Category Index¶

augmentation¶

augmentation.vision¶

augmentation.vision.2d¶

augmentation.vision.2d.training¶

Name	UUID	Execution Contexts
Generic augmentations	`2ca287...`	`leip_af`

augmentation.vision.2d.validation¶

Name	UUID	Execution Contexts
Generic augmentations	`ee9304...`	`leip_af`

calibrator¶

calibrator.basic¶

Name	UUID	Execution Contexts
Calibrator	`222bfc...`	`leip_forge`

calibrator.none¶

Name	UUID	Execution Contexts
No Calibrator	`34c5b1...`	`leip_forge`

callback¶

callback.checkpoint¶

Name	UUID	Execution Contexts
Checkpointing	`661ce4...`	`leip_af`

callback.detection¶

callback.detection.post_processing¶

Name	UUID	Execution Contexts
General Detection Postprocessor	`76f059...`	`leip_af`

callback.early_termination¶

Name	UUID	Execution Contexts
Early Stopping	`2617dd...`	`leip_af`

callback.learning_rate_monitor¶

Name	UUID	Execution Contexts
Learning Rate Monitor	`76f840...`	`leip_af`

callback.progress_bar¶

Name	UUID	Execution Contexts
Progress Bar	`68807e...`	`leip_af`
Progress Bar - Custom	`0a5855...`	`leip_af`

callback.quantization¶

Name	UUID	Execution Contexts
Training-aware Quantization - Yolo Small - 960 kB	`39873b...`	`leip_af`
Quantization-Guided Training	`9c85f2...`	`leip_af`
Training-aware Quantization - Expert	`782013...`	`leip_af`
Training-aware Quantization - Basic	`817147...`	`leip_af`
Training-aware Quantization - Custom	`301ef7...`	`leip_af`

callback.reproducibility¶

Name	UUID	Execution Contexts
Reproducibility	`45c640...`	`leip_af`

callback.swa¶

Name	UUID	Execution Contexts
Stochastic Weight Averaging	`832266...`	`leip_af`

callback.telemetry¶

Name	UUID	Execution Contexts
File-based telemetry	`dcaa84...`	`leip_af`

checkpoint¶

Name	UUID	Execution Contexts
Download ckpt file	`51b17d...`	`leip_af`
Local ckpt file	`b6db10...`	`leip_af`
No Checkpoint	`10d2c9...`	`leip_af`

checkpoint.lor¶

Name	UUID	Execution Contexts
Remote LOR model	`aa90f0...`	`leip_af`

checkpoint.lre¶

Name	UUID	Execution Contexts
Local LRE compiled model	`75a874...`	`leip_af`

command¶

command.setup¶

Name	UUID	Execution Contexts
Full Recipe	`bf162f...`	`leip_forge`
Full Recipe	`7b4927...`	`leip_af`
Full Recipe	`5601c3...`	`leip_stub_gen`

compiler¶

Name	UUID	Execution Contexts
TVM Compiler	`23680b...`	`leip_forge`
TensorRT Compiler	`33f11c...`	`leip_forge`

data_generator¶

data_generator.vision¶

data_generator.vision.classification¶

data_generator.vision.classification.2d¶

Name	UUID	Execution Contexts
Stanford_Cars	`513f2d...`	`leip_af`
Unlabeled Dataset	`1dcdc8...`	`leip_af`
FGVC_Aircraft	`75d1c2...`	`leip_af`
Composite - Data joiner	`556b69...`	`leip_af`
Composite - MixUp Classification	`b96886...`	`leip_af`
GTSRB	`fb42ee...`	`leip_af`
Open Images	`3682b9...`	`leip_af`
BYOD - Classification	`4a3f5a...`	`leip_af`
Cifar100	`304701...`	`leip_af`
Imagenette	`4061c1...`	`leip_af`
Composite - Random subset	`2d0566...`	`leip_af`
Cifar10	`8c302b...`	`leip_af`
Composite - Class selector	`c43ae6...`	`leip_af`
MSCOCO	`19fe11...`	`leip_af`
EuroSAT	`9db446...`	`leip_af`

