Rugged Embedded GPU Computers

Rugged Embedded GPU Computers: Dual Full-Length GPUs, Up to 600 W GPU Budget

Cincoze's current-generation GP-3100 puts two full-length GPU cards — up to 600 W of GPU power at 48 VDC (500 W at 24 VDC) — in a rugged, wall- or rack-mountable chassis with hot-swap storage, ECC DDR5 memory, and MIL-STD-810H shock and vibration compliance.

Two full-length GPU card slots via the GPU Expansion Box on both GP models
-40°C to 70°C at 35 W CPU TDP (with wide-temp peripherals; ambient airflow)
4× hot-swap 2.5″ SATA bays + M.2 NVMe
9–48 VDC input, optional ignition sensing
EN 50121-3-2 railway EMC (per EN 50155), EN 45545-2, E-Mark

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GP-Series GPU power budget @ 48 VDC (500 W @ 24 VDC): 600 W
Up to 14th Gen Intel Core i9 (GP-3100): 24 cores
MTBF (GP-3100): 432,065 h
Shock & vibration (GP-3100 & GM-1100): MIL-STD-810H
DDR5-5600 max memory (GP-3100): 96 GB

Which GPU Computer Fits Your Workload

The current-generation GP-3100 takes two full-length GPU cards via the GPU Expansion Box; the compact GM-1100 covers workloads where a single MXM module is enough; the previous-generation GP-3000 remains available as a value option.

MIL-STD-810H

GP-3100 Dual Full-length GPU Expandable Computer

Current-generation flagship — 14th/13th/12th Gen Intel Core with DDR5-5600 ECC memory and 2.5GbE networking for higher camera counts.

14th/13th/12th Gen Intel Core (max 65 W)
600 W GPU budget @ 48 VDC (500 W @ 24 VDC)
DDR5-5600 ECC/non-ECC, up to 96 GB
4× 2.5GbE + 1× GbE LAN; 4× hot-swap 2.5″ SATA + M.2 NVMe

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MIL-STD-810H

GM-1100 Embedded MXM GPU Computer

Compact MXM GPU computer for single-module inference where dual full-length cards won't fit.

BTL-S/14th/13th/12th Gen Intel Core (max 65 W)
1× MXM 3.1 Type A/B GPU socket (modules up to 80 W)
DDR5-5600 ECC/non-ECC, up to 96 GB
260 × 200 × 85 mm; MXM configs use the FAN-EX102 fan kit

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Previous Generation

GP-3000 Dual Full-length GPU Expandable Computer

Previous-generation dual-GPU workhorse — Xeon-capable with ECC DDR4 memory, five LAN ports, and MIL-STD-810G compliance.

8th/9th Gen Intel Xeon/Core (35–80 W)
600 W GPU budget @ 48 VDC (500 W @ 24 VDC)
DDR4-2666 ECC/non-ECC, up to 64 GB
5× GbE LAN, -40°C to 70°C (35 W CPU, no GPU)

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Where GP-Series Systems Get Deployed

Machine Vision & Inline Inspection

Run GPU inference against multiple GigE camera streams — the GP-3100 carries four 2.5GbE ports plus one GbE onboard, no add-in NIC required.

Edge AI Inference

Deploy trained models next to the data source, with up to two full-length accelerator cards inside a 600 W (@ 48 VDC) GPU power budget.

Rail & Roadside Video Analytics

EN 50121-3-2 railway EMC (per EN 50155) and EN 45545-2 fire protection across all three models cover rolling stock and wayside cabinets.

Mobile & In-Vehicle AI

9–48 VDC input, E-Mark certification, and optional CFM ignition sensing (12 V/24 V with delay management) suit fleets and mobile platforms.

Inside the GP-Series Platform

Cincoze GP-Series power diagram showing 500 W delivered to the GPU Expansion Box at 24 VDC

GPU Power: 500 W @ 24 VDC, 600 W @ 48 VDC

Both GP models feed their GPU cards through a defined power envelope: a single GPU runs at 300 W @ 24 VDC; dual-GPU configurations run 500 W @ 24 VDC or 600 W @ 48 VDC (each card up to 300 W). The previous-generation GP-3000 additionally publishes a 720 W total system power budget at 24 VDC with the GEB-3601.

