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Get results from demanding workflows in less time
with the new HP Z8 Fury G5 Workstation Desktop PC
Compared to a Lenovo ThinkStation P620 Tower Workstation
Today’s creatives and technical professionals face a common challenge—demanding workflows that require
significant processing power. And, as always, time is money.
At Principled Technologies, we compared CPU and GPU performance using benchmarks and several
MLPerf™
machine learning (ML) model performance between an HP Z8 Fury G5 Workstation Desktop PC
and a Lenovo®
ThinkStation®
P620 Tower Workstation. We equipped both workstations with 128 GB of
RAM (plenty for our tests) and configured them with the most powerful CPU and GPU hardware available
at the time of testing. We loaded the HP Z8 Fury G5 with an Intel®
Xeon®
w9-3495X CPU and four NVIDIA®
RTX™
6000 Ada Generation GPUs. And we loaded the Lenovo ThinkStation P620 with an AMD Ryzen™
Threadripper PRO 5995WX CPU and two NVIDIA RTX A6000 GPUs with NVLink.
These results are relevant to creatives and technical professionals who do such computationally intense
work as generating photorealistic images; running advanced simulations and visualizations; depending on
hardware-intensive computer-aided design (CAD); or working with complex datasets that include videos,
images, and speech.
Accelerate 3D
modeling and rendering
Higher Cinebench R23,
Geekbench 6 Pro, Blender
3.5, and Maxon Redshift
benchmark scores
Expedite
project cycles
Faster Blender 3.6 renders
while processing more
samples per minute
Tackle complex
AI/ML problems
More 3D U-Net, BERT-99,
RNN-T, and ResNet-50 samples
per second
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023
A Principled Technologies report: Hands-on testing. Real-world results.
How we tested
Before we started testing, we set the Lenovo workstation power mode to “high performance”
and the HP workstation power mode to “ultimate performance.” Other than those changes,
we used out-of-box OEM performance settings. We tested the highest performance CPU and
GPU configurations available for each workstation:
HP Z8 Fury G5 Workstation Desktop PC*
1x 56-core Intel Xeon w9-3495X CPU (1.9 - 4.8 GHz)
4x NVIDIA RTX 6000 Ada Generation GPUs
48GB VRAM per GPU
128GB DDR5-4800 memory
4x 1TB PCIe®
storage
Lenovo ThinkStation P620 Tower Workstation*
1x 64-core AMD Ryzen Threadripper PRO 5995WX CPU (2.7 - 4.5 GHz)
2x NVIDIA RTX A6000 GPUs with NVLink
2x 48GB VRAM combined via NVLink high-speed interconnect
128GB DDR5-3200 memory
1TB PCIe storage
*A note on GPU and storage discrepancies: We could only have configured the Lenovo ThinkStation
P620 with either two RTX A6000 GPUs with NVLink or a single RTX 6000 Ada—there were no other
configuration options for top-performing cards. Although the Lenovo ThinkStation had only two GPUs,
those two RTX A6000 GPUs also had an NVLink. NVLink is a high-speed processor interconnect that
enabled the two RTX A6000 processors to “send and receive data from shared pools of memory at
lightning speed,”3
which effectively doubles the amount of memory available to benchmarks that have
large datasets. This configuration gave the Lenovo an advantage versus using a single RTX 6000 Ada.
As for the storage discrepancy, our benchmark tests taxed each system’s primary 1TB high-performance
PCIe storage, but we did not run any tests that we believe storage capacity would affect.
About the HP Z8 Fury G5
According to HP, the HP Z8 Fury G5 Workstation contains “transformative”
single-socket Intel Xeon w9 processor technology with up to 56 cores, 1.5
TB of high-speed memory, up to 56 TB of storage, ISV certification for
professional apps, and four NVIDIA RTX 6000 Ada-generation GPUs. This
combination enables users to tackle the most complex simulations, virtual
production, and high-quality VFX projects.1
While we didn’t test internal or external security features on this model, the
rack-mountable HP Z8 Fury G5 Workstation includes lockable front access
carriers, side panel locks with an interlock sensor, and a Kensington lock slot
to prevent the physical removal of the workstation. Plus, HP Anyware Remote
System Controller allows your designated IT team to remotely manage your
workstation fleet from a single interface.2
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 2
Because application performance can be limited by
processor speeds, we chose punishing CPU- and GPU-
intensive content creation benchmarks that stressed
each workstation in different ways:
• Blender to compare GPU rendering, multi-GPU
acceleration, and ray-tracing performance
• Cinebench R23 and Geekbench 6 Pro
to compare CPU single-core performance
• Geekbench 6 Pro to compare GPU performance
with augmented reality (AR) and ML workloads
• Maxon Redshift to compare production
rendering performance
• PugetBench for Lightroom Classic to compare
photo-editing performance with the Adobe®
Lightroom®
Classic app
We also ran the following MLPerf Inference Benchmark
Suite ML models in the offline scenario mode, where
the workstations can process the data in any order,
without latency constraints.4
These results enable
readers to compare inference performance from
multiple angles:
• 3D U-Net to compare medical imaging and 3D
image segmentation performance
• BERT-99 to compare natural language
processing performance
• ResNet-50 to compare image classification and
detection performance
• RNN-T to compare speech
recognition performance
We ran each test three times and report the median
results. The benchmark scores and ML results we
report reflect the specific configurations we tested.
