AIME T600 User manual

User Guide
WORKSTATION AIME T600

AIME T600 Workstation
Artificial Intelligence
Machines
/13
Contents
1. Device Description & Scope of Delivery 03
. Important Safety Instructions 04
3. Technical Specification 05
4. Components & Cooling System 06
5. Connectivity 07
6. Cleaning & Care 08
7. AIME ML Container Manager 09
8. Compliance & Services 10
9. Warranty 11
Copyright © 0 AIME GmbH
All rights reserved. AIME is a trademark of AIME Gmb . Other brands may be trademarks of
their respective owners.
This product was individually made to customer specifications. The ocially stated prices are
subject to change without notice. If you have any questions about the price, please contact
your AIME customer manager.
AIME is not responsible for incorrect images or printing errors.

AIME T600 Workstation
Artificial Intelligence
Machines
3/13
1.Device Description & Scope of Delivery
Device Description
Designed for deep learning development, the AIME
T600 workstation series is optimized for the highest
possible performance with regard to low noise deve-
lopment and the lowest possible power consumption
without compromising on longevity and reliability.
All installed components were selected for their
energy eciency, durability, compatibility and high
performance. They are perfectly balanced with each
other so that there are no performance bottlenecks.
The elaborated cooling system of the AIME T600 co-
vers the CPU with liquid cooling and the GPUs with a
multi GPU compatible air cooling concept supporting
two whisper silent tripple fan GPUs or up to four high
end turbo blower style fan GPUs.
CPU and GPUs directly exhaust the hot air outside of
the case to prevent building up heat inside the case.
This prevents overheating of the GPU array and
maintain high performance under full load in 24/7
scenarios.
The case is designed for maximum air intake suppor-
ted by powerful and temperature controlled high air
flow fans. The CPU is cooled by a closed AIO water
loop to reduce its impact as additional heat source.
The large radiators in the front and on top of the sys-
tem are cooled by high durability noise reduced fans
with a guaranteed operation of more than 10 years
MTBF. This setup keeps the system cooler, more per-
formant, durable and far less noisy than a collection
of many small fans for each component.
The AIME T600 enables you to train deep learning
models at up to four times the speed of a single GPU,
without throttling the computing power due to heat.
This means AI supercomputing performance with
over 2000 tera tensor FLOPS, which is equivalent to
the performance of hundreds of conventional ser-
vers.
AIME workstations are delivered with a pre-installed
Linux operating system and are preconfigured with
the latest drivers and frameworks such as Tensor-
flow, Keras, PyTorch and MXNet.
The pre-installed AIME ML Container Manager oers
a comprehensive software stack, allowing devel-
opers to comfortably set up AI projects and navigate
between frameworks and projects. The libraries and
GPU drivers required for the respective deep lear-
ning framework are loaded in preconfigured Docker
containers and can be configured and started with
simple commands. The most common frameworks -
i.a. TensorFlow, Keras, PyTorch and MXNet - are pre-
installed and ready to use.
The AIME ML Container Manager makes life easier
for developers, so they don't have to worry about
problems installing the framework versions.
AIME customers log in immediately after unpacking
and start development right away with their prefer-
red deep learning framework.
Scope of Delivery
1x AIME Workstation T600
1x power cable for power supply (2x for 4x GPU
configuration), EC connector on protective
contact
1x WLAN antenna
1x quick start guide with individual access data
1x technical specifications

