MoE SSD-Streaming Speed Estimator (Pipelined)

1 min read Original article ↗

Includes Layer-Major Double Buffering (Prefetch Hiding) simulation and Model Presets

Model Preset

Hardware Architecture

Model Parameters

Hardware Tiers

Capacity (GB)

Bandwidth (GB/s)

Capacity (GB)

Bandwidth (GB/s)

Capacity (GB)

Bandwidth (GB/s)

Reading Strategy

Enable Pipelining Layer-major double buffering

PIPELINED

Estimated Decode Speed

Bottleneck: Calculating...

Model Weights Analysis

Model Allocation & Native I/O Times

VRAM 0 GB

Native read/tok: 0 ms

RAM 0 GB

Native read/tok: 0 ms

SSD 0 GB

Native read/tok: 0 ms

Without Pipelining: Times are added linearly.