Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan.

Learn more about this test at the upstream project site: https://github.com/nihui/waifu2x-ncnn-vulkan.

This application test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 20 October 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark waifu2x-ncnn.

This test has an average install time of 1 second and an average run-time of 1 minute, 48 seconds.

Yes57.4%No42.6%TAA Option PopularityOpenBenchmarking.org

Revision History

pts/waifu2x-ncnn-1.0.0   [View Source]   20 Oct 2020 14:06 EDT
Initial commit Waifu2x-NCNN Vulkan.

Suites Using This Test

NVIDIA GPU Compute

Vulkan Compute

Performance Metrics

Analyze Test Configuration:

Waifu2x-NCNN Vulkan 20200818

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.org metrics for this test profile configuration based on 269 public samples since 20 October 2020 with the latest data as of 30 November 2020.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

OpenBenchmarking.orgDistribution Of Public Results - Scale: 2x - Denoise: 3 - TAA: Yes269 Results Range From 3 To 293 Seconds32037547188105122139156173190207224241258275292309306090120150

Based on OpenBenchmarking.org data, the selected test / test configuration (Waifu2x-NCNN Vulkan 20200818 - Scale: 2x - Denoise: 3 - TAA: Yes) has an average run-time of 3 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkScale: 2x - Denoise: 3 - TAA: YesRun-Time3691215Min: 1 / Avg: 2.37 / Max: 10

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsScale: 2x - Denoise: 3 - TAA: YesDeviation246810Min: 0 / Avg: 0.23 / Max: 2

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