Index

Symbols

--batch_size leip-evaluate command line option --calibration_method leip-optimize command line option --compile_optimization leip-optimize command line option --compress_optimization leip-optimize command line option --config leip-analyze command line option leip-compile command line option leip-diff command line option leip-evaluate command line option leip-health command line option leip-optimize command line option leip-package command line option --config_path leip-pipeline command line option --crc_check leip-compile command line option --dataset_id leip-zoo-download command line option --exclude_layers leip-analyze command line option --force_int8 leip-compile command line option leip-optimize command line option --format leip-package command line option --host leip-analytics-init command line option leip-analytics-set_host command line option leip-evaluate command line option --include_layers leip-analyze command line option --inference_context leip-evaluate command line option --input_names leip-compile command line option leip-evaluate command line option leip-optimize command line option leip-package command line option --input_path leip-analyze command line option leip-compile command line option leip-evaluate command line option leip-optimize command line option leip-package command line option leip-pipeline command line option --input_shapes leip-compile command line option leip-evaluate command line option leip-optimize command line option --layout leip-compile command line option leip-optimize command line option --left_path leip-diff command line option --legacy_artifacts leip-compile command line option leip-optimize command line option --loglevel leip-analytics-init command line option leip-analytics-login command line option leip-analytics-set_host command line option leip-analytics-set_project command line option leip-analytics-set_tags command line option leip-analyze command line option leip-compile command line option leip-diff command line option leip-evaluate command line option leip-health command line option leip-optimize command line option leip-package command line option leip-pipeline command line option leip-version command line option --metrics leip-package command line option --model_id leip-compile command line option leip-optimize command line option leip-zoo-download command line option --models_index_json_path leip-zoo-download command line option leip-zoo-list command line option

--names leip-diff command line option --optimization leip-compile command line option --output_format leip-evaluate command line option --output_names leip-compile command line option leip-evaluate command line option leip-optimize command line option --output_path leip-analyze command line option leip-compile command line option leip-config command line option leip-evaluate command line option leip-optimize command line option leip-package command line option leip-pipeline command line option --password leip-analytics-init command line option leip-analytics-login command line option leip-package command line option --port leip-evaluate command line option --postprocessor leip-evaluate command line option leip-package command line option --preprocessor leip-evaluate command line option leip-optimize command line option leip-package command line option --preprocessor_config_path leip-evaluate command line option leip-optimize command line option --project_id leip-analytics-init command line option leip-analytics-set_project command line option --quantize_input leip-optimize command line option --quantize_output leip-optimize command line option --quantizer leip-optimize command line option --remove_nodes leip-compile command line option leip-optimize command line option --rep_dataset leip-optimize command line option --right_path leip-diff command line option --seed leip-evaluate command line option --standard_deviations leip-optimize command line option --tags leip-analytics-init command line option leip-analytics-set_tags command line option leip-analyze command line option leip-compile command line option leip-evaluate command line option leip-optimize command line option leip-package command line option leip-pipeline command line option --target leip-compile command line option leip-optimize command line option --target_host leip-compile command line option leip-optimize command line option --task_family leip-evaluate command line option --test_path leip-evaluate command line option --test_size leip-evaluate command line option --username leip-analytics-init command line option leip-analytics-login command line option --variant_id leip-zoo-download command line option --warmups leip-evaluate command line option

A

analyze (leip.PipelineTask attribute) App (class in events) (class in le)

app (events.EventLogger attribute)

B

batch_size (leip.EvaluateOptions attribute)

buffer_directory (events.EventLogger attribute) buffer_limit (events.EventLogger attribute)

C

calibration_method (leip.CompressOptions attribute) check_connection() (in module le) class_names (leip.RunOptions attribute) CompilableModel (class in leip) compile (leip.OptimizeOptions attribute) (leip.PipelineTask attribute) compile_() (in module leip) CompileOptimizations (class in leip)

CompileOptions (class in leip) compress (leip.OptimizeOptions attribute) CompressOptions (class in leip) container_version (events.App attribute) (le.App attribute) crc_check (leip.CompileOptions attribute) create_project() (in module le) cuda (leip.CompileOptimizations attribute) CudaOptimization (class in leip)

D

dict() (models.Model method)

E

enabled (leip.CudaOptimization attribute) end_callback (leip.EvaluateOptions attribute) evaluate (leip.PipelineTask attribute) evaluate() (in module leip) EvaluateInferenceResults (class in leip) EvaluateMapScoringResults (class in leip)

EvaluateOptions (class in leip) EvaluateResults (class in leip) EvaluateScoringResults (class in leip) EvaluateTopNScoringResults (class in leip) EventLogger (class in events) events module

F

force_int8 (leip.CompileOptions attribute)

from_json_file() (events.EventLogger class method)

G

get_current_user() (in module le) get_project() (in module le)

get_projects() (in module le) graph (leip.CompileOptimizations attribute) GraphOptimization (class in leip)

