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Apache TVM vs fastai

Apache TVM

7.8#2 in deep learning softwareFree plan
Free planAndroidiOSWebAPI
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fastai

6.4#10 in deep learning softwareFree plan
Free planWebLinuxmacOSSelf-hosted
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What both publish

FactApache TVMfastai
InstallationUsers can install TVM from PyPI, build it from source or use Docker images.The documentation says to install fastai on a machine with `pip install fastai` and recommends installing PyTorch first.

Apache TVM plans

  • Apache TVMFree

fastai plans

  • fastaiFree

Pick Apache TVM if…

TVM suits developers who need to compile and customize pre-trained machine learning models for varied hardware and runtime targets. It is for teams able to secure RPC access within trusted users and networks.

Pick fastai if…

fastai suits Python practitioners and researchers building neural-network workflows, from common image and text tasks to tabular models. It also fits learners with some coding experience who want to apply deep learning through the free Practical Deep Learning course.

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