ModelInstance<'T>
Namespace: SymTensor
Parent Module: ModelContextTypes
A model with numeric sizes for all size symbols and allocated parameter storage.
Constructors
| Constructor | Description |
new(...)
Signature: (context:string * parameters:Map<VarSpecT,ParameterInfo<'T>> * device:IDevice * compileEnv:CompileEnvT) -> ModelInstance<'T>
|
CompiledName: |
Instance members
| Instance member | Description |
CompileEnv
Signature: CompileEnvT
|
Compile environment. CompiledName: |
Device
Signature: IDevice
|
the device this model instance is stored on CompiledName: |
Func(expr0, expr1, expr2)
Signature: (expr0:ExprT * expr1:ExprT * expr2:ExprT) -> VarEnvT -> Tensor<'T0> * Tensor<'T1> * Tensor<'T2>
Type parameters: 'T1, 'T2 |
|
Func(expr0, expr1, expr2)
Signature: (expr0:ExprT * expr1:ExprT * expr2:ExprT) -> VarEnvT -> Tensor<'T> * Tensor<'T> * Tensor<'T>
|
Creates a function from the given expressions using the model's ParameterSet and ParameterStorage using the devices default result location. |
Func(expr0, expr1)
Signature: (expr0:ExprT * expr1:ExprT) -> VarEnvT -> Tensor<'T0> * Tensor<'T1>
Type parameters: 'T1 |
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Func(expr0, expr1)
Signature: (expr0:ExprT * expr1:ExprT) -> VarEnvT -> Tensor<'T> * Tensor<'T>
|
Creates a function from the given expressions using the model's ParameterSet and ParameterStorage using the devices default result location. |
Func(expr0)
Signature: expr0:ExprT -> VarEnvT -> Tensor<'T>
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Func(expr0)
Signature: expr0:ExprT -> VarEnvT -> Tensor<'T0>
|
Creates a function from the given expression using the model's ParameterSet and ParameterStorage using the devices default result location. |
Func(exprs)
Signature: (exprs:ExprT list) -> VarEnvT -> Tensor<'T> list
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Func(resultLoc, expr0, expr1, expr2)
Signature: (resultLoc:ITensorDevice * expr0:ExprT * expr1:ExprT * expr2:ExprT) -> VarEnvT -> Tensor<'T> * Tensor<'T> * Tensor<'T>
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Func(resultLoc, expr0, expr1, expr2)
Signature: (resultLoc:ITensorDevice * expr0:ExprT * expr1:ExprT * expr2:ExprT) -> VarEnvT -> Tensor<'T0> * Tensor<'T1> * Tensor<'T2>
Type parameters: 'T1, 'T2 |
Creates a function from the given expressions using the model's ParameterSet and ParameterStorage using the devices default result location. |
Func(resultLoc, expr0, expr1)
Signature: (resultLoc:ITensorDevice * expr0:ExprT * expr1:ExprT) -> VarEnvT -> Tensor<'T> * Tensor<'T>
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Func(resultLoc, expr0, expr1)
Signature: (resultLoc:ITensorDevice * expr0:ExprT * expr1:ExprT) -> VarEnvT -> Tensor<'T0> * Tensor<'T1>
Type parameters: 'T1 |
Creates a function from the given expressions using the model's ParameterSet and ParameterStorage using the devices default result location. |
Func(resultLoc, expr0)
Signature: (resultLoc:ITensorDevice * expr0:ExprT) -> VarEnvT -> Tensor<'T>
|
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Func(resultLoc, expr0)
Signature: (resultLoc:ITensorDevice * expr0:ExprT) -> VarEnvT -> Tensor<'T0>
|
Creates a function from the given expression using the model's ParameterSet and ParameterStorage using the specified result location. |
Func(resultLoc, exprs)
Signature: (resultLoc:ITensorDevice * exprs:ExprT list) -> VarEnvT -> Tensor<'T> list
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InitPar(seed ps)
Signature: seed:int -> ps:VarSpecT -> unit
|
Initializes the specified paramter value using the initialization function. |
InitPars(globalSeed)
Signature: globalSeed:int -> unit
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Initializes all parameter values using their respective initialization functions. |
[par]
Signature: par:ExprT -> Tensor<'T>
|
value for a given parameter CompiledName: |
[()]
Signature: unit -> ExprT
|
value for a given parameter CompiledName: |
LoadPars(hdf, prefix)
Signature: (hdf:HDF5 * prefix:string option) -> unit
|
Load parameter values. |
ParameterSet
Signature: ParameterSetT<'T>
|
ParameterSet of this module's (and all submodules') parameteres CompiledName: |
ParameterStorage
Signature: ParameterStorageT<'T>
|
Parameter values. CompiledName: |
ParameterValues()
Signature: unit -> Tensor<'T>
|
numeric flat parameter vector CompiledName: |
ParameterValues()
Signature: unit -> unit
|
numeric flat parameter vector CompiledName: |
ParameterVector
Signature: ExprT
|
symbolic flat parameter vector CompiledName: |
SavePars(hdf, prefix)
Signature: (hdf:HDF5 * prefix:string option) -> unit
|
Save parameter values. |
SetLoc(var loc)
Signature: var:ExprT -> loc:ITensorDevice -> unit
|
sets the location of the given variable |
SetStride(var stride)
Signature: var:ExprT -> (stride:int64 list) -> unit
|
sets the stride of the given variable |
Use(varEnv)
Signature: varEnv:VarEnvT -> VarEnvT
|
inserts the ParameterStorage into the given variable environment |
Use(expr)
Signature: expr:ExprT -> ExprT
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substitutes the ParameterStorage into the given expression |
