nni
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microsoft
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
**What would you like to be added**: Currently the search space for GPTuner only supports numerical values for type choice. A possiblity to provide strings would be a convenient option....
**Describe the bug**: As far as I know, most ptq-quantization methods needn't train again but it seems that the current ptq-quantization of nni must run with the training process. It...
Hello, NAS! was found the problem:WARNING: GPU found but will not be used. Please set `experiment.config.trial_gpu_number` to the number of GPUs you want to use for each trial. ```[tasklist] ###...
In the DARTS tutorial, I replaced Cifar10 with my own dataset and the val results were good, but the Acc performance on my custom test.py file was very poor. I...
**Describe the bug**: I am attempting to run this pruned mirror detection model [https://github.com/memgonzales/mirror-segmentation], but when I attempt to perform speedup_model(), I get the following error: ```Traceback (most recent call...
**Describe the issue**: Trial details page is empty while overview page and others seems okay. I am using Edge browser. Here is a screenshot of total blank details page below,...
The maintainers of OpenAI Gym recently forked Gym to [Gymnasium](https://github.com/Farama-Foundation/Gymnasium), which is where all future maintenance will occur. More information can be found in the [announcement blog post](https://farama.org/Announcing-The-Farama-Foundation) of the...
I have successfully used NNI for classic HPO experiments, leveraging configurations such as those detailed below. My setup includes a search_space.json, config.yml, and a trial.py script: - search_space.json: ```json {...
**Describe the issue**: **Environment**: - NNI version: 3.0 - Training service (local|remote|pai|aml|etc): local - Client OS: Ubuntu 18.04.4 LTS - Server OS (for remote mode only): - Python version: 3.9...
Does NNI has API or method to output hte best hyperparameters?I wanna use the best params to run a model
