Tuesday, December 26, 2023

How to Install Torch With Cuda in GPU Windows

How to install Torch With Cuda in GPU Windows

To know previous version of pytorch = https://pytorch.org/get-started/previous-versions/ 

(jupyter) F:\PYTHON\jupyter>pip install torch==2.1.1 torchvision==0.16.1 torchaudio==2.1.1 --index-url https://download.pytorch.org/whl/cu121

Looking in indexes: https://download.pytorch.org/whl/cu121

Collecting torch==2.1.1

  Downloading https://download.pytorch.org/whl/cu121/torch-2.1.1%2Bcu121-cp311-cp311-win_amd64.whl (2473.9 MB)

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Collecting torchvision==0.16.1

  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.1%2Bcu121-cp311-cp311-win_amd64.whl (5.6 MB)

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Collecting torchaudio==2.1.1

  Downloading https://download.pytorch.org/whl/cu121/torchaudio-2.1.1%2Bcu121-cp311-cp311-win_amd64.whl (4.0 MB)

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Requirement already satisfied: filelock in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (3.13.1)

Requirement already satisfied: typing-extensions in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (4.5.0)

Requirement already satisfied: sympy in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (1.12)

Requirement already satisfied: networkx in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (3.2.1)

Requirement already satisfied: jinja2 in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (3.1.2)

Requirement already satisfied: fsspec in f:\python\jupyter\lib\site-packages (from torch==2.1.1) (2023.12.2)

Requirement already satisfied: numpy in f:\python\jupyter\lib\site-packages (from torchvision==0.16.1) (1.23.5)

Requirement already satisfied: requests in f:\python\jupyter\lib\site-packages (from torchvision==0.16.1) (2.31.0)

Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in f:\python\jupyter\lib\site-packages (from torchvision==0.16.1) (10.1.0)

Requirement already satisfied: MarkupSafe>=2.0 in f:\python\jupyter\lib\site-packages (from jinja2->torch==2.1.1) (2.1.3)

Requirement already satisfied: charset-normalizer<4,>=2 in f:\python\jupyter\lib\site-packages (from requests->torchvision==0.16.1) (3.3.2)

Requirement already satisfied: idna<4,>=2.5 in f:\python\jupyter\lib\site-packages (from requests->torchvision==0.16.1) (3.6)

Requirement already satisfied: urllib3<3,>=1.21.1 in f:\python\jupyter\lib\site-packages (from requests->torchvision==0.16.1) (2.1.0)

Requirement already satisfied: certifi>=2017.4.17 in f:\python\jupyter\lib\site-packages (from requests->torchvision==0.16.1) (2023.11.17)

Requirement already satisfied: mpmath>=0.19 in f:\python\jupyter\lib\site-packages (from sympy->torch==2.1.1) (1.3.0)

Installing collected packages: torch, torchvision, torchaudio

  Attempting uninstall: torch

    Found existing installation: torch 2.1.2

    Uninstalling torch-2.1.2:

      Successfully uninstalled torch-2.1.2

Successfully installed torch-2.1.1+cu121 torchaudio-2.1.1+cu121 torchvision-0.16.1+cu121


(jupyter) F:\PYTHON\jupyter>python -c "import torch; print(torch.rand(2,3).cuda())"

tensor([[0.2774, 0.4768, 0.9545],

        [0.7738, 0.6247, 0.4539]], device='cuda:0')


(jupyter) F:\PYTHON\jupyter>python -c "import torch; print(torch.cuda.device_count())"

