Alternatives and similar repositories for pocketnn

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

• wangmaolin / niti
  Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv
  ☆83Updated 2 years ago
• jafermarq / WinogradAwareNets
  Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)
  ☆27Updated last year
• YashasSamaga / ConvolutionBuildingBlocks
  GEMM and Winograd based convolutions using CUTLASS
  ☆26Updated 4 years ago
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆110Updated 6 months ago
• maltanar / gemmbitserial
  Fast matrix multiplication for few-bit integer matrices on CPUs.
  ☆29Updated 6 years ago
• benja263 / Integer-Only-Inference-for-Deep-Learning-in-Native-C
  Converting a deep neural network to integer-only inference in native C via uniform quantization and the fixed-point representation.
  ☆25Updated 3 years ago
• changwoolee / BLAST
  [NeurIPS 2024] BLAST: Block Level Adaptive Structured Matrix for Efficient Deep Neural Network Inference
  ☆11Updated 7 months ago
• da-steve101 / binary_connect_cifar
  An implementation of a BinaryConnect network for cifar10
  ☆11Updated 5 years ago
• gilshm / sparq
  Post-training sparsity-aware quantization
  ☆34Updated 2 years ago
• AMDResearch / Riallto
  The Riallto Open Source Project from AMD
  ☆80Updated last month
• gplhegde / convolution-flavors
  Implementation of convolution layer in different flavors
  ☆68Updated 7 years ago
• RaulMurillo / deep-pensieve
  A Deep Learning Framework for the Posit Number System
  ☆28Updated 10 months ago
• areusch / microtvm-blogpost-eval
  ☆29Updated 4 years ago
• fastconvnets / cvpr2020
  Code for "Fast Sparse ConvNets" CVPR2020 submissions
  ☆13Updated 5 years ago
• stepbuystep / LightNAS
  You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms
  ☆11Updated 2 years ago
• AlexMontgomerie / samo
  SAMO: Streaming Architecture Mapping Optimisation
  ☆33Updated last year
• pulp-platform / nemo
  NEural Minimizer for pytOrch
  ☆43Updated 10 months ago
• andersy005 / tvm-in-action
  TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together
  ☆64Updated 7 years ago
• IBM / pfloat
  A 8-/16-/32-/64-bit floating point number family
  ☆17Updated 3 years ago
• fastmachinelearning / qonnx
  QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
  ☆149Updated last week
• taehokim20 / CPrune
  CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
  ☆17Updated last year
• pulp-platform / dory
  A tool to deploy Deep Neural Networks on PULP-based SoC's
  ☆80Updated 3 months ago
• max2ma / shiftNet
  ☆14Updated 5 years ago
• ekut-es / pico-cnn
  Lightweight C implementation of CNNs for Embedded Systems
  ☆61Updated 2 years ago
• ROCm / tensorcast
  ☆11Updated last month
• EEESlab / CMix-NN
  CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
  ☆43Updated 5 years ago
• ucb-bar / onnxruntime-riscv
  Fork of upstream onnxruntime focused on supporting risc-v accelerators
  ☆87Updated 2 years ago
• Qualcomm-AI-research / FP8-quantization
  ☆149Updated 2 years ago
• parsa-epfl / HBFPEmulator
  ColTraIn HBFP Training Emulator
  ☆16Updated 2 years ago
• ysbsb / awesome-quantization
  Awesome Quantization Paper lists with Codes
  ☆11Updated 4 years ago