Use Cases Deploying and managing a complex ML system at scale Experimentation with training an ML model End to end hybrid and multi-cloud ML workloads Tuning the model hyperpara...
Progressive Resizing Progressive Resizing When fast.ai and its team of students won the DAWNBench competition in 2018, one of the most important innovations was something very...
Chapter 6: High-level API in TensorFlow Chapter 6: High-level API in TensorFlow The high-level API in TensorFlow mainly refers to tensorflow.keras.models . This chapter introd...
Overview of Kubeflow Fairing Out of date Beta Getting started What is Kubeflow Fairing? Next steps Overview of Kubeflow Fairing Build, train, and deploy your ML training j...
HFTrainer Example Training tasks Methods HFTrainer Trains a new Hugging Face Transformer model using the Trainer framework. Example The following shows a simple example ...
End-to-end Kubeflow on GCP Introductions Overview of GCP and GKE The model and the data The overall workflow Set up your environment Download the project files Set up your GCP...
Running Tensorflow on Alluxio-FUSE Overview Prerequisites Setting up Alluxio POSIX API Examples: Image Recognition Preparing training data Run image recognition test Examples...
Running Tensorflow on Alluxio-FUSE Overview Prerequisites Setting up Alluxio POSIX API Examples: Image Recognition Preparing training data Run image recognition test Examples...
Running Tensorflow on Alluxio-FUSE Overview Prerequisites Setting up Alluxio POSIX API Examples: Image Recognition Preparing training data Run image recognition test Examples...
Running Tensorflow on Alluxio-FUSE Overview Prerequisites Setting up Alluxio POSIX API Examples: Image Recognition Preparing training data Run image recognition test Examples...