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Artificial Intelligence
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. Important Safety Instructions
CAUTION - RISK OF ELECTRIC SHOCK!
WATCH OUT! When using the workstation, the basic
safety rules must always be followed to avoid
injuries, overvoltage, fire and electric shock:
1. Follow the manufacturer's instructions and safety
instructions during installation. Failure to do so can
damage the device and cause serious injury or death.
2. The device operates on high voltage. Never open
the device and do not try to repair it. Above all, never
open the power supply - not even when it is switched
o - there is a risk to life and can lead to injuries,
overvoltage, fire and electric shock!
3. This product is only intended for indoor use.
4. Do not use the device near water or at high
temperatures or in environments with high humidity.
5. Do not use the device during thunderstorms. In the
event of a thunderstorm, pull the power plug from
the power supply to protect it from damage caused
by lightning and overvoltage and to protect people.
6. Do not place the device near heat sources such as
fan heaters, heaters, stoves or other devices that
generate heat.
7. Do not insert any objects into the open areas of the
ventilation or fan grilles of the device.
8. The device needs adequate ventilation. Make sure
there is a distance of at least 10 cm on both sides,
front and back. Do not place any objects on the top,
the fans must remain free.
9. Do not modify any cables or connectors included
with this device.
10. Only use power cords that are compatible with
the device's power supply model. When using other
cables, the contacts may not be compatible, which
can seriously damage your device.
11. Modifications inside the device are only to be
carried out by a specialist. Before starting such work,
switch o the device and pull out the main power
plug. ESD protective measures must be observed
during all work.
12. Failure to observe the manufacturer's
instructions or one of these safety instructions, as
well as opening the device or removing, severing or
damaging one of the guarantee seals leads to the
immediate loss of all warranty and guarantee claims.
13. This device has been developed in such a way
that all specified EN classifications are only met if it
is used within a completely closed metal housing.
14. Make sure that your data is backed up regularly
to prevent data loss due to faulty data carriers,
memory modules and other hardware and software
errors or malware. In the event of a defect, the data
can then quickly be restored.
*: Notes on ESD protection
Electronic components are very sensitive to electrostatic
discharge. Therefore, never touch chips and contacts on circuit
boards directly, but only on the outer edges of the circuit board
without touching contacts or components. Ensure electrical
grounding on the housing or on metallic objects, e.g. radiators.
The following applies for 4x GPU configuration:
The T600 is supplied with two power adapters
due to its increased power requirements when
configured with 4x GPUs.
It is important to keep in mind to only operate
the device when both power adapters are
plugged in and turned on.
CAUTION: To prevent damage to the device both
power adapters have to be connected to the
power grid via the IEC cables before turning the
device on. Also both power adapters should be
turned on at the back of the device. Only then
the workstation should be started by touching
the switch on the front panel!

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Artificial Intelligence
Machines
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PERFORMANCE
CPU Options
Threadripper Pro 3955WX (16 cores, 4.3 G z)
Threadripper Pro 3975WX (32 cores, 4.2 G z)
Threadripper Pro 3995WX (64 cores, 4.2 G z)
RAM
64 to 512 GB DDR4 3200 M z ECC
GPU Options
1 to 2 NVIDIA RTX 3080 TI 12 GB Tripple Fan
1 to 2 NVIDIA RTX 3090 24 GB Tripple Fan
1 to 2 NVIDIA RTX 3090 TI 24 GB Tripple Fan
3 to 4 NVIDIA RTX 3080 TI 12 GB Turbo
3 to 4 NVIDIA RTX 3090 24 GB Turbo
2 to 4 NVIDIA RTX A5000 24 GB
1 to 4 NVIDIA RTX A6000 48 GB
Cooling
CPU liquid cooled, igh Airflow Cooling
5x low-noise radiators > 100000h MTBF
Main Memory
up to 3x 8TB M.2 NVMe SSD PCIe 4.0, configurable:
QLC: 1500 MB/s read, 1000 MB/s write
TLC: 5500 MB/s read, 3800 MB/s, write
MLC: 7000 MB/s read, 5000 MB/ write
HDD Options
2x 3,5" SATA DD/SSD bays hot-pluggable (rear)
Chipset
AMD WRX80
PSU
1 to 2 GPUs: 1500 Watt
3 to 4 GPUs: add. 1200 Watt
80 PLUS Titanium certified (96% eciency):
Geräusch-Pegel
Idle < 30dBA, Full Load < 60 dBA
DESIGN
Type
Tower Workstation
Dimensions (WxHxD)
285 x 513 x 471 mm
Weight
approx.. 28-30 kg
CONNECTIVITY
Front
1x USB 3.2 Gen 2 Type-C
2x USB 3.2 Gen 1 Type-A
2x USB 2.0 Type-A (bottom)
Rear
GPU-outputs depend on configuration
2x USB 3.2 Gen 2 Type-C
8x USB 3.2 Gen 2 Type-A
BIOS Flashback
Clear CMOS
2x MMCX WiFi 6 antenna connectors
1x optical S/PDIF Out
5x audio jacks (Center/Subwoofer Speaker Out, Rear
Speaker Out, Line In, Line Out, Mic In)
Audio
Realtek ALC4080 7.1 Surround Sound D
igh Quality 120 db SNR Stereo
113 dB SNR Input
Playback with up to 32-Bit/384 k Z
Netzwork
2x 10 GBit LAN RJ45 (Intel X550)
2x2 Wi-Fi 6 (802.11 a/b/g/n/ac/ax) + BT5.1
Bluetooth 5.0 + igh speed class II, MU-MIMO
Electricity
1-2x GPUs: 1x 230V IEC connector
3-4x GPUs: 2x 230V IEC connector
SOFTWARE
Vorinstalliert
Linux OS (Ubuntu)
AIME ML Container Manager
Docker
AI-Frameworks (TensorFlow, Keras, PyTorch, MXNet)
ENVIRONMENTAL CONDITIONS
Ambient Temperature
In operation: 9°C - 37°C
Out of operation: 1°C - 60°C
Ambient Humidity
rel. air humidity without condensation
In operation: 20 - 80%
Out of operation: 20 - 85%
3.Technical Specification

