Category Index¶

augmentation¶

augmentation.vision¶

augmentation.vision.2d¶

augmentation.vision.2d.training¶

Name	UUID	Execution Contexts
Generic augmentations	`632315...`	`leip_af`

augmentation.vision.2d.validation¶

Name	UUID	Execution Contexts
Generic augmentations	`98d2ec...`	`leip_af`

calibrator¶

calibrator.basic¶

Name	UUID	Execution Contexts
Calibrator	`1b0cf6...`	`leip_forge`

calibrator.none¶

Name	UUID	Execution Contexts
No Calibrator	`ec3d83...`	`leip_forge`

callback¶

callback.checkpoint¶

Name	UUID	Execution Contexts
Checkpointing	`2f90f8...`	`leip_af`

callback.detection¶

callback.detection.post_processing¶

Name	UUID	Execution Contexts
General Detection Postprocessor	`28e45d...`	`leip_af`

callback.early_termination¶

Name	UUID	Execution Contexts
Early Stopping	`4ede53...`	`leip_af`

callback.learning_rate_monitor¶

Name	UUID	Execution Contexts
Learning Rate Monitor	`94c235...`	`leip_af`

callback.progress_bar¶

Name	UUID	Execution Contexts
Progress Bar - Custom	`bd2307...`	`leip_af`
Progress Bar	`37d1df...`	`leip_af`

callback.quantization¶

Name	UUID	Execution Contexts
Quantization-Guided Training	`4d3538...`	`leip_af`
Training-aware Quantization - Expert	`7bdc66...`	`leip_af`
Training-aware Quantization - Basic	`48f17d...`	`leip_af`
Training-aware Quantization - Custom	`2aba67...`	`leip_af`
Training-aware Quantization - Yolo Small - 960 kB	`181c14...`	`leip_af`

callback.reproducibility¶

Name	UUID	Execution Contexts
Reproducibility	`c18792...`	`leip_af`

callback.swa¶

Name	UUID	Execution Contexts
Stochastic Weight Averaging	`e04ca2...`	`leip_af`

callback.telemetry¶

Name	UUID	Execution Contexts
File-based telemetry	`ee7186...`	`leip_af`

checkpoint¶

Name	UUID	Execution Contexts
Local ckpt file	`f85691...`	`leip_af`
No Checkpoint	`23c8e0...`	`leip_af`
Download ckpt file	`238514...`	`leip_af`

checkpoint.lor¶

Name	UUID	Execution Contexts
Remote LOR model	`88baa0...`	`leip_af`

checkpoint.lre¶

Name	UUID	Execution Contexts
Local LRE compiled model	`580560...`	`leip_af`

command¶

command.setup¶

Name	UUID	Execution Contexts
Full Recipe	`3d945b...`	`leip_af`
Full Recipe	`69124d...`	`leip_stub_gen`
Full Recipe	`e76c5f...`	`leip_forge`

compiler¶

Name	UUID	Execution Contexts
TensorRT Compiler	`7e7db0...`	`leip_forge`
TVM Compiler	`f7e27b...`	`leip_forge`

data_generator¶

data_generator.vision¶

data_generator.vision.classification¶

data_generator.vision.classification.2d¶

Name	UUID	Execution Contexts
Unlabeled Dataset	`00d936...`	`leip_af`
Composite - MixUp Classification	`b64baa...`	`leip_af`
Composite - Random subset	`a7f2c0...`	`leip_af`
Cifar100	`128807...`	`leip_af`
EuroSAT	`22a106...`	`leip_af`
Imagenette	`202ea2...`	`leip_af`
MSCOCO	`6bbd9e...`	`leip_af`
FGVC_Aircraft	`55bb10...`	`leip_af`
Composite - Class selector	`9fa6f0...`	`leip_af`
Stanford_Cars	`d6316a...`	`leip_af`
Open Images	`b9addf...`	`leip_af`
Composite - Data joiner	`22ed69...`	`leip_af`
BYOD - Classification	`147704...`	`leip_af`
Cifar10	`92be34...`	`leip_af`
GTSRB	`a2570c...`	`leip_af`

