392 Open source projects that are alternatives of or similar to Blueoil

An Open Source Deep Learning Inference Engine Based on FPGA

Dataflow compiler for QNN inference on FPGAs

QKeras: a quantization deep learning library for Tensorflow Keras

Brevitas: quantization-aware training in PyTorch

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Quantization of Convolutional Neural networks.

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow

Notes on the Red Pitaya Open Source Instrument

Awesome machine learning model compression research papers, tools, and learning material.

A collection of extensions for Vivado HLS and Intel FPGA OpenCL to improve developer quality of life.

Build Customized FPGA Implementations for Vivado

FPGA/hardware design of openwifi

Fast inference engine for OpenNMT models

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.

CHIP-8 console on FPGA

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

AXI SystemVerilog synthesizable IP modules and verification infrastructure for high-performance on-chip communication

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

a simple and cheap vector network analyzer, including support software

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

Collections of model quantization algorithms

A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"

FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)

Fletcher: A framework to integrate FPGA accelerators with Apache Arrow

80186 compatible SystemVerilog CPU core and FPGA reference design

Space Invaders game implemented with VHDL

Bus bridges and other odds and ends

open-source IEEE 802.11 WiFi baseband FPGA (chip) design

32-bit RISC-V system on chip for iCE40 and ECP5 FPGAs

All open source file and project for OpenFPGAduino project

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

LicheeTang 蜂鸟E203 Core

32-bit Superscalar RISC-V CPU

A simple, basic, formally verified UART controller

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Verilog implementation of the symmetric block cipher AES (Advanced Encryption Standard) as specified in NIST FIPS 197. This implementation supports 128 and 256 bit keys.

Xilinx Run Time for FPGA

Free TPU for FPGA with Lenet, MobileNet, Squeezenet, Resnet, Inception V3, YOLO V3, and ICNet. Deep learning acceleration using Xilinx zynq (Zedboard or ZC702 ) or kintex-7 to solve image classification, detection, and segmentation problem.

Recipe for FPGA cooking

Tool to generate register RTL, models, and docs using SystemRDL or JSpec input

Open source ultrasound processing modules and building blocks

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

MIPI CSI-2 Camera Sensor Receiver verilog HDL implementation For any generic FPGA. Tested with IMX219 on Lattice MachXO3LF. 2Gbps UVC Video Stream Over USB 3.0 with Cypress FX3

A very small msp430-compatible customizable soft-core microcontroller-like processor system written in platform-independent VHDL.

Turning .NET assemblies into FPGA hardware for faster execution and lower power usage. See the Readme and https://hastlayer.com.

PlutoSDR Firmware

Connectal is a framework for software-driven hardware development.

i8080 precise replica in Verilog, based on reverse engineering of real die

Verilog Generator of Neural Net Digit Detector for FPGA

PyTorch Model Compression

Live Hardware Development (LiveHD), a productive infrastructure for Synthesis and Simulation

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

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

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

CNN acceleration on virtex-7 FPGA with verilog HDL