GPU Profiling | Polar Signals

Maximize GPU Efficiency

Introducing Continuous Profiling for GPUs. Get Performance Insights Over Time

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Introducing Continuous Profiling for GPUs

Maximize GPU Efficiency: Visualize, Analyze, and Optimize with Precision.

Polar Signals Continuous Profiling for GPUs extends our industry-leading continuous profiling platform to provide deep, always-on visibility into your GPU workloads.

Now you can see exactly how your GPUs are being utilized millisecond by millisecond. Our solution helps you move from guesswork to data-driven optimization.

Upon Request

Optimize GPU Performance by profiling GPU workloads

Get the right metrics to maximize GPU utilization

See at a glance when a GPU is not utilized the way you expect using high resolution GPU hardware metrics.

Correlate CPU Usage with CPU strips

Understand down to the nanoseconds when the CPU was active and when not.

Visualize with flamecharts

If the GPU wasn't fully utilized, what was the CPU doing that wasn't making the GPU do work?

Frequently asked questions

What exactly is Continuous Profiling for GPUs?

With Continuous Profiling for GPUs you can understand GPU usage in production via multiple metrics, correlate CPU usage with CPU strips, and finally visualise the CPU time spent with flame charts to find out what your CPU is busy with and keeping the GPU waiting.

Do I have to deploy it on Kubernetes?

No, you don't have to use Kubernetes or even containers. The Polar Signals Agent needs Linux (x86 or ARM) and the Polar Signals GPU Metrics Agent needs Linux and NVIDIA drivers.

What metrics can the GPU profiler measure?

Right now, the GPU metrics agent collects the following metrics (more can be added).

GPU Utilization
GPU Memory Utilization
GPU Power Usage

Which type of GPUs can be currently profiled?

The Continuous Profiler for GPUs supports profiling GPU workloads running on NVIDIA GPUs. If you are interested in us adding more accelerators, such as AMD, Intel, Apple GPUs, or TPUs, please reach out to us.

Get Started

Empower your development team to optimize GPU performance by implementing continuous GPU profiling.

Schedule a demo