1






Saturday, December 23, 2023

How to Install Jupyter Notebook on Windows 11 2024

How to Install Jupyter Notebook on Windows 11 2024

Microsoft Windows [Version 10.0.22621.2861]
(c) Microsoft Corporation. All rights reserved.
C:\Users\dell>F:
F:\>cd PYTHON/jupyter
F:\PYTHON\jupyter>python --version
Python 3.11.3
F:\PYTHON\jupyter>python -m venv ./
F:\PYTHON\jupyter>F:\PYTHON\jupyter\Scripts\activate.bat
(jupyter) F:\PYTHON\jupyter>python -m pip install --upgrade pip
Requirement already satisfied: pip in f:\python\jupyter\lib\site-packages (22.3.1)
Collecting pip
  Downloading pip-23.3.2-py3-none-any.whl (2.1 MB)
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Installing collected packages: pip
  Attempting uninstall: pip
    Found existing installation: pip 22.3.1
    Uninstalling pip-22.3.1:
      Successfully uninstalled pip-22.3.1
Successfully installed pip-23.3.2
(jupyter) F:\PYTHON\jupyter>pip install jupyter
Collecting jupyter
  Downloading jupyter-1.0.0-py2.py3-none-any.whl (2.7 kB)
Collecting notebook (from jupyter)
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Collecting qtconsole (from jupyter)
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Collecting nbconvert (from jupyter)
  Downloading nbconvert-7.13.1-py3-none-any.whl.metadata (7.7 kB)
Collecting ipykernel (from jupyter)
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Collecting ipywidgets (from jupyter)
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Collecting comm>=0.1.1 (from ipykernel->jupyter)
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Collecting ipython>=7.23.1 (from ipykernel->jupyter)
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Collecting jupyter-core!=5.0.*,>=4.12 (from ipykernel->jupyter)
  Downloading jupyter_core-5.5.1-py3-none-any.whl.metadata (3.4 kB)
Collecting matplotlib-inline>=0.1 (from ipykernel->jupyter)
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Collecting packaging (from ipykernel->jupyter)
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Collecting psutil (from ipykernel->jupyter)
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Collecting pyzmq>=20 (from ipykernel->jupyter)
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Collecting traitlets>=5.4.0 (from ipykernel->jupyter)
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Collecting bleach!=5.0.0 (from nbconvert->jupyter)
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Collecting argon2-cffi (from jupyter-server<3,>=2.4.0->notebook->jupyter)
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Collecting prometheus-client (from jupyter-server<3,>=2.4.0->notebook->jupyter)
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Collecting terminado>=0.8.3 (from jupyter-server<3,>=2.4.0->notebook->jupyter)
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Collecting websocket-client (from jupyter-server<3,>=2.4.0->notebook->jupyter)
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Collecting async-lru>=1.0.0 (from jupyterlab<5,>=4.0.2->notebook->jupyter)
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Collecting jupyter-lsp>=2.0.0 (from jupyterlab<5,>=4.0.2->notebook->jupyter)
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Collecting babel>=2.10 (from jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting json5>=0.9.0 (from jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting jsonschema>=4.18.0 (from jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting requests>=2.31 (from jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting idna>=2.8 (from anyio>=3.1.0->jupyter-server<3,>=2.4.0->notebook->jupyter)
