Rugged Embedded GPU Computers

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

Cincoze's flagship GP-Series puts two full-length GPU cards in a rugged, wall- or rack-mountable chassis — hot-swap storage, ECC memory options, and MIL-STD-810 shock and vibration compliance.

  • Two full-length GPU card slots on both GP models
  • -40°C to 70°C operating range at 35 W CPU TDP
  • 4× hot-swap 2.5″ SATA bays + M.2 NVMe
  • 9–48 VDC input, optional ignition sensing
  • EN 50155, EN 45545-2, E-Mark certified

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GPU power budget (GP-3000 & GP-3100)
600 W
Total power budget (GP-3000)
720 W
MTBF (GP-3000)
441,283 h
Shock & vibration compliance
MIL-STD-810G/H
DDR5-5600 max memory (GP-3100)
96 GB

Which GP-Series Model Fits Your Workload

Both GP models take two full-length GPU cards; the compact GM-1100 covers workloads where a single MXM module is enough.

GP-3000 Dual Full-length GPU Expandable Computer MIL-STD-810G

GP-3000 Dual Full-length GPU Expandable Computer

Xeon-capable dual-GPU workhorse for machine-vision and inference lines that need ECC memory and five LAN ports.

  • 8th/9th Gen Intel Xeon/Core (35–80 W)
  • 600 W GPU budget, 720 W total power
  • 4× hot-swap 2.5″ SATA + M.2 NVMe
  • 5× GbE LAN, -40°C to 70°C
View Specs
GP-3100 Dual Full-length GPU Expandable Computer MIL-STD-810H

GP-3100 Dual Full-length GPU Expandable Computer

Current-generation flagship — 12th–14th Gen Core with DDR5-5600 and 2.5GbE networking for higher camera counts.

  • 12th/13th/14th Gen Intel Core (max 65 W)
  • DDR5-5600 ECC/non-ECC, up to 96 GB
  • 4× 2.5GbE + 1× GbE LAN
  • 600 W GPU power budget
View Specs
GM-1100 Embedded MXM GPU Computer 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.

  • 12th/13th Gen Intel Core (max 65 W)
  • 1× MXM 3.1 Type A/B GPU socket
  • DDR5-5600 ECC/non-ECC, up to 96 GB
  • Fanless chassis, 260 × 200 × 85 mm
View Specs

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 GPU power budget.

Rail & Roadside Video Analytics

EN 50155, EN 50121-3-2, and EN 45545-2 certifications 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 total power budget up to 720 W

720 W Total Power Budget

The GP-3000 carries a 720 W total power budget, with 600 W of it available to GPU cards — enough for dual 250 W accelerators plus CPU, drives, and expansion modules. The GP-3100 carries the same 600 W GPU power budget on its 12th/13th/14th Gen Core platform.

  • 9–48 VDC wide-range DC input on both models
  • Over-voltage, over-current, and reverse-power protection
  • Power ignition sensing via optional CFM module (12 V/24 V, delay management)
GPU Expansion Box scalability on the Cincoze GP-3000

Modular GPU Expansion With GEB

On the GP-3000, the GPU Expansion Box (GEB) determines the card configuration: GEB-3301 provides one PCIe x16 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.

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

Intelligent cooling design for enhanced thermal support

Published Thermal Ratings for Every GPU Load

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

  • GP-3000, 35 W CPU, no add-in GPU: -40°C to 70°C
  • GP-3000 with one 250 W GPU: -40°C to 40°C; with two 250 W GPUs: -40°C to 35°C
  • GP-3100 at 65 W CPU TDP: -40°C to 60°C

Ratings assume extended-temperature peripherals and ambient airflow; the GP-3100 adds smart-fan control for GPU loads.

Cincoze GP-3000 front-accessible storage and SIM slots

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
  • M.2 NVMe socket for the OS drive
  • Front-accessible SIM slots for cellular redundancy (2× on GP-3000)
  • Software-programmable watchdog with 256-level system reset
  • Wall, rack, and desk mounting

GP-3000 vs GP-3100 vs GM-1100

GP-3000 vs GP-3100 vs GM-1100
SpecGP-3000GP-3100GM-1100
Processor8th/9th Gen Intel Xeon/Core, 35–80 W12th/13th/14th Gen Intel Core, max 65 W12th/13th Gen Intel Core, max 65 W
GPU support2× full-length via GPU Expansion Box2× full-length GPU cards1× MXM 3.1 Type A/B module
GPU power budget600 W600 WMXM modules up to 80 W
MemoryDDR4-2666 ECC/non-ECC, up to 64 GBDDR5-5600 ECC/non-ECC, up to 96 GBDDR5-5600 ECC/non-ECC, up to 96 GB
LAN5× GbE4× 2.5GbE + 1× GbE1× 2.5GbE + 1× GbE
Storage bays4× hot-swap 2.5″ + M.2 NVMe4× hot-swap 2.5″ + M.2 NVMe2× hot-swap 2.5″ + M.2 NVMe
Operating temp (35 W CPU, no GPU)-40°C to 70°C-40°C to 70°C-40°C to 70°C
Shock & vibrationMIL-STD-810GMIL-STD-810HMIL-STD-810H
Rail & vehicle certsEN 50155, EN 45545-2, E-MarkEN 50155, EN 45545-2, E-MarkEN 50155, EN 45545-2, E-Mark

GP-Series Buying Questions

What is the difference between the Cincoze GP-3000 and GP-3100?
The 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. The GP-3100 moves to 12th/13th/14th Gen Intel Core (max 65 W) with DDR5-5600 ECC/non-ECC memory up to 96 GB and four 2.5GbE ports plus one GbE. Both provide a 600 W GPU power budget, 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. Shock and vibration compliance is MIL-STD-810G on the GP-3000 and MIL-STD-810H on the GP-3100.
Can the GP-Series really run two full-length GPU cards?
Yes. On the GP-3000, 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. The GPU power budget is 600 W, and the GP-3000's published thermal ratings cover dual 250 W GPU configurations. The GP-3100 is likewise a dual full-length GPU expandable platform with a 600 W GPU power budget.
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. Cincoze publishes derated figures for GPU configurations: the GP-3000 is rated -40°C to 40°C with one 250 W GPU and -40°C to 35°C with two 250 W GPUs. All ratings assume extended-temperature peripherals and ambient airflow, so you can design the enclosure and duty cycle around real numbers.
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 — up to 80 W per its published thermal conditions, with MXM configurations using an external fan kit — in a compact 260 × 200 × 85 mm chassis. It shares the DDR5-5600 memory platform, -40°C to 70°C rating at 35 W TDP, 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-3000, GP-3100, and GM-1100 all carry E-Mark vehicle certification as well as EN 50155 and EN 50121-3-2 railway certifications.
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.