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Stable Diffusion web UI

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## Description According to https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/716#discussioncomment-9342622 , network_apply always incur some overhead on copying tensors even when no extra networks are enabled. This PR prevents this behaviour. The performance gain is...

### Checklist - [ ] The issue exists after disabling all extensions - [X] The issue exists on a clean installation of webui - [X] The issue is caused by...

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## Description According to https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/716#discussioncomment-9336461, `einops.rearrange` calls in crossattn is causing extra overhead. Replacing it with torch native ops can save ~55ms/it. ## Screenshots/videos: ![image](https://github.com/AUTOMATIC1111/stable-diffusion-webui/assets/20929282/7d8cad23-43ba-4f6e-bd6f-43220e94b3d6) ## TODO There are other...

## Description Adds flag `--use-mime-file-filtering-for-batch-from-dir`. Allows passing images with no or with incorrect extension in batch from directory Also I've fixed a bug when check requirements ignores requirements with no...

### Checklist - [X] The issue exists after disabling all extensions - [X] The issue exists on a clean installation of webui - [ ] The issue is caused by...

bug-report

## Description Allow users to drag and drop images in browser for img2img batch. For me it's useful for batch upscalling ## Screenshots/videos: ![Screenshot 2024-05-16 at 23-17-12 Stable Diffusion](https://github.com/AUTOMATIC1111/stable-diffusion-webui/assets/33491867/9bbfa6c1-8a34-4544-a4d5-1582fd7c9eec) ##...

### Checklist - [X] The issue exists after disabling all extensions - [X] The issue exists on a clean installation of webui - [ ] The issue is caused by...

bug-report

## Description According to https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/716#discussioncomment-9348247 , the check of whether the model is sdxl inpaint is calling `state_dict` on every sampling step. `state_dict` is a very expensive function that costs...

## Description - https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/15684 - https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/15800 `torch_utils.float64` return `torch.float64` or `torch.float32` base on `torch.Tensor.device.type` not sure if this is the best solution to solve this ideally there should be a...

### Checklist - [ ] The issue exists after disabling all extensions - [ ] The issue exists on a clean installation of webui - [ ] The issue is...

bug-report