               "input resolution is 32px for all variants. The maximum input resolution for each "
               "variant is: b0: 224px, b1: 240px, b2: 260px, b3: 300px, s: 384px, m: 480px, l: "
               "480px. Ref: EfficientNetV2: Smaller Models and Faster Training (2021): "
               "https://arxiv.org/abs/2104.00298"
               "\n\tfs_original: (32px - 160px). A configurable variant of the original facewap "
               "encoder. ImageNet weights cannot be loaded for this model. Additional parameters "
               "can be configured with the 'fs_enc' options. A version of this encoder is used in "
               "the following models: Original, Original (lowmem), Dfaker, DFL-H128, DFL-SAE, IAE, "
               "Lightweight."
               "\n\tinception_resnet_v2: (75px - 299px). Ref: Inception-ResNet and the Impact of "
 
</s> remove              "the minimum and maximum sizes for each encoder.",
 </s> add              "the minimum and maximum sizes for each encoder. NB: The input size will be rounded "
             "down to the nearest 16 pixels.", </s> remove         default=40,
 </s> add         default=7, </s> remove              "Upsampling2D to upscale, saving about 1/3rd of VRAM of the heaviest methods.",
 </s> add              "Upsampling2D to upscale, saving about 1/3rd of VRAM of the heaviest methods."
             "\n\tupscale_dny - An alternative upscale implementation using Upsampling2D to "
             "upsale.", </s> remove         choices=["subpixel", "resize_images", "upscale_fast", "upscale_hybrid"],
 </s> add         choices=["subpixel", "resize_images", "upscale_fast", "upscale_hybrid", "upscale_dny"],
             "\n\tfs_original: (32px - 1024px). A configurable variant of the original facewap "
               "input resolution is 32px for all variants. The maximum input resolution for each "
               "variant is: b0: 224px, b1: 240px, b2: 260px, b3: 300px, s: 384px, m: 480px, l: "
               "480px. Ref: EfficientNetV2: Smaller Models and Faster Training (2021): "
               "https://arxiv.org/abs/2104.00298"
             "\n\tfs_original: (32px - 1024px). A configurable variant of the original facewap "
               "encoder. ImageNet weights cannot be loaded for this model. Additional parameters "
               "can be configured with the 'fs_enc' options. A version of this encoder is used in "
               "the following models: Original, Original (lowmem), Dfaker, DFL-H128, DFL-SAE, IAE, "
               "Lightweight."
               "\n\tinception_resnet_v2: (75px - 299px). Ref: Inception-ResNet and the Impact of "
keep keep keep keep replace keep keep keep keep keep
 Phaze-A - Updates for future implementations 
plugins/train/model/phaze_a_defaults.py