Cambricon’s MLU chips aren’t just processors — they’re China’s answer to scalable, efficient AI acceleration across cloud, edge, and data center environments.
This instructor-led training guides engineers and AI developers through the Cambricon stack: from deep learning model deployment to performance optimization on MLU hardware.
Courses are delivered either as online live training via interactive remote desktop, or onsite in Kelowna, where hands-on labs mirror the AI challenges Cambricon is built to solve.
Whether you're scaling up an AI lab or future-proofing a data center team, onsite sessions can take place at your facility in Kelowna or in a NobleProg training center designed for immersive technical learning.
Also referred to as Cambricon AI, MLU accelerator, or Machine Learning Unit, this training supports teams building AI infrastructure beyond the conventional GPU path.
NobleProg – Your Local Training Provider
Kelowna - Landmark
1631 Dickson Avenue, Kelowna, Canada
Described as Kelowna’s most prestigious business location, Landmark compromises of six office towers in a campus-style complex. Take advantage of close proximity to Highway 97 with on-site parking and local bus routes within a three-minute walk.
Spark creativity during the workday, with floor to ceiling windows looking out over the city below. When you need a break, take a stroll to Parkinson’s Recreation Centre, or entertain visitors at the many restaurants and bars nearby.
Kelowna - The Innovation Centre
460 Doyle Ave, Kelowna, Canada
Inspiring, dynamic and inviting, The Innovation Center is your new working home. Welcome to a different kind of working in Kelowna. The Innovation Center is the city’s first foray into flexible workspace, and makes creating an inspiring environment the priority. Based inside the one-of-a-kind Okanagan Centre for Innovation, this dynamic office environment offers more than just four walls and a desk. Instead, professionals and entrepreneurs will find a choice of spaces, from impressive meeting rooms to collaborative desks and laptop charge points. This highly convenient and incredibly well equipped modern working hub is sure to become your new go-to place for productivity. Located in Kelowna’s vibrant downtown area, it’s near popular local eateries such as nearby Blenz Coffee and Dawett Fine Indian Cuisine.
Whether you’re using the site’s super-fast Wi-Fi connection or getting that extra bit of help from the friendly administrative support staff, Innovation Centre pushes you to achieve more in business. The building itself is a partnership between the local government and a group of technology executives who joined forces to accelerate the tech industry in in Kelowna. They’ve created an incredible location, which is immediately connected to the wider area via a pair of convenient bus stops. What’s more, its central position places it next to some of the city’s most enticing venues, such as Kelowna Yacht Club, the tranquil Kasugai Gardens and Stuart Park. Alternatively, those in need of a bit of inspiration shouldn’t miss the Okanagan Military Museum and Okanagan Regional Library - Kelowna Branch – ideal places to top up your creativity.
Ascend, Biren, and Cambricon are leading AI hardware platforms in China, each offering unique acceleration and profiling tools for production-scale AI workloads.
This instructor-led, live training (online or onsite) is aimed at advanced-level AI infrastructure and performance engineers who wish to optimize model inference and training workflows across multiple Chinese AI chip platforms.
By the end of this training, participants will be able to:
Benchmark models on Ascend, Biren, and Cambricon platforms.
Identify system bottlenecks and memory/compute inefficiencies.
Apply graph-level, kernel-level, and operator-level optimizations.
Tune deployment pipelines to improve throughput and latency.
Format of the Course
Interactive lecture and discussion.
Hands-on use of profiling and optimization tools on each platform.
Guided exercises focused on practical tuning scenarios.
Course Customization Options
To request a customized training for this course based on your performance environment or model type, please contact us to arrange.
Chinese GPU architectures such as Huawei Ascend, Biren, and Cambricon MLUs offer CUDA alternatives tailored for local AI and HPC markets.
This instructor-led, live training (online or onsite) is aimed at advanced-level GPU programmers and infrastructure specialists who wish to migrate and optimize existing CUDA applications for deployment on Chinese hardware platforms.
By the end of this training, participants will be able to:
Evaluate compatibility of existing CUDA workloads with Chinese chip alternatives.
Port CUDA codebases to Huawei CANN, Biren SDK, and Cambricon BANGPy environments.
Compare performance and identify optimization points across platforms.
Address practical challenges in cross-architecture support and deployment.
Format of the Course
Interactive lecture and discussion.
Hands-on code translation and performance comparison labs.
Guided exercises focused on multi-GPU adaptation strategies.
Course Customization Options
To request a customized training for this course based on your platform or CUDA project, please contact us to arrange.
Cambricon MLUs (Machine Learning Units) are specialized AI chips optimized for inference and training in edge and datacenter scenarios.
This instructor-led, live training (online or onsite) is aimed at intermediate-level developers who wish to build and deploy AI models using the BANGPy framework and Neuware SDK on Cambricon MLU hardware.
By the end of this training, participants will be able to:
Set up and configure the BANGPy and Neuware development environments.
Develop and optimize Python- and C++-based models for Cambricon MLUs.
Deploy models to edge and data center devices running Neuware runtime.
Integrate ML workflows with MLU-specific acceleration features.
Format of the Course
Interactive lecture and discussion.
Hands-on use of BANGPy and Neuware for development and deployment.
Guided exercises focused on optimization, integration, and testing.
Course Customization Options
To request a customized training for this course based on your Cambricon device model or use case, please contact us to arrange.
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