Abstract: Embodiments detailed herein relate to matrix operations. In particular, the loading of a matrix (tile) from memory. For example, support for a loading instruction is described in at least a form of decode circuitry to decode an instruction having fields for an opcode, a source matrix operand identifier, and destination memory information, and execution circuitry to execute the decoded instruction to store each data element of configured rows of the identified source matrix operand to memory based on the destination memory information.

Abstract: Embodiments detailed herein relate to matrix operations. In particular, support for matrix (tile) addition, subtraction, and multiplication is described. For example, circuitry to support instructions for element-by-element matrix (tile) addition, subtraction, and multiplication are detailed. In some embodiments, for matrix (tile) addition, decode circuitry is to decode an instruction having fields for an opcode, a first source matrix operand identifier, a second source matrix operand identifier, and a destination matrix operand identifier; and execution circuitry is to execute the decoded instruction to, for each data element position of the identified first source matrix operand: add a first data value at that data element position to a second data value at a corresponding data element position of the identified second source matrix operand, and store a result of the addition into a corresponding data element position of the identified destination matrix operand.

Abstract: Disclosed embodiments relate to systems for performing instructions to quickly convert and use matrices (tiles) as one-dimensional vectors. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode, locations of a two-dimensional (2D) matrix and a one-dimensional (1D) vector, and a group of elements comprising one of a row, part of a row, multiple rows, a column, part of a column, multiple columns, and a rectangular sub-tile of the specified 2D matrix, and wherein the opcode is to indicate a move of the specified group between the 2D matrix and the 1D vector, decode circuitry to decode the fetched instruction; and execution circuitry, responsive to the decoded instruction, when the opcode specifies a move from 1D, to move contents of the specified 1D vector to the specified group of elements.

Abstract: Disclosed embodiments relate to systems for performing instructions to quickly convert and use matrices (tiles) as one-dimensional vectors. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode, locations of a two-dimensional (2D) matrix and a one-dimensional (1D) vector, and a group of elements comprising one of a row, part of a row, multiple rows, a column, part of a column, multiple columns, and a rectangular sub-tile of the specified 2D matrix, and wherein the opcode is to indicate a move of the specified group between the 2D matrix and the 1D vector, decode circuitry to decode the fetched instruction; and execution circuitry, responsive to the decoded instruction, when the opcode specifies a move from 1D, to move contents of the specified 1D vector to the specified group of elements.

Abstract: Embodiments detailed herein relate to matrix (tile) operations. For example, decode circuitry to decode an instruction having fields for an opcode and a memory address; and execution circuitry to execute the decoded instruction to set a tile configuration for the processor to utilize tiles in matrix operations based on a description retrieved from the memory address, wherein a tile a set of 2-dimensional registers are discussed.

Abstract: Disclosed embodiments relate to systems for performing instructions to quickly convert and use matrices (tiles) as one-dimensional vectors. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode, locations of a two-dimensional (2D) matrix and a one-dimensional (1D) vector, and a group of elements comprising one of a row, part of a row, multiple rows, a column, part of a column, multiple columns, and a rectangular sub-tile of the specified 2D matrix, and wherein the opcode is to indicate a move of the specified group between the 2D matrix and the 1D vector, decode circuitry to decode the fetched instruction; and execution circuitry, responsive to the decoded instruction, when the opcode specifies a move from 1D, to move contents of the specified 1D vector to the specified group of elements.

Abstract: Disclosed embodiments relate to accelerating multiplication of sparse matrices. In one example, a processor is to fetch and decode an instruction having fields to specify locations of first, second, and third matrices, and an opcode indicating the processor is to multiply and accumulate matching non-zero (NZ) elements of the first and second matrices with corresponding elements of the third matrix, and executing the decoded instruction as per the opcode to generate NZ bitmasks for the first and second matrices, broadcast up to two NZ elements at a time from each row of the first matrix and each column of the second matrix to a processing engine (PE) grid, each PE to multiply and accumulate matching NZ elements of the first and second matrices with corresponding elements of the third matrix. Each PE further to store an NZ element for use in a subsequent multiplications.

