Upgrading to MindSpore 2.9.0 + CANN 9.0.0 on the OrangePi AIpro (20T)

Date: 2026-05-09

The notebook source code for this article is available on GitHub.

Last time we saw how to upgrade the MindSpore 2.4.10 + CANN 8.0.0 pre-included with the Ubuntu 22.04 desktop image for OrangePi AIpro (20T) to MindSpore 2.8.0 + CANN 8.5.0.

MindSpore 2.9.0 + CANN 9.0.0 were released on May 2026 with the following major highlights, among others.

Native support for Ascend 950PR inference-optimized NPUs which the DeepSeek-V4 series LLMs were optimized on
Addition of 2 DeepSeek Sparse Attention (DSA) interfaces under mindspore.ops:
1. mindspore.ops.sparse_flash_attention
2. mindspore.ops.lightning_indexer

This notebook article outlines the process of upgrading from MindSpore 2.8.0 + CANN 8.5.0 on the OrangePi AIpro (20T) development board to the latest MindSpore 2.9.0 + CANN 9.0.0 as of May 2026. We assume you have already replaced Conda from the provided Ubuntu 22.04 desktop image with pyenv for modern, efficient Python virtual environment management.

Uninstalling CANN 8.5.0

The steps to uninstall CANN 8.5.0 should be performed outside of any existing Python virtual environment created by pyenv.

The following uninstallation scripts are provided by CANN 8.5.0 which should be executed with the order given below.

Uninstalll NNAL: /usr/local/Ascend/nnal/atb/latest/scripts/uninstall.sh
Uninstall kernels: /usr/local/Ascend/ascend-toolkit/latest/aarch64-linux/script/ops_uninstall.sh
Uninstall the toolkit library: /usr/local/Ascend/ascend-toolkit/latest/aarch64-linux/script/uninstall.sh

These scripts must be run as root. Furthermore, if the log file /var/log/cann_atb_log/cann_atb_install.log does not already exist, make sure it is created and available as the NNAL uninstallation script expects it at that location.

sudo mkdir -p /var/log/cann_atb_log/
sudo touch /var/log/cann_atb_log/cann_atb_install.log

Now run each uninstallation script with root privileges in order.

sudo /usr/local/Ascend/nnal/atb/latest/scripts/uninstall.sh
sudo /usr/local/Ascend/ascend-toolkit/latest/aarch64-linux/script/ops_uninstall.sh
sudo /usr/local/Ascend/ascend-toolkit/latest/aarch64-linux/script/uninstall.sh

Remember to clear the /usr/local/Ascend/ascend-toolkit directory as well.

sudo rm -rvf /usr/local/Ascend/ascend-toolkit/*

Installing CANN 9.0.0

The steps to install CANN 9.0.0 should be performed outside of any existing Python virtual environment created by pyenv.

Download the following .run installers for ARM64 architecture from the CANN community download page.

Toolkit library: Ascend-cann-toolkit_9.0.0_linux-aarch64.run
Kernels (ops) library for Ascend 310B series NPUs: Ascend-cann-310b-ops_9.0.0_linux-aarch64.run
Neural network accelerator library (NNAL): Ascend-cann-nnal_9.0.0_linux-aarch64.run

from IPython.display import Image

Image(filename='00-install-cann-900.png')

png

Now run each installer with root privileges following the order outlined above. For each set of libraries, answer Y when prompted to accept the Huawei license agreement.

sudo ./Ascend-cann-toolkit_9.0.0_linux-aarch64.run --install
sudo ./Ascend-cann-310b-ops_9.0.0_linux-aarch64.run --install
sudo ./Ascend-cann-nnal_9.0.0_linux-aarch64.run --install

Once the CANN 9.0.0 libraries are installed, ensure your ~/.bashrc includes the following lines which sets the environment variables required to use CANN 9.0.0. Restart your shell to take effect.

source /usr/local/Ascend/cann/set_env.sh
source /usr/local/Ascend/nnal/atb/set_env.sh

Installing MindSpore 2.9.0

The steps to install MindSpore 2.9.0 should be performed within a Python virtual environment created by pyenv. The supported Python versions are Python 3.9 through 3.12. We will use Python 3.12 here as an example.

With CANN 9.0.0 installed and working, let’s go ahead and install MindSpore 2.9.0 and dependent packages. The required packages and associated versions are listed below.