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Artificial Intelligence
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Fans (sucking in)
Cooling block with
fans (blowing out)
SSD (actively cooled)
Fan (blowing out)
RAM
CPU
Pump
(liquid cooling)
GPU’s
Liquid Cooling
(CPU)
Air Cooling
(System, GPU)
Air Cooling
(GPU)
4.Components & Cooling System

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Artificial Intelligence
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Rear
BIOS Flashback switch
WiFi 6 antenna ports
Clear CMOS switch
USB 3.2 Gen 2 Type-A
2x 10 GBit LAN RJ45 (IPMI LAN)
USB 3.2 Gen 2 Type-C
USB 3.2 Gen 2 Type-A
USB 3.2 Gen 2 Type-C
USB 3.2 Gen 2 Type-A
Optical SPDIF Output
Audio In-/Outputs
GPU outputs, depending on the individual configuration
(Display Port, DMI, USB Type-C)
Netzwork
2x 10 GBit LAN RJ45 (Intel X550)
2x2 Wi-Fi 6 (802.11 a/b/g/n/ac/ax) + BT5.1
Bluetooth 5.0 + igh speed class II, MU-MIMO
Front
On / o switch
Reset-Switch
2 x USB 3.2 Gen 1 Type-A
D-Audio Out
D-Audio In
1x USB 3.2 Gen 2 Type-C
ARGB control button (M: Mode, C: Color)
2x USB 2.0 Type-A
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5. Connectivity

AIME T600 Workstation
Artificial Intelligence
Machines
8/13
Filter Cleaning
The filters on the front and bottom of the AIME T600 case can be removed and
cleaned with a vacuum cleaner.
6.Cleaning & Care

AIME T600 Workstation
Artificial Intelligence
Machines
9/13
7.AIME ML Container Manager
AIME ML Container Manager
AIME has developed a container management
system that helps to easily install, run, execute and
manage Docker containers for the most common
deep learning frameworks.
Features
• Setup and run a specific version of Tensorflow,
PyTorch or MXNet with one simple command
• Run dierent versions of machine learning
frameworks and required libraries in parallel
• Manage required libraries (CUDA, CUDNN, CUBLAS,
etc.) in containers, without compromising the host
installation
• Clear separation of user code and framework
installation, test your code with a dierent
framework version in minutes
• Multi session: Open and run many shell sessions
on a single container simultaneously
• Multi user: Separate container space for each user
• Multi GPU: Allocate GPUs per user, container or
session
• Runs with the same performance as a bare metal
installation
• Repository of all major deep learning framework
versions as containers
Available Frameworks
• Tensorflow
• MXNet
• PyTorch
Available Versions (as of March 0 )
Tensorflow
2.8.0, 2.7.0, 2.6.1, 2.5.0, 2.4.1, 2.4.0, 2.3.1, 1.15.4
MXNet
1.8.0
PyTorch
1.11.0, 1.10.2-aime, 1.10.0, 1.9.0, 1.8.0, 1.7.1, 1.7.0,
1.7.0
For more information, visit the AIME Git ub website:
https://github.com/aime-team/aime-ml-containers

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Artificial Intelligence
Machines
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8.Compliance & Services
SECURITY & TEST SEALS, STANDARDS
EU Directives
2011/65 / EU (restriction of the use of certain
hazardous substances in electrical and electronic
equipment)
2012/19 / EU (old electrical and electronic
equipment)
2014/35 / EU (ready-to-use electrical equipment for
use within certain voltage limits)
2014 / 30 / EU (electromagnetic compatibility)
2009/125 / EG (environmentally friendly design of
computers and computer servers)
Harmonizing Standards (Power Supply)
EN 55032, Class B, EN 55024, EN 60950-1, EN
61000-3-2, Class A/D, EN 61000-3-3, EN 61000-4-2,
EN 61000-4-3, EN 61000-4-4, EN 61000-4-5, EN
61000-4-6, EN 61000-4-8, EN 61000-4-11, Ro S
(DIRECTIVE 2011/65/), WEEE (Directive 2012/19/EU)
ENVIRONMENTAL CERTIFICATIONS
80 PLUS Power Supply
The 80 Plus certification stipulates an eciency of
80% or more. Such a power supply saves at least
33% electricity compared to conventional power
supplies.
RECOMMENDED SERVICES
Warranty Extensions*
With its fixed term and fixed costs, this service
enables you to plan your IT expenses more precisely.
Protect your investment and reduce the total cost
over its useful life.
Premium Support* **
You get direct contact to a qualified and experienced
AIME technician with comprehensive hardware and
software support. Your support inquiries are directly
and professionally looked after at short notice and
from start to finish.
*: Up to 5 years total term
**: May not be available in all regions.
AIME Gmb
Bordeauxstr. 7
13127 Berlin
Germany
Tel: +49 30 459 54 380
http://www.aime.info

