iOS Core ML implementation of waifu2x

Related tags

Core ML swift ios waifu2x nueral-networks coreml video-filter
Overview

waifu2x on iOS

Introduction

This is a Core ML implementation of waifu2x. The target of this project is to run waifu2x models right on iOS devices even without network. For macOS version please refer to waifu2x-mac.

Video support based on Metal Performance Shaders is also included in this repo. Models are loaded directly from Core ML models (see CoreML-MPS). It is meant to be run on macOS with a powerful discerete GPU through Mac Catalyst. Running it on iOS devices will significantly drop battery life and cause thermal issues. Most likely it will crash immediately.

The author is not responsible of any damage to your device.

Requirements

  • XCode 9+
  • iOS 11+
  • macOS 10.15+ (for Mac Catalyst)

Usage

After cloning this repo, remember to update submodules:

git submodule update --init

Then open waifu2x-ios.xcworkspace (not waifu2x-ios.xcodeproj).

Click Video Test on the top to pick video files. Output path will be printed in the console (starts with Output path:).

Image format

Images with RGB color space works fine. Others should be converted to RGB before processing otherwise output image will be broken. Alpha channel is scaled using bicubic interpolation. Generally it runs on GPU. It automatically falls back to CPU if image is too large for Metal to process, which is extremely slow. (A bad idea)

Video format

The built-in video decoder on iOS and macOS is very limited. If your video doesn't work, you can convert to a supported format using ffmpeg:

ffmpeg -i <INPUT VIDEO> -c:v libx264 -preset ultrafast -pix_fmt yuv420p -c:a aac -f mp4 <OUTPUT VIDEO>.mp4

About models

This repository includes all the models converted from waifu2x-caffe. If you want to dig into Core ML, it is recommended that you should convert them by yourself.

You can convert pre-trained models to Core ML format and then import them to XCode. The pre-trained model can be obtained from waifu2x-caffe.

You can use the same method described in MobileNet-CoreML. You should not specify any input and output layer in python script.

A working model should have input and output like the following example:

Benchmark on images

Environment

  • iPhone6s - waifu2x-ios on iPhone 6s with iOS 11.1
  • iPhone8 - waifu2x-ios on iPhone 8 with iOS 11.0
  • iPhone11Pro - waifu2x-ios on iPhone 11 Pro with iOS 13.1
  • iPad - waifu2x-ios on iPad Pro 10.5 with iOS 11.1
  • PC - waifu2x-caffe on Windows 10 16278 with GTX 960M

Results

All of the tests are running denoise level 2 with scale 2x model on anime-style images from Pixiv.

Test1

Image resolution: 600*849

Device Time(s)
iPhone6s 6.8
iPhone8 4.0
iPhone11Pro 2.0
iPad 2.9
PC 2.1

Test2

Image resolution: 3000*3328

Device Time(s)
iPhone6s 129.2
iPhone8 73.5
iPhone11Pro 18.8
iPad 49.2
PC 37.5

Evolution

Device: iPad Image resolution: 3000*3328

Milestone Time(s) RAM usage(GB)
Before using upconv models 141.7 1.86
After using upconv models 63.6 1.28
After adding pipeline on output 56.8 1.28
After adding pipeline on prediction 49.2 0.38
Pure MPSCNN implementation* 29.6 1.06

*: With crop size of 384 and double command buffers.

Performance on video

About 1.78 frames per second while scaling 1080p -> 2160p on 5700XT GPU.

Runs out of memory and crashes immediately with the same video on iOS with 4GB memory.

Demo

Comments
  • Broken Output Error

    Broken Output Error

    While processing an HEVC video file on an M1 Max with the following configuration:

    Basic Mode Real-CUGAN - Anime 2x Upscale Conservative Variant 1.0 Intensity MP4 Output format Downscale OFF Keep original

    Max output: 1276x956 RAM Usage: 471.5/32GB

    The following error occurred after getting through most of the encode: Internal error: broken output from Core ML se_mean3… …the message is truncated.

    The video was only about 251 seconds. Let me know if you need any additional information.

    Thanks, Matt

    opened by mattbisme 17
  • Image decay on the new A12 Bionic chip

    Image decay on the new A12 Bionic chip

    I have received several reports that the image quality will decay on iPhone XS. The following is an example (pay attention to the color gradient): Before processing: image1 After processing: image2 Result on iPhone 8 for comparison: image3 The issue should come from the new neural engine on A12 chip. If this can be confirmed, neural engine should be disabled in this app. For details, it might because of one of the following reasons:

    1. Float16 numbers are cast to Float8 or lower precision before sending to neural engine.
    2. The model is somehow "optimized" by Core ML framework for better performance on the neural engine.

    If this cannot be solved, I will consider rewriting the whole library in MPSNN which can only run on the GPU. It will also significantly increase the size of the app.

    Since I don't have any iPhone XS/XS Max, I cannot debug this problem for now. Thanks ahead for anyone who can help investigate into this issue!

    bug help wanted 
    opened by imxieyi 10
  • MacOS Memory Leak?

    MacOS Memory Leak?

    I keep running out of system memory since updating to Monterey 12.2.1 and Waifu2x 5.3.6 on my M1 Pro Macbook Pro with 16 GB of RAM and my Intel iMac with an Intel Core i9, Vega 48 GPU with 8 GB or HMB2 VRAM and 64 GB of RAM. I know Monterey has a memory leak issue that's been thrown around but it only happens to me using this specific app.

    opened by ArguingMeadows 8
  • [Feature Request] ProRes export?

    [Feature Request] ProRes export?

    Hello! I am loving the newest features on the app, it's absolutely wonderful. I see that ProRes import/decode is supported in the current app and I was hoping that ProRes export/encode support could be added to the app, at least to Mac's/iPhones with ProRes hardware accelerator support.

    Please consider this addition and thank you for your work on this amazing app.

    opened by ArguingMeadows 6
  • Image Chooser of Batch Mode Cannot Show Latest Images

    Image Chooser of Batch Mode Cannot Show Latest Images

    I send some images by AirDrop, however, they cannot be seen in the image chooser of batch mode. Yet they can be found in Photo app and other mode's image chooser. Also, some album preview of the image chooser show wrong images.

    iPhone 8 Plus (Global) iOS 12 waifu2x 3.0 (build 2219)

    opened by 0u0u0 6
  • macOS 11.3: GUI卡死，CLI段错误

    macOS 11.3: GUI卡死，CLI段错误

    在最新的macOS Beta系统上用这个app，拖入图片后不显示预览且下方所有按钮无响应。尝试用CLI则会直接崩溃:

    objc[14290]: Class VideoWriter is implemented in both /System/Library/PrivateFrameworks/AutoLoop.framework/Versions/A/AutoLoop (0x7fff84c255c0) and /Applications/waifu2x.app/Contents/MacOS/waifu2x (0x10e315660). One of the two will be used. Which one is undefined.
Image loaded: /Users/Admin/Pictures/waifu2x/1.5x/85765309_p0.jpg
Image size: 3779x2125
Color space:  (kCGColorSpaceICCBased; kCGColorSpaceModelRGB; sRGB IEC61966-2.1)

