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Training Cluster

Training Cluster enables the creation of a dedicated environment with a predefined allocation of RAM, CPU, and GPU resources. The pricing for the Training Cluster is fixed, unaffected by the actual usage percentage of the allocated resources. Additionally, creating deployments within the Training Cluster incurs no extra charges.

Create Training Cluster​

  • To create a new Training Cluster, click the CREATE CLUSTER button under Training Cluster.

Cluster Create

To Launch TIR Cluster​

  • Enter the desired Cluster Name, and Select the Cluster Configuration by choosing the appropriate machine type with the required CPU, GPU, and an available plan for TIR Cluster.

Cluster Configuration

  • On this page, you can view the details of the selected plan. Depending on whether you choose an Hourly-Based Plan or a Committed Plan, the summary section will display the corresponding details and associated costs and then click on CREATE.

Cluster Configuration

To Launch Training Cluster In Private Cluster​

  • Enter the desired Cluster Name, and Select the Cluster Configuration by choosing the private Cluster.

Training Cluster in Private Cluster Configuration

  • If you don't have Private Cluster then click on Click here and then click on CREATE to launch a Private Cluster

Create Private Cluster Configuration

  • On this page, you can view the details of the selected plan. Depending on whether you choose an Hourly-Based Plan or a Committed Plan, the summary section will display the corresponding details and associated costs and then click on NEXT.

Create Private Cluster Configuration

  • Enter the desired Cluster Name, and Select the Node Count and then select the Node Configuration and then select the plan and then click on LAUNCH button.

Create Private Cluster Configuration

  • Now select the Private Cluster and then select the Plan and if the resources is not available then click on request otherwise select the plan and then click on CREATE.

Create Private Cluster Configuration

Manage Training Cluster​

Overview​

  • You can view the details of the selected Training Cluster, including the Cluster Name, Number of Nodes, Plan Name, and the Cluster Node Configuration, which displays the count of GPUs, CPUs, and RAM allocated within the cluster.

Training Cluster Overview

Monitoring​

You can view the Disk Usage and Memory Usage for the selected Node within the Training Cluster. Additionally, the following metrics are also available: GPU Utilization, GPU Temperature, CPU Utilization, Memory Utilization, Disk Total Read Bytes, and Disk Total Write Bytes.

Training Cluster Monitoring 1