Category: Python
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The notebook source code for this experiment is available on GitHub. Open Neural Network Exchange (ONNX) is an open format built to represent machine learning models. It is used by popular deep learning frameworks such as MindSpore, PyTorch and TensorFlow to export machine learning models trained by these frameworks into the portable, unified and vendor-neutral ONNX format.…
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The notebook source code for this article is available on: GitCode, GitHub MindSpore is an open source deep learning framework lead by Huawei and the MindSpore community. It is optimized for performing model training and inference tasks on Huawei’s Ascend series processors (NPUs), though it supports NVIDIA GPUs and CPU-only environments as well. It provides a compelling…
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OrangePi AIpro (20T) is a development board under the Orange Pi brand owned by Xunlong Software and released in 2024. It features 4 CPU cores plus a neural processing unit (NPU) based on Huawei’s Ascend technology capable of running modern AI/ML workloads. The embedded NPU is capable of performing 20 TOPS or trillion operations per second. I…
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The source code for this lab exercise is available on GitHub. Continuous integration (CI) is the practice of building software from source and performing unit and integration tests in an automated fashion whenever source code changes are committed to a repository, while continuous deployment (CD) goes a step further by automatically…
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Consider the following component in my personal website responsible for serving static web assets from an OSS bucket to users. subPath may contain zero or more path components. The bucket donaldsebleung-assets is mounted under /mnt/donaldsebleung-assets/ in the container filesystem within the function assets, which appends the request path subPath to the mount point in order to fetch the…