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在現(xiàn)代科學和工業(yè)生產(chǎn)中,大型計算機和高效計算資源越來越不可或缺。為了滿足巨大數(shù)據(jù)量和復雜計算需求,計算機系統(tǒng)需要加速技術。Intel Math Kernel Library (MKL) 加速庫是一個常用的數(shù)值計算庫,它可以加速許多科學和工業(yè)應用。

MKL 加速庫是 Intel 公司發(fā)布的一種數(shù)學計算庫,它是一個高性能數(shù)學庫,提供了許多核心數(shù)學和科學計算的函數(shù)。它支持多種數(shù)值計算和線性代數(shù)操作,包括矩陣乘法、向量操作、FFT、隨機數(shù)生成和優(yōu)化等方面的算法。它可以通過多個接口使用,包括 C、C++、Fortran 和 Python。在 Linux 操作系統(tǒng)中,MKL 加速庫非常流行,因為 Linux 用戶往往需要進行一些高性能計算。
MKL 加速庫在 Linux 上的優(yōu)勢
MKL 加速庫在 Linux 環(huán)境中的主要特點是,它是一個高度優(yōu)化的數(shù)學庫,通過使用它,用戶可以加速各種數(shù)值計算和科學計算應用。此外,MKL 加速庫可以與多種編程語言(如 C、C++、Fortran 和 Python)集成,可以與現(xiàn)有的代碼無縫交互。這使得它非常適合需要進行硬件優(yōu)化和/或高性能計算的大型科學和工業(yè)應用程序。
MKL 加速庫對于大型科學和工業(yè)應用的重要性
在大型科學和工業(yè)應用中,通常需要處理大量的數(shù)據(jù)和復雜的算法。這些計算通常需要大量的計算資源和高效的數(shù)值計算庫,以便加速程序的執(zhí)行。這些計算的性能通常受到 CPU 和內存帶寬的限制。
MKL 加速庫提供了高度優(yōu)化的數(shù)學庫,可以加速大規(guī)模數(shù)據(jù)的數(shù)值計算和復雜算法的執(zhí)行。通過使用 MKL 加速庫,用戶可以減少計算時間,提高程序效率,從而節(jié)省時間和資源。特別是對于需要通過計算優(yōu)化性能的大型應用程序,MKL 加速庫可以發(fā)揮重要作用。
使用 MKL 加速庫的例子
以下是幾個使用 MKL 加速庫的示例:
– 在和深度學習中,MKL 加速庫可以加速神經(jīng)網(wǎng)絡和機器學習模型的執(zhí)行,從而提高模型的訓練和推理速度。
– 在天氣預報中,MKL 加速庫可以加速氣象模型的運行,從而提高預測準確度和計算速度。
– 在金融學中,MKL 加速庫可以加速金融模型的計算,例如期權定價和風險管理,從而提高財務分析的速度和精度。
– 在物理學中,MKL 加速庫可以加速演化方程式的求解,例如分子動力學和量子化學計算,從而提高研究的速度和準確度。
MKL 加速庫是一個強大的數(shù)值計算庫,它可以加速許多科學和工業(yè)應用。在 Linux 環(huán)境下,MKL 加速庫非常受歡迎,因為它可以與多種編程語言集成,并提供高度優(yōu)化的數(shù)學和線性代數(shù)函數(shù)。對于需要高效和快速執(zhí)行復雜計算任務的應用程序,MKL 加速庫是一個必不可少的工具。
相關問題拓展閱讀:
- 求Linux c版 ini文件解析 庫或者代碼
求Linux c版 ini文件解析 庫或者代碼
下面是一個VB6的類的源代碼,來自國外網(wǎng)站的一個技術專家,類名:CSetting,可以讀寫ini配置文件,或者賣行賣讀寫注冊表配帶掘置。
Option Explicit
‘Settings interface class
‘Copyright ?Stan Schultes
‘Written for VBPJ Getting Started September, 2023
‘CSetting mode enum
Public Enum csModes
csModeRegistry = 0
csModeINI = 1
End Enum
‘class member variables
Private m_eSaveMode As csModes
‘module-level variables
Private msININame As String’name of .INI file
Private msAppName As String’app name for settings
‘INI setting APIs
Private Declare Function GetPrivateProfileInt Lib “kernel32” Alias “GetPrivateProfileIntA” (ByVal SectionName As String, ByVal KeyName As String, ByVal Default As Long, ByVal FileName As String) As Long
Private Declare Function GetPrivateProfileString Lib “kernel32” Alias “中逗GetPrivateProfileStringA” (ByVal SectionName As String, ByVal KeyName As String, ByVal Default As String, ByVal ReturnedString As String, ByVal StringSize As Long, ByVal FileName As String) As Long
Private Declare Function WritePrivateProfileString Lib “kernel32” Alias “WritePrivateProfileStringA” (ByVal SectionName As String, ByVal KeyName As String, ByVal KeyValue As String, ByVal FileName As String) As Long
‘there is no WritePrivateProfileInt declaration…
‘Error definitions
Private Const mklErrOffset As Long = vbObjectError + 512
Private Const mklErrNotNumeric As Long = mklErrOffset + 1
Private Const mksErrNotNumeric As String = “The setting value returned was not numeric”
Private Const mklErrWriting As Long = mklErrOffset + 2
Private Const mksErrWriting As String = “Error writing Setting “
Private Const mklErrReading As Long = mklErrOffset + 3
Private Const mksErrReading As String = “Error reading Setting “
Public Function Init(Optional ByVal AppPath As String, Optional ByVal AppName As Variant, Optional ByVal Mode As csModes = csModeRegistry)
‘Set up class variables, default to Registry mode
If IsMissing(AppPath) Then
msININame = App.Path
Else
msININame = Trim$(AppPath)
End If
If IsMissing(AppName) Then
msAppName = App.EXEName
Else
msAppName = Trim$(AppName)
