Index

A

after() (construe.benchmark.base.Benchmark method) (construe.gliner.GLiNER method) (construe.lowlight.LowLight method) (construe.mobilenet.MobileNet method) (construe.mobilevit.MobileViT method) (construe.moondream.MoonDream method) (construe.nsfw.NSFW method) (construe.offensive.Offensive method) (construe.whisper.Whisper method)

B

BasicBenchmark (class in construe.basic) batched_dot_bmm() (in module construe.basic) batched_dot_mul_sum() (in module construe.basic) before() (construe.benchmark.base.Benchmark method) (construe.gliner.GLiNER method) (construe.lowlight.LowLight method) (construe.mobilenet.MobileNet method) (construe.mobilevit.MobileViT method) (construe.moondream.MoonDream method) (construe.nsfw.NSFW method) (construe.offensive.Offensive method) (construe.whisper.Whisper method)

Benchmark (class in construe.benchmark.base) BenchmarkError BenchmarkRunner (class in construe.benchmark.runner) benchmarks (construe.benchmark.runner.Results attribute)

C

classmap (construe.metrics.serialize.MetricsJSONDecoder attribute) cleanup_aegis() (in module construe.datasets.loaders) cleanup_all_datasets() (in module construe.datasets.loaders) cleanup_all_models() (in module construe.models.loaders) cleanup_dataset() (in module construe.datasets.path) cleanup_dialects() (in module construe.datasets.loaders) cleanup_essays() (in module construe.datasets.loaders) cleanup_gliner() (in module construe.models.loaders) cleanup_lowlight() (in module construe.datasets.loaders) (in module construe.models.loaders) cleanup_mobilenet() (in module construe.models.loaders) cleanup_mobilevit() (in module construe.models.loaders) cleanup_model() (in module construe.models.path) cleanup_moondream() (in module construe.models.loaders) cleanup_movies() (in module construe.datasets.loaders) cleanup_nsfw() (in module construe.datasets.loaders) (in module construe.models.loaders) cleanup_offensive() (in module construe.models.loaders) cleanup_reddit() (in module construe.datasets.loaders) cleanup_whisper() (in module construe.models.loaders) connect_storage() (in module construe.cloud.gcp) construe.basic module construe.benchmark.base module construe.benchmark.limit module construe.benchmark.runner module construe.cloud.download module construe.cloud.gcp module construe.cloud.manifest module construe.cloud.signature module construe.datasets.loaders module

construe.datasets.manifest module construe.datasets.path module construe.exceptions module construe.gliner module construe.lowlight module construe.metrics.metrics module construe.metrics.serialize module construe.mobilenet module construe.mobilevit module construe.models.loaders module construe.models.manifest module construe.models.path module construe.models.tflite module construe.moondream module construe.nsfw module construe.offensive module construe.utils module construe.whisper module ConstrueError

D

data_home (construe.benchmark.base.Benchmark property) dataset_archive() (in module construe.datasets.path) dataset_exists() (in module construe.datasets.path) dataset_extra() (in module construe.datasets.manifest) DatasetsError default() (construe.metrics.serialize.MetricsJSONEncoder method) description (construe.benchmark.base.Benchmark property) (construe.gliner.GLiNER property) (construe.lowlight.LowLight property) (construe.metrics.metrics.Metric attribute) (construe.mobilenet.MobileNet property) (construe.mobilevit.MobileViT property) (construe.moondream.MoonDream property) (construe.nsfw.NSFW property) (construe.offensive.Offensive property) (construe.whisper.Whisper property)

device (construe.benchmark.runner.Results attribute) (construe.metrics.metrics.Metric attribute) DeviceError dirsize() (in module construe.utils) download_zip() (in module construe.cloud.download) DownloadError duration (construe.benchmark.runner.Results attribute)

E

env (construe.benchmark.runner.Results attribute) (construe.metrics.metrics.Measurement property) (construe.metrics.metrics.Metric attribute)

errors (construe.benchmark.runner.Results attribute) execute() (construe.benchmark.runner.BenchmarkRunner method)

F

failures (construe.benchmark.runner.Results attribute) find_dataset_path() (in module construe.datasets.path)

find_model_path() (in module construe.models.path) find_service_account() (in module construe.cloud.gcp) fuzzer() (construe.basic.BasicBenchmark method)

G

generate_manifest() (in module construe.cloud.manifest) (in module construe.datasets.manifest) (in module construe.models.manifest)

get_data_home() (in module construe.datasets.path) get_model_home() (in module construe.models.path) get_uncompressed_size() (in module construe.cloud.manifest) GLiNER (class in construe.gliner)

H

has_warnings (construe.metrics.metrics.Measurement property)

humanize_duration() (in module construe.metrics.metrics) (in module construe.utils)

I

inference() (construe.benchmark.base.Benchmark method) (construe.gliner.GLiNER method) (construe.lowlight.LowLight method) (construe.mobilenet.MobileNet method) (construe.mobilevit.MobileViT method) (construe.moondream.MoonDream method) (construe.nsfw.NSFW method) (construe.offensive.Offensive method) (construe.whisper.Whisper method) InferenceError

instances() (construe.benchmark.base.Benchmark method) (construe.gliner.GLiNER method) (construe.lowlight.LowLight method) (construe.mobilenet.MobileNet method) (construe.mobilevit.MobileViT method) (construe.moondream.MoonDream method) (construe.nsfw.NSFW method) (construe.offensive.Offensive method) (construe.whisper.Whisper method) iqr (construe.metrics.metrics.Measurement property) is_complete (construe.benchmark.runner.BenchmarkRunner property)

