Alternatives and similar repositories for N2D2

Users that are interested in N2D2 are comparing it to the libraries listed below

• francof2a / fxpmath
  A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.
  ☆192Updated last year
• maltanar / qnn-inference-examples
  Jupyter notebook examples on image classification with quantized neural networks
  ☆69Updated 5 years ago
• ekut-es / pico-cnn
  Lightweight C implementation of CNNs for Embedded Systems
  ☆61Updated 2 years ago
• FPGA4HEP / course_material
  ☆35Updated 5 years ago
• pulp-platform / dory
  A tool to deploy Deep Neural Networks on PULP-based SoC's
  ☆80Updated 3 months ago
• cornell-zhang / heterocl
  HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing
  ☆338Updated last year
• fastmachinelearning / qonnx
  QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
  ☆149Updated last week
• Xilinx / finn-hlslib
  Vitis HLS Library for FINN
  ☆198Updated this week
• spcl / hls_tutorial_examples
  Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".
  ☆199Updated 3 years ago
• thesps / conifer
  Fast inference of Boosted Decision Trees in FPGAs
  ☆54Updated last week
• camlsys / torchquant
  A Hackable Quantization Library for PyTorch
  ☆21Updated 4 years ago
• hasanunlu / neural_network_deployment_for_uC
  Efficient neural network deployment for uC using pytorch model
  ☆32Updated 4 years ago
• larq / compute-engine
  Highly optimized inference engine for Binarized Neural Networks
  ☆250Updated 2 weeks ago
• hsharma35 / dnnweaver2
  Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.
  ☆216Updated 6 years ago
• es-ude / elastic-ai.creator
  Design, train and generate neural networks optimized specifically for FPGAs.
  ☆18Updated this week
• NVlabs / timeloop
  Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.
  ☆390Updated 2 months ago
• Accelergy-Project / accelergy
  Accelergy is an energy estimation infrastructure for accelerator energy estimations
  ☆138Updated last week
• fpgasystems / spooNN
  FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
  ☆272Updated 5 years ago
• Xilinx / logicnets
  ☆94Updated 11 months ago
• Xilinx / finn-base
  Open Source Compiler Framework using ONNX as Frontend and IR
  ☆30Updated 2 years ago
• Xilinx / ResNet50-PYNQ
  Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ
  ☆58Updated 3 years ago
• QDucasse / nn_benchmark
  🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas
  ☆26Updated 2 years ago
• EECS-NTNU / bismo
  BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
  ☆139Updated 5 years ago
• ARM-software / SCALE-Sim
  ☆351Updated 2 years ago
• ARM-software / DeepFreeze
  ☆40Updated 5 years ago
• fastmachinelearning / hls4ml-tutorial
  Tutorial notebooks for hls4ml
  ☆343Updated last week
• cpetig / tflite_micro_compiler
  generate tflite micro code which bypasses the interpreter (directly calls into kernels)
  ☆80Updated 2 years ago
• definelicht / hlslib
  A collection of extensions for Vitis and Intel FPGA OpenCL to improve developer quality of life.
  ☆319Updated 4 months ago
• pulp-platform / pulp-trainlib
  Floating-Point Optimized On-Device Learning Library for the PULP Platform.
  ☆34Updated 3 weeks ago
• Xilinx / CHaiDNN
  HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
  ☆325Updated 5 years ago