NVIDIA Corporation

Guide DOCA Management programming for BlueField and ConnectX devices. Set up management contexts, query capabilities, change device settings, and investigate errors, using installed reference samples and checks before and after changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Querying BlueField device capabilities in a fleet tool
• Changing data-direct settings for a virtual function
• Setting ICM quotas for devices or representors

Prepare an environment for evaluating speech recognition on clinical terms. Checks the API key and Python dependencies, then tests NVIDIA's hosted services by generating speech from one synthetic sentence and transcribing it before the next stage.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a clinical speech recognition evaluation
• Checking API access from a fresh environment
• Testing speech synthesis and transcription together

Develop DOCA Rivermax applications that receive timing-sensitive video, audio, and other data over IP networks. Get guidance on receive stream setup, device capability checks, and troubleshooting errors or missing receive events.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Set up an SMPTE ST 2110 receive stream
• Investigate a stream that receives no frames
• Check supported clock and packet placement options

Build custom emulated PCIe devices that a host recognizes as peripherals while BlueField DPU code handles their operation. Get guidance on DOCA sub-library selection, capability checks, setup within an installed environment, and debugging device visibility or driver binding.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Expose a custom PCIe device to a host
• Choose PCI Generic, virtio-net, or virtio-fs
• Investigate missing devices or driver binding failures

Capture and decode execution traces from BlueField DPA workloads to inspect kernel events, synchronization, and communication timing. Choose capture modes, adjust file limits and recording overhead, and diagnose empty traces or decoding failures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate incorrect results from a DPA kernel
• Inspect delays between kernel entry and communication
• Adjust capture modes and overhead

Use pcc_counters.sh to arm and read fixed congestion-control diagnostic counters on ConnectX or BlueField devices. Capture CNP, RTT, and WRED-drop readings, and investigate invalid device paths, empty output, or counters that remain at zero.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reading CNP, RTT, and WRED-drop diagnostic counters
• Investigating counters that remain at zero
• Resolving Bad Device errors or empty counter output

Build and troubleshoot data transfers with DOCA RDMA, which accesses remote memory over a network adapter. Start from installed samples, choose connection methods and permissions, check device capabilities, and investigate missing completions or queue errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building data transfers between processes or hosts
• Diagnosing permission errors in remote reads and writes
• Investigating missing completions or queue saturation

Deploy and troubleshoot a CollectX telemetry collector on a host or BlueField. Connect sources of device metrics, configure outputs such as Prometheus or Fluent Bit, and verify that collected measurements reach their downstream destination.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Set up a collector with Prometheus output
• Add a source of device counters
• Investigate missing collected data

Build and debug the shared foundations of DOCA applications on BlueField or ConnectX hardware. Get guidance on device capabilities, memory buffers, context lifecycles, task completion processing, and separate logging controls for the SDK and application.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up the foundations of a DOCA application
• Investigating tasks that submit but never complete
• Sharing memory buffers across DOCA libraries

Analyze live or captured DOCA Flow pipelines to guide changes to rule placement, table sizing, and hardware offloading. The skill helps interpret snapshots, compare measurements before and after changes, and investigate missing or inconsistent tuning results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Capture counters from a live Flow pipeline
• Investigate slow rule installation
• Review table sizing recommendations

Build and run a benchmark for RDMA WRITE, a direct memory transfer initiated by a CUDA kernel. Check GPU and network adapter pairing, interpret timing columns, and assess median latency, p99, and timing variation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Measure GPU-initiated RDMA WRITE latency
• Assess p99 latency and jitter for a control loop
• Compare results before and after hardware tuning

Guides initial BlueField-4 setup through its BMC, the hardware management controller. Covers OS installation methods, firmware updates, post-install checks, and troubleshooting, with action-specific confirmation and maintenance safeguards for changes that can disrupt or damage the device.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Install an OS on a new BlueField-4 through its BMC
• Choose HTTP Boot, PXE, or Redfish Virtual Media
• Update firmware and verify activation