Any difference in the configurations you test, as well as
network traffic or software additions, could generate
results. For a deeper dive into our testing parameters
and procedures, see the science behind the report.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 3
Deliver measurable value to your business
The World Economic Forum says that, in the next five years, over 75 percent of businesses
are planning to adopt big data solutions, make use of cloud computing technologies, and
capitalize on AI. These goals make high-performance workstations a serious contender for
many creative and professional endeavors.5
Accelerate 3D modeling and rendering
The Cinebench benchmark provides performance scores based on “Cinema 4D’s ability to
take advantage of multiple CPU cores and modern processor features available to the average
user.”6
Cinema 4D is real-world 3D computer animation, modeling, simulation, and rendering
software.7
The Geekbench 6 Pro benchmark uses popular, real-world applications and realistic
data sets to evaluate performance in cutting-edge areas such as AR and ML.8
Higher CPU single-score scores in our Cinebench R23 and Geekbench 6 Pro comparisons
accentuate the advantages the Intel Xeon w9-3495X processor-powered system
brings to the table.
Cinebench R23 CPU single-core score (higher is better)
1,669
1,485
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
12.3%
higher score
Figure 1: Cinebench R23 CPU single-core scores. Higher is better. Source: Principled Technologies.
Geekbench 6 Pro CPU sinlge-core score (higher is better)
2,168
2,044
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
6.0%
higher score
Figure 2: Geekbench 6 Pro CPU single-core scores. Higher is better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 4
Note: The graphs in this report use different x-axis scales to keep to a consistent size. Please be mindful of
each graph’s data range as you compare.
The higher GPU Compute score in our Geekbench 6 Pro comparison shows how much better
the HP Z8 Fury G5 Workstation could handle computational tasks such as identifying objects,
blurring backgrounds, running a particle physics simulation, and image synthesis.9
The following Blender 3.5 and Maxon Redshift benchmarks provide a snapshot of how much
better the HP Z8 Fury G5 with its 56-core Intel Xeon w9-3495X CPU and four NVIDIA RTX
6000 GPUs could handle resource-intensive applications and complex workflows compared to
the Lenovo ThinkStation P620 with its 64-core AMD Ryzen Threadripper PRO 5995WX CPU
and two NVIDIA RTX A6000 GPUs with NVLink.
A higher number of samples translates to a cleaner picture—but the compromise is often
longer render times. In both the Blender 3.5 and Maxon Redshift GPU rendering benchmark
comparisons, the HP Z8 Fury G5 Workstation Desktop PC blows past that possible bottleneck.
Geekbench 6 Pro GPU Compute OpenCL score (higher is better)
279,364
191,089
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
46.2%
higher score
Blender 3.5 GPU rendered samples per minute (higher is better)
6,848.09
2,910.87
Monster workload
3,194.20
1,744.34
Junkshop workload
3,212.68
1,493.47
Classroom workload
83.1% more
samples per minute
135.2% more
samples per minute
115.1% more
samples per minute
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
Figure 3: Geekbench 6 Pro GPU Compute scores. Higher is better. Source: Principled Technologies.
Figure 4: Blender 3.5 samples per minute. Higher is better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 5
Expedite project cycles
The faster professional photographers and graphic designers can complete tasks with Adobe®
Creative Cloud®
applications, the easier it can be to meet deadlines.
According to NVIDIA, the NVIDIA RTX 6000 Ada Generation graphics card “combines third-
generation RT Cores, fourth-generation Tensor Cores, and next-generation CUDA®
cores
with 48 GB of graphics memory for unprecedented rendering, AI, graphics, and compute
performance.”10
Much faster Blender 3.6 render times while processing significantly more
samples per minute makes the dream reality.
Maxon Redshift render time (mm:ss, lower is better)
00:41
01:25
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
51.7%
less time or
44 seconds
faster
PugetBench for Lightroom Classic overall score (higher is better)
1,510.5
1,195.0
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
26.4%
higher score
Figure 5: Maxon Redshift render times. Lower is better. Source: Principled Technologies.
Figure 6: PugetBench for Adobe Lightroom Classic overall scores. Higher is better. Source: Principled Technologies.
