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ONERT-MICRO 2.0.0-pre
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@chunseoklee chunseoklee released this 09 Jul 03:52
onert-micro-2.0.0-pre
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Release Notes for onert-micro 2.0.0-pre

Overall Structure Refactored

  • c++ api has been changed : onert-micro c++ api
  • 60 ops supported : Abs, Add, AddN, AveragePool2D, ArgMax, ArgMin, Concatenation, BatchToSpaceD, Cos, Div, DepthwiseCov2D, Dequatize, FullyCoected, Cov2D, Logistic, Log, Gather, GatherD, Exp, Greater, GreaterEqual, ExpadDims, Equal, Floor, FloorDiv, FloorMod, Pad, Reshape, ReLU, ReLU6, Roud, Less, L2ormalize, L2Pool2D, LessEqual, LeakyReLU, LogSoftmax, Mul, Maximum, MaxPool2D, Miimum, otEqual, Si, SquaredDifferece, Slice, Sub, Split, SpaceToBatchD, StridedSlice, Square, Sqrt, SpaceToDepth, Tah, Traspose, TrasposeCov, Softmax, While, Rsqrt, Upack

onert-micro supports on-device training feature

  • Trainable Operations : 5 operations ( Conv2D, FullyConnected, MaxPool2D, Reshape, Softmax )
  • Loss : MSE, Categorical Cross Entropy
  • Optimizer : ADAM, SGD
  • C api for training feature : onert-micro c api header
  • limitation : For now, you can train topologically linear model
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