CN113457140A - Evaluation method and device for equipment configuration and electronic equipment - Google Patents

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

Info

Publication number
CN113457140A
CN113457140A CN202110818641.8A CN202110818641A CN113457140A CN 113457140 A CN113457140 A CN 113457140A CN 202110818641 A CN202110818641 A CN 202110818641A CN 113457140 A CN113457140 A CN 113457140A
Authority
CN
China
Prior art keywords
frame number
factor value
factor
determining
operation data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202110818641.8A
Other languages
Chinese (zh)
Other versions
CN113457140B (en
Inventor
陈麒旦
胡志鹏
程龙
刘勇成
袁思思
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Netease Hangzhou Network Co Ltd
Original Assignee
Netease Hangzhou Network Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Netease Hangzhou Network Co Ltd filed Critical Netease Hangzhou Network Co Ltd
Priority to CN202110818641.8A priority Critical patent/CN113457140B/en
Publication of CN113457140A publication Critical patent/CN113457140A/en
Application granted granted Critical
Publication of CN113457140B publication Critical patent/CN113457140B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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

Landscapes

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

Abstract

The invention provides an evaluation method and device for 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 historical running of a game and a frame number of picture display corresponding to the factor value of the configuration reference factor; configuring reference factors including a picture quality engine, picture quality levels, the number of opened game characters and game scenes; determining a weight value 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; the evaluation results are used to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game. The method can evaluate the configuration conditions of the target equipment more accurately, 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 the 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 a method and an apparatus for evaluating 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 the iterative improvement of the game image quality. The game image quality can be improved by running a high-version image quality engine on the terminal device of the player. However, the high-version image quality engine has certain configuration requirements on the terminal device when running, for example, a central processing unit, a video card, a memory and the like of the terminal device need to reach a specific level. If the configuration of the terminal equipment is low, the operation of the image quality engine with a high version can cause the game to run unsmooth; if the configuration of the terminal equipment is higher, the image quality engine of the low version is difficult to achieve the optimal image quality, and the game experience of the player is reduced.
Disclosure of Invention
In view of the above, the present invention provides a method and an apparatus for evaluating device configuration, and an electronic device, so as to provide a player with the best quality of image quality display within a range allowed by the configuration condition of a target device, thereby improving the game experience of the player.
In a first aspect, an embodiment of the present invention provides an apparatus configuration evaluation method, where the method includes: acquiring running data of target equipment in historical running of a game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene; determining a weight value 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 to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game.
The operation data comprises 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 step of determining the weight value 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 comprises the following steps: for each factor value of each configuration reference factor in the plurality of pieces of running data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and the data piece number distribution in the range of the preset plurality of picture display frame numbers; 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 plurality of pieces of operation data corresponding to the current factor value within the preset number range of the plurality of picture display frames includes: acquiring a first data volume of operation data of which the frame number of picture display is less than a first appointed frame number and a second data volume of the operation data of which the frame number of picture display is more than or equal to the first appointed frame number in a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data volume of the operation data of which the frame number of the picture display is less than the first specified frame number and a fourth data volume of the operation data of which the frame number of the picture display is greater than or equal to the first specified frame number in 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 volume of operation data with the frame number of picture display less than a first appointed frame number and a second data volume of operation data with the frame number of picture display greater than or equal to the first appointed frame number in a plurality of operation data corresponding to the current factor value; determining a second ratio between a third data volume of the operation data of which the frame number of the picture display is less than the first appointed frame number and a fourth data volume of the operation data of which the frame number of the picture display is more than or equal to the first appointed frame number in the plurality of operation data; and determining the weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
The first appointed frame number comprises a plurality of frames; 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: determining a third ratio between a first ratio and a second ratio corresponding to each first specified frame number; and determining the weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first appointed 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 factor value combination 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 the data piece number distribution in the range of the preset plurality of picture display frame numbers; 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; 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 plurality of pieces of operation data corresponding to the current factor value combination within the preset range of the number of the plurality of picture display frames includes: acquiring a fifth data volume of operation data of which the frame number of picture display is less than a second specified frame number and a sixth data volume of operation data of which the frame number of picture display is greater than or equal to the second specified frame number in a plurality of pieces of operation data corresponding to the current factor value combination; and acquiring a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of operation data.
The step of determining an initial evaluation result of the target device based on the data number distribution includes: determining a fourth ratio between a fifth data volume of the operation data of which the frame number of the picture display is less than a second specified frame number and a sixth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination; determining a fifth ratio between a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in 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 designated frame number comprises a plurality of frames; a step of determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio, including: determining a sixth ratio between the fourth ratio and the fifth ratio for each second specified number of frames; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratios corresponding to each second specified 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 the 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.
The step of determining the evaluation result of the target device based on the product of the initial evaluation result and the sum of the weights includes: and if the target equipment corresponds to various 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 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 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 game is run based on the evaluation result of the target equipment; and displaying a game picture of the game based on the target picture quality level and the target picture quality engine.
In a second aspect, an embodiment of the present invention provides an apparatus for evaluating a device configuration, where the apparatus includes: the data acquisition module is used for acquiring the running data of the target equipment during historical running of the game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene; the weight determination 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 the 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 value corresponding to the factor value of the configuration reference factor; wherein the evaluation result is used to indicate: the target device needs to adopt the image quality level and/or the image 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 capable of being executed by the processor, and the processor executes the machine executable instructions to implement the above-mentioned method for evaluating a 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 the above-described method for evaluating a device configuration.
