Managing visual updates

A device comprising:

• one or more processors to:
• obtain, during a first period of time and at a first frequency, a first set of data generated during an execution of a model;
• determine that the first frequency is less than or equal to a threshold frequency associated with updating a display of a visual representation of the execution of the model,
• the threshold frequency being based on an ability to perceive changes to a visual representation;
• perform, during the first period of time and based on the first frequency being less than or equal to the threshold frequency, a synchronous update of the display of the visual representation using the first set of data;
• obtain, during a second period of time and at a second frequency, a second set of data generated during the execution of the model;
• determine that the second frequency is greater than the threshold frequency;
• and
• perform, during the second period of time and based on the second frequency being greater than the threshold frequency, an asynchronous update of the visual representation,
• when performing the asynchronous update of the visual representation, the one or more processors being to:
• buffer the second set of data in a memory, and
• update the display of the visual representation at a third frequency using the buffered second set of data.

A method comprising:

• obtaining, at a first time, first data generated during an execution of a model,
• the obtaining the first data being performed by a computing device;
• generating a visual representation of the execution of the model based on the first data,
• the generating the visual representation being performed by the computing device;
• providing the visual representation for display,
• the providing being performed by the computing device;
• obtaining, at a second time, second data generated during the execution of the model,
• the obtaining the second data being performed by the computing device;
• determining that an amount of time between first time and the second time is less than a threshold amount of time associated with updating a display of the visual representation,
• the threshold amount of time being based on an ability to perceive changes to the visual representation, and
• the determining that the amount of time between the first time and the second time being less than the threshold amount of time being performed by the computing device;
• storing the second data in a memory based on the amount of time between first time and the second time is less than the threshold amount of time,
• the storing the second data being performed by the computing device;
• obtaining, at a third time, third data generated during the execution of the model,
• the obtaining the third data being performed by the computing device;
• determining that the second data is stored in the memory,
• the determining that the second data is stored in the memory being performed by the computing device;
• storing the third data in the memory based on the second data being stored in the memory,
• the storing the third data in the memory being performed by the computing device;
• determining, based on the first time, whether a fixed amount of time has elapsed,
• the determining that the fixed amount of time has elapsed being performed by the computing device;
• and
• causing the display of the visual representation to be updated based on the second data when the fixed amount of time has elapsed since obtaining the first data,
• causing the display of the visual representation to be updated being performed by the computing device.