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[DOCS]: Add Experiment Examples #26
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Current example lives at https://github.com/nmichlo/msc-research
To tell disent about the files, you need to set the following environment variable to an absolute path: export DISENT_CONFIGS_PREPEND="path/to/extra/config/dir" # for the example above, this is: `<root>/research/config` To register your files with disent from the config referenced above, you need to add the following keys to the root of your config: experiment:
plugins:
- your_plugin.submodule.register_to_disent
# for the example above, this is `research.code.register_to_disent`, which leads to `research/code/__init__.py` The key: For example: import disent.registry as R
def register_to_disent():
# register metrics
R.METRICS.setm['flatness'] = R.LazyImport('research.code.metrics._flatness.metric_flatness')
# groundtruth -- impl synthetic
R.DATASETS.setm['xyblocks'] = R.LazyImport('research.code.dataset.data._groundtruth__xyblocks')
# [AE - EXPERIMENTAL]
R.FRAMEWORKS.setm['x__dot_ae'] = R.LazyImport('research.code.frameworks.ae._unsupervised__dotae.DataOverlapTripletAe')
# [VAE - EXPERIMENTAL]
R.FRAMEWORKS.setm['x__dot_vae'] = R.LazyImport('research.code.frameworks.vae._unsupervised__dotvae.DataOverlapTripletVae')
# register kernels for loss functions
R.KERNELS.setm.register_regex(pattern=r'^(xy1)_abs(63)$', example='xy1_abs63', factory_fn='research.code.dataset.transform._augment._make_xy1_abs63') |
Is your feature request related to a problem? Please describe.
The current examples are very limited and only show how to use
disent
.Describe the solution you'd like
Add examples for the
experiment/run.py
andexperiment/config
for the new changes for milestone v0.4.0 with the experiment plugin system.The text was updated successfully, but these errors were encountered: