Aditya Oke

[WIP] Add Video SwinTransformer

2

Closes #6499 I think ready for a initial round of review. Will love to understand a bit more and then continue. I will mostly to wrap up this before the...

Throw ValueError for wrong reduction in losses

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As discussed in #6457 ## The current problem We do not restrict the reduction mode in losses. There are only three cases possible, ["none", "mean", "sum"]. If the user passes...

Allow Activation Layer of MLP In SwinTransformer to be customizable

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### 🚀 The feature Currently we do ``` self.mlp = MLP(dim, [int(dim * mlp_ratio), dim], activation_layer=nn.GELU, inplace=None, dropout=dropout) ``` But according to original implementation it is https://github.com/microsoft/Swin-Transformer/blob/afeb877fba1139dfbc186276983af2abb02c2196/models/swin_transformer.py#L197 ``` def __init__(self,...

Add other swin architectures.

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### 🚀 The feature The original paper describes a few more configurations based on swin Transformer. 1. Swin Large: Simply a large model of swin transformer, needs a few config...

New Feature: Dice Loss

3

### 🚀 The feature Followup to #6323 Addition of Dice Loss to torchvision. ### Motivation, pitch Mainly Dice loss is used for semantic segmentation. I want to understand the technical...

Port SwinTransformer3d from torchmultimodal

1

### 🚀 The feature The main Idea is to port the SwinTransformer3d model from torchmulitmodal to torchvision. Need to keep in mind the nuances and code structure of torchvision https://github.com/facebookresearch/multimodal/blob/main/torchmultimodal/modules/encoders/swin_transformer_3d_encoder.py...

Kerberos Authentication Support in Thin Mode

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1. Describe your new request in detail So the thick mode of connecting to Oracle Database supports Kerberos External Authentication. While it's not supported in Thin mode. This makes it...

Ideas for Code Generator

7

### Clear and concise description of the problem A list of few new features that can make Code Generator super awesome 1. Side by side comparison of pytorch vs ignite...