data_generator.vision.detection¶

data_generator.vision.detection.2d¶

Name	UUID	Execution Contexts
BYOD from Url - COCO format	`caa16f...`	`leip_af`
COCO Car Detection (data/sets/kaggle/detection/coco-car-dataset)	`acb68e...`	`leip_af`
Fire and smoke (data/sets/url/detection/fire-and-smoke-coco-like)	`b9ae18...`	`leip_af`
Smoke (data/sets/url/detection/smoke-pascal-like)	`a0bb3b...`	`leip_af`
Face Mask Detection (data/sets/kaggle/detection/andrewmvd-face-mask-detection)	`483ee9...`	`leip_af`
BYOD - COCO format	`edd4d9...`	`leip_af`
Fruits Detection (data/sets/kaggle/detection/mbkinaci-fruit-images-for-object-detection)	`dd0481...`	`leip_af`
BYOD - KITTI format	`ce1ece...`	`leip_af`
Composite - Matting	`a51362...`	`leip_af`
Composite - Mosaic	`f3ef3e...`	`leip_af`
BYOD - YOLO format	`fa6c69...`	`leip_af`
BYOD from Url - YOLO format	`518ac9...`	`leip_af`
Car Detection (data/sets/kaggle/detection/sshikamaru-car-object-detection)	`b9178f...`	`leip_af`
BYOD from Url - KITTI format	`35acbb...`	`leip_af`
Pothole Detection (data/sets/kaggle/detection/andrewmvd-pothole-detection)	`79b2a9...`	`leip_af`
Composite - Random subset	`783df9...`	`leip_af`
Dials and gauges (data/sets/url/detection/dials-and-gauges-pascal-like)	`1a01a7...`	`leip_af`
Composite - Data joiner	`874afc...`	`leip_af`
Ship Detection (data/sets/kaggle/detection/pascal-ship-dataset)	`9a4cce...`	`leip_af`
Zenodo wheat (data/sets/url/detection/zenodo-wheat)	`bba764...`	`leip_af`
Attach FiftyOne Dataset	`b8cdc3...`	`leip_af`
VAID (Overhead Car Detection)	`4096c8...`	`leip_af`
PASCAL VOC	`cd0e36...`	`leip_af`
BYOD from Url - PASCAL format	`372f4f...`	`leip_af`
Smoke Detection (data/sets/kaggle/detection/pascal-smoke-dataset)	`ebf95d...`	`leip_af`
Composite - Class selector	`5fe238...`	`leip_af`
BYOD - PASCAL format	`df3c88...`	`leip_af`
Unlabeled Dataset	`cd2938...`	`leip_af`
COCO	`7b39f5...`	`leip_af`
Dice, Car, Battery Detection (data/sets/kaggle/detection/kitti-dice-car-battery-detection-new)	`c9d44c...`	`leip_af`
Dice Detection (data/sets/kaggle/detection/pascal-dice-dataset)	`05caf8...`	`leip_af`

data_generator.vision.segmentation¶

data_generator.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Unlabeled Dataset	`aade73...`	`leip_af`
PASCAL VOC Segmentation	`d5f18d...`	`leip_af`
Historical Map Segmentation (data/sets/url/segmentation/historical-map-world-segmentation)	`9966d1...`	`leip_af`
CamVid (data/sets/kaggle/segmentation/carlolepelaars-camvid)	`034d14...`	`leip_af`
SIIM ACR Pneumothorax Segmentation (data/sets/kaggle/detection/jesperdramsch-siim-acr-pneumothorax-segmentation-data)	`1bdad8...`	`leip_af`
Cityscapes Segmentation (data/sets/url/segmentation/cityscapes-segmentation)	`b60117...`	`leip_af`
BYOD - RLE format	`6496e5...`	`leip_af`
iMaterialist (Fashion) 2019 (data/sets/kaggle/segmentation/competitions-imaterialist-fashion-2019-FGVC6)	`bde002...`	`leip_af`
Composite - Data joiner	`dd1f3c...`	`leip_af`
Composite - Random subset	`fc7d7c...`	`leip_af`
Drone Segmentation (kaggle/bulentsiyah-semantic-drone)	`7d8835...`	`leip_af`