End If
‘default to the app’s .exe path
msININame = msININame & “\” & msAppName & “.ini”
‘ msININame = App.Path & “\” & msAppName & “.ini”
SaveMode = Mode
End Function
Public Function GetSettingStr(ByVal Section As String, ByVal KeyName As String, ByVal DefaultValue As String) As String
‘returns a string setting
Dim lRet As Long
Dim sBuf As String * 128
On Error GoTo GetSettingStr_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
GetSettingStr = GetSetting(msAppName, Section, KeyName, DefaultValue)
Case Else
lRet = GetPrivateProfileString(Section, KeyName, DefaultValue, sBuf, Len(sBuf), msININame)
GetSettingStr = TrimNull(sBuf)
End Select
GetSettingStr_Exit:
Exit Function
GetSettingStr_Error:
Err.Raise mklErrReading, “CSetting.GetSettingStr”, mksErrReading & “(” & Err & “, ” & Error & “)”
End Function
Public Function GetSettingInt(ByVal Section As String, ByVal KeyName As String, ByVal DefaultValue As Integer) As Integer
‘returns a numeric setting
Dim sSetting As String
On Error GoTo GetSettingInt_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
sSetting = GetSetting(msAppName, Section, KeyName, CStr(DefaultValue))
‘check if value is numeric
If IsNumeric(sSetting) Then
GetSettingInt = CInt(sSetting)
Else
‘match behavior of .INI return
GetSettingInt = 0
‘or – return error if desired
‘On Error GoTo’disable handler to return error
‘Err.Raise mklErrNotNumeric, “CSetting.GetSettingInt”, mksErrNotNumeric
End If
Case Else
‘returns 0 if not numeric
GetSettingInt = GetPrivateProfileInt(Section, KeyName, DefaultValue, msININame)
End Select
GetSettingInt_Exit:
Exit Function
GetSettingInt_Error:
Err.Raise mklErrReading, “CSetting.GetSettingInt”, mksErrReading & “(” & Err & “, ” & Error & “)”
End Function
Public Sub SaveSettingStr(ByVal Section As String, ByVal KeyName As String, ByVal Setting As String)
‘saves a string setting
Dim lRet As Long
On Error GoTo SaveSettingStr_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
SaveSetting msAppName, Section, KeyName, Setting
Case Else
lRet = WritePrivateProfileString(Section, KeyName, Setting, msININame)
End Select
SaveSettingStr_Exit:
Exit Sub
SaveSettingStr_Error:
Err.Raise mklErrWriting, “CSetting.SaveSettingStr”, mksErrWriting & “(” & Err & “, ” & Error & “)”
End Sub
Public Sub SaveSettingInt(ByVal Section As String, ByVal KeyName As String, Setting As Integer)
‘saves a numeric setting
Dim lRet As Long
On Error GoTo SaveSettingInt_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
SaveSetting msAppName, Section, KeyName, CStr(Setting)
Case Else
lRet = WritePrivateProfileString(Section, KeyName, CStr(Setting), msININame)
End Select
SaveSettingInt_Exit:
Exit Sub
SaveSettingInt_Error:
Err.Raise mklErrWriting, “CSetting.SaveSettingInt”, mksErrWriting & “(” & Err & “, ” & Error & “)”
End Sub
Public Property Let SaveMode(Mode As csModes)
‘sets save mode, see csModes enum
m_eSaveMode = Mode
End Property
Public Property Get SaveMode() As Long
‘returns save mode
SaveMode = CLng(m_eSaveMode)
End Property
Private Function TrimNull(ByVal InString As String) As String
‘trims string at first Null character
Dim lPos As Long
TrimNull = Trim$(InString)
lPos = InStr(TrimNull, vbNullChar)
If lPos > 0 Then TrimNull = Left$(TrimNull, lPos – 1)
End Function
Private Sub Class_Initialize()
msININame = App.Path & “\” & App.EXEName & “.ini”
End Sub
使用方法:
在程序的全局模塊中定義CSetting的類實例變量:(以下定義了兩個,分別讀寫ini和注冊表)
Public SetIni As CSetting ‘讀寫ini配置文件參數(shù)’
Public SetReg As CSetting’讀寫注冊表配置參數(shù)
在sub main 中初始化:(其中PATH_EXE是你的程序路徑,放ini文件的路徑)
