Abstract: A method for contracting a tensor network is provided. The method comprises generating a graph representation of the tensor network, processing the graph representation to determine a contraction for the tensor network by an agent that implements a reinforcement learning algorithm, and processing the tensor network in accordance with the contraction to generate a contracted tensor network.

Abstract: Apparatuses, systems, and techniques to optimize kernel selection for performing a computation. In at least one embodiment, a neural network is trained and utilized to generate a list of kernels so that an (e.g., optimal) kernel may be identified. The neural network receives characteristics of the input matrices and determines relevancy scores for a list of possible kernels. Based on an ordered listing of kernels by relevant score, a kernel is selected from the list and utilized to perform the computation and provide the result.

Abstract: Methods and systems are provided for facilitating comparison of gemstones having multiple attributes that characterize the gemstones. A facilitated comparison system receives from a user a selection of a gemstone in a collection of the gemstones. Each gemstone in the collection is associated with a selling index indicating a probability of the gemstone being bought by a customer. For each of a predetermined set of the attributes, the system determines one or more comparable ranges. The system identifies alternate gemstones to recommend using the comparable ranges for the attributes and the selling indices of the gemstones. The system displays to the user the selected gemstone and one or more of the alternate gemstones for comparison.

Abstract: Methods and systems are provided for facilitating comparison of gemstones having multiple attributes that characterize the gemstones. A facilitated comparison system receives from a user a selection of a gemstone in a collection of the gemstones. Each gemstone in the collection is associated with a selling index indicating a probability of the gemstone being bought by a customer. For each of a predetermined set of the attributes, the system determines one or more comparable ranges. The system identifies alternate gemstones to recommend using the comparable ranges for the attributes and the selling indices of the gemstones. The system displays to the user the selected gemstone and one or more of the alternate gemstones for comparison.

Abstract: Apparatuses, systems, and techniques to optimize kernel selection for performing a computation. In at least one embodiment, a neural network is trained and utilized to generate a list of kernels so that an (e.g., optimal) kernel may be identified. The neural network receives characteristics of the input matrices and determines relevancy scores for a list of possible kernels. Based on an ordered listing of kernels by relevant score, a kernel is selected from the list and utilized to perform the computation and provide the result.

Abstract: Apparatuses, systems, and techniques to convert between tensor convolution and tensor contraction operations. In at least one embodiment, one or more convolution operations are performed on image data by at least contracting one or more tensors to generate one or more feature maps.

Abstract: Methods and systems are provided for facilitating comparison of gemstones having multiple attributes that characterize the gemstones. A facilitated comparison system receives from a user a selection of a gemstone in a collection of the gemstones. Each gemstone in the collection is associated with a selling index indicating a probability of the gemstone being bought by a customer. For each of a predetermined set of the attributes, the system determines one or more comparable ranges. The system identifies alternate gemstones to recommend using the comparable ranges for the attributes and the selling indices of the gemstones. The system displays to the user the selected gemstone and one or more of the alternate gemstones for comparison.

Abstract: A method and apparatus for offshore electromagnetic surveying for the purpose of hydrocarbon exploration and detection is described. The method comprises the step of A) measuring a measurement vector u between receiver electrodes, where the measurement vector u comprises a plurality of measurement signals ui, being dependent on a geological characteristic mk at an geological parameter index k providing information about the geological structure of the geological target area.

Abstract: Disclosed is an adjustable holder for devices with a simplified design for accommodating devices of various form factors and shapes. The adjustable holder comprises at least a pair of offset, generally parallel arms that are slidable within corresponding openings of a support in order to adjust the arms and fixedly position the arms at varying distances relative to the support. The adjustable holder further comprises a gripping member coupled to a distal end of each of the arms to grip a device at opposing sides of the device. In some embodiments, the arms are adjustable via a two-part ratcheting mechanism. In yet other embodiments, the gripping members are rotatable to accommodate devices of various geometries. The holder can fit onto a stand or structure to hold a device in a fixed position.

Abstract: A bending machine for wire mesh mats, which comprise groups of longitudinal and transverse wires intersecting one another at right angles and welded together at intersecting points. The bending machine operates without a mat inverter and makes bending of the longitudinal and transverse wires of the wire mesh mat possible with both a positive and a negative bending angle.

Abstract: Disclosed is an adjustable holder for devices with a simplified design for accommodating devices of various form factors and shapes. The adjustable holder comprises at least a pair of offset, generally parallel arms that are slidable within corresponding openings of a support in order to adjust the arms and fixedly position the arms at varying distances relative to the support. The adjustable holder further comprises a gripping member coupled to a distal end of each of the arms to grip a device at opposing sides of the device. In some embodiments, the arms are adjustable via a two-part ratcheting mechanism. In yet other embodiments, the gripping members are rotatable to accommodate devices of various geometries. The holder can fit onto a stand or structure to hold a device in a fixed position.

Abstract: A protective case system for a tablet computing device is described herein. The protective case enables a person that does not want to or is physically unable to hold a tablet computing device to interact with an inserted tablet computing device. In addition to the foregoing, other aspects are described in the claims, description, and drawings that form this document.

Abstract: A protective case system for a tablet computing device is described herein. The protective case enables a person that does not want to or is physically unable to hold a tablet computing device to interact with an inserted tablet computing device. In addition to the foregoing, other aspects are described in the claims, description, and drawings that form this document.

Abstract: The eosinophil eotaxin receptor has been isolated, cloned and sequenced. This receptor is a human ?-chemokine receptor and has been designated “CC CKR3”. The eosinophil eotaxin receptor may be used to screen and identify compounds that bind to the eosinophil eotaxin receptor. Such compounds would be useful in the treatment and prevention of atopic conditions including allergic rhinitis, dermatitis, conjunctivitis, and particularly bronchial asthma.

Abstract: The eosinophil eotaxin receptor has been isolated, cloned and sequenced. This receptor is a human ?-chemokine receptor and has been designated “CC CKR3”. The eosinophil eotaxin receptor may be used to screen and identify compounds that bind to the eosinophil eotaxin receptor. Such compounds would be useful in the treatment and prevention of atopic conditions including allergic rhinitis, dermatitis, conjunctivitis, and particularly bronchial asthma.