fei-examples: fei examples

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Various fei examples


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Versions [RSS] [faq] 0.3.0, 1.0.0
Dependencies attoparsec, base (>=4.7 && <5.0), conduit, fei-base, fei-cocoapi, fei-datasets, fei-modelzoo, fei-nn, formatting, JuicyPixels, lens, optparse-applicative, random-source, repa, resourcet, rio, store [details]
License BSD-3-Clause
Copyright 2020 - Jiasen Wu
Author Jiasen Wu
Maintainer jiasenwu@hotmail.com
Category Machine Learning, AI
Home page https://github.com/pierric/fei-examples#readme
Bug tracker https://github.com/pierric/fei-examples/issues
Source repo head: git clone https://github.com/pierric/fei-examples
Uploaded by JiasenWu at 2020-12-20T21:13:18Z
Distributions NixOS:1.0.0
Executables mask-rcnn, faster-rcnn, custom-op, cifar10, lenet
Downloads 322 total (5 in the last 30 days)
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Status Hackage Matrix CI
Docs not available [build log]
All reported builds failed as of 2020-12-20 [all 3 reports]

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Readme for fei-examples-1.0.0

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fei-examples

  • MNIST
  • CIFAR10 + Resnet / ResNext
  • mxnet custom operator
  • Faster RCNN
    • LD_LIBRARY_PATH=<path-to-mxnet> stack run faster-rcnn -- --backbone RESNET50FPN --strides [4,8,16,32] --pretrained params/resnet50_v2 --base <path-to-coco> --img-size 512 --img-pixel-means [0.5,0.5,0.5] --train-epochs 20 --train-iter-per-epoch 300 --batch-size=1 --rcnn-batch-rois=256 +RTS -N6