CN113457140B - Evaluation method and device for equipment configuration and electronic equipment - Google Patents

Evaluation method and device for equipment configuration and electronic equipment Download PDF

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Publication number
CN113457140B
CN113457140B CN202110818641.8A CN202110818641A CN113457140B CN 113457140 B CN113457140 B CN 113457140B CN 202110818641 A CN202110818641 A CN 202110818641A CN 113457140 B CN113457140 B CN 113457140B
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frame number
factor value
factor
determining
operation data
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CN113457140A (en
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陈麒旦
胡志鹏
程龙
刘勇成
袁思思
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Netease Hangzhou Network Co Ltd
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Netease Hangzhou Network Co Ltd
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    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
    • A63F13/50—Controlling the output signals based on the game progress
    • A63F13/52—Controlling the output signals based on the game progress involving aspects of the displayed game scene
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
    • A63F2300/00—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game
    • A63F2300/30—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game characterized by output arrangements for receiving control signals generated by the game device

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Image Analysis (AREA)

Abstract

The invention provides an evaluation method and device of equipment configuration and electronic equipment; wherein the method comprises the following steps: acquiring a factor value of a configuration reference factor of target equipment in a history running game and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise an image quality engine, an image quality level, a game role multi-opening number and a game scene; determining a weight corresponding to a factor value of the configuration reference factor; determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game. By the method, the configuration conditions of the target equipment can be accurately evaluated, so that the image quality level and the image quality engine matched with the configuration of the target equipment can be recommended to the target equipment, and the game experience of a player is improved.

Description

Evaluation method and device for equipment configuration and electronic equipment
Technical Field
The present invention relates to the field of device evaluation technologies, and in particular, to an evaluation method and apparatus for device configuration, and an electronic device.
Background
The quality of the game image directly affects the game experience of the player. The game developer designs a high-version image quality engine of the game image quality, thereby realizing iterative promotion of the game image quality. Running a high-version image quality engine on the player's terminal device can improve game image quality. However, when the high-version image quality engine is operated, certain configuration requirements are required for the terminal equipment, for example, a central processing unit, a display card, a memory and the like of the terminal equipment need to reach a specific level. If the terminal equipment configuration is lower, running a high-version image quality engine can cause the game to run stuck; if the terminal equipment configuration is higher, running a low-version image quality engine is difficult to achieve the optimal image quality, and the game experience of a player is reduced.
Disclosure of Invention
Accordingly, the present invention is directed to a method and apparatus for evaluating device configuration, and an electronic device, so as to give a player the best image quality display quality within a range allowed by a configuration condition of a target device, thereby improving a game experience of the player.
In a first aspect, an embodiment of the present invention provides a method for evaluating device configuration, where the method includes: acquiring running data of target equipment in a history running game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene; determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor; determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game.
The operation data includes a plurality of pieces; each piece of operation data comprises a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; based on the frame number of the picture display corresponding to the factor value of the configuration reference factor, determining the weight corresponding to the factor value of the configuration reference factor comprises the following steps: for each factor value of each configuration reference factor in the plurality of pieces of operation data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of data pieces within the preset display frame number range of a plurality of pictures; and determining the weight corresponding to the current factor value based on the data number distribution.
The step of determining the number distribution of the pieces of operation data corresponding to the current factor value within the preset frame number range of the display of a plurality of pictures includes: acquiring a first data amount of operation data with a picture display frame number smaller than a first designated frame number and a second data amount of operation data with a picture display frame number larger than or equal to the first designated frame number from a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data amount of the operation data with the frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data with the frame number of the picture display larger than or equal to the first specified frame number from the plurality of operation data.
The step of determining the weight corresponding to the current factor value based on the data number distribution includes: determining a first ratio between a first data amount of the operation data with the frame number of the picture display smaller than a first designated frame number and a second data amount of the operation data with the frame number of the picture display larger than or equal to the first designated frame number in a plurality of pieces of operation data corresponding to the current factor value; determining a second ratio between a third data amount of the operation data having a frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data having a frame number of the picture display greater than or equal to the first specified frame number among the plurality of operation data; and determining a weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
The first specified frame number includes a plurality of; the step of determining the weight corresponding to the current factor value based on the third ratio between the first ratio and the second ratio includes: for each first designated frame number, determining a third ratio between the first ratio and the second ratio corresponding to the first designated frame number; and determining a weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first designated frame number.
The step of determining the evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor includes: for each combination of factor values of the configuration reference factors, the following operations are performed: determining a plurality of pieces of operation data corresponding to the current factor value combination, and distributing the number of data pieces within the preset frame number range of the display of a plurality of pictures; determining an initial evaluation result of the target equipment based on the data number distribution; determining the weight corresponding to each factor value in the current factor value combination as the weight combination corresponding to the current factor value combination; wherein, the factor value combination comprises a factor value corresponding to each configuration reference factor; and determining the evaluation result of the target equipment based on the initial evaluation result and the weight combination corresponding to each factor value combination.
The step of determining the number distribution of the pieces of operation data corresponding to the current factor value combination within the preset frame number range of the display of a plurality of pictures includes: acquiring a fifth data amount of operation data with a picture display frame number smaller than a second designated frame number and a sixth data amount of operation data with a picture display frame number larger than or equal to the second designated frame number in a plurality of pieces of operation data corresponding to the current factor value combination; and acquiring a seventh data amount of the operation data with the frame number of the picture display being smaller than the second specified frame number and an eighth data amount of the operation data with the frame number of the picture display being greater than or equal to the second specified frame number.
The step of determining the initial evaluation result of the target device based on the data number distribution includes: determining a fourth ratio between a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in the plurality of operation data corresponding to the current factor value combination; determining a fifth ratio between a seventh data amount of the operation data having a frame number of picture display smaller than the second designated frame number and an eighth data amount of the operation data having a frame number of picture display greater than or equal to the second designated frame number among the plurality of operation data; and determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio.
The second specified frame number includes a plurality of; the step of determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio, includes: determining a sixth ratio between the fourth ratio and the fifth ratio for each second designated frame number; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratio corresponding to each second designated frame number.
The step of determining the evaluation result of the target device based on the initial evaluation result and the weight combination corresponding to each factor value combination includes: determining a weight sum of each weight in the weight combination; and determining an evaluation result of the target equipment based on the product value of the initial evaluation result and the weight sum.
The step of determining the evaluation result of the target device based on the product value of the initial evaluation result and the weight sum includes: and if the target equipment corresponds to the multiple factor value combinations, determining the average value of the product value of the initial evaluation result and the weight sum corresponding to each factor value combination as the evaluation result of the target equipment.
After the step of determining the evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the frame display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor, the method further includes: determining a target image quality level and a target image quality engine which are required to be adopted by the target equipment when the target equipment runs the game based on an evaluation result of the target equipment; based on the target image quality level and the target image quality engine, a game screen of the game is displayed.
In a second aspect, an embodiment of the present invention provides an apparatus for evaluating device configuration, where the apparatus includes: the data acquisition module is used for acquiring the running data of the target equipment in the historical running game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene; the weight determining module is used for determining the weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor; the result determining module is used for determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game.
In a third aspect, an embodiment of the present invention provides an electronic device, including a processor and a memory, where the memory stores machine executable instructions executable by the processor, and the processor executes the machine executable instructions to implement an evaluation method of the above device configuration.
In a fourth aspect, embodiments of the present invention provide a machine-readable storage medium storing machine-executable instructions that, when invoked and executed by a processor, cause the processor to implement a method of evaluating a device configuration as described above.
The embodiment of the invention has the following beneficial effects:
The evaluation method, the device and the electronic equipment for equipment configuration acquire the running data of the target equipment in the history running game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene; determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor; determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game. In the above manner, by using the operation parameters of the target device in the history operation of the game, the configuration conditions of the target device can be evaluated more accurately, so that the image quality level and the image quality engine matched with the configuration of the target device can be recommended to the target device, and the best image quality display quality is given to the player within the range allowed by the configuration conditions of the target device, thereby improving the game experience of the player.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
In order to make the above objects, features and advantages of the present invention more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are needed in the description of the embodiments or the prior art will be briefly described, it being obvious that the drawings in the description below are some embodiments of the invention and that other drawings may be obtained from these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of an evaluation method of device configuration according to an embodiment of the present invention;
fig. 2 is a schematic diagram of an evaluation result of a target device according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an evaluation apparatus for equipment configuration according to an embodiment of the present invention;
Fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is apparent that the described embodiments are some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
In the related art, the same game may be designed with multiple versions of the image quality engine. If the terminal equipment configuration is low, running a high-version image quality engine can cause the game to run and clip; if the terminal equipment configuration is higher, running a low-version image quality engine is difficult to achieve the optimal image quality, and the game experience of a player is reduced. The inventors have found during the course of the study that the best gaming experience can be given to the player when the version of the image quality engine and the configuration of the terminal device match each other. However, how to realize that the version of the image quality engine and the configuration of the terminal device match each other has not yet been given an effective solution in the related art.
Based on the above, the method, the device and the electronic equipment for evaluating equipment configuration provided by the embodiment of the invention can be applied to application scenes with requirements of matching software versions with hardware configurations, such as versions of image quality engines and the like.
First, referring to a flowchart of an evaluation method of a device configuration shown in fig. 1; the method comprises the following steps:
Step S102, obtaining the running data of the target equipment in the history running game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene;
The target device can be various terminal devices, such as a mobile phone, a tablet computer, a desktop computer and the like; the relevant program of the game can be run on the target device or in the cloud server. When a game is run in the cloud server, the target device is used to display a game screen of the game. The above-described operation data may be collected when the target device is running the game or only displaying a game screen. Specifically, a data monitoring module can be arranged on the terminal equipment or the server, and the model collects and uploads the operation data in a log form; the running data can also comprise account information, role ID, server ID, time stamp, current running CPU, current running GPU, current equipment memory size and other information.
In order to collect more efficient or more relevant data for device configuration, a game scenario may be pre-specified prior to collecting the operational data, which is collected when the target device displays the specified game scenario. In a specific implementation manner, when the duration of displaying the designated game scene by the terminal device reaches a preset time threshold, for example, 3 seconds, the operation data is collected again. The designated game scenario may include a plurality of, with relevant operational data collected for each designated game scenario.
The configuration reference factor may be preset, for example, may be one or more of an image quality engine, an image quality level, a game character multi-number, and a game scene; in order to comprehensively evaluate the configuration of the device, the configuration reference factors may include an image quality engine, an image quality level, a game character multi-number, and a game scene. The image quality engine may be understood as the type or version of the image quality engine that is being used by the target device when running the game. In general, a game developer designs versions of a plurality of image quality engines for the same game, and an image quality engine with a higher version can make the game image quality displayed on a terminal device better; the factor value corresponding to the image quality engine may specifically be a version identifier of the image quality engine. The image quality level is understood to be an image quality level set when the target device runs the game, the image quality level may be set on the terminal device by the game player, and the factor values of the image quality level may include a plurality of factor values such as extremely high, medium, low, extremely low, etc., and the higher the image quality level is, the better the game screen display effect is. Multiple game characters may be understood as the number of game characters a player controls via the target device, one game character typically corresponding to one character program; the factor values of the game characters for a plurality of turns may be 1,2, 3, etc., and the maximum value has no upper limit. The game scene is selected or designated in advance from the game, and the factor value of the game scene can be a scene identification, such as scene a, scene B, scene C, and the like.
In a specific implementation manner, when the configuration reference factors include an image quality engine, an image quality level, a game character multi-division number and a game scene, a piece of operation data may include a factor value of the image quality engine, a factor value of the image quality level, a factor value of the game character multi-division number and a factor value of the game scene, and a corresponding frame number of display frames under the aforementioned factor values; for example, one piece of operation data includes a low-quality engine version, a low-quality level, a game character number of 2, a game scene of scene a, and a screen display frame number of 60.
