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Apache TVM
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Apache TVM
@ApacheTVM
Open deep learning compiler stack for CPUs, GPUs and specialized accelerators. Join us for the TVM and Deep Learning Compilation Conference tvmcon.org
tvm.apache.org
Joined January 2018
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  • Pinned
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    Apache TVM
    @ApacheTVM
    Feb 18, 2022
    ICYMI, all of the sessions from #tvmcon are available for streaming! Catch up on the latest advances, case studies, and tutorials in #ML acceleration from the @ApacheTVM community. tvmcon.org
  • user avatar
    Apache TVM
    @ApacheTVM
    May 30, 2019
    Introducing @PyTorch 's TVM-based backend by Bram Wasti (Facebook). seamless integration and great speedups. 🔥🚀🚀tvm.ai/2019/05/30/pyt…
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    Apache TVM
    @ApacheTVM
    May 14, 2020
    Compiling Machine Learning to WASM and WebGPU with Apache TVM. Preliminary experiments shows that TVM’s WebGPU backend can get close to native GPU performance when deploying models to the web.🚀🚀 tvm.apache.org/2020/05/14/com…
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    Apache TVM
    @ApacheTVM
    Jul 14, 2020
    Bridging PyTorch and TVM tvm.apache.org/2020/07/14/ber… by @ThomasViehmann talks about using TVM to deploy 🤗 bert on AMD GPUs, and explores the initial path toward training compilation 🐴🐴
  • user avatar
    Apache TVM
    @ApacheTVM
    Oct 3, 2018
    Automatic Kernel Optimization for Deep Learning on All Hardware Platforms tvm.ai/2018/10/03/aut…
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    Apache TVM
    @ApacheTVM
    Dec 17, 2019
    Videos and slides for the 2nd TVM and Deep Learning Compilation Conference are now available! sampl.cs.washington.edu/tvmconf/#about…
  • user avatar
    Apache TVM
    @ApacheTVM
    Jun 14, 2018
    Introducing tvm.ai, the new home for TVM stack, with a mission to bring open, end-to-end deep compiler for cpus, gpus and specialized accelerators.
  • user avatar
    Apache TVM
    @ApacheTVM
    Dec 29, 2018
    Presentation slides for TVM and Deep Learning Compiler Conference are now available. Check out 20+ talks on differentiable programming, quantization, IoT, ASIC, machine learning for systems and more sampl.cs.washington.edu/tvmconf/#about…
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    Apache TVM
    @ApacheTVM
    Feb 19, 2019
    TVM 0.5 is here github.com/dmlc/tvm/relea… High-level differentiable programming Relay IR, flexible low bit quantization flow, better AutoTVM; @golang and @rustlang support; Most importantly, an open, collaborative and growing community!
    Release v0.5-pre-apache-incubation · apache/tvm
    From github.com
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    Apache TVM
    @ApacheTVM
    Apr 30, 2019
    Automating Optimization of Quantized Deep Learning Models on CUDA. With learning-based program optimizer. Wuwei Lin is able to get competitive performance on benchmark models and significant boost on emerging models against TensorRT(int8). tvm.ai/2019/04/29/opt…
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    Apache TVM
    @ApacheTVM
    Dec 18, 2018
    Blog: "Automating Generation of Low Precision Deep Learning Operators". Ultra low-bit deep learning operators have the potential to power IoT, but are extremely hard to write and optimize. Meghan from UW SAMPL group shows how to automate this process. tvm.ai/2018/12/18/low…
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    Apache TVM
    @ApacheTVM
    Jul 12, 2018
    Introducing VTA, the open-source, generic, and customizable deep learning accelerator with a complete deep learning software stack, so you can start to experiment with hardware specialization right away with a friendly python interface: tvm.ai/2018/07/12/vta…
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    Apache TVM
    @ApacheTVM
    Jun 9, 2020
    TinyML - How TVM is Taming Tiny -- automate ML optimization for bare-metal devices. tvm.apache.org/2020/06/04/tin… by @DoobsParn Andrew Reusch from @octoml
  • user avatar
    Apache TVM
    @ApacheTVM
    Mar 18, 2019
    TVM Deep Learning Compiler Community Joins Apache Software Foundation @TheASF tvm.ai/2019/03/18/tvm…