Model Designs

1. Create Design
2. Build Design
3. What is Advance Node Configuration?
4. Delete Design

Create Design

1. Proceed to Model Designs page by selecting Model Building from parent dashboard or from quick shift dropdown from header

2. Click on the Create New Design button.

3. Enter the required data like Model Name, Description. Choose the desired framework and click on Create Design.

4. You will be redirected to a canvas page where you will see the chosen framework nodes on the left side.
5. Now, simply drag-and-drop the nodes onto the canvas, enter the node configuration and connect the nodes as per the model design requirements.
6. Use Save Design option, to save the model design once you are done with the configuration.
   To build and save the design at once, use the Build & Save option.

7. Along with the Save, the following options are available:
Option
Description
Export
This is used to export model design as code with multiple configurations including jupyter notebook and python script.
Build Model
This option is used to only build model design (with full framework checks) and see if there are any configuration or framework specific errors. This utilizes greater resources and time. Model building without job is restricted to specific resource limits, for large model designs use Model Build Job.
Quick Build
This option is used to build model design but without using excessive resources and time, if there are any errors it will be displayed on the canvas, if not model statistics will be returned to quick build results.
Submit Build Job
This option is used for large models that require more resources and time. If there are any errors in model configuration, it will be displayed on build job page.

Build Design

• Once the model design flow is ready, you can build it to validate it and identify the errors using Build Model.
• There are multiple ways in which you can build the model design.
1. Quick build: This helps to refine AI models with unprecedented speed, efficiency and quickly validate model designs and identify any errors without the need for extensive hardware resources and in a lesser amount of time. If the model design is built successfully it also returns model statistics which can be viewed by pressing the Quick Build Results button.
2. Build: Using the normal build option, you can validate the model in depth using framework specific build code which requires higher hardware resources and more time consumption. This option also has a hard limit on size of model design, for larger models please shift to submitting a model build job.

• Click on the Bug icon to get the appropriate error analysis in a dedicated view.

Note:

The complex models which are heavy in terms of parameters, cannot be built using this feature. Submit a Model Build Job for such designs.

Advance Node Configuration

Delete Design

• There are two ways to delete an existing design.
• Proceed to the Model Designs page, select the design you want to delete → go to Actions → Delete

• Proceed to the Model Designs page, open the design you want to delete → go to Actions → Delete

Note:
• You can delete only one design at a time.
• Delete is a dependent action. You will receive dependency errors while deleting a design. If any model job is attached to the design, you will have to first delete that job and then only you will be able to delete the design.