CN117010321B - EM and IR analysis method for multi-finger MOS device layout - Google Patents
EM and IR analysis method for multi-finger MOS device layout Download PDFInfo
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Abstract
一种multi‑finger MOS器件版图的EM和IR分析方法,包括以下步骤:获取原始版图信息;对栅极图层的几何图形进行矩形化处理;利用源极图层、漏极图层的几何图形过滤栅极图层的矩形;根据栅极图层图形的宽长比确定处理后MOS器件的方向;计算处理后MOS器件的宽度以及对应阵列的行数和列数,得到MOS器件阵列的坐标位置信息;删除原始的multi‑finger MOS器件区域,根据所述MOS器件阵列的坐标位置信息生成新的MOS器件阵列;对含有新的MOS器件阵列的版图提取寄生参数信息;根据所述寄生参数信息,进行EM和IR分析,输出分析结果。本发明的方法极大简化了对multi‑finger MOS器件版图做精确EM和IR分析的流程,无需人工修正版图,即可完成对multi‑finger MOS器件版图的EM和IR的精确分析。
A method for EM and IR analysis of a multi-finger MOS device layout includes the following steps: obtaining original layout information; rectangularizing the geometric figures of the gate layer; filtering the rectangle of the gate layer using the geometric figures of the source layer and the drain layer; determining the direction of the processed MOS device according to the width-to-length ratio of the gate layer figure; calculating the width of the processed MOS device and the number of rows and columns of the corresponding array to obtain the coordinate position information of the MOS device array; deleting the original multi-finger MOS device area, generating a new MOS device array according to the coordinate position information of the MOS device array; extracting parasitic parameter information from the layout containing the new MOS device array; performing EM and IR analysis according to the parasitic parameter information, and outputting the analysis results. The method of the present invention greatly simplifies the process of performing accurate EM and IR analysis on the multi-finger MOS device layout, and can complete accurate EM and IR analysis of the multi-finger MOS device layout without manually correcting the layout.
Description
技术领域Technical Field
本发明涉及集成电路仿真分析技术领域,尤其涉及一种multi-finger MOS器件版图的EM和IR分析方法。The present invention relates to the technical field of integrated circuit simulation analysis, and in particular to an EM and IR analysis method for a multi-finger MOS device layout.
背景技术Background technique
集成电路电源分配系统的用途是提供晶体管执行芯片逻辑功能所需的电压与电流。需进行详尽的分析才能确认芯片设计的电源分配方法是否具有强韧性。VDD(电源电压)网络上的压降(IR)和VSS(地或电源负极)网络上的地线反弹会影响设计整个时序和功能,如果忽视它们的存在,很可能导致芯片设计失败。电源网格中的大电流也会引起电迁移(EM)效应,在芯片的正常寿命时间内会引起电源网格的金属线性能劣化。这些不良效应最终将造成电路故障和严重的可靠性问题。所以现在都要对芯片做EM和IR分析,优化芯片的电源网络设计。The purpose of the integrated circuit power distribution system is to provide the voltage and current required by the transistors to perform the chip's logical functions. A detailed analysis is required to confirm whether the power distribution method of the chip design is robust. The voltage drop (IR) on the VDD (power supply voltage) network and the ground bounce on the VSS (ground or negative power supply) network will affect the entire timing and function of the design. If their existence is ignored, it is likely to cause the chip design to fail. The high current in the power grid will also cause electromigration (EM) effects, which will cause the metal line performance of the power grid to degrade during the normal life of the chip. These adverse effects will eventually cause circuit failures and serious reliability problems. Therefore, EM and IR analysis must be performed on the chip to optimize the chip's power network design.
由于Multi-finger MOS(多指结构场效应晶体管)器件往往在版图中占据着一块较大的区域,现有的电迁移和电流电阻压降分析技术(EM和IR)会将multi-finger MOS器件作为一个整体来进行分析,因此无法精确仿真multi-finger MOS器件内部以及不同finger之间的EM和IR情况,得不到精确的分析结果。Since Multi-finger MOS (multi-finger field effect transistor) devices often occupy a large area in the layout, existing electromigration and current resistance voltage drop analysis technologies (EM and IR) analyze the multi-finger MOS device as a whole. Therefore, it is impossible to accurately simulate the EM and IR conditions inside the multi-finger MOS device and between different fingers, and thus it is impossible to obtain accurate analysis results.
