lucid

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Spatial/per-pixel channel objective?

1

Would it theoretically be possible to create an objective that uses either a control map or a callback function that changes the channel objective on a coordinate-based criterion? A simple...

Quasimondo

Consider migrating notebooks to new version of lucid?

1

To try to ensure that notebooks will continue working, we typically pin them to a specific version of lucid, such as: ``` !pip install --quiet lucid==0.0.5 ``` As seen in...

colah

Put frequently used stuff into top-level namespace

1

Typical TF import: > import tensroflow as tf Typical lucid import: > import lucid.misc.io.showing as show > from lucid.misc.io.loading import load > from lucid.optvis import objectives > from lucid.optvis import...

znah

Let's assert the tensor shape coming into collapse alpha to be known at graph creation time. Currently you can get an exception if you ask for a `collapse_alpha` transform to...

ludwigschubert

Things I'd like; maybe together with the asset loader: ## pre-loading hints I'd like to be able to tell the asset loader to go ahead and request my asset. For...

ludwigschubert

Rethinking Abstractions: T, endpoints, "deferred tensors", ...

2

*In this issue, we'll discusses some weaknesses of Lucid's present abstractions. We also present a couple ideas for possible alternatives, but don't presently have a strong view on the right...

colah

In the module [`lucid.misc.io.showing`](https://github.com/tensorflow/lucid/blob/master/lucid/misc/io/showing.py): * No support for `w` to specify output width. `showing.image()` and `showing.images()` take `w` arguments but the don't do anything. `showing.show()` does not take a `w`...

colah

Look into precision of unitballs parameterization

1

`tests/optvis/param/test_unit_balls.py` occasionally fails in the ~shape=(2, 5, 5), precondition=True~ **all cases for L1 balls** with tf.reduce_max values observed as high as ~1.08~ 1.3.

ludwigschubert

Consider eliminating explicit `.load_graphdef()` call?

2

Hey @colah @znah ; should we consider automatically calling `load_graphdef` when instantiating a modelzoo class? To me this boils down to: What can you currently do with an _instantiated_ `modelzoo.Model`,...

ludwigschubert

Rethink render_vis outputs

2

Initially noted as `render_viz` being hard to test, I'd like to rethink some of its output. At the moment we have no way of accessing the numerical values of the...

ludwigschubert