Blender 3.6 multi-GPU rendering
00:44.17
01:36.05
CUDA render time (mm:ss, lower is better)
3,129.73
1,439.25
CUDA samples per minute (higher is better)
00:51.72
01:07.59
OptiX render time (mm:ss, lower is better)
117.4% more
samples per minute
51 seconds
faster
15 seconds
faster
2,672.85
2,045.27
OptiX samples per minute (higher is better)
30.6% more
samples per minute
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
Figure 7: Blender 3.6 ray-tracing render times and samples per minute with 200 percent resolution, 256 samples (2,304
total samples). Less time is better, and higher rates of samples per minute are better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 6
Tackle complex AI/ML problems
According to Seed Scientific, at the beginning of 2020, the amount of data in the world was
estimated at 44 zettabytes (a single zettabyte has 21 zeros). This humongous number includes
data generated by “social media sites, financial institutions, medical facilities, shopping
platforms, automakers, and many other activities online.”11
And, while your business may
not want or need to process even 1 zettabyte of data, your digital transformation specialists,
data analysts, business intelligence analysts, and scientists need powerful workstations that
can nimbly crunch through your still-vast troves of valuable data and get usable results as
quickly as possible.
The medical imaging, language processing, and computer vision scenarios we ran from
the MLPerf Inference Benchmark Suite use trained models to measure how quickly each
workstation processed inputs and produced results.12
Before we dive into our machine learning test results, it’s important to note that the final stage
of the machine learning process is inference—that’s the time when your proven model has
all the data, training, evaluation, and tuning your experts deem necessary for that machine
learning model to make informed and (we hope) accurate predictions.13
Advance research endeavors and accurate medical treatment plans
The healthcare sector uses medical imaging (e.g., X-rays, ultrasounds, MRIs, and CT scans)
for medical research, disease diagnosis, and drug discovery.14
The 3D U-Net model we ran
“performs volumetric segmentation of dense 3D images for medical use cases.”15
A higher
number of samples here equals a cleaner image, which gives medical professionals an edge
when a speedy and correct diagnosis can be the deciding factor in life and death situations.
3D U-Net
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
9.97936
3.70833
Samples per second (higher is better)
20:30
55:12
Latency (mm:ss, lower is better)
Figure 8: Number of samples per second each workstation classified and latency using the 3D U-Net model in the offline
scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 7
Improve customer experiences
One of the earliest Natural Language Processing (NLP) applications was an email spam filter.
Today, that recurrent neural network (RNN) aspect of NLP categorizes incoming emails as
primary, social, promotional, or spam based on their contents.16
The RNN-T model we ran
“recognizes and transcribes audio in real time.”17
Other examples of RNN applications are
predicting stock prices, text mining, and language translation.18
Another NLP model is BERT (Bidirectional Encoder Representations from Transformers). BERT,
unlike RNN, which takes its text context from word order and punctuation, can “capture
the semantic and syntactic features of a text.”19
The BERT model we ran sorts and analyzes
text to make accurate language predictions, answer questions correctly, and respond
to conversations without errors 99 percent of the time.20
Real-world examples of BERT
applications include virtual assistants (e.g., Amazon®
Alexa®
, Google Assistant™
, and Apple®
Siri®
), chatbots, image and video captioning, and sentiment analysis.21
RNN-T
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
22,422.60
13,031.10
Samples per second (higher is better)
06:24
06:54
Latency (mm:ss, lower is better)
BERT-99
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
7,545.390
3,422.930
Samples per second (higher is better)
06:44
06:45
Latency (mm:ss, lower is better)
Figure 9: Number of samples per second each workstation classified and mean latency using the RNN-T model in the
offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies.
Figure 10: Number of samples per second each workstation classified and latency using the BERT-99 model in the offline
scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 8
Achieve higher levels of productivity
The 50-layer ResNet model we ran “[a]ssigns a label from a fixed set of categories to an
input image, i.e., applies to computer vision problems.”22
Computer vision is a catch-all
term for machine learning that enables computers to mimic human vision to see, identify,
and understand both objects and people in images and video. Computer vision applications
include facial recognition, autonomous cars, production-line automation, plant species
classification, edge computing, and sports performance analysis.23
About the Intel Xeon W-3400 processor architecture
According to Intel, this new line of desktop workstation processors, which includes the
Intel Xeon w9-3495X we tested, are purpose-built for media and entertainment creatives as
well as engineering and data science professionals. With the “breakthrough new compute
architecture, faster cores and new embedded multi-die interconnect bridge (EMIB) packaging,
the Xeon W-3400 and W-2400 series of processors enable unprecedented scalability for
increased performance.”24
To learn more about the Intel Xeon w9-3495X processor in the HP Z8 Fury G5 Workstation
we tested, visit https://www.intel.com/content/www/us/en/products/sku/233483/intel-xeon-
w93495x-processor-105m-cache-1-90-ghz/specifications.html.
