Using GPUs for training models in the cloud
GPUs can accelerate the training process for deep learning models for tasks like image classification, video analysis, and natural language processing.
Using TPUs to train your model
TPUs are Google's custom-developed ASICs used to accelerate machine learning workloads. You can run your training jobs on AI Platform Training, using Cloud TPU.
What makes TPUs fine tuned for deep learning?
Learn about the computational requirements of deep learning and how CPU, GPU, and TPUs handle the task.
Deep Learning VM
Deep Learning VM images are optimized for data science and machine learning tasks. They come with key ML frameworks and tools pre-installed, and work with GPUs.
AI Platform Deep Learning Containers
AI Platform Deep Learning Containers are performance-optimized, consistent environments to help you prototype and implement workflows quickly. They work with GPUs.