NetsPresso
Table of Contents:
Installation
API Description
NetsPresso
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
|
Z
A
Abs (OnnxOperator attribute)
Acos (OnnxOperator attribute)
Acosh (OnnxOperator attribute)
Adagrad (OnnxOperator attribute)
Adam (OnnxOperator attribute)
Add (OnnxOperator attribute)
ADVANCED_QUANTIZATION (QuantizationMode attribute)
AffineGrid (OnnxOperator attribute)
ALIF_ENSEMBLE_E7_DEVKIT_GEN2 (DeviceName attribute)
And (OnnxOperator attribute)
ARDUINO_NICLA_VISION (DeviceName attribute)
ArgMax (OnnxOperator attribute)
ArgMin (OnnxOperator attribute)
ARM_ETHOS_U_SERIES (DeviceName attribute)
ArrayFeatureExtractor (OnnxOperator attribute)
Asin (OnnxOperator attribute)
Asinh (OnnxOperator attribute)
Atan (OnnxOperator attribute)
Atanh (OnnxOperator attribute)
automatic_compression() (in module netspresso.compressor.__init__.CompressorV2)
AUTOMATIC_QUANTIZATION (QuantizationMode attribute)
AVAILABLE_INT8_DEVICES (DeviceName attribute)
AVERAGE (GroupPolicy attribute)
(Policy attribute)
AveragePool (OnnxOperator attribute)
AWS_T4 (DeviceName attribute)
B
BatchNormalization (OnnxOperator attribute)
benchmark_model() (in module netspresso.benchmarker.__init__.BenchmarkerV2)
Bernoulli (OnnxOperator attribute)
Binarizer (OnnxOperator attribute)
BitShift (OnnxOperator attribute)
BitwiseAnd (OnnxOperator attribute)
BitwiseNot (OnnxOperator attribute)
BitwiseOr (OnnxOperator attribute)
BitwiseXor (OnnxOperator attribute)
BlackmanWindow (OnnxOperator attribute)
C
Cast (OnnxOperator attribute)
CastLike (OnnxOperator attribute)
CastMap (OnnxOperator attribute)
CategoryMapper (OnnxOperator attribute)
Ceil (OnnxOperator attribute)
Celu (OnnxOperator attribute)
CenterCropPad (OnnxOperator attribute)
Clip (OnnxOperator attribute)
Col2Im (OnnxOperator attribute)
Compress (OnnxOperator attribute)
compress_model() (in module netspresso.compressor.__init__.CompressorV2)
CompressionMethod (class in netspresso.enums.__init__)
Concat (OnnxOperator attribute)
ConcatFromSequence (OnnxOperator attribute)
Constant (OnnxOperator attribute)
ConstantOfShape (OnnxOperator attribute)
Conv (OnnxOperator attribute)
convert_model() (in module netspresso.converter.__init__.ConverterV2)
ConvInteger (OnnxOperator attribute)
ConvTranspose (OnnxOperator attribute)
Cos (OnnxOperator attribute)
Cosh (OnnxOperator attribute)
COUNT (GroupPolicy attribute)
create_compressor_literal() (Framework class method)
create_launcher_literal() (Framework class method)
CumSum (OnnxOperator attribute)
CUSTOM (OriginFrom attribute)
CUSTOM_PRECISION_QUANTIZATION (QuantizationMode attribute)
D
DataType (class in netspresso.enums.__init__)
DeformConv (OnnxOperator attribute)
DepthToSpace (OnnxOperator attribute)
DequantizeLinear (OnnxOperator attribute)
Det (OnnxOperator attribute)
DeviceName (class in netspresso.enums.__init__)
DFT (OnnxOperator attribute)
DictVectorizer (OnnxOperator attribute)
Div (OnnxOperator attribute)
Dropout (OnnxOperator attribute)
DRPAI (Framework attribute)
DynamicQuantizeLinear (OnnxOperator attribute)
E
Einsum (OnnxOperator attribute)
Elu (OnnxOperator attribute)
Equal (OnnxOperator attribute)