data_generator.vision.detection¶

data_generator.vision.detection.2d¶

Name	UUID	Execution Contexts
Car Detection (data/sets/kaggle/detection/sshikamaru-car-object-detection)	`b048f9...`	`leip_af`
Fire and smoke (data/sets/url/detection/fire-and-smoke-coco-like)	`533c13...`	`leip_af`
Fruits Detection (data/sets/kaggle/detection/mbkinaci-fruit-images-for-object-detection)	`fe9d28...`	`leip_af`
BYOD - PASCAL format	`f2d5fb...`	`leip_af`
VAID (Overhead Car Detection)	`9dec6f...`	`leip_af`
Dials and gauges (data/sets/url/detection/dials-and-gauges-pascal-like)	`f43933...`	`leip_af`
BYOD from Url - KITTI format	`dbd2e3...`	`leip_af`
COCO Car Detection (data/sets/kaggle/detection/coco-car-dataset)	`381f03...`	`leip_af`
Composite - Random subset	`791474...`	`leip_af`
BYOD from Url - COCO format	`f95b98...`	`leip_af`
PASCAL VOC	`274278...`	`leip_af`
Smoke (data/sets/url/detection/smoke-pascal-like)	`e25949...`	`leip_af`
Pothole Detection (data/sets/kaggle/detection/andrewmvd-pothole-detection)	`bc2fcf...`	`leip_af`
Attach FiftyOne Dataset	`bbe352...`	`leip_af`
Dice, Car, Battery Detection (data/sets/kaggle/detection/kitti-dice-car-battery-detection-new)	`6c35c2...`	`leip_af`
Face Mask Detection (data/sets/kaggle/detection/andrewmvd-face-mask-detection)	`c997b3...`	`leip_af`
Composite - Data joiner	`9e5987...`	`leip_af`
Smoke Detection (data/sets/kaggle/detection/pascal-smoke-dataset)	`c799a6...`	`leip_af`
BYOD - YOLO format	`174910...`	`leip_af`
Dice Detection (data/sets/kaggle/detection/pascal-dice-dataset)	`c69223...`	`leip_af`
BYOD from Url - YOLO format	`0ac5ce...`	`leip_af`
COCO	`6d26d0...`	`leip_af`
Unlabeled Dataset	`aa3d3b...`	`leip_af`
BYOD from Url - PASCAL format	`a7f954...`	`leip_af`
BYOD - COCO format	`29afae...`	`leip_af`
Composite - Mosaic	`6992a8...`	`leip_af`
BYOD - KITTI format	`e7c228...`	`leip_af`
Zenodo wheat (data/sets/url/detection/zenodo-wheat)	`0d0953...`	`leip_af`
Composite - Class selector	`2d0fd2...`	`leip_af`
Ship Detection (data/sets/kaggle/detection/pascal-ship-dataset)	`9b14e0...`	`leip_af`
Composite - Matting	`16fde4...`	`leip_af`

data_generator.vision.segmentation¶

data_generator.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Historical Map Segmentation (data/sets/url/segmentation/historical-map-world-segmentation)	`eaaecc...`	`leip_af`
PASCAL VOC Segmentation	`18da8e...`	`leip_af`
Composite - Random subset	`26ced8...`	`leip_af`
BYOD - RLE format	`0338e9...`	`leip_af`
CamVid (data/sets/kaggle/segmentation/carlolepelaars-camvid)	`b39e11...`	`leip_af`
iMaterialist (Fashion) 2019 (data/sets/kaggle/segmentation/competitions-imaterialist-fashion-2019-FGVC6)	`f51dd2...`	`leip_af`
Drone Segmentation (kaggle/bulentsiyah-semantic-drone)	`077321...`	`leip_af`
Unlabeled Dataset	`e9d80f...`	`leip_af`
Composite - Data joiner	`bce6f8...`	`leip_af`
Cityscapes Segmentation (data/sets/url/segmentation/cityscapes-segmentation)	`3a1418...`	`leip_af`
SIIM ACR Pneumothorax Segmentation (data/sets/kaggle/detection/jesperdramsch-siim-acr-pneumothorax-segmentation-data)	`6c4032...`	`leip_af`

