Alternatives and similar repositories for nas-as-program-transformation-exploration

Users that are interested in nas-as-program-transformation-exploration are comparing it to the libraries listed below

• limenghao / AdaTune
  This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).
  ☆13Updated 4 years ago
• anony-sub / chameleon
  Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation
  ☆27Updated 5 years ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆25Updated last year
• comaniac / epoi
  Benchmark PyTorch Custom Operators
  ☆14Updated last year
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆14Updated 3 years ago
• HPCRL / ASPLOS_artifact
  ☆13Updated 3 years ago
• ceruleangu / Block-Sparse-Benchmark
  Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.
  ☆24Updated 4 years ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆50Updated 10 months ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆35Updated 2 months ago
• BoyuanFeng / APNN-TC
  ☆17Updated 3 years ago
• uwsampl / sparsetir-artifact
  Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"
  ☆25Updated 2 years ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆64Updated 2 years ago
• union-codesign / union
  ☆14Updated 3 years ago
• marsupialtail / gpu-sparsert
  ☆18Updated 4 years ago
• GATECH-EIC / Auto-NBA
  [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…
  ☆15Updated 3 years ago
• awslabs / ratex
  ☆23Updated 6 months ago
• sjtu-epcc / Tacker
  Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
  ☆25Updated 3 months ago
• LeiWang1999 / Stream-k.tvm
  ☆19Updated 8 months ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆48Updated 2 years ago
• lixiuhong / batched_gemm
  ☆38Updated 5 years ago
• pku-liang / popa
  A unified programming framework for high and portable performance across FPGAs and GPUs
  ☆11Updated 2 months ago
• jafermarq / WinogradAwareNets
  Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)
  ☆27Updated last year
• UCLA-VAST / heterohalide
  HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration
  ☆15Updated 4 years ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆138Updated 2 years ago
• gilshm / sparq
  Post-training sparsity-aware quantization
  ☆34Updated 2 years ago
• cjf00000 / StatQuant
  code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"
  ☆28Updated 4 years ago
• HPCRL / Ansor-AF-DS
  This repository contains the figures, tables and source code in the ICS'24 paper: "Accelerated Auto-Tuning of GPU Kernels for Tensor Comp…
  ☆8Updated 6 months ago
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆51Updated last year
• hgyhungry / alcop-artifact
  ☆22Updated 2 years ago
• sfox14 / block_minifloat
  Training with Block Minifloat number representation
  ☆14Updated 4 years ago