/usr/local/bin/waifu2x: line 10: 14290 Segmentation fault: 11  "${WAIFU2X_APP}/Contents/MacOS/waifu2x" "$@"

    Stack trace:

    Process:               waifu2x [14347]
Path:                  /Applications/waifu2x.app/Contents/MacOS/waifu2x
Identifier:            waifu2x
Version:               4.2.4 (8879)
App Item ID:           1479332784
App External ID:       840167383
Code Type:             X86-64 (Native)
Parent Process:        bash [14346]
Responsible:           Terminal [13636]
User ID:               501

Date/Time:             2021-02-20 12:59:08.392 +0800
OS Version:            macOS 11.3 (20E5186d)
Report Version:        12
Bridge OS Version:     5.3 (18P54529c)
Anonymous UUID:        26436FD4-08E4-C9EA-C753-F9630A2AD571


Time Awake Since Boot: 10000 seconds

System Integrity Protection: disabled

Crashed Thread:        3

Exception Type:        EXC_BAD_ACCESS (SIGSEGV)
Exception Codes:       KERN_INVALID_ADDRESS at 0x0000000000000000
Exception Note:        EXC_CORPSE_NOTIFY

Termination Signal:    Segmentation fault: 11
Termination Reason:    Namespace SIGNAL, Code 0xb
Terminating Process:   exc handler [14347]

VM Regions Near 0:
--> 
    __TEXT                      10e858000-10fd58000    [ 21.0M] r-x/r-x SM=COW  /Applications/waifu2x.app/Contents/MacOS/waifu2x

ID   Vend/Dev
ba02 67df1002
Seconds Ago   ID   Type
    10000.0   ba02 Attach

Thread 0:
0   libsystem_kernel.dylib        	0x00007fff203b3356 0x7fff203b2000 + 4950
1   libdispatch.dylib             	0x00007fff2023eceb 0x7fff2023b000 + 15595
2   libdispatch.dylib             	0x00007fff2023f1bd 0x7fff2023b000 + 16829
3   maccatalyst.xieyi.waifu2x     	0x000000010eb2538a 0x10e858000 + 2937738
4   maccatalyst.xieyi.waifu2x     	0x000000010eb42774 0x10e858000 + 3057524
5   maccatalyst.xieyi.waifu2x     	0x000000010eb41efc 0x10e858000 + 3055356
6   maccatalyst.xieyi.waifu2x     	0x000000010eb544da 0x10e858000 + 3130586
7   maccatalyst.xieyi.waifu2x     	0x000000010e8e9126 0x10e858000 + 594214
8   maccatalyst.xieyi.waifu2x     	0x000000010e8e9873 0x10e858000 + 596083
9   maccatalyst.xieyi.waifu2x     	0x000000010e8e9a60 0x10e858000 + 596576
10  maccatalyst.xieyi.waifu2x     	0x000000010e85ff25 0x10e858000 + 32549
11  maccatalyst.xieyi.waifu2x     	0x000000010e860b93 0x10e858000 + 35731
12  maccatalyst.xieyi.waifu2x     	0x000000010e860af0 0x10e858000 + 35568
13  maccatalyst.xieyi.waifu2x     	0x000000010ea1b3ee 0x10e858000 + 1848302
14  maccatalyst.xieyi.waifu2x     	0x000000010e85d25b 0x10e858000 + 21083
15  libdyld.dylib                 	0x00007fff20403f3d 0x7fff203ee000 + 89917

Thread 1:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 2:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 3 Crashed:
0   ???                           	000000000000000000 0 + 0
1   com.apple.MetalPerformanceShaders.MPSImage	0x00007fff2a2d5adc 0x7fff2a2a2000 + 211676
2   com.apple.MetalPerformanceShaders.MPSImage	0x00007fff2a2d62a7 0x7fff2a2a2000 + 213671
3   maccatalyst.xieyi.waifu2x     	0x000000010eb494c3 0x10e858000 + 3085507
4   maccatalyst.xieyi.waifu2x     	0x000000010eb43175 0x10e858000 + 3060085
5   maccatalyst.xieyi.waifu2x     	0x000000010eb47ed1 0x10e858000 + 3079889
6   maccatalyst.xieyi.waifu2x     	0x000000010eb47f14 0x10e858000 + 3079956
7   maccatalyst.xieyi.waifu2x     	0x000000010eb24af5 0x10e858000 + 2935541
8   maccatalyst.xieyi.waifu2x     	0x000000010eb24fc1 0x10e858000 + 2936769
9   libswiftObjectiveC.dylib      	0x00007fff33a23dae 0x7fff33a23000 + 3502
10  maccatalyst.xieyi.waifu2x     	0x000000010eb249ed 0x10e858000 + 2935277
11  maccatalyst.xieyi.waifu2x     	0x000000010e911cde 0x10e858000 + 761054
12  libdispatch.dylib             	0x00007fff2023d673 0x7fff2023b000 + 9843
13  libdispatch.dylib             	0x00007fff2023e856 0x7fff2023b000 + 14422
14  libdispatch.dylib             	0x00007fff2024463a 0x7fff2023b000 + 38458
15  libdispatch.dylib             	0x00007fff202450fd 0x7fff2023b000 + 41213
16  libdispatch.dylib             	0x00007fff2024ec5d 0x7fff2023b000 + 80989
17  libsystem_pthread.dylib       	0x00007fff203e54c0 0x7fff203e2000 + 13504
18  libsystem_pthread.dylib       	0x00007fff203e4493 0x7fff203e2000 + 9363

Thread 4:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 5:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 6:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 7:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 8:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 9:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 10:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 11:
0   libsystem_kernel.dylib        	0x00007fff203b3356 0x7fff203b2000 + 4950
1   libdispatch.dylib             	0x00007fff2023eceb 0x7fff2023b000 + 15595
2   libdispatch.dylib             	0x00007fff2023f1bd 0x7fff2023b000 + 16829
3   maccatalyst.xieyi.waifu2x     	0x000000010eb24986 0x10e858000 + 2935174
4   maccatalyst.xieyi.waifu2x     	0x000000010e911cde 0x10e858000 + 761054
5   libdispatch.dylib             	0x00007fff2023d673 0x7fff2023b000 + 9843
6   libdispatch.dylib             	0x00007fff2023e856 0x7fff2023b000 + 14422
7   libdispatch.dylib             	0x00007fff2024463a 0x7fff2023b000 + 38458
8   libdispatch.dylib             	0x00007fff202450fd 0x7fff2023b000 + 41213
9   libdispatch.dylib             	0x00007fff2024ec5d 0x7fff2023b000 + 80989
10  libsystem_pthread.dylib       	0x00007fff203e54c0 0x7fff203e2000 + 13504
11  libsystem_pthread.dylib       	0x00007fff203e4493 0x7fff203e2000 + 9363

