2019年7月11日木曜日

Sony NNC Components


[IO]
Input

[Loss] 
SquaredEror:
HuberLoss:
AbsoluteError
EpsilonInsentiveLoss
BinaryCrossEntropy
SigmoidCrossEntropy
CategoricalCrossEntropy
SoftmaxCrossEntropy
KLMultinominal

[Parameter]
Parameter
WorkingMemory

[Basic]
Affine
Convolution
DepthwiseConvolution
Deconvolution
DepthwiseDeconvolution
Embed

[Pooling]
MaxPooling
AveragePooling
GlobalAveragePooling
SumPooling
Unpooling

[Activation]
Tanh:
Sigmoid:
Abs:
ReLU:
CReLU:
LeakyReLU:
PReLU:
ELU:
CELU:
SELU:
Swish:
Softmax:

[LoopControl]
RepeatStart:
RepeatEnd:
RecurrentInput:
RecurrentOutput:
Delay:

[Quantize]
FixedPointQuantize:
Pow2Quantize:
BinaryConnectAffine:
BinaryConnectConvolution:
BinaryWeightAffine:
BinaryWeightConvolution:
BinaryTanh:
BinarySigmoid:

[Unit]
Unit:
Argument:
LSTM:

[Spectral]
FFT:
IFFT:

[Math]
Sum:
Mean:
Prod:
Max:
Min:
Log:
Exp:
Sign:
BatchMatmul:
Round:
Ceil:
Floor:

[Trigonometric]
Sin:
Cos:
Tan:
Sinh:
Cosh:
ASin:
ACos:
ATan:
ASinh:
ACosh:
ATanh:

[Arithmetic(Scalar)]
AddScalar:
MulScalar:
RSubScalar:
RDivScalar:
PowScalar:
RPowScalar:
MaximumScalar:
MinimumScalar:

[Arithmetic(2 Input)]
Add2:
Sub2:
Mul2:
Div2:
Pow2:
Maximum2:
Minimum2:

[Logical]
LogicalAnd:
LogicalOr:
LogicalXor:
Equal:
NotEqual:
GreaterEqual:
Greater:
LessEqual:
Less:
LogicalAndScalar:
LogicalOrScalar:
LogicalXorScalar:
EqualScalar:
NotEqualScalar:
GreaterEqualScalar:
GreaterScalar:
LessEqualScalar:
LessScalar:
LogicalNot:

[Validation]
BinaryError:
TopNError:

[Others]
BatchNormalization:
Dropout:
Concatenate:
Reshape:
Broadcast:
BroadcastTo:
Pad:
Flip:
Shift:
Transpose:
Slice:
Stack:
MatrixDiag:
MatrixDiagPart:
ClipGradByValue:
ClipGradByNorm:
TopKData:
TopKGrad:
Sort:
Prune:
Interpolate:
NmsDetection2d:
VATNoise:
Unlink:
Identity:
Comment:

[Others(Pre Process)]
OneHot:
RandomCrop:
RandomFlip:
RandomShift:
MeanSubtraction:
ImageArugmentation:

[Setting]
StructureSearch

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