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.
### Description ### - [x] Retiarii experiment view using python API - [x] Retiarii experiment view using nnictl - [x] Retiarii experiment resume using python API - [x] Retiarii experiment...
### Description ### This is the official documentation of model space hub. Reproduction results are not included in this PR. I plan to write another end-to-end tutorial on how to...
### Description ### For now, the reusable k8s training service(framework controller and kubeflow) will save the entry point file(run.sh) and env dir at the root path of NFS, but the...
### Description ### use a parser to automatically convert pytorch ast nodes to callable python functions 1. used the schema in ast nodes to parse the structure. + the schema...
**Describe the issue**: In 2.8 version `strategy.Proxyless()` was added in place of deprecated `ProxylessTrainer()`. But at new version is not possible to use target latency, which was a part of...
### Description ### Use parallel operations instead of loops in `BankSparsityAllocator` #### Test Options #### - [ ] fast test - [ ] full test - HPO - [ ]...
### Description ### #### Test Options #### - [ ] fast test - [ ] full test - HPO - [x] full test - NAS - [ ] full test...
### Description ### This needs to be merged before #5049 and #5050. * Fix LR scheduler in benchmark example. * Add a friendly message when benchmark is not downloaded. *...
When I run - nnictl webui nas --logdir logs/ --port I get error - usage: nnictl webui [-h] {url} ... nnictl webui: error: invalid choice: 'nas' (choose from 'url') nni...
**Describe the issue**: I am using the Mac M1 chip, due to issues with using TensorFlow on M1 with the latest python version, I opted in for miniforge3 but I...