H

http_headers (events.EventLogger attribute)

http_method (events.EventLogger attribute) http_url (events.EventLogger attribute)

I

id (events.App attribute) (le.App attribute) infer() (models.Model method) inference (leip.EvaluateResults attribute) (leip.RunResults attribute)

inference_time (leip.EvaluateInferenceResults attribute) inputs (models.Model property) items (leip.EvaluateScoringResults attribute) (leip.RunOptions attribute) iterations (leip.GraphOptimization attribute)

K

kernel (leip.CompileOptimizations attribute)

KernelOptimization (class in leip)

L

layout (leip.CompileOptions attribute) le module legacy_artifacts (leip.CompileOptions attribute) leip-analytics-init command line option --host --loglevel --password --project_id --tags --username leip-analytics-login command line option --loglevel --password --username leip-analytics-set_host command line option --host --loglevel leip-analytics-set_project command line option --loglevel --project_id leip-analytics-set_tags command line option --loglevel --tags leip-analyze command line option --config --exclude_layers --include_layers --input_path --loglevel --output_path --tags leip-compile command line option --config --crc_check --force_int8 --input_names --input_path --input_shapes --layout --legacy_artifacts --loglevel --model_id --optimization --output_names --output_path --remove_nodes --tags --target --target_host leip-config command line option --output_path leip-diff command line option --config --left_path --loglevel --names --right_path leip-evaluate command line option --batch_size --config --host --inference_context --input_names --input_path --input_shapes --loglevel --output_format --output_names --output_path --port --postprocessor --preprocessor --preprocessor_config_path --seed --tags --task_family --test_path --test_size --warmups

leip-health command line option --config --loglevel leip-optimize command line option --calibration_method --compile_optimization --compress_optimization --config --force_int8 --input_names --input_path --input_shapes --layout --legacy_artifacts --loglevel --model_id --output_names --output_path --preprocessor --preprocessor_config_path --quantize_input --quantize_output --quantizer --remove_nodes --rep_dataset --standard_deviations --tags --target --target_host leip-package command line option --config --format --input_names --input_path --loglevel --metrics --output_path --password --postprocessor --preprocessor --tags leip-pipeline command line option --config_path --input_path --loglevel --output_path --tags leip-version command line option --loglevel leip-zoo-download command line option --dataset_id --model_id --models_index_json_path --variant_id leip-zoo-list command line option --models_index_json_path level (leip.KernelOptimization attribute) load_compilable_model() (in module leip) load_model() (in module models) log() (events.EventLogger method) login() (in module le)

M

mAP (leip.EvaluateMapScoringResults attribute) Model (class in models) model (leip.PipelineTask attribute) model_id (leip.CompileOptions attribute) models module

module events le models

N

name (events.App attribute) (le.App attribute) (leip.Pipeline attribute) (leip.PipelineTask attribute)

nth_callback (leip.EvaluateOptions attribute)

O

optimization (leip.CompileOptions attribute) (leip.CompressOptions attribute) optimize (leip.PipelineTask attribute) optimize() (in module leip) OptimizeOptions (class in leip)

org_name (events.App attribute) (le.App attribute) org_url (events.App attribute) (le.App attribute) outputs (models.Model property)

P

package (leip.PipelineTask attribute) Pipeline (class in leip) PipelineResult (class in leip)

PipelineTask (class in leip) PipelineTaskResult (class in leip) project_id (events.EventLogger attribute)

Q

quantize_input (leip.CompressOptions attribute)

quantize_output (leip.CompressOptions attribute) quantizer (leip.CompressOptions attribute)

R

ref (leip.PipelineTaskResult attribute) rep_dataset (leip.CompressOptions attribute) run (leip.PipelineTask attribute)

run() (in module leip) run_pipeline() (in module leip) RunOptions (class in leip) RunResults (class in leip)

S

scoring (leip.EvaluateResults attribute) seed (leip.EvaluateOptions attribute) session (events.EventLogger attribute)

standard_deviations (leip.CompressOptions attribute) success (leip.PipelineResult attribute) (leip.PipelineTaskResult attribute)

T

tags (events.EventLogger attribute) target (leip.CompileOptions attribute) target_host (leip.CompileOptions attribute) tasks (leip.Pipeline attribute) (leip.PipelineResult attribute) test_path (leip.EvaluateOptions attribute) (leip.RunOptions attribute)

test_size (leip.EvaluateOptions attribute) time (leip.RunResults attribute) top1 (leip.EvaluateTopNScoringResults attribute) top5 (leip.EvaluateTopNScoringResults attribute) total_time (leip.EvaluateInferenceResults attribute) track() (events.EventLogger method)

U

user_id (events.EventLogger attribute)

V

value (leip.PipelineTaskResult attribute)

version (events.App attribute) (le.App attribute)

W

warmups (leip.EvaluateOptions attribute)

weights (models.Model property)

Z

zoo_download (leip.PipelineTask attribute)