Abstract: A fully-connected neural network may be configured for execution by a processor as a fully-fused neural network by limiting slow global memory accesses to reading and writing inputs to and outputs from the fully-connected neural network. The computational cost of fully-connected neural networks scale quadratically with its width, whereas its memory traffic scales linearly. Modern graphics processing units typically have much greater computational throughput compared with memory bandwidth, so that for narrow, fully-connected neural networks, the linear memory traffic is the bottleneck. The key to improving performance of the fully-connected neural network is to minimize traffic to slow “global” memory (off-chip memory and high-level caches) and to fully utilize fast on-chip memory (low-level caches, “shared” memory, and registers), which is achieved by the fully-fused approach.

Abstract: A device for receiving and for transporting an article having a receiving plate which is slid under the article is provided in which the improvement involves a more effective way for an article to rest on the receiving plates during transportation. A more effective way for an article to rest on a receiving plate that is slid under the article is the addition of a hold down element.

Abstract: Device for receiving and for transporting an article, which device has receiving means which can be slid under the article by a sliding unit, characterized in that the receiving means are formed by rollers (10) which are arranged transversely to the direction in which they are slid under the article (1) by the sliding unit (20) and are driven in such a way that their circumferential velocity is equal in amount, but opposite in direction, to the speed at which they are slid under the article (1).

Abstract: Device for receiving and for transporting an article, which device has receiving means which are slid under the article by a sliding means, the receiving means being formed by a belt which revolves around deflections means, the deflection means being formed by tensioning struts (26) which are tensioned relative to one another and are arranged on the sliding means (20).

Abstract: Device for receiving and for transporting an article, which device has receiving means which can be slid under the article by a sliding unit, characterized in that the receiving means are formed by rollers (10) which are arranged transversely to the direction in which they are slid under the article (1) by the sliding unit (20) and are driven in such a way that their circumferential velocity is equal in amount, but opposite in direction, to the speed at which they are slid under the article (1).

Abstract: A device for receiving and for transporting an article having a receiving plate which is slid under the article is provided in which the improvement involves a more effective way for an article to rest on the receiving plates during transportation. A more effective way for an article to rest on a receiving plate that is slid under the article is the addition of a hold down element.

Abstract: Device for receiving and for transporting an article, which device has receiving means which are slid under the article by a sliding means, the receiving means being formed by a belt which revolves around deflections means, the deflection means being formed by tensioning struts (26) which are tensioned relative to one another and are arranged on the sliding means (20).