data_module¶

Name	UUID	Execution Contexts
Basic Adaptor	`3d79d6...`	`leip_af`

data_report¶

data_report.classification¶

data_report.classification.2d¶

Name	UUID	Execution Contexts
Classification report	`4a39b2...`	`leip_af`

data_report.detection¶

data_report.detection.2d¶

Name	UUID	Execution Contexts
Detection report	`c053b8...`	`leip_af`

data_report.segmentation¶

data_report.segmentation.2d¶

Name	UUID	Execution Contexts
Segmentation report	`d15989...`	`leip_af`

data_report_section¶

data_report_section.basic¶

Name	UUID	Execution Contexts
Subset numbers	`7dc22b...`	`leip_af`
Yaml Config	`cd8da9...`	`leip_af`
Image shapes	`c27f41...`	`leip_af`

data_report_section.detection¶

Name	UUID	Execution Contexts
Box shapes	`f187bd...`	`leip_af`
Boxes number	`f1509d...`	`leip_af`
Anchor boxes	`6aa054...`	`leip_af`
Common gt location	`8aa1ba...`	`leip_af`
Class distribution	`074a66...`	`leip_af`

eval¶

Name	UUID	Execution Contexts
Default Evaluation	`842e93...`	`leip_af`

export¶

export.dynamo_onnx¶

Name	UUID	Execution Contexts
Export to TorchDynamo-based ONNX	`47e1c8...`	`leip_af`

export.tracer¶

Name	UUID	Execution Contexts
Export to TorchScript-based ONNX	`934540...`	`leip_af`
Export	`42100d...`	`leip_af`

export_data¶

export_data.classification¶

export_data.classification.2d¶

Name	UUID	Execution Contexts
Export image folder	`4f0c9f...`	`leip_af`

export_data.detection¶

export_data.detection.2d¶

Name	UUID	Execution Contexts
Export in COCO format	`b5315b...`	`leip_af`
Export in KITTI format	`1653f0...`	`leip_af`
Export in PASCAL format	`2aee25...`	`leip_af`

hydra¶

Name	UUID	Execution Contexts
Hydra - Default config	`4eb62a...`	`leip_af`

hyperparameter¶

hyperparameter.optimization¶

hyperparameter.optimization.optimizer¶

hyperparameter.optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Customised per-layer hyperparameter	`239264...`	`leip_af`

inheritance¶

inheritance.data-leip-base-h5¶

Name	UUID	Execution Contexts
Imagenette - base	`9bce94...`	`leip_af`

logger¶

logger.neptune¶

Name	UUID	Execution Contexts
Neptune.AI	`cc3d34...`	`leip_af`

logger.tensorboard¶

Name	UUID	Execution Contexts
Tensorboard	`fe8130...`	`leip_af`

logger.wandb¶

Name	UUID	Execution Contexts
Weights and Biases	`66f839...`	`leip_af`

metric¶

metric.classification¶

metric.classification.2d¶

Name	UUID	Execution Contexts
Confusion Matrix - Classification	`647007...`	`leip_af`
Accuracy	`673935...`	`leip_af`

metric.detection¶

metric.detection.2d¶

Name	UUID	Execution Contexts
mAP - torchmetrics	`2c2f1a...`	`leip_af`

metric.segmentation¶

metric.segmentation.2d¶

Name	UUID	Execution Contexts
Intersection Over Union	`77a90c...`	`leip_af`

model¶

model.classification¶

model.classification.2d¶

Name	UUID	Execution Contexts
Classifier	`1ac7e3...`	`leip_af`

model.detection¶

model.detection.2d¶

Name	UUID	Execution Contexts
EfficientDet	`39e6c2...`	`leip_af`
NanoDet	`447eea...`	`leip_af`
RT-DETR	`f6f92b...`	`leip_af`
SSD	`0aefd3...`	`leip_af`
Yolo v5	`033e98...`	`leip_af`
UL Yolo v5	`338ee9...`	`leip_af`
Yolo v10	`01336a...`	`leip_af`
Yolo v8	`fd32d2...`	`leip_af`

model.segmentation¶

model.segmentation.2d¶

Name	UUID	Execution Contexts
DeepLab v3 +	`3c98d2...`	`leip_af`
U-Net	`77f467...`	`leip_af`
PSPNet	`fcb1a3...`	`leip_af`