9–48 VDC wide-range DC input on both GP models
Over-voltage (51–58 V), over-current (30 A), and reverse-power protection
Power ignition sensing via optional CFM module (12 V/24 V, delay management)

GPU Expansion Box configurations on the Cincoze GP-Series (GP-3000 shown)

Modular GPU Expansion With GEB

On both GP models the GPU Expansion Box (GEB) determines the card configuration: GEB-3301 provides one PCIe x16 slot plus one PCIe x4 slot; GEB-3601 provides two PCIe x16 slots (x8 signal) plus PCIe x4 and x1 slots. Both accept full-length cards up to 138 × 328 × 64 mm, locked down by a patented adjustable 3D GPU mounting bracket for high-vibration environments.

Beyond graphics, Cincoze CMI and CFM modules add GbE/2.5GbE/10GbE LAN, CAN bus, DIO, serial, PoE, and power ignition sensing without a chassis redesign.

View GP-3100 Specs

Cincoze GP-Series cooling animation showing external fan kits on the chassis

Published Thermal Ratings, Not Marketing Numbers

Cincoze publishes derated operating ranges instead of a single headline number, so you can design the enclosure around real limits:

GP-3100: -40°C to 70°C with a 35 W CPU; -40°C to 60°C at 45/65 W — GPU heat is handled by isolated external smart fan kits on both sides of the chassis
GM-1100 with an MXM GPU: up to 50°C ambient (40 W module) or 40°C (60–80 W module), FAN-EX102 external fan kit required
Previous-gen GP-3000 (35 W CPU): -40°C to 70°C with no add-in GPU; -40°C to 40°C with one 250 W GPU; -40°C to 35°C with two

All ratings assume extended-temperature peripherals and ambient airflow.

Cincoze GP-3100 chassis with attached GPU Expansion Box

Front-Access Serviceability

Drives and SIMs are reachable from the front of the chassis — no unmounting the unit to service it in the field.

4× hot-swap 2.5″ SATA bays with RAID 0/1/5/10 on the GP-3100
M.2 NVMe socket (PCIe Gen 4 x4) for the OS drive
Front-accessible SIM socket for cellular expansion (2× SIM on the GP-3000)
Software-programmable watchdog with 256-level system reset
Tower, desktop, 19″ rack, flat, and wall mounting

View GP-3100 Specs

GP-3100 vs GM-1100 vs GP-3000

GP-3100 vs GM-1100 vs GP-3000
Spec	GP-3100 (current)	GM-1100 (current)	GP-3000 (previous gen)
Processor	14th/13th/12th Gen Intel Core, max 65 W	BTL-S/14th/13th/12th Gen Intel Core, max 65 W	8th/9th Gen Intel Xeon/Core, 35–80 W
GPU support	2× full-length via GPU Expansion Box (GEB)	1× MXM 3.1 Type A/B module	2× full-length via GPU Expansion Box (GEB)
GPU power budget	600 W @ 48 VDC (500 W @ 24 VDC)	MXM modules up to 80 W	600 W @ 48 VDC (500 W @ 24 VDC)
Memory	DDR5-5600 ECC/non-ECC, up to 96 GB	DDR5-5600 ECC/non-ECC, up to 96 GB	DDR4-2666 ECC/non-ECC, up to 64 GB
LAN	4× 2.5GbE + 1× GbE	1× 2.5GbE + 1× GbE	5× GbE
Storage bays	4× hot-swap 2.5″ + M.2 NVMe	2× hot-swap 2.5″ + M.2 NVMe	4× hot-swap 2.5″ + M.2 NVMe
Operating temp (35 W CPU, no GPU; wide-temp peripherals, ambient airflow)	-40°C to 70°C	-40°C to 70°C	-40°C to 70°C
Shock & vibration	MIL-STD-810H	MIL-STD-810H	MIL-STD-810G
Rail & vehicle certs	EN 50121-3-2 railway EMC (per EN 50155), EN 45545-2, E-Mark	EN 50121-3-2 railway EMC (per EN 50155), EN 45545-2, E-Mark	EN 50121-3-2 railway EMC (per EN 50155), EN 45545-2, E-Mark

GP-Series Buying Questions

What is the difference between the Cincoze GP-3000 and GP-3100?

