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From GitBox <...@apache.org>
Subject [GitHub] [singa] dcslin commented on pull request #697: New Model Layer Operator API
Date Fri, 22 May 2020 03:33:33 GMT

dcslin commented on pull request #697:
URL: https://github.com/apache/singa/pull/697#issuecomment-632459592


   TODO list compiled by @XJDKC with slight update:
   
   * [x]   [rulin] 1. separate layers from autograd.py to form a new file(`layer.py`)
      _Alias added in `autograd.py` for backward compatibility_
   * [x]   [rulin] 2. rename the Operation to Operator
   * [x]   [rulin] 3. create alias for Operator and Tensor
   * [x]   4. make Model(_renamed from module_) a subclass of Layer
   * [x]   5. compile / do_init: separate the initialzation and forward propagation for each
layers, create name of each layer
   * [x]   [rulin] 6. train_one_batch: with graph and without graph
   * [ ]   7. save_states/load_states/set_states: recursive logic」
                         ~~TODO1: return flatten dict in each layers~~
                         ~~TODO2: add params into states~~
                         TODO3: save states to files, load from files
   *  [x] 8. give name (attribute) to `layers` in `model.compile`, and Tensor params `Tensor.name
= "l1:W"`
   
   
   


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