!cat requirements.txt

absl-py==2.4.0
attrs==26.1.0
cloudpickle==3.1.2
decorator==5.2.1
jupyterlab==4.5.7
jupyterlab-git==0.53.0
jupyter-resource-usage==1.2.1
loguru==0.7.3
matplotlib==3.10.9
mindspore==2.9.0
ml-dtypes==0.5.4
msguard==0.0.8
openpyxl==3.1.5
opentelemetry-exporter-otlp-proto-grpc==1.33.1
opentelemetry-exporter-otlp-proto-http==1.33.1
pandas~=2.2
plotly>=5.11.0
pydantic==2.13.4
sympy==1.14.0
tornado==6.5.5

Install them with Pip.

%pip install -r requirements.txt

Requirement already satisfied: absl-py==2.4.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 1)) (2.4.0)
Requirement already satisfied: attrs==26.1.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 2)) (26.1.0)
Requirement already satisfied: cloudpickle==3.1.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 3)) (3.1.2)
Requirement already satisfied: decorator==5.2.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 4)) (5.2.1)
Requirement already satisfied: jupyterlab==4.5.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 5)) (4.5.7)
Requirement already satisfied: jupyterlab-git==0.53.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 6)) (0.53.0)
Requirement already satisfied: jupyter-resource-usage==1.2.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 7)) (1.2.1)
Requirement already satisfied: loguru==0.7.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 8)) (0.7.3)
Requirement already satisfied: matplotlib==3.10.9 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 9)) (3.10.9)
Requirement already satisfied: mindspore==2.9.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 10)) (2.9.0)
Requirement already satisfied: ml-dtypes==0.5.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 11)) (0.5.4)
Requirement already satisfied: msguard==0.0.8 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 12)) (0.0.8)
Requirement already satisfied: openpyxl==3.1.5 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 13)) (3.1.5)
Requirement already satisfied: opentelemetry-exporter-otlp-proto-grpc==1.33.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 14)) (1.33.1)
Requirement already satisfied: opentelemetry-exporter-otlp-proto-http==1.33.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 15)) (1.33.1)
Requirement already satisfied: pandas~=2.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 16)) (2.3.3)
Requirement already satisfied: plotly>=5.11.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 17)) (6.7.0)
Requirement already satisfied: pydantic==2.13.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 18)) (2.13.4)
Requirement already satisfied: sympy==1.14.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 19)) (1.14.0)
Requirement already satisfied: tornado==6.5.5 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from -r requirements.txt (line 20)) (6.5.5)
Requirement already satisfied: async-lru>=1.0.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.3.0)
Requirement already satisfied: httpx<1,>=0.25.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.28.1)
Requirement already satisfied: ipykernel!=6.30.0,>=6.5.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (7.2.0)
Requirement already satisfied: jinja2>=3.0.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.1.6)
Requirement already satisfied: jupyter-core in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (5.9.1)
Requirement already satisfied: jupyter-lsp>=2.0.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.3.1)
Requirement already satisfied: jupyter-server<3,>=2.4.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.18.2)
Requirement already satisfied: jupyterlab-server<3,>=2.28.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.28.0)
Requirement already satisfied: notebook-shim>=0.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.2.4)
Requirement already satisfied: packaging in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (26.2)
Requirement already satisfied: setuptools>=41.1.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (82.0.1)
Requirement already satisfied: traitlets in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab==4.5.7->-r requirements.txt (line 5)) (5.15.0)
Requirement already satisfied: jupyterlab-git-core>=0.52.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (0.53.0)
Requirement already satisfied: prometheus-client in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-resource-usage==1.2.1->-r requirements.txt (line 7)) (0.25.0)
Requirement already satisfied: psutil>=5.6 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-resource-usage==1.2.1->-r requirements.txt (line 7)) (7.2.2)
Requirement already satisfied: pyzmq>=19 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-resource-usage==1.2.1->-r requirements.txt (line 7)) (27.1.0)
Requirement already satisfied: contourpy>=1.0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (1.3.3)
Requirement already satisfied: cycler>=0.10 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (4.62.1)
Requirement already satisfied: kiwisolver>=1.3.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (1.5.0)
Requirement already satisfied: numpy>=1.23 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (1.26.4)
Requirement already satisfied: pillow>=8 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (12.2.0)
Requirement already satisfied: pyparsing>=3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (3.3.2)
Requirement already satisfied: python-dateutil>=2.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from matplotlib==3.10.9->-r requirements.txt (line 9)) (2.9.0.post0)
Requirement already satisfied: protobuf>=3.13.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (5.29.6)
Requirement already satisfied: asttokens>=2.0.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (3.0.1)
Requirement already satisfied: scipy>=1.5.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (1.17.1)
Requirement already satisfied: astunparse>=1.6.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (1.6.3)
Requirement already satisfied: safetensors>=0.4.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (0.7.0)
Requirement already satisfied: dill>=0.3.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from mindspore==2.9.0->-r requirements.txt (line 10)) (0.4.1)
Requirement already satisfied: et-xmlfile in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from openpyxl==3.1.5->-r requirements.txt (line 13)) (2.0.0)
Requirement already satisfied: deprecated>=1.2.6 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.3.1)
Requirement already satisfied: googleapis-common-protos~=1.52 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.75.0)
