Contents:
Installation
Tutorials
Using the OctoML Platform
OctoML CLI
OctoML Python API
OctoML RPC Interface
Deploying Models with OctoML
Contact Support
OctoML
»
Index
Index
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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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K
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L
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M
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O
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P
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R
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S
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T
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U
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W
_
__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)
(octomizer.model_variant.TVMPackageOptions 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
memory_layout (octomizer.model_variant.MetascheduleOptions attribute)
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)
ONNXRUNTIME_CUSTOM_OPERATOR_LINUX (octomizer.package_type.PackageType attribute)
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)
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