The embodiment of the invention has the following beneficial effects:
the evaluation method and device for the equipment configuration and the electronic equipment acquire the running data of the target equipment in the historical running of the game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene; determining a weight value 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 to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game. In the above mode, the configuration condition of the target device can be evaluated more accurately through the operation parameters of the target device during the historical operation of the game, 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, the player is given the best image quality display quality within the range allowed by the configuration condition of the target device, and the game experience of the player is improved.
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 aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a flowchart of an apparatus configuration evaluation method 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 of an apparatus 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
To make the objects, technical solutions and advantages of the embodiments of the present invention clearer, 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, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the related art, the same game may be designed with multiple versions of the image quality engine. If the configuration of the terminal equipment is low, the operation of a high-version image quality engine can cause the game to be executed in a stuck state; if the configuration of the terminal equipment is higher, the image quality engine of the low version is difficult to achieve the optimal image quality, and the game experience of the player is reduced. The inventor finds in the research process that when the version of the picture quality engine and the configuration of the terminal device are matched with each other, the player can be given the best game experience. However, how to match the version of the image quality engine and the configuration of the terminal device with each other has not been an effective solution in the related art.
Based on the above, the method and the device for evaluating device configuration and the electronic device provided by the embodiments of the present invention can be applied to an application scenario where a software version and a hardware configuration are required to match each other, such as a version of a picture quality engine.
First, refer to a flow chart of an evaluation method of a device configuration shown in fig. 1; the method comprises the following steps:
step S102, obtaining operation data of target equipment during historical game operation; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening 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 related program of the game can be run on the target device and can also be run in the cloud server. When the game runs in the cloud server, the target device is used for displaying a game picture of the game. The above-mentioned operation data may be collected when the target device is operating a game or displaying only 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 mode; the operation data may further include information such as account information, a role ID, a server ID, a timestamp, a currently operating CPU, a currently operating GPU, and a current device memory size.
In order to collect data which is more effective or has stronger relevance to the device configuration, a game scene can be specified in advance before collecting the running data, and the running data is collected when the target device displays the specified game scene. In a specific implementation manner, when the duration of the terminal device displaying the designated game scene reaches a preset time threshold, for example, 3 seconds, the operation data is collected. The designated game scenario may include a plurality of, and the relevant operational data is collected for each designated game scenario.
The configuration reference factors can be preset, and for example, the configuration reference factors can be one or more of a picture quality engine, a picture quality level, a game character opening number and a game scene; to fully evaluate the configuration of the device, the configuration reference factors may include a picture quality engine, picture quality level, game character opening number, and game scene. The quality engine may be a type or version of the quality engine that is used when the target device runs the game. Generally, a game developer designs versions of a plurality of image quality engines for the same game, and the image quality engine with a higher version can enable the image quality of the game displayed on the terminal equipment to be better; the factor value corresponding to the image quality engine may be a version identifier of the image quality engine. The image quality level can be understood as the image quality level set when the target device runs the game, the image quality level can be set on the terminal device by a game player, the factor values of the image quality level can specifically include a plurality of factor values such as extremely high, medium, low and extremely low, and the higher the image quality level is, the better the game picture display effect is. The number of game characters is understood to be the number of game characters controlled by the player through the target device, and one game character generally corresponds to one character program; the factor value of the number of the game characters which are opened is 1, 2, 3, etc., and the maximum value has no upper limit. The game scene is selected or designated from the game in advance, and the factor value of the game scene can be a scene identifier, such as scene A, scene B, scene C and the like.
In a specific implementation manner, when the configuration reference factors include the image quality engine, the image quality level, the game character multi-opening number and the game scene, one 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-opening number and a factor value of the game scene, and corresponding frame display numbers under the factor values; for example, one piece of operation data includes a low version of the picture quality engine, a low picture quality level, 2 game character opening numbers, a scene a of the game, and 60 screen display frame numbers.
Step S104, determining a weight value 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, namely a low version and a high version; determining the weight value corresponding to the factor value for the low version, and then determining the weight value corresponding to the factor value for the high version.
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 belonging to the same operation data as the factor value of the configuration reference factor; and if a certain factor value is positioned in a plurality of pieces of operation data, determining the weight value corresponding to the factor value of the configuration reference factor according to the frame number of picture display in the plurality of pieces of operation data.
In this embodiment, a large amount of operation data is usually collected for the target device, and thus the operation data includes a plurality of pieces of operation data, each piece of operation data includes a factor value of the configuration reference factor and a frame number of the screen display corresponding to the factor value of the configuration reference factor. For each factor value of each configuration reference factor in the plurality of pieces of running data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and the data piece number distribution in the range of the preset plurality of picture display frame numbers; and determining the weight corresponding to the current factor value based on the data number distribution.
The operating data comprises the current factor value, but the factor values of other configuration reference factors in the operating data may be different. For example, when the current factor value is scene a of a game scene, the factor values of the game scene of the operation data are all scene a, but the factor values of the image quality engines of the operation data may be different, and the devices for collecting the operation data may also be different. The number of frames of the picture display in different operation data may be the same or different for a plurality of operation data corresponding to the current factor value. A plurality of frame number display ranges can be preset, and the number of the frame number display in each frame number display range in a plurality of pieces of operation data is counted, so that the data number distribution is obtained; and further calculating the data strip number distribution based on a specific algorithm to obtain a weight corresponding to the current factor value. In addition, when determining the weight corresponding to the current factor value, the number of the frame number of the picture display in the range of the frame number of each picture display in all the operation data may also need to be considered, and a specific calculation mode may be specifically set according to actual requirements.