Step S104, determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor;
Specifically, for each factor value of each configuration reference factor, a weight corresponding to the factor value may be determined. For example, the image quality engine includes two factor values, low and high versions, respectively; then for the factor value of the low version, the weight corresponding to the factor value is determined, and then for the factor value of the high version, the weight corresponding to the factor value is determined.
The frame number of the picture display corresponding to the factor value of the configuration reference factor can be understood as the frame number of the picture display in the same operation data as the factor value of the configuration reference factor; if a certain factor value is located in the plurality of pieces of operation data, determining a weight corresponding to the factor value of the configuration reference factor according to the number of frames displayed by the pictures in the plurality of pieces of operation data.
In this embodiment, a large amount of operation data is generally collected for the target device, so the operation data includes a plurality of pieces, and each piece of operation data includes a factor value configuring the reference factor and a frame number of the frame display corresponding to the factor value configuring the reference factor. For each factor value of each configuration reference factor in the plurality of pieces of operation data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of data pieces within the preset display frame number range of a plurality of pictures; and determining the weight corresponding to the current factor value based on the data number distribution.
The operation data includes the current factor value, but the factor values of other configuration reference factors in the operation data may be different. For example, when the current factor value is a scene a of the game scene, the factor values of the game scenes of the running data are all the scene a, but the factor values of the image quality engines of the running data may be different, and the devices for collecting the running data may also be different. For a plurality of pieces of operation data corresponding to the current factor value, the number of frames displayed on the picture in different pieces of operation data may be the same or different. A plurality of frame display frame number ranges can be preset, and the number of frame display frames in each frame display frame number range in a plurality of pieces of operation data is counted, so that the data number distribution is obtained; and further, based on a specific algorithm, calculating the data distribution to obtain a weight corresponding to the current factor value. In addition, when determining the weight corresponding to the current factor value, it may be necessary to consider the number of the frame display frames in the range of each frame display frame in all the operation data, and a specific calculation mode may be specifically set according to the actual requirement.
Step S106, determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game.
The evaluation result of the target device can be obtained by calculating parameters such as a factor value of the configuration reference factor, a frame number of the picture display corresponding to the factor value of the configuration reference factor, a weight corresponding to the factor value of the configuration reference factor and the like in a preset calculation mode. In actual implementation, an initial evaluation result of the target device can be obtained by calculation based on the factor value of the configuration reference factor and the frame number of the picture display corresponding to the factor value of the configuration reference factor, and then the initial evaluation result is adjusted based on the weight corresponding to the factor value of the configuration reference factor, so as to obtain a final evaluation result of the target device.
From the evaluation result, it is possible to determine which level of image quality the target device is suitable for using at the time of running the game, or which version of the image quality engine is suitable for using; or the image quality level and the image quality engine that the target device needs to employ when running the game may be determined simultaneously based on the evaluation result. The evaluation result may specifically be in the form of a score, and a plurality of score ranges may be preset, each score range corresponding to a specific image quality level and image quality engine. And (3) according to which scoring range the evaluation result of the target equipment accords, the target equipment is suitable for adopting the image quality grade and the image quality engine corresponding to the scoring range.
Based on the image quality level indicated by the evaluation result, the relevant setting of the image quality level on the target device can be automatically adjusted, or a player is prompted to set the responsive image quality level; the image quality engine indicated by the evaluation result may be recommended to the player, or may be automatically operated on the target device.
In collecting operation data, operation data on a plurality of devices is generally collected, for example, for a game, operation data on each device that runs the game is collected. Based on this, the target device can be understood as a plurality of devices, and the evaluation result of each device can be determined in the above manner. The target device may be understood as one device running the game, but when determining the evaluation result of the target device, it may be necessary to acquire operation data of a plurality of devices running the game, and determine the evaluation result of the target device based on the operation data of the plurality of devices.
According to the evaluation method of the equipment configuration, the running data of the target equipment in the historical running game is obtained; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene; determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor; determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game. In the above manner, by using the operation parameters of the target device in the history operation of the game, the configuration conditions of the target device can be evaluated more accurately, so that the image quality level and the image quality engine matched with the configuration of the target device can be recommended to the target device, and the best image quality display quality is given to the player within the range allowed by the configuration conditions of the target device, thereby improving the game experience of the player.
Since there are many factors that interfere with the number of frames of the screen display of the target device when running the game, it is necessary to take out these factors individually, perform calculation analysis as weighting factors, and finally assign these weighting factors to the respective devices to combine to form the final evaluation result. The weighting factors are four factors, namely, a game scene, an image quality engine, an image quality level, and a game character number. And obtaining the single factor weight of each specific value of the single factors by calculating the single factor score of each factor when the specific value is obtained, and finally, carrying out equipment combination frame number scoring weighting.
The foregoing embodiment mentions that, when determining the weight corresponding to the factor value of the configuration reference factor, the following operations may be specifically performed for each factor value of each configuration reference factor in the plurality of pieces of operation data: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of data pieces within the preset display frame number range of a plurality of pictures; and determining the weight corresponding to the current factor value based on the data number distribution. The following is a detailed description.
The determining of the plurality of pieces of operation data corresponding to the current factor value, and the distribution of the number of data pieces within the preset display frame number range of a plurality of pictures, can be specifically realized by the following modes: acquiring a first data amount of operation data with a picture display frame number smaller than a first designated frame number and a second data amount of operation data with a picture display frame number larger than or equal to the first designated frame number from a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data amount of the operation data with the frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data with the frame number of the picture display larger than or equal to the first specified frame number from the plurality of operation data.