Thread 12:
0   libsystem_pthread.dylib       	0x00007fff203e4484 0x7fff203e2000 + 9348

Thread 3 crashed with X86 Thread State (64-bit):
  rax: 0x0000000000000000  rbx: 0x00007fca7741f700  rcx: 0x00007fca7740c630  rdx: 0x00007fca7880fa00
  rdi: 0x0000000000000000  rsi: 0x00007fca7741f700  rbp: 0x000070000cbe44a0  rsp: 0x000070000cbe4308
   r8: 0x00007fca77421550   r9: 0x00007fca77420e40  r10: 0x00007fff874008a0  r11: 0x00007fff6e1a54f4
  r12: 0x00007fca770312d0  r13: 0x00007fca77420e40  r14: 0x00007fff7bc0c146  r15: 0x00007fca7880fa00
  rip: 0x0000000000000000  rfl: 0x0000000000010246  cr2: 0x0000000000000000
  
Logical CPU:     0
Error Code:      0x00000014 (no mapping for user instruction read)
Trap Number:     14

Thread 3 instruction stream not available.

Thread 3 last branch register state not available.


Binary Images:
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       0x11002d000 -        0x110030fff +xieyi.additional-models-data (1.0 - 1) <48283A70-7B06-3CB7-A4D7-17A5156FC07E> /Applications/waifu2x.app/Contents/Frameworks/additional_models_data.framework/Versions/A/additional_models_data
       0x110045000 -        0x110048fff +xieyi.waifu2x-mlmodels (1.0 - 1) <C6D1F543-0AED-338B-ACB3-232B9E5AF3E1> /Applications/waifu2x.app/Contents/Frameworks/waifu2x_mlmodels.framework/Versions/A/waifu2x_mlmodels
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       0x1168ae000 -        0x116949fff  dyld (851.18) <2E2A7D2A-663F-3ADF-9942-F137E901B0C9> /usr/lib/dyld
    0x7fff20120000 -     0x7fff20121fff  libsystem_blocks.dylib (79) <F4D1852E-CF54-3274-B949-A91604133AC8> /usr/lib/system/libsystem_blocks.dylib
    0x7fff20122000 -     0x7fff20157fff  libxpc.dylib (2038.100.46) <55CF8ECD-D82D-3DDB-834E-E9D3A7D94DF8> /usr/lib/system/libxpc.dylib
    0x7fff20158000 -     0x7fff2016ffff  libsystem_trace.dylib (1277.100.16) <9A8021E9-2A1C-3B5A-8B40-1CA18A311F9E> /usr/lib/system/libsystem_trace.dylib
    0x7fff20170000 -     0x7fff2020dfff  libcorecrypto.dylib (1000.100.36) <1726E464-D0F7-3F97-9333-FBAD67634D24> /usr/lib/system/libcorecrypto.dylib
    0x7fff2020e000 -     0x7fff2023afff  libsystem_malloc.dylib (317.100.6) <5569B8AB-0397-3995-94C5-A99E9F57E1D9> /usr/lib/system/libsystem_malloc.dylib
    0x7fff2023b000 -     0x7fff2027ffff  libdispatch.dylib (1271.100.3) <788550EF-46C5-3152-9DEF-ABA22A27C3A2> /usr/lib/system/libdispatch.dylib
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    0x7fff202ba000 -     0x7fff202bcfff  libsystem_featureflags.dylib (28.60.1) <35420EDF-FF28-3BAE-A42C-88715C14EDA2> /usr/lib/system/libsystem_featureflags.dylib
    0x7fff202bd000 -     0x7fff20345fff  libsystem_c.dylib (1439.100.3) <3E54AC6A-CB38-381A-A0E6-A54A84301469> /usr/lib/system/libsystem_c.dylib
    0x7fff20346000 -     0x7fff2039bfff  libc++.1.dylib (905.6) <A149473B-A2BF-318D-8AD5-229A1F2619F8> /usr/lib/libc++.1.dylib
    0x7fff2039c000 -     0x7fff203b1fff  libc++abi.dylib (905.6) <0E137B9A-B841-3360-B183-539C7306C4DC> /usr/lib/libc++abi.dylib
    0x7fff203b2000 -     0x7fff203e1fff  libsystem_kernel.dylib (7195.100.326.0.1) <0F07C889-1CF5-3067-B53D-22A5B39B3295> /usr/lib/system/libsystem_kernel.dylib
    0x7fff203e2000 -     0x7fff203edfff  libsystem_pthread.dylib (454.100.8) <F33FF9C7-08A4-3EBA-A3E7-042288C3644D> /usr/lib/system/libsystem_pthread.dylib
    0x7fff203ee000 -     0x7fff20429fff  libdyld.dylib (851.18) <8DB297A6-B35E-348B-ADE4-7C8E29BB4360> /usr/lib/system/libdyld.dylib
    0x7fff2042a000 -     0x7fff20433fff  libsystem_platform.dylib (254.80.2) <FC46550F-C6B9-3F62-9855-8E5EC7B7E282> /usr/lib/system/libsystem_platform.dylib
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    0x7fff20460000 -     0x7fff208fcfff  com.apple.CoreFoundation (6.9 - 1775.113) <13C77067-6BF4-3982-9305-8205AFFC2122> /System/Library/Frameworks/CoreFoundation.framework/Versions/A/CoreFoundation
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    0x7fff20b2f000 -     0x7fff20c02fff  com.apple.gpusw.MetalTools (1.0 - 1) <0FEBDC70-EFC9-3AB3-A35D-F43B93484461> /System/Library/PrivateFrameworks/MetalTools.framework/Versions/A/MetalTools
    0x7fff20c03000 -     0x7fff20e5ffff  libBLAS.dylib (1336.100.1) <F3586896-DD62-322E-B018-A9A32DABF3FF> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib
    0x7fff20e60000 -     0x7fff20eacfff  com.apple.Lexicon-framework (1.0 - 86.1) <5E5E0EB8-7980-3271-BB9C-9020A74D9A08> /System/Library/PrivateFrameworks/Lexicon.framework/Versions/A/Lexicon
    0x7fff20ead000 -     0x7fff20f1bfff  libSparse.dylib (106) <2E4E9E6D-C791-3043-ACFA-EDE97D6C023C> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libSparse.dylib
    0x7fff20f1c000 -     0x7fff20f99fff  com.apple.SystemConfiguration (1.20 - 1.20) <FEF21F9E-9134-336A-8DCC-1FB6537845D6> /System/Library/Frameworks/SystemConfiguration.framework/Versions/A/SystemConfiguration
    0x7fff20f9a000 -     0x7fff20fcefff  libCRFSuite.dylib (50) <93353539-7ADB-35FC-B811-B0FD649FE776> /usr/lib/libCRFSuite.dylib
    0x7fff20fcf000 -     0x7fff21203fff  libmecabra.dylib (929.6) <C70F26A2-0A6C-366A-9357-14A6C48893E6> /usr/lib/libmecabra.dylib
    0x7fff21204000 -     0x7fff21561fff  com.apple.Foundation (6.9 - 1775.113) <577359EF-1C6B-3F02-87F7-171093F7D162> /System/Library/Frameworks/Foundation.framework/Versions/C/Foundation
