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Avg Release Cycle
8 days
Latest Release
2381 days ago

Changelog History

  • v0.1.6-alpha Changes

    December 12, 2017
    • ๐Ÿ›  Fix batchnorm operator error (8b841e)
    • โž• Added updated docs for batchnorm operator (8b841e)
  • v0.1.5-alpha Changes

    December 01, 2017
    • โž• Add BatchNormalization Operator. Currently, it supports inference forwarding only.
    • 0๏ธโƒฃ In Conv2D operator, use ConvMethod.Img2Col as default calculation method. Since it computes much faster.
  • v0.1.4-alpha Changes

    November 25, 2017

    ๐Ÿ›  Fix installing via CocoaPods failure error.

  • v0.1.3-alpha Changes

    November 23, 2017

    ๐Ÿ‘Œ Improvements:

    • ๐Ÿ‘Œ Improve the Conv2D performance [a95329, 2c113e, c412fa]
    • ๐Ÿ›  Fix MPS error in matrix multiply operator [57979d]
    • ๐Ÿ‘Œ Improve Graph API by introducing ForwardGraph [dcfe1f]

    ๐Ÿš€ This release passed all testing on a local MAC machine. Travis-CI could not pass cause it runs out of time.

  • v0.1.2-alpha Changes

    November 05, 2017

    ๐Ÿš€ This releasee majorly added more guides. Also, modified few APIs involving with slice tensor making.

    ๐Ÿ”„ Changelogs

    • โž• Added guides
    • ๐Ÿ”„ Changed APIs in Tensor making slice tensor. [5c7b41f]
    • ๐Ÿ›  Fixed force downcastign in servera places. [e6f7ac1]
    • โž• Added API in SerranoEngine allowing loading user's Metal library. This is for custom operator. [5c28e3a]
  • v0.1.1-alpha Changes

    November 03, 2017

    This is an alpha development release.

    ๐Ÿš€ Release note:

    Core APIs ready:

    • Graph [backward, forward]
    • Tensor
    • Operator
    • Symbol

    Operators Ready (Grad compute not ready of some operators):

    • Unary operators
    • Binary operators
    • โฌ‡๏ธ Reduce operators
    • Activation operators
    • Matrix multiplication operator
    • 2D convolutional operator
    • 2D Pooling operators

    Next phase goal:

    • Graph memory allocation optimization
    • Operator grad compute
    • โž• Add operators:
      • Depth-wise convolutional operator
      • Batch normalization operator
    • โž• Add optimizer:
      • Adam
    • Serrano-tool:
      • Convert Keras model