CN108491220B - Method of skill training and system - Google Patents

Method of skill training and system Download PDF

Info

Publication number
CN108491220B
CN108491220B CN201810213983.5A CN201810213983A CN108491220B CN 108491220 B CN108491220 B CN 108491220B CN 201810213983 A CN201810213983 A CN 201810213983A CN 108491220 B CN108491220 B CN 108491220B
Authority
CN
China
Prior art keywords
training
task
technical ability
atom
list
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.)
Active
Application number
CN201810213983.5A
Other languages
Chinese (zh)
Other versions
CN108491220A (en
Inventor
刘振鲁
俞文永
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.)
Sipic Technology Co Ltd
Original Assignee
AI Speech 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 AI Speech Ltd filed Critical AI Speech Ltd
Priority to CN201810213983.5A priority Critical patent/CN108491220B/en
Publication of CN108491220A publication Critical patent/CN108491220A/en
Application granted granted Critical
Publication of CN108491220B publication Critical patent/CN108491220B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/60Software deployment
    • G06F8/65Updates

Abstract

The present invention discloses a kind of method of skill training and system, and wherein method includes: when detecting that developer completes change to the training resource of technical ability, and whether the resource version of judgemental skill and the current inner version of technical ability are corresponding;If be not correspond to, it is determined that carry out the atom training operation needed for full dose updates to technical ability to generate the first training list;If corresponding, it is determined that the atom training operation carried out needed for being updated according to material alteration content to technical ability is to generate the second training list;Atom training operation distribution to different training process in first training list or the second training list is subjected to asynchronous training.Method of skill training of the present invention and system realize the real-time training of technical ability, can timely obtain newest technical ability, improve the efficiency to skill training, ensure that the real-time of skill training.In addition, also achieving has targetedly part training to technical ability, training burden is reduced, training resource is saved.

Description

Method of skill training and system
Technical field
The invention belongs to software upgrading technical field more particularly to a kind of method of skill training and systems.
Background technique
Open platform (Open Platform) refer to software systems by disclose its application programming interface (API) or Function (function) increase external program by the function of the software systems or using the resource of the software systems, and The source code of the software systems is not needed to change.
Get up currently, the development platform of voice dialogue product class also gradually more, but respective development platform all follows Oneself internal agreement formulated, and the product developed is only used for this platform, not incompatible between different platform.Application It is creative on voice dialogue product developing platform used by people to propose the concept of technical ability, it is to realize specific function with technical ability Basic unit create product.Technical ability is similar to an APP, completes one or more specific function by voice dialogue, As wechat supports N kind function, message, circle of friends, payment etc..Technical ability can be made of multiple tasks, and task is exactly one of them Function, such as inquires address, and periphery or positioning are searched in navigation.Task is one of important composition ingredient of technical ability, is to complete a certain item The single-wheel of function is talked with or the intersection of more wheel dialogues.The each round of developer is talked with, and is construed as one and is intended to, and one Task is made of one or more intention.
Applicant has found in the implementation of the present invention, when one new technical ability of creation or to the technical ability created After modifying, require to be trained the technical ability study.And initial stage comes using the method for updating software to technical ability Progress is thinner, but is trained using traditional Oftware updating method to the technical ability, and it is slow that there are training speeds, can only be to skill It can be carried out whole updating training, be lack of pertinence the defect with flexibility.
Summary of the invention
The embodiment of the present invention provides a kind of method of skill training and system, is at least able to ascend the efficiency to skill training, And local updating targetedly can be carried out to technical ability.
In a first aspect, the embodiment of the present invention provides a kind of method of skill training, comprising:
When detecting that developer completes change to the training resource of technical ability, resource version and the institute of the technical ability are judged Whether the current inner version for stating technical ability is corresponding;
If be not correspond to, it is determined that platform carries out the atom training operation needed for full dose updates to the technical ability, with life At the first training list;
If corresponding, it is determined that the atom carried out needed for being updated according to material alteration content to the technical ability is instructed It drills work, to generate the second training list;
By the atom training operation distribution in the first training list or the second training list to different instructions Practice process and carries out asynchronous training.
Second aspect, the embodiment of the present invention also provide a kind of skill training system, comprising:
Version determining program module, for judging when detecting that developer completes change to the training resource of technical ability Whether the resource version of the technical ability and the current inner version of the technical ability are corresponding;
First training list generation programs module, for when the resource version of the technical ability and the current inner of the technical ability When version is not correspond to, determine that platform carries out the atom training operation needed for full dose updates to the technical ability to generate the first training List;
First training list generation programs module, for when the resource version of the technical ability and the current inner of the technical ability When version is corresponding, the atom training operation carried out needed for being updated according to material alteration content to the technical ability is determined, To generate the second training list;
Training operation distribution program module, for the first training list or described second to be trained to the original in list Son training operation distribution to different training process carries out asynchronous training.
The third aspect, the embodiment of the present invention provide a kind of storage medium, are stored thereon with computer program, and feature exists In the method for the skill training of realization any embodiment of the present invention when the program is executed by processor.
Fourth aspect provides a kind of electronic equipment comprising: at least one processor, and with described at least one Manage the memory of device communication connection, wherein the memory is stored with the instruction that can be executed by least one described processor, institute It states instruction to be executed by least one described processor, so that at least one described processor is able to carry out any embodiment of the present invention Realization method of skill training.
5th aspect, the embodiment of the present invention also provide a kind of computer program product, and the computer program product includes The computer program being stored on non-volatile computer readable storage medium storing program for executing, the computer program include program instruction, when When described program instruction is computer-executed, the computer is made to execute the realization skill training side of any embodiment of the present invention Method.
In the embodiment of method of skill training of the present invention and system, by detecting edit operation of the developer to technical ability, and And carry out the training of technical ability at once once detecting after edit operation, so that the real-time training of technical ability is realized, it can Timely obtain newest technical ability.And determine to be trained technical ability and be operated using atom training, so energy All atom training operations are enough performed simultaneously, carries out, improves to skill according to entire training operation without step-by-step The efficiency that can be trained, ensure that the real-time of skill training.In addition, also achieving has targetedly part training to technical ability, Training burden is reduced, training resource is saved.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, required use in being described below to embodiment Attached drawing be briefly described, it should be apparent that, drawings in the following description are some embodiments of the invention, for ability For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached Figure.
Fig. 1 is the flow chart of an embodiment of method of skill training of the invention;
Fig. 2 is the flow chart of another embodiment of method of skill training of the invention;
Fig. 3 is the flow chart of the another embodiment of method of skill training of the invention;
Fig. 4 is the functional block diagram of the another embodiment of skill training system of the invention;
Fig. 5 is the functional block diagram of an embodiment of skill training system of the invention;
Fig. 6 is the functional block diagram of an embodiment of the first training list generation programs module in the present invention;
Fig. 7 is the functional block diagram of an embodiment of the second training list generation programs module in the present invention;
Fig. 8 is the structural schematic diagram of an embodiment of electronic equipment of the invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase Mutually combination.
The present invention can describe in the general context of computer-executable instructions executed by a computer, such as program Module.Generally, program module includes routines performing specific tasks or implementing specific abstract data types, programs, objects, member Part, data structure etc..The present invention can also be practiced in a distributed computing environment, in these distributed computing environments, by Task is executed by the connected remote processing devices of communication network.In a distributed computing environment, program module can be with In the local and remote computer storage media including storage equipment.
In the present invention, " module ", " system " etc. refer to the related entities for being applied to computer, such as hardware, hardware and soft Combination, software or software in execution of part etc..In detail, for example, element can with but be not limited to run on processor Process, processor, object, executable element, execution thread, program and/or computer.In addition, running on answering on server It can be element with program or shell script, server.One or more elements can in the process and/or thread of execution, And element can be localized and/or be distributed between two or multiple stage computers on one computer, and can be by various Computer-readable medium operation.Element can also be according to the signal with one or more data packets, for example, from one and this Another element interacts in ground system, distributed system, and/or the network in internet passes through signal and other system interactions The signal of data is communicated by locally and/or remotely process.
Finally, it is to be noted that, herein, the terms "include", "comprise" not only include those elements, but also Further include other elements that are not explicitly listed, or further include for this process, method, article or equipment it is intrinsic Element.In the absence of more restrictions, the element limited by sentence " including ... ", it is not excluded that including the element Process, method, article or equipment in there is also other identical elements.
As shown in Figure 1, the method for skill training of one embodiment of the invention, comprising:
S11, when detecting that developer completes change to the training resource of technical ability, judge the resource version of the technical ability It is whether corresponding with the current inner version of the technical ability.
Developer is further to have been modified in development platform the technical ability created to the edit operation of technical ability Kind carried out edit operation.For example, developer is that the technical ability created increases a new saying, or increases new Semantic slot, perhaps carried out new mark or had modified reference resource etc..In the present embodiment, developed by real-time detection Edit operation of the person to technical ability, and the training of progress technical ability at once once detecting after edit operation, to realize The real-time training of technical ability, can timely obtain newest technical ability.
During carrying out skill development in development platform, developer is that technical ability is made to realize specific function, needs to quote Resource with specific function.For example, then needing when the technical ability that developer will develop a inquiry weather by calling a look into The API for asking weather, can be specifically called by call address, such as: https: //s.dui.ai/webhook/air.This The API resource called in development platform for user can be provided by development platform or provided by third-party platform, And when can may carry out version updating to these API resources over time, therefore will appear client development technical ability The API resource version called, the version that corresponding API resource when developed technical ability is reused or edited to user are different The case where cause.At this moment if developer has carried out new edit operation to technical ability, it is necessary to full dose update is carried out to entire technical ability, It is consistent between technical ability and cited API resource kernel version to guarantee, it is ensured that the normal operation of technical ability.
If S12, be not correspond to, it is determined that platform carries out the atom training operation needed for full dose updates to the technical ability, To generate the first training list.
It, will be required for exercise skill when the current inner version of the resource version and the technical ability that determine technical ability is inconsistent The training operation of progress is split as the atom training operation of many minimum units, can so be performed simultaneously all originals Son training operation carries out according to entire training operation without step-by-step, improves the efficiency to skill training, ensure that The real-time of skill training.
If S13, corresponding, it is determined that according to material alteration content (being influenced by the edit operation) to the technical ability The atom training operation carried out needed for being updated is to generate the second training list.
When the resource version for determining technical ability is consistent with the current inner version of the technical ability, only determined in technical ability by Atom training operation is carried out required for the part influenced to edit operation, so that realizing has targetedly part to technical ability Training, reduces training burden, saves training resource.
S14, the atom training operation in the first training list or the second training list is distributed to difference Training process carry out asynchronous training.By the atom training behaviour in the first training list or the second training list in the present embodiment Distribute the process pool pre-established to one, with dispatch different process subprograms respectively to all atom training operate into Row training.
In addition, the asynchronous monitoring queue also registered in advance that exit signal for monitoring all process subprograms, does not listen to As soon as a subprogram has handled an atom training operation, corresponding to record in the queue, until all atom training operations All training are completed, so as to grasp trained progress in real time, and guarantees that institute is skilled and orderly correctly carries out, avoid Appearance blocks.
