Abstract: This application provides a data processing method and apparatus, and relates to the computer field. The method includes: determining a first result O? of performing calculation on a first matrix, a first submatrix K?, and a second submatrix V? based on a self-attention mechanism, where the first matrix is a query matrix Q or a submatrix of the matrix Q, the first submatrix K? is a submatrix of a key matrix K, and the second submatrix V? is a submatrix of a value matrix V The computing core determines a second result O? of performing calculation on the first matrix, a third submatrix K?, and a fourth submatrix V? based on the self-attention mechanism.

Abstract: A data processing method and apparatus are provided. The method includes: obtaining a key corresponding to to-be-read data; searching a learned index model for a leaf node corresponding to the key; and determining, according to a first model algorithm corresponding to the leaf node, a storage unit corresponding to the key. The storage unit corresponds to one or more pieces of user data. When the storage unit corresponds to a plurality of pieces of user data, the storage unit stores a first pointer pointing to a collision array. Additionally, or alternatively, when the storage unit corresponds to one piece of the user data, the storage unit stores the user data. The method further includes searching the collision array to which the first pointer points for the to-be-read data, or determining the user data stored in the storage unit as the to-be-read data.

Abstract: Embodiments of this application disclose a method for detecting a backup file and a related device. The method includes: obtaining an encryption heatmap of each of a plurality of backup files; determining an encryption score of the backup file based on distribution of a target color in the encryption heatmap; constructing a sequence from the encryption score of each backup file, and performing sampling on the sequence by using a sliding window, to obtain a plurality of subsequences; and performing time sequence anomaly detection on the plurality of subsequences, and determining that a backup file corresponding to an encryption score in an abnormal subsequence is ransomware-encrypted. In this way, it can be detected, without parsing the backup file, whether the backup file is ransomware-encrypted.

Abstract: Disclosed are amide compounds, preparation method and uses thereof, specifically, the compounds represented by formula I or pharmaceutically acceptable salts, wherein R1, R2, R3, R4, R5, Q, X and n are defined as in the description. Also disclosed are a method for preparing the compounds of formula I, a composition containing the compounds, and the uses of the same in the preparation of medicaments for regulating blood lipid and/or preventing gallstone. The compounds of formula I disclosed in the present invention have stability in vitro, good solubility in the pharmaceutical organic solvents and favorable bioavailability in animals.

Abstract: An amorphous asiatic tromethamine salt and the preparation method thereof. The method includes the steps of: (1) dissolving asiatic acid in an organic solvent; step (2) mixing with tromethamine; step (3) stirring and salifying the same, and then removing the organic solvent. The method for preparing the amorphous asiatic tromethamine salt is easy and effective, and the water solubility and bioavailability of the asiatic tromethamine salt thus obtained are greatly compared with the prior art.

Abstract: This invention discloses methods for implementing a flash translation layer in a computer subsystem comprising a flash memory and a random access memory (RAM). According to one disclosed method, the flash memory comprises data blocks for storing real data and translation blocks for storing address-mapping information. The RAM includes a cache space allocation table and a translation page mapping table. The cache space allocation table may be partitioned into a first cache space and a second cache space. Upon receiving an address-translating request, the cache space allocation table is searched to identify if an address-mapping data structure that matches the request is present. If not, the translation blocks are searched for the matched address-mapping data structure, where the physical page addresses for accessing the translation blocks are provided by the translation page mapping table. The matched address-translating data structure is also used to update the cache space allocation table.

Abstract: An amorphous asiatic tromethamine salt and the preparation method thereof. The method includes the steps of: (1) dissolving asiatic acid in an organic solvent; step (2) mixing with tromethamine; step (3) stirring and salifying the same, and then removing the organic solvent. The method for preparing the amorphous asiatic tromethamine salt is easy and effective, and the water solubility and bioavailability of the asiatic tromethamine salt thus obtained are greatly compared with the prior art.

Abstract: Disclosed are amide compounds, preparation method and uses thereof, specifically, the compounds represented by formula I or pharmaceutically acceptable salts, wherein R1, R2, R3, R4, R5, Q, X and n are defined as in the description. Also disclosed are a method for preparing the compounds of formula I, a composition containing the compounds, and the uses of the same in the preparation of medicaments for regulating blood lipid and/or preventing gallstone. The compounds of formula I disclosed in the present invention have stability in vitro, good solubility in the pharmaceutical organic solvents and favorable bioavailability in animals.

Abstract: The present invention pertains to the field of pharmaceutical chemistry and discloses 8-(3-aminopropyl)-3-exo-8-azabicyclo[3.2.1]octane-3-amino amide compounds represented by formula I, the pharmaceutical compositions, the preparation method and the use thereof. Such compounds or pharmaceutically acceptable salts thereof can be used as an antagonist of CCR5 in preparing medicaments for treating diseases mediated by CCR5, particularly HIV infection, asthma, rheumatoid arthritis, autoimmune diseases and chronic obstructive pulmonary diseases (COPD).

Abstract: The present invention pertains to the field of pharmaceutical chemistry and discloses 8-(3-aminopropyl)-3-exo-8-azabicyclo[3.2.1]octane-3-amino amide compounds represented by formula I, the pharmaceutical compositions, the preparation method and the use thereof. Such compounds or pharmaceutically acceptable salts thereof can be used as an antagonist of CCR5 in preparing medicaments for treating diseases mediated by CCR5, particularly HIV infection, asthma, rheumatoid arthritis, autoimmune diseases and chronic obstructive pulmonary diseases (COPD).

Abstract: The present invention discloses the compounds of formula I or their pharmaceutically acceptable salts, which are useful as CCR5 antagonists. The preparation and use of the compounds of formula I, pharmaceutical composition containing the same are also disclosed. Furthermore, the present invention discloses an intermediate for the preparation of the compounds of formula I.