    0x7fff21562000 -     0x7fff2164afff  com.apple.LanguageModeling (1.0 - 247.3) <3C90A818-9D29-33C0-9A9A-E8CC72A7E14A> /System/Library/PrivateFrameworks/LanguageModeling.framework/Versions/A/LanguageModeling
    0x7fff2164b000 -     0x7fff21781fff  com.apple.CoreDisplay (236.4 - 236.4) <D911EF07-6E7F-33EA-A588-5370D1C1BC0C> /System/Library/Frameworks/CoreDisplay.framework/Versions/A/CoreDisplay
    0x7fff21782000 -     0x7fff219ecfff  com.apple.audio.AudioToolboxCore (1.0 - 1180.85.3) <D205E69E-A640-3FB2-8484-987C83391135> /System/Library/PrivateFrameworks/AudioToolboxCore.framework/Versions/A/AudioToolboxCore
    0x7fff219ed000 -     0x7fff21bd1fff  com.apple.CoreText (677.4.0.1 - 677.4.0.1) <CEF51F62-CF19-34F6-90CF-C5FEEAFF18D3> /System/Library/Frameworks/CoreText.framework/Versions/A/CoreText
    0x7fff21bd2000 -     0x7fff22260fff  com.apple.audio.CoreAudio (5.0 - 5.0) <DC4624D0-7C89-3674-A2E4-5A43D46C1FC1> /System/Library/Frameworks/CoreAudio.framework/Versions/A/CoreAudio
    0x7fff22261000 -     0x7fff225b4fff  com.apple.security (7.0 - 59754.100.97) <A3ED14DB-1A81-3933-A01B-695392E98183> /System/Library/Frameworks/Security.framework/Versions/A/Security
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    0x7fff4f32e000 -     0x7fff4f490fff  com.apple.WebKitLegacy (16611 - 16611.1.14.1.2) <BAE78958-75BC-3C65-80AB-000ED5355BBE> /System/iOSSupport/System/Library/PrivateFrameworks/WebKitLegacy.framework/Versions/A/WebKitLegacy
    0x7fff4f4a1000 -     0x7fff5172ffff  com.apple.WebCore (16611 - 16611.1.14.1.2) <5E05CC18-948A-3138-BB86-65EA01541910> /System/iOSSupport/System/Library/PrivateFrameworks/WebCore.framework/Versions/A/WebCore
    0x7fff51730000 -     0x7fff51912fff  com.apple.ContactsUI (1.0.0 - 1109.5) <FB527922-1121-341B-9717-4DE6056E0514> /System/iOSSupport/System/Library/Frameworks/ContactsUI.framework/Versions/A/ContactsUI
    0x7fff51a4a000 -     0x7fff51a9bfff  com.apple.PhysicsKit (1.0 - 1) <CDA5B347-7A42-3147-8D64-C0175A5C45E2> /System/Library/PrivateFrameworks/PhysicsKit.framework/Versions/A/PhysicsKit
    0x7fff51ae5000 -     0x7fff51b83fff  com.apple.Symbolication (12.5 - 64544.61.1) <9283B429-0DAD-3E07-8CB8-716D6BB8F886> /System/Library/PrivateFrameworks/Symbolication.framework/Versions/A/Symbolication
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    0x7fff51d0f000 -     0x7fff51d2dfff  com.apple.CoreMaterial (1.0 - 1) <C3D7F8E1-C7AE-3EA0-B18B-EE3A5E3A6415> /System/Library/PrivateFrameworks/CoreMaterial.framework/Versions/A/CoreMaterial
    0x7fff51e8f000 -     0x7fff53075fff  com.apple.JavaScriptCore (16611 - 16611.1.14.1.2) <DC0DC46E-ED1E-3C62-BE2B-587643BE1D1F> /System/iOSSupport/System/Library/Frameworks/JavaScriptCore.framework/Versions/A/JavaScriptCore
    0x7fff53315000 -     0x7fff535befff  com.apple.MapKit (1.0 - 1.0) <4EB85B17-4B16-30F2-BA18-E7CA53D38F4A> /System/iOSSupport/System/Library/Frameworks/MapKit.framework/Versions/A/MapKit
    0x7fff535bf000 -     0x7fff5379ffff  com.apple.imcore (10.0 - 1000) <35BB355D-313E-37CC-992E-9A97D0B31E8F> /System/iOSSupport/System/Library/PrivateFrameworks/IMCore.framework/Versions/A/IMCore
    0x7fff537a0000 -     0x7fff537e0fff  com.apple.OnBoardingKit (1.0 - 1) <EB44898D-1148-3315-A198-6B2F5F5809E1> /System/iOSSupport/System/Library/PrivateFrameworks/OnBoardingKit.framework/Versions/A/OnBoardingKit
    0x7fff537fa000 -     0x7fff53806fff  com.apple.PersonaUI (1.0 - 1) <8A7E11A5-4151-357D-9326-85602B583CF3> /System/iOSSupport/System/Library/PrivateFrameworks/PersonaUI.framework/Versions/A/PersonaUI
    0x7fff53807000 -     0x7fff53eeafff  com.apple.WebKit (16611 - 16611.1.14.1.2) <4F9BD279-7684-369F-84F5-3BBF7D9B046E> /System/iOSSupport/System/Library/Frameworks/WebKit.framework/Versions/A/WebKit
    0x7fff53eeb000 -     0x7fff53eeffff  com.apple.managedconfiguration (1.0 - 1.0) <3246E78E-41B1-3C85-82C6-75C15FA26BDE> /System/iOSSupport/System/Library/PrivateFrameworks/ManagedConfiguration.framework/Versions/A/ManagedConfiguration
    0x7fff53ef0000 -     0x7fff53f18fff  com.apple.ShareSheet (1614 - 1614) <45D482A5-B947-3B69-98A6-865EEAF07E96> /System/Library/PrivateFrameworks/ShareSheet.framework/Versions/A/ShareSheet
    0x7fff5401f000 -     0x7fff5402bfff  com.apple.OSLog (1.0 - 1277.100.16) <78FF23B1-5D50-36CF-909B-B51FC868E21D> /System/Library/Frameworks/OSLog.framework/Versions/A/OSLog
    0x7fff5416c000 -     0x7fff5416cfff  com.apple.quicklook.QuickLookUIIosmac (1.0 - 1) <E874B052-17C2-3776-BAAF-ECEDDEC5D0E1> /System/Library/PrivateFrameworks/QuickLookUIIosmac.framework/Versions/A/QuickLookUIIosmac
    0x7fff541d9000 -     0x7fff54301fff  com.apple.InternalSwiftProtobuf (1.0 - 1.14.0) <80859DA1-B217-3876-A39D-B5EBFCAAFECA> /System/Library/PrivateFrameworks/InternalSwiftProtobuf.framework/Versions/A/InternalSwiftProtobuf
    0x7fff54444000 -     0x7fff54447fff  com.apple.StoreKitUIMac (1.0 - 1) <270EB71C-2526-3144-A8F7-4726723C8CC6> /System/Library/PrivateFrameworks/StoreKitUIMac.framework/Versions/A/StoreKitUIMac
    0x7fff54448000 -     0x7fff54448fff  com.apple.MobileCoreServices (1122.29 - 1122.29) <687B2126-236D-35F1-9178-F2196689FAF0> /System/iOSSupport/System/Library/Frameworks/MobileCoreServices.framework/Versions/A/MobileCoreServices