data_module¶

Name	UUID	Execution Contexts
Basic Adaptor	`79e827...`	`leip_af`

data_report¶

data_report.classification¶

data_report.classification.2d¶

Name	UUID	Execution Contexts
Classification report	`25030c...`	`leip_af`

data_report.detection¶

data_report.detection.2d¶

Name	UUID	Execution Contexts
Detection report	`0610fb...`	`leip_af`

data_report.segmentation¶

data_report.segmentation.2d¶

Name	UUID	Execution Contexts
Segmentation report	`8b1b4b...`	`leip_af`

data_report_section¶

data_report_section.basic¶

Name	UUID	Execution Contexts
Subset numbers	`022b70...`	`leip_af`
Image shapes	`179ac9...`	`leip_af`
Yaml Config	`924543...`	`leip_af`

data_report_section.detection¶

Name	UUID	Execution Contexts
Class distribution	`e290ee...`	`leip_af`
Anchor boxes	`a0154a...`	`leip_af`
Box shapes	`ba7891...`	`leip_af`
Boxes number	`6c847d...`	`leip_af`
Common gt location	`4a0e55...`	`leip_af`

eval¶

Name	UUID	Execution Contexts
Default Evaluation	`ac6c41...`	`leip_af`

export¶

export.dynamo_onnx¶

Name	UUID	Execution Contexts
Export to TorchDynamo-based ONNX	`d15bca...`	`leip_af`

export.tracer¶

Name	UUID	Execution Contexts
Export	`737d88...`	`leip_af`
Export to TorchScript-based ONNX	`3b6cb6...`	`leip_af`

export_data¶

export_data.classification¶

export_data.classification.2d¶

Name	UUID	Execution Contexts
Export image folder	`4f0d44...`	`leip_af`

export_data.detection¶

export_data.detection.2d¶

Name	UUID	Execution Contexts
Export in COCO format	`459ac4...`	`leip_af`
Export in KITTI format	`c6a5f2...`	`leip_af`
Export in PASCAL format	`334740...`	`leip_af`

hydra¶

Name	UUID	Execution Contexts
Hydra - Default config	`65af78...`	`leip_af`

hyperparameter¶

hyperparameter.optimization¶

hyperparameter.optimization.optimizer¶

hyperparameter.optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Customised per-layer hyperparameter	`eb4ce0...`	`leip_af`

inheritance¶

inheritance.data-leip-base-h5¶

Name	UUID	Execution Contexts
Imagenette - base	`e6066c...`	`leip_af`

logger¶

logger.neptune¶

Name	UUID	Execution Contexts
Neptune.AI	`c19585...`	`leip_af`

logger.tensorboard¶

Name	UUID	Execution Contexts
Tensorboard	`580899...`	`leip_af`

logger.wandb¶

Name	UUID	Execution Contexts
Weights and Biases	`7d4ee3...`	`leip_af`

metric¶

metric.classification¶

metric.classification.2d¶

Name	UUID	Execution Contexts
Confusion Matrix - Classification	`dbbd03...`	`leip_af`
Accuracy	`9342c3...`	`leip_af`

metric.detection¶

metric.detection.2d¶

Name	UUID	Execution Contexts
mAP - torchmetrics	`4385f9...`	`leip_af`

metric.segmentation¶

metric.segmentation.2d¶

Name	UUID	Execution Contexts
Intersection Over Union	`e8c07a...`	`leip_af`

model¶

model.classification¶

model.classification.2d¶

Name	UUID	Execution Contexts
Classifier	`f561cc...`	`leip_af`

model.detection¶

model.detection.2d¶

Name	UUID	Execution Contexts
SSD	`f0137b...`	`leip_af`
Yolo v10	`b636c2...`	`leip_af`
UL Yolo v5	`1335b7...`	`leip_af`
Yolo v5	`ddd0b4...`	`leip_af`
Yolo v8	`804738...`	`leip_af`
RT-DETR	`fe7180...`	`leip_af`
EfficientDet	`4351db...`	`leip_af`
NanoDet	`f80329...`	`leip_af`

model.segmentation¶

model.segmentation.2d¶

Name	UUID	Execution Contexts
U-Net	`853b6d...`	`leip_af`
DeepLab v3 +	`2ba7d1...`	`leip_af`
PSPNet	`f9cb7b...`	`leip_af`

