RTX 3090でのArcgis学習

williamlidberg1

私はgtx 1050 tiを使用してarcgis pro 2.6でモデルのトレーニングと使用に成功しました。最近、プロジェクトを拡大するためにRTX 3090にアップグレードしました。しかし、RTX 3090はcuda 11を必要としますが、これはarcgis pro 2.6またはdeep learningパッケージに付属するpytorch 1.4ではサポートされていません。arcgis learnパッケージをpytorch 1.7またはcuda 11に対応させる更新の予定はありますか？自分で解決することは可能でしょうか？

JoshuaBixby

ArcGIS Pro doesn't come with PyTorch, so this is really more of Deep Learning issue than a general Pro issue.

Looking at Deep Learning Essentials :: Anaconda Cloud, which currently has the pre-release Pro 2.7 deep learning packages, it appears deep learning has a specific requirement not to use cudatoolkit 11.

{
  "arch": "x86_64",
  "build": "arcgispro_6",
  "build_number": 6,
  "depends": [
    "arcgispro 2.7.*",
    "cudatoolkit >=10.1,<11",
    "cudnn >=7.6,<8.0a0",
    ...
    "pytorch 1.4.*",
     ...
  ],
  "features": "arcgispro",
  "license": "Apache 2.0",
  "name": "deep-learning-essentials",
  "platform": "win",
  "subdir": "win-64",
  "timestamp": 1605904242370,
  "version": "2.7"
}

 

Getting back to your questions....  Is there a plan to have deep learning tools work with cuda 11, I think the answer is most definitely.  Does that plan happen with Pro 2.7, it doesn't look like it.  Given the way the configuration files look on Anaconda cloud, it appears you would not be able to update some of the dependency packages yourself.