发明内容Summary of the invention
为了解决现有技术的缺陷,本发明的目的在于提供一种multi-finger MOS器件版图的EM和IR分析方法,对版图图形中multi-finger MOS器件进行分割,形成MOS器件阵列,从而能够对版图进行精确的EM和IR分析,帮助设计人员有效查找问题。In order to solve the defects of the prior art, the purpose of the present invention is to provide an EM and IR analysis method for a multi-finger MOS device layout, which divides the multi-finger MOS devices in the layout pattern to form a MOS device array, so that accurate EM and IR analysis of the layout can be performed to help designers effectively find problems.
为了实现上述目的,本发明提供的multi-finger MOS器件版图的EM和IR分析方法,包括以下步骤:In order to achieve the above object, the present invention provides an EM and IR analysis method for a multi-finger MOS device layout, comprising the following steps:
获取原始版图信息;Get the original layout information;
对栅极图层的几何图形进行矩形化处理;Rectify the geometry of the grid layer;
利用源极图层、漏极图层的几何图形过滤栅极图层的矩形;Filter the rectangle of the gate layer using the geometry of the source and drain layers;
根据栅极图层图形的宽长比确定处理后MOS器件的方向;Determine the direction of the processed MOS device according to the width-to-length ratio of the gate layer pattern;
计算处理后MOS器件的宽度以及对应阵列的行数和列数,得到MOS器件阵列的坐标位置信息;Calculating the width of the processed MOS device and the number of rows and columns of the corresponding array to obtain coordinate position information of the MOS device array;
删除原始的multi-finger MOS器件区域,根据所述MOS器件阵列的坐标位置信息生成新的MOS器件阵列;Deleting the original multi-finger MOS device area, and generating a new MOS device array according to the coordinate position information of the MOS device array;
对含有所述新的MOS器件阵列的版图提取寄生参数信息;Extracting parasitic parameter information from a layout containing the new MOS device array;
根据所述寄生参数信息,进行EM和IR分析,输出分析结果。According to the parasitic parameter information, EM and IR analysis are performed and the analysis results are output.
进一步地,所述原始版图信息,包括:栅极图层的几何信息、漏极图层的几何信息、栅极图层的几何信息、以及对应multi-finger MOS器件区域的finger属性信息。Furthermore, the original layout information includes: geometric information of the gate layer, geometric information of the drain layer, geometric information of the gate layer, and finger attribute information corresponding to the multi-finger MOS device area.
进一步地,所述利用源极图层、漏极图层的几何图形过滤栅极图层的矩形的步骤,进一步地包括:如果栅极图层几何图形的两侧不存在与之相交或相邻的源极图形和漏极图形,则过滤掉所述栅极图形,否则予以保留。Furthermore, the step of filtering the rectangle of the gate layer using the geometric figures of the source layer and the drain layer further includes: if there are no source figures and drain figures intersecting or adjacent to the gate layer geometric figures on both sides, the gate figures are filtered out, otherwise they are retained.
进一步地,所述根据栅极图层图形的宽长比确定处理后MOS器件的方向的步骤,进一步包括:根据栅极图层中矩形的X方向和Y方向的长度比来确定经过处理后的MOS器件的方向,当X方向和Y方向的长度比小于1,则MOS器件的方向为Y方向,否则MOS器件的方向为X方向。Furthermore, the step of determining the direction of the processed MOS device according to the width-to-length ratio of the gate layer pattern further includes: determining the direction of the processed MOS device according to the length ratio of the X direction to the Y direction of the rectangle in the gate layer, when the length ratio of the X direction to the Y direction is less than 1, the direction of the MOS device is the Y direction, otherwise the direction of the MOS device is the X direction.
进一步地,所述计算处理后MOS器件的宽度以及对应阵列的行数和列数,得到MOS器件阵列的坐标位置信息的步骤,进一步地包括:Furthermore, the step of calculating the width of the MOS device after processing and the number of rows and columns of the corresponding array to obtain the coordinate position information of the MOS device array further includes:
处理后的MOS器件的宽度等于MOS器件总宽度与finger的个数之比;The width of the processed MOS device is equal to the ratio of the total width of the MOS device to the number of fingers;
MOS器件阵列的列数等于过滤后栅极图形的个数;The number of columns of the MOS device array is equal to the number of gate patterns after filtering;
MOS器件阵列的行数等于finger的个数与MOS器件阵列的列数之比。The number of rows of the MOS device array is equal to the ratio of the number of fingers to the number of columns of the MOS device array.
