Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog and this project adheres to Semantic Versioning.

[0.2.0] - 2020-09-21

Added

Supports tensorflow.keras (standalone keras models are still supported)
Supports Tensorflow v2 and above
Poetry is now used for dependency management and packaging.

Removed

No longer supports Tensorflow v1
No longer supports Python 3.5, requires >=3.6.1
Removed utils functions:
- get_node_inbound_nodes
- get_inbound_nodes
- get_outbound_nodes
- get_nodes_by_depth

[0.1.3] - 2018-10-22

Fixed

identify.get_apoz fails to identify all generators and resulted high memory usage (possibly an infinite loop) when calculating layer outputs
identify.get_apoz calculates incorrect apoz when layers are re-used

[0.1.2] - 2018-10-04

Fixed

Bug when pruning Conv layers with smaller input than filter shape (identified in a VGG-like architecture).

[0.1.1] - 2018-08-07

Fixed

Updated to work with keras >= 2.2.0
No longer triggers numpy FutureWarning: "Using a non-tuple sequence for multidimensional indexing is deprecated".
Updated flowers example to work with latest keras and tensorflow. It probably won't work with old versions now.

[0.1.0] - 2018-05-15

Added

Deleting all neurons in a layer now removes the whole branch. If there is only one branch, this will cause an error to be raised.
Enabled resuming pruning from the last checkpoint in inception_flowers_prune example. This is now the default behaviour.
Added a changelog!

Changed

Updated to work with Keras >= 2.1.3.
Massively reduced test time.
Updated tox.ini to test many combinations of keras and tensorflow versions.

Deprecated

Support for Keras < 2.1.3 will be removed in a future release.

Fixed

Shared layers are no longer broken when delete_channels is applied to upstream layers·
Added memory cleanup to inception_flowers_prune example; prevents memory leak.