    0x7fff54449000 -     0x7fff5444ffff  com.apple.AuthKitUIMacHelper (1.0 - 1) <730C8739-3776-34D1-B11F-6B6D22F74683> /System/iOSSupport/System/Library/PrivateFrameworks/AuthKitUIMacHelper.framework/Versions/A/AuthKitUIMacHelper
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    0x7fff5446d000 -     0x7fff54590fff  com.apple.AnnotationKit (1.0 - 383.6) <4D3CCE09-C588-3CB0-B005-79D977CE15F7> /System/iOSSupport/System/Library/PrivateFrameworks/AnnotationKit.framework/Versions/A/AnnotationKit
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    0x7fff545d4000 -     0x7fff545edfff  com.apple.IntlPreferences (1.0 - 332.3) <243B5658-EA22-326B-A7FB-FABED1F3065D> /System/iOSSupport/System/Library/PrivateFrameworks/IntlPreferences.framework/Versions/A/IntlPreferences
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    0x7fff54634000 -     0x7fff54851fff  com.apple.Safari.Shared (16611 - 16611.1.14.1.2) <769353EA-2B64-3909-9059-E65139EC3F5F> /System/iOSSupport/System/Library/PrivateFrameworks/SafariShared.framework/Versions/A/SafariShared
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    0x7fff54c7d000 -     0x7fff54d34fff  com.apple.Safari.Shared.UI (16611 - 16611.1.14.1.2) <25391A35-5098-3A13-9FF4-E004FC61144F> /System/iOSSupport/System/Library/PrivateFrameworks/SafariSharedUI.framework/Versions/A/SafariSharedUI
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    0x7fff54e8f000 -     0x7fff54f47fff  com.apple.PDFKit (1.0 - 950.30.3) <E76BB197-75C6-3E36-858F-CF22F440D222> /System/iOSSupport/System/Library/Frameworks/PDFKit.framework/Versions/A/PDFKit
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    0x7fff54f61000 -     0x7fff54fb2fff  com.apple.messageui (1.0.0 - 3654.80.0.2.32) <8A4A4069-639E-3C15-AA08-6C86722C4ED2> /System/iOSSupport/System/Library/Frameworks/MessageUI.framework/Versions/A/MessageUI
    0x7fff54fb3000 -     0x7fff54fc2fff  com.apple.AuthenticationServices (12.0 - 1.0) <3F24067E-5BDA-3035-9BEE-C6F3E87A7347> /System/iOSSupport/System/Library/Frameworks/AuthenticationServices.framework/Versions/A/AuthenticationServices
    0x7fff54fd6000 -     0x7fff54fe8fff  com.apple.mobileicons.framework (1.0 - 372.0) <6F26207A-4AA6-305B-BBD6-C4D9DB00E06A> /System/Library/PrivateFrameworks/MobileIcons.framework/Versions/A/MobileIcons
    0x7fff54fe9000 -     0x7fff5513efff  com.apple.IMDPersistence (10.0 - 1000) <7A80D6D5-FD05-3240-9934-CA1FC5ABCA05> /System/iOSSupport/System/Library/PrivateFrameworks/IMDPersistence.framework/Versions/A/IMDPersistence
    0x7fff5513f000 -     0x7fff55152fff  com.apple.WebUI (1.0 - 1.0) <6CB6A1CF-07D1-3592-B7FF-D55094F5DDC6> /System/iOSSupport/System/Library/PrivateFrameworks/WebUI.framework/Versions/A/WebUI
    0x7fff55153000 -     0x7fff5540ffff  com.apple.PencilKit (1.0 - 1) <BCD1534A-E965-3672-AED2-D6529D3A55B3> /System/iOSSupport/System/Library/Frameworks/PencilKit.framework/Versions/A/PencilKit
    0x7fff55410000 -     0x7fff554bffff  com.apple.LinkPresentation (146 - 146.20) <BA9F6321-ADCF-30BE-A132-1AA1354757FA> /System/iOSSupport/System/Library/Frameworks/LinkPresentation.framework/Versions/A/LinkPresentation
    0x7fff5642e000 -     0x7fff5701dfff  com.apple.SwiftUI (130 - 130) <93E53D1A-FD50-32B9-AB90-DBD8F9340D57> /System/iOSSupport/System/Library/Frameworks/SwiftUI.framework/Versions/A/SwiftUI
    0x7fff5701e000 -     0x7fff5705dfff  libswiftUIKit.dylib (4202) <D2552CDF-3D8A-36C5-9450-D548AAB79B99> /System/iOSSupport/usr/lib/swift/libswiftUIKit.dylib
    0x7fff5865c000 -     0x7fff58691fff  com.apple.PhotosPlayer (1.0 - 340.0.180) <253319D2-7311-3E95-8192-85C2424A91BF> /System/iOSSupport/System/Library/PrivateFrameworks/PhotosPlayer.framework/Versions/A/PhotosPlayer
    0x7fff58692000 -     0x7fff58699fff  com.apple.MessageUIMacHelper (1.0 - 3654.80.0.2.32) <14D149B9-6685-34AE-B384-6D3D130A3E5B> /System/Library/PrivateFrameworks/MessageUIMacHelper.framework/Versions/A/MessageUIMacHelper
    0x7fff5baaa000 -     0x7fff5bad1fff  com.apple.StoreKit (1.0 - 1) <289B2D80-84C3-30AB-8817-728C73C67E92> /System/iOSSupport/System/Library/Frameworks/StoreKit.framework/Versions/A/StoreKit
    0x7fff5e184000 -     0x7fff5e60ffff  com.apple.driver.AppleIntelKBLGraphicsMTLDriver (16.2.14 - 16.0.2) <7F0667AC-0A3F-3A4A-B960-9ECA55384BC6> /System/Library/Extensions/AppleIntelKBLGraphicsMTLDriver.bundle/Contents/MacOS/AppleIntelKBLGraphicsMTLDriver
    0x7fff69b2f000 -     0x7fff69b33fff  libmetal_timestamp.dylib (31001.183) <F2369917-AAEE-3ECF-AD0A-E0883991D3FE> /System/Library/PrivateFrameworks/GPUCompiler.framework/Versions/31001/Libraries/libmetal_timestamp.dylib
    0x7fff6bf7a000 -     0x7fff6bf80fff  libCoreFSCache.dylib (177.25) <D1AE856D-A03C-3898-BFD9-E6DC9E0F82E1> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreFSCache.dylib
    0x7fff6bf81000 -     0x7fff6bf85fff  libCoreVMClient.dylib (177.25) <386E6636-6F72-39CE-912E-C64AFDA87906> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCoreVMClient.dylib
    0x7fff6bf86000 -     0x7fff6bf95fff  com.apple.opengl (18.5.6 - 18.5.6) <FAA396D1-5F70-376A-8656-838F8F7DD20F> /System/Library/Frameworks/OpenGL.framework/Versions/A/OpenGL
    0x7fff6bf96000 -     0x7fff6bf98fff  libCVMSPluginSupport.dylib (18.5.6) <71103A68-BB65-361E-92DF-F39D7824AA19> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCVMSPluginSupport.dylib