The first specified frame number may be understood as a preset frame number threshold, and may also be referred to as a frame number threshold; the number of the first designated frame number may be set based on actual requirements, for example, the first designated frame number may be 20 frames, 40 frames, or the like. The pieces of operation data corresponding to the current factor values are usually part of all the collected operation data, and all the operation data include the current factor values, but the factor values of other configuration reference factors may be different, and the image quality display frames may also be different. Based on the first specified frame number, on one hand, counting a first data amount of the operation data with the frame display frame number smaller than the first specified frame number in the plurality of operation data corresponding to the current factor value, and on the other hand, counting a second data amount of the operation data with the frame display frame number larger than or equal to the first specified frame number in the plurality of operation data corresponding to the current factor value; the first data amount and the second data amount are the number of data pieces of the operation data. In addition, taking the first designated frame number as a boundary, counting a third data amount of the operation data with the frame number of the picture display smaller than the first designated frame number and a fourth data amount of the operation data with the frame number of the picture display larger than or equal to the first designated frame number in all the collected operation data; the third data amount and the fourth data amount are the number of pieces of operation data.
And after the data distribution is obtained through statistics, determining the weight corresponding to the current factor value. Specifically, a first ratio between a first data amount of the operation data with the frame number of the picture display smaller than a first designated frame number and a second data amount of the operation data with the frame number of the picture display larger than or equal to the first designated frame number is determined in a plurality of pieces of operation data corresponding to the current factor value; determining a second ratio between a third data amount of the operation data having a frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data having a frame number of the picture display greater than or equal to the first specified frame number among the plurality of operation data; and determining a weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
When the first specified frame number includes only one frame number, a third ratio between the first ratio and the second ratio can be determined as a weight corresponding to the current factor value. However, in order to more reasonably and accurately evaluate the configuration of the target device, the embodiment may also set a plurality of first designated frames, where the frame numbers of different first designated frames are different. For each first designated frame number, a third ratio between the first ratio and the second ratio corresponding to the first designated frame number can be determined in the same manner as described above; and determining a weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first designated frame number. Specifically, first, the third ratio corresponding to each first designated frame number is summed, and then the natural logarithm is calculated on the sum, so that the weight corresponding to the current factor value is obtained.
For ease of understanding, the following describes a specific example, and the factor values of the game scene may include a plurality of kinds, namely, scene a, scene B, scene C, scene D, and the like; taking scene a of the game scene as an example, the first specified frame numbers are 20, 40, and 60, respectively. The current factor value is scene a, and the weight corresponding to the current factor value can be calculated by the following formula (1):
wherein score A represents the weight of factor value scene A; ln represents natural logarithm; Means that, among the operation data including the current factor value scene a, the number of picture display frames is smaller than the number of operation data of the first designated frame number 20; /(I) Refers to the number of running data with the frame number of the picture display greater than or equal to the first designated frame number 20 in the running data comprising the current factor value scene A,/>Is 1; n 20 is the number of operation data in which the number of frame display frames is smaller than the first specified number of frames 20, and the minimum value of n 20 is 1; y 20 denotes the number of operation data in which the number of screen display frames is greater than or equal to the first specified number of frames 20 among all the operation data, and the minimum value of y 20 is 1. All operational data herein may be understood as all operational data collected from a plurality of devices; the operation data including the current factor value scene a may be understood as all the operation data including the operation data whose factor value is scene a.
Means that, among all the operation data including the current factor value scene a, the number of the picture display frames is smaller than the number of operation data of the first designated frame number 40; /(I)Refers to the number of operation data with the frame number of picture display greater than or equal to the first designated frame number 40 in all operation data including the current factor value scene A,/>Is 1; n 40 is the number of operation data in which the number of frame display frames is smaller than the first specified number of frames 40, and the minimum value of n 40 is 1; y 40 denotes the number of operation data in which the number of screen display frames is greater than or equal to the first designated frame number 40 among all the operation data, and the minimum value of y 40 is 1.
Means that, among all the operation data including the current factor value scene a, the number of the operation data having the picture display frame number smaller than the first specified frame number 60; /(I)Refers to the number of operation data with the frame number of picture display greater than or equal to the first designated frame number 60 in all operation data including the current factor value scene A,/>, of the operation dataIs 1; n 60 is the number of operation data in which the number of frame display frames is smaller than the first specified number of frames 60, and the minimum value of n 60 is 1; y 60 denotes the number of operation data in which the number of screen display frames is greater than or equal to the first specified number of frames 60 among all the operation data, and the minimum value of y 60 is 1.
After the weight corresponding to each factor value is obtained, the evaluation result of the target device can be determined based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor. Specifically, for each factor value combination of configuration reference factors corresponding to the target device, the following operations are performed: determining a plurality of pieces of operation data corresponding to the current factor value combination, and distributing the number of data pieces within the preset frame number range of the display of a plurality of pictures; determining an initial evaluation result of the target equipment based on the data number distribution; determining the weight corresponding to each factor value in the current factor value combination as the weight combination corresponding to the current factor value combination; wherein, the factor value combination comprises a factor value corresponding to each configuration reference factor; and determining the evaluation result of the target equipment based on the initial evaluation result and the weight combination corresponding to each factor value combination.
The configuration reference factors are multiple, each configuration reference factor has multiple possible factor values, and multiple factor value combinations can be obtained through permutation and combination, wherein each factor value combination comprises one possible factor value of each configuration reference factor. The factor values contained in one piece of operation data may be composed as one factor value combination; the factor values contained in the plurality of pieces of operation data may correspond to the same factor value combination; however, it is also possible that for a certain combination of factor values, no operational data corresponds to it.
Since each factor value is calculated as a weight value in the foregoing embodiment, each factor value combination corresponds to a weight value combination. In addition, the factor value combination may further include a CPU (Central Processing Unit ) parameter, a GPU (Graphics Processing Unit, graphics processor) parameter, and a memory parameter of the target device; the CPU parameter, the GPU parameter and the memory parameter in the factor value combination corresponding to the operation data are generally the same.
The manner of determining the initial evaluation result is somewhat similar to the manner of determining the weight of the factor value. Firstly, determining a plurality of pieces of operation data corresponding to the current factor value combination, and presetting data number distribution in the display frame number range of a plurality of pictures; specifically, a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number are obtained from a plurality of pieces of operation data corresponding to the current factor value combination; and acquiring a seventh data amount of the operation data with the frame number of the picture display being smaller than the second specified frame number and an eighth data amount of the operation data with the frame number of the picture display being greater than or equal to the second specified frame number.