Set SetIni = New CSetting
SetIni.Init PATH_Exe, App.Title, csModeINI
Set SetReg = New CSetting
SetReg.Init PATH_Exe, App.Title, csModeRegistry
這就可以隨便用了。
dbPassword = SetIni.GetSettingStr(NameDB, “Password”, “111111”)
dbUserID = SetIni.GetSettingStr(NameDB, “UserID”, “123456”)
dbCatalog = SetIni.GetSettingStr(NameDB, “Catalog”, “aaa”)
dbDataSource = SetIni.GetSettingStr(NameDB, “DataSource”, sky)
cnStr= “Provider=SQLOLEDB.1;Password=” & dbPassword & “;Persist Security Info=True;User ID=” & dbUserID & “;Initial Catalog=” & dbCatalog & “;Data Source=” & dbDataSource ‘
其它由你自己補充了。
下面是一個VB6的類的源代碼,來自國外網(wǎng)站的一個技術專家,類名:CSetting,可以讀寫ini配置文件,或者賣行賣讀寫注冊表配帶掘置。
Option Explicit
‘Settings interface class
‘Copyright ?Stan Schultes
‘Written for VBPJ Getting Started September, 2023
‘CSetting mode enum
Public Enum csModes
csModeRegistry = 0
csModeINI = 1
End Enum
‘class member variables
Private m_eSaveMode As csModes
‘module-level variables
Private msININame As String’name of .INI file
Private msAppName As String’app name for settings
‘INI setting APIs
Private Declare Function GetPrivateProfileInt Lib “kernel32” Alias “GetPrivateProfileIntA” (ByVal SectionName As String, ByVal KeyName As String, ByVal Default As Long, ByVal FileName As String) As Long
Private Declare Function GetPrivateProfileString Lib “kernel32” Alias “中逗GetPrivateProfileStringA” (ByVal SectionName As String, ByVal KeyName As String, ByVal Default As String, ByVal ReturnedString As String, ByVal StringSize As Long, ByVal FileName As String) As Long
Private Declare Function WritePrivateProfileString Lib “kernel32” Alias “WritePrivateProfileStringA” (ByVal SectionName As String, ByVal KeyName As String, ByVal KeyValue As String, ByVal FileName As String) As Long
‘there is no WritePrivateProfileInt declaration…
‘Error definitions
Private Const mklErrOffset As Long = vbObjectError + 512
Private Const mklErrNotNumeric As Long = mklErrOffset + 1
Private Const mksErrNotNumeric As String = “The setting value returned was not numeric”
Private Const mklErrWriting As Long = mklErrOffset + 2
Private Const mksErrWriting As String = “Error writing Setting “
Private Const mklErrReading As Long = mklErrOffset + 3
Private Const mksErrReading As String = “Error reading Setting “
Public Function Init(Optional ByVal AppPath As String, Optional ByVal AppName As Variant, Optional ByVal Mode As csModes = csModeRegistry)
‘Set up class variables, default to Registry mode
If IsMissing(AppPath) Then
msININame = App.Path
Else
msININame = Trim$(AppPath)
End If
If IsMissing(AppName) Then
msAppName = App.EXEName
Else
msAppName = Trim$(AppName)
End If
‘default to the app’s .exe path
msININame = msININame & “\” & msAppName & “.ini”
‘ msININame = App.Path & “\” & msAppName & “.ini”
SaveMode = Mode
End Function
Public Function GetSettingStr(ByVal Section As String, ByVal KeyName As String, ByVal DefaultValue As String) As String
‘returns a string setting
Dim lRet As Long
Dim sBuf As String * 128
On Error GoTo GetSettingStr_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
GetSettingStr = GetSetting(msAppName, Section, KeyName, DefaultValue)
Case Else
lRet = GetPrivateProfileString(Section, KeyName, DefaultValue, sBuf, Len(sBuf), msININame)
GetSettingStr = TrimNull(sBuf)
End Select
GetSettingStr_Exit:
Exit Function
GetSettingStr_Error:
Err.Raise mklErrReading, “CSetting.GetSettingStr”, mksErrReading & “(” & Err & “, ” & Error & “)”
End Function
Public Function GetSettingInt(ByVal Section As String, ByVal KeyName As String, ByVal DefaultValue As Integer) As Integer
