<ul><li>Current structural pruning methods face limitations in aggressive parameter reduction and latency-aware optimization.</li><li>Multi-Dimensional Pruning (MDP) addresses these limitations by optimizing across various granularities and using advanced latency modeling.</li><li>MDP achieves an optimal balance between latency and accuracy by formulating pruning as a Mixed-Integer Nonlinear Program (MINLP).</li><li>Experimental results show that MDP outperforms previous methods, achieving speed increase and accuracy improvement.</li></ul>

MDP: Multidimensional Vision Model Pruning with Latency Constraint

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