silicon atlasTHE HARDWARE REFERENCE
العربية
ARCHITECTURE BEFORE ADVERTISINGNAMES DECODED

What is behind the name?

A product name is a starting point. The architecture and the workload tell you what it can do.

Different machines for different work

Where would you start?

CPU

A useful starting point
Complex control
Good fit

Short tasks, irregular branches, general-purpose code.

Watch for

Limited parallel arithmetic compared with a large GPU.

Look inside

GPU

Parallel throughput
Good fit

Large batches of similar work, graphics, numerical kernels.

Watch for

Dispatch, transfer costs, divergence, and resource pressure.

Look inside

NPU

Efficient supported tensors
Good fit

Compatible neural operations with good local data reuse.

Watch for

Operator coverage, shapes, formats, conversion, and fallback.

Look inside

Qualitative guidance, not a benchmark. Measure your actual workload, including transfers and fallback.

READ THE FINE PRINT

The name, the mechanism, the right question

WHAT IT MEANS

An instruction engine with its own execution context and substantial control hardware.

WHAT TO CHECK

Physical cores, SMT contexts, cache topology, and sustained performance.

Source
WHAT IT MEANS

Core designs with different performance, area, and energy tradeoffs.

WHAT TO CHECK

Exact microarchitecture, ISA features, scheduler behavior, and power limits.

Source

Prime / Super / Ultra core

Understand the mechanism
WHAT IT MEANS

A vendor’s description of a high-performance core or configuration. It is not a standard ISA category.

WHAT TO CHECK

Distinct design or frequency bin? Which cache and sustained clocks?

Source

Intel Core / Core Ultra

Understand the mechanism
WHAT IT MEANS

Product-family branding. It does not uniquely specify a core design or NPU capability.

WHAT TO CHECK

Generation, SKU, core mixture, supported instructions, and integrated blocks.

Source
WHAT IT MEANS

Ryzen is a processor brand; Zen names CPU microarchitecture generations. A model number needs decoding.

WHAT TO CHECK

Actual Zen generation, core topology, cache, and power configuration.

Source

Apple M / Neural Engine

Understand the mechanism
WHAT IT MEANS

M names a system-on-chip family; Neural Engine names its neural acceleration block.

WHAT TO CHECK

Exact chip and model support, memory configuration, and measured inference.

Source

Oryon / Adreno / Hexagon

Understand the mechanism
WHAT IT MEANS

Qualcomm names for CPU, GPU, and DSP/NPU-related implementations, respectively.

WHAT TO CHECK

Chip generation and actual block capabilities, not just the family names.

Source

CUDA core / Stream processor

Understand the mechanism
WHAT IT MEANS

Vendor resource counts associated with GPU arithmetic lanes, not complete CPU cores.

WHAT TO CHECK

Architecture, operation format, issue rate, memory traffic, and achieved throughput.

Source
WHAT IT MEANS

Execution-group structures: streaming multiprocessor, compute unit, or workgroup processor. They differ by design.

WHAT TO CHECK

Lane organization, scheduling, local storage, occupancy, and generation.

Source
WHAT IT MEANS

A specialized matrix operation engine within a GPU implementation.

WHAT TO CHECK

Supported formats and tile shapes, accumulator precision, dense/sparse rate.

Source

RT Core / Ray Accelerator

Understand the mechanism
WHAT IT MEANS

Dedicated resources for selected ray traversal and intersection work.

WHAT TO CHECK

Scene, ray count, BVH cost, shading, resolution, and reconstruction settings.

Source
WHAT IT MEANS

Peak operation rates. Meaning depends on precision, operation counting, and sparsity assumptions.

WHAT TO CHECK

Same precision, dense/sparse conditions, accuracy, and complete workload.

Source

GHz / Boost / Turbo

Understand the mechanism
WHAT IT MEANS

Clock rate and a policy for temporarily using available operating headroom.

WHAT TO CHECK

Sustained clocks, cooling, active cores, workload, and power policy.

Source
WHAT IT MEANS

Vendor-defined thermal or power design figures. Definitions vary by product and company.

WHAT TO CHECK

Measurement boundary, sustained limits, transient behavior, and actual wall power.

Source

3 nm / 2 nm / Process node

Understand the mechanism
WHAT IT MEANS

A process-generation label, not a standardized literal transistor dimension.

WHAT TO CHECK

Actual chip performance, density, leakage, SRAM scaling, and operating power.

Source

Unified memory / Zero-copy

Understand the mechanism
WHAT IT MEANS

Shared memory or address abstractions, and avoiding a particular explicit copy. Mechanisms vary.

WHAT TO CHECK

Physical residency, coherence, migration, access path, and synchronization.

Source

DDR5 / LPDDR / GDDR / HBM

Understand the mechanism
WHAT IT MEANS

Memory families designed for different platform, energy, packaging, and bandwidth needs.

WHAT TO CHECK

Bus width, channels, transfer rate, latency, capacity, and integration.

Source

ECC / On-die ECC

Understand the mechanism
WHAT IT MEANS

Error protection with a specified code and boundary. Internal DRAM ECC covers a different path from system ECC.

WHAT TO CHECK

Controller, DIMM, board, firmware support, and reported error coverage.

Source

M.2 / NVMe / PCIe

Understand the mechanism
WHAT IT MEANS

Form factor, storage protocol, and interconnect, respectively. One name cannot substitute for the other two.

WHAT TO CHECK

Device protocol, negotiated link, endurance, latency, and sustained speed.

Source