查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“1. Field of the Invention“Example embodiments relate to a method and system for weight memory mapping for a streamingoperation of a giant generative artificial intelligence hardware.“2. Description of the Related Art“In the case of generative artificial intelligence models, many of them adopt a transformer structure andexhibit high performance. However, in the case of a tr ansformer, latency is crucial due to small parallelismof operations. An efficie nt weight mapping method is required to reduce latency of hardware.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“1. Field of the Invention“Example embodiments relate to a method and system for weight memory mapping for a streamingoperation of a giant generative artificial intelligence hardware.“2. Description of the Related Art“In the case of generative artificial intelligence models, many of them adopt a transformer structure andexhibit high performance. However, in the case of a tr ansformer, latency is crucial due to small parallelismof operations. An efficie nt weight mapping method is required to reduce latency of hardware.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“As users increasingly make online purchases, fulfilment of such purchases and other orders may becomeincreasingly complicated. For exampl e, a fulfillment center may have output of upwards of one millionpackages per d ay. With such demands, efficiency of logistics related to processing orders and packages maybe important. Accordingly, improvements in various operations of or der fulfillment, such as improvementsto picking technology, sorting technology, packing technology, and so forth may be desired, such thatthroughput can be in creased and sustainability can be improved.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“As users increasingly make online purchases, fulfilment of such purchases and other orders may becomeincreasingly complicated. For exampl e, a fulfillment center may have output of upwards of one millionpackages per d ay. With such demands, efficiency of logistics related to processing orders and packages maybe important. Accordingly, improvements in various operations of or der fulfillment, such as improvementsto picking technology, sorting technology, packing technology, and so forth may be desired, such thatthroughput can be in creased and sustainability can be improved.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Automated guided vehicles (AGVs) have long been a successful solution to automaticallymove material to, from, and through manu facturing facilities, warehouses, distribution centers, and otherapplications. The AGV has evolved with new navigation technology, physical size/payload capabi lities,environments and routing abilities and are now often referred to as auto nomous mobile robots (AMR).The difference between AGVs and AMRs is one of degre e and for the purpose of this document a referenceto one shall include the othe r.”
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Automated guided vehicles (AGVs) have long been a successful solution to automaticallymove material to, from, and through manu facturing facilities, warehouses, distribution centers, and otherapplications. The AGV has evolved with new navigation technology, physical size/payload capabi lities,environments and routing abilities and are now often referred to as auto nomous mobile robots (AMR).The difference between AGVs and AMRs is one of degre e and for the purpose of this document a referenceto one shall include the othe r.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Collecting real-world data for training and testing machin e learning models (MLMs)-such as neuralnetworks-is a laborious, costly, and tim e consuming task that requires countless human and computeresources. Even where sufficient resources are available, certain scenarios that should be captured t oproduce a robust model may be rare or unsafe to capture. To combat this issue, synthetic data generationhas emerged as a solution to generate ground truth in formation. Synthetic data may be generated usingthree-dimensional (3D) graphics techniques to simulate the real-world. In some approaches, real-world datamay be transformed to generate the synthetic data for training or testing, such as t o augment trainingsets. However, synthetic data can include artifacts that are correlated with the ground truth informationso that an MLM may make predictions based on the artifacts. When deployed in the real-world, theseartifacts may no t be present, resulting in a poorly performing MLM.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Collecting real-world data for training and testing machin e learning models (MLMs)-such as neuralnetworks-is a laborious, costly, and tim e consuming task that requires countless human and computeresources. Even where sufficient resources are available, certain scenarios that should be captured t oproduce a robust model may be rare or unsafe to capture. To combat this issue, synthetic data generationhas emerged as a solution to generate ground truth in formation. Synthetic data may be generated usingthree-dimensional (3D) graphics techniques to simulate the real-world. In some approaches, real-world datamay be transformed to generate the synthetic data for training or testing, such as t o augment trainingsets. However, synthetic data can include artifacts that are correlated with the ground truth informationso that an MLM may make predictions based on the artifacts. When deployed in the real-world, theseartifacts may no t be present, resulting in a poorly performing MLM.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Generating imagery for digital content can be t ime consuming and expensive. For example, toachieve an aesthetic depiction of a n object, such as a sneaker or a bottle of perfume, the object typicallyneeds t o be positioned and lighted against a background scene. The background scene may include, forexample, an environment such as a basketball court, bathroom, flow er garden, etc. Such environmentscan be difficult to scope out, reserve, and tr avel to. The background scene may also include componentsarranged in a setting, such as a bench to the left, a window, an arrangement of rolled towels, or any of awide variety of other objects. If different background scenes are desired f or different images, the time andeffort required to capture imagery of the obje ct in such backgrounds multiplies.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Generating imagery for digital content can be t ime consuming and expensive. For example, toachieve an aesthetic depiction of a n object, such as a sneaker or a bottle of perfume, the object typicallyneeds t o be positioned and lighted against a background scene. The background scene may include, forexample, an environment such as a basketball court, bathroom, flow er garden, etc. Such environmentscan be difficult to scope out, reserve, and tr avel to. The background scene may also include componentsarranged in a setting, such as a bench to the left, a window, an arrangement of rolled towels, or any of awide variety of other objects. If different background scenes are desired f or different images, the time andeffort required to capture imagery of the obje ct in such backgrounds multiplies.
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