Deepware

Pinned Repositories

• AccDNN

  A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.

  Language:Verilog0100

• antares

  Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends.

  Language:Python1000

• awesome-real-time-AI

  This is a list of awesome edgeAI inference related papers.

  1000

• edge-ai

  A curated list of resources for embedded AI

  10

• gemm_spmm

  Hardware accelerator for pruned nertworks

  Language:C++1000

• How_to_optimize_in_GPU

  This is a series of GPU optimization topics. Here we will introduce how to optimize the program on the GPU in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

  Language:Cuda1000

• onnx-simplifier

  Simplify your onnx model

  Language:C++10

• SEAsynth

  A synthesize-able CNN accelerator based on systolic arrays 🌊

  Language:Verilog2000

• TENNA

  TENNA: Tiny Embedded Neural Network Accelerator

  1101

• xla

  A machine learning compiler for GPUs, CPUs, and ML accelerators

  Language:C++10

Deepware's Repositories