The desk
Die Brief

DIE.BRIEF

Hardware desk
Accelerators CONFIRMED

AMD Helios moves the constraint from chips to facility economics

The Die Brief Desk, after amd.com

The Helios rack carries 31 TB of HBM4 across 72 MI455X GPUs, and that memory stack sets the scale of the decision.

Hot Chips 2026 MI400 System Architecture Slide 5 AMD Helios Highlights — Picture from servethehome.com
Hot Chips 2026 MI400 System Architecture Slide 5 AMD Helios Highlights — Picture from servethehome.com
AMD Helios
GPUs per rack72 AMD Instinct MI455X GPUs
HBM4 memory31 TB
Peak OCP MXFP4up to 2.9 exaFLOPS
Peak OCP MXFP8up to 1.4 exaFLOPS
Memory bandwidth1.67 PB/s
GPU HBM4432 GB
GPU memory bandwidth23.3 TB/s
Scale-up bandwidth per GPUup to 3.6 TB/s

The rack's peak OCP MXFP4 figure is 2.9 exaFLOPS, with 1.67 PB/s of memory bandwidth. Each MI455X carries 432 GB of HBM4 at 23.3 TB/s.

Hot Chips 2026 MI400 System Architecture Slide 3 Co-Designed System Architecture for Rack-Scale AI — Picture from servethehome.com
Hot Chips 2026 MI400 System Architecture Slide 3 Co-Designed System Architecture for Rack-Scale AI — Picture from servethehome.com

The page describes the platform as co-designed with EPYC CPUs and Pensando networking. It also names CoWoS-L packaging and 3D hybrid bonded compute dies.

Hot Chips 2026 MI400 System Architecture Slide 4 Scale-Up Pod Architecture — Picture from servethehome.com
Hot Chips 2026 MI400 System Architecture Slide 4 Scale-Up Pod Architecture — Picture from servethehome.com

The unmeasured parts are tokens per second, watt per token, and the price of a populated rack. Yield, TDP, and ship date remain unstated.

Hot Chips 2026 MI400 System Architecture Slide 6 AMD Helios Rack Construction — Picture from servethehome.com
Hot Chips 2026 MI400 System Architecture Slide 6 AMD Helios Rack Construction — Picture from servethehome.com

The buyer must decide how much of the peak figure survives real model shapes, interconnect contention, and cooling. The rack turns a GPU spec into a facility decision.

The spec proves a 72-GPU configuration, not sustained throughput, power draw, or price.

After amd.com. We did not report this. The pictures, if any, are theirs.

October 18, 2026 · 3 min
Copy link Share to X