AlexNet (2012)
研究论文
架构突破
The ImageNet result that started the deep-learning era — on two gaming GPUs.
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Krizhevsky, Sutskever and Hinton halved the ImageNet error rate with a convolutional network trained on two consumer NVIDIA GTX 580s — the moment that proved GPUs + data + depth beats hand-engineering, redirected the field, and incidentally set NVIDIA on its current path. Every GPU cluster in this database descends from that dorm-room-scale rig.
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训练数据包括
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记录审阅截至 2026-01-15 — 查看 方法论.