├── .gitignore ├── LICENSE ├── README.md ├── assets ├── dynamic_framework.png └── dynamic_visual2.png ├── configs ├── stage1 │ ├── dqvae-dual-r-05_imagenet.yml │ ├── dqvae-entropy-dual-r05_imagenet.yml │ └── dqvae-triple-r-03-03_imagenet.yml └── stage2 │ ├── class_imagenet_p6c18.yml │ └── uncond_imagenet_p6c18.yml ├── data ├── build.py ├── data_utils.py ├── default.py ├── faceshq.py ├── ffhq_lmdb.py ├── imagenet.py └── imagenet_base.py ├── environment.yml ├── models ├── stage1 │ ├── rqvae.py │ ├── utils.py │ ├── vqgan.py │ └── vqgan_multivq.py ├── stage1_dynamic │ ├── dqvae_dual_entropy.py │ ├── dqvae_dual_feat.py │ └── dqvae_triple_feat.py ├── stage2 │ ├── class_transformer.py │ ├── text2image_transformer.py │ ├── text2image_transformer2.py │ ├── uncond_rqtransformer.py │ ├── uncond_transformer.py │ └── utils.py └── stage2_dynamic │ ├── dqtransformer_class.py │ ├── dqtransformer_class2_entropy.py │ ├── dqtransformer_t2i.py │ └── dqtransformer_uncond_entropy.py ├── modules ├── diffusionmodules │ ├── attn_model.py │ └── model.py ├── discriminator │ ├── model.py │ ├── stylegan.py │ └── stylegan_lucidrains.py ├── dynamic_modules │ ├── Decoder.py │ ├── DecoderPositional.py │ ├── EncoderDual.py │ ├── EncoderTriple.py │ ├── RouterDual.py │ ├── RouterTriple.py │ ├── budget.py │ ├── fourier_embedding.py │ ├── label_provider.py │ ├── permuter.py │ ├── stackgpt.py │ ├── tools.py │ └── utils.py ├── losses │ ├── lpips.py │ ├── vqperceptual.py │ ├── vqperceptual_budget.py │ ├── vqperceptual_epoch.py │ └── vqperceptual_multidisc.py ├── lpips │ └── vgg.pth ├── scheduler │ ├── lr_scheduler.py │ └── scheduler.py ├── text_encoders │ ├── clip_text_encoder │ │ ├── base_embedding.py │ │ ├── clip │ │ │ ├── README.md │ │ │ ├── clip.py │ │ │ ├── clip_tokenizer.py │ │ │ ├── model.py │ │ │ └── simple_tokenizer.py │ │ ├── clip_text_embedding.py │ │ └── my_tokenizer │ │ │ ├── base_codec.py │ │ │ └── my_tokenize.py │ ├── modules.py │ └── x_transformers.py ├── transformer │ ├── hybrid_decoders.py │ ├── mask_attention.py │ ├── mask_attention_decoders.py │ ├── mingpt.py │ ├── mingpt_t2i.py │ ├── modules.py │ ├── permuter.py │ ├── position_aware_mingpt.py │ ├── position_embeddings.py │ ├── stacked_mingpt.py │ ├── vit.py │ └── vit_modules.py ├── vector_quantization │ ├── common_utils.py │ ├── quantize.py │ ├── quantize2.py │ ├── quantize2_list.py │ ├── quantize2_mask.py │ ├── quantize_codebook_mask.py │ ├── quantize_lucidrains.py │ ├── quantize_rqvae.py │ └── quantize_vqgan.py └── vqvae │ └── quantize2.py ├── scripts ├── sample_images │ └── sample_dynamic_uncond.py ├── sample_val │ └── sample_dynamic_uncond.py └── tools │ ├── calculate_dynamic_mean_variance.py │ ├── calculate_entropy_thresholds.py │ ├── codebook_distance.py │ ├── codebook_pca.py │ ├── codebook_pca │ ├── pca_f16_imagenet.png │ ├── pca_f32_imagenet.png │ ├── pca_f8_imagenet.png │ └── pca_mqvae_f8_m75_imagenet.png │ ├── codebook_usage.py │ ├── codebook_usage_dqvae.py │ ├── codebook_usage_mqvae.py │ ├── codebook_usage_mqvae2.py │ ├── draw_curves1.py │ ├── draw_curves2.py │ ├── draw_density.py │ ├── entropy.py │ ├── export_tensorboard_data.py │ ├── images_results │ ├── ffhq_train.png │ ├── ffhq_train_content.png │ ├── ffhq_train_pos.png │ ├── ffhq_val.png │ ├── ffhq_val_content.png │ └── ffhq_val_pos.png │ ├── mqvae_score_net.py │ ├── thresholds │ ├── entropy_thresholds_ffhq_train_patch-16.json │ ├── entropy_thresholds_imagenet_train_patch-16.json │ └── entropy_thresholds_imagenet_val_patch-16.json │ ├── validate_different_grain_generation.py │ ├── validate_dual_grain.py │ └── validate_multigrain_idea.py ├── train.py └── utils ├── logger.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Corleone-Huang/DynamicVectorQuantization/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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