ResNet-50
HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation
85,915.60
39,870.90
Samples per second (higher is better)
00:05
05:30
Latency (mm:ss, lower is better)
Figure 11: Number of samples per second each workstation classified and mean latency using the ResNet-50 model in
the offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 9
Conclusion
By adopting big data solutions, making use of cloud computing technologies, and capitalizing
on AI, companies are investing in their future success. With powerful workstations, your
key personnel can get the results you need to electrify that bright future in less time. Our
content creation and machine learning benchmark results show that the new HP Z8 Fury
G5 Workstation powered by an Intel Xeon w9-3495X CPU and four NVIDIA RTX 6000 Ada-
generation GPUs could be just the investment you need.
1. HP, “HP Z8 Fury,“ accessed August 22, 2023, https://www.hp.com/us-en/workstations/z8-fury.html.
2. HP, “HP Anyware Remote System Controller,” accessed August 22, 2023,
https://www.hp.com/us-en/solutions/anyware-remote-system-controller.html.
3. NVIDIA, “What is NVLink?” accessed September 21, 2023,
https://blogs.nvidia.com/blog/2023/03/06/what-is-nvidia-nvlink/.
4. Sally Ward-Foxton for the EE Times, “Understanding MLPerf Benchmark Scores,” accessed September
22, 2023, https://www.eetimes.com/understanding-mlperf-benchmark-scores/.
5. World Economic Forum, “Future of Jobs Report 2023,” accessed July 31, 2023,
https://www3.weforum.org/docs/WEF_Future_of_Jobs_2023.pdf.
6. Maxon, “Cinebench,” accessed August 22, 2023, https://www.maxon.net/en/cinebench.
7. Maxon, Cinema 4D,” accessed August 22, 203, https://www.maxon.net/en/cinema-4d.
8. Geekbench, “Introducing Geekbench 6,” accessed August 22, 2023, https://www.geekbench.com.
9. Geekbench, “Geekbench 6 GPU Compute Workloads,” accessed August 23, 2023,
https://www.geekbench.com/doc/geekbench6-gpu-compute-workloads.pdf.
10. NVIDIA, “NVIDIA RTX 6000 Ada Generation Graphics Card,” accessed August 21, 2023,
https://www.nvidia.com/en-us/design-visualization/rtx-6000/.
11. Seed Scientific, “How Much Data Is Created Every Day? +27 Staggering Stats,’ accessed September
21, 2023, https://seedscientific.com/how-much-data-is-created-every-day/.
12. NVIDIA, “What is MLPerf?” accessed September 22, 2023,
https://www.nvidia.com/en-us/data-center/resources/mlperf-benchmarks/.
13. Matthew Mayo, “Frameworks for Approaching the Machine Learning Process,” accessed September
20, 2023, https://www.kdnuggets.com/2018/05/general-approaches-machine-learning-process.html.
14. Simplilearn, “Top 25 Deep Learning Application Industries,” accessed September 22, 2023,
https://www.simplilearn.com/tutorials/deep-learning-tutorial/deep-learning-applications.
15. NVIDIA, “What is MLPerf?”
16. Tableau, “8 Natural Language Processing (NLP) Examples,” accessed September 22, 2023,
https://www.tableau.com/learn/articles/natural-language-processing-examples#:.
17. NVIDIA, “What is MLPerf?”
18. Great Learning, “What Is Recurrent Neural Network | Introduction of Recurrent Neural Network,”
accessed September 22, 2023, https://www.mygreatlearning.com/blog/recurrent-neural-network/.
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 10
19. LinkedIn, “How do you compare and contrast BERT with other deep learning approaches for sentiment
analysis?”Accessed October 16, 2023, https://www.linkedin.com/advice/0/how-do-you-compare-
contrast-bert-other-deep-learning#:~:text=BERT.
20. NVIDIA, “What is MLPerf?”
21. Simplilearn, “Top 25 Deep Learning Application Industries.”
22. NVIDIA, “What is MLPerf?”
23. Built In, “What Is Computer Vision?” accessed September 22, 2023,
https://builtin.com/machine-learning/computer-vision.
24. Intel, “Intel Launches new Xeon Workstation Processors—the Ultimate Solution for Professionals,”
accessed August 22, 2023, https://www.intel.com/content/www/us/en/newsroom/news/intel-launches-
new-xeon-workstation-processors.html#gs.4quj4k.
Principled Technologies is a registered trademark of Principled Technologies, Inc.
All other product names are the trademarks of their respective owners.
For additional information, review the science behind this report.
Principled
Technologies®
Facts matter.®
This project was commissioned by HP.
