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Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop....

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## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...

## 🐛🐛 Bug Report If multiple hub.experimental.dataloader instances are used with num_workers > 0, things will hang. ### ⚗️ Current Behavior The code below hangs when the emulated testing starts....

bug

This can more than double the performace of simple pytorch micro-benchmark. ## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab)...

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [x] I have commented my code,...

If e.g. the wrong AWS profile is used the download of the open datasets which are stored in S3 will fail. These errors was completely hidden and was instead displayed...

## 🐛🐛 Bug Report If loading the mnist dataset and iterating the `HubCloudDataset` it takes 8e-5 seconds per image. If accessing it as a tensorflow dataset (`DatasetAdapter`) it takes 0.02...

bug

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...