The embodiment of the present invention can generate a full dose training if resource version and existing kernel version are inconsistent, For partially training bring version inconsistence problems.Multiple inseparable atom instructions are disassembled into one complete training It drills work, the atom training operation that influenced data calculate needs is operated by developer, the training of these atoms is operated It is distributed in process pool and carries out asynchronous training.
Technical problem of the invention is solved inventors have found that being similarly, the possible nothing of improvement in the presence of the prior art Non- is exactly following several respects:
A. in terms of the direction of server software: training is distributed to more machines by distributed training.
B. in terms of interior nuclear engineering: improving trained algorithm, improving performance.
C. from the point of view of product design: changing trained opportunity, delay training.
But in the scheme of the embodiment of the present invention, the relevant optimization of distributed training is not only focused on, while by attention The inside for being transferred to each round training is tracked and parallel training, needs simultaneously to have centainly server exploitation and interior nuclear engineering Understanding.
In some embodiments, specifically, the determination is influenced to be updated institute to the technical ability by the edit operation Need to carry out atom training operation with generate second training list comprise determining that the task influenced by the edit operation and/or The atom training operation carried out needed for task classification and/or dictionary, to generate the second training list.
It may include multiple task in the same technical ability, if developer only edits some task, And simply increase a saying, it is determined that some task is the task influenced by edit operation.Further, If developer to the classification of some task (including efficiency tool, service for life, traffic trip, audio-visual audiovisual, shopping, Education, smart home, social sharings, Domestic News etc.) be modified, then simultaneously determination some task be classified as by The task that edit operation influences.Further, it if developer increases new semantic slot to some task, is associated with new Dictionary then determines that the associated dictionary is the part influenced by edit operation simultaneously.Pass through the division of above-mentioned training operation, energy It is enough to realize that, simultaneously to the task by edit operation, task classification and dictionary carry out asynchronous training, to not only realize pair The part training of technical ability, and also achieves the parallel training of different level, improves trained efficiency, trained real-time, Thus when developer carries out edit operation and is trained (because during actual development, when developer carries out skill development Immediately exploitation training immediately), technical ability after training can be obtained and be tested by withouting waiting for the long time, be guaranteed User experience.
In some embodiments, the material alteration content includes the change carried out to task, task classification and dictionary More.
As shown in Fig. 2, in some embodiments, the determination is updated the technical ability according to material alteration content The atom training of required progress operates, and includes: to generate the second training list
S21, the first atom training behaviour carried out needed for classifying according to the material alteration content to the task is determined Work collects;
S22, it determines and trains operation set according to second atom of the material alteration content to progress needed for the task;
S23, it determines and trains operation set according to third atom of the material alteration content to progress needed for the dictionary;
S24, determination task associated with the dictionary and task classification, to determine according to the material alteration content To the 4th atom training operation set carried out needed for task associated with the dictionary and task classification;
S25, the second training list is generated according to first to fourth atom training operation set.
In the embodiment of the present invention, by classifying according to task, the priority orders of task and dictionary (task classification, task Successively priority gradually decreases with dictionary) the required atom training operation carried out is determined for the substantial modifications content, no It only can more rapidly and efficiently determine the atom training operation carried out needed for updating exercise skill, but also will not omit and be directed to The atom training operation carried out required for the change operation of developer.Specifically, because preferential first correspond to institute by determining Task classification and the task for stating material alteration content, determine whether there is again later corresponding to the material alteration content Dictionary, and when determining the atomic operation of progress needed for for dictionary, it is specific that the task classification for quoting the dictionary has been determined again And task, it is lost when to directly determining the atom training operation for progress needed for task classification and task before even Leakage, herein as further being operated by the determining atom training with progress required for the associated task classification of dictionary and task, Also omission that may be present before can overcome the disadvantages that.So the embodiment of the present invention can be realized for the change operation of developer to technical ability More thoroughly comprehensive training updates.
As shown in figure 3, in some embodiments, the training behaviour carried out needed for the change that the determination is carried out for dictionary Work includes:
S31, dictionary to be trained is determined according to material alteration content;
S32, determination task and task associated with the dictionary to be trained classify;
S33, it determines and divides for training dictionary train and task and task associated with the dictionary to be trained The atom training operation of class.
In the present embodiment, it when the edit operation for determining developer is the edit operation to dictionary, has not only determined To the training operation that dictionary is trained, while further defining and classifying with the dictionary associated task and task (for example, current skill The mark of added saying refers to the dictionary operated in a certain task that can lower included.Specifically, in a certain technical ability There are saying " how is Pekinese's weather ", " Beijing " is labelled under the technical ability and is " domestic city " and refers to " domestic city " Dictionary necessarily will train accordingly a certain technical ability when developer edits " domestic city " this dictionary), and The training operation for the response that needs carry out has been determined.
