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Availability · March 2022

NVIDIA H100

The new generation got a dedicated transformer unit: hardware designed for one specific model architecture.

Why it matters

The circle closed: first the method was fitted to the hardware, now hardware is designed for a method named in a 2017 paper.

The unit picks precision automatically for each transformer layer, speeding training without losing quality. The moment is telling: the name of a neural network architecture appears in a chip's specification. By 2023 demand for these accelerators exceeded supply: The Batch reported in August 2023 that cloud providers had begun having trouble finding GPUs earlier that year and that the shortfall had spread to AI companies large and small, so that access to them became a limiting factor for whole companies. NVIDIA's own announcement of 22 March 2022 gave availability from the third quarter of 2022 and claimed a speed-up of up to 6x for transformer networks.

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Event date
March 2022
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Sources gathered automatically · September 17, 2026
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evt-0270

The Hopper architecture was announced in March 2022.

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