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apache/tvm

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Open Machine Learning Compiler Framework

8 mentions on Hacker News by 8 people: 0 stories, 8 comments · first 2017-10-06 · latest 2024-05-04

Mentions per year 8 mentions · busiest year 2018 (2)
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  1. Yes. Web-llm is a wrapper of tvmjs: https://github.com/apache/tvm Just wrappers all the way down
    comment by abi · 2024-05-04 · in Show HN: I built a free in-browser Llama 3 chatbot powered by WebGPU
  2. …merged and active PRs on the multi-GPU (multi-device) roadmap: Support in TVM’s graph IR (Relax) - https://github.com/apache/tvm/pull/15447 Support in TVM’s loop IR (TensorIR) - https://github.com/apache/tvm/pull/14862 Distributed dialect…
    comment by sullx · 2023-08-10 · in Making AMD GPUs competitive for LLM inference
  3. …There are exciting projects in this area like TVM Unity [1], IREE [2], or torch.export [3] [1] https://github.com/apache/tvm/tree/unity [2] https://github.com/openxla/iree [3] https://pytorch.org/get-started/pytorch-2.0/#inference-and-e...
    comment by lairv · 2023-04-25 · in ONNX Runtime merges WebGPU backend
  4. …in Python into SPIR-V. AMD is using it in production for running deep learning models on their APU. https://github.com/apache/tvm
    comment by masahi · 2021-12-01 · in Prefix sum on portable compute shaders
  5. …is supported. Edit: it's in C++ and has rust bindings [2] [1] https://tvm.apache.org/ [2] https://github.com/apache/tvm/tree/main/rust
    comment by m3at · 2021-09-11 · in YOLOv5 on CPUs: Sparsifying to Achieve GPU-Level Performance
  6. Note that TVM ( https://github.com/dmlc/tvm ) is a similar system (the IR is a fork of the Halide IR, but substantially improved), and is much more suited to deep learning, with tools like: - TOPI, a library of optimized routines for…
    comment by gammaradiation · 2018-09-06 · in Differentiable Programming for Image Processing and Deep Learning in Halide [pdf]
  7. …(UIUC): http://dlvm.org/ - nGraph (Intel): http://ngraph.nervanasys.com/docs/cpp/ - TVM (DMLC): https://github.com/dmlc/tvm Honorable mention to Julia ( http://julialang.org ) as well.
    comment by wcrichton · 2018-02-22 · in DLVM: A modern compiler framework for neural network DSLs
  8. part of TVM https://github.com/dmlc/tvm is built with primitives in Halide. Halide is indeed super cool and TVM benefit a lot from its experience. While Halide optimizes CPU and image processing workload well. TVM also focus specifically…
    comment by crowwork · 2017-10-06 · in NNVM Compiler: A New Open End-To-End Compiler for AI Frameworks