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@eml-eda Efficient ML @ EDA Group, Politecnico di Torino

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    34 repositories

    • odimo-journal

      Public
      Code Release associated to the "Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time" manuscript
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Nov 28, 2024Nov 28, 2024

    • riscvsim-dpm

      Public
      Implementation of Dynamic Power Management Policies in a RISC-V Instruction Set Simulator
      C
      •1•0•0•0•Updated Nov 12, 2024Nov 12, 2024

    • match

      Public
      Python
      •
      Apache License 2.0
      •1•12•0•0•Updated Nov 2, 2024Nov 2, 2024

    • plinio

      Public
      A Plug-and-play Lightweight tool for the Inference Optimization of Deep Neural networks
      Python
      •
      Apache License 2.0
      •5•38•2•1•Updated Oct 31, 2024Oct 31, 2024

    • eden

      Public
      Efficient Decision tree Ensembles libary for IoT edge nodes
      gap8tree-ensemblespulpissimo
      Python
      •
      Apache License 2.0
      •0•13•0•0•Updated Oct 2, 2024Oct 2, 2024

    • digipyze

      Public
      Python Battery Digitalizer
      Python
      •0•1•2•0•Updated Sep 25, 2024Sep 25, 2024

    • messy

      Public
      Messy is an open-source framework that integrates a RISC-V ISS with SystemC-AMS: https://arxiv.org/abs/2404.01861
      Python
      •
      Apache License 2.0
      •2•10•4•1•Updated Sep 24, 2024Sep 24, 2024

    • zigzag

      Public
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Aug 22, 2024Aug 22, 2024

    • pulpatch

      Public
      C
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 9, 2024Aug 9, 2024

    • match-tvm

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 9, 2024Aug 9, 2024

    • mixprec-pruning

      Public
      Python
      •0•4•0•0•Updated Aug 8, 2024Aug 8, 2024

    • match_gap9

      Public
      C
      •
      Apache License 2.0
      •0•0•0•1•Updated Aug 2, 2024Aug 2, 2024

    • acaces-ocnn

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 12, 2024Jul 12, 2024

    • tcn-hard-disk-failure-prediction

      Public
      Python
      •
      Apache License 2.0
      •4•17•0•0•Updated Jul 12, 2024Jul 12, 2024

    • oenne

      Public
      Repository for the (dead) PhD course on Optimized Execution of Neural Networks at the Edge
      Jupyter Notebook
      •0•3•0•0•Updated Jun 26, 2024Jun 26, 2024

    • efcl-school-t3

      Public
      EFCL Summer School Track 3 Material
      Python
      •1•5•0•0•Updated Jun 10, 2024Jun 10, 2024

    • llama.cpp

      Public
      LLM inference in C/C++
      C++
      •
      MIT License
      •9.8k•0•0•0•Updated Jun 4, 2024Jun 4, 2024

    • cheshire

      Public
      A minimal Linux-capable 64-bit RISC-V SoC built around CVA6
      SystemVerilog
      •
      Other
      •48•0•0•0•Updated May 31, 2024May 31, 2024

    • tle-supervised

      Public
      Python
      •0•4•0•0•Updated May 21, 2024May 21, 2024

    • odimo

      Public
      Python
      •
      Apache License 2.0
      •0•1•1•0•Updated May 20, 2024May 20, 2024

    • pytorch-benchmarks

      Public
      Python
      •
      Apache License 2.0
      •1•7•0•0•Updated Apr 25, 2024Apr 25, 2024

    • gvsoc

      Public
      C
      •19•0•0•0•Updated Mar 31, 2024Mar 31, 2024

    • gvsoc-core

      Public
      C++
      •
      Apache License 2.0
      •11•0•0•0•Updated Mar 31, 2024Mar 31, 2024

    • gvsoc-pulp

      Public
      C++
      •10•0•0•0•Updated Mar 31, 2024Mar 31, 2024

    • depthwise-separable-fusion

      Public
      Library with the fused kernels for GAP8
      C
      •0•1•0•0•Updated Mar 29, 2024Mar 29, 2024

    • multi-constraint-nas

      Public
      Python
      •
      Apache License 2.0
      •0•4•1•0•Updated Jan 10, 2024Jan 10, 2024

    • cva6-on-fpga

      Public
      Tcl
      •
      Other
      •0•1•0•0•Updated Dec 13, 2023Dec 13, 2023

    • riscv-nn

      Public
      0•0•1•0•Updated Oct 30, 2023Oct 30, 2023

    • q-ppg

      Public
      Python
      •
      Apache License 2.0
      •2•19•1•0•Updated Mar 19, 2023Mar 19, 2023

    • tinyml-design-contest-iccad-2022

      Public
      C
      •
      Apache License 2.0
      •0•2•0•0•Updated Mar 6, 2023Mar 6, 2023