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* FaceSwap 3 (#1515) * Update extract pipeline * Update requirements + setup for nvidia * Remove allow-growth option * tf.keras to keras updates * lib.model.losses - Port + fix all loss functions for Keras3 * lib.model - port initializers, layers. normalization to Keras3 * lib.model.autoclip to Keras 3 * Update mixed precision layer storage * model file to .keras format * Restructure nn_blocks to initialize layers in __init__ * Tensorboard - Trainer: Add Torch compatible Tensorboard callbacks - GUI event reader remove TF dependency * Loss logging - Flush TB logs on save - Replace TB live iterator for GUI * Backup models on total loss drop rather than per side * Update all models to Keras3 Compat * Remove lib.model.session * Update clip ViT to Keras 3 * plugins.extract.mask.unet-dfl - Fix for Keras3/Torch backend * Port AdaBelief to Keras 3 * setup.py: - Add --dev flag for dev tool install * Fix Keras 3 syntax * Fix LR Finder for Keras 3 * Fix mixed precision switching for Keras 3 * Add more optimizers + open up config setting * train: Remove updating FS1 weights to FS2 models * Alignments: Remove support for legacy .json files * tools.model: - Remove TF Saved Format saving - Fix Backup/Restore + Nan-Scan * Fix inference model creation for Keras 3 * Preview tool: Fix for Keras3 * setup.py: Configure keras backend * train: Migration of FS2 models to FS3 * Training: Default coverage to 100% * Remove DirectML backend * Update setup for MacOS * GUI: Force line reading to UTF-8 * Remove redundant Tensorflow references * Remove redundant code * Legacy model loading: Fix TFLamdaOp scalar ops and DepthwiseConv2D * Add vertical offset option for training * Github actions: Add more python versions * Add python version to workflow names * Github workflow: Exclude Python 3.12 for macOS * Implement custom training loop * Fs3 - Add RTX5xxx and ROCm 6.1-6.4 support (#1511) * setup.py: Add Cuda/ROCm version select options * bump minimum python version to 3.11 * Switch from setup.cgf to pyproject.toml * Documentation: Update all docs to use automodapi * Allow sysinfo to run with missing packages + correctly install tk under Linux * Bugfix: dot naming convention in clip models * lib.config: Centralise globally rather than passing as object - Add torch DataParallel for multi-gpu training - GUI: Group switches together when generating cli args - CLI: Remove deprecated multi-character argparse args - Refactor: - Centralise tensorboard reading/writing + unit tests - Create trainer plugin interfaces + add original + distributed * Update installers
103 lines
3.4 KiB
Python
103 lines
3.4 KiB
Python
#!/usr/bin/env python3
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"""
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Source: http://home.wlu.edu/~levys/software/kbhit.py
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A Python class implementing KBHIT, the standard keyboard-interrupt poller.
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Works transparently on Windows and Posix (Linux, Mac OS X). Doesn't work
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with IDLE.
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This program is free software: you can redistribute it and/or modify
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it under the terms of the GNU Lesser General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or (at your option) any later version.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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"""
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import os
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import sys
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from lib.utils import get_module_objects
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# Windows
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if os.name == "nt":
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import msvcrt # pylint:disable=import-error
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# Posix (Linux, OS X)
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else:
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import termios
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import atexit
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from select import select
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# pylint:disable=possibly-used-before-assignment
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class KBHit:
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""" Creates a KBHit object that you can call to do various keyboard things. """
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def __init__(self, is_gui=False):
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self.is_gui = is_gui
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if os.name == "nt" or self.is_gui or not sys.stdout.isatty():
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pass
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else:
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# Save the terminal settings
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self.file_desc = sys.stdin.fileno()
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self.new_term = termios.tcgetattr(self.file_desc)
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self.old_term = termios.tcgetattr(self.file_desc)
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# New terminal setting unbuffered
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self.new_term[3] = self.new_term[3] & ~termios.ICANON & ~termios.ECHO
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termios.tcsetattr(self.file_desc, termios.TCSAFLUSH, self.new_term)
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# Support normal-terminal reset at exit
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atexit.register(self.set_normal_term)
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def set_normal_term(self):
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""" Resets to normal terminal. On Windows this is a no-op. """
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if os.name == "nt" or self.is_gui or not sys.stdout.isatty():
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pass
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else:
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termios.tcsetattr(self.file_desc, termios.TCSAFLUSH, self.old_term)
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def getch(self):
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""" Returns a keyboard character after kbhit() has been called.
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Should not be called in the same program as getarrow(). """
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if (self.is_gui or not sys.stdout.isatty()) and os.name != "nt":
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return None
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if os.name == "nt":
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return msvcrt.getch().decode("utf-8", errors="replace")
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return sys.stdin.read(1)
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def getarrow(self):
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""" Returns an arrow-key code after kbhit() has been called. Codes are
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0 : up
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1 : right
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2 : down
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3 : left
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Should not be called in the same program as getch(). """
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if (self.is_gui or not sys.stdout.isatty()) and os.name != "nt":
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return None
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if os.name == "nt":
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msvcrt.getch() # skip 0xE0
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char = msvcrt.getch()
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vals = [72, 77, 80, 75]
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else:
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char = sys.stdin.read(3)[2]
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vals = [65, 67, 66, 68]
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return vals.index(ord(char.decode("utf-8", errors="replace")))
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def kbhit(self):
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""" Returns True if keyboard character was hit, False otherwise. """
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if (self.is_gui or not sys.stdout.isatty()) and os.name != "nt":
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return None
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if os.name == "nt":
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return msvcrt.kbhit()
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d_r, _, _ = select([sys.stdin], [], [], 0)
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return d_r != []
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__all__ = get_module_objects(__name__)
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