Step S106, determining the 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 value corresponding to the factor value of the configuration reference factor; wherein the evaluation result is used to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game.
The evaluation result of the target device can be calculated by a preset calculation mode according to 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, the weight value corresponding to the factor value of the configuration reference factor and other parameters, so that the evaluation result of the target device is obtained. In actual implementation, an initial evaluation result of the target device may be calculated 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 to obtain a final evaluation result of the target device.
By the evaluation result, it is possible to determine which level of image quality level the target device is suitable for when running the game, or which version of image quality engine is suitable for use; or the image quality level and the image quality engine which are needed to be adopted by the target device when the game is run can be determined simultaneously based on the evaluation result. The evaluation result may be in the form of a score, and a plurality of score ranges may be set in advance, each score range corresponding to a specific image quality level and image quality engine. And if the evaluation result of the target equipment conforms to the rating range, the target equipment is suitable for adopting the image quality level and the image quality engine corresponding to the rating range.
Based on the image quality level indicated by the evaluation result, the related setting of the image quality level on the target device can be automatically adjusted, or the player is prompted to set the image quality level of response; the image quality engine indicated by the evaluation result may be recommended to the player, or may be automatically run on the target device.
In collecting the operation data, the operation data on a plurality of devices is generally collected, for example, for a certain game, the operation data on each device on which the game is executed is collected. In this case, the target device may be understood as a plurality of devices, and the evaluation result of each device may be determined in the above manner. The target device may be one device that runs 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 that run the game and determine the evaluation result of the target device based on the operation data of the plurality of devices.
The evaluation method of the equipment configuration obtains the running data of the target equipment during historical running of the game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene; determining a weight value 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 to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game. In the above mode, the configuration condition of the target device can be evaluated more accurately through the operation parameters of the target device during the historical operation of the game, 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, the player is given the best image quality display quality within the range allowed by the configuration condition of the target device, and the game experience of the player is improved.
Since many factors interfere with the frame number of the target device during the game, it is necessary to separately take out the factors, perform calculation and analysis as weighting factors, and finally give the weighting factors to the devices to form the final evaluation result. Here, the weighting factors are four factors of a game scene, a picture quality engine, a picture quality level, and an opening number of a game character. And calculating the single factor score of each factor when the factor is taken as a specific value to obtain the single factor weight of each specific value of the single factor, and finally carrying out equipment combination frame number scoring and weighting.
In the foregoing embodiment, when determining the weight corresponding to the factor value of the configuration reference factor, the following operation may be specifically performed for each factor value of each configuration reference factor in the multiple pieces of running data: determining a plurality of pieces of operation data corresponding to the current factor value, and the data piece number distribution in the range of the preset plurality of picture display frame numbers; and determining the weight corresponding to the current factor value based on the data number distribution. This will be explained in detail below.
The determining of the number distribution of the plurality of pieces of operating data corresponding to the current factor value within the preset range of the number of the plurality of picture display frames may be specifically implemented in the following manner: acquiring a first data volume of operation data of which the frame number of picture display is less than a first appointed frame number and a second data volume of the operation data of which the frame number of picture display is more than or equal to the first appointed frame number in a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data volume of the operation data of which the frame number of the picture display is less than the first specified frame number and a fourth data volume of the operation data of which the frame number of the picture display is greater than or equal to the first specified frame number in the plurality of operation data.
The first specified frame number can be understood as a preset frame number threshold and can also be called a frame number threshold; the value of the first specified number of frames may be set based on actual demand, for example, the first specified number of frames may be 20 frames, 40 frames, etc. The plurality of pieces of operation data corresponding to the current factor values are usually a part of operation data in all the acquired operation data, and the operation data all include the current factor values, but the factor values of other configuration reference factors may be different, and the number of frames for displaying the image quality may also be different. On the basis, taking a first specified frame number as a boundary, on one hand, counting a first data volume of operation data of which the picture display frame number is less than the first specified frame number in a plurality of pieces of operation data corresponding to the current factor value, and on the other hand, counting a second data volume of the operation data of which the picture display frame number is greater than or equal to the first specified frame number in the plurality of pieces of operation data corresponding to the current factor value; the first data amount and the second data amount are both the number of pieces of operating data. In addition, counting a third data volume of the operation data with the frame number of the picture display less than the first specified frame number and a fourth data volume of the operation data with the frame number of the picture display more than or equal to the first specified frame number in all the acquired operation data by taking the first specified frame number as a boundary; the third data amount and the fourth data amount are both the number of pieces of operation data.
After the number distribution of the data is obtained through statistics, the weight corresponding to the current factor value can be determined. Specifically, a first ratio between a first data volume of operation data with the frame number of picture display less than a first specified frame number and a second data volume of operation data with the frame number of picture display greater than or equal to the first specified frame number in a plurality of pieces of operation data corresponding to the current factor value is determined; determining a second ratio between a third data volume of the operation data of which the frame number of the picture display is less than the first appointed frame number and a fourth data volume of the operation data of which the frame number of the picture display is more than or equal to the first appointed frame number in the plurality of operation data; and determining the weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
