tree a68beba949a2a2517a86d655d6b9abad9b2ffbcc
parent abb25a15bd79f6e0455f6cf855ba36ca2c8026a3
author Feng Liu <fengliuai@google.com> 1568136191 -0700
committer TensorFlower Gardener <gardener@tensorflow.org> 1568137481 -0700

Attach internal states to fused ops

This patch added a pass to attach internal states to the fused ops as regions.
The connection of these internal states is by existing tflite ops (except the
terminator), and the quantization recipe is specified by qaunt.any type.

This spec of internal states is designed carefully, so

- all the logging point in the post-training quantization can find corresponding internal tensors;
- all the intermediate tensors for kernle execution can find corresponding internal tensors;
- the logging kernel should match this spec, ideally, should be generated from it.

Currently, we are manually keeping this spec and logging kernel in sync.

PiperOrigin-RevId: 268253490