Type Reduction
Namespace tensorflow.losses
Parent PythonObjectContainer
Interfaces IReduction
Types of loss reduction. Contains the following values: * `NONE`: Un-reduced weighted losses with the same shape as input.
* `SUM`: Scalar sum of weighted losses.
* `MEAN`: Scalar `SUM` divided by sum of weights. DEPRECATED.
* `SUM_OVER_BATCH_SIZE`: Scalar `SUM` divided by number of elements in losses.
* `SUM_OVER_NONZERO_WEIGHTS`: Scalar `SUM` divided by number of non-zero
weights. DEPRECATED.
* `SUM_BY_NONZERO_WEIGHTS`: Same as `SUM_OVER_NONZERO_WEIGHTS`. DEPRECATED.
Methods
Properties
- MEAN_dyn
- NONE_dyn
- PythonObject
- SUM_BY_NONZERO_WEIGHTS_dyn
- SUM_dyn
- SUM_OVER_BATCH_SIZE_dyn
- SUM_OVER_NONZERO_WEIGHTS
- SUM_OVER_NONZERO_WEIGHTS_dyn
Fields
Public static methods
object all_dyn<TClass>()
TClass all<TClass>()
object validate_dyn<TClass>(object key)
TClass validate<TClass>(string key)
Public properties
object MEAN_dyn get; set;
object NONE_dyn get; set;
object PythonObject get;
object SUM_BY_NONZERO_WEIGHTS_dyn get; set;
object SUM_dyn get; set;
object SUM_OVER_BATCH_SIZE_dyn get; set;
string SUM_OVER_NONZERO_WEIGHTS get; set;
object SUM_OVER_NONZERO_WEIGHTS_dyn get; set;
Public fields
string NONE
return string
|
string SUM
return string
|
string SUM_OVER_BATCH_SIZE
return string
|
string MEAN
return string
|
string SUM_BY_NONZERO_WEIGHTS
return string
|