TWiGCP — “PyTorch on GCP, developer-friendlier GKE, and numerous in-depth how-to’s”
“Introducing PyTorch across Google Cloud” (Google blog). Taking the PyTorch 1.0 Preview release to GCE Deep Learning VM Images, TensorBoard, Kubeflow, and Cloud TPUs.
“A developer onramp to Kubernetes with GKE” (Google blog). It all starts with developers — lowering the barrier to entry with better UX, improved documentation, and an open source tool for exposing single-host Kubernetes cluster services.
tfjs-vis, a browser based visualization library for TensorFlow.js (github.com)
From the “GCP + partners = user goodness” department:
- Build it like you MEAN it with MongoDB Atlas on GCP (Google blog)
- Your cloud destination for mission critical SAP workloads (Google blog)
From the “demystifying hybrid cloud and GCP disaster recovery” department:
- Google Cloud CTO talks Cloud Services Platform hybrid play (searchcloudcomputing.techtarget.com)
- Network controls in GCP vs. on-premises: Not so different after all (Google blog)
- Designing and implementing your disaster recovery plan using GCP (Google blog)
From the “how-to and deeper dive — BigQuery & AutoML edition” department :
- Is that a device driver, golf driver, or taxi driver? Building custom translation models with AutoML Translate (Google blog)
- How to transfer BigQuery tables between locations with Cloud Composer (Google blog)
- BigQuery and surrogate keys: a practical approach (Google blog)
From the “how-to and deeper dive — Cloud Native edition” department :
- Health checking gRPC servers on Kubernetes (kubernetes.io)
- Secrets in Serverless (sethvargo.com)
- Kubernetes Engine Network Overview (Google Documentation)
- Knative what’s that now? (medium.com)
From the “Beta, GA, or what?” department :
- [GA] Cloud SDK 219.0.1
- [GA] BigQuery GENERATE_UUID function (create a distinct ID for each row without needing to partition/sort your data)
- [GA] NVIDIA® Tesla® P4
- [GA] Cloud Dataflow workers with private IP addresses
From the “all things multimedia” department :
- GCP Podcast Episode #149 — Deep Learning Research in Africa with Yabebal Fantaye & Jessica Phalafala (gcppodcast.com)
- Kubernetes Podcast Episode #23 — Continuous Integration and Continuous Delivery, with Andrew Philips and Lars Wander (kubernetespodcast.com)
- Getting Started with TensorFlow.js (youtube.com)
This week’s picture is taken from the GKE for developers blog post :
That is all for this week!
-Alexis
