Issues

• Checkpointing should be extended to optimizer and training loop state

  tensorflow/swift-models#726 · Filter by author BradLarson opened on Dec 28, 2020

• Complex Loss Functions Inside TrainingLoop

  tensorflow/swift-models#720 · Filter by author xanderdunn opened on Dec 12, 2020
  3

• Better error message on unzip failure

  good first issuehelp wanted
  tensorflow/swift-models#675 · Filter by author texasmichelle opened on Oct 1, 2020
  2

  

• GPT-2 currently exhausts all available GPU memory on an 8 GB GPU

  tensorflow/swift-models#673 · Filter by author BradLarson opened on Sep 29, 2020
  2

  

• Add logging callbacks for training statistics

  good first issue
  tensorflow/swift-models#663 · Filter by author BradLarson opened on Sep 2, 2020
  1

  

• Add documentation to the Gym models to specify additional dependencies for DQN

  good first issue
  tensorflow/swift-models#657 · Filter by author BradLarson opened on Aug 10, 2020

• Implementing graph convolutional neural networks

  help wanted
  tensorflow/swift-models#643 · Filter by author hector-crean opened on Jul 20, 2020
  1

• Transformer model requires more parameters than supported on TPU

  tensorflow/swift-models#638 · Filter by author BradLarson opened on Jul 16, 2020
  2

• [WordSeg] Use Character instead of String in Alphabet

  tensorflow/swift-models#600 · Filter by author texasmichelle opened on Jun 10, 2020

• [WordSeg] Alphabet can only contain characters from training

  tensorflow/swift-models#599 · Filter by author texasmichelle opened on Jun 10, 2020

• Find a more descriptive word for numericalized

  good first issuehelp wanted
  tensorflow/swift-models#598 · Filter by author texasmichelle opened on Jun 10, 2020
  2

• Add a DistilGPT2 variant

  help wanted
  tensorflow/swift-models#549 · Filter by author texasmichelle opened on May 19, 2020

• Is there any documentation on how to use the CheckpointWriter API?

  tensorflow/swift-models#539 · Filter by author sibtain-raxa opened on May 16, 2020
  1

  

• Investigate adding X10 inference unit tests alongside eager-mode ones

  tensorflow/swift-models#515 · Filter by author BradLarson opened on May 13, 2020
  

• Convert image classification and generative examples to use X10 by default

  tensorflow/swift-models#514 · Filter by author BradLarson opened on May 13, 2020
  5

• [TextUnsupervised] Add encoded version of WikiText103

  tensorflow/swift-models#505 · Filter by author xihui-wu opened on May 11, 2020
  1

  

• [WordSeg] Review scope

  tensorflow/swift-models#499 · Filter by author texasmichelle opened on May 8, 2020
  

• Rewrite long nested Sequential types using Sequential{N} typealiases

  good first issuehelp wanted
  tensorflow/swift-models#492 · Filter by author dan-zheng opened on May 6, 2020
  2

  

• [BERT-CoLA]: Use common file extraction functions

  good first issuehelp wanted
  tensorflow/swift-models#489 · Filter by author texasmichelle opened on May 5, 2020

• [BERT-CoLA] Data source resolution

  good first issuehelp wanted
  tensorflow/swift-models#488 · Filter by author texasmichelle opened on May 5, 2020
  2

• recursivelyAllWritableKeyPaths crash in specific case

  tensorflow/swift-models#476 · Filter by author ematejska opened on Apr 30, 2020

• Traced function with only constants fails

  tensorflow/swift-models#472 · Filter by author ematejska opened on Apr 28, 2020

• GPT Inference Model has a shape mismatch

  tensorflow/swift-models#462 · Filter by author compnerd opened on Apr 24, 2020
  3

  

• Transformer chaos containment

  help wanted
  tensorflow/swift-models#436 · Filter by author texasmichelle opened on Apr 2, 2020

• Add SQuAD task to BERT

  tensorflow/swift-models#435 · Filter by author texasmichelle opened on Apr 2, 2020
  1