Index

_

__init__() (octomizer.model.Model method) (octomizer.model_variant.ModelVariant method) (octomizer.models.onnx_model.ONNXModel method) (octomizer.models.tensorflow_graph_def_model.TensorFlowGraphDefModel method) (octomizer.models.tensorflow_saved_model.TensorFlowSavedModel method) (octomizer.models.tflite_model.TFLiteModel method) (octomizer.models.torchscript_model.TorchscriptModel method) (octomizer.package_workflow_group.PackageWorkflowGroup method) (octomizer.project.Project method) (octomizer.user.User method) (octomizer.workflow.Workflow method)

A

accelerate() (octomizer.model_variant.ModelVariant method) account_uuid (octomizer.user.User property) active (octomizer.user.User property)

add_user() (octomizer.client.OctomizerClient method) AuthInterceptor (class in octomizer.auth) AutoschedulerOptions (class in octomizer.model_variant) AutoTVMOptions (class in octomizer.model_variant)

B

benchmark() (octomizer.model_variant.ModelVariant method)

C

cancel() (octomizer.package_workflow_group.PackageWorkflowGroup method) (octomizer.workflow.Workflow method) cancel_workflow() (octomizer.client.OctomizerClient method) channel (octomizer.client.OctomizerClient property)

completed() (octomizer.workflow.Workflow method) create_package_workflow_group() (octomizer.model.Model method) create_packages() (octomizer.model.Model method) create_workflow() (octomizer.model_variant.ModelVariant method)

D

DEFAULT_JOB_POLL_INTERVAL_SECONDS (in module octomizer.model) DEFAULT_JOB_TIMEOUT_SECONDS (in module octomizer.model) DEFAULT_PACKAGE_WORKFLOW_GROUP_POLL_INTERVAL_SECONDS (in module octomizer.package_workflow_group) DEFAULT_PACKAGE_WORKFLOW_GROUP_TIMEOUT_SECONDS (in module octomizer.package_workflow_group) DEFAULT_WORKFLOW_POLL_INTERVAL_SECONDS (in module octomizer.workflow)

DEFAULT_WORKFLOW_TIMEOUT_SECONDS (in module octomizer.workflow) delete_model() (octomizer.client.OctomizerClient method) DOCKER_BUILD_TRITON (octomizer.package_type.PackageType attribute) docker_build_triton() (octomizer.workflow.Workflow method) done() (octomizer.package_workflow_group.PackageWorkflowGroup method) (octomizer.workflow.Workflow method)

E

early_stopping_threshold (octomizer.model_variant.AutoschedulerOptions attribute) (octomizer.model_variant.AutoTVMOptions attribute)

engine_spec (octomizer.model_variant.OnnxPackageOptions attribute) exploration_trials (octomizer.model_variant.AutoTVMOptions attribute) exploration_trials_per_kernel (octomizer.model_variant.MetascheduleOptions attribute)

F

family_name (octomizer.user.User property)

format (octomizer.model_variant.ModelVariant property)

G

get_account() (octomizer.client.OctomizerClient method) get_account_users() (octomizer.client.OctomizerClient method) get_current_user() (octomizer.client.OctomizerClient method) get_dataref() (octomizer.client.OctomizerClient method) get_hardware_targets() (octomizer.client.OctomizerClient method) get_model() (octomizer.client.OctomizerClient method) get_model_variant() (octomizer.client.OctomizerClient method) (octomizer.model.Model method)

get_package_workflow_group() (octomizer.client.OctomizerClient method) get_project() (octomizer.client.OctomizerClient method) get_uploaded_model_variant() (octomizer.model.Model method) get_usage() (octomizer.client.OctomizerClient method) get_user() (octomizer.client.OctomizerClient method) get_workflow() (octomizer.client.OctomizerClient method) (octomizer.model.Model method) given_name (octomizer.user.User property)

H

has_benchmark_stage() (octomizer.workflow.Workflow method)

host (octomizer.client.OctomizerClient property)

I

inputs (octomizer.model.Model property) (octomizer.model_variant.ModelVariant property) inputs_are_dynamic() (in module octomizer.model_inputs) inputs_are_valid() (in module octomizer.model_inputs)

inputs_to_input_proto() (in module octomizer.model_inputs) intercept_unary_unary() (octomizer.auth.AuthInterceptor method) InvalidInputError is_terminal() (octomizer.workflow.Workflow method)

K

kernel_trials (octomizer.model_variant.AutoTVMOptions attribute)

L

LINUX_SHARED_OBJECT (octomizer.package_type.PackageType attribute) list_model_variants() (octomizer.model.Model method) list_models() (octomizer.client.OctomizerClient method) (octomizer.project.Project method)

list_projects() (octomizer.client.OctomizerClient method) list_users() (octomizer.client.OctomizerClient method) list_workflows() (octomizer.model.Model method)