The present embodiment be not it is simple and mechanical to technical ability carry out targetedly part training, when determined developer institute directly After the content for operating editor, further determined with this directly by the associated other contents of the content of edit operation, from And the thorough part training to energy is realized, it is associated with the operation of developer's direct editing without being omitted because of specific aim Content training.
In some embodiments, the determining atom training operation carried out needed for full dose updates is to generate the first training column Table comprises determining that all task, task classification and dictionary that the technical ability is included;It determines respectively described all for training Task, task classification and the atom training operation of dictionary are to generate the first training list.
As shown in figure 4, for the flow diagram of a specific embodiment of the invention, the method for skill training packet of the present embodiment It includes:
Step 1, developer submit a Xiang Biangeng, and submission one change herein is embodied in developer to current technical ability The edit operation of progress, and by background server real-time detection to the edit operation, the editor that detects is grasped again later Make carry out analysis summary, determine to exercise skill resource (i.e. technical ability included saying, dictionary, strong saying classification, dialogue, Reply etc.) change that is of practical significance.
Step 2, check resource version it is whether consistent with kernel version, that is, judge kernel version associated by current technical ability with Whether associated kernel version is consistent when before trained the resource of skills of version till now.
Step 3 carries out atom training operation required for a full dose updates to technical ability if it is inconsistent, calculating, And by obtained all atom training operation storages into task list.
If step 4, consistent, determine whether change caused by the edit operation of developer has influenced the skill respectively Task, task classification that can included and dictionary, and determined respectively according to affected task, task classification and dictionary The atom training operation carried out required for out, by determining atom training operation storage into task list.
Specifically, when determining that a certain dictionary is influenced by change, need further determination associated for the dictionary Task and task classification, and determine that the atom training operation carried out required for the associated task and task classification is deposited accordingly It puts into task list.
Step 5, by the atom stored in task list obtained in step 3 and step 4 training operation break up be transferred to it is different It walks in process flow, and the balanced different training process that is allocated to is trained.
Step 6, carried out in main program during executing training operation in steps of 5 registration monitor all training into Journey is tied after snoop results show to have completed all atom training operations with the completion situation of real-time detection training process Shu Benci skill training.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of Movement merge, but those skilled in the art should understand that, the present invention is not limited by the sequence of acts described because According to the present invention, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know It knows, the embodiments described in the specification are all preferred embodiments, and related actions and modules is not necessarily of the invention It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment Point, reference can be made to the related descriptions of other embodiments.
As shown in figure 5, the embodiment of the present invention provides a kind of skill training system 500 comprising: version determining program module 510, the first training list generation programs module 520, second training list generation programs module 530 and training operation distribution program Module 540.Wherein,
Version determining program module 510, for sentencing when detecting that developer completes change to the training resource of technical ability Whether the resource version for the technical ability of breaking and the current inner version of the technical ability are corresponding.
Developer is further to have been modified in development platform the technical ability created to the edit operation of technical ability Kind carried out edit operation.For example, developer is that the technical ability created increases a new saying, or increases new Semantic slot, perhaps carried out new mark or had modified reference resource etc..In the present embodiment, developed by real-time detection Edit operation of the person to technical ability, and the re -training of progress technical ability at once once detecting after edit operation, thus The real-time training of technical ability is realized, newest technical ability can be timely obtained.
During carrying out skill development in development platform, developer is that technical ability is made to realize specific function, needs to quote Resource with specific function.For example, then needing when the technical ability that developer will develop a inquiry weather by calling a look into The API for asking weather, can be specifically called by call address, such as: https: //s.dui.ai/webhook/air.This The API resource called in development platform for user can be provided by development platform or provided by third-party platform, And when can may carry out version updating to these API resources over time, therefore will appear client development technical ability The API resource version called, the version that corresponding API resource when developed technical ability is reused or edited to user are different The case where cause.At this moment if developer has carried out new edit operation to technical ability, it is necessary to full dose update is carried out to entire technical ability, It is consistent between technical ability and cited API resource kernel version to guarantee, it is ensured that the normal operation of technical ability.
First training list generation programs module 520, for the current of resource version and the technical ability when the technical ability When kernel version is not correspond to, determine that the atom carried out needed for full dose updates to the technical ability trains operation, to generate the first instruction Practice list.
When the current inner version of the resource version and the technical ability that determine technical ability is not correspond to, the first training list is raw The training operation of progress required for exercise skill is split as to the atom training operation of many minimum units at program module 520, So all atom training operations can be performed simultaneously, without it is step-by-step according to entire training operate into Row, improves the efficiency to skill training, ensure that the real-time of skill training.
