Bring compute and data closer.
Compute chiplets, I/O chiplets, stacked SRAM and HBM4E form a scalable package that reduces data movement across boards.
HMGO SuPro 1 Series
Born for
supercomputing.
Not a consumer processor made larger. SuPro 1 redesigns the complete system—from silicon, memory and optical fabric to compilers and recovery—for large-model training, scientific computing and giant servers.
HM-Mesh X1One compute domain.
5processors
12.8EFLOPS FP4
48 TBHBM4E
192 TB/sUltra memory bandwidth
65,536nodes in one domain
Supercomputing, end to end
From one processor
to one compute domain.
One fabric across four scales.
HM-Mesh X1 carries the same collective communication, telemetry and recovery semantics across package, tray, rack and cluster.
Failures happen. Work continues.
From ECC and link replay to incremental checkpoints and elastic scheduling, long-running jobs can isolate a failure and keep moving.
Five processors. One architecture.
Five scales.
One SuPro architecture.
From an AI2 Ultra-class migration entry point to an extreme package and a next-generation development preview.
01 · Compatibility
SuPro 1 Lite
AI2 Ultra-class compute enters a supercomputing system.
An accessible SuPro node for workstation code, quantised models and small clusters, using a conceptual compute level aligned with HMGO AI2 Ultra.
61.44 POPSFP4
- Memory
- 2 TB HBM4
- Bandwidth
- 8 TB/s
- Power
- 450 W
02 · Standard
SuPro 1
Standard never means ordinary.
The standard supercomputing processor for research and enterprise AI, balancing large models, FP64 simulation and private departmental compute.
0.42 EFLOPSFP4
- Memory
- 4 TB HBM4E
- Bandwidth
- 18 TB/s
- Power
- 700 W
03 · Professional
SuPro 1 Pro
Sustained performance for large servers and training.
Six compute chiplets, dual fault domains and complete RAS for 10-trillion-parameter training, critical services and production runs lasting weeks.
2.8 EFLOPSFP4
- Memory
- 12 TB HBM4E
- Bandwidth
- 64 TB/s
- Power
- 1.8 kW
04 · Frontier
SuPro 1 Ultra
Push a single package to the edge of conceptual compute.
Eight compute chiplets, four I/O chiplets and co-packaged optics form an extreme unit for frontier models, global climate simulation and digital twins.
12.8 EFLOPSFP4
- Memory
- 48 TB HBM4E
- Bandwidth
- 192 TB/s
- Power
- 6 kW
05 · Early Access
SuPro 2 Preview
See the next SuPro generation early.
A development preview of HM-Ark V7, Matrix Ocean Gen 5 and HM-Link X2 for early software, network, power and cooling validation.
20.0 EFLOPSFP4 target
- Memory
- 64 TB HBM5-P
- Bandwidth
- 256 TB/s
- Power
- 5.5 kW
SuPro 1 Ultra
The most powerful
conceptual processor.
In HMGO's internal HyperScale Transformer Throughput projection, SuPro 1 Ultra reaches up to 800× the projected throughput of a single Apple M5 Max system.
This figure assumes FP4 weights, FP8 activations, long-context batching and a server-class power envelope. It is a conceptual cross-category projection, not an independent third-party measurement, and does not represent every workload.
Read the performance methodology ↗Inside SuPro
Not five isolated engines.
One task graph.
Aurora CPU
64-bit HM-Ark V6 · multithreaded control and FP64 vectors
Matrix Ocean
FP4 / FP8 / BF16 / TF32 / FP64 variable-precision matrix engines
Nebula GPU
Numerical parallelism, ray-traced visualisation and geometry reconstruction
Orion DPU
Network, storage, encryption and distributed checkpoint offload
HM-Mesh X1
One optical fabric from the package to 65,536 nodes
Portfolio at a glance
Choose the right scale.
| Model | FP4 concept peak | Memory | Bandwidth | Sustained power | Primary workloads |
|---|---|---|---|---|---|
| SuPro 1 Lite | 61.44 POPS | 2 TB HBM4 | 8 TB/s | 450 W | AI2 Ultra migration · small clusters |
| SuPro 1 | 0.42 EFLOPS | 4 TB HBM4E | 18 TB/s | 700 W | General HPC · research · enterprise AI |
| SuPro 1 Pro | 2.8 EFLOPS | 12 TB HBM4E | 64 TB/s | 1.8 kW | Large servers · model training |
| SuPro 1 Ultra | 12.8 EFLOPS | 48 TB HBM4E | 192 TB/s | 6 kW | Frontier models · global simulation |
| SuPro 2 Preview | 20.0 EFLOPS target | 64 TB HBM5-P | 256 TB/s | 5.5 kW | Next-generation development validation |
Technology Publications
From concept specification
to system engineering.
Three complete technical publications, 36 pages in total, available to open or download.
SUPRO-ARCH-00113 pages
01System Architecture White Paper
Heterogeneous packaging, HBM4E, HM-Mesh X1, scale-out systems, RAS, security and the methodology behind the 800× projection.
Open PDF ↗SUPRO-SPEC-0019 pages
02Product Specification
Complete parameters for five models, including roles, memory, fabric, power, target workloads and platform qualification.
Open PDF ↗SUPRO-DEPLOY-00114 pages
03Platform Deployment & Development Guide
Rack power-up, the HM-Forge stack, distributed training, scientific computing, recovery, secure operations and acceptance checklists.
Open PDF ↗Concept disclosure
Imagine freely. State the boundaries clearly.
HMGO SuPro 1 is an original conceptual processor family. Process nodes, performance, power, interfaces, product plans and software names shown on this page and in its documents are design assumptions, not shipping hardware or third-party validated results. Apple and M5 Max are trademarks of their respective owners.