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facefusion/facefusion/memory.py

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Next (#544) * Modernize CI * Modernize CI * Modernize CI * Implement dynamic config (#518) * Implement dynamic config * Fix apply config * Move config to general * Move config to general * Move config to general * Add Windows installer * Add --open-browser * Add Windows installer part2 * Use non-commercial license for the installer * Fix create environment in installer * Fix openvino for installer * Fix conda for installer * Fix conda for installer, Remove python and pip as it is part of conda * Improve installer - guess the path * Fix CI * Add missing accept-source-agreements to installer * Install WinGet * Improve WinGet installation steps * Use absolute path for winget * More installer polishing * Add final page to installer, disable version check for Gradio * Remove finish page again * Use NEXT for metadata * Support for /S mode * Use winget-less approach * Improve Conda uninstall * Improve code using platform helpers (#529) * Update dependencies * Feat/fix windows unicode paths (#531) * Fix the Windows unicode path dilemma * Update dependencies * Fix the Windows unicode path dilemma part2 * Remove conda environment on uninstall * Fix uninstall command * Install apps for local user only * Add ultra sharp * Add clear reality * Update README and FUNDING * Update FUNDING.yml * Prevent preview of large videos in Gradio (#540) * Fix order * Refactor temporary file management, Use temporary file for image processing (#542) * Allow webm on target component * Reduce mosaic effect for frame processors * clear static faces on trim frame changes * Fix trim frame component * Downgrade openvino dependency * Prepare next release * Move get_short_path to filesystem, Add/Improve some testing * Prepare installer, Prevent infinite loop for sanitize_path_for_windows * Introduce execution device id * Introduce execution device id * Seems like device id can be a string * Seems like device id can be a string * Make Intel Arc work with OpenVINOExecution * Use latest Git * Update wording * Fix create_float_range * Update preview * Fix Git link
2024-05-19 15:22:03 +02:00
from facefusion.common_helper import is_macos, is_windows
Next (#318) * renaming and restructuring (#282) * Renaming and restructuring * Renaming and restructuring * Renaming and restructuring * Fix gender detection * Implement distance to face debugger * Implement distance to face debugger part2 * Implement distance to face debugger part3 * Mark as next * Fix reference when face_debugger comes first * Use official onnxruntime nightly * CUDA on steroids * CUDA on steroids * Add some testing * Set inswapper_128_fp16 as default * Feat/block until post check (#292) * Block until download is done * Introduce post_check() * Fix webcam * Update dependencies * Add --force-reinstall to installer * Introduce config ini (#298) * Introduce config ini * Fix output video encoder * Revert help listings back to commas, Move SSL hack to download.py * Introduce output-video-preset which defaults to veryfast * Mapping for nvenc encoders * Rework on events and non-blocking UI * Add fast bmp to temp_frame_formats * Add fast bmp to temp_frame_formats * Show total processing time on success * Show total processing time on success * Show total processing time on success * Move are_images, is_image and is_video back to filesystem * Fix some spacings * Pissing everyone of by renaming stuff * Fix seconds output * feat/video output fps (#312) * added output fps slider, removed 'keep fps' option (#311) * added output fps slider, removed 'keep fps' option * now uses passed fps instead of global fps for ffmpeg * fps values are now floats instead of ints * fix previous commit * removed default value from fps slider this is so we can implement a dynamic default value later * Fix seconds output * Some cleanup --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> * Allow 0.01 steps for fps * Make fps unregulated * Make fps unregulated * Remove distance from face debugger again (does not work) * Fix gender age * Fix gender age * Hotfix benchmark suite * Warp face normalize (#313) * use normalized kp templates * Update face_helper.py * My 50 cents to warp_face() --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * face-swapper-weight (#315) * Move prepare_crop_frame and normalize_crop_frame out of apply_swap * Fix UI bug with different range * feat/output video resolution (#316) * Introduce detect_video_resolution, Rename detect_fps to detect_video_fps * Add calc_video_resolution_range * Make output resolution work, does not auto-select yet * Make output resolution work, does not