When the first designated frame number only comprises one frame number, a third ratio between the first ratio and the second ratio can be determined as the weight corresponding to the current factor value. However, in order to more reasonably and accurately evaluate the configuration of the target device, a plurality of first specified frame numbers may be set in the present embodiment, and the frame numbers of different first specified frame numbers are different. For each first specified frame number, a third ratio between a first ratio and a second ratio corresponding to the first specified frame number can be determined in the same manner; and determining the weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first appointed frame number. Specifically, the third ratio corresponding to each first designated frame number is summed, and then the natural logarithm is calculated on the sum to obtain the weight corresponding to the current factor value.
For easy understanding, a specific example is described below, the factor values of the game scene may include a plurality of kinds, respectively, scene a, scene B, scene C, scene D, and the like; taking scene a of the game scene as an example, the first specified number of frames are 20, 40, and 60, respectively. The current factor value is a scene a, and a weight corresponding to the current factor value can be calculated by the following formula (1):
Figure BDA0003171186890000121
wherein, scoreARepresenting the weight of the factor value scene A; ln represents the natural logarithm;
Figure BDA0003171186890000122
the number of the operation data in which the number of the picture display frames is less than a first designated number of frames 20 among the operation data including the current factor value scene a;
Figure BDA0003171186890000131
in a scenario A including the current factor valueOf the operation data, the number of screen display frames is equal to or greater than the number of operation data of the first specified frame number 20,
Figure BDA0003171186890000132
is 1; n is20Is the number of operation data in which the number of frame displayed on the screen is less than the first designated number of frames 20, n20Is 1; y is20Means the number of operation data in which the number of screen display frames is greater than or equal to the first designated number of frames 20 among all the operation data, y20Is 1. All operational data are understood to be the entire 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 described above including the operation data whose factor value is the scene a.
Figure BDA0003171186890000133
The number of the operation data is that the number of the picture display frames is less than a first appointed number of frames 40 in all the operation data including the operation data of the current factor value scene A;
Figure BDA0003171186890000134
which means the number of operation data in which the number of picture display frames is greater than or equal to the first designated number of frames 40 among the operation data including the current factor value scene a among all the operation data,
Figure BDA0003171186890000135
is 1; n is40Is the number of operation data in which the number of frame displayed on the screen is less than the first designated number of frames 40, n40Is 1; y is40Means the number of operation data in which the number of screen display frames is greater than or equal to the first designated number of frames 40 among all the operation data, y40Is 1.
Figure BDA0003171186890000136
Is referred to atThe number of the operation data with the frame number smaller than the first appointed frame number 60 in the operation data with the operation data comprising the current factor value scene A;
Figure BDA0003171186890000137
which means the number of operation data in which the number of picture display frames is greater than or equal to the first designated number of frames 60 among the operation data including the current factor value scene a among all the operation data,
Figure BDA0003171186890000138
is 1; n is60Is the number of operation data in which the number of frame displayed on the screen is less than the first designated number of frames 60, n60Is 1; y is60Means the number of operation data in which the number of frame displayed on the screen is 60 or more, the first designated number of frames, among all the operation data, y60Is 1.
After the weight value 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 value corresponding to the factor value of the configuration reference factor. Specifically, for each factor value combination of the 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 the data piece number distribution in the range of the preset plurality of picture display frame numbers; 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; 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 various, each configuration reference factor also has various possible factor values, and various factor value combinations can be obtained through permutation and combination, and each factor value combination comprises one possible factor value of each configuration reference factor. The factor values included in one piece of operation data may be composed as a combination of factor values; the factor values contained in the multiple 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 operating data corresponds to it.
Since each factor value is calculated in the foregoing embodiment to obtain a weight, each factor value combination corresponds to a weight combination. In addition, the factor value combination may further include a Central Processing Unit (CPU) parameter, a Graphics Processing Unit (GPU) parameter, and a memory parameter of the target device; the CPU parameters, GPU parameters and memory parameters in the factor value combination corresponding to the operation data are usually the same from the operation data collected by the same equipment.
The way of determining the initial evaluation result is somewhat similar to the way 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 the data number distribution in the range of a plurality of picture display frame numbers; specifically, a fifth data volume of the operation data with the frame number of the picture display less than the second specified frame number and a sixth data volume of the operation data with the frame number of the picture display greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination are obtained; and acquiring a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of operation data.
The second specified frame number can be understood as a preset frame number threshold and can also be called a frame number threshold; the value of the second specified frame number may be set based on actual demand, for example, the second specified frame number may be 20 frames, 60 frames, etc. The plurality of pieces of operation data corresponding to the current factor value combination are usually a part of operation data in all collected operation data, and the operation data all contain the current factor value combination, but the number of frames of image quality display may be different. On the basis, taking the second specified frame number as a boundary, on one hand, counting a fifth data quantity of the operation data of which the picture display frame number is less than the second specified frame number in the plurality of operation data corresponding to the current factor value combination, and on the other hand, counting a sixth data quantity of the operation data of which the picture display frame number is greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination; the fifth data amount and the sixth data amount are both the number of pieces of operation data. In addition, a seventh data volume of the operation data with the picture display frame number smaller than the second specified frame number and an eighth data volume of the operation data with the picture display frame number larger than or equal to the second specified frame number in all the acquired operation data are counted by taking the second specified frame number as a boundary; the seventh data amount and the eighth data amount are both the number of pieces of operation data.
And 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 fourth ratio between a fifth data volume of the operation data with the frame number of the picture display less than the second specified frame number and a sixth data volume of the operation data with the frame number of the picture display greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination is determined; determining a fifth ratio between a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in 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 specified frame number only includes one frame number, a sixth ratio between the fourth ratio and the fifth ratio is determined as the initial evaluation result of the target device. However, in order to evaluate the configuration of the target device more reasonably and accurately, a plurality of second specified frame numbers may be set in the present embodiment, and the frame number value of each second specified frame number is different. For each second specified frame number, a sixth ratio between a fourth ratio and a fifth ratio corresponding to the second specified frame number can be determined in the same manner; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratios corresponding to each second specified frame number. Specifically, the sixth ratio corresponding to each second specified frame number is summed, and then the natural logarithm is calculated on the sum to obtain the initial evaluation result of the target device.
