Elena Giarratano

Data Reply IT

I'm a mathematical engineer graduated at "Politecnico di Milano". I work as Data Scientist at Data Reply IT and my focuses are deep learning algorithms and neural nets. My work is focused on realtime analytics and predictive algorithms. I'm experienced on realtime streaming video face recognition nets.

Speeches di Elena Giarratano

Distributed training of the Inception deep learning architecture through Spark and Deeplearning4j

Deep architectures enable us to reach unbelievable accuracy values, but what's the cost in terms of computational effort and time? Find out the structure of the Inception architecture, feeding the state of the art of the best algorithms of image processing, and how Spark and DL4J can efficiently train complex neural nets by distributing operations over multiple GPUs. Convoluted models requires massive data processing, so speed really matters. We’ll show how faster hardware, optimized code, and data parallelism empower developers to tackle the problem.

Lingua speech: Italian


Sensors and Data Acquisition, Machine Learning and Artificial Intelligence, Algorithms

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