auto-select yet * Try to keep the origin resolution * Split code into more fragments * Add pack/unpack resolution * Move video_template_sizes to choices * Improve create_video_resolutions * Reword benchmark suite * Optimal speed for benchmark * Introduce different video memory strategies, rename max_memory to max… (#317) * Introduce different video memory strategies, rename max_memory to max_system_memory * Update readme * Fix limit_system_memory call * Apply video_memory_strategy to face debugger * Limit face swapper weight to 3.0 * Remove face swapper weight due bad render outputs * Show/dide logic for output video preset * fix uint8 conversion * Fix whitespace * Finalize layout and update preview * Fix multi renders on face debugger * Restore less restrictive rendering of preview and stream * Fix block mode for model downloads * Add testing * Cosmetic changes * Enforce valid fps and resolution via CLI * Empty config * Cosmetics on args processing * Memory workover (#319) * Cosmetics on args processing * Fix for MacOS * Rename all max_ to _limit * More fixes * Update preview * Fix whitespace --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2024-01-19 19:57:48 +01:00
Next (#544) * Modernize CI * Modernize CI * Modernize CI * Implement dynamic config (#518) * Implement dynamic config * Fix apply config * Move config to general * Move config to general * Move config to general * Add Windows installer * Add --open-browser * Add Windows installer part2 * Use non-commercial license for the installer * Fix create environment in installer * Fix openvino for installer * Fix conda for installer * Fix conda for installer, Remove python and pip as it is part of conda * Improve installer - guess the path * Fix CI * Add missing accept-source-agreements to installer * Install WinGet * Improve WinGet installation steps * Use absolute path for winget * More installer polishing * Add final page to installer, disable version check for Gradio * Remove finish page again * Use NEXT for metadata * Support for /S mode * Use winget-less approach * Improve Conda uninstall * Improve code using platform helpers (#529) * Update dependencies * Feat/fix windows unicode paths (#531) * Fix the Windows unicode path dilemma * Update dependencies * Fix the Windows unicode path dilemma part2 * Remove conda environment on uninstall * Fix uninstall command * Install apps for local user only * Add ultra sharp * Add clear reality * Update README and FUNDING * Update FUNDING.yml * Prevent preview of large videos in Gradio (#540) * Fix order * Refactor temporary file management, Use temporary file for image processing (#542) * Allow webm on target component * Reduce mosaic effect for frame processors * clear static faces on trim frame changes * Fix trim frame component * Downgrade openvino dependency * Prepare next release * Move get_short_path to filesystem, Add/Improve some testing * Prepare installer, Prevent infinite loop for sanitize_path_for_windows * Introduce execution device id * Introduce execution device id * Seems like device id can be a string * Seems like device id can be a string * Make Intel Arc work with OpenVINOExecution * Use latest Git * Update wording * Fix create_float_range * Update preview * Fix Git link
2024-05-19 15:22:03 +02:00
if is_windows():
Next (#318) * renaming and restructuring (#282) * Renaming and restructuring * Renaming and restructuring * Renaming and restructuring * Fix gender detection * Implement distance to face debugger * Implement distance to face debugger part2 * Implement distance to face debugger part3 * Mark as next * Fix reference when face_debugger comes first * Use official onnxruntime nightly * CUDA on steroids * CUDA on steroids * Add some testing * Set inswapper_128_fp16 as default * Feat/block until post check (#292) * Block until download is done * Introduce post_check() * Fix webcam * Update dependencies * Add --force-reinstall to installer * Introduce config ini (#298) * Introduce config ini * Fix output video encoder * Revert help listings back to commas, Move SSL hack to download.py * Introduce output-video-preset which defaults to veryfast * Mapping for nvenc encoders * Rework on events and non-blocking UI * Add fast bmp to temp_frame_formats * Add fast bmp to temp_frame_formats * Show total processing time on success * Show total processing time on success * Show total processing time on success * Move are_images, is_image and is_video back to filesystem * Fix some spacings * Pissing everyone of by renaming stuff * Fix seconds output * feat/video output fps (#312) * added output fps slider, removed 'keep fps' option (#311) * added output fps slider, removed 'keep fps' option * now uses passed fps instead of global