And after the initial evaluation result of the target equipment is obtained, the evaluation result of the target equipment can be obtained by referring to the weight of the factor value. Specifically, determining the 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. In practical 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, it may correspond to multiple factor value combinations, that is, the CPU parameters, GPU parameters, and memory parameters in these factor value combinations are the same. And if the target equipment corresponds to various 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 specified number of frames being 20, 40, and 60, respectively. Taking the factor value combination i as an example, the factor value combination includes a CPU parameter, a GPU parameter, a memory parameter, a factor value of a game scene, a factor value of a number of opening of a game role, a factor value of a picture quality level, and a factor value of a picture quality engine of the target device. For the factor value combination i, an initial evaluation result can be calculated by the following formula (2):
Figure BDA0003171186890000161
wherein ln represents the natural logarithm;
Figure BDA0003171186890000162
that is, the number of operation data in which the number of frame display frames is smaller than the second specified number of frames 20 among the operation data corresponding to the factor value combination i,
Figure BDA0003171186890000163
is 1;
Figure BDA0003171186890000164
means thatOf the operation data corresponding to the factor value combination i among all the operation data, the number of screen display frames is greater than or equal to the number of operation data of the second specified frame number 20,
Figure BDA0003171186890000165
is 1; n is20The number of the operation data in which the number of the frame displayed on the screen is less than the second designated number of frames 20, n20Is 1; y is20Is the number of operation data in which the number of frame display frames is greater than or equal to a second specified number of frames 20 among all the operation data, y20Is 1.
Figure BDA0003171186890000166
That is, the number of operation data in which the number of frame display frames is smaller than the second specified number of frames 40 among the operation data corresponding to the factor value combination i,
Figure BDA0003171186890000167
is 1;
Figure BDA0003171186890000168
means the number of operation data in which the number of frame display frames is greater than or equal to the second specified number of frames 40 among all the operation data corresponding to the factor value combination i,
Figure BDA0003171186890000171
is 1; n is40Is the number of operation data in which the number of frame displayed on the screen is smaller than the second specified number of frames 40, n40Is 1; y is40Is the number of operation data in which the number of frame display frames is greater than or equal to a second specified number of frames 40 among all the operation data, y40Is 1.
Figure BDA0003171186890000172
Means that in all the operation data, the corresponding factorOf the operation data of the element value combination i, the number of frame display frames is smaller than the number of operation data of the second specified frame number 60,
Figure BDA0003171186890000173
is 1;
Figure BDA0003171186890000174
means the number of operation data in which the number of frame display frames is greater than or equal to a second specified number of frames 60 among all operation data corresponding to the factor value combination i,
Figure BDA0003171186890000175
is 1; n is60Is the number of operation data in which the number of frames of the screen display is smaller than the second specified number of frames 60, n60Is 1; y is60Is the number of operation data in which the number of frame display frames is greater than or equal to a second specified number of frames 60 among all the operation data, y60Is 1.
The evaluation result of the target device can be calculated by the following formula (3):
Figure BDA0003171186890000176
wherein,
Figure BDA0003171186890000177
the results of the aforementioned initial evaluation; scoresceneThe factor value of the game scene in the factor value combination i; scorerunThe factor value is the factor value of the number of the game role in the factor value combination i; scorequaCombining the factor values of the image quality level in the i for the factor values; coreengineThe factor value of the image quality engine in the factor value combination i.
By the above manner, each factor value combination i obtains one evaluation result, and each operation data correspondingly obtains one evaluation result, and for the target device, if a plurality of operation data are acquired from the target device, the evaluation results of the plurality of operation data are averaged, and the evaluation result of the target device 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 game is run based on the evaluation result of the target equipment; and displaying a game picture of the game based on the target picture quality level and the target picture quality engine.
For example, when the evaluation result is a score, after the scores of the plurality of target devices are obtained, the scores of the plurality of target devices are ranked, then the plurality of score segments are divided, and an appropriate image quality level and image quality engine are set for each score segment.
Fig. 2 shows, as an example, devices arranged in order of scores from low to high, and then divided into 10 score segments, wherein the scores of the devices within 0% -10% are low, and the scores of the devices within 90% -100% are high. Each grading section corresponds to a picture quality level and a picture quality engine, for example, for 0% -10% of devices, due to the low configuration of the devices, the picture quality of a game needs to be set to be extremely low, and an old engine is used as the picture quality engine, so that hardware resources occupied by game running are reduced, and smooth running of the game is ensured; for devices within 90% -100%, due to the high configuration of the devices, in order to give the player the best game image quality experience, the game image quality needs to be set to be extremely high, and a new engine is adopted as an image quality engine, so that the smooth running of the game is not influenced, and the highest image quality display quality is improved for the player.
In practical application, when a game is started on one device, the evaluation result of the device can be obtained in the above mode, then the image quality level and the image quality engine matched with the device can be obtained in a table look-up mode, and the operation of the proper image quality level and the proper image quality engine on the device can be realized in an automatic setting or recommendation mode for a player.
In addition, through the method, the actual running condition table of the equipment for the game player can be established, and the real machine performance of different equipment combinations in the game is shown in a grading mode, so that the image quality of subsequent equipment combinations and the recommendation of an engine are facilitated, and the continuous iterative optimization of the image quality level of the game in the real machine running process by a game developer is facilitated.
Corresponding to the above method embodiment, refer to a schematic structural diagram of an evaluation apparatus of an equipment configuration shown in fig. 3, the apparatus comprising:
the data acquisition module 30 is used for acquiring the running data of the target device during historical running of the game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene;
a weight determination module 32, configured to determine 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;
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 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 to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game.
The evaluation device configured by the equipment acquires the running data of the target equipment during historical running of the game; wherein the operational data includes: the method comprises the steps of presetting a factor value of a configuration reference factor and a picture display frame number corresponding to the factor value of the configuration reference factor; configuring reference factors including at least one of a picture quality engine, a picture quality level, a game character opening number and a game scene; determining a weight value 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 to indicate: the target device needs to adopt the image quality level and/or the image quality engine when running the game. In the above mode, the configuration condition of the target device can be evaluated more accurately through the operation parameters of the target device during the historical operation of the game, 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, the player is given the best image quality display quality within the range allowed by the configuration condition of the target device, and the game experience of the player is improved.