Second training list generation programs module 530, for the current of resource version and the technical ability when the technical ability When kernel version is corresponding, determination is updated the technical ability according to material alteration content (being influenced by the edit operation) The atom training operation of required progress, to generate the second training list.
When the resource version for determining technical ability is consistent with the current inner version of the technical ability, the second training list generates journey Sequence module 530, which has only determined, has carried out atom training operation required for the part influenced in technical ability by edit operation, thus Realizing has targetedly part training to technical ability, reduces training burden, saves training resource.
Training operation distribution program module 540, for will it is described first training list or it is described second train list in Atom training operation distribution to different training process carry out asynchronous training.
In some embodiments, it is carried out needed for the determination is updated the technical ability according to material alteration content Atom training operates, and includes: to generate the second training list
Determine the atom training operation carried out needed for the change carried out for task and/or task classification and/or dictionary, To generate the second training list.
As shown in fig. 6, in some embodiments, the first training list generation programs module 520 includes:
Resource of skills determines program unit 521, for determining all task, task classification and word that the technical ability included Library;
First list generates program unit 522, for being determined respectively for training all task, task classification and word The atom training operation in library is to generate the first training list.
As shown in fig. 7, in some embodiments, the second training list generation programs module 530 includes:
Dictionary to be trained determines program unit 531, for determining according to material alteration content by the modification information shadow Loud dictionary is dictionary to be trained;
Associated task determines program unit 532, for determining task and task points associated with the dictionary to be trained Class;
Second list generates program unit 533, for determining for the training dictionary to be trained and with described wait train The atom training operation of dictionary associated task and task classification is to generate the second training list.
Method provided by the embodiment of the present application can be performed in the said goods, has the corresponding functional module of execution method and has Beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to method provided by the embodiment of the present application.
The embodiment of the present invention also provides a kind of electronic equipment comprising: at least one processor, and with described at least one The memory of a processor communication connection, wherein the memory is stored with the finger that can be executed by least one described processor Enable, described instruction executed by least one described processor so that at least one described processor be able to carry out it is of the invention any The realization method of skill training of embodiment.
Fig. 8 is the hardware configuration signal of the electronic equipment for the execution method of skill training that another embodiment of the application provides Figure, as shown in figure 8, the equipment includes:
One or more processors 810 and memory 820, in Fig. 8 by taking a processor 810 as an example.
The equipment for executing method of skill training can also include: input unit 830 and output device 840.
Processor 810, memory 820, input unit 830 and output device 840 can pass through bus or other modes It connects, in Fig. 8 for being connected by bus.
Memory 820 is used as a kind of non-volatile computer readable storage medium storing program for executing, can be used for storing non-volatile software journey Sequence, non-volatile computer executable program and module, such as the corresponding program of method of skill training in the embodiment of the present application Instruction/module.Non-volatile software program, instruction and the module that processor 810 is stored in memory 820 by operation, Thereby executing the various function application and data processing of server, i.e. realization above method embodiment method of skill training.
Memory 820 may include storing program area and storage data area, wherein storing program area can store operation system Application program required for system, at least one function;Storage data area can be stored to be created according to using for device for training skill Data etc..In addition, memory 820 may include high-speed random access memory, it can also include nonvolatile memory, example Such as at least one disk memory, flush memory device or other non-volatile solid state memory parts.In some embodiments, it deposits Optional reservoir 820 includes the memory remotely located relative to processor 810, these remote memories can pass through network connection To device for training skill.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, mobile radio communication And combinations thereof.
Input unit 830 can receive the number or character information of input, and generates and set with the user of device for training skill It sets and the related signal of function control.Output device 840 may include that display screen etc. shows equipment.
One or more of modules are stored in the memory 820, when by one or more of processors When 810 execution, the method for skill training in above-mentioned any means embodiment is executed.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member It is physically separated with being or may not be, component shown as a unit may or may not be physics list Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs In some or all of the modules achieve the purpose of the solution of this embodiment.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can It is realized by the mode of software plus general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, above-mentioned technology Scheme substantially in other words can be embodied in the form of software products the part that the relevant technologies contribute, the computer Software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including some instructions to So that computer equipment (can be personal computer, server or the network equipment etc.) execute each embodiment or Method described in certain parts of embodiment.
Finally, it should be noted that above embodiments are only to illustrate the technical solution of the application, rather than its limitations;Although The application is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it still may be used To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features; And these are modified or replaceed, each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution spirit and Range.

