Index _ | A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | Q | R | S | T | U | V | W | Y _ __call__() (blinklinmult.paper.session.OnnxModel method) __contains__() (blinklinmult.train.metrics.MultiTargetMetrics method) __enter__() (blinklinmult.data.writer.H5Writer method) (blinklinmult.stream.StreamingScorer method) __exit__() (blinklinmult.data.writer.H5Writer method) (blinklinmult.stream.StreamingScorer method) __getattr__() (in module blinklinmult.models) __getitem__() (blinklinmult.data.datamodule.CachedEmbeddingDataset method) (blinklinmult.data.datamodule.StridedSubset method) (blinklinmult.data.stills.StillFramesDataset method) (blinklinmult.train.metrics.MultiTargetMetrics method) __len__() (blinklinmult.data.datamodule.CachedEmbeddingDataset method) (blinklinmult.data.datamodule.StridedSubset method) (blinklinmult.data.stills.StillFramesDataset method) __post_init__() (blinklinmult.data.augment.AugmentConfig method) (blinklinmult.data.schema.DatasetSpec method) (blinklinmult.data.stills.StillConfig method) (blinklinmult.live.ScoreHistory method) (blinklinmult.train.config.DataConfig method) (blinklinmult.train.config.EarlyStoppingConfig method) (blinklinmult.train.config.ExperimentConfig method) (blinklinmult.train.config.MLflowConfig method) (blinklinmult.train.config.ModelConfig method) (blinklinmult.train.config.OptimConfig method) (blinklinmult.train.config.TrainConfig method) __version__ (in module blinklinmult) A AcceleratorCacheLimiter (class in blinklinmult.train.callbacks) add() (blinklinmult.data.writer.H5Writer method) age_ms() (blinklinmult.stream.StreamScore method) aggregate_by_group() (in module blinklinmult.train.metrics) annotated_intervals() (in module blinklinmult.train.events) applied_to() (blinklinmult.fit.OperatingPoint method) apply() (blinklinmult.data.augment.EyeAugmentation method) apply_occlusion() (in module blinklinmult.data.collate) apply_override() (in module blinklinmult.train.config) apply_temperature() (in module blinklinmult.train.calibration) artifact_size_bytes() (in module blinklinmult.bench.systems) as_array() (blinklinmult.live.ScoreHistory method) as_dict() (blinklinmult.data.embeddings.CacheKey method) ASSETS_DIR (in module blinklinmult.assets) augment_window() (in module blinklinmult.data.augment) AugmentConfig (class in blinklinmult.data.augment) AugmentError average_overlapping() (in module blinklinmult.train.events) average_precision() (in module blinklinmult.train.events) (in module blinklinmult.train.metrics) AXIS_COLOUR (in module blinklinmult.live) B backbone (blinklinmult.data.embeddings.CacheKey attribute) BACKBONE_GROUP (in module blinklinmult.train.optim) BACKBONES (in module blinklinmult.train.config) BatchError BenchError benjamini_hochberg_adjust() (in module blinklinmult.compare.tests) binary_metrics() (in module blinklinmult.train.metrics) blink_ap() (in module blinklinmult.train.events) blink_ap_summary() (in module blinklinmult.train.events) BLINK_AP_TIOU (in module blinklinmult.train.events) BLINK_CATEGORY (in module blinklinmult.data.schema) BLINK_ID (in module blinklinmult.data.schema) BLINK_IDS (in module blinklinmult.data.schema) BLINK_PRESENCE (in module blinklinmult.data.schema) BlinkDataModule (class in blinklinmult.data.datamodule) BlinkDetector (class in blinklinmult.detector) BlinkLightningModule (class in blinklinmult.train.module) blinklinmult module blinklinmult.assets module blinklinmult.bench module blinklinmult.bench.systems module blinklinmult.bench.timing module blinklinmult.compare module blinklinmult.compare.bootstrap module blinklinmult.compare.clusters module blinklinmult.compare.protocol module blinklinmult.compare.tests module blinklinmult.data module blinklinmult.data.augment module blinklinmult.data.collate module blinklinmult.data.datamodule module blinklinmult.data.embeddings module blinklinmult.data.inspect module blinklinmult.data.omni module blinklinmult.data.schema module blinklinmult.data.shards module blinklinmult.data.stills module blinklinmult.data.writer module blinklinmult.detector module blinklinmult.fit module blinklinmult.live