Update README.md

README.md

@@ -10,8 +10,358 @@ pinned: false
 This demonstration classroom shows installation and compute based AI model development using torch with Hardware compatibility with Windows 11 platform running with NVIDIA RTX 3070.
 
 1. Install VSCode, latest version.  Add all Microsoft Extensions.
-2. Install Python 3.10.11 and 3.12.1 - Pytorch will need 3.10.x or lower at time of this.
-3. Download and install NVIDIA CUDA version 12.3 for Windows 11.
-4. Use custom and uncheck NSIGHT Visual Studio Edition assuming you already have VSCode or VS22 locally installed.
-5. Test Geforce Experience.  Use MS Authenticator to add NVidia for MFA.
-6. Update GeForce Game Ready Driver to current 12/12/2023 v 546.33
+2. Install Python 3.10.11 and 3.12.1 - Pytorch will need 3.10.x or lower at time of this.  Important to launch installer and run as Administrator.
+3. Keep installer for py3.10 around - easy way to reset is to uninstall and reinstall this to redo py envs.
+4. Download and install NVIDIA CUDA version 12.3 for Windows 11.
+5. Use custom and uncheck NSIGHT Visual Studio Edition assuming you already have VSCode or VS22 locally installed.
+6. Test Geforce Experience.  Use MS Authenticator to add NVidia for MFA.
+7. Update GeForce Game Ready Driver to current 12/12/2023 v 546.33
+8. Check your paths and make sure that python was installed as Administrator to keep all file perms clear.
+9. Test Out running pip install with all GPU requirements.txt that you will use.  Below is what my session looks like.
+10. ```
+
+
+
+
+C:\Users\aaron>path
+PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.3\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.3\libnvvp;C:\windows\system32;C:\windows;C:\windows\System32\Wbem;C:\windows\System32\WindowsPowerShell\v1.0\;C:\windows\System32\OpenSSH\;C:\Program Files (x86)\NVIDIA Corporation\PhysX\Common;C:\Program Files\NVIDIA Corporation\NVIDIA NvDLISR;C:\WINDOWS\system32;C:\WINDOWS;C:\WINDOWS\System32\Wbem;C:\WINDOWS\System32\WindowsPowerShell\v1.0\;C:\WINDOWS\System32\OpenSSH\;C:\Program Files\Microsoft VS Code\bin;C:\Program Files\dotnet\;%NVM_HOME%;%NVM_SYMLINK%;C:\Program Files\nodejs\;C:\ProgramData\chocolatey\bin;C:\Program Files\NVIDIA Corporation\Nsight Compute 2023.3.1\;C:\Users\aaron\AppData\Local\Programs\Python\Python310\Scripts\;C:\Users\aaron\AppData\Local\Programs\Python\Python310\;C:\Users\aaron\AppData\Local\Microsoft\WindowsApps;C:\Users\aaron\.dotnet\tools;C:\Users\aaron\AppData\Roaming\nvm;C:\Program Files\nodejs;C:\Users\aaron\AppData\Roaming\npm
+
+C:\Users\aaron>cd C:\Users\aaron\AppData\Local\Programs\Python\Python310\
+
+C:\Users\aaron\AppData\Local\Programs\Python\Python310>dir
+ Volume in drive C is Windows
+ Volume Serial Number is 64F6-3D28
+
+ Directory of C:\Users\aaron\AppData\Local\Programs\Python\Python310
+
+01/02/2024  11:32 AM    <DIR>          .
+01/02/2024  11:32 AM    <DIR>          ..
+01/02/2024  11:32 AM    <DIR>          DLLs
+01/02/2024  11:32 AM    <DIR>          Doc
+01/02/2024  11:32 AM    <DIR>          include
+01/02/2024  11:32 AM    <DIR>          Lib
+01/02/2024  11:32 AM    <DIR>          libs
+04/05/2023  12:47 AM            32,768 LICENSE.txt
+04/05/2023  12:48 AM         1,306,983 NEWS.txt
+04/05/2023  12:47 AM           103,192 python.exe
+04/05/2023  12:47 AM            66,328 python3.dll
+04/05/2023  12:47 AM         4,458,776 python310.dll
+04/05/2023  12:47 AM           101,656 pythonw.exe
+01/02/2024  11:32 AM    <DIR>          Scripts
+01/02/2024  11:32 AM    <DIR>          tcl
+01/02/2024  11:32 AM    <DIR>          Tools
+04/05/2023  12:47 AM            98,224 vcruntime140.dll
+04/05/2023  12:47 AM            37,256 vcruntime140_1.dll
+               8 File(s)      6,205,183 bytes
+              10 Dir(s)  31,767,810,048 bytes free
+
+C:\Users\aaron\AppData\Local\Programs\Python\Python310>cd C:\Users\aaron\src\2024-01-02
+
+C:\Users\aaron\src\2024-01-02>dir
+ Volume in drive C is Windows
+ Volume Serial Number is 64F6-3D28
+
+ Directory of C:\Users\aaron\src\2024-01-02
+
+01/02/2024  10:36 AM    <DIR>          .
