1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
//! # Implementation of the Swin Transformer V2 model.
//! See: [SWIN-V2](https://github.com/microsoft/Swin-Transformer/blob/main/models/swin_transformer_v2.py)
//!
//! ## Example
//!
//! ```rust,no_run
//! use bimm::models::swin::v2::swin_model::{SwinTransformerV2, SwinTransformerV2Config};
//! use bimm::models::swin::v2::swin_model::LayerConfig;
//! use burn::backend::NdArray;
//!
//! let image_dimensions = [224, 224];
//! let patch_size = 4;
//! let image_channels = 3;
//! let num_classes = 10;
//! let embed_dim = 96;
//! let window_size = 8;
//!
//! let device = Default::default();
//!
//! let swin_model: SwinTransformerV2<NdArray> = SwinTransformerV2Config::new(
//! image_dimensions,
//! patch_size,
//! image_channels,
//! num_classes,
//! embed_dim,
//! vec![LayerConfig::new(8, 6), LayerConfig::new(8, 12)],
//! )
//! .with_window_size(window_size)
//! .with_attn_drop_rate(0.2)
//! .with_drop_rate(0.2)
//! .init(&device);
//! ```