更进一步地,所述对含有所述新的MOS器件阵列的版图提取寄生参数信息的步骤,包括提取寄生电阻及坐标信息。Furthermore, the step of extracting parasitic parameter information from the layout containing the new MOS device array includes extracting parasitic resistance and coordinate information.
为了实现上述目的,本发明还提供一种电子设备,包括存储器、处理器,所述存储器上存储有在所述处理器上运行的程序,所述处理器运行所述程序时执行如上所述的multi-finger MOS器件版图的EM和IR分析方法的步骤。In order to achieve the above-mentioned purpose, the present invention also provides an electronic device, including a memory and a processor, wherein the memory stores a program running on the processor, and when the processor runs the program, the steps of the EM and IR analysis method of the multi-finger MOS device layout as described above are executed.
为了实现上述目的,本发明还提供一种计算机可读存储介质,其上储存有计算机程序,所述程序被处理器执行时实现如上所述的multi-finger MOS器件版图的EM和IR分析方法。In order to achieve the above object, the present invention further provides a computer-readable storage medium having a computer program stored thereon, wherein the program, when executed by a processor, implements the EM and IR analysis method of the multi-finger MOS device layout as described above.
本发明提供的multi-finger MOS器件版图的EM和IR分析方法,与现有技术相比具有如下有益效果:The EM and IR analysis method of the multi-finger MOS device layout provided by the present invention has the following beneficial effects compared with the prior art:
基于原始版图对multi-finger MOS器件区域进行分割,生成MOS器件阵列,进而对含有该MOS器件阵列的版图进行EM和IR分析,极大简化了对multi-finger MOS器件版图做精确EM和IR分析的流程,无需人工修正版图,即可完成对multi-finger MOS器件版图的EM和IR的精确分析。The multi-finger MOS device area is segmented based on the original layout to generate a MOS device array, and then the layout containing the MOS device array is subjected to EM and IR analysis, which greatly simplifies the process of accurate EM and IR analysis of the multi-finger MOS device layout. Accurate EM and IR analysis of the multi-finger MOS device layout can be completed without manual layout correction.
本发明的其它特征和优点将在随后的说明书中阐述,并且,部分地从说明书中变得显而易见,或者通过实施本发明而了解。Other features and advantages of the present invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the present invention.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
附图用来提供对本发明的进一步理解,并且构成说明书的一部分,并与本发明的实施例一起,用于解释本发明,并不构成对本发明的限制。在附图中:The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:
图1为根据本发明的multi-finger MOS器件版图的EM和IR分析方法流程图;FIG1 is a flow chart of an EM and IR analysis method for a multi-finger MOS device layout according to the present invention;
图2为根据本发明的原始multi-finger MOS版图示意图;FIG2 is a schematic diagram of an original multi-finger MOS layout according to the present invention;
图3为根据本发明的栅极图层几何图形矩形化示意图;FIG3 is a schematic diagram of rectangularization of a geometric figure of a gate layer according to the present invention;
图4为根据本发明的过滤栅极图形后示意图;FIG4 is a schematic diagram of a filter grid pattern according to the present invention;
图5为根据本发明的生成MOS器件阵列示意图;FIG5 is a schematic diagram of a MOS device array generated according to the present invention;
图6为根据本发明的电子设备结构示意图。FIG. 6 is a schematic diagram of the structure of an electronic device according to the present invention.
具体实施方式Detailed ways
以下结合附图对本发明的优选实施例进行说明,应当理解,此处所描述的优选实施例仅用于说明和解释本发明,并不用于限定本发明。The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.
下面将参照附图更详细地描述本发明的实施例。虽然附图中显示了本发明的某些实施例,然而应当理解的是,本发明可以通过各种形式来实现,而且不应该被解释为限于这里阐述的实施例,相反提供这些实施例是为了更加透彻和完整地理解本发明。应当理解的是,本发明的附图及实施例仅用于示例性作用,并非用于限制本发明的保护范围。Embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present invention are shown in the accompanying drawings, it should be understood that the present invention can be implemented in various forms and should not be construed as being limited to the embodiments described herein, which are instead provided for a more thorough and complete understanding of the present invention. It should be understood that the drawings and embodiments of the present invention are only for exemplary purposes and are not intended to limit the scope of protection of the present invention.
