Abstract: A processing system includes a cache, a host memory, a CPU and a hardware accelerator. The CPU accesses the cache and the host memory and generates at least one instruction. The hardware accelerator operates in a non-temporal access mode or a temporal access mode according to the access behavior of the instruction. The hardware accelerator accesses the host memory through an accelerator interface when the hardware accelerator operates in the non-temporal access mode, and accesses the cache through the accelerator interface when the hardware accelerator operates in the temporal access mode.

Abstract: A charging pile includes a case and a charging gun base. The charging gun base is received in the case. The charging gun base is exposed from a side of the case. The charging gun base further includes a cover and a snap unit. The cover is coupled onto the case through the snap unit. The cover is rotatable relative to the case, thereby covering or exposing the charging gun base. When covering, the cover renders the charging gun base waterproof.

Abstract: A model training method and an apparatus thereof are provided. The method includes reading a portion of sample data in a sample full set to form a sample subset; mapping a model parameter related to the portion of sample data from a first feature component for the sample full set to a second feature component for the sample subset; and training a model based on the portion of sample data having the second feature component. A size of a copy of model parameters(s) on a sample computer can be reduced after mapping, thus greatly reducing an amount of training data and minimizing the occupancy of memory of the computer. Memory of a sample computer is used to place vectors, and store and load samples, thereby performing machine learning and training large-scale models with relatively low resource overhead under a condition of minimizing the loss of efficiency.

Abstract: An optical image anti-shake device, defined with an X-axis, a Y-axis and a Z-axis, includes a casing, a movable member and a base. A suspension mechanism furnished inside the optical image anti-shake device includes a movable-member support and a suspension module. A first surface of the movable-member support is connected to the movable member. The suspension module suspends the movable-member support together with the movable member inside an inner compartment formed between the casing and the base.

Abstract: The invention introduces a method for accelerating compression, performed by configuration logic of a compression accelerator, containing: obtaining an input parameter from a processor core; obtaining a configuration setting from a compression parameter table according to the input parameter; configuring hardware coupled between a first buffer and a second buffer to form a data transmission path according to the input parameter, wherein the first buffer stores raw data; and transmitting the configuration setting to devices on the data transmission path for processing the raw data to generate compressed data and storing the compressed data in the second buffer.

Abstract: Techniques described herein include an event notification processing platform configured to process large-scale event notifications in relative real time. The platform may receive event notifications from multiple sources and publish them to an event stream, or log. The platform may subsequently process each notification at a processing module according to one or more sets of rules and the processed information may be made available via a data store. Rule sets may be selected based on the type of event received by the platform. A backup data store may record event notifications as they are received or at periodic intervals. Event notification data may also be stored at multiple levels of the platform, so that in the case of a failure of one or more components of the platform, data may continue to be processed.

Abstract: Disclosed herein is the structure of a GDI fuel delivery pipe. The structure of a GDI fuel delivery pipe includes: a main pipe configured to flow fuel through a hollow formed therein; a plurality of injector cups formed in cylindrical shapes having open lower ends, and configured to be coupled and fastened to the main pipe, to flow fuel therethrough, and to be coupled to respective injectors; a plurality of mount holders configured to form tubular parts each having a bolt hole in a lengthwise direction, and to be coupled and fastened to the main pipe; and fastening members configured to fasten the plurality of injector cups or mount holders to the main pipe by being coupled to the outer circumferential surface of the main pipe at both left and right ends thereof while surrounding the outer circumferences of the plurality of injector cups or mount holders.

Abstract: Embodiments of the disclosure provide a mapping method for a primary server in a cluster system, a mapping method for a sub-server in a cluster system, the primary server, and the sub-sever. The mapping method for a mapping method for a primary server in a cluster system further including sub-servers can include: segmenting an input discrete set into a plurality of discrete subsets that includes a first discrete subset and a second discrete subset; distributing the plurality of discrete subsets into the sub-servers; acquiring first and second mapping consecutive integer subsets from first and second sub-servers; and obtaining a mapping consecutive integer set based on the first and second mapping consecutive integer subsets.

Abstract: A method of manufacturing a semiconductor package including coating a flux on a connection pad provided on a first surface of a substrate, the flux including carbon nanotubes (CNTs), placing a solder ball on the connection pad coated with the flux, forming a solder layer attached to the connection pad from the solder ball through a reflow process, and mounting a semiconductor chip on the substrate such that the solder layer faces a connection pad in the semiconductor chip may be provided.

