| AI Inference | Render-Based Method |
|---|---|
| Heavy GPU/NN load | Zero ML cost |
| Frame delay / batching | Real-time per-frame |
| Statistical guess | Deterministic signal |
| Pixel-bound | System-intent bound |
AllenK (kwyshell) allenk
allenk
/ ARCR-Outperform-AI-RT-Tasks.md
Created
October 21, 2025 19:45
Android Realtime Content Recognition: Outperforms AI for Real-Time Tasks
allenk
/ Frame-Time-Metadata.md
Created
October 21, 2025 19:41
The Core Concept: Frame-Time Metadata
| Bit Range | Meaning |
|---|---|
| 0 | Frame Reset |
| 1 | Video Layer Detected |
| 2 | GUI Overlay Present |
| 3 | Vertical Scroll |
| 4 | Horizontal Scroll |
| 5 | Subtitle/Text Present |
| 6 | Frame Skip |
| 7 | Verification Flag |
allenk
/ Android-Canvas-Semantic-Patterns.md
Created
October 21, 2025 19:38
Reading the Canvas: Extracting Semantic Patterns
| Command | Meaning | Possible Scene Element |
|---|---|---|
DrawRect |
Background or clear region | Scene reset / transition |
DrawImageRect |
Texture or video frame | Video playback |
DrawTextBlob |
Rendered text glyphs | Subtitle or caption |
DrawDrawable |
Composed child nodes | GUI overlays, buttons |
allenk
/ MyHooker-Detours-Compare.md
Created
October 1, 2025 17:30
Comparison Our Game Hooker with Microsoft Detours
| Aspect | Our Framework | Microsoft Detours |
|---|---|---|
| Platform | ARM64/Android | x86/x64/ARM/ARM64 Windows |
| Language | Modern C++ | C/C++ |
| Hook Method | GOT/PLT + Inline | Inline Patching |
| API Style | Declarative/Chainable | Imperative |
| Thread Safety | Built-in | Manual Synchronization |
| Mode | SM Utilization | Power Increase | Temp Change | Notes |
|---|---|---|---|---|
| Vulkan | Medium-low | +0W (baseline) | +0°C | Auto fallback, relatively low load |
| CUDA (On) | 100% | ~+250W | ~+8°C | Full load, remains thermally stable |
allenk
/ blackwell-pytorch-benchmark.md
Last active
August 31, 2025 17:29
Blackwell, PyTorch CUDA Support
| ID | Python Version | PyTorch Version | Inference Mode | GPU Support Status | Avg. Time per Image | GPU Utilization | Notes |
|---|---|---|---|---|---|---|---|
| ① | 3.9.13 | 2.4.1 | Vulkan fallback | ❌ Not supported (sm_120) | ~2.12 sec | Low (occasional spikes) | Auto fallback to Vulkan/NCNN |
| ② | 3.13.7 | 2.9.0 Nightly | Vulkan fallback | ✅ Supported (sm_120, CUDA off) | ~1.94 sec | Medium-low | Forced with --nocuda |
| ③ | 3.13.7 | 2.9.0 Nightly | CUDA | ✅ Supported (sm_120, enabled) | ~1.04 sec | High (stable 100%) | Full CUDA inference enabled |
allenk
/ cuda-vulkan-power-tc.md
Last active
August 31, 2025 17:30
CUDA VULKAN Power Consumption Review
| 模式 | SM 使用率 | 功耗增加 | 溫度變化 | 備註 |
|---|---|---|---|---|
| Vulkan | 中等偏低 | +0W（基準） | +0°C | 自動 fallback，負載不高 |
| CUDA（啟用） | 100% | 約 +250W | 約 +8°C | 滿負載運行，仍保持穩定 |
allenk
/ blackwell-pytorch-benchmark-tc.md
Created
August 31, 2025 17:17
Blackwell, PyTorch CUDA Support
| 編號 | Python版本 | PyTorch版本 | 推論模式 | GPU支援狀態 | 每張處理時間 | GPU使用率 | 備註 |
|---|---|---|---|---|---|---|---|
| ① | 3.9.13 | 2.4.1 | Vulkan fallback | ❌ 不支援 sm_120 | 約 2.12 秒 | 低（偶爾跳高） | 自動 fallback |
| ② | 3.13.7 | 2.9.0 Nightly | Vulkan fallback | ✅ 支援 sm_120 未啟用 CUDA | 約 1.94 秒 | 中等偏低 | 關閉CUDA |
| ③ | 3.13.7 | 2.9.0 Nightly | CUDA | ✅ 支援 sm_120 並已啟用 | 約 1.04 秒 | 高（穩定 100%） | 完整啟用 CUDA 模型推論 |
allenk
/ deepclean_test.cmd
Last active
September 15, 2025 15:42
ASUS Software Clean Up Tool Test version (This version is for testing purposes only, please use the released version)
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| @echo off | |
| :: ------------------------------------------------------------------------------------------------------------ | |
| :: Clean Up ASUS All | |
| :: ------------------------------------------------------------------------------------------------------------ | |
| :: The tool helps to clean up all ASUS software from system | |
| :: ------------------------------------------------------------------------------------------------------------ | |
| :: Before running the tools, | |
| :: 1. Complete backup your system. | |
| :: 2. Disable ASUS Apps from BIOS (MyASUS and Armoury) | |
| :: 3. Run ASUS remove tools (Armoury Crate Uninstall Tool.exe, or geek_uninstall.exe). |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #!/bin/bash | |
| # Memory threshold | |
| THRESHOLD_AVAIL=10 # MemAvailable | |
| THRESHOLD_FREE=10 # Free | |
| # Loop to test memory | |
| while true; do | |
| # fetech memory status | |
| TOTAL_MEM=$(grep MemTotal /proc/meminfo | awk '{print $2 / 1024}') |
NewerOlder