MLIR

Multi-Level IR Compiler Framework

Talks and Related Publications

Tutorials

Tech talks

About MLIR and MLIR Components

Using MLIR

Open design meeting presentations

About MLIR and MLIR Components

Using MLIR

  • 2020-01-30: IREE: MLIR-based End-to-End ML Tooling ; slides - recording
  • 2020-01-16: nGraph Dialect: High-Level Graph Optimizations for Deep Learning Workloads ; slides - recording
  • 2019-11-21: TensorFlow Saved Model Dialect ; slides - recording
  • 2019-11-14: A Compiler Intermediate Representation for Stencils ; slides recording
  • 2019-11-07: The Stripe dialect: An alternate approach for expressing affine computations ; slides - recording
  • 2019-09-19: S4TF (Swift for TensorFlow): Swift as syntactic sugar for MLIR ; slides - recording
  • 2019-08-22: Tensor Attribute Layout in MKL DNN ; slides - recording
  • 2019-08-15: Building TensorFlow Converter Tools with MLIR ; slides - recording
  • 2019-08-01: TensorFlow Graph Representation in MLIR ; slides - recording

Publications

About MLIR and MLIR Components

TODO

Using MLIR

≪ Feel free to add your work ≫

Upcoming talks or presentations

The schedule for the open design meetings and upcoming presentations can be found on the Agenda document of the SIG . Additional talks or conferences of interest will be added below.