+01/02/2024  09:11 AM    <DIR>          ..
+01/02/2024  10:25 AM     3,281,693,944 cuda_12.3.1_546.12_windows10.exe
+01/02/2024  10:10 AM     3,281,693,944 cuda_12.3.1_546.12_windows11.exe
+01/02/2024  10:32 AM        30,873,680 cuda_12.3.1_windows_network.exe
+01/02/2024  10:36 AM       542,474,240 nsight_visual_studio_edition-windows-x86_64-2023.3.1.23311_33505173.msi
+01/02/2024  09:42 AM        29,037,240 python-3.10.11-amd64.exe
+01/02/2024  09:26 AM        26,589,696 python-3.12.1-amd64.exe
+01/02/2024  09:16 AM    <DIR>          RTI
+               6 File(s)  7,192,362,744 bytes
+               3 Dir(s)  31,767,457,792 bytes free
+
+C:\Users\aaron\src\2024-01-02>cd RTI
+
+C:\Users\aaron\src\2024-01-02\RTI>dir
+ Volume in drive C is Windows
+ Volume Serial Number is 64F6-3D28
+
+ Directory of C:\Users\aaron\src\2024-01-02\RTI
+
+01/02/2024  09:16 AM    <DIR>          .
+01/02/2024  10:36 AM    <DIR>          ..
+01/02/2024  09:15 AM    <DIR>          .streamlit
+01/02/2024  09:15 AM    <DIR>          .vscode
+01/02/2024  09:16 AM            10,639 app.py
+01/02/2024  09:16 AM            11,048 backup.app.py
+01/02/2024  09:16 AM               253 README.md
+01/02/2024  11:18 AM               341 requirements.txt
+               4 File(s)         22,281 bytes
+               4 Dir(s)  31,767,457,792 bytes free
+
+C:\Users\aaron\src\2024-01-02\RTI>pip install -r requirements.txt
+ERROR: Invalid requirement: '//pip3 install torch torchvision torchaudio' (from line 14 of requirements.txt)
+
+[notice] A new release of pip is available: 23.0.1 -> 23.3.2
+[notice] To update, run: python.exe -m pip install --upgrade pip
+
+C:\Users\aaron\src\2024-01-02\RTI>notepad requirements.txt
+
+C:\Users\aaron\src\2024-01-02\RTI>pip install -r requirements.txt
+Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu121
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+Collecting pyparsing~=3.0
+  Downloading pyparsing-3.1.1-py3-none-any.whl (103 kB)
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+Collecting scipy
+  Downloading scipy-1.11.4-cp310-cp310-win_amd64.whl (44.1 MB)
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+Collecting opencv-python
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+Collecting einops
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+Collecting torchvision
+  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.2%2Bcu121-cp310-cp310-win_amd64.whl (5.6 MB)
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+Collecting timm
+  Downloading timm-0.9.12-py3-none-any.whl (2.2 MB)
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+Collecting scikit-image
+  Downloading scikit_image-0.22.0-cp310-cp310-win_amd64.whl (24.5 MB)
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+Collecting xformers
+  Downloading https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp310-cp310-win_amd64.whl (201.1 MB)
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 201.1/201.1 MB 13.1 MB/s eta 0:00:00
+  Downloading https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-win_amd64.whl (202.1 MB)
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+Collecting toolz
+  Using cached toolz-0.12.0-py3-none-any.whl (55 kB)
+Collecting jsonschema>=3.0
+  Using cached jsonschema-4.20.0-py3-none-any.whl (84 kB)
+Collecting idna>=2.8
+  Using cached idna-3.6-py3-none-any.whl (61 kB)
+Collecting exceptiongroup
+  Downloading exceptiongroup-1.2.0-py3-none-any.whl (16 kB)
+Collecting sniffio>=1.1
+  Using cached sniffio-1.3.0-py3-none-any.whl (10 kB)
+Collecting colorama
+  Downloading https://download.pytorch.org/whl/colorama-0.4.6-py2.py3-none-any.whl (25 kB)
+Collecting contourpy>=1.0.1
+  Downloading contourpy-1.2.0-cp310-cp310-win_amd64.whl (186 kB)
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+Collecting fonttools>=4.22.0
+  Downloading fonttools-4.47.0-cp310-cp310-win_amd64.whl (2.2 MB)
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+Collecting python-dateutil>=2.7
+  Using cached python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)
+Collecting cycler>=0.10
+  Downloading cycler-0.12.1-py3-none-any.whl (8.3 kB)
+Collecting kiwisolver>=1.3.1
+  Downloading kiwisolver-1.4.5-cp310-cp310-win_amd64.whl (56 kB)
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+Collecting tzdata>=2022.1
+  Downloading tzdata-2023.4-py2.py3-none-any.whl (346 kB)
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+Collecting pytz>=2020.1
+  Using cached pytz-2023.3.post1-py2.py3-none-any.whl (502 kB)
+Collecting annotated-types>=0.4.0