本文使用的术语“包括”及其变形是开放性包括,即“包括但不限于”。术语“基于”是“至少部分地基于”。术语“一个实施例”表示“至少一个实施例”;术语“另一实施例”表示“至少一个另外的实施例”;术语“一些实施例”表示“至少一些实施例”。其他术语的相关定义将在下文描述中给出。The term "including" and its variations used herein are open inclusions, i.e., "including but not limited to". The term "based on" means "based at least in part on". The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments". The relevant definitions of other terms will be given in the following description.
需要注意,本发明中可能提及的“一个”、“多个”的修饰是示意性而非限制性的,本领域技术人员应当理解,除非在上下文另有明确指出,否则应该理解为“一个或多个”。“多个”应理解为两个或以上。It should be noted that the modifications of "one" and "plurality" mentioned in the present invention are illustrative rather than restrictive, and those skilled in the art should understand that unless otherwise clearly indicated in the context, it should be understood as "one or more". "Plurality" should be understood as two or more.
本发明的multi-finger MOS器件版图的EM和IR分析方法,基于原始版图的源极图层的几何信息,漏极图层的几何信息,栅极图层的几何信息以及对应multi-finger MOS器件区域的finger属性信息,对multi-finger MOS器件区域进行预处理,生成MOS器件阵列,进而对含有该MOS器件阵列的版图进行EM和IR分析。The EM and IR analysis method of the multi-finger MOS device layout of the present invention pre-processes the multi-finger MOS device area based on the geometric information of the source layer, the geometric information of the drain layer, the geometric information of the gate layer of the original layout and the finger attribute information corresponding to the multi-finger MOS device area, generates a MOS device array, and then performs EM and IR analysis on the layout containing the MOS device array.
图1为根据本发明的multi-finger MOS器件版图的EM和IR分析方法流程图,下面将参考图1,对本发明的multi-finger MOS器件版图的EM和IR分析方法进行详细描述。FIG. 1 is a flow chart of the EM and IR analysis method of the multi-finger MOS device layout according to the present invention. The EM and IR analysis method of the multi-finger MOS device layout according to the present invention will be described in detail below with reference to FIG. 1 .
在步骤101,获取原始版图信息。In step 101, original layout information is obtained.
本发明实施例中,分别获取原始版图的源极图层、漏极图层、栅极图层的几何图形,并获得对应的multi-finger MOS器件区域的总宽度和finger数量的属性信息,如图2所示,其中,图2中(b)为栅极图层的图形,图2中(c)是源级图层的图形,图2中(d)为漏级图层的图形,对应的MOS器件的总宽度值为w_total,对应的finger数量nf=6。In the embodiment of the present invention, the geometric figures of the source layer, the drain layer, and the gate layer of the original layout are respectively obtained, and the attribute information of the total width and the number of fingers of the corresponding multi-finger MOS device area is obtained, as shown in FIG2 , wherein FIG2 (b) is the figure of the gate layer, FIG2 (c) is the figure of the source layer, and FIG2 (d) is the figure of the drain layer. The total width value of the corresponding MOS device is w_total, and the corresponding number of fingers nf=6.
在步骤102,对栅极图层几何图形进行矩形化。At step 102, the gate layer geometry is rectangularized.
本发明实施例中,对栅极图层几何图形进行矩形化,保证栅极图层的几何图形都是矩形,如图3所示,图示中对相应的矩形进行了编号。In the embodiment of the present invention, the geometric figures of the gate layer are rectangularized to ensure that the geometric figures of the gate layer are all rectangles, as shown in FIG. 3 , in which the corresponding rectangles are numbered.
在步骤103,利用源极图层和漏极图层的几何图形过滤栅极图层的矩形。In step 103, the rectangle of the gate layer is filtered using the geometry of the source layer and the drain layer.
