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Why are ML Compilers so Hard?

Pete Warden · published 24 December 2021

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2blogs citing

First cited: 8 Jan 2022
Most recent: 9 Nov 2024
Rank this month: not ranked
External links: 15
Words captured: 2,604

Cited by

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In the post

Date

linghao.io

Why is ML Runtime Infra So Hard Read at the source ↗

9 Nov 2024

bodunhu.com

Machine Learning System Resources Read at the source ↗

8 Jan 2022

Links from this post

Link

Host

https://commons.wikimedia.org/wiki/File:Modern_Loose_Reed_Power_Loom-marsden.png

commons.wikimedia.org

https://www.tensorflow.org/xla

tensorflow.org

https://tvm.apache.org/

tvm.apache.org

https://mlir.llvm.org/

mlir.llvm.org

https://www.edgeimpulse.com/blog/introducing-eon

edgeimpulse.com

https://ai.facebook.com/tools/glow/

ai.facebook.com

https://www.tensorflow.org/xla/architecture

tensorflow.org

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/convert/rnn.md

github.com

https://github.com/tensorflow/tflite-micro/blob/main/tensorflow/lite/micro/kernels/detection_postprocess.cc

github.com

https://www.tensorflow.org/lite/guide/ops_select

tensorflow.org

https://pytorch.org/mobile/home/

pytorch.org

https://www.tensorflow.org/api_docs/python/tf/function

tensorflow.org

https://en.wikipedia.org/wiki/Festivus

en.wikipedia.org

https://onnx.ai/

onnx.ai

Tensor Operator Set Architecture (TOSA) Dialect

mlir.llvm.org