+  Downloading annotated_types-0.6.0-py3-none-any.whl (12 kB)
+Collecting pydantic-core==2.14.6
+  Downloading pydantic_core-2.14.6-cp310-none-win_amd64.whl (1.9 MB)
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+Collecting urllib3<3,>=1.21.1
+  Using cached urllib3-2.1.0-py3-none-any.whl (104 kB)
+Collecting charset-normalizer<4,>=2
+  Downloading charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl (100 kB)
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+Collecting certifi>=2017.4.17
+  Using cached certifi-2023.11.17-py3-none-any.whl (162 kB)
+Collecting huggingface-hub>=0.13.2
+  Downloading huggingface_hub-0.17.3-py3-none-any.whl (295 kB)
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+Collecting rich<14.0.0,>=10.11.0
+  Using cached rich-13.7.0-py3-none-any.whl (240 kB)
+Collecting shellingham<2.0.0,>=1.3.0
+  Downloading shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)
+Collecting httpcore==1.*
+  Downloading httpcore-1.0.2-py3-none-any.whl (76 kB)
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+Collecting zipp>=0.5
+  Using cached zipp-3.17.0-py3-none-any.whl (7.4 kB)
+Collecting tifffile>=2022.8.12
+  Downloading tifffile-2023.12.9-py3-none-any.whl (223 kB)
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+Collecting lazy_loader>=0.3
+  Downloading lazy_loader-0.3-py3-none-any.whl (9.1 kB)
+Collecting imageio>=2.27
+  Downloading imageio-2.33.1-py3-none-any.whl (313 kB)
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+Collecting mpmath>=0.19
+  Downloading https://download.pytorch.org/whl/mpmath-1.3.0-py3-none-any.whl (536 kB)
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 536.2/536.2 kB 16.4 MB/s eta 0:00:00
+Collecting torchvision
+  Downloading torchvision-0.16.2-cp310-cp310-win_amd64.whl (1.1 MB)
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+  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.1%2Bcu121-cp310-cp310-win_amd64.whl (5.6 MB)
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+  Downloading torchvision-0.16.1-cp310-cp310-win_amd64.whl (1.1 MB)
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+  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.0%2Bcu121-cp310-cp310-win_amd64.whl (5.8 MB)
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+Collecting rpds-py>=0.7.1
+  Downloading rpds_py-0.16.2-cp310-none-win_amd64.whl (195 kB)
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+Collecting attrs>=22.2.0
+  Downloading attrs-23.2.0-py3-none-any.whl (60 kB)
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+Collecting referencing>=0.28.4
+  Using cached referencing-0.32.0-py3-none-any.whl (26 kB)
+Collecting jsonschema-specifications>=2023.03.6
+  Using cached jsonschema_specifications-2023.12.1-py3-none-any.whl (18 kB)
+Collecting six>=1.5
+  Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
+Collecting pygments<3.0.0,>=2.13.0
+  Using cached pygments-2.17.2-py3-none-any.whl (1.2 MB)
+Collecting markdown-it-py>=2.2.0
+  Using cached markdown_it_py-3.0.0-py3-none-any.whl (87 kB)
+Collecting mdurl~=0.1
+  Using cached mdurl-0.1.2-py3-none-any.whl (10.0 kB)
+Installing collected packages: pytz, pydub, mpmath, ffmpy, zipp, websockets, urllib3, tzdata, typing-extensions, toolz, tomlkit, sympy, sniffio, six, shellingham, semantic-version, safetensors, rpds-py, regex, pyyaml, python-multipart, pyparsing, pygments, psutil, Pillow, packaging, orjson, numpy, networkx, mdurl, markupsafe, lazy_loader, kiwisolver, importlib-resources, idna, h11, fsspec, fonttools, filelock, exceptiongroup, einops, cycler, colorama, charset-normalizer, certifi, attrs, annotated-types, aiofiles, tqdm, tifffile, scipy, requests, referencing, python-dateutil, pydantic-core, opencv-python, markdown-it-py, jinja2, importlib-metadata, imageio, httpcore, contourpy, click, anyio, uvicorn, typer, torch, starlette, scikit-image, rich, pydantic, pandas, matplotlib, jsonschema-specifications, huggingface-hub, httpx, xformers, torchvision, tokenizers, jsonschema, gradio-client, fastapi, diffusers, accelerate, transformers, timm, altair, peft, gradio, controlnet-aux, compel
+  DEPRECATION: ffmpy is being installed using the legacy 'setup.py install' method, because it does not have a 'pyproject.toml' and the 'wheel' package is not installed. pip 23.1 will enforce this behaviour change. A possible replacement is to enable the '--use-pep517' option. Discussion can be found at https://github.com/pypa/pip/issues/8559
+  Running setup.py install for ffmpy ... done
+
+
+```