本发明实施例中,如果源极、漏极图形不分布在栅极图形两侧并与之相交或相邻,则无法构成一个MOS器件,需要删除该栅极图形。参考图3中编号为1的栅极图形来说明这一过程,由于该图形只有右侧存在漏极图形,而左侧不存在源极图形,在该图形下方无法构成一个MOS器件,因此会被过滤掉。由此对图3中编号为2~22的栅极图形以类似方式进行判定,过滤掉无法构成MOS器件的栅极图形,最终仅保留编号为2到7的栅极图形,得到multi-finger MOS器件区域结果如图4所示。In an embodiment of the present invention, if the source and drain patterns are not distributed on both sides of the gate pattern and intersect or are adjacent to it, a MOS device cannot be formed and the gate pattern needs to be deleted. Refer to the gate pattern numbered 1 in FIG3 to illustrate this process. Since the pattern only has a drain pattern on the right side and no source pattern on the left side, a MOS device cannot be formed under the pattern, so it will be filtered out. Therefore, the gate patterns numbered 2 to 22 in FIG3 are judged in a similar manner, and the gate patterns that cannot form MOS devices are filtered out. Finally, only the gate patterns numbered 2 to 7 are retained, and the result of the multi-finger MOS device area is obtained as shown in FIG4.
在步骤104,根据栅极图层图形的宽长比确定处理后MOS器件的方向。In step 104, the orientation of the processed MOS device is determined according to the width-to-length ratio of the gate layer pattern.
本发明实施例中,根据栅极图层中矩形图形的X方向和Y方向的长度比来确定经过处理后的MOS器件的方向,如果X方向和Y方向的长度比小于1,那么MOS器件的方向为Y方向,否则,MOS器件的方向为X方向,如图4所示,本示例MOS器件为Y方向。In the embodiment of the present invention, the direction of the processed MOS device is determined according to the length ratio of the X direction to the Y direction of the rectangular figure in the gate layer. If the length ratio of the X direction to the Y direction is less than 1, then the direction of the MOS device is the Y direction. Otherwise, the direction of the MOS device is the X direction. As shown in FIG. 4 , the MOS device in this example is in the Y direction.
在步骤105,计算处理后MOS器件的宽度以及对应阵列的行数和列数,得到MOS器件阵列中每个器件源极、漏极和栅极的坐标位置信息。In step 105, the width of the processed MOS device and the number of rows and columns of the corresponding array are calculated to obtain the coordinate position information of the source, drain and gate of each device in the MOS device array.
本发明实施例中,处理后的MOS器件的宽度等于MOS器件总宽度与finger的个数之比;MOS器件阵列的列数等于过滤后栅极图形的个数;MOS器件阵列的行数等于finger的个数与MOS器件阵列的列数之比。In the embodiment of the present invention, the width of the processed MOS device is equal to the ratio of the total width of the MOS device to the number of fingers; the number of columns of the MOS device array is equal to the number of gate patterns after filtering; the number of rows of the MOS device array is equal to the ratio of the number of fingers to the number of columns of the MOS device array.
如图4所示,图示中MOS器件阵列的列数等于步骤103过滤处理后栅极图形的个数6,finger的个数为6,MOS器件阵列的行数等于1。As shown in FIG. 4 , the number of columns of the MOS device array is equal to the number of gate patterns 6 after the filtering process in step 103 , the number of fingers is 6, and the number of rows of the MOS device array is 1.
在步骤106,根据计算得到的MOS器件阵列坐标位置信息生成新的MOS器件阵列。In step 106, a new MOS device array is generated according to the calculated MOS device array coordinate position information.
本发明实施例中,先删除原始的multi-finger MOS器件区域,然后根据计算得到的MOS器件阵列中的坐标位置生成新的MOS器件阵列。In the embodiment of the present invention, the original multi-finger MOS device region is first deleted, and then a new MOS device array is generated according to the calculated coordinate positions in the MOS device array.
如图5所示,先删除图4中multi-finger MOS器件区域,然后根据MOS器件阵列坐标位置信息生成图5中粗黑线框显示的新的MOS器件阵列,新的MOS器件区域彼此之间有一定的间隔,且新的MOS器件区域所占面积也明显减小。As shown in FIG5 , the multi-finger MOS device region in FIG4 is first deleted, and then a new MOS device array shown by the thick black frame in FIG5 is generated according to the coordinate position information of the MOS device array. There is a certain interval between the new MOS device regions, and the area occupied by the new MOS device regions is also significantly reduced.