Read the science behind this report at https://facts.pt/Fz9rKe4
Principled
Technologies®
Facts matter.®
Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 11

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  • 1. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC Compared to a Lenovo ThinkStation P620 Tower Workstation Today’s creatives and technical professionals face a common challenge—demanding workflows that require significant processing power. And, as always, time is money. At Principled Technologies, we compared CPU and GPU performance using benchmarks and several MLPerf™ machine learning (ML) model performance between an HP Z8 Fury G5 Workstation Desktop PC and a Lenovo® ThinkStation® P620 Tower Workstation. We equipped both workstations with 128 GB of RAM (plenty for our tests) and configured them with the most powerful CPU and GPU hardware available at the time of testing. We loaded the HP Z8 Fury G5 with an Intel® Xeon® w9-3495X CPU and four NVIDIA® RTX™ 6000 Ada Generation GPUs. And we loaded the Lenovo ThinkStation P620 with an AMD Ryzen™ Threadripper PRO 5995WX CPU and two NVIDIA RTX A6000 GPUs with NVLink. These results are relevant to creatives and technical professionals who do such computationally intense work as generating photorealistic images; running advanced simulations and visualizations; depending on hardware-intensive computer-aided design (CAD); or working with complex datasets that include videos, images, and speech. Accelerate 3D modeling and rendering Higher Cinebench R23, Geekbench 6 Pro, Blender 3.5, and Maxon Redshift benchmark scores Expedite project cycles Faster Blender 3.6 renders while processing more samples per minute Tackle complex AI/ML problems More 3D U-Net, BERT-99, RNN-T, and ResNet-50 samples per second Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 A Principled Technologies report: Hands-on testing. Real-world results.
  • 2. How we tested Before we started testing, we set the Lenovo workstation power mode to “high performance” and the HP workstation power mode to “ultimate performance.” Other than those changes, we used out-of-box OEM performance settings. We tested the highest performance CPU and GPU configurations available for each workstation: HP Z8 Fury G5 Workstation Desktop PC* 1x 56-core Intel Xeon w9-3495X CPU (1.9 - 4.8 GHz) 4x NVIDIA RTX 6000 Ada Generation GPUs 48GB VRAM per GPU 128GB DDR5-4800 memory 4x 1TB PCIe® storage Lenovo ThinkStation P620 Tower Workstation* 1x 64-core AMD Ryzen Threadripper PRO 5995WX CPU (2.7 - 4.5 GHz) 2x NVIDIA RTX A6000 GPUs with NVLink 2x 48GB VRAM combined via NVLink high-speed interconnect 128GB DDR5-3200 memory 1TB PCIe storage *A note on GPU and storage discrepancies: We could only have configured the Lenovo ThinkStation P620 with either two RTX A6000 GPUs with NVLink or a single RTX 6000 Ada—there were no other configuration options for top-performing cards. Although the Lenovo ThinkStation had only two GPUs, those two RTX A6000 GPUs also had an NVLink. NVLink is a high-speed processor interconnect that enabled the two RTX A6000 processors to “send and receive data from shared pools of memory at lightning speed,”3 which effectively doubles the amount of memory available to benchmarks that have large datasets. This configuration gave the Lenovo an advantage versus using a single RTX 6000 Ada. As for the storage discrepancy, our benchmark tests taxed each system’s primary 1TB high-performance PCIe storage, but we did not run any tests that we believe storage capacity would affect. About the HP Z8 Fury G5 According to HP, the HP Z8 Fury G5 Workstation contains “transformative” single-socket Intel Xeon w9 processor technology with up to 56 cores, 1.5 TB of high-speed memory, up to 56 TB of storage, ISV certification for professional apps, and four NVIDIA RTX 6000 Ada-generation GPUs. This combination enables users to tackle the most complex simulations, virtual production, and high-quality VFX projects.1 While we didn’t test internal or external security features on this model, the rack-mountable HP Z8 Fury G5 Workstation includes lockable front access carriers, side panel locks with an interlock sensor, and a Kensington lock slot to prevent the physical removal of the workstation. Plus, HP Anyware Remote System Controller allows your designated IT team to remotely manage your workstation fleet from a single interface.2 Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 2