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Collecting attrs>=22.2.0 (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting jsonschema-specifications>=2023.03.6 (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.22.1->notebook->jupyter)
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Collecting python-json-logger>=2.0.4 (from jupyter-events>=0.9.0->jupyter-server<3,>=2.4.0->notebook->jupyter)
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Downloading types_python_dateutil-2.8.19.14-py3-none-any.whl (9.4 kB)
Installing collected packages: webencodings, wcwidth, types-python-dateutil, pywin32, pure-eval, json5, fastjsonschema, widgetsnbextension, websocket-client, webcolors, urllib3, uri-template, traitlets, tornado, tinycss2, soupsieve, sniffio, six, send2trash, rpds-py, rfc3986-validator, pyzmq, pyyaml, pywinpty, python-json-logger, pygments, pycparser, psutil, prompt-toolkit, prometheus-client, platformdirs, parso, pandocfilters, packaging, overrides, nest-asyncio, mistune, markupsafe, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, idna, fqdn, executing, defusedxml, decorator, debugpy, colorama, charset-normalizer, certifi, babel, attrs, async-lru, terminado, rfc3339-validator, requests, referencing, qtpy, python-dateutil, matplotlib-inline, jupyter-core, jinja2, jedi, comm, cffi, bleach, beautifulsoup4, asttokens, anyio, stack-data, jupyter-server-terminals, jupyter-client, jsonschema-specifications, arrow, argon2-cffi-bindings, jsonschema, isoduration, ipython, argon2-cffi, nbformat, ipywidgets, ipykernel, qtconsole, nbclient, jupyter-events, jupyter-console, nbconvert, jupyter-server, notebook-shim, jupyterlab-server, jupyter-lsp, jupyterlab, notebook, jupyter
Successfully installed anyio-4.2.0 argon2-cffi-23.1.0 argon2-cffi-bindings-21.2.0 arrow-1.3.0 asttokens-2.4.1 async-lru-2.0.4 attrs-23.1.0 babel-2.14.0 beautifulsoup4-4.12.2 bleach-6.1.0 certifi-2023.11.17 cffi-1.16.0 charset-normalizer-3.3.2 colorama-0.4.6 comm-0.2.0 debugpy-1.8.0 decorator-5.1.1 defusedxml-0.7.1 executing-2.0.1 fastjsonschema-2.19.0 fqdn-1.5.1 idna-3.6 ipykernel-6.27.1 ipython-8.19.0 ipywidgets-8.1.1 isoduration-20.11.0 jedi-0.19.1 jinja2-3.1.2 json5-0.9.14 jsonpointer-2.4 jsonschema-4.20.0 jsonschema-specifications-2023.11.2 jupyter-1.0.0 jupyter-client-8.6.0 jupyter-console-6.6.3 jupyter-core-5.5.1 jupyter-events-0.9.0 jupyter-lsp-2.2.1 jupyter-server-2.12.1 jupyter-server-terminals-0.5.0 jupyterlab-4.0.9 jupyterlab-pygments-0.3.0 jupyterlab-server-2.25.2 jupyterlab-widgets-3.0.9 markupsafe-2.1.3 matplotlib-inline-0.1.6 mistune-3.0.2 nbclient-0.9.0 nbconvert-7.13.1 nbformat-5.9.2 nest-asyncio-1.5.8 notebook-7.0.6 notebook-shim-0.2.3 overrides-7.4.0 packaging-23.2 pandocfilters-1.5.0 parso-0.8.3 platformdirs-4.1.0 prometheus-client-0.19.0 prompt-toolkit-3.0.43 psutil-5.9.7 pure-eval-0.2.2 pycparser-2.21 pygments-2.17.2 python-dateutil-2.8.2 python-json-logger-2.0.7 pywin32-306 pywinpty-2.0.12 pyyaml-6.0.1 pyzmq-25.1.2 qtconsole-5.5.1 qtpy-2.4.1 referencing-0.32.0 requests-2.31.0 rfc3339-validator-0.1.4 rfc3986-validator-0.1.1 rpds-py-0.15.2 send2trash-1.8.2 six-1.16.0 sniffio-1.3.0 soupsieve-2.5 stack-data-0.6.3 terminado-0.18.0 tinycss2-1.2.1 tornado-6.4 traitlets-5.14.0 types-python-dateutil-2.8.19.14 uri-template-1.3.0 urllib3-2.1.0 wcwidth-0.2.12 webcolors-1.13 webencodings-0.5.1 websocket-client-1.7.0 widgetsnbextension-4.0.9
(jupyter) F:\PYTHON\jupyter>jupyter notebook
[I 2023-12-24 05:39:29.958 ServerApp] Extension package jupyter_lsp took 0.2852s to import
[W 2023-12-24 05:39:29.958 ServerApp] A `_jupyter_server_extension_points` function was not found in jupyter_lsp. Instead, a `_jupyter_server_extension_paths` function was found and will be used for now. This function name will be deprecated in future releases of Jupyter Server.
