From 5ae555750f60c6d5f87109027861aff2d0b2c74e Mon Sep 17 00:00:00 2001 From: Phil Wang Date: Sun, 21 Nov 2021 15:50:19 -0800 Subject: [PATCH] add SimMIM --- README.md | 52 ++++++++++++++++++++++++++ images/simmim.png | Bin 0 -> 373696 bytes setup.py | 2 +- vit_pytorch/simmim.py | 84 ++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 137 insertions(+), 1 deletion(-) create mode 100644 images/simmim.png create mode 100644 vit_pytorch/simmim.py diff --git a/README.md b/README.md index d0bc379..367184d 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,7 @@ - [RegionViT](#regionvit) - [NesT](#nest) - [Masked Autoencoder](#masked-autoencoder) +- [Simple Masked Image Modeling](#simple-masked-image-modeling) - [Masked Patch Prediction](#masked-patch-prediction) - [Dino](#dino) - [Accessing Attention](#accessing-attention) @@ -519,6 +520,46 @@ img = torch.randn(1, 3, 224, 224) pred = nest(img) # (1, 1000) ``` +## Simple Masked Image Modeling + + + +This paper proposes a simple masked image modeling (SimMIM) scheme, using only a linear projection off the masked tokens into pixel space followed by an L1 loss with the pixel values of the masked patches. Results are competitive with other more complicated approaches. + +You can use this as follows + +```python +import torch +from vit_pytorch import ViT +from vit_pytorch.simmim import SimMIM + +v = ViT( + image_size = 256, + patch_size = 32, + num_classes = 1000, + dim = 1024, + depth = 6, + heads = 8, + mlp_dim = 2048 +) + +mim = SimMIM( + encoder = v, + masking_ratio = 0.5 # they found 50% to yield the best results +) + +images = torch.randn(8, 3, 256, 256) + +loss = mim(images) +loss.backward() + +# that's all! +# do the above in a for loop many times with a lot of images and your vision transformer will learn + +torch.save(v.state_dict(), './trained-vit.pt') +``` + + ## Masked Autoencoder @@ -1026,6 +1067,17 @@ Coming from computer vision and new to transformers? Here are some resources tha } ``` +```bibtex +@misc{xie2021simmim, + title = {SimMIM: A Simple Framework for Masked Image Modeling}, + author = {Zhenda Xie and Zheng Zhang and Yue Cao and Yutong Lin and Jianmin Bao and Zhuliang Yao and Qi Dai and Han Hu}, + year = {2021}, + eprint = {2111.09886}, + archivePrefix = {arXiv}, + primaryClass = {cs.CV} +} +``` + ```bibtex @misc{vaswani2017attention, title = {Attention Is All You Need}, diff --git a/images/simmim.png b/images/simmim.png new file mode 100644 index 0000000000000000000000000000000000000000..7dfa85b97d4dba3f58d0cdd080dfde4af50aba1b GIT binary patch literal 373696 zcmZs?1y~%-mH;}qy9al7cL^E>cMCGOyF-8g!CeM-NP@e&2X}XOcYFEo-M72%?XB6)We)!*srBNeW!D1(Cd2@wDQpvcKessaE|Gyni32R!UwhzQ&|5&(cqZT0!HvfSs- zWXjGC=2o_50Dx?Gaw?p*+AwawK?)TWRUH6QRl*_vmVvuYHW`&i0#lZboCX?4u;%Bc zt};eICqZIfLWj$G1Yv$(Sm{XleQBvVqxT+%7EW%fGF#vH{G zBDBEBsGu^4r)^H+pKPsmlQ;xj38pT+|1L<{h_yh>$#g=7rkeXpzvT_#* 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find_packages(exclude=['examples']), - version = '0.22.0', + version = '0.23.2', license='MIT', description = 'Vision Transformer (ViT) - Pytorch', author = 'Phil Wang', diff --git a/vit_pytorch/simmim.py b/vit_pytorch/simmim.py new file mode 100644 index 0000000..710b4a1 --- /dev/null +++ b/vit_pytorch/simmim.py @@ -0,0 +1,84 @@ +import torch +from torch import nn +import torch.nn.functional as F +from einops import repeat + +class SimMIM(nn.Module): + def __init__( + self, + *, + encoder, + masking_ratio = 0.5 + ): + super().__init__() + assert masking_ratio > 0 and masking_ratio < 1, 'masking ratio must be kept between 0 and 1' + self.masking_ratio = masking_ratio + + # extract some hyperparameters and functions from encoder (vision transformer to be trained) + + self.encoder = encoder + num_patches, encoder_dim = encoder.pos_embedding.shape[-2:] + self.to_patch, self.patch_to_emb = encoder.to_patch_embedding[:2] + pixel_values_per_patch = self.patch_to_emb.weight.shape[-1] + + # simple linear head + + self.mask_token = nn.Parameter(torch.randn(encoder_dim)) + self.to_pixels = nn.Linear(encoder_dim, pixel_values_per_patch) + + def forward(self, img): + device = img.device + + # get patches + + patches = self.to_patch(img) + batch, num_patches, *_ = patches.shape + + # for indexing purposes + + batch_range = torch.arange(batch, device = device)[:, None] + + # get positions + + pos_emb = self.encoder.pos_embedding[:, 1:(num_patches + 1)] + + # patch to encoder tokens and add positions + + tokens = self.patch_to_emb(patches) + tokens = tokens + pos_emb + + # prepare mask tokens + + mask_tokens = repeat(self.mask_token, 'd -> b n d', b = batch, n = num_patches) + mask_tokens = mask_tokens + pos_emb + + # calculate of patches needed to be masked, and get positions (indices) to be masked + + num_masked = int(self.masking_ratio * num_patches) + masked_indices = torch.rand(batch, num_patches, device = device).topk(k = num_masked, dim = -1).indices + masked_bool_mask = torch.zeros((batch, num_patches), device = device).scatter_(-1, masked_indices, 1).bool() + + # mask tokens + + tokens = torch.where(masked_bool_mask[..., None], mask_tokens, tokens) + + # attend with vision transformer + + encoded = self.encoder.transformer(tokens) + + # get the masked tokens + + encoded_mask_tokens = encoded[batch_range, masked_indices] + + # small linear projection for predicted pixel values + + pred_pixel_values = self.to_pixels(encoded_mask_tokens) + + # get the masked patches for the final reconstruction loss + + masked_patches = patches[batch_range, masked_indices] + + # calculate reconstruction loss + + recon_loss = F.l1_loss(pred_pixel_values, masked_patches) / num_masked + return recon_loss