Inspect which devices, libraries, and capabilities DOCA recognizes on a host using a read-only command-line tool. Narrow results to a PCIe address and capture a capability snapshot for installation checks or troubleshooting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check whether DOCA recognizes a BlueField device
• List DOCA libraries available on the current OS
• Inspect capabilities for a specific PCIe address

Build packet steering rules, which direct network traffic by matching its properties, with DOCA Flow on NVIDIA NICs or DPUs. Adapt shipped samples, validate rules against installed APIs and hardware capabilities, and investigate counters or runtime errors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Route traffic matching address and port conditions
• Bring up Flow ports
• Validate rules before programming hardware

Load and configure a custom congestion control algorithm on a BlueField DPU from the host. The skill guides port attachment, capability checks, and troubleshooting when loading fails or the algorithm has no effect on RoCE traffic.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Load a custom algorithm onto a BlueField port
• Check device and firmware support for custom PCC
• Diagnose algorithm loading errors

Build and troubleshoot custom plug-ins for workloads that doca-bench cannot measure with its built-in modes. Use the shipped CUDA example to guide shared-library construction, check loading and version compatibility, and verify a small test before larger runs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking whether a workload needs a custom extension
• Building a GPU benchmark plug-in from the shipped example
• Diagnosing a custom shared library that will not load

Deploy and tune DOCA's supplied ZTR RTTCC algorithm on BlueField-3 to adjust RoCE-v2 traffic under congestion. Get guidance on sample integration, build-time variants, parameter changes, and diagnosing cases where the loaded algorithm appears inactive.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Integrating ZTR RTTCC into the supplied DOCA PCC sample
• Choosing a multipath or other build-time variant
• Investigating inactive congestion control or parameter failures

Run and supervise DOCA applications directly on an x86 host or BlueField Arm hardware. Covers process launch, hardware resource assignment, isolation between workloads, and troubleshooting application failures or BlueField recovery problems.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Launching a DOCA application directly on hardware
• Investigating systemd restart loops
• Assigning CPU and device resources to multiple workloads

Guides AES-GCM encryption and decryption development with DOCA on BlueField or ConnectX hardware. Covers supported key sizes, buffer permissions, published test vectors, and authentication tags, which detect altered data, including how to handle verification failures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking device support for AES-GCM key sizes
• Configuring encryption and decryption buffer permissions
• Testing encryption and decryption with published vectors

Run DOCA service containers on BlueField using YAML deployment files and standalone kubelet, the agent that starts containers. Check service readiness and troubleshoot startup failures, image downloads, missing mounts, and repeated restarts.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting a DOCA service container on BlueField
• Investigating image download failures or restart loops
• Checking whether a running container's service is ready

Generate molecular predictions from a CSV of SMILES strings, a text notation for molecular structures, using a finetuned KERMT model. Validate inputs, clean data, compute molecular features, and return predictions with execution logs and a replay command.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Predict targets for molecules listed in a SMILES CSV
• Check whether a saved model is suitable for inference
• Reuse prepared data for another prediction run

Run DeepStream's Multi-View 3D Tracking reference application on bundled samples or synchronized MP4 recordings. The skill guides setup, camera calibration integration, annotated and bird's-eye visualizations, saved video outputs, Kafka tracking metadata checks, and run cleanup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Run the bundled four-camera or twelve-camera sample
• Run 3D tracking on synchronized custom MP4 recordings
• Generate camera calibration through AutoMagicCalib

Prepare the KERMT environment by checking Docker and GPU access, building the local container image when needed, and testing whether PyTorch detects GPUs inside it. Report the image details and detected GPU count before other KERMT workflows begin.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up KERMT on a new machine
• Checking GPU access inside a container
• Building the KERMT image for the first time

Port quantum circuits from Qiskit or other frameworks into CUDA-Q while preserving the original algorithm. Guides gate conversion, measurement ordering, precision checks, and small test comparisons to produce code that runs without the source framework.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Porting Qiskit circuits to CUDA-Q
• Comparing measurement results after migration
• Removing source framework dependencies