  • 3. Because application performance can be limited by processor speeds, we chose punishing CPU- and GPU- intensive content creation benchmarks that stressed each workstation in different ways: • Blender to compare GPU rendering, multi-GPU acceleration, and ray-tracing performance • Cinebench R23 and Geekbench 6 Pro to compare CPU single-core performance • Geekbench 6 Pro to compare GPU performance with augmented reality (AR) and ML workloads • Maxon Redshift to compare production rendering performance • PugetBench for Lightroom Classic to compare photo-editing performance with the Adobe® Lightroom® Classic app We also ran the following MLPerf Inference Benchmark Suite ML models in the offline scenario mode, where the workstations can process the data in any order, without latency constraints.4 These results enable readers to compare inference performance from multiple angles: • 3D U-Net to compare medical imaging and 3D image segmentation performance • BERT-99 to compare natural language processing performance • ResNet-50 to compare image classification and detection performance • RNN-T to compare speech recognition performance We ran each test three times and report the median results. The benchmark scores and ML results we report reflect the specific configurations we tested. Any difference in the configurations you test, as well as network traffic or software additions, could generate results. For a deeper dive into our testing parameters and procedures, see the science behind the report. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 3
  • 4. Deliver measurable value to your business The World Economic Forum says that, in the next five years, over 75 percent of businesses are planning to adopt big data solutions, make use of cloud computing technologies, and capitalize on AI. These goals make high-performance workstations a serious contender for many creative and professional endeavors.5 Accelerate 3D modeling and rendering The Cinebench benchmark provides performance scores based on “Cinema 4D’s ability to take advantage of multiple CPU cores and modern processor features available to the average user.”6 Cinema 4D is real-world 3D computer animation, modeling, simulation, and rendering software.7 The Geekbench 6 Pro benchmark uses popular, real-world applications and realistic data sets to evaluate performance in cutting-edge areas such as AR and ML.8 Higher CPU single-score scores in our Cinebench R23 and Geekbench 6 Pro comparisons accentuate the advantages the Intel Xeon w9-3495X processor-powered system brings to the table. Cinebench R23 CPU single-core score (higher is better) 1,669 1,485 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 12.3% higher score Figure 1: Cinebench R23 CPU single-core scores. Higher is better. Source: Principled Technologies. Geekbench 6 Pro CPU sinlge-core score (higher is better) 2,168 2,044 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 6.0% higher score Figure 2: Geekbench 6 Pro CPU single-core scores. Higher is better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 4 Note: The graphs in this report use different x-axis scales to keep to a consistent size. Please be mindful of each graph’s data range as you compare.
  • 5. The higher GPU Compute score in our Geekbench 6 Pro comparison shows how much better the HP Z8 Fury G5 Workstation could handle computational tasks such as identifying objects, blurring backgrounds, running a particle physics simulation, and image synthesis.9 The following Blender 3.5 and Maxon Redshift benchmarks provide a snapshot of how much better the HP Z8 Fury G5 with its 56-core Intel Xeon w9-3495X CPU and four NVIDIA RTX 6000 GPUs could handle resource-intensive applications and complex workflows compared to the Lenovo ThinkStation P620 with its 64-core AMD Ryzen Threadripper PRO 5995WX CPU and two NVIDIA RTX A6000 GPUs with NVLink. A higher number of samples translates to a cleaner picture—but the compromise is often longer render times. In both the Blender 3.5 and Maxon Redshift GPU rendering benchmark comparisons, the HP Z8 Fury G5 Workstation Desktop PC blows past that possible bottleneck. Geekbench 6 Pro GPU Compute OpenCL score (higher is better) 279,364 191,089 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 46.2% higher score Blender 3.5 GPU rendered samples per minute (higher is better) 6,848.09 2,910.87 Monster workload 3,194.20 1,744.34 Junkshop workload 3,212.68 1,493.47 Classroom workload 83.1% more samples per minute 135.2% more samples per minute 115.1% more samples per minute HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation Figure 3: Geekbench 6 Pro GPU Compute scores. Higher is better. Source: Principled Technologies. Figure 4: Blender 3.5 samples per minute. Higher is better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 5
  • 6. Expedite project cycles The faster professional photographers and graphic designers can complete tasks with Adobe® Creative Cloud® applications, the easier it can be to meet deadlines. According to NVIDIA, the NVIDIA RTX 6000 Ada Generation graphics card “combines third- generation RT Cores, fourth-generation Tensor Cores, and next-generation CUDA® cores with 48 GB of graphics memory for unprecedented rendering, AI, graphics, and compute performance.”10 Much faster Blender 3.6 render times while processing significantly more samples per minute makes the dream reality. Maxon Redshift render time (mm:ss, lower is better) 00:41 01:25 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 51.7% less time or 44 seconds faster PugetBench for Lightroom Classic overall score (higher is better) 1,510.5 1,195.0 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 26.4% higher score Figure 5: Maxon Redshift render times. Lower is better. Source: Principled Technologies. Figure 6: PugetBench for Adobe Lightroom Classic overall scores. Higher is better. Source: Principled Technologies. Blender 3.6 multi-GPU rendering 00:44.17 01:36.05 CUDA render time (mm:ss, lower is better) 3,129.73 1,439.25 CUDA samples per minute (higher is better) 00:51.72 01:07.59 OptiX render time (mm:ss, lower is better) 117.4% more samples per minute 51 seconds faster 15 seconds faster 2,672.85 2,045.27 OptiX samples per minute (higher is better) 30.6% more samples per minute HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation Figure 7: Blender 3.6 ray-tracing render times and samples per minute with 200 percent resolution, 256 samples (2,304 total samples). Less time is better, and higher rates of samples per minute are better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 6