The second specified frame number may be understood as a preset frame number threshold, and may also be referred to as a frame number threshold; the number of the second designated frame number may be set based on actual requirements, for example, the second designated frame number may be 20 frames, 60 frames, or the like. The plurality of pieces of operation data corresponding to the current factor value combination are usually part of all collected operation data, and all pieces of operation data comprise the current factor value combination, but the image quality display frame numbers may be different. Based on the method, the second designated frame number is used as a boundary, on one hand, a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number in the plurality of operation data corresponding to the current factor value combination is counted, and on the other hand, a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in the plurality of operation data corresponding to the current factor value combination is counted; the fifth data amount and the sixth data amount are the number of pieces of operation data. In addition, taking the second designated frame number as a boundary, counting a seventh data amount of operation data with the frame number of picture display smaller than the second designated frame number and an eighth data amount of operation data with the frame number of picture display larger than or equal to the second designated frame number in all collected operation data; the seventh data amount and the eighth data amount are each the number of pieces of running data.
After the data number distribution corresponding to each current factor value combination is obtained, the initial evaluation result of the target equipment can be determined. Specifically, a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and a fourth ratio between the sixth data amounts of the operation data with the frame number of the picture display larger than or equal to the second designated frame number are determined in the plurality of operation data corresponding to the current factor value combination; determining a fifth ratio between a seventh data amount of the operation data having a frame number of picture display smaller than the second designated frame number and an eighth data amount of the operation data having a frame number of picture display greater than or equal to the second designated frame number among the plurality of operation data; and determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio.
When the second designated frame number includes only one frame number, a sixth ratio between the fourth ratio and the fifth ratio may be determined as an initial evaluation result of the target device. However, in order to more reasonably and accurately evaluate the configuration of the target device, the present embodiment may further set a plurality of second designated frame numbers, where the frame number value of each second designated frame number is different. For each second designated frame number, a sixth ratio between the fourth ratio and the fifth ratio corresponding to the second designated frame number can be determined in the same manner as described above; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratio corresponding to each second designated frame number. Specifically, the sixth ratio corresponding to each second designated frame number is summed, and then the natural logarithm is calculated on the sum, so that the initial evaluation result of the target equipment is obtained.
And after obtaining the initial evaluation result of the target equipment, referring to the weight of the factor value, and obtaining the evaluation result of the target equipment. Specifically, determining a weight sum of each weight in the weight combination; and determining an evaluation result of the target equipment based on the product value of the initial evaluation result and the weight sum. In actual implementation, a natural logarithm may be obtained from the product value, and a calculation result of the natural logarithm may be determined as an evaluation result of the target device. For a target device, there may be multiple factor value combinations, i.e., the CPU parameters, GPU parameters, and memory parameters in these factor value combinations are the same. And if the target equipment corresponds to the multiple factor value combinations, determining the average value of the product value of the initial evaluation result and the weight sum corresponding to each factor value combination as the evaluation result of the target equipment.
For ease of understanding, specific examples are described below with the second designated frame numbers being 20, 40, and 60, respectively. Taking a factor value combination i as an example, the factor value combination comprises a CPU parameter, a GPU parameter, a memory parameter, a factor value of a game scene, a factor value of a game role, a factor value of an image quality level and a factor value of an image quality engine of target equipment. For the factor value combination i, an initial evaluation result can be calculated by the following formula (2):
Wherein ln represents a natural logarithm; Means that in all the operation data, the number of operation data with the corresponding factor value combination i, the picture display frame number is smaller than the second designated frame number 20,/> Is 1; /(I)Means that the number of the operation data with the frame number of the picture display being greater than or equal to the second designated frame number 20 in the operation data of the corresponding factor value combination i in all the operation data,/>Is 1; n 20 is the number of operation data in which the number of frame display frames is smaller than the second specified number of frames 20, and the minimum value of n 20 is 1; y 20 denotes the number of operation data in which the number of screen display frames is greater than or equal to the second designated frame number 20 among all the operation data, and the minimum value of y 20 is 1.
Means that the number of the operation data with the frame number of the picture display smaller than the second designated frame number 40 in the operation data of the corresponding factor value combination i in all the operation data,/>Is 1; /(I)Refers to the number of operation data having a picture display frame number greater than or equal to the second designated frame number 40 among the operation data of the corresponding factor value combination i among all the operation data,Is 1; n 40 is the number of operation data in which the number of frame display frames is smaller than the second specified number of frames 40, and the minimum value of n 40 is 1; y 40 denotes the number of operation data in which the number of screen display frames is greater than or equal to the second designated frame number 40 among all the operation data, and the minimum value of y 40 is 1.
Means that the number of the operation data of which the frame number of the picture display is smaller than the second designated frame number 60 in the operation data of the corresponding factor value combination i in all the operation data,/>Is 1; /(I)Refers to the number of operation data having a picture display frame number greater than or equal to the second designated frame number 60 among the operation data of the corresponding factor value combination i among all the operation data,Is 1; n 60 is the number of operation data in which the number of frame display frames is smaller than the second specified number of frames 60, and the minimum value of n 60 is 1; y 60 is the number of operation data having a frame number of picture display greater than or equal to the second specified frame number 60 among all the operation data, and y 60 has a minimum value of 1.
The evaluation result of the target device can be calculated by the following formula (3):
Wherein, The initial evaluation result is the initial evaluation result; score scene is the factor value of the game scene in factor value combination i; score run is a factor value of a multiple number of game characters in factor value combination i; score qua is the factor value of the image quality level in factor value combination i; core engine is the factor value of the image quality engine in the factor value combination i.
Through the mode, each factor value combination i obtains an evaluation result, each piece of operation data correspondingly obtains an evaluation result, and for the target equipment, if a plurality of pieces of operation data are acquired from the target equipment, the evaluation result of the plurality of pieces of operation data is averaged, and the evaluation result of the target equipment can be obtained.