The operation data comprises 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 determination module is further configured to: for each factor value of each configuration reference factor in the plurality of pieces of running data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and the data piece number distribution in the range of the preset plurality of picture display frame numbers; and determining the weight corresponding to the current factor value based on the data number distribution.
The weight determination module is further configured to: acquiring a first data volume of operation data of which the frame number of picture display is less than a first appointed frame number and a second data volume of the operation data of which the frame number of picture display is more than or equal to the first appointed frame number in a plurality of pieces of operation data corresponding to the current factor value; and acquiring a third data volume of the operation data of which the frame number of the picture display is less than the first specified frame number and a fourth data volume of the operation data of which the frame number of the picture display is greater than or equal to the first specified frame number in the plurality of operation data.
The weight determination module is further configured to: determining a first ratio between a first data volume of operation data with the frame number of picture display less than a first appointed frame number and a second data volume of operation data with the frame number of picture display greater than or equal to the first appointed frame number in a plurality of operation data corresponding to the current factor value; determining a second ratio between a third data volume of the operation data of which the frame number of the picture display is less than the first appointed frame number and a fourth data volume of the operation data of which the frame number of the picture display is more than or equal to the first appointed frame number in the plurality of operation data; and determining the weight corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
The first appointed frame number comprises a plurality of frames; the weight determination module is further configured to: determining a third ratio between a first ratio and a second ratio corresponding to each first specified frame number; and determining the weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first appointed frame number.
The result determination module is further configured to: for each factor value combination 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 the data piece number distribution in the range of the preset plurality of picture display frame numbers; 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; 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 result determination module is further configured to: acquiring a fifth data volume of operation data of which the frame number of picture display is less than a second specified frame number and a sixth data volume of operation data of which the frame number of picture display is greater than or equal to the second specified frame number in a plurality of pieces of operation data corresponding to the current factor value combination; and acquiring a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of operation data.
The result determination module is further configured to: determining a fourth ratio between a fifth data volume of the operation data of which the frame number of the picture display is less than a second specified frame number and a sixth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination; determining a fifth ratio between a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in 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 designated frame number comprises a plurality of frames; the result determination module is further configured to: determining a sixth ratio between the fourth ratio and the fifth ratio for each second specified number of frames; and determining an initial evaluation result of the target equipment based on the sum of the sixth ratios corresponding to each second specified frame number.
The result determination module is further configured to: determining the 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.
The result determination module is further configured to: and if the target equipment corresponds to various 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 above-mentioned device still includes: a picture display module to: determining a target image quality level and a target image quality engine which are required to be adopted by the target equipment when the game is run based on the evaluation result of the target equipment; and displaying a game picture of the game based on the target picture quality level and the target picture quality engine.
The embodiment also provides an electronic device, which comprises a processor and a memory, wherein the memory stores machine executable instructions capable of being executed by the processor, and the processor executes the machine executable instructions to realize the evaluation method of the 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 stores machine executable instructions capable of being executed by the processor 100, and the processor 100 executes the machine executable instructions to implement the evaluation method of the 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) and may also include a non-volatile Memory (non-volatile Memory), such as at least one disk Memory. The communication connection between the network element of the system and at least one other network element is realized through at least one communication interface 103 (which may be wired or wireless), and the internet, a wide area network, a local network, a metropolitan area network, and the like can be used. The bus 102 may be an ISA bus, PCI bus, EISA bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one double-headed arrow is shown in FIG. 4, but that does not indicate only one bus or one type of bus.
Processor 100 may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware or instructions in the form of software in the processor 100. The Processor 100 may be a general-purpose Processor, and includes a Central Processing Unit (CPU), a Network Processor (NP), and the like; the device can also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, or a discrete hardware component. The various methods, steps and logic blocks disclosed 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 directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module may be located in ram, flash memory, rom, prom, or eprom, registers, etc. storage media as is 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 completes the steps of the method of the foregoing embodiment in combination with the hardware thereof.
The present embodiments also provide a machine-readable storage medium having stored thereon machine-executable instructions that, when invoked and executed by a processor, cause the processor to implement the above-described method of evaluating a device configuration.
The method and apparatus for evaluating device configuration, the electronic device, and the computer program product of the storage medium provided in the embodiments of the present invention include a computer-readable storage medium storing a program code, where instructions included in the program code may be used to execute the method described in the foregoing method embodiments, and specific implementations may refer to the method embodiments and are not described herein again.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the system and the apparatus described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In addition, in the description of the embodiments of the present invention, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, e.g., as meaning either a fixed connection, a removable connection, or an integral connection; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meaning of the above terms in the present invention can be understood in specific cases for those skilled in the art.
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 such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description and simplicity of description, but do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular 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: although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art will understand that the following embodiments are merely illustrative of the present invention, and not restrictive, and the scope of the present invention is not limited thereto: any person skilled in the art can modify or easily conceive the technical solutions described in the foregoing embodiments or equivalent substitutes for some technical features within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the embodiments of the present invention, and they should be construed as being included therein. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (15)