module blinklinmult.models module blinklinmult.overlay module blinklinmult.paper module blinklinmult.paper.session module blinklinmult.pipeline module blinklinmult.registry module blinklinmult.stream module blinklinmult.train module blinklinmult.train.calibration module blinklinmult.train.callbacks module blinklinmult.train.cli module blinklinmult.train.config module blinklinmult.train.events module blinklinmult.train.losses module blinklinmult.train.lr_find module blinklinmult.train.metrics module blinklinmult.train.mlflow_utils module blinklinmult.train.model module blinklinmult.train.module module blinklinmult.train.optim module blinklinmult.train.phases module BlinkMetrics (class in blinklinmult.train.metrics) BlinkModel (class in blinklinmult.train.model) BLUR_PROBABILITY (in module blinklinmult.data.augment) bonferroni_adjust() (in module blinklinmult.compare.tests) bootstrap_statistic() (in module blinklinmult.compare.bootstrap) BOX_SHIFTED (in module blinklinmult.data.schema) BPD_METRIC (in module blinklinmult.train.metrics) build_backbone() (in module blinklinmult.train.model) build_callbacks() (in module blinklinmult.train.cli) build_logger() (in module blinklinmult.train.mlflow_utils) build_loss() (in module blinklinmult.train.losses) build_model() (in module blinklinmult.train.model) build_optimizer() (in module blinklinmult.train.optim) build_sample_id() (in module blinklinmult.data.schema) build_scheduler() (in module blinklinmult.train.optim) build_schemas() (in module blinklinmult.data.omni) build_strategy() (in module blinklinmult.data.datamodule) BuildStats (class in blinklinmult.data.schema) C CachedEmbeddingDataset (class in blinklinmult.data.datamodule) CacheKey (class in blinklinmult.data.embeddings) calibrate() (blinklinmult.detector.BlinkDetector method) CalibrationError capture() (blinklinmult.bench.systems.MachineSpec class method) check_eye_images() (in module blinklinmult.data.collate) check_max_epochs() (in module blinklinmult.train.cli) check_targets() (in module blinklinmult.train.model) classify_event() (in module blinklinmult.train.phases) clear() (blinklinmult.train.callbacks.TestCheckpointer method) CLIP_OUTPUT (in module blinklinmult.paper.session) CLOSED (in module blinklinmult.train.phases) CLOSED_LEVEL (in module blinklinmult.train.phases) CLOSED_THRESHOLD (in module blinklinmult.data.stills) CLOSING (in module blinklinmult.train.phases) cluster_of() (in module blinklinmult.compare.clusters) ClusterError clusters_from_signals() (in module blinklinmult.compare.clusters) CnnHead (class in blinklinmult.train.model) compare_average_precision() (in module blinklinmult.compare.protocol) Comparison (class in blinklinmult.compare.protocol) completed_clips() (in module blinklinmult.data.shards) compose() (in module blinklinmult.live) COMPRESSION (in module blinklinmult.data.writer) COMPRESSION_LEVEL (in module blinklinmult.data.writer) compute() (blinklinmult.train.metrics.BlinkMetrics method) (blinklinmult.train.metrics.MultiTargetMetrics method) conclusive (blinklinmult.compare.protocol.Comparison property) CONFIDENCE (in module blinklinmult.data.schema) ConfigError configure_optimizers() (blinklinmult.train.module.BlinkLightningModule method) contended (blinklinmult.bench.systems.MachineSpec property) CONTENTION_FRACTION (in module blinklinmult.bench.systems) CorpusReport (class in blinklinmult.compare.protocol) count_events() (in module blinklinmult.data.inspect) CRITERIA (in module blinklinmult.train.events) CROPS_INPUT (in module blinklinmult.paper.session) D DataConfig (class in blinklinmult.train.config) DataModuleError dataset_params() (in module blinklinmult.train.mlflow_utils) dataset_schema() (in module blinklinmult.data.omni) DATASETS (in module blinklinmult.data.schema) DatasetSpec (class in blinklinmult.data.schema) DEFAULT_DATASET_CONFIG_DIR (in module blinklinmult.train.cli) DEFAULT_FOCAL_ALPHA (in module blinklinmult.train.losses) DEFAULT_FOCAL_GAMMA (in module blinklinmult.train.losses) DEFAULT_LOW_RATIOS (in module blinklinmult.fit) (in module blinklinmult.train.callbacks) DEFAULT_MAX_LR (in module blinklinmult.train.lr_find) DEFAULT_MIN_LR (in module blinklinmult.train.lr_find) DEFAULT_NUM_TRAINING_STEPS (in module blinklinmult.train.lr_find) DEFAULT_REPEATS (in module blinklinmult.bench.timing) DEFAULT_REPORT_FPS (in module blinklinmult.train.cli) DEFAULT_ROUNDS (in module blinklinmult.compare.bootstrap) DEFAULT_SECONDS (in module blinklinmult.live) DEFAULT_SEED (in module blinklinmult.compare.bootstrap) DEFAULT_TARGETS (in module blinklinmult.models) DEFAULT_TEMPERATURES (in module blinklinmult.train.calibration) DEFAULT_THRESHOLD (in module blinklinmult.train.metrics) DEFAULT_THRESHOLDS (in module blinklinmult.train.calibration) (in module blinklinmult.train.events) DEFAULT_WARMUP (in module blinklinmult.bench.timing) DEFAULT_WINDOW_SECONDS (in module blinklinmult.data.schema) DENSENET_CUT (in module blinklinmult.train.model) describe() (blinklinmult.bench.systems.MachineSpec method) (blinklinmult.bench.timing.Latency method) (blinklinmult.compare.bootstrap.Interval method) (blinklinmult.compare.protocol.Comparison method) (blinklinmult.pipeline.Extraction method) (in module blinklinmult.data.embeddings) describe_event() (in module blinklinmult.train.phases) detect() (blinklinmult.detector.BlinkDetector method) DetectorError draw() (in module blinklinmult.overlay) draw_overlay() (in module blinklinmult.live) draw_plot() (in module blinklinmult.live) DROPPED_COLOUR (in module blinklinmult.overlay) duration_prior() (in module blinklinmult.train.losses) E EarlyStoppingConfig (class in blinklinmult.train.config) EMBEDDING_DTYPE (in module blinklinmult.data.embeddings) embedding_key_for() (in module blinklinmult.train.cli) EmbeddingCacheError EMPTY_SCORE (in module blinklinmult.stream) enabled (blinklinmult.data.augment.AugmentConfig property) encoder_digest (blinklinmult.data.embeddings.CacheKey attribute) encoder_digest() (in module blinklinmult.data.embeddings) ENCODER_PREFIX (in module blinklinmult.train.model) environment_params() (in module blinklinmult.train.mlflow_utils) epoch (blinklinmult.data.datamodule.StridedSubset attribute) EpochPropagator (class in blinklinmult.train.callbacks) EPSILON (in module blinklinmult.train.calibration) (in module blinklinmult.train.losses) (in module blinklinmult.train.metrics) ESR_METRIC (in module blinklinmult.train.metrics) EVENT_CONV_KERNEL (in module blinklinmult.train.model) EVENT_HEAD (in module blinklinmult.train.model) EVENT_HEAD_TYPES (in module blinklinmult.train.model) event_metrics() (in module blinklinmult.train.events) EventError EventHead (class in blinklinmult.train.model) EventReport (class in blinklinmult.train.callbacks) EXAMPLE_TAG (in module blinklinmult.assets) EXAMPLE_VIDEO (in module blinklinmult.assets) excludes_zero (blinklinmult.compare.bootstrap.Interval property) expected_calibration_error() (in module blinklinmult.train.calibration) ExperimentConfig (class in blinklinmult.train.config) Extraction (class in blinklinmult.pipeline) EYE_ASPECT (in module blinklinmult.data.schema) eye_crops() (in module blinklinmult.live) EYE_EMBEDDING (in module blinklinmult.data.schema) EYE_FEATURE (in module blinklinmult.data.schema) EYE_FEATURE_DIM (in module blinklinmult.data.schema) EYE_IMAGE (in module blinklinmult.data.schema) eye_image_shape() (in module blinklinmult.data.omni) EYE_ON_SCREEN (in module blinklinmult.data.schema) EYE_SIDE (in module blinklinmult.data.schema) EYE_SIDES (in module blinklinmult.data.schema) EYE_SPAN (in module blinklinmult.data.schema) EYE_STATE (in module blinklinmult.data.schema) EyeAugmentation (class in blinklinmult.data.augment) EyeEncoder (class in blinklinmult.train.model) F f1 (blinklinmult.train.events.MatchResult property) FACE_BOX (in module blinklinmult.data.schema) FACE_COLOUR (in module blinklinmult.overlay) false_alarms_per_minute() (blinklinmult.train.events.MatchResult method) FEATURE_DIM (in module blinklinmult.paper) feature_keys (blinklinmult.data.schema.DatasetSpec property) FEATURE_KEYS (in module blinklinmult.data.schema) feature_names (blinklinmult.train.module.BlinkLightningModule property) FEATURES_INPUT (in module blinklinmult.paper.session) file_md5() (in module blinklinmult.train.mlflow_utils) find_lr() (in module blinklinmult.train.lr_find) fit_operating_point() (in module blinklinmult.fit) fit_temperature() (in module blinklinmult.train.calibration) fit_threshold() (in module blinklinmult.train.calibration) FitError fitted() (blinklinmult.pipeline.Extraction class method) fold_time_into_batch() (in module blinklinmult.data.collate) FONT_SCALE (in module blinklinmult.overlay) forward() (blinklinmult.train.losses.MaskedLoss method) (blinklinmult.train.model.BlinkModel method) (blinklinmult.train.model.CnnHead method) (blinklinmult.train.model.EventHead method) (blinklinmult.train.model.EyeEncoder method) (blinklinmult.train.model.TimmBackbone method) (blinklinmult.train.module.BlinkLightningModule method) fps (blinklinmult.bench.timing.Latency property) FRAME_GROUP (in module blinklinmult.data.schema) frame_group_ids() (in module blinklinmult.train.metrics) frame_level_metrics() (in module blinklinmult.train.metrics) FRAME_REDUCERS (in module blinklinmult.train.metrics) FrameResult (class in blinklinmult.pipeline) frames_for() (in module blinklinmult.data.schema) froc() (in module blinklinmult.train.events) from_dict() (blinklinmult.data.schema.DatasetSpec class method) (blinklinmult.train.config.DataConfig class method) (blinklinmult.train.config.EarlyStoppingConfig class method) (blinklinmult.train.config.MLflowConfig class method) (blinklinmult.train.config.ModelConfig class method) (blinklinmult.train.config.OptimConfig class method) (blinklinmult.train.config.TrainConfig class method) from_files() (blinklinmult.train.config.ExperimentConfig class method) from_pretrained() (blinklinmult.detector.BlinkDetector class method) G gather_field() (in module blinklinmult.data.inspect) geometric (blinklinmult.data.augment.AugmentConfig property) git_sha() (in module blinklinmult.train.mlflow_utils) GRAPH_FILES (in module blinklinmult.paper) GRID_COLOUR (in module blinklinmult.live) ground_truth() (in module blinklinmult.pipeline) groups() (blinklinmult.train.metrics.BlinkMetrics method) H h5_path() (blinklinmult.data.datamodule.BlinkDataModule method) H5Writer (class in blinklinmult.data.writer) has_eye_feature (blinklinmult.data.schema.DatasetSpec property) has_quality_signals (blinklinmult.data.schema.DatasetSpec property) HEAD_GROUP (in module blinklinmult.train.optim) HEAD_OUTPUT_DIM (in module blinklinmult.train.model) HEAD_POSE (in module blinklinmult.data.schema) HEAD_POSE_DIM (in module blinklinmult.data.schema) HEAD_POSES (in module blinklinmult.pipeline) HF_MODEL_REPO (in module blinklinmult.registry) holm_adjust() (in module blinklinmult.compare.tests) I IDLE_SLEEP_SECONDS (in module blinklinmult.stream) IMAGE_CHANNELS (in module blinklinmult.data.schema) IMAGE_DATASETS (in module blinklinmult.data.schema) IMAGE_DTYPE (in module blinklinmult.data.writer) image_size (blinklinmult.data.embeddings.CacheKey attribute) IMAGENET_MEAN (in module blinklinmult.paper.session) (in module blinklinmult.registry) (in module blinklinmult.train.model) IMAGENET_STD (in module blinklinmult.paper.session) (in module blinklinmult.registry) (in module blinklinmult.train.model) interpolated_average_precision() (in module blinklinmult.train.events) Interval (class in blinklinmult.compare.bootstrap) (in module blinklinmult.train.events) INVALID_BLINK (in module blinklinmult.data.schema) is_video (blinklinmult.data.schema.DatasetSpec property) J JOIN_TIMEOUT_SECONDS (in module blinklinmult.stream) L LABEL_DTYPE (in module blinklinmult.data.writer) LABEL_HEIGHT (in module blinklinmult.live) LANDMARK_COLOUR (in module blinklinmult.overlay) LANDMARK_RADIUS (in module blinklinmult.overlay) LANDMARK_SOURCE (in module blinklinmult.data.schema) Latency (class in blinklinmult.bench.timing) latest (blinklinmult.live.ScoreHistory property) latest() (blinklinmult.stream.StreamingScorer method) LEFT (in module blinklinmult.data.schema) line() (blinklinmult.pipeline.Stage method) LINE_HEIGHT (in module blinklinmult.overlay) load_cached_threshold() (blinklinmult.train.callbacks.EventReport