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Inside Hopper: Memory, Tiling, and the Tensor Core Engine episode artwork

EPISODE · Oct 15, 2025 · 5 MIN

Inside Hopper: Memory, Tiling, and the Tensor Core Engine

from Intellectually Curious · host Mike Breault

A deep dive into NVIDIA's Hopper GPUs and how they reinvent matrix multiplication. We explore the memory hierarchy from GM/HBM to on-chip SMEM, the role of coalescing, tiling, and the Tensor Core, and how TMA, swizzling, and pipelining keep data flowing to the math units—driving the AI accelerations behind modern transformers.Note:  This podcast was AI-generated, and sometimes AI can make mistakes.  Please double-check any critical information.Sponsored by Embersilk LLC

Episode metadata supplied by the publisher feed · Published Oct 15, 2025

What this episode covers

A deep dive into NVIDIA's Hopper GPUs and how they reinvent matrix multiplication. We explore the memory hierarchy from GM/HBM to on-chip SMEM, the role of coalescing, tiling, and the Tensor Core, and how TMA, swizzling, and pipelining keep data flowing to the math units—driving the AI accelerations behind modern transformers. Note: This podcast was AI-generated, and sometimes AI can make mistakes. Please double-check any critical information. Sponsored by Embersilk LLC

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Inside Hopper: Memory, Tiling, and the Tensor Core Engine

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How long is this episode of Intellectually Curious?

This episode is 5 minutes long.

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This episode was published on October 15, 2025.

What is this episode about?

A deep dive into NVIDIA's Hopper GPUs and how they reinvent matrix multiplication. We explore the memory hierarchy from GM/HBM to on-chip SMEM, the role of coalescing, tiling, and the Tensor Core, and how TMA, swizzling, and pipelining keep data...

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