[I 2023-12-24 05:39:30.177 ServerApp] Extension package jupyter_server_terminals took 0.2166s to import
[W 2023-12-24 05:39:30.628 ServerApp] A `_jupyter_server_extension_points` function was not found in notebook_shim. Instead, a `_jupyter_server_extension_paths` function was found and will be used for now. This function name will be deprecated in future releases of Jupyter Server.
[I 2023-12-24 05:39:30.628 ServerApp] jupyter_lsp | extension was successfully linked.
[I 2023-12-24 05:39:30.642 ServerApp] jupyter_server_terminals | extension was successfully linked.
[I 2023-12-24 05:39:30.669 ServerApp] jupyterlab | extension was successfully linked.
[I 2023-12-24 05:39:30.689 ServerApp] notebook | extension was successfully linked.
[I 2023-12-24 05:39:30.702 ServerApp] Writing Jupyter server cookie secret to C:\Users\dell\AppData\Roaming\jupyter\runtime\jupyter_cookie_secret
[I 2023-12-24 05:39:31.706 ServerApp] notebook_shim | extension was successfully linked.
[I 2023-12-24 05:39:31.776 ServerApp] notebook_shim | extension was successfully loaded.
[I 2023-12-24 05:39:31.780 ServerApp] jupyter_lsp | extension was successfully loaded.
[I 2023-12-24 05:39:31.784 ServerApp] jupyter_server_terminals | extension was successfully loaded.
[I 2023-12-24 05:39:31.788 LabApp] JupyterLab extension loaded from F:\PYTHON\jupyter\Lib\site-packages\jupyterlab
[I 2023-12-24 05:39:31.788 LabApp] JupyterLab application directory is F:\PYTHON\jupyter\share\jupyter\lab
[I 2023-12-24 05:39:31.792 LabApp] Extension Manager is 'pypi'.
[I 2023-12-24 05:39:31.797 ServerApp] jupyterlab | extension was successfully loaded.
[I 2023-12-24 05:39:31.808 ServerApp] notebook | extension was successfully loaded.
[I 2023-12-24 05:39:31.812 ServerApp] Serving notebooks from local directory: F:\PYTHON\jupyter
[I 2023-12-24 05:39:31.812 ServerApp] Jupyter Server 2.12.1 is running at:
[I 2023-12-24 05:39:31.812 ServerApp] http://localhost:8888/tree?token=f3937ea4392f0bb833dea086303f57fc1551a9ae645c02a8
[I 2023-12-24 05:39:31.812 ServerApp]     http://127.0.0.1:8888/tree?token=f3937ea4392f0bb833dea086303f57fc1551a9ae645c02a8
[I 2023-12-24 05:39:31.812 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[C 2023-12-24 05:39:31.962 ServerApp]
    To access the server, open this file in a browser:
        file:///C:/Users/dell/AppData/Roaming/jupyter/runtime/jpserver-17016-open.html
    Or copy and paste one of these URLs:
        http://localhost:8888/tree?token=f3937ea4392f0bb833dea086303f57fc1551a9ae645c02a8
        http://127.0.0.1:8888/tree?token=f3937ea4392f0bb833dea086303f57fc1551a9ae645c02a8
[I 2023-12-24 05:39:32.045 ServerApp] Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, python-lsp-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server
0.00s - Debugger warning: It seems that frozen modules are being used, which may
0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off
0.00s - to python to disable frozen modules.
0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.
[I 2023-12-24 05:40:22.529 ServerApp] Creating new notebook in
[I 2023-12-24 05:40:22.670 ServerApp] Writing notebook-signing key to C:\Users\dell\AppData\Roaming\jupyter\notebook_secret
[I 2023-12-24 05:40:36.427 ServerApp] Kernel started: 8613a08b-be38-4888-9cbf-2cd149f0f508
0.00s - Debugger warning: It seems that frozen modules are being used, which may
0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off
0.00s - to python to disable frozen modules.
0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.
[I 2023-12-24 05:40:38.047 ServerApp] Connecting to kernel 8613a08b-be38-4888-9cbf-2cd149f0f508.
[I

How to Install Jupyter Notebook on Windows 11 2024

- create env
- pip install jupyter
- start "jupyter notebook"