‘returns a numeric setting
Dim sSetting As String
On Error GoTo GetSettingInt_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
sSetting = GetSetting(msAppName, Section, KeyName, CStr(DefaultValue))
‘check if value is numeric
If IsNumeric(sSetting) Then
GetSettingInt = CInt(sSetting)
Else
‘match behavior of .INI return
GetSettingInt = 0
‘or – return error if desired
‘On Error GoTo’disable handler to return error
‘Err.Raise mklErrNotNumeric, “CSetting.GetSettingInt”, mksErrNotNumeric
End If
Case Else
‘returns 0 if not numeric
GetSettingInt = GetPrivateProfileInt(Section, KeyName, DefaultValue, msININame)
End Select
GetSettingInt_Exit:
Exit Function
GetSettingInt_Error:
Err.Raise mklErrReading, “CSetting.GetSettingInt”, mksErrReading & “(” & Err & “, ” & Error & “)”
End Function
Public Sub SaveSettingStr(ByVal Section As String, ByVal KeyName As String, ByVal Setting As String)
‘saves a string setting
Dim lRet As Long
On Error GoTo SaveSettingStr_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
SaveSetting msAppName, Section, KeyName, Setting
Case Else
lRet = WritePrivateProfileString(Section, KeyName, Setting, msININame)
End Select
SaveSettingStr_Exit:
Exit Sub
SaveSettingStr_Error:
Err.Raise mklErrWriting, “CSetting.SaveSettingStr”, mksErrWriting & “(” & Err & “, ” & Error & “)”
End Sub
Public Sub SaveSettingInt(ByVal Section As String, ByVal KeyName As String, Setting As Integer)
‘saves a numeric setting
Dim lRet As Long
On Error GoTo SaveSettingInt_Error
If Len(msAppName) = 0 Then Init
Select Case m_eSaveMode
Case csModeRegistry
SaveSetting msAppName, Section, KeyName, CStr(Setting)
Case Else
lRet = WritePrivateProfileString(Section, KeyName, CStr(Setting), msININame)
End Select
SaveSettingInt_Exit:
Exit Sub
SaveSettingInt_Error:
Err.Raise mklErrWriting, “CSetting.SaveSettingInt”, mksErrWriting & “(” & Err & “, ” & Error & “)”
End Sub
Public Property Let SaveMode(Mode As csModes)
‘sets save mode, see csModes enum
m_eSaveMode = Mode
End Property
Public Property Get SaveMode() As Long
‘returns save mode
SaveMode = CLng(m_eSaveMode)
End Property
Private Function TrimNull(ByVal InString As String) As String
‘trims string at first Null character
Dim lPos As Long
TrimNull = Trim$(InString)
lPos = InStr(TrimNull, vbNullChar)
If lPos > 0 Then TrimNull = Left$(TrimNull, lPos – 1)
End Function
Private Sub Class_Initialize()
msININame = App.Path & “\” & App.EXEName & “.ini”
End Sub
使用方法:
在程序的全局模塊中定義CSetting的類實例變量:(以下定義了兩個,分別讀寫ini和注冊表)
Public SetIni As CSetting ‘讀寫ini配置文件參數(shù)’
Public SetReg As CSetting’讀寫注冊表配置參數(shù)
在sub main 中初始化:(其中PATH_EXE是你的程序路徑,放ini文件的路徑)
Set SetIni = New CSetting
SetIni.Init PATH_Exe, App.Title, csModeINI
Set SetReg = New CSetting
SetReg.Init PATH_Exe, App.Title, csModeRegistry
這就可以隨便用了。
dbPassword = SetIni.GetSettingStr(NameDB, “Password”, “111111”)
dbUserID = SetIni.GetSettingStr(NameDB, “UserID”, “123456”)
dbCatalog = SetIni.GetSettingStr(NameDB, “Catalog”, “aaa”)
dbDataSource = SetIni.GetSettingStr(NameDB, “DataSource”, sky)
cnStr= “Provider=SQLOLEDB.1;Password=” & dbPassword & “;Persist Security Info=True;User ID=” & dbUserID & “;Initial Catalog=” & dbCatalog & “;Data Source=” & dbDataSource ‘
其它由你自己補充了。
ini文件的內容大致什么樣子?
這兆頌個要給運前分,前面的族悄鄭都答非所問
mkl for linux的介紹就聊到這里吧,感謝你花時間閱讀本站內容,更多關于mkl for linux,Linux 上的 MKL 加速庫——讓計算更快更高效,求Linux c版 ini文件解析 庫或者代碼的信息別忘了在本站進行查找喔。
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文章題目:Linux上的MKL加速庫——讓計算更快更高效(mklforlinux)
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