method) load_checkpoint() (in module blinklinmult.models) load_encoder_weights() (in module blinklinmult.train.model) load_onnx() (in module blinklinmult.paper.session) load_signals() (in module blinklinmult.train.callbacks) load_yaml() (in module blinklinmult.train.config) LOCALISATION_FAST (in module blinklinmult.pipeline) LOCALISATION_PRECISE (in module blinklinmult.pipeline) LOCALISATIONS (in module blinklinmult.pipeline) log_artifacts() (in module blinklinmult.train.mlflow_utils) logger (in module blinklinmult.data.datamodule) (in module blinklinmult.data.embeddings) (in module blinklinmult.data.omni) (in module blinklinmult.data.shards) (in module blinklinmult.data.stills) (in module blinklinmult.data.writer) (in module blinklinmult.detector) (in module blinklinmult.fit) (in module blinklinmult.models) (in module blinklinmult.overlay) (in module blinklinmult.paper.session) (in module blinklinmult.pipeline) (in module blinklinmult.stream) (in module blinklinmult.train.calibration) (in module blinklinmult.train.callbacks) (in module blinklinmult.train.cli) (in module blinklinmult.train.config) (in module blinklinmult.train.events) (in module blinklinmult.train.lr_find) (in module blinklinmult.train.metrics) (in module blinklinmult.train.mlflow_utils) (in module blinklinmult.train.model) (in module blinklinmult.train.module) (in module blinklinmult.train.optim) logit() (in module blinklinmult.train.calibration) LossError LOSSES (in module blinklinmult.train.config) low_operating_point (blinklinmult.train.callbacks.EventReport property) low_threshold (blinklinmult.fit.OperatingPoint property) lr (blinklinmult.train.module.BlinkLightningModule property) M MachineSpec (class in blinklinmult.bench.systems) main() (in module blinklinmult.train.cli) (in module blinklinmult.train.lr_find) MANIFEST_NAME (in module blinklinmult.data.embeddings) MASK_SUFFIX (in module blinklinmult.data.stills) masked_bce() (in module blinklinmult.train.losses) masked_dice() (in module blinklinmult.train.losses) masked_dice_bce() (in module blinklinmult.train.losses) masked_focal() (in module blinklinmult.train.losses) MaskedLoss (class in blinklinmult.train.losses) match() (in module blinklinmult.train.events) matches() (in module blinklinmult.train.events) MatchResult (class in blinklinmult.train.events) MAX_BLUR_SIGMA (in module blinklinmult.data.augment) MAX_BRIGHTNESS_DELTA (in module blinklinmult.data.augment) MAX_CONTRAST_DELTA (in module blinklinmult.data.augment) MAX_EPOCHS_FILE (in module blinklinmult.train.cli) MAX_PARAM_LENGTH (in module blinklinmult.train.mlflow_utils) MAX_ROTATION_DEGREES (in module blinklinmult.data.augment) MAX_SCALE_DELTA (in module blinklinmult.data.augment) MAX_SECONDS (in module blinklinmult.pipeline) MAX_TRANSLATE_FRACTION (in module blinklinmult.data.augment) MAX_WORKERS (in module blinklinmult.data.datamodule) mcnemar() (in module blinklinmult.compare.tests) merge_shards() (in module blinklinmult.data.shards) METADATA_KEYS (in module blinklinmult.data.schema) METRIC_NAMES (in module blinklinmult.train.metrics) MIN_CLUSTERS_FOR_INTERVAL (in module blinklinmult.compare.bootstrap) MIN_IMAGE_SIZE (in module blinklinmult.train.model) MIN_ONECYCLE_STEPS (in module blinklinmult.train.optim) MLflowConfig (class in blinklinmult.train.config) MODEL_FAMILIES (in module blinklinmult.train.config) MODEL_PREFIX (in module blinklinmult.models) ModelConfig (class in blinklinmult.train.config) ModelError ModelLoadError MODELS (in module blinklinmult.registry) ModelSpec (class in blinklinmult.registry) module blinklinmult blinklinmult.assets blinklinmult.bench blinklinmult.bench.systems blinklinmult.bench.timing blinklinmult.compare blinklinmult.compare.bootstrap blinklinmult.compare.clusters blinklinmult.compare.protocol blinklinmult.compare.tests blinklinmult.data blinklinmult.data.augment blinklinmult.data.collate blinklinmult.data.datamodule blinklinmult.data.embeddings blinklinmult.data.inspect blinklinmult.data.omni blinklinmult.data.schema blinklinmult.data.shards blinklinmult.data.stills blinklinmult.data.writer