Abstract: A toddler shoe has a squeaker or other air-powered noisemaker (collectively “squeaker”) that is selectively active in that the squeaker can be turned on or off. The squeaker can be turned on or off without removing the squeaker from the shoe, and because the squeaker remains in the shoe, the functional characteristics of the shoe are unaffected by the on or off state of the squeaker.

Abstract: A charging pile includes a case and a charging gun base. The charging gun base is received in the case. The charging gun base is exposed from a side of the case. The charging gun base further includes a cover and a snap unit. The cover is coupled onto the case through the snap unit. The cover is rotatable relative to the case, thereby covering or exposing the charging gun base. When covering, the cover renders the charging gun base waterproof.

Abstract: A system and method for testing a network-side harmonic component of a motor train unit, the method comprising: detecting a current of each power unit, sampling and quantifying the detected current, acquiring a digital current signal of each power unit, superimposing each digital current to obtain a current of the entire train, and acquiring a harmonic component according to the current of the entire train. A sample frequency is determined according to a frequency and a target phase angle error of the harmonic component to be detected. The provided system and method for testing the network-side harmonic component of the motor train unit improve a detection accuracy of harmonic current and can detect the harmonic component at a frequency above 3000 Hz.

Abstract: A friction apparatus is provided. The friction apparatus includes: a first member having a first surface; and a second member having a second surface that contacts the first surface, and moving while in contact with the first member, wherein at least one of the first surface and the second surface is hardened.

Abstract: The invention introduces a method for accelerating compression, performed in a compression accelerator, including: repeatedly executing a loop for determining the longest matched-length between a first string and a second string. Each iteration of the loop includes: obtaining n successive characters from the first string as a source string, wherein n is greater than 1; comparing each character of the source string with all characters of the second string, so as to generate n first-match-results corresponding to the n successive characters of the source string respectively; generating a second-match-result according to the n first-match-results; and determining whether a continuous match of the n successive characters is presented according to the second-match-result. If so, n is added to the matched length and the next iteration of the loop is continued to execute. Otherwise, a matched length is updated and output and the loop is exited.

Abstract: The invention introduces a method for accelerating hash-based compression, performed in a compression accelerator, comprising: fetching a string to be compressed from a data buffer; storing instances corresponding to the string in an intermediary buffer; issuing a hash request to a hash matcher for each instance, issuing a data request to an LSM (longest string matcher) according to a first reply sent by the hash matcher, and updating a state, a match length and a match offset of the instance according to a second reply sent by the LSM; and outputting the result to a formatter according to the state, the match length and the match offset of each instance in the original order of the associated substrings that appeared in the string.

Abstract: Methods, systems, devices and apparatus for implementing a custom color transition effect on at least one light-emitting fixture device are disclosed. In accordance with exemplary embodiments, a color step for implementing the color transition effect is computed (304) based on a frame rate of the light-emitting fixture device(s) so that pixels are updated on each frame according to the frame rate of the device(s). Computing and employing a color step in this way can be effective in lessening or eliminating perceptible discontinuities between pixels during a display of the color transition effect.

Abstract: Disclosed herein is the structure of a GDI fuel delivery pipe. The structure of a GDI fuel delivery pipe includes: a main pipe configured to flow fuel through a hollow formed therein; a plurality of injector cups formed in cylindrical shapes having open lower ends, and configured to be coupled and fastened to the main pipe, to flow fuel therethrough, and to be coupled to respective injectors; a plurality of mount M holders configured to form tubular parts each having a bolt hole in a lengthwise direction, and to be coupled and fastened to the main pipe; and fastening members configured to fasten the plurality of injector cups or mount holders to the main pipe by being coupled to the outer circumferential surface of the main pipe at both left and right ends thereof while surrounding the outer circumferences of the plurality of injector cups or mount holders.

Abstract: The present invention discloses a method for fabricating an electrochromic device, which adopts the vacuum cathodic arc-plasma deposition to comprise five layers with an ionic conduction layer (electrolyte) in contact with an electrochromic (EC) layer and an ion storage (complementary) layer, all sandwiched between two transparent conducting layers sequentially on a substrate. The method owns superior deposition efficiency and the fabricated thin film structures have higher crystalline homogeneity. In addition, thanks to the nanometer pores in the thin film structures, the electric capacity as well as the ion mobility are greater. Consequently, the reaction efficiency for bleaching or coloring is enhanced.

Abstract: One or more proxy logs are processed in order to generate a graph of domains, wherein those domain pairs in the graph that are connected have low support and high confidence. One or more domains within the graph that are highly connected to other domains in the graph are identified. The identified domains are flagged as suspicious domains.