Claims (13)

1. a kind of method of skill training, comprising:
When detecting that developer completes change operation to the training resource of technical ability, resource version and the institute of the technical ability are judged Whether the current inner version for stating technical ability is corresponding;
If do not corresponded to, it is determined that platform carries out the atom training operation needed for full dose updates to the technical ability, to generate first Training list;
If corresponding, it is determined that required atom training operation is updated to the technical ability according to material alteration content, To generate the second training list;
By it is described first training list or it is described second training list in atom training operation distribution to different training into Journey is trained into line asynchronous.
2. according to the method described in claim 1, wherein, the material alteration content includes to task classification, task and word The change that library is carried out;
The determination is updated required atom training operation to the technical ability according to material alteration content, to generate second Training list includes the steps that following sequence executes:
It determines and is updated required the first atom training operation set to task classification according to the material alteration content;
It determines and is updated required the second atom training operation set to the task according to the material alteration content;
It determines and is updated required third atom training operation set to the dictionary according to the material alteration content;
Determine task associated with the dictionary and task classification, with determination according to the material alteration content pair with it is described Dictionary associated task and task classification are updated required the 4th atom training operation set;
The second training list is generated according to first to fourth atom training operation set.
3. according to the method described in claim 1, wherein, the determination carries out more the technical ability according to material alteration content New required atom training operates, and includes: to generate the second training list
The atom training operation carried out needed for the change carried out for dictionary is determined, to generate the second training list.
4. according to the method described in claim 3, wherein, the determination carries out more the technical ability according to material alteration content New required atom training operation, to generate the second training list further include:
The atom training operation classified for task and/or task and carried out needed for carried out change is determined, to generate described the Two training lists.
5. the method according to claim 3 or 4, wherein carried out needed for the change that the determination is carried out for dictionary Training operates
Dictionary to be trained is determined according to material alteration content;
Determining task and task classification associated with the dictionary to be trained;
Determine the atom classified for training dictionary train and task and task associated with the dictionary to be trained Training operation.
6. according to the method described in claim 1, wherein, the determining platform carries out the original needed for full dose updates to the technical ability Son training operates, and includes: to generate the first training list
Determine all task, task classification and dictionary that the technical ability is included;
It is determined respectively for training all task, task classification and the atom training operation of dictionary to generate first instruction Practice list.
7. a kind of skill training system, comprising:
Version determining program module, for when detecting that developer completes change to the training resource of technical ability, described in judgement Whether the resource version of technical ability and the current inner version of the technical ability are corresponding;
First training list generation programs module, for when the resource version of the technical ability and the current inner version of the technical ability Not to it is corresponding when determine that platform carries out the atom training operation needed for full dose updates to the technical ability, to generate the first training list;
Second training list generation programs module, for when the resource version of the technical ability and the current inner version of the technical ability It when corresponding, determine and required atom training operation is updated to the technical ability according to material alteration content, to generate the Two training lists;
Training operation distribution program module, for instructing the atom in the first training list or the second training list It drills to distribute to different training processes and carries out asynchronous training.
8. system according to claim 7, wherein the material alteration content includes to task classification, task and word The change that library is carried out;
It is described second training list generation programs module include:
First training set generates program unit, carries out more according to the material alteration content to task classification for determining New required the first atom training operation set;
Second training set generates program unit, is updated institute to the task according to the material alteration content for determining The the second atom training operation set needed;
Third training set generates program unit, is updated institute to the dictionary according to the material alteration content for determining The third atom training operation set needed;
4th training set generates program unit, for determining task associated with the dictionary and task classification, is pressed with determination The 4th required atom is updated according to the material alteration content pair task associated with the dictionary and task classification Training operation set;First to fourth training set generates program unit and successively executes its step;
Second training list generation programs unit, for generating described second according to first to fourth atom training operation set Training list.
9. system according to claim 7, wherein the determination carries out more the technical ability according to material alteration content New required atom training operates, and includes: to generate the second training list
The atom training operation carried out needed for the change carried out for task and/or task classification and/or dictionary is determined, with life At the second training list.
10. system according to claim 9, wherein it is described second training list generation programs module include:
Dictionary to be trained determines program unit, for determining dictionary to be trained according to material alteration content;
Associated task determines program unit, for determining task and task classification associated with the dictionary to be trained;
Second list generates program unit, for determining for the training dictionary to be trained and related to the dictionary to be trained The atom training operation of task and the task classification of connection is to generate the second training list.
11. system according to claim 7, wherein it is described first training list generation programs module include:
Resource of skills determines program unit, for determining all task, task classification and dictionary that the technical ability included;
First list generates program unit, for determining the original for training all task, task classification and dictionary respectively Son training operation is to generate the first training list.
12. a kind of electronic equipment comprising: at least one processor, and connect at least one described processor communication Memory, wherein the memory be stored with can by least one described processor execute instruction, described instruction by it is described extremely A few processor executes, so that at least one described processor is able to carry out any one of claim 1-6 the method The step of.
13. a kind of storage medium, is stored thereon with computer program, which is characterized in that the realization when program is executed by processor The step of any one of claim 1-6 the method.
CN201810213983.5A 2018-03-15 2018-03-15 Method of skill training and system Active CN108491220B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810213983.5A CN108491220B (en) 2018-03-15 2018-03-15 Method of skill training and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810213983.5A CN108491220B (en) 2018-03-15 2018-03-15 Method of skill training and system