Abstract: The present disclosure encompasses methods and compositions for staining ocular structures in ophthalmologic procedures. The compositions generally include a mydriatic compound and a dye. The compositions may additionally include a pain-relieving compound and a second mydriatic compound. Also provided herein is a method of delivering a pharmaceutical composition, which includes administering to an eye of a subject an ophthalmic pharmaceutical composition of the present disclosure.

Abstract: The present disclosure relates to packaged eyelid scrubs as well as methods for making the packaged eyelid scrubs. The packaged eyelid scrubs include a pharmaceutical composition that includes hypochlorous acid and menthol, and a package that includes an opaque airless spray container filled with the pharmaceutical composition. Methods of cleansing an eyelid using the pharmaceutical compositions are also described herein.

Abstract: A method for expanding an initial ontology via processing of communication data, wherein the initial ontology is a structural representation of language elements comprising a set of entities, a set of terms, a set of term-entity associations, a set of entity-association rules, a set of abstract relations, and a set of relation instances. A method for extracting a set of significant phrases and a set of significant phrase co-occurrences from an input set of documents further includes utilizing the terms to identify relations within the training set of communication data, wherein a relation is a pair of terms that appear in proximity to one another.

Abstract: Pharmaceutical compositions and methods for inducing conscious sedation using such compositions are described, the compositions comprising a benzodiazepine-based compound, a NMDA antagonist, and optionally a ?-blocker, antiemetic, an NSAID, and/or an antihistamine medication. Methods for fabricating the compositions and using them for anesthesiological applications are also described.

Abstract: Pharmaceutical compositions and methods for inducing conscious sedation using such compositions are described, the compositions comprising a benzodiazepine-based compound, a NMDA antagonist, and optionally a ?-blocker, antiemetic, an NSAID, and/or an antihistamine medication. Methods for fabricating the compositions and using them for anesthesiological applications are also described.

Abstract: Pharmaceutical compositions and methods for inducing conscious sedation using such compositions are described, the compositions comprising a benzodiazepine-based compound, a NMDA antagonist, and optionally a ?-blocker, antiemetic, an NSAID, and/or an antihistamine medication. Methods for fabricating the compositions and using them for anesthesiological applications are also described.

Abstract: A computer system coupled to a database is configured to receive a database query, and evaluate a set of records from a database based on the database query. The database comprises a plurality of records, and each record comprises text translated from audio. The system then determines a plurality of measurement terms based on the database query, and processes at least a portion of the text of at least one record of the database to determine a quality of the database query based on the occurrences of the measurement terms within the portion of text, and performs an action based on the quality of the database query.

Abstract: In some illustrative embodiments, a home furnishing treatment system and method includes: compressively engaging a home furnishing item with an implement to inject hot and cold gases, removing contaminants from the item. Additionally, various embodiments include a vehicle-based system, detachable mobile system, and a portable system for use indoors. Among other things, some embodiments can be used for removing insect pests, such as bed bugs, mites and the like; and for removing allergens, such as mold, pet dander and the like.

Abstract: A system and device for preparing polyurea compounds. The system comprising a chamber for reacting amines and isocyanates in the presence of a liquid diluent in a high-pressure impingement mixing device under conditions sufficient to produce a polyurea compound having the consistency of a powder and in which diluent is dispersed.

Abstract: Polyurea compounds are prepared by reacting amines and polyisoyanates in the presence of a liquid diluent in a high-pressure impingement mixing device under conditions sufficient to produce polyurea compounds having the consistency of a powder and in which diluent is dispersed.

Abstract: In some illustrative embodiments, a method for the mobile sale of sleeping devices includes: loading display sleeping devices upon a vehicle; driving said vehicle to a consumer; selectively presenting a plurality of said display sleeping devices to said consumer in a display area, whereby said consumer can lay upon said plurality of display sleeping devices to test the same; collecting information from said consumer regarding at least one desired one of said sleeping devices for purchase. In addition, various embodiments are also disclosed that pertain to the selling of furniture or the like items, such as, e.g., sleeping devices, sitting devices and/or the like. Among other things, some embodiments can be used for facilitating the delivery of various goods to consumers.

Abstract: A fibrous grease comprising a base oil and a fibrous diurea thickener comprising the reaction product of toluene diisocyanate, a fatty aliphatic amine and an alkylphenyl amine.