Requirement already satisfied: grpcio<2.0.0,>=1.63.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.80.0)
Requirement already satisfied: opentelemetry-api~=1.15 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.33.1)
Requirement already satisfied: opentelemetry-exporter-otlp-proto-common==1.33.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.33.1)
Requirement already satisfied: opentelemetry-proto==1.33.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.33.1)
Requirement already satisfied: opentelemetry-sdk~=1.33.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (1.33.1)
Requirement already satisfied: requests~=2.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-exporter-otlp-proto-http==1.33.1->-r requirements.txt (line 15)) (2.33.1)
Requirement already satisfied: annotated-types>=0.6.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pydantic==2.13.4->-r requirements.txt (line 18)) (0.7.0)
Requirement already satisfied: pydantic-core==2.46.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pydantic==2.13.4->-r requirements.txt (line 18)) (2.46.4)
Requirement already satisfied: typing-extensions>=4.14.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pydantic==2.13.4->-r requirements.txt (line 18)) (4.15.0)
Requirement already satisfied: typing-inspection>=0.4.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pydantic==2.13.4->-r requirements.txt (line 18)) (0.4.2)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from sympy==1.14.0->-r requirements.txt (line 19)) (1.3.0)
Requirement already satisfied: pytz>=2020.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pandas~=2.2->-r requirements.txt (line 16)) (2026.2)
Requirement already satisfied: tzdata>=2022.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pandas~=2.2->-r requirements.txt (line 16)) (2026.2)
Requirement already satisfied: narwhals>=1.15.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from plotly>=5.11.0->-r requirements.txt (line 17)) (2.21.0)
Requirement already satisfied: wheel<1.0,>=0.23.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from astunparse>=1.6.3->mindspore==2.9.0->-r requirements.txt (line 10)) (0.47.0)
Requirement already satisfied: six<2.0,>=1.6.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from astunparse>=1.6.3->mindspore==2.9.0->-r requirements.txt (line 10)) (1.17.0)
Requirement already satisfied: wrapt<3,>=1.10 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from deprecated>=1.2.6->opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (2.1.2)
Requirement already satisfied: anyio in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from httpx<1,>=0.25.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (4.13.0)
Requirement already satisfied: certifi in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from httpx<1,>=0.25.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2026.4.22)
Requirement already satisfied: httpcore==1.* in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from httpx<1,>=0.25.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.0.9)
Requirement already satisfied: idna in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from httpx<1,>=0.25.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.13)
Requirement already satisfied: h11>=0.16 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from httpcore==1.*->httpx<1,>=0.25.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.16.0)
Requirement already satisfied: comm>=0.1.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.2.3)
Requirement already satisfied: debugpy>=1.6.5 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.8.20)
Requirement already satisfied: ipython>=7.23.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (9.13.0)
Requirement already satisfied: jupyter-client>=8.8.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (8.8.0)
Requirement already satisfied: matplotlib-inline>=0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.2.2)
Requirement already satisfied: nest-asyncio>=1.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.6.0)
Requirement already satisfied: MarkupSafe>=2.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jinja2>=3.0.3->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.0.3)
Requirement already satisfied: platformdirs>=2.5 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-core->jupyterlab==4.5.7->-r requirements.txt (line 5)) (4.9.6)
Requirement already satisfied: argon2-cffi>=21.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (25.1.0)
Requirement already satisfied: jupyter-events>=0.11.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.12.1)
Requirement already satisfied: jupyter-server-terminals>=0.4.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.5.4)
Requirement already satisfied: nbconvert>=6.4.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (7.17.1)
Requirement already satisfied: nbformat>=5.3.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (5.10.4)
Requirement already satisfied: send2trash>=1.8.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.1.0)
Requirement already satisfied: terminado>=0.8.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.18.1)
Requirement already satisfied: websocket-client>=1.7 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.9.0)
Requirement already satisfied: pexpect in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-git-core>=0.52.0->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (4.9.0)
Requirement already satisfied: nbdime~=4.0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (4.0.4)
Requirement already satisfied: babel>=2.10 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.18.0)
Requirement already satisfied: json5>=0.9.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.14.0)
Requirement already satisfied: jsonschema>=4.18.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (4.26.0)
Requirement already satisfied: importlib-metadata<8.7.0,>=6.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-api~=1.15->opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (8.6.1)
Requirement already satisfied: opentelemetry-semantic-conventions==0.54b1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from opentelemetry-sdk~=1.33.1->opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (0.54b1)
Requirement already satisfied: charset_normalizer<4,>=2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from requests~=2.7->opentelemetry-exporter-otlp-proto-http==1.33.1->-r requirements.txt (line 15)) (3.4.7)
Requirement already satisfied: urllib3<3,>=1.26 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from requests~=2.7->opentelemetry-exporter-otlp-proto-http==1.33.1->-r requirements.txt (line 15)) (2.7.0)
