Release Note 1.12.0

ONE Compiler

Compiler Frontend

  • Add optimization pass: ReplaceMulAddWithDepthwiseConvPass, SubstitutePackToReshape, RemoveRedundantTranspose, ShuffleWeightTo16x1Float32Pass
  • Add quantization for InstanceNorm.
  • Fix bug of one-import-bcq command for --v1, --v2 arguments.
  • Fix FuseBCQPass to work with inter-subgraphs in the model file and minor BCQ related optimizations.

ONE Runtime

Runtime backend operation supports more operations and types

  • CPU backend
    • Concat: int8
    • DepthToSpace: float, uint8, int8
    • LeakyRelu: float
  • ACL-CL backend
    • ArgMin: float, uint8, int8
  • ACL-NEON backend
    • ArgMax: int8
    • ArgMin: float, uint8, int8

nnpackage defines configuration file

  • Allow users to set configuration variable via conf file. For more information, See nnpackage spec