fps for ffmpeg * fps values are now floats instead of ints * fix previous commit * removed default value from fps slider this is so we can implement a dynamic default value later * Fix seconds output * Some cleanup --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> * Allow 0.01 steps for fps * Make fps unregulated * Make fps unregulated * Remove distance from face debugger again (does not work) * Fix gender age * Fix gender age * Hotfix benchmark suite * Warp face normalize (#313) * use normalized kp templates * Update face_helper.py * My 50 cents to warp_face() --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * face-swapper-weight (#315) * Move prepare_crop_frame and normalize_crop_frame out of apply_swap * Fix UI bug with different range * feat/output video resolution (#316) * Introduce detect_video_resolution, Rename detect_fps to detect_video_fps * Add calc_video_resolution_range * Make output resolution work, does not auto-select yet * Make output resolution work, does not auto-select yet * Try to keep the origin resolution * Split code into more fragments * Add pack/unpack resolution * Move video_template_sizes to choices * Improve create_video_resolutions * Reword benchmark suite * Optimal speed for benchmark * Introduce different video memory strategies, rename max_memory to max… (#317) * Introduce different video memory strategies, rename max_memory to max_system_memory * Update readme * Fix limit_system_memory call * Apply video_memory_strategy to face debugger * Limit face swapper weight to 3.0 * Remove face swapper weight due bad render outputs * Show/dide logic for output video preset * fix uint8 conversion * Fix whitespace * Finalize layout and update preview * Fix multi renders on face debugger * Restore less restrictive rendering of preview and stream * Fix block mode for model downloads * Add testing * Cosmetic changes * Enforce valid fps and resolution via CLI * Empty config * Cosmetics on args processing * Memory workover (#319) * Cosmetics on args processing * Fix for MacOS * Rename all max_ to _limit * More fixes * Update preview * Fix whitespace --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2024-01-19 19:57:48 +01:00
import ctypes
else:
import resource
def limit_system_memory(system_memory_limit : int = 1) -> bool:
Next (#544) * Modernize CI * Modernize CI * Modernize CI * Implement dynamic config (#518) * Implement dynamic config * Fix apply config * Move config to general * Move config to general * Move config to general * Add Windows installer * Add --open-browser * Add Windows installer part2 * Use non-commercial license for the installer * Fix create environment in installer * Fix openvino for installer * Fix conda for installer * Fix conda for installer, Remove python and pip as it is part of conda * Improve installer - guess the path * Fix CI * Add missing accept-source-agreements to installer * Install WinGet * Improve WinGet installation steps * Use absolute path for winget * More installer polishing * Add final page to installer, disable version check for Gradio * Remove finish page again * Use NEXT for metadata * Support for /S mode * Use winget-less approach * Improve Conda uninstall * Improve code using platform helpers (#529) * Update dependencies * Feat/fix windows unicode paths (#531) * Fix the Windows unicode path dilemma * Update dependencies * Fix the Windows unicode path dilemma part2 * Remove conda environment on uninstall * Fix uninstall command * Install apps for local user only * Add ultra sharp * Add clear reality * Update README and FUNDING * Update FUNDING.yml * Prevent preview of large videos in Gradio (#540) * Fix order * Refactor temporary file management, Use temporary file for image processing (#542) * Allow webm on target component * Reduce mosaic effect for frame processors * clear static faces on trim frame changes * Fix trim frame component * Downgrade openvino dependency * Prepare next release * Move get_short_path to filesystem, Add/Improve some testing * Prepare installer, Prevent infinite loop for sanitize_path_for_windows * Introduce execution device id * Introduce execution device id * Seems like device id can be a string * Seems like device id can be a string * Make Intel Arc work with OpenVINOExecution * Use latest Git * Update wording * Fix create_float_range * Update preview * Fix Git link
2024-05-19 15:22:03 +02:00
if is_macos():
