sagemaker_client.create_endpoint_config(EndpointConfigName=endpoint_config_name,ExecutionRoleArn=role,ProductionVariants=[{"VariantName":variant_name,"InstanceType":instance_type,"InitialInstanceCount":initial_instance_count,"ModelDataDownloadTimeoutInSeconds":model_data_download_timeo...
MetricComparisonComputation MinimumLabelType MissingDataConfiguration NegativeValueConfiguration NestedFilter NullValueFormatConfiguration NumberDisplayFormatConfiguration NumberFormatConfiguration NumericalAggregationFunction NumericalDimensionField NumericalMeasureField NumericAxisOptions NumericEqualityDrill...
All MethodsStatic MethodsInstance MethodsConcrete Methods Modifier and TypeMethod and Description staticComparisonOperatorTypefromValue(Stringvalue) Use this in place of valueOf. StringtoString() staticComparisonOperatorTypevalueOf(Stringname) Returns the enum constant of this type with the specified ...
We can also check the inference time for the model, for example, by running 1,000 inference requests programmatically and calculating the average response time. On average, we see our BERT model responds in around 30 milliseconds, and coming back to our BORT comparison exampl...
K8s manifests that deploys the application are applied to Amazon EKS clusters that comprises that target environment. For comparison purposes, two deployments are created; one that points to the image without CRaC checkpoint files where the application is started from scratch, and the other deploymen...
AutoAlarm-<Namespace>-<MetricName>-<ComparisonOperator>-<Period>-<EvaluationPeriods>-<Statistic>-<Description> Where: Namespaceis the CloudWatch Alarms namespace for the metric. For AWS provided EC2 metrics, this isAWS/EC2. For CloudWatch agent provided metrics, this is CWAgent by default. You...
number of on-demand instances can run perAWS account per region. This number is known as the instance limit. In Amazon EC2, on-demand instance limits are managed in terms of the number of virtual central processing units (vCPUs) that these instances are using, regardless of instance ...
This NGC on AWS Virtual Machines documentation explains how to set up an NVIDIA AMI on Amazon EC2 services, and also provides release notes for each version of the NVIDIA image.
an Amazon RDS Reserved Instance, a newdatabaseinstance must first be created, similar to how it's done for using an on-demand instance. The new DB instance must match the Reserved Instance in all these aspects: AWS Region; DB engine; DB instance type and size; edition; and license type...
In addition to a 20% instance price savings, by deploying on AWS Graviton3-based C7g instances ClickHouse has seen query latency (processing time) reduced by 26% and throughput performance increased by 32%. This comparison is over equally configured 3rd generatio...