Parade Series - Win11 & YOLO v5 ( 2060 )

BOOT

<F12>  /  <Fn>+<F12> 

less than CUDA Version: 12.5

D:\>nvidia-smi
Wed Oct 23 15:58:15 2024
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 556.13                 Driver Version: 556.13         CUDA Version: 12.5     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                  Driver-Model | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 2060      WDDM  |   00000000:01:00.0 Off |                  N/A |
| N/A   42C    P8              7W /   80W |       0MiB /   6144MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|  No running processes found                                                             |
+-----------------------------------------------------------------------------------------+

CUDA v10.2

https://developer.nvidia.com/cuda-10.2-download-archive

cuDNN v8.4.0

https://developer.nvidia.com/rdp/cudnn-archive

F:\YOLOV5
│  Anaconda3-2023.07-1-Windows-x86_64.exe
│  cuda_10.2.1_win10.exe
│  cuda_10.2.2_win10.exe
│  cuda_10.2.89_441.22_win10.exe
└─ cudnn-windows-x86_64-8.4.0.27_cuda10.2-archive.zip

Conda

https://repo.anaconda.com/archive/
https://repo.anaconda.com/archive/Anaconda3-2023.07-1-Windows-x86_64.exe

D:\anaconda3\Scripts
D:\anaconda3\Library\bin

CUDA_SDK_PATH = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.2
CUDA_LIB_PATH = %CUDA_PATH%\lib\x64 
CUDA_BIN_PATH = %CUDA_PATH%\bin
CUDA_SDK_BIN_PATH = %CUDA_SDK_PATH%\bin\win64
CUDA_SDK_LIB_PATH = %CUDA_SDK_PATH%\common\lib\x64

yolov5

conda install git

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/

pip install torch==1.8.0+cu101 torchaudio==0.8.0 torchvision==0.9.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html

D:\anaconda3\envs>conda create -n venuspython=3.11.3
D:\anaconda3\envs>conda init
no change     D:\anaconda3\Scripts\conda.exe
no change     D:\anaconda3\Scripts\conda-env.exe
no change     D:\anaconda3\Scripts\conda-script.py
no change     D:\anaconda3\Scripts\conda-env-script.py
no change     D:\anaconda3\condabin\conda.bat
no change     D:\anaconda3\Library\bin\conda.bat
no change     D:\anaconda3\condabin\_conda_activate.bat
no change     D:\anaconda3\condabin\rename_tmp.bat
no change     D:\anaconda3\condabin\conda_auto_activate.bat
no change     D:\anaconda3\condabin\conda_hook.bat
no change     D:\anaconda3\Scripts\activate.bat
no change     D:\anaconda3\condabin\activate.bat
no change     D:\anaconda3\condabin\deactivate.bat
no change     D:\anaconda3\Scripts\activate
no change     D:\anaconda3\Scripts\deactivate
no change     D:\anaconda3\etc\profile.d\conda.sh
no change     D:\anaconda3\etc\fish\conf.d\conda.fish
no change     D:\anaconda3\shell\condabin\Conda.psm1
no change     D:\anaconda3\shell\condabin\conda-hook.ps1
no change     D:\anaconda3\Lib\site-packages\xontrib\conda.xsh
no change     D:\anaconda3\etc\profile.d\conda.csh
modified      C:\Users\Administrator\Documents\WindowsPowerShell\profile.ps1
no change     HKEY_CURRENT_USER\Software\Microsoft\Command Processor\AutoRun

==> For changes to take effect, close and re-open your current shell. <==

D:\anaconda3\envs>conda activate venus

(venus) D:\anaconda3\envs>cd  venus

(venus) D:\anaconda3\envs\venus>conda -V
conda 23.5.2

(venus) D:\anaconda3\envs\venus>
(venus) D:\anaconda3\envs\venus>python -V
Python 3.11.3

(venus) D:\anaconda3\envs\venus>git -v
git version 2.45.2.windows.1

(venus) D:\anaconda3\envs\venus>git clone https://github.com/ultralytics/yolov5
Cloning into 'yolov5'...
remote: Enumerating objects: 17022, done.
remote: Counting objects: 100% (217/217), done.
remote: Compressing objects: 100% (146/146), done.
remote: Total 17022 (delta 122), reused 131 (delta 71), pack-reused 16805 (from 1)
Receiving objects: 100% (17022/17022), 15.74 MiB | 3.18 MiB/s, done.
Resolving deltas: 100% (11660/11660), done.

D:\anaconda3\envs\venus\yolov5
├─.github
│  ├─ISSUE_TEMPLATE
│  └─workflows
├─classify
├─data
│  ├─hyps
│  ├─images
│  └─scripts
├─models
│  ├─hub
│  └─segment
├─segment
└─utils
    ├─aws
    ├─docker
    ├─flask_rest_api
    ├─google_app_engine
    ├─loggers
    │  ├─clearml
    │  ├─comet
    │  └─wandb
    └─segment

pip install torch==1.8.0+cu101       -f https://download.pytorch.org/whl/torch_stable.html
pip install torchaudio==0.8.0        -f https://download.pytorch.org/whl/torch_stable.html
pip install torchvision==0.9.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html

pip install cachetools==5.5.0
pip install charset-normalizer==2.0.12
pip install click==8.1.3
pip install Cython==3.0.11
pip install Flask==2.1.2
pip install google-auth==2.35.0
pip install google-auth-oauthlib==1.0.0
pip install grpcio==1.67.0
pip install idna==3.3
pip install importlib-metadata==4.11.3
pip install kiwisolver==1.4.2
pip install Markdown==3.7
pip install MarkupSafe==2.1.1
pip install matplotlib==3.5.2
pip install absl-py==2.1.0
pip install certifi==2021.10.8
pip install fonttools==4.33.3
pip install itsdangerous==2.1.2
pip install Jinja2==3.1.2
pip install Pillow==9.1.0
pip install cycler==0.11.0
pip install protobuf==5.28.3
pip install pyparsing==3.0.8
pip install python-dateutil==2.8.2
pip install PyYAML==6.0
pip install seaborn==0.11.2
pip install urllib3==1.26.9
pip install packaging==21.3
pip install zipp==3.8.0
pip install Werkzeug==2.1.2
pip install pytz==2022.1
pip install tqdm==4.64.0
pip install tensorboard-data-server==0.7.2
pip install torch==2.4.1
pip install torchaudio==2.4.1
pip install torchvision==0.19.1
pip install ultralytics==8.3.23

pip install ultralytics==8.3.23
pip install numpy==1.22.3
pip install opencv-python==4.5.5.64

pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple

python -c "import torch;print(torch.cuda.is_available());"
True

detect: weights=['data/fireworks.pt'], source=test/A20241025.mp4, data=data\yolov5s-CA-Gconv-Kmeans.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs\detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False

YOLOv5  2024-9-9 torch 1.8.0+cu101 CUDA:0 (NVIDIA GeForce RTX 2060, 6144MiB)

Fusing layers...
Model Summary: 267 layers, 46151358 parameters, 0 gradients, 107.8 GFLOPs
video 1/1 (1/12089) D:\anaconda3\envs\venus\main5\test\A20241025.mp4: 384x640 Done. (0.032s)
video 1/1 (2/12089) D:\anaconda3\envs\venus\main5\test\A20241025.mp4: 384x640 Done. (0.032s)