1. A method for evaluating a device configuration, the method comprising:
acquiring running data of target equipment in historical running of a game; wherein the operational data comprises: the method comprises the steps of presetting 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 configuration reference factors comprise at least one of a picture quality engine, a picture quality level, a game role multi-opening number and a game scene;
determining a weight value 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 that: the target device needs to adopt a picture quality level and/or a picture quality engine when running the game.
2. The method of claim 1, wherein the operational data comprises a plurality of pieces; each piece of operation data comprises 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;
the step of determining the weight value 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 comprises:
for each factor value of each of the configuration reference factors in the plurality of pieces of operating data, performing the following operations: determining a plurality of pieces of operation data corresponding to the current factor value, and the data piece number distribution in the range of the preset plurality of picture display frame numbers; and determining the weight corresponding to the current factor value based on the data number distribution.
3. The method of claim 2, wherein the step of determining the distribution of the number of pieces of the operation data corresponding to the current factor value within a preset number of frame numbers of the plurality of frames comprises:
acquiring a first data volume of operation data of which the frame number of picture display is less than a first appointed frame number and a second data volume of the operation data of which the frame number of picture display is more than or equal to the first appointed frame number in a plurality of pieces of operation data corresponding to the current factor value;
and acquiring a third data volume of the operation data of which the frame number of the picture display is less than the first appointed frame number and a fourth data volume of the operation data of which the frame number of the picture display is more than or equal to the first appointed frame number in the plurality of operation data.
4. The method according to claim 2, wherein the step of determining the weight corresponding to the current factor value based on the data number distribution comprises:
determining a first ratio between a first data volume of operation data with the frame number of picture display less than a first specified frame number and a second data volume of operation data with the frame number of picture display greater than or equal to the first specified frame number in a plurality of pieces of operation data corresponding to the current factor value;
determining a second ratio between a third data volume of the operation data of which the frame number of the picture display frames is less than the first appointed frame number and a fourth data volume of the operation data of which the frame number of the picture display frames is greater than or equal to the first appointed frame number in the plurality of operation data;
and determining a weight value corresponding to the current factor value based on a third ratio between the first ratio and the second ratio.
5. The method of claim 4, wherein the first specified number of frames comprises a plurality;
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:
determining a third ratio between the first ratio and the second ratio corresponding to each first specified frame number;
and determining the weight corresponding to the current factor value based on the sum of the third ratios corresponding to each first appointed frame number.
6. The method according to claim 1, wherein the step of determining the evaluation result of the target device based on the factor value of the configuration reference factor, the number of screen display frames corresponding to the factor value of the configuration reference factor, and the weight value corresponding to the factor value of the configuration reference factor comprises:
for each factor value combination 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 the data number distribution in the range of the preset 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 a factor value corresponding to each configuration reference factor;
and determining the evaluation result of the target equipment based on the initial evaluation result corresponding to each factor value combination and the weight combination.
7. The method of claim 6, wherein the step of determining the distribution of the number of pieces of the operation data corresponding to the current factor value combination within a preset number of frame numbers of the plurality of frames comprises:
acquiring a fifth data volume of operation data of which the frame number of picture display is less than a second specified frame number and a sixth data volume of operation data of which the frame number of picture display is greater than or equal to the second specified frame number in a plurality of pieces of operation data corresponding to the current factor value combination;
and acquiring a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of pieces of operation data.
8. The method of claim 6, wherein the step of determining an initial evaluation result of the target device based on the data strip number distribution comprises:
determining a fourth ratio between a fifth data volume of the operation data with the frame number of picture display less than a second specified frame number and a sixth data volume of the operation data with the frame number of picture display greater than or equal to the second specified frame number in the plurality of operation data corresponding to the current factor value combination;
determining a fifth ratio between a seventh data volume of the operation data of which the frame number of the picture display is less than the second specified frame number and an eighth data volume of the operation data of which the frame number of the picture display is greater than or equal to the second specified frame number in the plurality of pieces of operation data;
determining an initial evaluation result of the target device based on a sixth ratio between the fourth ratio and the fifth ratio.
9. The method of claim 8, wherein the second specified number of frames comprises a plurality;
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 number of frames;
and determining an initial evaluation result of the target equipment based on the sum of sixth ratios corresponding to each second specified frame number.
10. The method according to claim 6, wherein the step of determining the evaluation result of the target device based on the initial evaluation result corresponding to each factor value combination and the weight value combination comprises:
determining the 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.
11. The method according to claim 10, wherein the step of determining the evaluation result of the target device based on the product of the initial evaluation result and the sum of the weights comprises:
and if the target equipment corresponds to various factor value combinations, determining the average value of the initial evaluation result corresponding to each factor value combination and the product value of the weight sum as the evaluation result of the target equipment.
12. 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 number of screen display frames corresponding to the factor value of the configuration reference factor, and the weight value 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 the evaluation result of the target device;
and displaying a game picture of the game based on the target image quality level and the target image quality engine.
13. 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 during historical running of the game; wherein the operational data comprises: the method comprises the steps of presetting 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 configuration reference factors comprise at least one of a picture quality engine, a picture quality level, a game role multi-opening number and a game scene;
a weight determination module, configured to determine 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;
a result determining module, 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 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 that: the target device needs to adopt a picture quality level and/or a picture quality engine when running the game.
14. 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 1-12.
15. A machine-readable storage medium having stored thereon 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 1-12.
CN202110818641.8A 2021-07-20 2021-07-20 Evaluation method and device for equipment configuration and electronic equipment Active CN113457140B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110818641.8A CN113457140B (en) 2021-07-20 2021-07-20 Evaluation method and device for equipment configuration and electronic equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110818641.8A CN113457140B (en) 2021-07-20 2021-07-20 Evaluation method and device for equipment configuration and electronic equipment

