Unfortunately though, if you like to download ti, you'll need to register through NVIDIA's Omniverse client. The Marbles RTX demo technically is not a demo but a showcase to test and try. It's now available via the omniverse design platform. The Perl bindings are provided via CPAN and the Python bindings via PyPI.NVIDIA has released a working demo of what was something spectacular to see last year, the Marbles RTX demo. These bindings expose the same features as the C-based interface and also provide backwards compatibility. NVML API Reference ManualĪ set of officially supported Perl and Python bindings are available for NVML. The NVIDIA Management Library can be downloaded as part of the GPU Deployment Kit.

Persistence mode: Control whether the NVIDIA driver stays loaded when no active clients are connected to the GPU.Īpplications using NVML: nvidia-smi, Ganglia plugin, and many third party tools.

Compute mode: Control whether compute processes can run on the GPU and whether they run exclusively or concurrently with other compute processes.

ECC reset: Clear single and double bit ECC error counts.

Identification: Various dynamic and static information is reported, including board serial numbers, PCI device ids, VBIOS/Inforom version numbers and product names.

Power management: For supported products, the current board power draw and power limits are reported.

Temperature and fan speed: The current core GPU temperature is reported, along with fan speeds for non-passive products.

Clocks and PState: Max and current clock rates are reported for several important clock domains, as well as the current GPU performance state.

Active compute process: The list of active processes running on the GPU is reported, along with the corresponding process name/id and allocated GPU memory.

GPU utilization: Current utilization rates are reported for both the compute resources of the GPU and the memory interface.

Error counts are provided for both the current boot cycle and for the lifetime of the GPU.

ECC error counts: Both correctable single bit and detectable double bit errors are reported.

Each new version of NVML is backwards compatible and is intended to be a platform for building 3 rd party applications. The runtime version of NVML ships with the NVIDIA display driver, and the SDK provides the appropriate header, stub libraries and sample applications. It provides a direct access to the queries and commands exposed via nvidia-smi. A C-based API for monitoring and managing various states of the NVIDIA GPU devices.

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