for explanatory math videos

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