blinklinmult.detector blinklinmult.fit blinklinmult.live blinklinmult.models blinklinmult.overlay blinklinmult.paper blinklinmult.paper.session blinklinmult.pipeline blinklinmult.registry blinklinmult.stream blinklinmult.train blinklinmult.train.calibration blinklinmult.train.callbacks blinklinmult.train.cli blinklinmult.train.config blinklinmult.train.events blinklinmult.train.losses blinklinmult.train.lr_find blinklinmult.train.metrics blinklinmult.train.mlflow_utils blinklinmult.train.model blinklinmult.train.module blinklinmult.train.optim blinklinmult.train.phases MONITOR (in module blinklinmult.train.cli) MOTION_EPSILON (in module blinklinmult.train.phases) ms_per_frame (blinklinmult.bench.timing.Latency property) MultiTargetMetrics (class in blinklinmult.train.metrics) N n_samples (blinklinmult.data.schema.BuildStats property) needs_features (blinklinmult.paper.session.OnnxModel property) NO_BLINK (in module blinklinmult.data.schema) NO_CATEGORY (in module blinklinmult.data.schema) NO_GROUP (in module blinklinmult.train.metrics) NoFaceError O occluded_eyes() (in module blinklinmult.data.collate) occluded_side() (in module blinklinmult.pipeline) occlusion_share() (in module blinklinmult.data.inspect) OCCLUSION_YAW (in module blinklinmult.data.collate) on_fit_end() (blinklinmult.train.callbacks.TimeTrackingCallback method) on_fit_start() (blinklinmult.train.callbacks.TimeTrackingCallback method) on_test_batch_end() (blinklinmult.train.callbacks.AcceleratorCacheLimiter method) (blinklinmult.train.callbacks.TestCheckpointer method) on_test_end() (blinklinmult.train.callbacks.TestStateReleaser method) on_test_epoch_end() (blinklinmult.train.callbacks.EventReport method) (blinklinmult.train.callbacks.PerDatasetReport method) (blinklinmult.train.callbacks.PlotCallback method) (blinklinmult.train.callbacks.PredictionWriter method) (blinklinmult.train.module.BlinkLightningModule method) on_test_epoch_start() (blinklinmult.train.module.BlinkLightningModule method) on_test_start() (blinklinmult.train.callbacks.TestCheckpointer method) on_train_batch_end() (blinklinmult.train.callbacks.AcceleratorCacheLimiter method) on_train_epoch_end() (blinklinmult.train.callbacks.TimeTrackingCallback method) (blinklinmult.train.module.BlinkLightningModule method) on_train_epoch_start() (blinklinmult.train.callbacks.EpochPropagator method) (blinklinmult.train.callbacks.TimeTrackingCallback method) on_validation_batch_end() (blinklinmult.train.callbacks.AcceleratorCacheLimiter method) on_validation_epoch_end() (blinklinmult.train.callbacks.EventReport method) (blinklinmult.train.module.BlinkLightningModule method) on_validation_epoch_start() (blinklinmult.train.module.BlinkLightningModule method) OnnxModel (class in blinklinmult.paper.session) OPEN (in module blinklinmult.train.phases) OPENING (in module blinklinmult.train.phases) operating_point (blinklinmult.train.callbacks.EventReport property) OperatingPoint (class in blinklinmult.fit) OptimConfig (class in blinklinmult.train.config) OptimError OPTIMIZERS (in module blinklinmult.train.config) output_dim (blinklinmult.data.embeddings.CacheKey attribute) P p50_ms (blinklinmult.bench.timing.Latency property) p95_ms (blinklinmult.bench.timing.Latency property) p99_ms (blinklinmult.bench.timing.Latency property) PANEL_ALPHA (in module blinklinmult.overlay) PANEL_COLOUR (in module blinklinmult.overlay) parameter_groups() (in module blinklinmult.train.optim) parse_override() (in module blinklinmult.train.config) parse_sample_id() (in module blinklinmult.data.schema) peak_rss_mb() (in module blinklinmult.bench.systems) pending() (in module blinklinmult.data.shards) PerDatasetReport (class in blinklinmult.train.callbacks) PHASE_NAMES (in module blinklinmult.train.phases) PhaseError phases() (in module blinklinmult.train.phases) pin_threads() (in module blinklinmult.bench.systems) pinning_helps() (in module blinklinmult.data.datamodule) PipelineError plot() (in module blinklinmult.overlay) PLOT_BACKGROUND (in module blinklinmult.live) PLOT_HEIGHT (in module blinklinmult.live) PLOT_MARGIN (in module