Releases
v2.10
Neural Architecture Search
Added trial deduplication for evolutionary search.
Fixed the racing issue in RL strategy on submitting models.
Fixed an issue introduced by the trial recovery feature.
Fixed import error of PyTorch Lightning
in NAS.
Compression
Supported parsing schema by replacing torch._C.parse_schema
in pytorch 1.8.0 in ModelSpeedup.
Fixed the bug that speedup rand_like_with_shape
is easy to overflow when dtype=torch.int8
.
Fixed the propagation error with view tensors in speedup.
Hyper-parameter optimization
Supported rerunning the interrupted trials induced by the termination of an NNI experiment when resuming this experiment.
Fixed a dependency issue of Anneal tuner by changing Anneal tuner dependency to optional.
Fixed a bug that tuner might lose connection in long experiments.
Training service
Fixed a bug that trial code directory cannot have non-English characters.
Web portal
Fixed an error of columns in HPO experiment hyper-parameters page by using localStorage.
Fixed a link error in About menu on WebUI.
Known issues
Modelspeedup does not support non-tensor intermediate variables.
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