在步骤107,对含有新的MOS器件区域的版图提取寄生参数信息。In step 107, parasitic parameter information is extracted from the layout containing the new MOS device region.
集成电路中容易出现寄生器件,甚至广泛分布在芯片各处。这些寄生器件又通常是无法避免的,所以集成电路设计者需要充分将这些因素考虑进去,留一些余量以便把寄生参数带来的影响降到最低。寄生参数包括寄生电阻、寄生电容、寄生电感。Parasitic devices are prone to appear in integrated circuits, and are even widely distributed throughout the chip. These parasitic devices are usually unavoidable, so integrated circuit designers need to fully consider these factors and leave some margin to minimize the impact of parasitic parameters. Parasitic parameters include parasitic resistance, parasitic capacitance, and parasitic inductance.
本发明实施例中,提取的寄生参数信息包括寄生电阻及坐标等信息。In the embodiment of the present invention, the extracted parasitic parameter information includes information such as parasitic resistance and coordinates.
在步骤108,根据寄生参数信息,进行EM和IR分析,输出分析结果。In step 108, EM and IR analysis are performed based on the parasitic parameter information, and the analysis results are output.
本发明的方法,基于原始版图对multi-finger MOS器件区域进行分割,生成MOS器件阵列,随后对含有该MOS器件阵列的版图进行寄生参数提取,并根据寄生电阻网络构建矩阵并求解,最终生成EM和IR分析结果,极大简化了对multi-finger MOS器件版图做精确EM和IR分析的流程,此方法无需人工修正版图,即可对multi-finger MOS器件版图的EM和IR进行精确分析。The method of the present invention divides the multi-finger MOS device area based on the original layout to generate a MOS device array, then extracts parasitic parameters of the layout containing the MOS device array, builds a matrix based on the parasitic resistance network and solves it, and finally generates EM and IR analysis results, which greatly simplifies the process of performing accurate EM and IR analysis on the multi-finger MOS device layout. This method can accurately analyze the EM and IR of the multi-finger MOS device layout without manually correcting the layout.
本发明的实施例中,还提供了一种电子设备,图6为根据本发明实施例的电子设备结构示意图,如图6所示,本发明的电子设备,包括处理器601,以及存储器602,其中,In an embodiment of the present invention, an electronic device is further provided. FIG. 6 is a schematic diagram of the structure of an electronic device according to an embodiment of the present invention. As shown in FIG. 6 , the electronic device of the present invention includes a processor 601 and a memory 602, wherein:
存储器602存储有计算机程序,计算机程序在被处理器601读取执行时,执行如上所述的multi-finger MOS器件版图的EM和IR分析方法实施例中的步骤。The memory 602 stores a computer program. When the computer program is read and executed by the processor 601 , the computer program executes the steps in the embodiment of the EM and IR analysis method for the multi-finger MOS device layout as described above.
本发明的实施例中,还提供了一种计算机可读存储介质,该计算机可读存储介质中存储有计算机程序,其中,该计算机程序被设置为运行时执行如上所述的multi-fingerMOS器件版图的EM和IR分析方法实施例中的步骤。In an embodiment of the present invention, a computer-readable storage medium is further provided, in which a computer program is stored, wherein the computer program is configured to execute the steps in the embodiment of the EM and IR analysis method of the multi-finger MOS device layout as described above when running.
在本实施例中,上述计算机可读存储介质可以包括但不限于:U盘、只读存储器(Read-Only Memory,简称为ROM)、随机存取存储器(Random Access Memory,简称为RAM)、移动硬盘、磁碟或者光盘等各种可以存储计算机程序的介质。In this embodiment, the above-mentioned computer-readable storage medium may include but is not limited to: a USB flash drive, a read-only memory (ROM), a random access memory (RAM), a mobile hard disk, a magnetic disk or an optical disk, and other media that can store computer programs.
本领域普通技术人员可以理解:以上所述仅为本发明的优选实施例而已,并不用于限制本发明,尽管参照前述实施例对本发明进行了详细的说明,对于本领域的技术人员来说,其依然可以对前述各实施例记载的技术方案进行修改,或者对其中部分技术特征进行等同替换。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。Those skilled in the art can understand that the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Although the present invention is described in detail with reference to the aforementioned embodiments, those skilled in the art can still modify the technical solutions recorded in the aforementioned embodiments or replace some of the technical features therein by equivalents. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.
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