Index

A

AIMET_ONNX (SourceModelType attribute) AIMET_PT (SourceModelType attribute)

all_running_states() (JobStatus static method) attributes (Device attribute)

C

calibration_dataset (CompileJob attribute) (QuantizeJob attribute) code (JobStatus attribute) compatible_devices (CompileJob attribute) COMPILE (JobType attribute)

CompileJob (class in qai_hub) CompileJobResult (class in qai_hub) CompileJobSummary (class in qai_hub) CREATED (JobStatus.State attribute) creation_time (Dataset attribute)

D

Dataset (class in qai_hub) dataset_id (Dataset attribute) dataset_name (Dataset attribute) date (CompileJob attribute) (CompileJobSummary attribute) (InferenceJob attribute) (InferenceJobSummary attribute) (Job attribute) (JobSummary attribute) (LinkJob attribute) (LinkJobSummary attribute) (Model attribute) (ProfileJob attribute) (ProfileJobSummary attribute) (QuantizeJob attribute) (QuantizeJobSummary attribute) Device (class in qai_hub) device (CompileJob attribute) (InferenceJob attribute) (ProfileJob attribute) device_name (CompileJobSummary attribute) (InferenceJobSummary attribute) (ProfileJobSummary attribute)

disable_sharing() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method) download() (Dataset method) (Model method) download_model() (Model method) download_output_data() (InferenceJob method) download_profile() (ProfileJob method) download_results() (CompileJob method) (InferenceJob method) (LinkJob method) (ProfileJob method) (QuantizeJob method) download_target_model() (CompileJob method) (LinkJob method) (QuantizeJob method)

E

Error

estimated_inference_time (ProfileJobSummary attribute) expiration_time (Dataset attribute)

F

FAILED (JobStatus.State attribute)

failure (JobStatus property) finished (JobStatus property)

G

get_dataset() (in module qai_hub) get_datasets() (in module qai_hub) get_device_attributes() (in module qai_hub) get_devices() (in module qai_hub) get_job() (in module qai_hub) get_job_summaries() (in module qai_hub) get_jobs() (in module qai_hub) get_model() (in module qai_hub) get_models() (in module qai_hub) get_output_dataset() (InferenceJob method) get_sharing() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method)

get_status() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method) get_target_model() (CompileJob method) (LinkJob method) (QuantizeJob method)

I

INFERENCE (JobType attribute) inference_memory_peak_range (ProfileJobSummary attribute) InferenceJob (class in qai_hub) InferenceJobResult (class in qai_hub) InferenceJobSummary (class in qai_hub)

inputs (InferenceJob attribute) INT16 (QuantizeDtype attribute) INT4 (QuantizeDtype attribute) INT8 (QuantizeDtype attribute) InternalError

J

Job (class in qai_hub) job_id (CompileJobSummary attribute) (InferenceJobSummary attribute) (Job attribute) (JobSummary attribute) (LinkJobSummary attribute) (ProfileJobSummary attribute) (QuantizeJobSummary attribute)

JobStatus (class in qai_hub) JobSummary (class in qai_hub)

L

LINK (JobType attribute) LINKING_MODELS (JobStatus.State attribute)

LinkJob (class in qai_hub) LinkJobResult (class in qai_hub) LinkJobSummary (class in qai_hub)

M

MEASURING_PERFORMANCE (JobStatus.State attribute) message (JobStatus attribute) metadata (Model attribute) MLMODEL (SourceModelType attribute) MLMODELC (SourceModelType attribute) MLPACKAGE (SourceModelType attribute) Model (class in qai_hub) model (CompileJob attribute) (InferenceJob attribute) (ProfileJob attribute) (QuantizeJob attribute)

model_id (Model attribute) model_type (Model attribute) models (LinkJob attribute) modify_sharing() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method) module qai_hub

N

name (CompileJobSummary attribute) (Device attribute) (InferenceJobSummary attribute) (Job attribute) (JobSummary attribute) (LinkJobSummary attribute) (Model attribute) (ProfileJobSummary attribute) (QuantizeJobSummary attribute)

O

ONNX (SourceModelType attribute) OPTIMIZING_MODEL (JobStatus.State attribute)

options (Job attribute) ORT (SourceModelType attribute) os (Device attribute)

P

pending (JobStatus property) PROFILE (JobType attribute) profile (ProfileJobResult attribute)

ProfileJob (class in qai_hub) ProfileJobResult (class in qai_hub) ProfileJobSummary (class in qai_hub) PROVISIONING_DEVICE (JobStatus.State attribute)

Q

qai_hub module QNN_CONTEXT_BIN_BACKEND (ModelMetadataKey attribute) QNN_CONTEXT_BIN_GRAPH_NAMES (ModelMetadataKey attribute) QNN_CONTEXT_BIN_HEXAGON_VERSION (ModelMetadataKey attribute) QNN_CONTEXT_BIN_OPTIMIZATION_LEVEL (ModelMetadataKey attribute) QNN_CONTEXT_BIN_SOC_MODEL (ModelMetadataKey attribute) QNN_CONTEXT_BIN_VTCM (ModelMetadataKey attribute) QNN_CONTEXT_BINARY (SourceModelType attribute)

QNN_LIB_AARCH64_ANDROID (SourceModelType attribute) QNN_LIB_X86_64_LINUX (SourceModelType attribute) QNN_SDK_VARIANT (ModelMetadataKey attribute) QNN_SDK_VERSION (ModelMetadataKey attribute) QUANTIZE (JobType attribute) QuantizeJob (class in qai_hub) QuantizeJobResult (class in qai_hub) QuantizeJobSummary (class in qai_hub) QUANTIZING_MODEL (JobStatus.State attribute)

R

running (JobStatus property)

RUNNING_INFERENCE (JobStatus.State attribute)

S

set_name() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method) set_verbose() (in module qai_hub) shapes (CompileJob attribute) (ProfileJob attribute) (QuantizeJob attribute) status (CompileJobSummary attribute) (InferenceJobSummary attribute) (JobSummary attribute) (LinkJobSummary attribute) (ProfileJobSummary attribute) (QuantizeJobSummary attribute)

submit_compile_and_profile_jobs() (in module qai_hub) submit_compile_and_quantize_jobs() (in module qai_hub) submit_compile_job() (in module qai_hub) submit_inference_job() (in module qai_hub) submit_link_job() (in module qai_hub) submit_profile_job() (in module qai_hub) submit_quantize_job() (in module qai_hub) success (JobStatus property) SUCCESS (JobStatus.State attribute)

T

target_shapes (CompileJob attribute) (QuantizeJob attribute)

TETRART (SourceModelType attribute) TFLITE (SourceModelType attribute) TORCHSCRIPT (SourceModelType attribute)

U

UNRECOGNIZED_MODEL_TYPE (SourceModelType attribute) UNSPECIFIED (JobStatus.State attribute) (JobType attribute) (ModelMetadataKey attribute) upload_dataset() (in module qai_hub) upload_model() (in module qai_hub) url (CompileJob property) (InferenceJob property) (Job property) (JobSummary attribute) (LinkJob property) (ProfileJob property) (QuantizeJob property)

UserError username (CompileJobSummary attribute) (InferenceJobSummary attribute) (JobSummary attribute) (LinkJobSummary attribute) (ProfileJobSummary attribute) (QuantizeJobSummary attribute)

W

wait() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (ProfileJob method) (QuantizeJob method)