ERF (OnnxOperator attribute)
ERROR (TaskStatus attribute)
Exp (OnnxOperator attribute)
Expand (OnnxOperator attribute)
Extension (class in netspresso.enums.__init__)
EyeLike (OnnxOperator attribute)
F
FD_CP (CompressionMethod attribute)
FD_SVD (CompressionMethod attribute)
FD_TK (CompressionMethod attribute)
FeatureVectorizer (OnnxOperator attribute)
FINISHED (TaskStatus attribute)
Flatten (OnnxOperator attribute)
FLOAT16 (QuantizationPrecision attribute)
FLOAT32 (QuantizationPrecision attribute)
Floor (OnnxOperator attribute)
FP16 (DataType attribute)
FP32 (DataType attribute)
Framework (class in netspresso.enums.__init__)
G
Gather (OnnxOperator attribute)
GatherElements (OnnxOperator attribute)
GatherND (OnnxOperator attribute)
Gelu (OnnxOperator attribute)
Gemm (OnnxOperator attribute)
get_compression() (in module netspresso.compressor.__init__.CompressorV2)
GlobalAveragePool (OnnxOperator attribute)
GlobalLpPool (OnnxOperator attribute)
GlobalMaxPool (OnnxOperator attribute)
Gradient (OnnxOperator attribute)
Greater (OnnxOperator attribute)
GreaterOrEqual (OnnxOperator attribute)
GridSample (OnnxOperator attribute)
GroupNormalization (OnnxOperator attribute)
GroupPolicy (class in netspresso.enums.__init__)
GRU (OnnxOperator attribute)
H
H5 (Extension attribute)
HammingWindow (OnnxOperator attribute)
HannWindow (OnnxOperator attribute)
Hardmax (OnnxOperator attribute)
HardSigmoid (OnnxOperator attribute)
HardSwish (OnnxOperator attribute)
HardwareType (class in netspresso.enums.__init__)
HELIUM (HardwareType attribute)
I
Identity (OnnxOperator attribute)
If (OnnxOperator attribute)
IMAGE_CLASSIFICATION (Task attribute)
ImageDecoder (OnnxOperator attribute)
Imputer (OnnxOperator attribute)
IN_PROGRESS (TaskStatus attribute)
IN_QUEUE (TaskStatus attribute)
InstanceNormalization (OnnxOperator attribute)
INT8 (DataType attribute)
(QuantizationPrecision attribute)
INTEL_DEVICES (DeviceName attribute)
INTEL_XEON_W_2233 (DeviceName attribute)
IsInf (OnnxOperator attribute)
IsNaN (OnnxOperator attribute)
J
JETPACK_4_4_1 (SoftwareVersion attribute)
JETPACK_4_6 (SoftwareVersion attribute)
JETPACK_5_0_1 (SoftwareVersion attribute)
JETPACK_5_0_2 (SoftwareVersion attribute)
JETPACK_6_0 (SoftwareVersion attribute)
JETSON_AGX_ORIN (DeviceName attribute)
JETSON_DEVICES (DeviceName attribute)
JETSON_NANO (DeviceName attribute)
JETSON_NX (DeviceName attribute)
JETSON_ORIN_NANO (DeviceName attribute)
JETSON_TX2 (DeviceName attribute)
JETSON_XAVIER (DeviceName attribute)
L
LabelEncoder (OnnxOperator attribute)
LayerNorm (class in netspresso.enums.__init__)
LayerNormalization (OnnxOperator attribute)
LeakyRelu (OnnxOperator attribute)
Less (OnnxOperator attribute)
LessOrEqual (OnnxOperator attribute)
LINEAR_SCALING (LayerNorm attribute)
LinearClassifier (OnnxOperator attribute)
LinearRegressor (OnnxOperator attribute)
Log (OnnxOperator attribute)
LogSoftmax (OnnxOperator attribute)
Loop (OnnxOperator attribute)
LpNormalization (OnnxOperator attribute)
LpPool (OnnxOperator attribute)
LRN (OnnxOperator attribute)
LSTM (OnnxOperator attribute)
M
MatMul (OnnxOperator attribute)
MatMulInteger (OnnxOperator attribute)
