A CHANNEL PRUNING OPTIMIZATION WITH LAYER-WISE SENSITIVITY IN A SINGLE-SHOT MANNER UNDER COMPUTATIONAL CONSTRAINTS

A Channel Pruning Optimization With Layer-Wise Sensitivity in a Single-Shot Manner Under Computational Constraints

In the constrained computing environments such as mobile device or Spades satellite on-board system, various computational factors of hardware resource can restrict the processing of deep learning (DL) services.Recent DL models such as satellite image analysis mainly require larger resource memory occupation for intermediate feature map footprint t

read more

A technique for determining the optimum mix of logistics service providers of a make-to-order supply chain by formulating and solving a constrained nonlinear cost optimization problem

In this paper, a technique has been developed to determine the optimum mix of logistic service providers of a make-to-order (MTO) supply chain.A serial MTO supply chain with different stages/ processes has been considered.For each stage different logistic service providers with different mean processing lead times, but same lead time variances are

read more

The role of the committee of the regions (CoR) to implement the Green Deal at the local level: an overview of Italy

Modules The contribution focuses on the role of cities in the implementation of the so-called Green Deal, the ambitious program proposed by the European Commission, in accordance with the objectives set by the Paris Agreements, to implement the use of clean energy resources, favour the circular economy, restore biodiversity and reduce pollution.The

read more