Index

_

__add__() (BroadcastMessage method) (ControllerPeer method) (ControlMessage method) (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (Dataset method) (FilterableDatasetUnwrapped method) (FilterableDatasetView method) (HTMLTableColumnDesc method) (JacDataset method) (LinearLayer method) (ListDataset method) (PipePeer method) (ProxyDataset method) (SequentialN method) (SessionIdentifier method) (shmarray method) (SlavePipe method) (UnicastMessage method) __call__() (AdvantageComputerBase method) (AsEnumAction method) (AugmentorExecutorBase method) (CenterCrop method), [1], [2] (ColorJitter method), [1], [2] (Compose method), [1], [2] (Crop method) (CythonCompiledFunction method) (DenormalizeBbox method) (DenormalizeCoor method) (DenormalizeCoordinates method) (DiscountedAdvantageComputer method) (DiscreteToMultiDiscrete method) (EpochBatchSampler method) (FiveCrop method) (GAEComputer method) (GradMulti method) (Grayscale method), [1], [2] (HFlip method) (ImageAugmentorExecutor method) (ImageCoordAugmentorExecutor method) (JacApplication method) (JacProcess method) (Lambda method), [1], [2] (LinearTransformation method), [1], [2] (Normalize method), [1], [2] (NormalizeBbox method) (NormalizeCoor method) (NormalizeCoordinates method) (ObservationNormalizer method) (Pad method), [1], [2], [3] (PadMultipleOf method), [1], [2], [3] (RandomApply method) (RandomChoice method) (RandomCrop method), [1], [2] (RandomGrayscale method), [1], [2] (RandomHorizontalFlip method), [1], [2] (RandomOrder method) (RandomResizedCrop method), [1], [2] (RandomRotation method), [1], [2] (RandomVerticalFlip method), [1], [2] (Resize method), [1], [2] (ResizeMultipleOf method) (Rotate method) (SampleBernoulli method) (SampleMultinomial method) (SetDeviceAction method) (SimpleBatchSampler method) (TenCrop method) (ToPILImage method) (TorchTestCase method) (ToTensor method), [1], [2] (TransformBase method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VarLengthCollateV1 method) (VarLengthCollateV2 method) (VarLengthCollateV3 method) (VFlip method) (ZeroGradV1 method) __floordiv__() (shmarray method) __init__() (AccumGrad method) (ActionSpaceBase method) (AdamW method) (AdvancedDataFlowBase method) (AdvantageComputerBase method) (AnyDimLinear method) (AsEnumAction method) (AsyncInferenceTask method) (AsyncModelInferencer method) (AtomicDecisionRule method) (AugmentorExecutorBase method) (AutoResetParametersMixin method) (AutoRestartProxy method) (AverageLoss method) (AverageMeter method) (BaseFileLock method) (BatchDataFlow method) (BatchedAsyncModelInferencer method) (BinaryCrossEntropyLossWithProbs method) (BlackHat method) (BooleanEvent method) (BroadcastInputPipe method) (BroadcastMessage method) (BroadcastOutputPipe method) (CallbackContext method) (CallbackRegistry method) (CenterCrop method), [1], [2] (ClientPipe method) (Clock method) (Closing method) (COCO method) (COCOeval method) (ColorJitter method), [1], [2] (CompatibleCrossEntropyLossWithProbs method) (CompatibleMSEProbabilityLoss method) (Compose method), [1], [2] (CompositionalActionSpace method) (ConcatenatedActionSpace method) (ConstantScheduler method) (ContinuousActionSpace method) (Controller method), [1] (ControllerPeer method) (ControllerPipeStorage method) (ControlMessage method) (Conv1d method) (Conv1dLayer method) (Conv2d method) (Conv2dLayer method) (Conv3d method) (Conv3dLayer method) (ConvNDBase method) (ConvNDLayerBase method) (ConvTranspose1d method) (ConvTranspose2d method) (ConvTranspose3d method) (ConvTransposeNDBase method) (CoordConv2D method) (CosineLoss method) (Counter method) (CounterBasedEvent method) (CounterBasedMonitor method) (Crop method) (CrossEntropyLossWithLogits method) (CrossEntropyLossWithProbs method) (CustomizedOptimizer method) (CustomKernel method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (CythonCompiledFunction method) (CythonJITCompiler method) (DataFlowBase method) (DataFlowMixer method) (DataLayout method) (DataLayoutSpec method) (DataLoaderPipeMaster method) (DataLoaderPipeSlave method) (Dataset method) (DecisionRule method) (Deconv1dLayer method) (Deconv2dLayer method) (Deconv3dLayer method) (DefaultRegistry method) (DefaultsManager method) (DenormalizeBbox method) (DenormalizeCoor method) (DenormalizeCoordinates method) (DependencyVisualizer method) (DictDataFlowProxy