Max (OnnxOperator attribute)
MaxPool (OnnxOperator attribute)
MaxRoiPool (OnnxOperator attribute)
MaxUnpool (OnnxOperator attribute)
Mean (OnnxOperator attribute)
MeanVarianceNormalization (OnnxOperator attribute)
MelWeightMatrix (OnnxOperator attribute)
Min (OnnxOperator attribute)
Mish (OnnxOperator attribute)
Mod (OnnxOperator attribute)
Momentum (OnnxOperator attribute)
Mul (OnnxOperator attribute)
Multinomial (OnnxOperator attribute)
N
Neg (OnnxOperator attribute)
NegativeLogLikelihoodLoss (OnnxOperator attribute)
NONE (DataType attribute)
(GroupPolicy attribute)
(LayerNorm attribute)
NonMaxSuppression (OnnxOperator attribute)
NonZero (OnnxOperator attribute)
Normalizer (OnnxOperator attribute)
Not (OnnxOperator attribute)
NPMS (OriginFrom attribute)
NVIDIA_GRAPHIC_CARDS (DeviceName attribute)
NXP_iMX93 (DeviceName attribute)
O
OBJECT_DETECTION (Task attribute)
OneHot (OnnxOperator attribute)
OneHotEncoder (OnnxOperator attribute)
ONLY_INT8_DEVICES (DeviceName attribute)
ONNX (Extension attribute)
(Framework attribute)
OnnxOperator (class in netspresso.enums.__init__)
OPENVINO (Framework attribute)
Optional (OnnxOperator attribute)
OptionalGetElement (OnnxOperator attribute)
OptionalHasElement (OnnxOperator attribute)
Or (OnnxOperator attribute)
OriginFrom (class in netspresso.enums.__init__)
P
Pad (OnnxOperator attribute)
Policy (class in netspresso.enums.__init__)
Pow (OnnxOperator attribute)
PR_GM (CompressionMethod attribute)
PR_ID (CompressionMethod attribute)
PR_L2 (CompressionMethod attribute)
PR_NN (CompressionMethod attribute)
PR_SNP (CompressionMethod attribute)
PRelu (OnnxOperator attribute)
PT (Extension attribute)
PYTORCH (Framework attribute)
Q
QLinearConv (OnnxOperator attribute)
QLinearMatMul (OnnxOperator attribute)
QuantizationMode (class in netspresso.enums.__init__)
QuantizationPrecision (class in netspresso.enums.__init__)
QuantizeLinear (OnnxOperator attribute)
R
RandomNormal (OnnxOperator attribute)
RandomNormalLike (OnnxOperator attribute)
RandomUniform (OnnxOperator attribute)
RandomUniformLike (OnnxOperator attribute)
Range (OnnxOperator attribute)
RASPBERRY_PI_2B (DeviceName attribute)
RASPBERRY_PI_3B (DeviceName attribute)
RASPBERRY_PI_3B_PLUS (DeviceName attribute)
RASPBERRY_PI_4B (DeviceName attribute)
RASPBERRY_PI_5 (DeviceName attribute)
RASPBERRY_PI_DEVICES (DeviceName attribute)
RASPBERRY_PI_ZERO_2W (DeviceName attribute)
RASPBERRY_PI_ZERO_W (DeviceName attribute)
Reciprocal (OnnxOperator attribute)
RECOMMEND_QUANTIZATION (QuantizationMode attribute)
recommendation_compression() (in module netspresso.compressor.__init__.CompressorV2)
RecommendationMethod (class in netspresso.enums.__init__)
ReduceL1 (OnnxOperator attribute)
ReduceL2 (OnnxOperator attribute)
ReduceLogSum (OnnxOperator attribute)
ReduceLogSumExp (OnnxOperator attribute)
ReduceMax (OnnxOperator attribute)
ReduceMean (OnnxOperator attribute)
ReduceMin (OnnxOperator attribute)
ReduceProd (OnnxOperator attribute)
ReduceSum (OnnxOperator attribute)
ReduceSumSquare (OnnxOperator attribute)
RegexFullMatch (OnnxOperator attribute)
Relu (OnnxOperator attribute)
RENESAS_DEVICES (DeviceName attribute)
