BREAKING CHANGES !!!

Getting rid of the weakest link - AMD cards support.
All neural network codebase transferred to pure low-level TensorFlow backend, therefore
removed AMD/Intel cards support, now DFL works only on NVIDIA cards or CPU.

old DFL marked as 1.0 still available for download, but it will no longer be supported.

global code refactoring, fixes and optimizations

Extractor:

now you can choose on which GPUs (or CPU) to process

improved stability for < 4GB GPUs

increased speed of multi gpu initializing

now works in one pass (except manual mode)
so you won't lose the processed data if something goes wrong before the old 3rd pass

Faceset enhancer:

now you can choose on which GPUs (or CPU) to process

Trainer:

now you can choose on which GPUs (or CPU) to train the model.
Multi-gpu training is now supported.
Select identical cards, otherwise fast GPU will wait slow GPU every iteration.

now remembers the previous option input as default with the current workspace/model/ folder.

the number of sample generators now matches the available number of processors

saved models now have names instead of GPU indexes.
Therefore you can switch GPUs for every saved model.
Trainer offers to choose latest saved model by default.
You can rename or delete any model using the dialog.

models now save the optimizer weights in the model folder to continue training properly

removed all models except SAEHD, Quick96

trained model files from DFL 1.0 cannot be reused

AVATAR model is also removed.
How to create AVATAR like in this video? https://www.youtube.com/watch?v=4GdWD0yxvqw
1) capture yourself with your own speech repeating same head direction as celeb in target video
2) train regular deepfake model with celeb faces from target video as src, and your face as dst
3) merge celeb face onto your face with raw-rgb mode
4) compose masked mouth with target video in AfterEffects

SAEHD:

now has 3 options: Encoder dimensions, Decoder dimensions, Decoder mask dimensions

now has 4 arhis: dfhd (default), liaehd, df, liae
df and liae are from SAE model, but use features from SAEHD model (such as combined loss and disable random warp)

dfhd/liaehd - changed encoder/decoder architectures

decoder model is combined with mask decoder model
mask training is combined with face training,
result is reduced time per iteration and decreased vram usage by optimizer

"Initialize CA weights" now works faster and integrated to "Initialize models" progress bar

removed optimizer_mode option

added option 'Place models and optimizer on GPU?'
  When you train on one GPU, by default model and optimizer weights are placed on GPU to accelerate the process.
  You can place they on CPU to free up extra VRAM, thus you can set larger model parameters.
  This option is unavailable in MultiGPU mode.

pretraining now does not use rgb channel shuffling
pretraining now can be continued
when pre-training is disabled:
1) iters and loss history are reset to 1
2) in df/dfhd archis, only the inter part of the encoder is reset (before encoder+inter)
   thus the fake will train faster with a pretrained df model

Merger ( renamed from Converter ):

now you can choose on which GPUs (or CPU) to process

new hot key combinations to navigate and override frame's configs

super resolution upscaler "RankSRGAN" is replaced by "FaceEnhancer"

FAN-x mask mode now works on GPU while merging (before on CPU),
therefore all models (Main face model + FAN-x + FaceEnhancer)
now work on GPU while merging, and work properly even on 2GB GPU.

Quick96:

now automatically uses pretrained model

Sorter:

removed all sort by *.bat files except one sort.bat
now you have to choose sort method in the dialog

Other:

all console dialogs are now more convenient

new default example video files data_src/data_dst for newbies ( Robert Downey Jr. on Elon Musk )

XnViewMP is updated to 0.94.1 version

ffmpeg is updated to 4.2.1 version

ffmpeg: video codec is changed to x265

_internal/vscode.bat starts VSCode IDE where you can view and edit DeepFaceLab source code.

removed russian/english manual. Read community manuals and tutorials here
https://mrdeepfakes.com/forums/forum-guides-and-tutorials

new github page design

README.md

@@ -5,7 +5,6 @@
 # DeepFaceLab  
 ### the leading software for creating deep fakes
 
-
 </td></tr>
 <tr><td align="center" width="9999">