Publications (2)

Publication Number Publication Date
CN108491220A CN108491220A (en) 2018-09-04
CN108491220B true CN108491220B (en) 2019-04-23

Family

ID=63339532

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810213983.5A Active CN108491220B (en) 2018-03-15 2018-03-15 Method of skill training and system

Country Status (1)

Country Link
CN (1) CN108491220B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109901939A (en) * 2019-03-07 2019-06-18 苏州思必驰信息科技有限公司 The information source call method and system of High Availabitity
CN113553843B (en) * 2021-06-24 2023-12-19 青岛海尔科技有限公司 Skill creation method and device

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8898656B2 (en) * 2011-08-29 2014-11-25 Salesforce.Com, Inc. Mechanism for facilitating dynamic format transformation of software applications in an on-demand services environment
US10749989B2 (en) * 2014-04-01 2020-08-18 Microsoft Technology Licensing Llc Hybrid client/server architecture for parallel processing
CN105302587B (en) * 2014-06-30 2019-01-11 腾讯科技(深圳)有限公司 Data-updating method and device
CN104461446B (en) * 2014-11-12 2018-05-18 科大讯飞股份有限公司 Software running method and system based on interactive voice
CN105930197A (en) * 2016-06-28 2016-09-07 乐视控股(北京)有限公司 Software upgrading method and electronic equipment
CN106873960B (en) * 2016-07-13 2020-07-21 阿里巴巴集团控股有限公司 Application software updating method and device
CN107423078A (en) * 2017-02-28 2017-12-01 福建中金在线信息科技有限公司 A kind of Oftware updating method and device

Also Published As

Publication number Publication date
CN108491220A (en) 2018-09-04

Similar Documents

Publication Publication Date Title
US11762635B2 (en) Artificial intelligence engine with enhanced computing hardware throughput
US11868896B2 (en) Interface for working with simulations on premises
Tang TF. Learn: TensorFlow's high-level module for distributed machine learning
CN109067890B (en) CDN node edge computing system based on docker container
US9189270B2 (en) Realizing jumps in an executing process instance
CN111290854A (en) Task management method, device and system, computer storage medium and electronic equipment
US20210125124A1 (en) Utilizing a machine learning model to manage a project release
US10540573B1 (en) Story cycle time anomaly prediction and root cause identification in an agile development environment
CN108415710B (en) The method and system of API is issued, called in Intelligent dialogue development platform
US11218386B2 (en) Service ticket escalation based on interaction patterns
US20190065251A1 (en) Method and apparatus for processing a heterogeneous cluster-oriented task
CN108491220B (en) Method of skill training and system
US20130086151A1 (en) Enterprise tools enhancements
Gill et al. A comprehensive study of simulation frameworks and research directions in fog computing
Sun et al. Early experience of building a cloud platform for service oriented software development
Bao et al. An orthogonal genetic algorithm for QoS-aware service composition
AU2015288125B2 (en) Control in initiating atomic tasks on a server platform
US20210294730A1 (en) Managing resources used during a development pipeline
US10346155B1 (en) Compilation optimization via dynamic server cloning
CN112230944A (en) Application installation method and device, electronic equipment and computer readable medium
McKee et al. Enabling decision support for the delivery of real-time services
KR20210009885A (en) Method, device and computer readable storage medium for automatically generating content regarding offline object
Affetti et al. aDock: a cloud infrastructure experimentation environment based on open stack and docker
Tramontana et al. Reverse engineering techniques: From web applications to rich Internet applications
CN110351104A (en) A kind of VIM selection method and device

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
CP01 Change in the name or title of a patent holder
CP01 Change in the name or title of a patent holder

Address after: 215123 building 14, Tengfei Innovation Park, 388 Xinping street, Suzhou Industrial Park, Suzhou City, Jiangsu Province

Patentee after: Sipic Technology Co.,Ltd.

Address before: 215123 building 14, Tengfei Innovation Park, 388 Xinping street, Suzhou Industrial Park, Suzhou City, Jiangsu Province

Patentee before: AI SPEECH Co.,Ltd.

PE01 Entry into force of the registration of the contract for pledge of patent right
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: Skills training methods and systems

Effective date of registration: 20230726

Granted publication date: 20190423

Pledgee: CITIC Bank Limited by Share Ltd. Suzhou branch

Pledgor: Sipic Technology Co.,Ltd.

Registration number: Y2023980049433