Posts

PyTorch DistributedDataParallel Example In Azure ML - Multi-Node Multi-GPU Distributed Training

In this post, we will discuss how to leverage PyTorch’s DistributedDataParallel (DDP) implementation to run distributed training in Azure Machine Learning using Python SDK. There is a number of steps...

3 Ways To Check If Resource Exists In Azure Bicep

Azure Bicep and ARM templates are designed to be idempotent, this means that running a template multiple times should result in the same end state of the resources. However, there...

Storage Account SAS Tokens, Access Keys, And Connection Strings In Azure Bicep

Storage account (Azure Storage) is one of the core services in Azure. It is widely used by customers as well as other Azure services behind the scenes. Storage account comprises...

How To Copy Certificates and Secrets Between Key Vaults - Azure Bicep

Certificates and secrets are often necessary for correct functioning of an application or service. In cases, when the application/service is distributed across multiple regions or geos, we might need an...

Access Policies In Key Vault Using Azure Bicep - How To Create New, Keep Existing, Managed Identity

In this post, we will discuss key vault access policies in detail, i.e. what it is, what is it for, its schema, how to deploy, and some solutions to common...

Get URL & ID Of Key Vault And KV Secret In Azure Bicep - With Examples

In this short post, we discuss how to access URL and ID properties of a key vault or a key vault secret and then optionally return it in the template...

Key Vault & Secrets Management With Azure Bicep - Create, Reference, Output Examples

Key Vault is one of the core Azure services which comes in handy in many software solutions. It is the preferred service to manage secrets, certificates, and keys in the...

Locks In Azure Bicep - On Resource(s), Resource Group, Subscription

Protecting production resources from an accidental deletion or modification can sometimes be a very important thing to do. This is where locks in Azure come in handy. Lock in Azure...

Nested Loops In Azure Bicep - 4 Use Cases, For-Loop, Solutions & Workarounds

Loops are one of the fundamental programming constructs which are common in many programming languages. However, Azure Bicep loops are a bit limited, and there could be some challenges in...

How To Pass Arrays and Numbers As @secure() Parameters - Azure Bicep

In ARM templates and Azure Bicep, only two types can be secure: string and object, their respective ARM template types are secureString and secureObject. In most cases, it is enough,...