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ShuffleNet: pointwise groups with channel shuffle

Contribution grade

Efficient vision architectures · Human-designed research method or resource

Reference score115,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Combined pointwise group convolution with channel shuffling to permit cross-group information flow in compute-limited mobile convolutional networks.

Scientific scope

Combined pointwise group convolution with channel shuffling to permit cross-group information flow in compute-limited mobile convolutional networks. Inherits grouped/depthwise convolution. FLOP reductions are not guaranteed proportional latency reductions on every accelerator; reported speed and accuracy are scoped to tested budgets/devices.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits grouped/depthwise convolution. FLOP reductions are not guaranteed proportional latency reductions on every accelerator; reported speed and accuracy are scoped to tested budgets/devices.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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