    0x7fff6bf99000 -     0x7fff6bfa1fff  libGFXShared.dylib (18.5.6) <A094F742-8791-309A-8733-1E6B6CF62AC1> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGFXShared.dylib
    0x7fff6bfa2000 -     0x7fff6bfd5fff  libGLImage.dylib (18.5.6) <DA3C4068-1C95-31FF-90E2-301A98832FA2> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLImage.dylib
    0x7fff6bfd6000 -     0x7fff6c012fff  libGLU.dylib (18.5.6) <AC07E7B1-9336-3EFA-81B8-22E097F0E063> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGLU.dylib
    0x7fff6c1a7000 -     0x7fff6c1b1fff  libGL.dylib (18.5.6) <DBFE5B68-30CA-3BF1-B1BB-013F17546874> /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libGL.dylib
    0x7fff6d5f1000 -     0x7fff6d649fff  com.apple.opencl (4.5 - 4.5) <5DB1ADF5-D477-3DF0-9129-1584B958FCF3> /System/Library/Frameworks/OpenCL.framework/Versions/A/OpenCL
    0x7fff6e173000 -     0x7fff6e38efff  com.apple.AMDMTLBronzeDriver (4.4.15.1 - 4.0.4) <C04DA8C1-5B07-3117-BBDE-8052DB54A8B0> /System/Library/Extensions/AMDMTLBronzeDriver.bundle/Contents/MacOS/AMDMTLBronzeDriver
    0x7fff6e6fb000 -     0x7fff6e7e2fff  com.apple.audio.AVFAudio (1.0 - 477.82) <BEA80E8D-7588-326B-AE5E-26EB642EC101> /System/Library/Frameworks/AVFAudio.framework/Versions/A/AVFAudio
    0x7fff6edd5000 -     0x7fff6ede8fff  com.apple.ExternalAccessory (1.0.0 - 1.0) <07D09647-2DFC-34D3-9BFF-4A259E90A793> /System/Library/Frameworks/ExternalAccessory.framework/ExternalAccessory
    0x7fff6fd0a000 -     0x7fff6fd0afff  com.apple.AuthenticationServicesCore (1.0 - ???) <693065BA-AF4E-3154-B346-F8EE2D2ABA2B> /System/Library/PrivateFrameworks/AuthenticationServicesCore.framework/Versions/A/AuthenticationServicesCore
    0x7fff6fd4a000 -     0x7fff6fd5cfff  com.apple.CMImaging (1.0 - 81.28) <51B630C4-B99F-3626-8B4C-E6D5418EA170> /System/Library/PrivateFrameworks/CMImaging.framework/Versions/A/CMImaging
    0x7fff70b12000 -     0x7fff70b13fff  com.apple.corespeech.CoreSpeechFoundation (1.0 - 1) <192A2E9A-CB38-390D-B254-1E588CF1B34D> /System/Library/PrivateFrameworks/CoreSpeechFoundation.framework/Versions/A/CoreSpeechFoundation
    0x7fff71fc9000 -     0x7fff72738fff  com.apple.PegasusAPI (1.0 - 386.4.37) <494FF396-A603-3929-A47C-48FEC1633507> /System/Library/PrivateFrameworks/PegasusAPI.framework/Versions/A/PegasusAPI
    0x7fff73d3f000 -     0x7fff73d40fff  com.apple.StoreKitUIMac (1.0 - 1) <52499AAF-C5CA-35F3-B110-F13ED50AC4A3> /System/Library/PrivateFrameworks/StoreKitMacHelper.framework/Versions/A/StoreKitMacHelper
    0x7fff73f3c000 -     0x7fff73f47fff  com.apple.SymptomAnalytics (1.0 - 1431.100.15.0.1) <A064159B-2E1D-3315-B2D5-B8E443CA2DE4> /System/Library/PrivateFrameworks/Symptoms.framework/Frameworks/SymptomAnalytics.framework/Versions/A/SymptomAnalytics
    0x7fff7415d000 -     0x7fff74175fff  com.apple.SymptomPresentationFeed (1.0 - 1431.100.15.0.1) <DC97784B-F310-3F35-A3F9-C3A4C9EDBF04> /System/Library/PrivateFrameworks/Symptoms.framework/Frameworks/SymptomPresentationFeed.framework/Versions/A/SymptomPresentationFeed
    0x7fff77bef000 -     0x7fff77bf1fff  libAXSafeCategoryBundle.dylib (2885.29) <C8572304-9E94-3EB8-9631-0499E3C45F84> /usr/lib/libAXSafeCategoryBundle.dylib
    0x7fff77d1a000 -     0x7fff77d21fff  libRosetta.dylib (203.39) <FD015509-DFBD-3C79-9E57-36D27DB78693> /usr/lib/libRosetta.dylib
    0x7fff7850a000 -     0x7fff7850afff  libswiftFileProvider.dylib (345) <A2CF276E-EFA3-3891-ABB4-65F67496CA88> /usr/lib/swift/libswiftFileProvider.dylib
    0x7fff7851f000 -     0x7fff78521fff  libswiftModelIO.dylib (1) <C1A9ADD0-C054-3A14-95AA-1F175FFFD57B> /usr/lib/swift/libswiftModelIO.dylib
    0x7fff78524000 -     0x7fff78524fff  libswiftPhotos.dylib (340.0.180) <9D801133-FAE4-3146-BFF0-503C71A15B76> /usr/lib/swift/libswiftPhotos.dylib
    0x7fff790f9000 -     0x7fff79258fff  com.apple.PhotosUI (1.0 - 340.0.180) <0399ADD5-CF77-3EB8-A0FB-4B5B2DF1440F> /System/iOSSupport/System/Library/Frameworks/PhotosUI.framework/Versions/A/PhotosUI
    0x7fff79fc8000 -     0x7fff79ff0fff  com.apple.FuseBoard (1.0 - 238) <55430BC8-B40C-3039-8122-74B8ECEDA363> /System/iOSSupport/System/Library/PrivateFrameworks/FuseBoard.framework/Versions/A/FuseBoard
    0x7fff7a48e000 -     0x7fff7a495fff  com.apple.mobilesafari.framework (14.1 - 604.1) <A15E494C-42D7-3160-A964-DCC217BFB501> /System/iOSSupport/System/Library/PrivateFrameworks/MobileSafari.framework/Versions/A/MobileSafari
    0x7fff7a5f2000 -     0x7fff7a63dfff  com.apple.PhotoLibrary (1.0 - 340.0.180) <0EA9EC7B-AF34-39C9-A13D-4A977703928B> /System/iOSSupport/System/Library/PrivateFrameworks/PhotoLibrary.framework/Versions/A/PhotoLibrary
    0x7fff7a63e000 -     0x7fff7ab14fff  com.apple.PhotosUICore (1.0 - 340.0.180) <E0201226-10CB-39A9-B5E2-E1AC6EDCD700> /System/iOSSupport/System/Library/PrivateFrameworks/PhotosUICore.framework/Versions/A/PhotosUICore
    0x7fff7b983000 -     0x7fff7b984fff  libswiftMetalKit.dylib (1.2) <4F0509FB-D374-3288-B806-A392FC3B969A> /System/iOSSupport/usr/lib/swift/libswiftMetalKit.dylib
    0x7fff7b995000 -     0x7fff7b995fff  libswiftSafariServices.dylib (2) <E335F107-4C37-3EB0-B3AB-8D1F6BF35E55> /System/iOSSupport/usr/lib/swift/libswiftSafariServices.dylib
    0x7fff7b99e000 -     0x7fff7b9a0fff  libswiftWebKit.dylib (7611.1.14.1.2) <DEDC68B1-ADF4-31D9-8734-0396EB560456> /System/iOSSupport/usr/lib/swift/libswiftWebKit.dylib

