OriginalSourceTheregisterLeanUnratedCredibilityUnratedPublished03:25 UTCSourceTheregisterLeanUnratedCredibilityUnratedPublished03:25 UTC
“Toyota shows off SoC that stores model weights and its OS on integrated memory”
AISIN’s SoC stores model weights and OS on-chip
Key points
- AISIN, partly owned by Toyota, targets AI processors for vehicles.
- The 16nm FinFET SoC includes STT-MRAM for on-chip weights and OS.
- It uses Arm Cortex A53 dual-core CPU and Arm MaliG31 GPU.
- Kernel startup time reported at 65.7 milliseconds, 38x faster with on-chip memory.
- Tiny YOLOv3 runs on the chip, with 16x16/16x8/8x8 hybrid multiplication.
How it got here
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