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### Bug Description
Hello,
While I was trying to use the Weaviate Vector Store, I found that when I try to insert a Document with metadata to it, then it is not actually inserted into the vector s…
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As the name suggests, the skip connections in deep architecture bypass some of the neural network layers and feed the output of one layer as the input to the following levels. It is a standard module …
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# PNAS
- Progressive Neural Architecture Search
- 将大的搜索空间分解为小的搜索空间的乘积
- Operator -> Block -> Cell -> CNN
- 不区分 `Normal Cell` & `Reduction Cell`
- `Normal Cell` 功能实现 - stride=1
- `Reduction…
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Hi,
I am posting here as I am unsure if this is a Tensorflow or Keras problem, and I am slowly getting more and more desperate for a solution. I am having a problem that my memory consumption is st…
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In section 4.1 of the paper “FBNetv5:Neural Architecture Search for Multiple Tasks in One Run”, I noticed this sentence "We implement the search process and target task's training pipeline in D2GO pow…
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The research work is exciting! I noticed that you formulate the automated graph contrastive learning as the min-max optimization problem. May I ask that why not use the bi-level optimization where the…
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# ProxylessNAS
- `Proxy Task` -> `Target Task`
- Proxy - 小数据集(`Cifar`)/`Fewer Blocks`/`Fewer Epoch` -> 大数据 (`ImageNet`)/`Stacked Top-Performing Bloocks`/Retraining
- 把 NAS 视为 `path-level prun…
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**Dynamic neural network** is an emerging technology in deep learning. Compared to static models which have fixed computational graphs and parameters at the inference stage, dynamic networks can adapt…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Classification of Elon Musk Tweets using NLP
:red_circle: **Aim** : Create a classification model using…
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请问这个代码里面是复现了论文的神经架构搜索吗?还是只训练了最好的架构。训练过程中网络的结构会改变吗?
Is this code retrieving the neural architecture search for the paper? Still only trained the best architecture. Will the structure of the network ch…