Requirement already satisfied: argon2-cffi-bindings in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from argon2-cffi>=21.1->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (25.1.0)
Requirement already satisfied: zipp>=3.20 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from importlib-metadata<8.7.0,>=6.0->opentelemetry-api~=1.15->opentelemetry-exporter-otlp-proto-grpc==1.33.1->-r requirements.txt (line 14)) (3.23.1)
Requirement already satisfied: ipython-pygments-lexers>=1.0.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.1.1)
Requirement already satisfied: jedi>=0.18.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.20.0)
Requirement already satisfied: prompt_toolkit<3.1.0,>=3.0.41 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.0.52)
Requirement already satisfied: pygments>=2.14.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.20.0)
Requirement already satisfied: stack_data>=0.6.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.6.3)
Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2025.9.1)
Requirement already satisfied: referencing>=0.28.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.37.0)
Requirement already satisfied: rpds-py>=0.25.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema>=4.18.0->jupyterlab-server<3,>=2.28.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.30.0)
Requirement already satisfied: python-json-logger>=2.0.4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (4.1.0)
Requirement already satisfied: pyyaml>=5.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (6.0.3)
Requirement already satisfied: rfc3339-validator in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.1.4)
Requirement already satisfied: rfc3986-validator>=0.1.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.1.1)
Requirement already satisfied: beautifulsoup4 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (4.14.3)
Requirement already satisfied: bleach!=5.0.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from bleach[css]!=5.0.0->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (6.3.0)
Requirement already satisfied: defusedxml in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.7.1)
Requirement already satisfied: jupyterlab-pygments in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.3.0)
Requirement already satisfied: mistune<4,>=2.0.3 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.2.1)
Requirement already satisfied: nbclient>=0.5.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.10.4)
Requirement already satisfied: pandocfilters>=1.4.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.5.1)
Requirement already satisfied: colorama in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbdime~=4.0.1->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (0.4.6)
Requirement already satisfied: gitpython!=2.1.4,!=2.1.5,!=2.1.6 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbdime~=4.0.1->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (3.1.50)
Requirement already satisfied: fastjsonschema>=2.15 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from nbformat>=5.3.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.21.2)
Requirement already satisfied: ptyprocess>=0.5 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from pexpect->jupyterlab-git-core>=0.52.0->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (0.7.0)
Requirement already satisfied: webencodings in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from bleach!=5.0.0->bleach[css]!=5.0.0->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.5.1)
Requirement already satisfied: tinycss2<1.5,>=1.1.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from bleach[css]!=5.0.0->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.4.0)
Requirement already satisfied: gitdb<5,>=4.0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from gitpython!=2.1.4,!=2.1.5,!=2.1.6->nbdime~=4.0.1->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (4.0.12)
Requirement already satisfied: parso<0.9.0,>=0.8.6 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jedi>=0.18.2->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.8.7)
Requirement already satisfied: fqdn in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.5.1)
Requirement already satisfied: isoduration in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (20.11.0)
Requirement already satisfied: jsonpointer>1.13 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.1.1)
Requirement already satisfied: rfc3987-syntax>=1.1.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.1.0)
Requirement already satisfied: uri-template in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.3.0)
Requirement already satisfied: webcolors>=24.6.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (25.10.0)
Requirement already satisfied: wcwidth in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from prompt_toolkit<3.1.0,>=3.0.41->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.7.0)
Requirement already satisfied: executing>=1.2.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from stack_data>=0.6.0->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.2.1)
Requirement already satisfied: pure-eval in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from stack_data>=0.6.0->ipython>=7.23.1->ipykernel!=6.30.0,>=6.5.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (0.2.3)
Requirement already satisfied: cffi>=1.0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from argon2-cffi-bindings->argon2-cffi>=21.1->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.0.0)
Requirement already satisfied: soupsieve>=1.6.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from beautifulsoup4->nbconvert>=6.4.4->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (2.8.3)
Requirement already satisfied: pycparser in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi>=21.1->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (3.0)
Requirement already satisfied: smmap<6,>=3.0.1 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from gitdb<5,>=4.0.1->gitpython!=2.1.4,!=2.1.5,!=2.1.6->nbdime~=4.0.1->jupyterlab-git-core[nbdime]>=0.52.0->jupyterlab-git==0.53.0->-r requirements.txt (line 6)) (5.0.3)
Requirement already satisfied: lark>=1.2.2 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from rfc3987-syntax>=1.1.0->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.3.1)
Requirement already satisfied: arrow>=0.15.0 in /home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages (from isoduration->jsonschema[format-nongpl]>=4.18.0->jupyter-events>=0.11.0->jupyter-server<3,>=2.4.0->jupyterlab==4.5.7->-r requirements.txt (line 5)) (1.4.0)

