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Python class

UtilizationStats

UtilizationStats

class max.diagnostics.gpu.UtilizationStats(gpu_usage_percent, memory_activity_percent)

GPU compute and memory activity utilization percentages.

This class captures the current utilization levels of a GPU’s compute units and memory subsystem, providing insights into how effectively the GPU resources are being utilized during workload execution.

Parameters:

  • gpu_usage_percent (int)
  • memory_activity_percent (int | None)

gpu_usage_percent

gpu_usage_percent: int

Current GPU compute utilization as a percentage (0-100).

memory_activity_percent

memory_activity_percent: int | None

Memory controller activity percentage, if available from the GPU vendor.