method) (DictGatherDataParallel method) (DictToBatchDataFlow method) (Dilation method) (DiscountedAdvantageComputer method) (DiscreteActionSpace method) (DiscreteToMultiDiscrete method) (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (EchoMessage method) (EchoToPipe method) (EmptyContext method) (EmptyDictDataFlow method) (EndEcho method) (Environ method) (EpochBatchSampler method) (EpochDataFlow method) (Erosion method) (EventRegistry method) (EventRegistryGroup method) (Expander method) (FileLockTimeout method) (FileOptions method) (FilterableDatasetUnwrapped method) (FilterableDatasetView method) (FiveCrop method) (ForwardContext method) (FutureResult method) (GAEComputer method) (GatherInputPipe method) (GatherOutputPipe method) (GaussianSmooth method) (GaussianSmoothTruncated method) (GeneralSoftmax method) (GradMulti method) (Grayscale method), [1], [2] (GroupMeters method) (GRULayer method) (GumbelSoftmax method) (GView method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HFlip method) (HistoryFrameProxy method) (HTMLTableColumnDesc method) (HTMLTableVisualizer method) (HybridNB method) (IENameMatcher method) (ImageAugmentorExecutor method) (ImageCoordAugmentorExecutor method) (ImageGradient method) (InMemorySessionManager method) (IterableDatasetMixin method) (JacApplication method) (JacArgumentParser method) (JacDataLoader method), [1] (JacDataLoaderIter method) (JacDataLoaderMultiGPUWrapper method) (JacDataParallel method) (JacDataset method) (JacLogFormatter method) (JacProcess method) (JacRandomState method) (JacRequestException method) (JacRequestHandler method) (KeyboardInterruptContext method) (KVBasedSessionManager method) (KVStoreBase method) (KVStoreDataFlow method) (KVStoreRandomSampleDataFlow method) (Lambda method), [1], [2] (Laplacian method) (LayerNorm method) (LearnedPositionalEmbedding method) (LimitLengthProxy method) (LinearClassificationModel method) (LinearLayer method) (LinearRegressionModel method) (LinearScheduler method) (LinearTransformation method), [1], [2] (LinearValueRegressor method) (ListDataset method) (ListOfArrayDataFlow method) (ListToFill method) (LMDBKVStore method) (LOARandomSampleDataFlow method) (LockRegistry method) (LSTMLayer method) (MapActionProxy method) (MapDataFlow method) (MapStateProxy method) (MaximumSmooth method) (MaxPoolingKernelDef method) (MazeEnv method) (MemcachedKVStore method) (MemcachedSessionManager method) (MemKVStore method) (MLPClassificationModel method) (MLPLayer method) (MLPModel method) (MLPRegressionModel method) (ModelInferencer method) (ModelIOKeysMixin method) (ModelTrainer method) (MonotonicSchedulerBase method) (MorphologicalGradient method) (MorphologyOp method) (MoveRightEnv method) (MPLibExtension method) (MSELoss method) (MTCoordinatorEvent method) (MujocoGymRecorder method) (NameMatcher method) (NameServer method) (NameServerControllerStorage method) (NeuralLogicInference method) (NeuralLogicInferenceBase method) (NeuralLogicLayer method) (NeuralLogicMachine method) (NeuralLogitsInference method) (NNEnv method) (Node method) (NOPFillProxy method) (Normalize method), [1], [2] (NormalizeBbox method) (NormalizeCoor method) (NormalizeCoordinates method) (NormalizedBoxSmooth method) (ObservationNormalizer method) (Opening method) (OptimizerGroup method) (OrderedSet method) (Pack method) (Pad method), [1], [2], [3] (PadMultipleOf method), [1], [2], [3] (Params method) (Permutation method) (PipeBase method) (PipePeer method) (Pool method) (PoolDataFlow method) (PoolRandomSampleDataFlow method) (PrintToStringContext method) (ProbabilityBilinear method) (ProbabilityLinear method) (ProbabilityNLinear method) (ProxyDataFlowBase method) (ProxyDataset method) (ProxyRLEnvBase method) (PTBNode method) (QueueDataFlow method) (RandomApply method) (RandomChoice method) (RandomCrop method), [1], [2] (RandomGrayscale method), [1], [2] (RandomHorizontalFlip method), [1], [2] (RandomIndexDataFlow method) (RandomizedDataFlowBase method) (RandomOrder method) (RandomRepeatDataFlow method) (RandomResizedCrop method), [1], [2] (RandomRotation method), [1], [2] (RandomVerticalFlip method), [1], [2] (RecurrentNeuralLogicMachine method) (Reducer method) (Registry method) (RegistryGroup method) (RenamedDictSamplerBase method) (RepeatActionProxy method) (ReplicationCallbackDataParallel method) (ResidualConvBlock