Intel® Software Development Tools for Artificial Intelligence (Webinar)

Contribution List

2. Intel’s Support for Artificial Intelligence (AI)

17/11/2020, 09:15

Morning Session

• Intel’s Hardware and Software directions for Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL)
• Hardware Accelerated Deep Learning instructions and implementations, DL Boost, VNNI instructions
• oneAPI Tools Framework delivering Intel AI development tools

3. Performance optimized Python

17/11/2020, 10:30

Morning Session

• Python Demos with focus on Classical Machine Learning examples and algorithms
• Data Analysis and preparation with Modin -- a new library designed to accelerate Pandas by automatically distributing the computation across all of system's available CPUs

4. Performance optimization

17/11/2020, 13:00

Afternoon Session

• Performance optimized Frameworks solutions from Intel Tensorflow, Caffe, Pytorch, and others
• Performance acceleration with Intel MKL and Intel MKL-DNN for Deep Neural Network

5. Accelerate Training and Inference of Distributed solutions on HPC (MPI) environments using Xeon (x86)

17/11/2020, 16:00

Afternoon Session

• Distributed Tensorflow with Horovod
• Distributed Machine Learning with Daal4py

Back to the event