blinklinmult.live) PlotCallback (class in blinklinmult.train.callbacks) pool_curves() (in module blinklinmult.train.events) populated_splits() (in module blinklinmult.data.inspect) POSE_6DREPNET (in module blinklinmult.pipeline) POSE_GEOMETRIC (in module blinklinmult.pipeline) precision (blinklinmult.train.events.MatchResult property) PRECISIONS (in module blinklinmult.train.config) predict_step() (blinklinmult.train.module.BlinkLightningModule method) predictions() (blinklinmult.train.metrics.BlinkMetrics method) PredictionWriter (class in blinklinmult.train.callbacks) prepare_features() (blinklinmult.detector.BlinkDetector method) PRIMARY_FRAME_REDUCER (in module blinklinmult.train.metrics) PRIMARY_METRIC (in module blinklinmult.train.metrics) PROGRESS_EVERY (in module blinklinmult.pipeline) PROJECT_ROOT (in module blinklinmult) ProtocolError push() (blinklinmult.live.ScoreHistory method) (blinklinmult.stream.StreamingScorer method) Q QUALITY_SIGNALS (in module blinklinmult.data.schema) R read_field() (in module blinklinmult.data.inspect) read_shard() (in module blinklinmult.data.embeddings) recall (blinklinmult.train.events.MatchResult property) RELEASE_URL (in module blinklinmult.paper) release_validation_state() (blinklinmult.train.module.BlinkLightningModule method) remember_run_id() (in module blinklinmult.train.mlflow_utils) render() (in module blinklinmult.overlay) report_fps() (in module blinklinmult.train.cli) reportable (blinklinmult.compare.bootstrap.Interval property) resample() (in module blinklinmult.compare.clusters) reset() (blinklinmult.train.metrics.MultiTargetMetrics method) resolvable (blinklinmult.compare.protocol.CorpusReport property) resolve_specs() (blinklinmult.train.config.DataConfig method) restore() (blinklinmult.train.metrics.BlinkMetrics method) Result (class in blinklinmult.pipeline) resume_from() (in module blinklinmult.train.cli) RETIRED_1X_MODELS (in module blinklinmult.models) RIGHT (in module blinklinmult.data.schema) RSS_DIVISOR (in module blinklinmult.bench.systems) run() (in module blinklinmult.pipeline) (in module blinklinmult.train.cli) RUN_ID_FILE (in module blinklinmult.train.mlflow_utils) run_output_dir() (in module blinklinmult.train.cli) S SAMPLE_KEY (in module blinklinmult.data.schema) sample_keys() (in module blinklinmult.data.inspect) SAMPLE_SEPARATOR (in module blinklinmult.compare.clusters) save() (blinklinmult.train.callbacks.TestCheckpointer method) SCHEDULERS (in module blinklinmult.train.config) SCHEMA_VERSION (in module blinklinmult.data.schema) SchemaError score() (blinklinmult.detector.BlinkDetector method) score_long() (blinklinmult.detector.BlinkDetector method) ScoreHistory (class in blinklinmult.live) segment_iou() (in module blinklinmult.train.events) SEQUENCE_HEAD (in module blinklinmult.train.model) SEQUENCE_OUTPUT (in module blinklinmult.paper.session) SessionError set_epoch() (blinklinmult.data.datamodule.BlinkDataModule method) (blinklinmult.data.datamodule.StridedSubset method) setup() (blinklinmult.data.datamodule.BlinkDataModule method) shard_attrs() (in module blinklinmult.data.shards) shard_dir() (in module blinklinmult.data.shards) SHARD_DIRNAME (in module blinklinmult.data.shards) shard_path() (in module blinklinmult.data.embeddings) (in module blinklinmult.data.shards) SIDES (in module blinklinmult.pipeline) Signals (in module blinklinmult.compare.protocol) SIGNALS_FILENAME (in module blinklinmult.train.callbacks) SIGNALS_TARGET_KEY (in module blinklinmult.train.callbacks) SKIP_ARTIFACT_DIRS (in module blinklinmult.train.mlflow_utils) smooth() (in module blinklinmult.train.phases) SOURCE_KEY (in module blinklinmult.data.schema) spec() (in module blinklinmult.registry) SPLIT_ORDER (in module blinklinmult.data.inspect) Stage (class in blinklinmult.pipeline) start() (blinklinmult.stream.StreamingScorer method) state_path (blinklinmult.train.callbacks.TestCheckpointer property) StillConfig (class in blinklinmult.data.stills) StillFramesDataset (class in blinklinmult.data.stills) StillsError stop() (blinklinmult.stream.StreamingScorer method) stored_run_id() (in module