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Published at November 15

That Chip Has Sailed: A Critique of Unfounded Skepticism Around AI for Chip Design

cs.AI

cs.LG

Released Date: November 15, 2024

Authors: Anna Goldie¹, Azalia Mirhoseini¹, Jeff Dean²

Aff.: ¹Google DeepMind, Department of Computer Science, Stanford University; ²Google DeepMind, Google Research, Department of Computer Science, Stanford University

Arxiv: http://arxiv.org/abs/2411.10053v1

Block Name from Cheng et al.’s Table 1	Tensorboard?	Num Steps	Total Loss Curve
Ariane-NG45	No	1M	No Tensorboard.
BlackParrot-NG45	No	?	No Tensorboard.
MemPool-NG45	Yes	250k	Divergence at 100k steps, clearly has not converged.
Ariane-GF12	Yes	350k	Divergence at 130k steps, clearly has not converged.
BlackParrot-GF12	Yes	160k	Still converging, training stopped prematurely.
MemPool-GF12	Yes	250k	Still converging, training stopped prematurely.