optimization¶

optimization.loss_function¶

optimization.loss_function.segmentation¶

Name	UUID	Execution Contexts
Dice	`c940bc...`	`leip_af`
Lovasz	`0c5f4b...`	`leip_af`
SoftBCEWithLogits	`4164d8...`	`leip_af`
Jaccard	`0ed9db...`	`leip_af`
SoftCrossEntropy	`c2c58c...`	`leip_af`
MCC	`3b105e...`	`leip_af`
Tversky	`1e5fa7...`	`leip_af`
Focal	`a4494b...`	`leip_af`

optimization.optimizer¶

optimization.optimizer.generic¶

Name	UUID	Execution Contexts
Optimizer	`ed7a51...`	`leip_af`

optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`337b07...`	`leip_af`

optimization.optimizer.rtdetr¶

Name	UUID	Execution Contexts
Basic RT-DETR	`e54a3e...`	`leip_af`

optimization.optimizer.yolo¶

Name	UUID	Execution Contexts
Basic YOLO	`f378ea...`	`leip_af`

optimization.scheduler¶

optimization.scheduler.generic¶

Name	UUID	Execution Contexts
Cosine Annealing	`42bf42...`	`leip_af`
Exponential Decay	`ededd7...`	`leip_af`
Reduce on Plateau	`cc3348...`	`leip_af`
One Cycle	`92a92c...`	`leip_af`

optimization.warmup¶

optimization.warmup.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`9e4b98...`	`leip_af`

paths¶

Name	UUID	Execution Contexts
Default Paths	`7addd7...`	`leip_af`

predict¶

Name	UUID	Execution Contexts
Generic	`6a722a...`	`leip_af`

predict_labels¶

Name	UUID	Execution Contexts
Few/Large	`2d6984...`	`leip_af`
Custom	`1802c8...`	`leip_af`
Many/Small	`f90d54...`	`leip_af`

quantizer¶

quantizer.none¶

Name	UUID	Execution Contexts
No Quantizer	`e889d6...`	`leip_forge`

quantizer.trt¶

Name	UUID	Execution Contexts
TensorRT Quantizer	`598d66...`	`leip_forge`

quantizer.tvm¶

Name	UUID	Execution Contexts
TVM Quantizer	`8637b3...`	`leip_forge`

stub¶

stub.python¶

Name	UUID	Execution Contexts
Python Stubs	`944d66...`	`leip_stub_gen`

stub_code¶

Name	UUID	Execution Contexts
Stub Code	`9c31d2...`	`leip_stub_gen`

system¶

system.telemetry¶

Name	UUID	Execution Contexts
Telemetry link	`f6a9e0...`	`leip_af`

task¶

task.vision¶

task.vision.classification¶

task.vision.classification.2d¶

Name	UUID	Execution Contexts
Vision - Classification 2D	`455c0b...`	`leip_af`

task.vision.detection¶

task.vision.detection.2d¶

Name	UUID	Execution Contexts
Vision - Detection 2D	`11caa5...`	`leip_af`

task.vision.segmentation¶

task.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Vision - Segmentation 2D	`14169e...`	`leip_af`

train_eval¶

train_eval.classification¶

train_eval.classification.2d¶

Name	UUID	Execution Contexts
Area under ROC	`33210f...`	`leip_af`
Accuracy	`6ffeb4...`	`leip_af`
F1Score	`5aa3a0...`	`leip_af`
Precision	`4200f3...`	`leip_af`
Recall	`e4172d...`	`leip_af`

train_eval.detection¶

train_eval.detection.2d¶

Name	UUID	Execution Contexts
Training accumulator	`928188...`	`leip_af`

trainer¶

Name	UUID	Execution Contexts
Trainer - CPU only	`1f5248...`	`leip_af`
Trainer - Generic	`3c128f...`	`leip_af`
Trainer - Single Accelerator	`dff9d7...`	`leip_af`
Trainer - Multi-Accelerator	`78a215...`	`leip_af`

vizdata¶

Name	UUID	Execution Contexts
Vizdata	`637b32...`	`leip_af`

vizdata_labels¶

Name	UUID	Execution Contexts
Few/Large	`aaf255...`	`leip_af`
Many/Small	`96ec84...`	`leip_af`
Custom	`a7f114...`	`leip_af`