"if you plan to use deep learning extensively (>150 hrs/mo), building your own deep learning workstation might be the right move." [medium]

  • Baidu AI Studio (only for PaddlePaddle)
  • Paperspace (cooperating with fast.ai)
  • Google Colab (cooperating with fast.ai)
  • vast.ai (C2C/P2P sharing, very cheap, a lot of time to init/load/unload)
  • Kaggle (max 6h, good GPU but complex steps to use)
  • MS Azure
  • Amazon
  • FloydHub (special CLI interface)

ref: