Index

A

ALIF_ENSEMBLE_E7_DEVKIT_GEN2 (DeviceName attribute) automatic_compression() (in module netspresso.compressor.__init__.ModelCompressor) available_layers (CompressionInfo attribute), [1]

AVERAGE (GroupPolicy attribute) (Policy attribute) AWS_T4 (DeviceName attribute)

B

BACKWARD (Policy attribute)

BENCHMARK (LauncherFunction attribute) benchmark_model() (in module netspresso.launcher.__init__.ModelBenchmarker)

C

compress_model() (in module netspresso.compressor.__init__.ModelCompressor) compressed_model_id (CompressionInfo attribute), [1] compressed_models (ModelCollection attribute) compression_id (CompressedModel attribute), [1], [2], [3], [4] (CompressionInfo attribute), [1]

compression_method (CompressionInfo attribute), [1] CompressionMethod (class in netspresso.compressor.__init__) CONVERT (LauncherFunction attribute) convert_model() (in module netspresso.launcher.__init__.ModelConverter) COUNT (GroupPolicy attribute) CUSTOM (OriginFrom attribute)

D

DataType (class in netspresso.launcher.__init__) delete_model() (in module netspresso.compressor.__init__.ModelCompressor) DeviceName (class in netspresso.launcher.__init__)

download_converted_model() (in module netspresso.launcher.__init__.ModelConverter) download_model() (in module netspresso.compressor.__init__.ModelCompressor) DRPAI (ModelFramework attribute)

E

ERROR (TaskStatus attribute)

Extension (class in netspresso.compressor.__init__)

F

FD_CP (CompressionMethod attribute) FD_SVD (CompressionMethod attribute) FD_TK (CompressionMethod attribute) FINISHED (TaskStatus attribute)

flops (Model attribute), [1], [2] FP16 (DataType attribute) FP32 (DataType attribute) Framework (class in netspresso.compressor.__init__) framework (Model attribute), [1], [2]

G

GENERAL (LauncherFunction attribute) get_benchmark_task() (in module netspresso.launcher.__init__.ModelBenchmarker) get_compressed_models() (in module netspresso.compressor.__init__.ModelCompressor) get_compression() (in module netspresso.compressor.__init__.ModelCompressor)

get_conversion_task() (in module netspresso.launcher.__init__.ModelConverter) get_model() (in module netspresso.compressor.__init__.ModelCompressor) get_models() (in module netspresso.compressor.__init__.ModelCompressor) get_uploaded_models() (in module netspresso.compressor.__init__.ModelCompressor) GroupPolicy (class in netspresso.compressor.__init__)

H

H5 (Extension attribute)

HardwareType (class in netspresso.launcher.__init__) HELIUM (HardwareType attribute)

I

IMAGE_CLASSIFICATION (Task attribute) IMAGE_SEGMENTATION (Task attribute) IN_PROGRESS (TaskStatus attribute) IN_QUEUE (TaskStatus attribute)

input_shapes (Model attribute), [1], [2] INSTANCE_SEGMENTATION (Task attribute) INT8 (DataType attribute) Intel_XEON_W_2233 (DeviceName 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)

JETSON_AGX_ORIN (DeviceName attribute) JETSON_NANO (DeviceName attribute) JETSON_NX (DeviceName attribute) JETSON_TX2 (DeviceName attribute) JETSON_XAVIER (DeviceName attribute)

L

LauncherFunction (class in netspresso.launcher.__init__)

LayerNorm (class in netspresso.compressor.__init__) LINEAR_SCALING (LayerNorm attribute)

M

model_id (Model attribute), [1], [2] model_name (Model attribute), [1], [2]

model_size (Model attribute), [1], [2] ModelFramework (class in netspresso.launcher.__init__)

N

non_trainable_parameters (Model attribute), [1], [2] NONE (DataType attribute) (GroupPolicy attribute) (LayerNorm attribute)

NPMS (OriginFrom attribute) number_of_layers (Model attribute), [1], [2]

O

OBJECT_DETECTION (Task attribute) ONNX (Extension attribute) (Framework attribute) (ModelFramework attribute) OPENVINO (ModelFramework attribute)

options (CompressionInfo attribute), [1] original_model_id (CompressedModel attribute), [1], [2], [3], [4] (CompressionInfo attribute), [1] OriginFrom (class in netspresso.compressor.__init__) OTHER (Task attribute)

P

PANOPTIC_SEGMENTATION (Task attribute) Policy (class in netspresso.compressor.__init__) PR_GM (CompressionMethod attribute) PR_ID (CompressionMethod attribute)

PR_L2 (CompressionMethod attribute) PR_NN (CompressionMethod attribute) PT (Extension attribute) PYTORCH (Framework attribute)

R

RASPBERRY_PI_3B_PLUS (DeviceName attribute) RASPBERRY_PI_4B (DeviceName attribute) RASPBERRY_PI_ZERO_2W (DeviceName attribute) RASPBERRY_PI_ZERO_W (DeviceName attribute)

recommendation_compression() (in module netspresso.compressor.__init__.ModelCompressor) RecommendationMethod (class in netspresso.compressor.__init__) RENESAS_RA8D1 (DeviceName attribute) RENESAS_RZ_V2L (DeviceName attribute) RENESAS_RZ_V2M (DeviceName attribute)

S

select_compression_method() (in module netspresso.compressor.__init__.ModelCompressor) SEMANTIC_SEGMENTATION (Task attribute) SLAMP (RecommendationMethod attribute) SOFTMAX_NORM (LayerNorm attribute)

SoftwareVersion (class in netspresso.launcher.__init__) STANDARD_SCORE (LayerNorm attribute) SUM (GroupPolicy attribute) (Policy attribute)

T

Task (class in netspresso.compressor.__init__) task (Model attribute), [1], [2] TaskStatus (class in netspresso.launcher.__init__) TENSORFLOW (ModelFramework attribute) TENSORFLOW_KERAS (Framework attribute) (ModelFramework attribute)

TENSORFLOW_LITE (ModelFramework attribute) TENSORRT (ModelFramework attribute) trainable_parameters (Model attribute), [1], [2] TSS_NORM (LayerNorm attribute)

U

upload_model() (in module netspresso.compressor.__init__.ModelCompressor) (in module netspresso.launcher.__init__.Launcher)

USER_CANCEL (TaskStatus attribute)

V

VBMF (RecommendationMethod attribute)

Z

ZIP (Extension attribute)