blinklinmult.train.mlflow_utils) STRATEGIES (in module blinklinmult.data.datamodule) StreamingScorer (class in blinklinmult.stream) StreamScore (class in blinklinmult.stream) StridedSubset (class in blinklinmult.data.datamodule) strip_checkpoint() (in module blinklinmult.models) SUBSETS (in module blinklinmult.data.schema) SUPPORTED_TARGETS (in module blinklinmult.train.model) T tail_is_trustworthy (blinklinmult.bench.timing.Latency property) target_and_mask() (in module blinklinmult.data.collate) target_keys (blinklinmult.data.schema.DatasetSpec property) TARGET_KEYS (in module blinklinmult.data.schema) TARGET_PLACEHOLDER (in module blinklinmult.data.schema) TASK_BPD (in module blinklinmult.data.schema) TASK_ESR (in module blinklinmult.data.schema) TASK_TARGETS (in module blinklinmult.train.config) TASKS (in module blinklinmult.data.schema) (in module blinklinmult.train.config) temporal_iou() (in module blinklinmult.train.events) temporal_smoothness() (in module blinklinmult.train.losses) test_dataloader() (blinklinmult.data.datamodule.BlinkDataModule method) TEST_STATE_FILENAME (in module blinklinmult.train.callbacks) test_step() (blinklinmult.train.module.BlinkLightningModule method) TestCheckpointer (class in blinklinmult.train.callbacks) TestError TestStateReleaser (class in blinklinmult.train.callbacks) TEXT_COLOUR (in module blinklinmult.overlay) TEXT_ORIGIN (in module blinklinmult.overlay) threaded (blinklinmult.stream.StreamingScorer property) THRESHOLD_COLOUR (in module blinklinmult.live) THRESHOLD_FILENAME (in module blinklinmult.train.callbacks) threshold_path (blinklinmult.train.callbacks.EventReport property) time_callable() (in module blinklinmult.bench.timing) time_dim (blinklinmult.data.schema.DatasetSpec property) TimeTrackingCallback (class in blinklinmult.train.callbacks) TIMM_WEIGHTS (in module blinklinmult.train.model) TimmBackbone (class in blinklinmult.train.model) to_exclusive() (in module blinklinmult.train.events) to_flat_dict() (blinklinmult.train.config.ExperimentConfig method) to_intervals() (in module blinklinmult.train.events) TRACE_COLOUR (in module blinklinmult.live) TRACE_WIDTH (in module blinklinmult.live) train() (blinklinmult.train.model.EyeEncoder method) train_dataloader() (blinklinmult.data.datamodule.BlinkDataModule method) TrainConfig (class in blinklinmult.train.config) training_step() (blinklinmult.train.module.BlinkLightningModule method) truncate_params() (in module blinklinmult.train.mlflow_utils) TUNING_CRITERION (in module blinklinmult.train.callbacks) two_sided_p() (in module blinklinmult.compare.bootstrap) U unfold_time_from_batch() (in module blinklinmult.data.collate) unfreeze_module() (in module blinklinmult.train.cli) unified_specs() (in module blinklinmult.data.omni) UNIT_MEAN (in module blinklinmult.registry) UNIT_STD (in module blinklinmult.registry) UNKNOWN_EYE (in module blinklinmult.data.schema) unpack_batch() (in module blinklinmult.data.collate) update() (blinklinmult.train.metrics.BlinkMetrics method) (blinklinmult.train.metrics.MultiTargetMetrics method) USED_COLOUR (in module blinklinmult.overlay) uses_eye_features (blinklinmult.train.model.BlinkModel property) V V1_FEATURE_ORDER (in module blinklinmult.registry) val_dataloader() (blinklinmult.data.datamodule.BlinkDataModule method) valid_count (blinklinmult.train.metrics.BlinkMetrics property) validate() (blinklinmult.pipeline.Extraction method) validation_step() (blinklinmult.train.module.BlinkLightningModule method) VIDEO_DATASETS (in module blinklinmult.data.schema) W warming_up (blinklinmult.stream.StreamScore property) weight_for() (blinklinmult.train.config.TrainConfig method) WEIGHTS_DIR (in module blinklinmult) window_level_metrics() (in module blinklinmult.train.metrics) with_window() (blinklinmult.data.schema.DatasetSpec method) without_geometry() (blinklinmult.data.augment.AugmentConfig method) worker_count() (in module blinklinmult.data.datamodule) write_shard() (in module blinklinmult.data.embeddings) WriterError Y YAW_INDEX (in module blinklinmult.data.collate) YAW_LIMIT (in module blinklinmult.pipeline)