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This repository has been archived by the owner on Jul 17, 2024. It is now read-only.

Releases: microsoft/ELL

v2.1.7

19 Jan 19:50
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  • Added Hard Sigmoid activation type to Python interfaces
  • Speed up Retarget Trainer
  • Wrap.py fixes for C++ interfaces
  • Cleanup and (minor) optimization of FFTNode
  • Cleanup headers in utilities, emitters, and model to speed up builds
  • Python logging instead of print

v2.1.6

12 Jan 01:08
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  • Signal processing function and nodes
  • Updated archive name for Map
  • Fix bug in predict wrapper to support loop execution
  • drivetest distributed testing enhancements

v2.1.5

09 Jan 01:56
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  • Raspberry Pi Zero support (by Eric Tang, #123)
  • model_test segfault fix for VS 2017
  • New interface for emitting control-flow instructions
  • IRLocalValue classes to simplify emitting IR
  • Rename DynamicMap to Map
  • SWIG generation of step-based user programming model
  • Fix to #125
  • ccache support

v2.1.4

22 Dec 22:57
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  • Math library updates to unify Vector, Matrix, and Tensor Operations functions
  • ProtoNNTrainer V2
  • Support the "Step" programming model in ell.py
  • Fix Javascript code for the ELL_* SWIG interface change
  • Customization fixes for compile.exe

v2.1.3

16 Dec 01:11
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  • Multi-node retarget support.
  • Renamed python namespaces to use lowercase "ell".
  • New "dr" models to the gallery.

v2.1.2

30 Nov 22:47
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  • macOS build fix.
  • prefer OpenBLAS libraries by default.
  • in-progress work on steppable maps.

v2.1.1

30 Nov 18:45
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  • 6 new "dcda" 64x64 ILSVRC2012 models in the gallery.
  • Property-bag-type metadata and archiver improvements.
  • Renamed ELL python model to "ell" (lowercase).
  • Support for combining ELL models into the same C++ application.
  • Fix 32 bit Linux build.

v2.1.0

22 Nov 01:42
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  • Improved support for ProtoNN trainer and compiling ProtoNN models are now available. Introductory tutorial here.
  • Added the following models:
    • stacked: dsf_I128x128x3CMCMCMCMCMCCCMC1AS, dst_I128x128x3CMCMCMCMCMCCCMC1AS, dsb_I128x128x3CMCMCMCMCMCCCMC1AS
    • no maxpool: dscs2_I128x128x3CCCCCCC1AS, ddcs2_I128x128x3CCCCCCCCCCCCCC1AS
  • Laying the foundation for RNN, LSTM, and GRU layers
  • Improved steppable maps. Tutorial soon.
  • Added the datasetFromImages tool, which aids in creating ELL compatible datasets from images, which can then be used by ELL's trainers to produce a trained predictor.
  • Fixes for bugs and compiler warnings throughout the codebase

v2.0.5

13 Nov 21:13
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Fixes to import tutorial.
IRMapCompiler fixes.
Logging support.
Math library updates.
Early retargeting work (in progress).
Early protoNN work (in progress).

v2.0.4

27 Oct 21:07
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Corrected naming of 64x64 stacked models.