Determining a target image quality level and a target image quality engine which are required to be adopted by the target equipment when the target equipment runs the game based on the evaluation result of the target equipment; based on the target image quality level and the target image quality engine, a game screen of the game is displayed.
For example, when the evaluation result is a score, after scores of a plurality of target devices are obtained, the scores of the plurality of target devices are ranked, then a plurality of score segments are divided, a suitable image quality level and image quality engine are set for each score segment, and for which score segment the score of a certain target device belongs to, the image quality level and image quality engine corresponding to the score segment, that is, the image quality level and image quality engine suitable for the target device, are set, so that the evaluation mode of the device configuration provided in this embodiment can be more universal.
FIG. 2 shows, as an example, the devices in order of low score to high score, and then the devices are divided into 10 score segments, wherein the score of the devices within 0% -10% is lower and the score of the devices within 90% -100% is higher. Each grading section corresponds to an image quality grade and an image quality engine, for example, for equipment in 0% -10%, the configuration of the equipment is low, the extremely low image quality of game image quality is required to be set, and an old engine is adopted as the image quality engine, so that hardware resources occupied by game operation are reduced, and the smooth operation of the game is ensured; in addition, since devices within 90% -100% are arranged highly, in order to give the player the best game image quality experience, it is necessary to set the game image quality to an extremely high image quality, and to use a new engine as the image quality engine, so that the game smooth operation is not affected, and at the same time, the highest image quality display quality is improved for the player.
In practical application, when a game is started on a device, the evaluation result of the device can be obtained through the method, then the image quality level and the image quality engine matched with the device are obtained through a table look-up mode, and the proper image quality level and the image quality engine are operated on the device through automatic setting or recommending to a player.
In addition, by the method, the actual running condition table of the equipment aiming at the game player can be established, and the actual machine performance of different equipment combinations in the game is displayed in a grading mode, so that the recommendation of the image quality and engine of the subsequent equipment combination is facilitated, and the continuous iterative optimization of the image quality level of the game in the actual machine running of a game developer is also facilitated.
Corresponding to the above method embodiment, referring to a schematic structural diagram of an evaluation apparatus of a device configuration shown in fig. 3, the apparatus includes:
A data acquisition module 30, configured to acquire operation data of the target device during the historical operation of the game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene;
A weight determining module 32, configured to determine a weight corresponding to the factor value of the configuration reference factor based on the frame number of the frame display corresponding to the factor value of the configuration reference factor;
A result determining module 34, configured to determine an evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the frame display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game.
The evaluation device of the equipment configuration acquires the running data of the target equipment in the history running game; wherein the operation data includes: a factor value of a preset configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game character multi-number and a game scene; determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor; determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein, the evaluation result is used for indicating: the target device may need to employ a picture quality level and/or picture quality engine when running the game. In the above manner, by using the operation parameters of the target device in the history operation of the game, the configuration conditions of the target device can be evaluated more accurately, so that the image quality level and the image quality engine matched with the configuration of the target device can be recommended to the target device, and the best image quality display quality is given to the player within the range allowed by the configuration conditions of the target device, thereby improving the game experience of the player.
The operation data includes a plurality of pieces; each piece of operation data comprises a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; the weight determining module is further configured to: for each factor value of each configuration reference factor in the plurality of pieces of operation data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of data pieces within the preset display frame number range of a plurality of pictures; and determining the weight corresponding to the current factor value based on the data number distribution.
The weight determining module is further configured to: acquiring a first data amount of operation data with a picture display frame number smaller than a first designated frame number and a second data amount of operation data with a picture display frame number larger than or equal to the first designated frame number from a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data amount of the operation data with the frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data with the frame number of the picture display larger than or equal to the first specified frame number from the plurality of operation data.
The weight determining module is further configured to: determining a first ratio between a first data amount of the operation data with the frame number of the picture display smaller than a first designated frame number and a second data amount of the operation data with the frame number of the picture display larger than or equal to the first designated frame number in a plurality of pieces of operation data corresponding to the current factor value; determining a second ratio between a third data amount of the operation data having a frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data having a frame number of the picture display greater than or equal to the first specified frame number among the plurality of operation data; and determining a weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
The first specified frame number includes a plurality of; the weight determining module is further configured to: for each first designated frame number, determining a third ratio between the first ratio and the second ratio corresponding to the first designated frame number; and determining a weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first designated frame number.
The above result determining module is further configured to: for each combination of factor values of the configuration reference factors, the following operations are performed: determining a plurality of pieces of operation data corresponding to the current factor value combination, and distributing the number of data pieces within the preset frame number range of the display of a plurality of pictures; determining an initial evaluation result of the target equipment based on the data number distribution; determining the weight corresponding to each factor value in the current factor value combination as the weight combination corresponding to the current factor value combination; wherein, the factor value combination comprises a factor value corresponding to each configuration reference factor; and determining the evaluation result of the target equipment based on the initial evaluation result and the weight combination corresponding to each factor value combination.
The above result determining module is further configured to: acquiring a fifth data amount of operation data with a picture display frame number smaller than a second designated frame number and a sixth data amount of operation data with a picture display frame number larger than or equal to the second designated frame number in a plurality of pieces of operation data corresponding to the current factor value combination; and acquiring a seventh data amount of the operation data with the frame number of the picture display being smaller than the second specified frame number and an eighth data amount of the operation data with the frame number of the picture display being greater than or equal to the second specified frame number.
The above result determining module is further configured to: determining a fourth ratio between a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in the plurality of operation data corresponding to the current factor value combination; determining a fifth ratio between a seventh data amount of the operation data having a frame number of picture display smaller than the second designated frame number and an eighth data amount of the operation data having a frame number of picture display greater than or equal to the second designated frame number among the plurality of operation data; and determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio.
The second specified frame number includes a plurality of; the above result determining module is further configured to: determining a sixth ratio between the fourth ratio and the fifth ratio for each second designated frame number; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratio corresponding to each second designated frame number.
The above result determining module is further configured to: determining a weight sum of each weight in the weight combination; and determining an evaluation result of the target equipment based on the product value of the initial evaluation result and the weight sum.