M

MetascheduleOptions (class in octomizer.model_variant) metrics() (octomizer.workflow.Workflow method) Model (class in octomizer.model) model (octomizer.workflow.Workflow property) ModelCreationError ModelVariant (class in octomizer.model_variant) ModelVariantFormat (class in octomizer.model_variant) module octomizer octomizer.auth octomizer.client octomizer.logging_ octomizer.model octomizer.model_inputs octomizer.model_variant octomizer.models octomizer.models.onnx_model octomizer.models.tensorflow_graph_def_model octomizer.models.tensorflow_saved_model octomizer.models.tflite_model octomizer.models.torchscript_model octomizer.package_type octomizer.package_workflow_group octomizer.project octomizer.user octomizer.workflow

O

octomizer module octomizer.auth module octomizer.client module octomizer.logging_ module octomizer.model module octomizer.model_inputs module octomizer.model_variant module octomizer.models module octomizer.models.onnx_model module octomizer.models.tensorflow_graph_def_model module

octomizer.models.tensorflow_saved_model module octomizer.models.tflite_model module octomizer.models.torchscript_model module octomizer.package_type module octomizer.package_workflow_group module octomizer.project module octomizer.user module octomizer.workflow module OCTOMIZER_API_HOST (in module octomizer.client) OctomizerClient (class in octomizer.client) ONNX (octomizer.model_variant.ModelVariantFormat attribute) ONNXModel (class in octomizer.models.onnx_model) OnnxPackageOptions (class in octomizer.model_variant)

P

package() (octomizer.model_variant.ModelVariant method) package_url() (octomizer.workflow.Workflow method) PackageOptions (class in octomizer.model_variant) PackageType (class in octomizer.package_type) PackageWorkflowGroup (class in octomizer.package_workflow_group) PackageWorkflowGroupTimeoutError permissions (octomizer.user.User property) progress() (octomizer.workflow.Workflow method)

Project (class in octomizer.project) project (octomizer.model.Model property) proto (octomizer.model.Model property) (octomizer.package_workflow_group.PackageWorkflowGroup property) (octomizer.project.Project property) (octomizer.user.User property) (octomizer.workflow.Workflow property) PYTHON_PACKAGE (octomizer.package_type.PackageType attribute)

R

random_trials (octomizer.model_variant.AutoTVMOptions attribute) refresh() (octomizer.package_workflow_group.PackageWorkflowGroup method) (octomizer.workflow.Workflow method)

RELAY (octomizer.model_variant.ModelVariantFormat attribute) relay_opt_lvl (octomizer.model_variant.TVMPackageOptions attribute) result() (octomizer.workflow.Workflow method)

S

save_package() (octomizer.workflow.Workflow method) state() (octomizer.workflow.Workflow method)

status (octomizer.model.Model property) status() (octomizer.workflow.Workflow method) stub (octomizer.client.OctomizerClient property)

T

TENSORFLOW (octomizer.model_variant.ModelVariantFormat attribute) TensorFlowGraphDefModel (class in octomizer.models.tensorflow_graph_def_model) TensorFlowPackageOptions (class in octomizer.model_variant) TensorFlowSavedModel (class in octomizer.models.tensorflow_saved_model) TFLITE (octomizer.model_variant.ModelVariantFormat attribute) TFLiteModel (class in octomizer.models.tflite_model)

top_trials_per_kernel (octomizer.model_variant.AutoschedulerOptions attribute) (octomizer.model_variant.MetascheduleOptions attribute) TORCHSCRIPT (octomizer.model_variant.ModelVariantFormat attribute) TorchscriptModel (class in octomizer.models.torchscript_model) TorchscriptPackageOptions (class in octomizer.model_variant) trials_per_kernel (octomizer.model_variant.AutoschedulerOptions attribute) TVMPackageOptions (class in octomizer.model_variant)

U

update_user() (octomizer.client.OctomizerClient method) upload_data() (octomizer.model.Model static method) User (class in octomizer.user) UserCreationError uuid (octomizer.model.Model property) (octomizer.model_variant.ModelVariant property) (octomizer.package_workflow_group.PackageWorkflowGroup property) (octomizer.project.Project property) (octomizer.user.User property) (octomizer.workflow.Workflow property)

W

wait() (octomizer.package_workflow_group.PackageWorkflowGroup method) (octomizer.workflow.Workflow method) wait_for_ingestion() (octomizer.model.Model method)

Workflow (class in octomizer.workflow) workflows (octomizer.package_workflow_group.PackageWorkflowGroup property) WorkflowTimeoutError