  • 7. Tackle complex AI/ML problems According to Seed Scientific, at the beginning of 2020, the amount of data in the world was estimated at 44 zettabytes (a single zettabyte has 21 zeros). This humongous number includes data generated by “social media sites, financial institutions, medical facilities, shopping platforms, automakers, and many other activities online.”11 And, while your business may not want or need to process even 1 zettabyte of data, your digital transformation specialists, data analysts, business intelligence analysts, and scientists need powerful workstations that can nimbly crunch through your still-vast troves of valuable data and get usable results as quickly as possible. The medical imaging, language processing, and computer vision scenarios we ran from the MLPerf Inference Benchmark Suite use trained models to measure how quickly each workstation processed inputs and produced results.12 Before we dive into our machine learning test results, it’s important to note that the final stage of the machine learning process is inference—that’s the time when your proven model has all the data, training, evaluation, and tuning your experts deem necessary for that machine learning model to make informed and (we hope) accurate predictions.13 Advance research endeavors and accurate medical treatment plans The healthcare sector uses medical imaging (e.g., X-rays, ultrasounds, MRIs, and CT scans) for medical research, disease diagnosis, and drug discovery.14 The 3D U-Net model we ran “performs volumetric segmentation of dense 3D images for medical use cases.”15 A higher number of samples here equals a cleaner image, which gives medical professionals an edge when a speedy and correct diagnosis can be the deciding factor in life and death situations. 3D U-Net HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 9.97936 3.70833 Samples per second (higher is better) 20:30 55:12 Latency (mm:ss, lower is better) Figure 8: Number of samples per second each workstation classified and latency using the 3D U-Net model in the offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 7
  • 8. Improve customer experiences One of the earliest Natural Language Processing (NLP) applications was an email spam filter. Today, that recurrent neural network (RNN) aspect of NLP categorizes incoming emails as primary, social, promotional, or spam based on their contents.16 The RNN-T model we ran “recognizes and transcribes audio in real time.”17 Other examples of RNN applications are predicting stock prices, text mining, and language translation.18 Another NLP model is BERT (Bidirectional Encoder Representations from Transformers). BERT, unlike RNN, which takes its text context from word order and punctuation, can “capture the semantic and syntactic features of a text.”19 The BERT model we ran sorts and analyzes text to make accurate language predictions, answer questions correctly, and respond to conversations without errors 99 percent of the time.20 Real-world examples of BERT applications include virtual assistants (e.g., Amazon® Alexa® , Google Assistant™ , and Apple® Siri® ), chatbots, image and video captioning, and sentiment analysis.21 RNN-T HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 22,422.60 13,031.10 Samples per second (higher is better) 06:24 06:54 Latency (mm:ss, lower is better) BERT-99 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 7,545.390 3,422.930 Samples per second (higher is better) 06:44 06:45 Latency (mm:ss, lower is better) Figure 9: Number of samples per second each workstation classified and mean latency using the RNN-T model in the offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies. Figure 10: Number of samples per second each workstation classified and latency using the BERT-99 model in the offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 8