RENESAS_RA8D1 (DeviceName attribute)
RENESAS_RZ_V2L (DeviceName attribute)
RENESAS_RZ_V2M (DeviceName attribute)
Reshape (OnnxOperator attribute)
Resize (OnnxOperator attribute)
ReverseSequence (OnnxOperator attribute)
RNN (OnnxOperator attribute)
RoiAlign (OnnxOperator attribute)
Round (OnnxOperator attribute)
S
Scaler (OnnxOperator attribute)
Scan (OnnxOperator attribute)
Scatter (OnnxOperator attribute)
ScatterElements (OnnxOperator attribute)
ScatterND (OnnxOperator attribute)
select_compression_method() (in module netspresso.compressor.__init__.CompressorV2)
Selu (OnnxOperator attribute)
SEMANTIC_SEGMENTATION (Task attribute)
SequenceAt (OnnxOperator attribute)
SequenceConstruct (OnnxOperator attribute)
SequenceEmpty (OnnxOperator attribute)
SequenceErase (OnnxOperator attribute)
SequenceInsert (OnnxOperator attribute)
SequenceLength (OnnxOperator attribute)
SequenceMap (OnnxOperator attribute)
Shape (OnnxOperator attribute)
Shrink (OnnxOperator attribute)
Sigmoid (OnnxOperator attribute)
Sign (OnnxOperator attribute)
SimilarityMetric (class in netspresso.enums.__init__)
Sin (OnnxOperator attribute)
Sinh (OnnxOperator attribute)
Size (OnnxOperator attribute)
SLAMP (RecommendationMethod attribute)
Slice (OnnxOperator attribute)
SNR (SimilarityMetric attribute)
Softmax (OnnxOperator attribute)
SOFTMAX_NORM (LayerNorm attribute)
SoftmaxCrossEntropyLoss (OnnxOperator attribute)
Softplus (OnnxOperator attribute)
Softsign (OnnxOperator attribute)
SoftwareVersion (class in netspresso.enums.__init__)
SpaceToDepth (OnnxOperator attribute)
Split (OnnxOperator attribute)
SplitToSequence (OnnxOperator attribute)
Sqrt (OnnxOperator attribute)
Squeeze (OnnxOperator attribute)
STANDARD_SCORE (LayerNorm attribute)
STFT (OnnxOperator attribute)
StringConcat (OnnxOperator attribute)
StringNormalizer (OnnxOperator attribute)
StringSplit (OnnxOperator attribute)
Sub (OnnxOperator attribute)
SUM (GroupPolicy attribute)
Sum (OnnxOperator attribute)
SUM (Policy attribute)
SVMClassifier (OnnxOperator attribute)
SVMRegressor (OnnxOperator attribute)
T
Tan (OnnxOperator attribute)
Tanh (OnnxOperator attribute)
Task (class in netspresso.enums.__init__)
TaskStatus (class in netspresso.enums.__init__)
TENSORFLOW (Framework attribute)
TENSORFLOW_KERAS (Framework attribute)
TENSORFLOW_LITE (Framework attribute)
TENSORRT (Framework attribute)
TfIdfVectorizer (OnnxOperator attribute)
ThresholdedRelu (OnnxOperator attribute)
Tile (OnnxOperator attribute)
TIMEOUT (TaskStatus attribute)
TopK (OnnxOperator attribute)
Transpose (OnnxOperator attribute)
TreeEnsembleClassifier (OnnxOperator attribute)
TreeEnsembleRegressor (OnnxOperator attribute)
Trilu (OnnxOperator attribute)
TSS_NORM (LayerNorm attribute)
U
UNIFORM_PRECISION_QUANTIZATION (QuantizationMode attribute)
Unique (OnnxOperator attribute)
Unsqueeze (OnnxOperator attribute)
upload_model() (in module netspresso.compressor.__init__.CompressorV2)
Upsample (OnnxOperator attribute)
USER_CANCEL (TaskStatus attribute)
V
VBMF (RecommendationMethod attribute)
W
Where (OnnxOperator attribute)
X
Xor (OnnxOperator attribute)
Z
ZIP (Extension attribute)
ZipMap (OnnxOperator attribute)