Publications (2)

Publication Number Publication Date
CN113457140A true CN113457140A (en) 2021-10-01
CN113457140B CN113457140B (en) 2024-05-28

Family

ID=77881528

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110818641.8A Active CN113457140B (en) 2021-07-20 2021-07-20 Evaluation method and device for equipment configuration and electronic equipment

Country Status (1)

Country Link
CN (1) CN113457140B (en)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020016733A1 (en) * 2000-06-07 2002-02-07 Ricoh Company Ltd. System and method for specifying factors contributing to enhance people's will to achieve results and for determining properties of people which are related to specified factors
KR20070007456A (en) * 2005-07-11 2007-01-16 삼성전자주식회사 Display apparatus and method for setting up a picture quality thereof
KR20120046604A (en) * 2010-11-02 2012-05-10 한국전자통신연구원 Apparatus and method for making game data using sprite cell
CN108721898A (en) * 2018-06-01 2018-11-02 深圳市腾讯网络信息技术有限公司 The determination method and apparatus of frame per second, storage medium, electronic device
CN109966739A (en) * 2019-01-17 2019-07-05 珠海金山网络游戏科技有限公司 A kind of method and system optimizing game running
CN111068316A (en) * 2019-12-25 2020-04-28 北京像素软件科技股份有限公司 Game frame number adjusting method and device, storage medium and electronic equipment

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020016733A1 (en) * 2000-06-07 2002-02-07 Ricoh Company Ltd. System and method for specifying factors contributing to enhance people's will to achieve results and for determining properties of people which are related to specified factors
KR20070007456A (en) * 2005-07-11 2007-01-16 삼성전자주식회사 Display apparatus and method for setting up a picture quality thereof
KR20120046604A (en) * 2010-11-02 2012-05-10 한국전자통신연구원 Apparatus and method for making game data using sprite cell
CN108721898A (en) * 2018-06-01 2018-11-02 深圳市腾讯网络信息技术有限公司 The determination method and apparatus of frame per second, storage medium, electronic device
CN109966739A (en) * 2019-01-17 2019-07-05 珠海金山网络游戏科技有限公司 A kind of method and system optimizing game running
CN111068316A (en) * 2019-12-25 2020-04-28 北京像素软件科技股份有限公司 Game frame number adjusting method and device, storage medium and electronic equipment

Also Published As

Publication number Publication date
CN113457140B (en) 2024-05-28

Similar Documents

Publication Publication Date Title
CN107515825B (en) Fluency testing method and device, storage medium and terminal
CN110969170B (en) Image theme color extraction method and device and electronic equipment
CN109740019A (en) A kind of method, apparatus to label to short-sighted frequency and electronic equipment
CN108319974B (en) Data processing method, data processing device, storage medium and electronic device
CN107875630B (en) Rendering area determination method and device
CN109224444A (en) Game charater recognition methods, device, storage medium and electronic equipment
CN108961260B (en) Image binarization method and device and computer storage medium
CN107659806A (en) The appraisal procedure and device of video quality
CN112950579B (en) Image quality evaluation method and device and electronic equipment
CN115696356B (en) Cell capacity adjustment method and device, electronic equipment and storage medium
CN110866259A (en) Method and system for calculating potential safety hazard score based on multi-dimensional data
CN114024737B (en) Method, apparatus and computer readable storage medium for determining live room volume
CN110245696A (en) Illegal incidents monitoring method, equipment and readable storage medium storing program for executing based on video
CN108985244B (en) Television program type identification method and device
CN113457140A (en) Evaluation method and device for equipment configuration and electronic equipment
CN113259727A (en) Video recommendation method, video recommendation device and computer-readable storage medium
CN113296666A (en) Anchor exposure data reporting method and device, terminal equipment and storage medium
CN114342411B (en) Method for providing one or more sets of graphics parameters, computer executing program for implementing method for providing one or more sets of graphics parameters
CN114359826A (en) Evaluation method and device for material placement and electronic equipment
CN105992055B (en) video decoding method and device
CN115797267A (en) Image quality evaluation method, system, electronic device, and storage medium
CN109598525B (en) Data processing method and device
CN113032278B (en) Application running mode, and method and device for confirming grade of terminal equipment
CN112333756B (en) Regional network quality monitoring method, system, electronic equipment and storage medium
CN110765171B (en) Bad user discrimination method, storage medium, electronic device and system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant