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GTC On-Demand

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Abstract:
We'll discuss best practices for using TensorFlow effectively in a distributed manner. Machine learning models are only getting bigger and require more compute to train. We will explain how to use TensorFlow's new distribution strategy to get easy high-performance training with Keras models (and custom models) on multi-GPU setups as well as multi-node training on clusters with accelerators.
We'll discuss best practices for using TensorFlow effectively in a distributed manner. Machine learning models are only getting bigger and require more compute to train. We will explain how to use TensorFlow's new distribution strategy to get easy high-performance training with Keras models (and custom models) on multi-GPU setups as well as multi-node training on clusters with accelerators.  Back
 
Topics:
Deep Learning and AI Frameworks, Accelerated Data Science
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9497
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Abstract:
New to ML? Want to get started using TensorFlow together with GPUs? We will cover how you should use TensorFlow APIs to define and train your models, and discuss best practices for distributing the training workloads to multiple GPUs. We will also look at why GPUs are so great for machine learning workloads. This talk is appropriate for beginners who want to learn what TensorFlow can do.
New to ML? Want to get started using TensorFlow together with GPUs? We will cover how you should use TensorFlow APIs to define and train your models, and discuss best practices for distributing the training workloads to multiple GPUs. We will also look at why GPUs are so great for machine learning workloads. This talk is appropriate for beginners who want to learn what TensorFlow can do.  Back
 
Topics:
AI and DL Research
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9517
Streaming:
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