[MLIR]Tensorflow Graph IR Dev Status

Special Interest Groups MLIR
#1

Hi there,
I am really interested in Tensorflow MLIR, and hope to create custom dialects from Tensorflow’s existing dialects.
I found that recently there is a TensorFlow Graph IR , it seems quite exciting. May I ask what is its def status by now?

Does it support basic runtime? I mean, could I use it for actually run by now? I am going to use it for optimizing ResNet training, is it ok now?

Besides, Is there any dev discussion group for now? Like PyTorch’s developer group in slack.

#3

Hi,

The Graph IR is fairly recent, and enabled by default in Grappler for a bit more than a month now.
We’re ramping up on this this quarter to provide more natural extension point and helpers for transformations on this.

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