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Release of Apache SINGA v0.2 (incubating) – distributed deep learning platform

• bbt 11y ago
  Can it run in a GPU cluster?
  • ijingo 11y ago
    It supports multiple GPUs in a single node in this version. Support for GPU cluster is scheduled in the next version referring to http://singa.incubator.apache.org/develop/schedule.html http://singa.incubator.apache.org/develop/schedule.html
• limau 11y ago
  Is there a comparison between SINGA and Tensorflow?
  • forrestcs 11y ago
    1. TF uses a more basic abstraction in the programming model, i.e., TF.Varaible, than SINGA which is based on the Layer abstraction. Hence their data flow graphs have some differences. 2. SINGA supports distributed training better than the current version of TensorFlow, I think. Both synchronous and asynchronous distributed training frameworks are supported in SINGA. 3. Performance (efficiency, memory cost and scalability) would be compared in v0.3.