optimization¶

optimization.loss_function¶

optimization.loss_function.segmentation¶

Name	UUID	Execution Contexts
Focal	`922645...`	`leip_af`
Tversky	`b3c0b3...`	`leip_af`
SoftBCEWithLogits	`1acfe9...`	`leip_af`
Dice	`c6ccaa...`	`leip_af`
SoftCrossEntropy	`7d0ddb...`	`leip_af`
MCC	`f0aa91...`	`leip_af`
Lovasz	`ff0708...`	`leip_af`
Jaccard	`157265...`	`leip_af`

optimization.optimizer¶

optimization.optimizer.generic¶

Name	UUID	Execution Contexts
Optimizer	`33688b...`	`leip_af`

optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`ae6ba6...`	`leip_af`

optimization.optimizer.rtdetr¶

Name	UUID	Execution Contexts
Basic RT-DETR	`040f96...`	`leip_af`

optimization.optimizer.yolo¶

Name	UUID	Execution Contexts
Basic YOLO	`a96597...`	`leip_af`

optimization.scheduler¶

optimization.scheduler.generic¶

Name	UUID	Execution Contexts
Exponential Decay	`4946a8...`	`leip_af`
Cosine Annealing	`9692a6...`	`leip_af`
One Cycle	`4f16fd...`	`leip_af`
Reduce on Plateau	`41f645...`	`leip_af`

optimization.warmup¶

optimization.warmup.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`a5bb3d...`	`leip_af`

paths¶

Name	UUID	Execution Contexts
Default Paths	`00f7b4...`	`leip_af`

predict¶

Name	UUID	Execution Contexts
Generic	`30ec97...`	`leip_af`

predict_labels¶

Name	UUID	Execution Contexts
Few/Large	`722121...`	`leip_af`
Custom	`b38726...`	`leip_af`
Many/Small	`9563bc...`	`leip_af`

quantizer¶

quantizer.none¶

Name	UUID	Execution Contexts
No Quantizer	`1c6a52...`	`leip_forge`

quantizer.trt¶

Name	UUID	Execution Contexts
TensorRT Quantizer	`1756b0...`	`leip_forge`

quantizer.tvm¶

Name	UUID	Execution Contexts
TVM Quantizer	`018163...`	`leip_forge`

stub¶

stub.python¶

Name	UUID	Execution Contexts
Python Stubs	`661837...`	`leip_stub_gen`

stub_code¶

Name	UUID	Execution Contexts
Stub Code	`12a144...`	`leip_stub_gen`

system¶

system.telemetry¶

Name	UUID	Execution Contexts
Telemetry link	`43742b...`	`leip_af`

task¶

task.vision¶

task.vision.classification¶

task.vision.classification.2d¶

Name	UUID	Execution Contexts
Vision - Classification 2D	`233c0a...`	`leip_af`

task.vision.detection¶

task.vision.detection.2d¶

Name	UUID	Execution Contexts
Vision - Detection 2D	`b2893a...`	`leip_af`

task.vision.segmentation¶

task.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Vision - Segmentation 2D	`856950...`	`leip_af`

train_eval¶

train_eval.classification¶

train_eval.classification.2d¶

Name	UUID	Execution Contexts
Area under ROC	`726703...`	`leip_af`
Recall	`b81927...`	`leip_af`
Accuracy	`5c8309...`	`leip_af`
F1Score	`57baab...`	`leip_af`
Precision	`d838a4...`	`leip_af`

train_eval.detection¶

train_eval.detection.2d¶

Name	UUID	Execution Contexts
Training accumulator	`47ca18...`	`leip_af`

trainer¶

Name	UUID	Execution Contexts
Trainer - Generic	`5ddc22...`	`leip_af`
Trainer - Multi-Accelerator	`88e809...`	`leip_af`
Trainer - CPU only	`f6f98d...`	`leip_af`
Trainer - Single Accelerator	`d367c1...`	`leip_af`

vizdata¶

Name	UUID	Execution Contexts
Vizdata	`a14dd6...`	`leip_af`

vizdata_labels¶

Name	UUID	Execution Contexts
Many/Small	`9cde5f...`	`leip_af`
Few/Large	`d9e36a...`	`leip_af`
Custom	`83ae93...`	`leip_af`