Index

A

AIMET_ONNX (SourceModelType attribute) all_running_states() (JobStatus static method)

api_tags (Framework attribute) api_version (Framework attribute) attributes (Device attribute)

C

calibration_dataset (CompileJob attribute) (QuantizeJob attribute) Client (class in qai_hub) ClientConfig (class in qai_hub) 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) (QuantizeJob attribute) (QuantizeJobSummary attribute) Device (class in qai_hub) device (CompileJob attribute) (InferenceJob attribute) (LinkJob attribute) DEVICE_LOG (JobArtifactType attribute) device_name (CompileJobSummary attribute) (InferenceJobSummary attribute) (LinkJobSummary attribute) disable_sharing() (CompileJob method) (Dataset method) (InferenceJob method) (Job method) (LinkJob method) (Model method) (QuantizeJob method)

download() (Dataset method) (Model method) download_artifacts_for_type() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (QuantizeJob method) download_job_logs() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (QuantizeJob method) download_output_data() (InferenceJob method) download_profile() (InferenceJob method) download_results() (CompileJob method) (InferenceJob method) (LinkJob method) (QuantizeJob method) download_target_model() (CompileJob method) (LinkJob method) (QuantizeJob method)

E

Error

estimated_inference_time (InferenceJobSummary attribute) expiration_time (Dataset attribute)

F

FAILED (JobStatus.State attribute) failure (JobStatus property)

finished (JobStatus property) Framework (class in qai_hub) full_version (Framework attribute)

G

get_available_artifacts() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (QuantizeJob method) get_dataset() (Client method) (in module qai_hub) get_datasets() (Client method) (in module qai_hub) get_device_attributes() (Client method) (in module qai_hub) get_devices() (Client method) (in module qai_hub) get_frameworks() (Client method) (in module qai_hub) get_job() (Client method) (in module qai_hub) get_job_summaries() (Client method) (in module qai_hub) get_model() (Client method) (in module qai_hub)

get_models() (Client method) (in module qai_hub) get_output_dataset() (InferenceJob method) get_producer() (Model method) get_sharing() (CompileJob method) (Dataset method) (InferenceJob method) (Job method) (LinkJob method) (Model method) (QuantizeJob method) get_status() (CompileJob method) (InferenceJob method) (Job method) (LinkJob method) (QuantizeJob method) get_target_model() (CompileJob method) (LinkJob method) (QuantizeJob method) get_target_shapes() (CompileJob method)

H

HUB_LOG (JobArtifactType attribute)

I

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

input_spec (Model attribute) 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) (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) (QuantizeJob attribute) model_id (Model attribute)

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

N

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

O

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

options (Job attribute) os (Device attribute) output_spec (Model attribute)

P

pending (JobStatus property) producer (Model property) profile (InferenceJobResult attribute)

PROFILE_TRACE (JobArtifactType attribute) profiling (InferenceJob attribute) (InferenceJobSummary attribute) PROVISIONING_DEVICE (JobStatus.State attribute)

Q

qai_hub module QAIRT_SDK_VERSION (ModelMetadataKey attribute) QHAS_SUMMARY (JobArtifactType attribute) QNN_CONTEXT_BIN_BACKEND (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_DLC (SourceModelType attribute) QNN_LIB_AARCH64_ANDROID (SourceModelType attribute) QNN_LIB_X86_64_LINUX (SourceModelType attribute) QNN_MODEL_GRAPH_NAMES (ModelMetadataKey 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) (QuantizeJob method) set_verbose() (Client method) (in module qai_hub) shapes (CompileJob attribute) (InferenceJob attribute) (QuantizeJob attribute) status (CompileJobSummary attribute) (InferenceJobSummary attribute) (JobSummary attribute) (LinkJobSummary attribute) (QuantizeJobSummary attribute)

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

T

target_shapes (CompileJob attribute) (QuantizeJob attribute) TETRART (SourceModelType attribute)

TFLITE (SourceModelType attribute) TORCH_EXPORTED_PROGRAM (SourceModelType attribute) TORCHSCRIPT (SourceModelType attribute)

U

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

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

W

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