Next (#318) * renaming and restructuring (#282) * Renaming and restructuring * Renaming and restructuring * Renaming and restructuring * Fix gender detection * Implement distance to face debugger * Implement distance to face debugger part2 * Implement distance to face debugger part3 * Mark as next * Fix reference when face_debugger comes first * Use official onnxruntime nightly * CUDA on steroids * CUDA on steroids * Add some testing * Set inswapper_128_fp16 as default * Feat/block until post check (#292) * Block until download is done * Introduce post_check() * Fix webcam * Update dependencies * Add --force-reinstall to installer * Introduce config ini (#298) * Introduce config ini * Fix output video encoder * Revert help listings back to commas, Move SSL hack to download.py * Introduce output-video-preset which defaults to veryfast * Mapping for nvenc encoders * Rework on events and non-blocking UI * Add fast bmp to temp_frame_formats * Add fast bmp to temp_frame_formats * Show total processing time on success * Show total processing time on success * Show total processing time on success * Move are_images, is_image and is_video back to filesystem * Fix some spacings * Pissing everyone of by renaming stuff * Fix seconds output * feat/video output fps (#312) * added output fps slider, removed 'keep fps' option (#311) * added output fps slider, removed 'keep fps' option * now uses passed fps instead of global fps for ffmpeg * fps values are now floats instead of ints * fix previous commit * removed default value from fps slider this is so we can implement a dynamic default value later * Fix seconds output * Some cleanup --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> * Allow 0.01 steps for fps * Make fps unregulated * Make fps unregulated * Remove distance from face debugger again (does not work) * Fix gender age * Fix gender age * Hotfix benchmark suite * Warp face normalize (#313) * use normalized kp templates * Update face_helper.py * My 50 cents to warp_face() --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * face-swapper-weight (#315) * Move prepare_crop_frame and normalize_crop_frame out of apply_swap * Fix UI bug with different range * feat/output video resolution (#316) * Introduce detect_video_resolution, Rename detect_fps to detect_video_fps * Add calc_video_resolution_range * Make output resolution work, does not auto-select yet * Make output resolution work, does not auto-select yet * Try to keep the origin resolution * Split code into more fragments * Add pack/unpack resolution * Move video_template_sizes to choices * Improve create_video_resolutions * Reword benchmark suite * Optimal speed for benchmark * Introduce different video memory strategies, rename max_memory to max… (#317) * Introduce different video memory strategies, rename max_memory to max_system_memory * Update readme * Fix limit_system_memory call * Apply video_memory_strategy to face debugger * Limit face swapper weight to 3.0 * Remove face swapper weight due bad render outputs * Show/dide logic for output video preset * fix uint8 conversion * Fix whitespace * Finalize layout and update preview * Fix multi renders on face debugger * Restore less restrictive rendering of preview and stream * Fix block mode for model downloads * Add testing * Cosmetic changes * Enforce valid fps and resolution via CLI * Empty config * Cosmetics on args processing * Memory workover (#319) * Cosmetics on args processing * Fix for MacOS * Rename all max_ to _limit * More fixes * Update preview * Fix whitespace --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2024-01-19 19:57:48 +01:00
system_memory_limit = system_memory_limit * (1024 ** 6)
else:
system_memory_limit = system_memory_limit * (1024 ** 3)
try:
Next (#544) * Modernize CI * Modernize CI * Modernize CI * Implement dynamic config (#518) * Implement dynamic config * Fix apply config * Move config to general * Move config to general * Move config to general * Add Windows installer * Add --open-browser * Add Windows installer part2 * Use non-commercial license for the installer * Fix create environment in installer * Fix openvino for installer * Fix conda for installer * Fix conda for installer, Remove python and pip as it is part of conda * Improve installer - guess the path * Fix CI * Add missing accept-source-agreements to installer * Install WinGet * Improve WinGet installation steps * Use absolute path for winget * More installer polishing * Add final page to installer, disable version check for Gradio * Remove finish page again * Use NEXT for metadata * Support for /S mode * Use winget-less approach * Improve Conda uninstall * Improve code using platform helpers (#529) * Update dependencies * Feat/fix windows unicode paths (#531) * Fix the Windows unicode path dilemma * Update dependencies * Fix the Windows unicode path dilemma part2 * Remove conda environment on uninstall * Fix uninstall command * Install apps for local user only * Add ultra sharp * Add clear reality * Update README and FUNDING * Update FUNDING.yml * Prevent preview of large videos in Gradio (#540) * Fix order * Refactor temporary file management, Use temporary file for image processing (#542) * Allow webm on target component * Reduce mosaic effect for frame processors * clear static faces on trim frame changes * Fix trim frame component * Downgrade openvino dependency * Prepare next release * Move get_short_path to filesystem, Add/Improve some testing * Prepare installer, Prevent infinite loop for sanitize_path_for_windows * Introduce execution device id * Introduce execution device id * Seems like device id can be a string * Seems like device id can be a string * Make Intel Arc work with OpenVINOExecution * Use latest Git * Update wording * Fix create_float_range * Update preview * Fix Git link
2024-05-19 15:22:03 +02:00
if is_windows():
ctypes.windll.kernel32.SetProcessWorkingSetSize(-1, ctypes.c_size_t(system_memory_limit), ctypes.c_size_t(system_memory_limit)) #type:ignore[attr-defined]
Next (#318) * renaming and restructuring (#282) * Renaming and restructuring * Renaming and restructuring * Renaming and restructuring * Fix gender detection * Implement distance to face debugger * Implement distance to face debugger part2 * Implement distance to face debugger part3 * Mark as next * Fix reference when face_debugger comes first * Use official onnxruntime nightly * CUDA on steroids * CUDA on steroids * Add some testing * Set inswapper_128_fp16 as default * Feat/block until post check (#292) * Block until download is done * Introduce post_check() * Fix webcam * Update dependencies * Add --force-reinstall to installer * Introduce config ini (#298) * Introduce config ini * Fix output video encoder * Revert help listings back to commas, Move SSL hack to download.py * Introduce output-video-preset which defaults to veryfast * Mapping for nvenc encoders * Rework on events and non-blocking UI * Add fast bmp to temp_frame_formats * Add fast bmp to temp_frame_formats * Show total processing time on success * Show total processing time on success * Show total processing time on success * Move are_images, is_image and is_video back to filesystem * Fix some spacings * Pissing everyone of by renaming stuff * Fix seconds output * feat/video output fps (#312) * added output fps slider, removed 'keep fps' option (#311) * added output fps slider, removed 'keep fps' option * now uses passed fps instead of global fps for ffmpeg * fps values are now floats instead of ints * fix previous commit * removed default value from fps slider this is so we can implement a dynamic default value later * Fix seconds output * Some cleanup --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> * Allow 0.01 steps for fps * Make fps unregulated * Make fps unregulated * Remove distance from face debugger again (does not work) * Fix gender age * Fix gender age * Hotfix benchmark suite * Warp face normalize (#313) * use normalized kp templates * Update face_helper.py * My 50 cents to warp_face() --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * face-swapper-weight (#315) * Move prepare_crop_frame and normalize_crop_frame out of apply_swap * Fix UI bug with different range * feat/output video resolution (#316) * Introduce detect_video_resolution, Rename detect_fps to detect_video_fps * Add calc_video_resolution_range * Make output resolution work, does not auto-select yet * Make output resolution work, does not auto-select yet * Try to keep the origin resolution * Split code into more fragments * Add pack/unpack resolution * Move video_template_sizes to choices * Improve create_video_resolutions * Reword benchmark suite * Optimal speed for benchmark * Introduce different video memory strategies, rename max_memory to max… (#317) * Introduce different video memory strategies, rename max_memory to max_system_memory * Update readme * Fix limit_system_memory call * Apply video_memory_strategy to face debugger * Limit face swapper weight to 3.0 * Remove face swapper weight due bad render outputs * Show/dide logic for output video preset * fix uint8 conversion * Fix whitespace * Finalize layout and update preview * Fix multi renders on face debugger * Restore less restrictive rendering of preview and stream * Fix block mode for model downloads * Add testing * Cosmetic changes * Enforce valid fps and resolution via CLI * Empty config * Cosmetics on args processing * Memory workover (#319) * Cosmetics on args processing * Fix for MacOS * Rename all max_ to _limit * More fixes * Update preview * Fix whitespace --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2024-01-19 19:57:48 +01:00
else:
resource.setrlimit(resource.RLIMIT_DATA, (system_memory_limit, system_memory_limit))
return True
except Exception:
return False