Method get_gpu_details

codecarbon/core/gpu.py:108–138

Get all GPUs instantaneous metrics >>> get_gpu_details() [ { "name": "Tesla V100-SXM2-16GB", "uuid": "GPU-4e817856-1fb8-192a-7ab7-0e0e4476c184", "free_memory": 16945381376, "total_memory": 16945512448,

(self)

            return []

    def get_gpu_details(self) -> List:
        """Get all GPUs instantaneous metrics
        >>> get_gpu_details()
        [
            {
                "name": "Tesla V100-SXM2-16GB",
                "uuid": "GPU-4e817856-1fb8-192a-7ab7-0e0e4476c184",
                "free_memory": 16945381376,
                "total_memory": 16945512448,
                "used_memory": 131072,
                "temperature": 28,
                "total_energy_consumption":2000,
                "power_usage": 42159,
                "power_limit": 300000,
                "gpu_utilization": 0,
                "compute_mode": 0,
                "compute_processes": [],
                "graphics_processes": [],
            }
        ]
        """
        try:
            devices_info = []
            for i in range(self.device_count):
                gpu_device = self.devices[i]
                devices_info.append(gpu_device.get_gpu_details())
            return devices_info

        except Exception:
            logger.warning("Failed to retrieve gpu information", exc_info=True)
            return []

    def get_delta(self, last_duration: Time) -> List:
        """Get difference since last time this function was called