L

label (construe.metrics.metrics.Metric attribute) limit (construe.benchmark.runner.Results attribute) limit_generator() (in module construe.benchmark.limit) load_aegis() (in module construe.datasets.loaders) load_all_datasets() (in module construe.datasets.loaders) load_all_models() (in module construe.models.loaders) load_dialects() (in module construe.datasets.loaders) load_essays() (in module construe.datasets.loaders) load_gliner() (in module construe.models.loaders) load_lowlight() (in module construe.datasets.loaders) (in module construe.models.loaders) load_manifest() (in module construe.cloud.manifest) (in module construe.datasets.manifest) (in module construe.models.manifest)

load_mobilenet() (in module construe.models.loaders) load_mobilevit() (in module construe.models.loaders) load_moondream() (in module construe.models.loaders) load_movies() (in module construe.datasets.loaders) load_nsfw() (in module construe.datasets.loaders) (in module construe.models.loaders) load_offensive() (in module construe.models.loaders) load_reddit() (in module construe.datasets.loaders) load_whisper() (in module construe.models.loaders) LowLight (class in construe.lowlight)

M

make_fixture_path() (in module construe.cloud.manifest) make_fixture_url() (in module construe.cloud.manifest) mean (construe.metrics.metrics.Measurement property) Measurement (class in construe.metrics.metrics) measurements (construe.benchmark.runner.Results attribute) median (construe.metrics.metrics.Measurement property) meets_confidence() (construe.metrics.metrics.Measurement method) merge() (construe.metrics.metrics.Measurement static method) metadata (construe.benchmark.base.Benchmark property) (construe.metrics.metrics.Measurement attribute) Metric (class in construe.metrics.metrics) metric (construe.metrics.metrics.Measurement attribute) metrics (construe.metrics.metrics.Measurement property) MetricsJSONDecoder (class in construe.metrics.serialize) MetricsJSONEncoder (class in construe.metrics.serialize) MobileNet (class in construe.mobilenet) MobileViT (class in construe.mobilevit) model_archive() (in module construe.models.path) model_exists() (in module construe.models.path) model_home (construe.benchmark.base.Benchmark property) model_tflite_exists() (in module construe.models.path) ModelsError module construe.basic construe.benchmark.base construe.benchmark.limit construe.benchmark.runner construe.cloud.download construe.cloud.gcp construe.cloud.manifest construe.cloud.signature construe.datasets.loaders construe.datasets.manifest construe.datasets.path construe.exceptions construe.gliner construe.lowlight construe.metrics.metrics construe.metrics.serialize construe.mobilenet construe.mobilevit construe.models.loaders construe.models.manifest construe.models.path construe.models.tflite construe.moondream construe.nsfw construe.offensive construe.utils construe.whisper

MoonDream (class in construe.moondream)

N

n_runs (construe.benchmark.runner.Results attribute)

NSFW (class in construe.nsfw)

O

object_hook() (construe.metrics.serialize.MetricsJSONDecoder method) Offensive (class in construe.offensive)

options (construe.benchmark.base.Benchmark property) (construe.benchmark.runner.Results attribute)

P

per_run (construe.metrics.metrics.Measurement attribute) preprocess() (construe.benchmark.base.Benchmark method) (construe.gliner.GLiNER method) (construe.lowlight.LowLight method) (construe.mobilenet.MobileNet method) (construe.mobilevit.MobileViT method) (construe.moondream.MoonDream method) (construe.nsfw.NSFW method) (construe.offensive.Offensive method) (construe.whisper.Whisper method)

R

raw_metrics (construe.metrics.metrics.Measurement attribute) resolve_exclude() (in module construe.utils) Results (class in construe.benchmark.runner)

row_name (construe.metrics.metrics.Measurement property) run() (construe.basic.BasicBenchmark method) (construe.benchmark.runner.BenchmarkRunner method) run_benchmark() (construe.benchmark.runner.BenchmarkRunner method)

S

save() (construe.benchmark.runner.BenchmarkRunner method) select_duration_unit() (in module construe.metrics.metrics) serving() (construe.models.tflite.TFLiteGenerateModel method) sha256sum() (in module construe.cloud.signature)

started (construe.benchmark.runner.Results attribute) static() (construe.basic.BasicBenchmark method) sub_label (construe.metrics.metrics.Metric attribute) successes (construe.benchmark.runner.Results attribute) summarize() (construe.metrics.metrics.Metric method)

T

TFLiteGenerateModel (class in construe.models.tflite) title (construe.metrics.metrics.Measurement property) (construe.metrics.metrics.Metric property) to_array() (construe.metrics.metrics.Measurement method) total() (construe.benchmark.base.Benchmark static method) (construe.gliner.GLiNER static method) (construe.lowlight.LowLight static method) (construe.mobilenet.MobileNet static method) (construe.mobilevit.MobileViT static method) (construe.moondream.MoonDream static method) (construe.nsfw.NSFW static method) (construe.offensive.Offensive static method) (construe.whisper.Whisper static method)

U

units (construe.metrics.metrics.Measurement attribute) upload() (in module construe.cloud.gcp)

UploadError use_sample (construe.benchmark.base.Benchmark property)

W

Whisper (class in construe.whisper)