Miscellaneous Benchmarks

This section looks at some of the other commonly used benchmarks representative of the performance of specific real-world applications.

3D Rendering - CINEBENCH R15

We use CINEBENCH R15 for 3D rendering evaluation. The program provides three benchmark modes - OpenGL, single threaded and multi-threaded. Evaluation of different PC configurations in all three modes provided us the following results.

3D Rendering - CINEBENCH R15 - Single Thread

3D Rendering - CINEBENCH R15 - Multiple Threads

3D Rendering - CINEBENCH R15 - OpenGL

The gulf in the single-threaded score can be attributed to the actively-cooled version sustaining boost clocks for longer than the fanless version.

x265 Benchmark

Next up, we have some video encoding benchmarks using x265 v2.8. The appropriate encoder executable is chosen based on the supported CPU features. In the first case, we encode 600 1080p YUV 4:2:0 frames into a 1080p30 HEVC Main-profile compatible video stream at 1 Mbps and record the average number of frames encoded per second.

Video Encoding - x265 - 1080p

Our second test case is 1200 4K YUV 4:2:0 frames getting encoded into a 4Kp60 HEVC Main10-profile video stream at 35 Mbps. The encoding FPS is recorded.

Video Encoding - x265 - 4K 10-bit

Here, we see the versions stacked much closer to each other - these results pretty much conform to what we see further down in the thermal stress section.

7-Zip

7-Zip is a very effective and efficient compression program, often beating out OpenCL accelerated commercial programs in benchmarks even while using just the CPU power. 7-Zip has a benchmarking program that provides tons of details regarding the underlying CPU's efficiency. In this subsection, we are interested in the compression and decompression rates when utilizing all the available threads for the LZMA algorithm.

7-Zip LZMA Compression Benchmark

7-Zip LZMA Decompression Benchmark

The performance numbers for both benchmarks are close to each other, and within the range of run-to-run variance.

Cryptography Benchmarks

Cryptography has become an indispensable part of our interaction with computing systems. Almost all modern systems have some sort of hardware-acceleration for making cryptographic operations faster and more power efficient. In this sub-section, we look at two different real-world applications that may make use of this acceleration.

BitLocker is a Windows features that encrypts entire disk volumes. While drives that offer encryption capabilities are dealt with using that feature, most legacy systems and external drives have to use the host system implementation. Windows has no direct benchmark for BitLocker. However, we cooked up a BitLocker operation sequence to determine the adeptness of the system at handling BitLocker operations. We start off with a 2.5GB RAM drive in which a 2GB VHD (virtual hard disk) is created. This VHD is then mounted, and BitLocker is enabled on the volume. Once the BitLocker encryption process gets done, BitLocker is disabled. This triggers a decryption process. The times taken to complete the encryption and decryption are recorded. This process is repeated 25 times, and the average of the last 20 iterations is graphed below.

BitLocker Encryption Benchmark

BitLocker Decryption Benchmark

Creation of secure archives is best done through the use of AES-256 as the encryption method while password protecting ZIP files. We re-use the benchmark mode of 7-Zip to determine the AES256-CBC encryption and decryption rates using pure software as well as AES-NI. Note that the 7-Zip benchmark uses a 48KB buffer for this purpose.

7-Zip AES256-CBC Encryption Benchmark

7-Zip AES256-CBC Decryption Benchmark

Yet another cryptography application is secure network communication. OpenSSL can take advantage of the acceleration provided by the host system to make operations faster. It also has a benchmark mode that can use varying buffer sizes. We recorded the processing rate for a 8KB buffer using the hardware-accelerated AES256-CBC-HAC-SHA1 feature.

OpenSSL Encryption Benchmark

OpenSSL Decryption Benchmark

All of the above performance numbers for the standard kit and the Turing version are within the range of run-to-run variance, as expected.

Agisoft Photoscan

Agisoft PhotoScan is a commercial program that converts 2D images into 3D point maps, meshes and textures. The program designers sent us a command line version in order to evaluate the efficiency of various systems that go under our review scanner. The command line version has two benchmark modes, one using the CPU and the other using both the CPU and GPU (via OpenCL). We present the results from our evaluation using the CPU mode only. The benchmark (v1.3) takes 84 photographs and does four stages of computation:

  • Stage 1: Align Photographs (capable of OpenCL acceleration)
  • Stage 2: Build Point Cloud (capable of OpenCL acceleration)
  • Stage 3: Build Mesh
  • Stage 4: Build Textures

We record the time taken for each stage. Since various elements of the software are single threaded, and others multithreaded, it is interesting to record the effects of CPU generations, speeds, number of cores, and DRAM parameters using this software.

Agisoft PhotoScan Benchmark - Stage 1

Agisoft PhotoScan Benchmark - Stage 2

Agisoft PhotoScan Benchmark - Stage 3

Agisoft PhotoScan Benchmark - Stage 4

There are variances from stage to stage - however, the overall time taken is similar for both versions.

Dolphin Emulator

Wrapping up our application benchmark numbers is the new Dolphin Emulator (v5) benchmark mode results. This is again a test of the CPU capabilities.

Dolphin Emulator Benchmark

The standard kit completes the benchmark with slightly higher scores, but it is not a significant performance gulf.

BAPCo and UL Benchmarks HTPC Aspects
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  • Oxford Guy - Monday, October 26, 2020 - link

    Fanless, not fabless. Apple’s ‘auto-defect’ at its finest.
  • eastcoast_pete - Monday, October 26, 2020 - link

    Google's Gboard is no slouch at those, either. Smart keyboards can be so dumb sometimes (:
  • Spunjji - Wednesday, October 28, 2020 - link

    You should check out monsterlabo - they'd had fanless CPU+GPU options available commercially for a while now, and The Beast looks like it will provide as much cooling as anyone could reasonably need.
  • BushLin - Monday, October 26, 2020 - link

    Every Akasa cooling product I've encountered has performed worse than stock so kudos to them for not stinking the place out with this particular product.
  • Flunk - Tuesday, October 27, 2020 - link

    Considering it's an entirely custom, fanless cooled case for a NUC. This thing is surprisingly affordable. There are a lot of commercial and industrial applications for a case like this.
  • asfletch - Tuesday, October 27, 2020 - link

    Good to see fanless tech getting some attention. I'm one of those fussy tinnitus sufferers, and the silent PC I just built for myself is making me very happy.

    However, my case (Streacom FC8a) is also 2.7kg net, yet it is coping fine with a 65w Core i5, even in high Australian ambient temps. Same weight and seemingly awkward form factor for the Akasa makes me appreciate mine even more.
  • Spunjji - Wednesday, October 28, 2020 - link

    Those Streacom cases are excellent. One day I'd like to build an APU-based system in the DB4, maybe once AMD get around to sliding RDNA 2 into a DDR5-based system.
  • asfletch - Wednesday, October 28, 2020 - link

    Yeah I was keen to use Ryzen 4650G but couldn't find one in my neck of the woods. Maybe next upgrade in a few years when the integrated graphics are even more impressive.

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