Katowice

Centrum Szkoleniowe Moniuszki 7, Moniuszki 7, Katowice, Poland, 40-004

The training room is located in the heart of Katowice. Its attractive location in the city center guarantees easy access for all participants. The main railway station is just 500 meters away from our venue, and bus and tram stops are only 100 meters away. Additionally, it has excellent connections to the outbound route towards the A4 motorway to Krakow - Wroclaw and Pyrzowice Airport, making it an ideal venue for participants arriving from various parts of Poland and abroad.

Częstochowa

Częstochowa Industrial and Technological Park, Wały Dwernickiego 117/121, Częstochowa, Poland, 42-202

The training room, located in a convenient location near the city center, in the Tysiąclecia district. Its close proximity to the PKP railway station and the PKS bus station makes it exceptionally convenient for all participants traveling by both train and bus. Additionally, the room is equipped with air conditioning, Wi-Fi internet, a projector, a built-in screen, a flipchart, and an audio mixer, providing conducive conditions for effective training delivery and participant comfort.

Bielsko-Biała

ZIAD, Armii Krajowej 220, Bielsko Biała, Poland, 43-316

NobleProg training rooms in Bielsko-Biała are located in the ZIAD building on the ground floor (Zakład Informatyki, Automatyki i Doskonalenia Zawodowego (on Aleja Armii Krajowej 220 a. ZIAD buildings are located at the foot of the Szyndzielnia slope.) The building has a ramp for disabled people From the bus station, go to the Warszawska Dworzec station, north (on the same side as the bus station) Bus number 8 in the direction of Szyndzielnia goes about 22 minutes (9 stops). The target stop is the Home Army ZIAD, which I am located 400 meters from the ZIAD training room, in the same way, you can get to ZIAD from the Bielsko Biała Główna railway station.

Gliwice

Zwycięstwa 10, Gliwice, Poland, 44-100

The entrance to the facility is located on Dolnych Wałów Street. The rooms are situated in the center of Gliwice, just a 2-minute walk from the market square and 5 minutes from the train station. Access from the bus station is possible by bus lines number: 187, 702, 692. There is also an option for parking at a paid parking lot on the main street.

Explore Our Courses

Performance Optimization on Ascend, Biren, and Cambricon

 21 Hours

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.
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Migrating CUDA Applications to Chinese GPU Architectures

 21 Hours

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.
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Cambricon MLU Development with BANGPy and Neuware

 21 Hours

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.
Read more...

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