The above result determining module is further configured to: and if the target equipment corresponds to the multiple factor value combinations, determining the average value of the product value of the initial evaluation result and the weight sum corresponding to each factor value combination as the evaluation result of the target equipment.
The device further comprises: the picture display module is used for: determining a target image quality level and a target image quality engine which are required to be adopted by the target equipment when the target equipment runs the game based on an evaluation result of the target equipment; based on the target image quality level and the target image quality engine, a game screen of the game is displayed.
The present embodiment also provides an electronic device including a processor and a memory, the memory storing machine-executable instructions executable by the processor, the processor executing the machine-executable instructions to implement the above-described evaluation method of device configuration. The electronic device may be a server or a terminal device.
Referring to fig. 4, the electronic device includes a processor 100 and a memory 101, the memory 101 storing machine executable instructions that can be executed by the processor 100, the processor 100 executing the machine executable instructions to implement the above-described evaluation method of device configuration.
Further, the electronic device shown in fig. 4 further includes a bus 102 and a communication interface 103, and the processor 100, the communication interface 103, and the memory 101 are connected through the bus 102.
The memory 101 may include a high-speed random access memory (RAM, random Access Memory), and may further include a non-volatile memory (non-volatile memory), such as at least one disk memory. The communication connection between the system network element and at least one other network element is implemented via at least one communication interface 103 (which may be wired or wireless), and may use the internet, a wide area network, a local network, a metropolitan area network, etc. Bus 102 may be an ISA bus, a PCI bus, an EISA bus, or the like. The buses may be classified as address buses, data buses, control buses, etc. For ease of illustration, only one bi-directional arrow is shown in FIG. 4, but not only one bus or type of bus.
The processor 100 may be an integrated circuit chip with signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware in the processor 100 or by instructions in the form of software. The processor 100 may be a general-purpose processor, including a central processing unit (Central Processing Unit, abbreviated as CPU), a network processor (Network Processor, abbreviated as NP), etc.; but may also be a digital signal Processor (DIGITAL SIGNAL Processor, DSP), application Specific Integrated Circuit (ASIC), field-Programmable gate array (FPGA) or other Programmable logic device, discrete gate or transistor logic device, discrete hardware components. The disclosed methods, steps, and logic blocks in the embodiments of the present invention may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of the method disclosed in connection with the embodiments of the present invention may be embodied directly in the execution of a hardware decoding processor, or in the execution of a combination of hardware and software modules in a decoding processor. The software modules may be located in a random access memory, flash memory, read only memory, programmable read only memory, or electrically erasable programmable memory, registers, etc. as well known in the art. The storage medium is located in the memory 101, and the processor 100 reads the information in the memory 101 and, in combination with its hardware, performs the steps of the method of the previous embodiment.
The present embodiment also provides a machine-readable storage medium storing machine-executable instructions that, when invoked and executed by a processor, cause the processor to implement the above-described method of evaluating device configuration.
The method, the device, the electronic device and the computer program product of the storage medium for evaluating the device configuration provided by the embodiments of the present invention include a computer readable storage medium storing program codes, and the instructions included in the program codes may be used to execute the method described in the foregoing method embodiment, and specific implementation may refer to the method embodiment and will not be described herein.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described system and apparatus may refer to corresponding procedures in the foregoing method embodiments, which are not described herein again.
In addition, in the description of embodiments of the present invention, unless explicitly stated and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communication between two elements. The specific meaning of the above terms in the present invention will be understood by those skilled in the art in specific cases.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a usb disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
In the description of the present invention, it should be noted that the directions or positional relationships indicated by the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc. are based on the directions or positional relationships shown in the drawings, are merely for convenience of describing the present invention and simplifying the description, and do not indicate or imply that the devices or elements referred to must have a specific orientation, be configured and operated in a specific orientation, and thus should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
Finally, it should be noted that: the above examples are only specific embodiments of the present invention for illustrating the technical solution of the present invention, but not for limiting the scope of the present invention, and although the present invention has been described in detail with reference to the foregoing examples, it will be understood by those skilled in the art that the present invention is not limited thereto: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or perform equivalent substitution of some of the technical features, while remaining within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention, and are intended to be included in the scope of the present invention. Therefore, the protection scope of the invention is subject to the protection scope of the claims.

Claims (13)

1. A method of evaluating a device configuration, the method comprising:
Acquiring running data of target equipment in a history running game; wherein the operation data includes: a factor value of a preset configuration reference factor, and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game role multi-opening number and a game scene;
Determining a weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor;
Determining an evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein the evaluation result is used for indicating: the image quality level and/or the image quality engine which the target equipment needs to adopt when running the game;
wherein the operational data comprises a plurality of pieces; each piece of operation data comprises a factor value of the configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor;
The step of determining the weight corresponding to the factor value of the configuration reference factor based on the frame display frame number corresponding to the factor value of the configuration reference factor comprises the following steps:
For each factor value of each configuration reference factor in the plurality of pieces of operation data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of the pieces of data within the preset display frame number range of a plurality of pictures; determining a weight corresponding to the current factor value based on the data number distribution;
Determining an evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor, including:
for each combination of factor values of the configuration reference factors, the following operations are performed: determining a plurality of pieces of operation data corresponding to the current factor value combination, and presetting data number distribution within the range of a plurality of picture display frame numbers; determining an initial evaluation result of the target device based on the data number distribution; determining the weight corresponding to each factor value in the current factor value combination as the weight combination corresponding to the current factor value combination; wherein, the factor value combination comprises one factor value corresponding to each configuration reference factor; and determining an evaluation result of the target equipment based on the initial evaluation result corresponding to each factor value combination and the weight combination.
2. The method according to claim 1, wherein the step of determining a plurality of pieces of the operation data corresponding to the current factor value, the distribution of the number of pieces of data within a preset plurality of frame display frames, comprises:
Acquiring a first data amount of operation data with a picture display frame number smaller than a first designated frame number and a second data amount of operation data with a picture display frame number larger than or equal to the first designated frame number from a plurality of pieces of operation data corresponding to a current factor value;
And acquiring a third data amount of the operation data with the frame number of the picture display smaller than the first specified frame number and a fourth data amount of the operation data with the frame number of the picture display larger than or equal to the first specified frame number from the plurality of operation data.