  • 9. Achieve higher levels of productivity The 50-layer ResNet model we ran “[a]ssigns a label from a fixed set of categories to an input image, i.e., applies to computer vision problems.”22 Computer vision is a catch-all term for machine learning that enables computers to mimic human vision to see, identify, and understand both objects and people in images and video. Computer vision applications include facial recognition, autonomous cars, production-line automation, plant species classification, edge computing, and sports performance analysis.23 About the Intel Xeon W-3400 processor architecture According to Intel, this new line of desktop workstation processors, which includes the Intel Xeon w9-3495X we tested, are purpose-built for media and entertainment creatives as well as engineering and data science professionals. With the “breakthrough new compute architecture, faster cores and new embedded multi-die interconnect bridge (EMIB) packaging, the Xeon W-3400 and W-2400 series of processors enable unprecedented scalability for increased performance.”24 To learn more about the Intel Xeon w9-3495X processor in the HP Z8 Fury G5 Workstation we tested, visit https://www.intel.com/content/www/us/en/products/sku/233483/intel-xeon- w93495x-processor-105m-cache-1-90-ghz/specifications.html. ResNet-50 HP Z8 Fury G5 Workstation Lenovo ThinkStation P620 Tower Workstation 85,915.60 39,870.90 Samples per second (higher is better) 00:05 05:30 Latency (mm:ss, lower is better) Figure 11: Number of samples per second each workstation classified and mean latency using the ResNet-50 model in the offline scenario. Higher numbers of samples are better, and lower latency is better. Source: Principled Technologies. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 9
  • 10. Conclusion By adopting big data solutions, making use of cloud computing technologies, and capitalizing on AI, companies are investing in their future success. With powerful workstations, your key personnel can get the results you need to electrify that bright future in less time. Our content creation and machine learning benchmark results show that the new HP Z8 Fury G5 Workstation powered by an Intel Xeon w9-3495X CPU and four NVIDIA RTX 6000 Ada- generation GPUs could be just the investment you need. 1. HP, “HP Z8 Fury,“ accessed August 22, 2023, https://www.hp.com/us-en/workstations/z8-fury.html. 2. HP, “HP Anyware Remote System Controller,” accessed August 22, 2023, https://www.hp.com/us-en/solutions/anyware-remote-system-controller.html. 3. NVIDIA, “What is NVLink?” accessed September 21, 2023, https://blogs.nvidia.com/blog/2023/03/06/what-is-nvidia-nvlink/. 4. Sally Ward-Foxton for the EE Times, “Understanding MLPerf Benchmark Scores,” accessed September 22, 2023, https://www.eetimes.com/understanding-mlperf-benchmark-scores/. 5. World Economic Forum, “Future of Jobs Report 2023,” accessed July 31, 2023, https://www3.weforum.org/docs/WEF_Future_of_Jobs_2023.pdf. 6. Maxon, “Cinebench,” accessed August 22, 2023, https://www.maxon.net/en/cinebench. 7. Maxon, Cinema 4D,” accessed August 22, 203, https://www.maxon.net/en/cinema-4d. 8. Geekbench, “Introducing Geekbench 6,” accessed August 22, 2023, https://www.geekbench.com. 9. Geekbench, “Geekbench 6 GPU Compute Workloads,” accessed August 23, 2023, https://www.geekbench.com/doc/geekbench6-gpu-compute-workloads.pdf. 10. NVIDIA, “NVIDIA RTX 6000 Ada Generation Graphics Card,” accessed August 21, 2023, https://www.nvidia.com/en-us/design-visualization/rtx-6000/. 11. Seed Scientific, “How Much Data Is Created Every Day? +27 Staggering Stats,’ accessed September 21, 2023, https://seedscientific.com/how-much-data-is-created-every-day/. 12. NVIDIA, “What is MLPerf?” accessed September 22, 2023, https://www.nvidia.com/en-us/data-center/resources/mlperf-benchmarks/. 13. Matthew Mayo, “Frameworks for Approaching the Machine Learning Process,” accessed September 20, 2023, https://www.kdnuggets.com/2018/05/general-approaches-machine-learning-process.html. 14. Simplilearn, “Top 25 Deep Learning Application Industries,” accessed September 22, 2023, https://www.simplilearn.com/tutorials/deep-learning-tutorial/deep-learning-applications. 15. NVIDIA, “What is MLPerf?” 16. Tableau, “8 Natural Language Processing (NLP) Examples,” accessed September 22, 2023, https://www.tableau.com/learn/articles/natural-language-processing-examples#:. 17. NVIDIA, “What is MLPerf?” 18. Great Learning, “What Is Recurrent Neural Network | Introduction of Recurrent Neural Network,” accessed September 22, 2023, https://www.mygreatlearning.com/blog/recurrent-neural-network/. Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 10
  • 11. 19. LinkedIn, “How do you compare and contrast BERT with other deep learning approaches for sentiment analysis?”Accessed October 16, 2023, https://www.linkedin.com/advice/0/how-do-you-compare- contrast-bert-other-deep-learning#:~:text=BERT. 20. NVIDIA, “What is MLPerf?” 21. Simplilearn, “Top 25 Deep Learning Application Industries.” 22. NVIDIA, “What is MLPerf?” 23. Built In, “What Is Computer Vision?” accessed September 22, 2023, https://builtin.com/machine-learning/computer-vision. 24. Intel, “Intel Launches new Xeon Workstation Processors—the Ultimate Solution for Professionals,” accessed August 22, 2023, https://www.intel.com/content/www/us/en/newsroom/news/intel-launches- new-xeon-workstation-processors.html#gs.4quj4k. Principled Technologies is a registered trademark of Principled Technologies, Inc. All other product names are the trademarks of their respective owners. For additional information, review the science behind this report. Principled Technologies® Facts matter.® This project was commissioned by HP. Read the science behind this report at https://facts.pt/Fz9rKe4 Principled Technologies® Facts matter.® Get results from demanding workflows in less time with the new HP Z8 Fury G5 Workstation Desktop PC November 2023 | 11