Rangle's Angular Training Book About Rangle’s Angular Training Book Rangle's Angular Training Book Over the last three and a half years, Angular has become the leading opens...
Distributed and parallel training Parallel DataParallel.reset [source] class ParallelTrainer [source] Learner.to_parallel [source] Learner.detach_parallel [source] Le...
Model visualization Training history visualization Model visualization Keras provides utility functions to plot a Keras model (using graphviz ). This will plot a graph of the...
Running Tensorflow on Alluxio-FUSE Overview Prerequisites Setting up Alluxio POSIX API Examples: Image Recognition Preparing training data Run image recognition test Examples...
What is early stopping? Early Stopping w/ Parallel Wrapper API AutoencoderScoreCalculator ClassificationScoreCalculator DataSetLossCalculator DataSetLossCalculatorCG ROCScore...
ElasticDL Overall Design Architecture Distributed Training ElasticDL Overall Design Architecture ElasticDL uses the master-worker architecture. The master node plays the ma...
Alex’s CIFAR-10 tutorial, Caffe style Prepare the Dataset The Model Training and Testing the “Quick” Model Why train on a GPU? Alex’s CIFAR-10 tutorial, Caffe style Alex Kr...
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...