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Artificial Intelligence
Machines
11/13
9.Warranty
AIME'S LIMITED WARRANTY
AIME UG (haftungsbeschränkt) - hereinafter referred to as
AIME - guarantees the buyer of this device that it is free
from defects in material and workmanship for 12 months
from the date of purchase. Unless prohibited by applicable
law, this guarantee is limited to the original purchaser and
is not transferable. This warranty gives you specific legal
rights. Depending on the applicable legislation, you may
have additional rights. In general, this guarantee means for
you that the function of the device as described in the data
sheet and/or in the product documentation when used in
the intended environment is guaranteed for the life of the
product or for as long as stated on the data sheet.
Appeal
The total liability of AIME and your exclusive claim for
violations of the guarantee are at AIME's sole discretion:
1) repair or replacement of the hardware or
2) the refund of the purchase price, provided the hardware
is returned with the original invoice (or a valid copy) to the
original place of purchase or to another location specified
by AIME. You may be required to pay shipping and handling
fees, customs fees, taxes, or other fees, unless prohibited
by applicable law.
AIME may, at its sole discretion, use new or used/revised,
functional parts to repair or replace the hardware. The
repaired or replaced hardware warranty is valid for the
remainder of the original warranty period, or for thirty (30)
days, whichever is longer, or for an additional period
required by applicable law.
Outdated or no longer manufactured system components
A system component that is out of date or no longer
manufactured will be replaced by the same product if
possible. If AIME is unable to replace an outdated or
discontinued product with the same product, AIME will
replace it with a product that has a similar function.
Exceptions
This guarantee does not apply to problems or damage that
arise in particular from the following causes:
1. Wear caused by normal use
2. Modification, misuse, accident, dismantling, incorrect
use or unauthorized repair
3. Removal of the rating plate or any manipulation of test
labels or guarantee seals
4. Improper use, including use not in accordance with the
supplied instructions for use
5. Connection to an unsuitable voltage source
6. Any other cause that is not related to a material or
manufacturing defect of the product.
The transport, storage and operation of the workstation
should only be carried out under the environmental
conditions specified overleaf, to protect against damage
and errors.
Limitation of Liability
AIME IS NOT LIABLE FOR SPECIAL AND INDIRECT
DAMAGES OR CONSEQUENTIAL DAMAGES, IN PARTICULAR
NOT FOR LOST PROFITS AND REVENUES, DIRECT OR
INDIRECT DATA LOSSES OR ECONOMIC LOSSES FROM T E
IDENTIFICANTLY, OR IN T E LOST, LOST, IMPROPRIATE WAY
KNOWLEDGE AS BEEN SET
Legislation in some countries prohibits the exclusion or
limitation of special and indirect and consequential
damages, so this limitation and exclusion may not apply to
the legislation that applies to you.
Duration of the Floating Guarantees
UNLESS T AT IS PRO IBITED BY APPLICABLE LAW, ANY
IMPLIED WARRANTY OR REPRESENTATION IS LIMITED TO
T E MERC ANTABILITY OR FITNESS OF T IS APPLIANCE
FOR A PARTICULAR PURPOSE, LIMITED TO T E DURATION
OF T E APPLICABLE LIMIT.
Laws in some countries do not allow limitations on how
long an implied warranty lasts, so this limitation may not
apply to the legislation that applies to you.
National Legal Rights
Consumers may have legal rights under current legislation
that regulates the sale of consumer goods. Such rights are
not aected by the guarantees in this limited guarantee.
Registration of a Warranty Claim
We recommend that you contact our technical support
team or read the technical support section on our website
prior to submitting a warranty claim. You may be able to
easily fix your problem yourself this way. You can find the
contact details for our customer service on the Internet at
http://www.aime.info/imprint. You will receive a goods-
return-number by email via the contact address
Web: http://www.aime.info,
Email: [email protected],
Phone: +49 30 459 54 380
Adress: AIME Gmb
Bordeauxstr. 7
13127 Berlin, Germany

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Notes
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AIME Gmb
Bordeauxstr. 7
13127 Berlin
Germany
http://www.aime.info
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