morph-net

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Performance issue in the definition of create_test_input, examples/slim/nets/resnet_v1_test.py

1

Hello, I found a performance issue in the definition of `create_test_input`, examples/slim/nets/resnet_v1_test.py, `create_test_input` is called by [testDepthMultiplier](https://github.com/google-research/morph-net/blob/49c5679e03c79e56ac013c7b62a88e5d893b9d14/examples/slim/nets/resnet_v1_test.py#L554) and [tf.to_float](https://github.com/google-research/morph-net/blob/49c5679e03c79e56ac013c7b62a88e5d893b9d14/examples/slim/nets/resnet_v1_test.py#L48) will created repeatedly during program execution, resulting in reduced efficiency. I...

DLPerf

I tried morph net with grouplasso, but my trained network report error with layer normalization, how to solve it?

WAI-f

Using "--no-cache-dir" flag in pip install ,make sure dowloaded packages by pip don't cached on system . This is a best practise which make sure to fetch ftom repo instead...

rajpratik71

I'm getting an assertion error in tpu_util.py when I use batchnorm layers. I noticed that there are two 'ops' associated with the batchnorm layers: - 'model/conv1_bn_td/cond/ReadVariableOp_2' - 'model/conv1_bn_td/cond/ReadVariableOp_2/Switch' The error...

ahndroo

Possibility of adding a working demo code

9

Hello, Thank you for such a wonderful work and open-sourcing it. However, if a working demo code could be added, then naive users like me would find it more comfortable...

sumeetssaurav

Multiple alive files output

1

What is the significance when I have multiple alive files in each morphnet_log folder? The are all very different, is there a method to choosing the 'best' one?

ahndroo

Regularizer Loss remains zero / BatchToSpaceND

1

Hello thanks for this great respository! I use the GammaFlopsRegularizer, but the regularization loss remains at 0. Since I initially received the error message > "OpRegularizerManager could not handle ops:...

gargahcerk

MorphNet not working on google colab

1

In my experimentation when I tried to use Morph-net on google colab there were no changes in the learned-structures while when I tried to run the same code on RTX8000...

H-arshit

Fixing a small issue in OpRegularizerManager. Internally, OpRegularizerManager was passing output_boundary as a list to _dfs_for_source_ops, which was packaging it again as a list. The fix now allows _dfs_for_source_ops to...

mn-robot