External Modification Summary:
  Calls made by other processes targeting this process:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0
  Calls made by this process:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0
  Calls made by all processes on this machine:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0

VM Region Summary:
ReadOnly portion of Libraries: Total=1.1G resident=0K(0%) swapped_out_or_unallocated=1.1G(100%)
Writable regions: Total=220.8M written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=220.8M(100%)
 
                                VIRTUAL   REGION 
REGION TYPE                        SIZE    COUNT (non-coalesced) 
===========                     =======  ======= 
Activity Tracing                   256K        1 
Dispatch continuations            96.0M        1 
Foundation                          16K        1 
Image IO                          2192K        1 
Kernel Alloc Once                    8K        1 
MALLOC                            98.6M       63 
MALLOC guard page                   16K        4 
MALLOC_LARGE (reserved)           8748K        1         reserved VM address space (unallocated)
STACK GUARD                       56.0M       13 
Stack                             14.1M       13 
VM_ALLOCATE                        212K        4 
__CTF                               759        1 
__DATA                            52.6M      672 
__DATA_CONST                      54.7M      499 
__DATA_DIRTY                      2754K      325 
__FONT_DATA                          4K        1 
__LINKEDIT                       500.2M       10 
__OBJC_RO                         70.0M        1 
__OBJC_RW                         2480K        2 
__TEXT                           584.5M      672 
__UNICODE                          588K        1 
mapped file                       39.6M        6 
shared memory                     1152K       13 
===========                     =======  ======= 
TOTAL                              1.5G     2306 
TOTAL, minus reserved VM space     1.5G     2306 

Model: Macmini8,1, BootROM 1554.100.52.0.0 (iBridge: 18.16.14529.5.3,0), 6 processors, 6-Core Intel Core i7, 3.2 GHz, 16 GB, SMC 
Graphics: kHW_IntelUHDGraphics630Item, Intel UHD Graphics 630, spdisplays_builtin
Graphics: Radeon RX 570, Radeon RX 570, spdisplays_pcie_device, 4 GB
Memory Module: BANK 0/ChannelA-DIMM0, 8 GB, DDR4, 2667 MHz, Kingston, KHX2666C15S4/8G
Memory Module: BANK 2/ChannelB-DIMM0, 8 GB, DDR4, 2667 MHz, Kingston, KHX2666C15S4/8G
AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x7BF), wl0: Dec 24 2020 01:27:50 version 9.30.444.6.32.5.66 FWID 01-54f9c857
Bluetooth: Version 8.0.4d7, 3 services, 27 devices, 1 incoming serial ports
Network Service: Thunderbolt Ethernet Slot 1, Ethernet, en6
PCI Card: Aquantia AQC107, sppci_ethernet, Thunderbolt@197,0,0
PCI Card: Radeon RX 570, sppci_displaycontroller, Thunderbolt@71,0,0
PCI Card: pci1002,aaf0, sppci_audiodevice, Thunderbolt@71,0,1
USB Device: USB 3.1 Bus
USB Device: ASM1352R-Safe
USB Device: USB3.0 Hub
USB Device: USB2.0 Hub
USB Device: XBOX ACC
USB Device: USB2.1 Hub
USB Device: USB 2.0 Hub
USB Device: USB Storage
USB Device: OBINS
AnnePro2
USB Device: FiiO USB DAC K1
USB Device: USB Audio Device
USB Device: iPhone
USB Device: USB3.1 Hub
USB Device: USB 10/100/1000 LAN
USB Device: PSSD T7
USB Device: Apple T2 Bus
USB Device: Headset
USB Device: Apple T2 Controller
Thunderbolt Bus: Mac mini, Apple Inc., 47.4
Thunderbolt Device: RX570 eGFX Breakaway Puck, Sonnet Technologies, Inc., 1, 25.1
Thunderbolt Bus: Mac mini, Apple Inc., 47.4
Thunderbolt Device: SANLink3 N1, Promise Technology, Inc., 3, 33.3
    opened by i0ntempest 5
  • Catalyst version: Image settings window unresponsive after upscale.

    Catalyst version: Image settings window unresponsive after upscale.

    Hi there,

    In the latest update for the the MacOS Catalyst version, if you upscale a photo, and then go back and upscale a new one, the image setttings (MPSCNN/cunet, Noise Level, etc.) window becomes unresponsive. The only way to get around it is to close the program entirely and start it back up.

    opened by ArguingMeadows 5
  • Prevent Sleep during long tasks

    Prevent Sleep during long tasks

    I noticed when processing large files, such as videos, the app will not prevent the system from sleeping. While upscaling a job overnight, the computer fell asleep. Upon waking it, the app continued the upscale job.

    Instead, it would be best if the app prevented system sleep while running a task.

    opened by mattbisme 4
  • [Feature request] Option to save to source folder by default

    [Feature request] Option to save to source folder by default

    The way the app works now, you have to choose an output folder for every conversion. Most of the time I'd prefer to save to the source folder alongside the original files.