3. The method of claim 1, wherein the step of determining the weight corresponding to the current factor value based on the data count distribution comprises:
Determining a first ratio between a first data amount of the operation data with a picture display frame number smaller than a first designated frame number and a second data amount of the operation data with a picture display frame number larger than or equal to the first designated frame number in a plurality of pieces of operation data corresponding to the current factor value;
Determining a second ratio between a third data amount of the operation data with a frame number of picture display smaller than the first specified frame number and a fourth data amount of the operation data with a frame number of picture display larger than or equal to the first specified frame number in the plurality of pieces of operation data;
And determining a weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
4. The method of claim 3, wherein the first specified number of frames comprises a plurality of;
the step of determining the weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio includes:
For each first designated frame number, determining a third ratio between the first ratio and the second ratio corresponding to the first designated frame number;
And determining a weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first designated frame number.
5. The method according to claim 1, wherein the step of determining a plurality of pieces of the operation data corresponding to the combination of the present factor values, the distribution of the number of pieces of data within a preset plurality of frame display frames, comprises:
obtaining a fifth data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in a plurality of pieces of the operation data corresponding to the current factor value combination;
And acquiring a seventh data amount of the operation data with the frame number of the picture display smaller than the second designated frame number and an eighth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in the plurality of operation data.
6. The method of claim 1, wherein the step of determining an initial evaluation result of the target device based on the data count distribution comprises:
determining a fourth ratio between a fifth data amount of the operation data with the frame number of the picture display smaller than a second designated frame number and a sixth data amount of the operation data with the frame number of the picture display larger than or equal to the second designated frame number in the plurality of pieces of the operation data corresponding to the current factor value combination;
Determining a fifth ratio between a seventh data amount of the operation data having a frame number of picture display smaller than the second specified frame number and an eighth data amount of the operation data having a frame number of picture display greater than or equal to the second specified frame number among the plurality of pieces of operation data;
and determining an initial evaluation result of the target equipment based on a sixth ratio between the fourth ratio and the fifth ratio.
7. The method of claim 6, wherein the second specified number of frames comprises a plurality of;
the step of determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio includes:
determining a sixth ratio between the fourth ratio and the fifth ratio for each of the second specified frames;
And determining an initial evaluation result of the target equipment based on the sum of sixth ratios corresponding to each second designated frame number.
8. The method according to claim 1, wherein the step of determining the evaluation result of the target device based on the initial evaluation result corresponding to each of the factor value combinations and the weight combination includes:
determining a weight sum of each weight in the weight combination;
And determining the evaluation result of the target equipment based on the product value of the initial evaluation result and the weight sum.
9. The method of claim 8, wherein the step of determining the evaluation result of the target device based on the product value of the initial evaluation result and the weight sum comprises:
And if the target equipment corresponds to a plurality of factor value combinations, determining the average value of the product value of the initial evaluation result corresponding to each factor value combination and the weight sum as the evaluation result of the target equipment.
10. The method according to claim 1, wherein after the step of determining the evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor, the method further comprises:
determining a target image quality level and a target image quality engine which are required to be adopted by the target device when the target device runs a game based on an evaluation result of the target device;
And displaying a game screen of the game based on the target image quality level and the target image quality engine.
11. An apparatus for evaluating a device configuration, the apparatus comprising:
The data acquisition module is used for acquiring the running data of the target equipment in the historical running game; wherein the operation data includes: a factor value of a preset configuration reference factor, and a picture display frame number corresponding to the factor value of the configuration reference factor; the configuration reference factors comprise at least one of an image quality engine, an image quality level, a game role multi-opening number and a game scene;
The weight determining module is used for determining the weight corresponding to the factor value of the configuration reference factor based on the frame number of the picture display corresponding to the factor value of the configuration reference factor;
The result determining module is used for determining an evaluation result of the target equipment based on the factor value of the configuration reference factor, the frame number of the picture display corresponding to the factor value of the configuration reference factor and the weight corresponding to the factor value of the configuration reference factor; wherein the evaluation result is used for indicating: the image quality level and/or the image quality engine which the target equipment needs to adopt when running the game;
wherein the operational data comprises a plurality of pieces; each piece of operation data comprises a factor value of the configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor;
The weight determining module is configured to determine a weight corresponding to a factor value of the configuration reference factor based on a frame display frame number corresponding to the factor value of the configuration reference factor, where the weight determining module includes:
For each factor value of each configuration reference factor in the plurality of pieces of operation data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and distributing the number of the pieces of data within the preset display frame number range of a plurality of pictures; determining a weight corresponding to the current factor value based on the data number distribution;
The result determining module is configured to determine an evaluation result of the target device based on the factor value of the configuration reference factor, the frame number of the frame display corresponding to the factor value of the configuration reference factor, and the weight corresponding to the factor value of the configuration reference factor, where the result determining module includes:
for each combination of factor values of the configuration reference factors, the following operations are performed: determining a plurality of pieces of operation data corresponding to the current factor value combination, and presetting data number distribution within the range of a plurality of picture display frame numbers; determining an initial evaluation result of the target device based on the data number distribution; determining the weight corresponding to each factor value in the current factor value combination as the weight combination corresponding to the current factor value combination; wherein, the factor value combination comprises one factor value corresponding to each configuration reference factor; and determining an evaluation result of the target equipment based on the initial evaluation result corresponding to each factor value combination and the weight combination.
12. An electronic device comprising a processor and a memory, the memory storing machine executable instructions executable by the processor, the processor executing the machine executable instructions to implement the method of evaluating a device configuration of any of claims 1-10.
13. A machine-readable storage medium storing machine-executable instructions which, when invoked and executed by a processor, cause the processor to implement the method of evaluating a device configuration of any of claims 1-10.
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