[1m[[0m[34;49mnotice[0m[1;39;49m][0m[39;49m A new release of pip is available: [0m[31;49m25.0.1[0m[39;49m -> [0m[32;49m26.1[0m
[1m[[0m[34;49mnotice[0m[1;39;49m][0m[39;49m To update, run: [0m[32;49mpython -m pip install --upgrade pip[0m
Note: you may need to restart the kernel to use updated packages.

Now run the verification script below to confirm that MindSpore 2.9.0 is installed successfully. We use mindspore.set_device in place of mindspore.set_context since the latter is deprecated and will be removed in a future version of MindSpore.

import mindspore

mindspore.set_device(device_target='Ascend')
mindspore.run_check()

/usr/local/Ascend/cann-9.0.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:223: SyntaxWarning: invalid escape sequence '\B'
  Return BN\BH SCH Result
/usr/local/Ascend/cann-9.0.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:146: SyntaxWarning: invalid escape sequence '\c'
  2. In forward, tiling would not split c1 and c0, find c1\c0 based on t2.
/usr/local/Ascend/cann-9.0.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:172: SyntaxWarning: invalid escape sequence '\c'
  1. Forward: tiling would not split c1\c0\h0, find c1\c0\h1\h0 based on t2
/home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero.
  setattr(self, word, getattr(machar, word).flat[0])
/home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero.
  return self._float_to_str(self.smallest_subnormal)
/home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  setattr(self, word, getattr(machar, word).flat[0])
/home/HwHiAiUser/.pyenv/versions/3.12.13/envs/orangepiaipro-20t/lib/python3.12/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
  return self._float_to_str(self.smallest_subnormal)


MindSpore version:  2.9.0
The result of multiplication calculation is correct, MindSpore has been installed on platform [Ascend] successfully!

We can safely ignore any warnings generated as long as there are no lines starting with [ERROR] or [CRITICAL], in which case kindly consult the Ascend forum for assistance. Usually, absent any hardware issues, such error messages are caused by overly restrictive permissions in the CANN-related directories which can be fixed by relaxing the directory permissions appropriately.

The expected output from a successful MindSpore 2.9.0 installation is repeated below.

MindSpore version: 2.9.0
The result of multiplication calculation is correct, MindSpore has been installed on platform [Ascend] successfully!

Concluding remarks and going further

We saw in this article how to install and use the latest versions of MindSpore and CANN on the OrangePi AIpro (20T) development board.

I hope you enjoyed following through this article as much as I did writing it and stay tuned for updates ;-)

Subscribe:

Return to homepage