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.
I use the > configure_list = [{ 'quant_types': ['weight','input','output'], 'quant_bits': { 'weight': 8, 'input': 8, 'output': 8 }, # you can just use `int` here because all `quan_types` share same...
**Describe the issue**: origin: conv1(in_channels=32,out_channels=64) conv2(in_channels=64,out_channels=32) sparsity=0.5 after compress && speedup: conv1(in_channels=32,out_channels=32) conv2(in_channels=41,out_channels=16) the error maybe cased by infer_mask.update_indirect_sprarity when some module has channel/group dependency **Environment**: - NNI version: -...
## 展示 cluster 信息 ## detail table 非标准格式输入的搜索功能 设计之初，我们期待的是用户来使用 filter 按钮进行多类别用户少输入的便捷搜索。并且支持了搜索 trial 的 id~NO~status~所有超参~default metric。因为支持多类别搜索，所以如果你想在搜索框里自己手写输入条件就不是太容易了。你必须按相应的格式来输入。现在就面临一个问题，我们当前只支持非标准格式搜索 id 和 No。目前收到的反馈希望能支持 default metric 的搜索，比如我在输入框输入了 0.98，那我希望你能为我匹配到所有 default metric 列里等于 0.98 的 trial，这里所说的 default metric...
**What would you like to be added**: automatic operator conversion in compression.pytorch.speedup **Why is this needed**: nni needs to call these functions to understand the model. problems when doing it...
**Describe the issue**: Using GP tuner results in `TypeError: 'float' object is not subscriptable` exception. **Environment**: - NNI version: 2.8 - Training service (local|remote|pai|aml|etc): local - Client OS: Mac -...
**Describe the issue**: When I tuning a YOLOv5 model hyperparameter, No more searching after the 33rd time. We do not know why. **Configuration**: search_space = { 'lr0': {'_type': 'loguniform', '_value':...
ddl: 5.14 @98may
**config.yml** experimentName: example_mnist_pytorch trialConcurrency: 1 maxExecDuration: 1h maxTrialNum: 2 debug: false nniManagerIp: 172.16.40.155 #choice: local, remote, pai, kubeflow trainingServicePlatform: frameworkcontroller searchSpacePath: search_space.json #choice: true, false useAnnotation: false tuner: #choice: TPE,...
## Current Log Behavior ## Due to a bug, `Experiment` log is written to dispatcher.log. | Component | Log Behavior | Log Level | Detected by | Note | |...
## NNI 学生项目问题概述 / General Question of Student Program **请简要概述您的问题 / 观点 :** **Short summary about the question / idea :** **WebUI界面图标不显示 浏览器为Chrome 92.0.4515.107(64位， win7系统)**  **请提供 NNI 环境信息 :**...
