State-of-the-art models are rapidly increasing in size and complexity. These models can be difficult to train because of cost, time, and skill sets required to optimize memory and compute. Amazon SageMaker Training Compiler is a DL compiler that accelerates model training by up to 50% through optimizations that use memory and compute resources on GPUs more efficiently, helping you spend less time and fewer resources on model training.
In this session, you’ll learn about compiler technologies such as operator fusion and how SageMaker Training Compiler can be used to accelerate your training jobs.
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