    Also it's unclear what happens if you click "Don't show again". image

    opened by morning-paradigm 4
  • it seems to be different code from the app released in the App Store

    it seems to be different code from the app released in the App Store

    Hi, developer.

    Thank you for releasing a great app and making the source code open! But, it seems to be different code from the app released in the App Store. I would like to learn by reading the source code of the released version. Could you please update the repository?

    Thanks.

    opened by shutosg 4
  • CLI Video Processing crashes when using real-cugan model on MacOS

    CLI Video Processing crashes when using real-cugan model on MacOS

    I have setup waifu2x for CLI usage on my M1 MacBook Pro. When I try to process a mp4 video with the command

    alias waifu2x=/Applications/waifu2x.app/Contents/MacOS/waifu2x ffmpeg -i input.mp4 -pix_fmt rgba -f rawvideo -loglevel quiet - | waifu2x -m real_cugan --cugan-scale 2 --cugan-variant conservative --raw --width 1920 --height 1080 | ffmpeg -f rawvideo -pix_fmt rgba -s:v 3840x2160 -r 23.98 -i - -c:v h264_videotoolbox output.mp4

    using real-cugan as the model, then waifu2x will crash with the following output:

    ffmpeg version 5.0.1 Copyright (c) 2000-2022 the FFmpeg developers built with Apple clang version 13.1.6 (clang-1316.0.21.2) configuration: --prefix=/opt/homebrew/Cellar/ffmpeg/5.0.1 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags= --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libbluray --enable-libdav1d --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-neon libavutil 57. 17.100 / 57. 17.100 libavcodec 59. 18.100 / 59. 18.100 libavformat 59. 16.100 / 59. 16.100 libavdevice 59. 4.100 / 59. 4.100 libavfilter 8. 24.100 / 8. 24.100 libswscale 6. 4.100 / 6. 4.100 libswresample 4. 3.100 / 4. 3.100 libpostproc 56. 3.100 / 56. 3.100 DataPipeline/DPRunner.swift:90: Fatal error: buildPipeline() called in base class Input #0, rawvideo, from 'pipe:': Duration: N/A, bitrate: 6364790 kb/s Stream #0:0: Video: rawvideo (RGBA / 0x41424752), rgba, 3840x2160, 6364790 kb/s, 23.98 tbr, 23.98 tbn Stream mapping: Stream #0:0 -> #0:0 (rawvideo (native) -> h264 (h264_videotoolbox)) Output #0, mp4, to 'output.mp4': Metadata: encoder : Lavf59.16.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p, 3840x2160, q=2-31, 200 kb/s, 23.98 fps, 19184 tbn Metadata: encoder : Lavc59.18.100 h264_videotoolbox frame= 0 fps=0.0 q=0.0 Lsize= 0kB time=00:00:00.00 bitrate=N/A speed= 0x
    video:0kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown zsh: exit 1 ffmpeg -i input.mp4 -pix_fmt rgba -f rawvideo -loglevel quiet - | zsh: trace trap waifu2x -m real_cugan --cugan-scale 2 --cugan-variant conservative --raw 192 | zsh: done ffmpeg -f rawvideo -pix_fmt rgba -s:v 3840x2160 -r 23.98 -i - -c:v output.mp

    and the System will report that waifu2x quit unexpectedly. Other models work however. If I try to process the same video using your exemplary command

    alias waifu2x=/Applications/waifu2x.app/Contents/MacOS/waifu2x ffmpeg -i input.mp4 -pix_fmt rgba -f rawvideo -loglevel quiet - | waifu2x -m real_esrgan -v anime_2x_video --raw --width 1920 --height 1080 | ffmpeg -f rawvideo -pix_fmt rgba -s:v 3840x2160 -r 23.98 -i - -c:v h264_videotoolbox output.mp4

    then waifu2x and ffmpeg will process the video without issue using real-esrgan.

    waifu2x Crash Report.txt

    opened by mmkzer0 3
  • Issues with Ventura 13.0.1 with command line usage

    Issues with Ventura 13.0.1 with command line usage

    Hi, I recently updated my Mac to the latest version of macOS. I have been using your software from the command line without any issues. Now the software hangs with the first image. I purchased your app via App Store. I also re-added the input and output folders to the app, and tried uninstalling and reinstalling the app. Also tried with different types of images. The weird thing is the same happens with realesrgan-ncnn-vulkan , both with the binary and the python installation. I cannot really guess what's happening. The hardware is the same. And there were no major changes in Ventura. Best regards.

    opened by nihelmasell 14
  • [Request] Custom ESRGAN models

    [Request] Custom ESRGAN models

    An option to choose a custom .pth model file for ESRGAN would be helpful, like being able to use the general Siax model or NMKD’s Jaywreck3 models.

    Large collection of models: https://upscale.wiki/wiki/Model_Database

    opened by BuyMyMojo 5
  • Batch operation stuck on Processing (Not Responding)

    Batch operation stuck on Processing (Not Responding)

    Running a batch process of videos last night and this morning the application is locked up (spinning beach ball) half way through processing a file.

    A report, as well as spindump, will be emailed shortly.

    opened by chase-cobb 5
  • Stuck on

    Stuck on "Generating"

    This seems to happen almost every time I perform a batch (although it's possible that I haven't tried enough singles to know it never happens there either). I haven't done nearly as much with photos; my input is primarily h.264 or HEVC. I've mostly been using the Real- models. But I remember it happening on PAN as well.

    Output file sizes are usually less than 4GB. I always run with Parallel Processing using ANE + GPU. There is no consistency on which video gets stuck. Could be the first two in the batch, or somewhere in the middle. But one thing has been very consistent: there are always two videos stuck on "Generating." There's never just one video that didn't make it.

    Some other information that might be useful: clicking the "Stop" button does not stop it from generating. I have to quit waifu2x in order to start another batch. Additionally, after quitting the app, the files that were being generated appear to have the expected file size for a completed render.

    It seems like maybe something is getting stuck in the completion of the container, rather that the video itself? Although, that doesn't explain why two always get stuck.

    No error, but the next two jobs seem to be stuck on "Generating" as a status. I'm not sure how long it's been like this, but it doesn't look like it's going to change any time soon. What part of the encode is this status? How long should it take?

    Originally posted by @mattbisme in https://github.com/imxieyi/waifu2x-ios/issues/48#issuecomment-1093361006

    opened by mattbisme 23
  • [Feature Request] Display Current FPS

    [Feature Request] Display Current FPS

    Perhaps the most surprising missing feature is an FPS counter on running encodes. I often use FPS as a way to measure the practicality of an encode. Depending on the content, sometimes it's not worth using the "best quality" encode; it helps to know how much relative time I'll be saving based on the settings that I change.

    Currently, I use a stopwatch to check how many "seconds per second" are being encoded. 🤣

    opened by mattbisme 0
Owner
Yi Xie
Chrome OS@Google. iOS fanboy outside work.
Yi Xie
GitHub
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