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

  • 2020-03-26: Tile Dialect slides - recording
  • 2020-03-19: TFRT Deep Dive slides - recording
  • 2020-02-27: End-to-end Dynamic Shape Support in MLIR slides - recording
  • 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

Using MLIR

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.

Past conferences and workshops