The current-generation GP-3100 runs 14th/13th/12th Gen Intel Core processors (max 65 W) with DDR5-5600 ECC/non-ECC memory up to 96 GB and four 2.5GbE ports plus one GbE. The previous-generation GP-3000 is built on 8th/9th Gen Intel Xeon and Core processors (35–80 W) with DDR4-2666 ECC/non-ECC memory up to 64 GB and five GbE ports. Both provide the same GPU power scheme — up to 600 W at 48 VDC, 500 W at 24 VDC — plus four hot-swap 2.5-inch SATA bays, M.2 NVMe storage, 9–48 VDC input, and a -40°C to 70°C operating range at 35 W CPU TDP with extended-temperature peripherals and ambient airflow. Shock and vibration compliance is MIL-STD-810H on the GP-3100 and MIL-STD-810G on the GP-3000.

Can the GP-Series really run two full-length GPU cards?

Yes. On both GP models the GPU Expansion Box (GEB) provides the card slots: the GEB-3601 configuration offers two PCIe x16 slots (x8 signal) plus PCIe x4 and x1 slots, and accepts cards up to 138 × 328 × 64 mm. A single GPU runs at 300 W on 24 VDC input; dual-GPU configurations run 500 W at 24 VDC or 600 W at 48 VDC, with each card up to 300 W. Cincoze's compatible-GPU list for the GP-3100 includes 300 W full-length cards such as the NVIDIA RTX PRO 6000 Blackwell Max-Q and RTX 6000.

What happens to the temperature rating when I install GPUs?

The published operating range is -40°C to 70°C with a 35 W CPU and no add-in GPU, assuming extended-temperature peripherals and ambient airflow. The GP-3100 is rated -40°C to 60°C with 45 W or 65 W CPUs and cools GPU cards with isolated external smart fan kits on both sides of the chassis; Cincoze does not publish a with-GPU ambient matrix for it. The previous-generation GP-3000 does publish derated GPU figures: -40°C to 40°C with one 250 W GPU and -40°C to 35°C with two 250 W GPUs (35 W CPU).

What if I don't need full-length graphics cards?

Consider the GM-1100. It accepts one MXM 3.1 Type A/B GPU module — options up to 80 W, such as the NVIDIA RTX AD5000 — in a compact 260 × 200 × 85 mm chassis on the BTL-S/14th/13th/12th Gen Intel Core platform (max 65 W). With an MXM module installed, the FAN-EX102 external fan kit is required and the ambient ceiling is 50°C for 40 W modules or 40°C for 60–80 W modules; CPU-only configurations are rated -40°C to 70°C at 35 W TDP. It shares DDR5-5600 memory up to 96 GB and MIL-STD-810H compliance with the GP-3100.

Can these systems run from vehicle or battery power?

Yes. All three models accept 9–48 VDC input with over-voltage, over-current, and reverse-power protection, and support power ignition sensing through an optional CFM module with selectable 12 V/24 V modes and delay time management. The GP-3100, GM-1100, and GP-3000 all carry E-Mark vehicle certification and EN 50121-3-2 railway EMC (per EN 50155).

Can ADEK configure a GP-Series system for my application?

Yes — tell us your requirements and we'll configure memory, storage, OS, and expansion to match. Supported operating systems include Windows and Linux options depending on model. We also support OEM and volume programs; mention quantities in your request.

Spec Your Rugged GPU Computer With an Engineer

Tell us your GPU cards, ambient temperature, and I/O — a US-based engineer will reply within one business day. 30+ years in industrial computing.

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