method) (ResidualConvBottleneck method) (ResidualGRU method) (ResidualLinear method) (Resize method), [1], [2] (ResizeConv1d method) (ResizeConv2d method) (ResizeConv3d method) (ResizeConvBase method) (ResizeMultipleOf method) (ResNet method) (RLEnvBase method) (RNNLayer method) (RNNLayerBase method) (Rotate method) (SampleBernoulli method) (SampleMultinomial method) (SaverContext method) (Scharr method) (SequenceConvWrapper method) (SequentialN method) (ServerPipe method) (Service method) (ServiceException method) (Session method) (SessionIdentifier method) (SessionManagerBase method) (SetDeviceAction method) (shmarray method) (SimpleBatchSampler method) (SimpleDataFlowBase method) (SimpleEventRegistry method) (SimpleRLEnvBase method) (SlavePipe method) (SlotAttrObject method) (SmoothL1Loss method) (Sobel method) (SobelBase method) (SocketClient method) (SocketServer method) (SoftFileLock method) (StateDictKeyError method) (StrictG method) (StringQueue method) (SyncMaster method) (TBGroupMeters method) (TBLogger method) (TenCrop method) (TopHat method) (ToPILImage method) (TorchApplyRecorderMixin method) (TorchTestCase method) (ToTensor method), [1], [2] (TQDMPool method) (TrainerEnv method) (TransformBase method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (TransformGuide method) (TransparentAttributeProxy method) (UnicastMessage method) (UniqueValueGetter method) (UnixFileLock method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method) (ValueScheduler method) (VarLengthCollateV1 method) (VarLengthCollateV2 method) (VarLengthCollateV3 method) (VFlip method) (VGG method) (WindowsFileLock method) (WordEmbedding method) (ZeroGradV1 method)

__mul__() (BroadcastMessage method) (ControllerPeer method) (ControlMessage method) (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (HTMLTableColumnDesc method) (LinearLayer method) (PipePeer method) (SequentialN method) (SessionIdentifier method) (shmarray method) (SlavePipe method) (UnicastMessage method) __new__() (AccumGrad method) (ActionSpaceBase method) (AdamW method) (AdvancedDataFlowBase method) (AdvantageComputerBase method) (AsEnumAction method) (AsyncInferenceTask method) (AsyncModelInferencer method) (AtomicDecisionRule method) (AugmentorExecutorBase method) (AutoResetParametersMixin method) (AutoRestartProxy method) (AverageMeter method) (BaseFileLock method) (BatchDataFlow method) (BatchedAsyncModelInferencer method) (BooleanEvent method) (BroadcastInputPipe method) (BroadcastMessage static method) (BroadcastOutputPipe method) (CallbackContext method) (CallbackRegistry method) (CenterCrop method) (ClientPipe method) (Clock method) (COCO method) (COCOeval method) (ColorJitter method) (Compose method), [1], [2] (CompositionalActionSpace method) (ConcatenatedActionSpace method) (ConstantScheduler method) (ContinuousActionSpace method) (Controller method), [1] (ControllerPeer static method) (ControlMessage static method) (ConvBorderMode method) (ConvPaddingMode method) (Counter method) (CounterBasedEvent method) (CounterBasedMonitor method) (Crop method) (CustomizedOptimizer method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (CythonCompiledFunction method) (CythonJITCompiler method) (DataFlowBase method) (DataFlowMixer method) (DataLayout method) (DataLayoutSpec method) (DataLayoutType method) (DataLoaderPipeMaster method) (DataLoaderPipeSlave method) (Dataset method) (DecisionRule method) (DecisionRuleFormat method) (DeconvAlgo method) (DefaultRegistry method) (DefaultsManager method) (DenormalizeBbox method) (DenormalizeCoor method) (DenormalizeCoordinates method) (DependencyVisualizer method) (DeviceNameFormat method) (DictDataFlowProxy method) (DictToBatchDataFlow method) (DiscountedAdvantageComputer method) (DiscreteActionSpace method) (DiscreteToMultiDiscrete method) (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (EchoMessage method) (EchoToPipe method) (EmptyContext method) (EmptyDictDataFlow method) (EndEcho method) (Environ method) (EpochBatchSampler method) (EpochDataFlow method) (EventRegistry method) (EventRegistryGroup method) (FileLockTimeout method) (FileOptions method) (FilterableDatasetUnwrapped method) (FilterableDatasetView method) (FiveCrop method) (ForwardContext method) (FutureResult method) (GAEComputer method) (GatherInputPipe method) (GatherOutputPipe method) (GradMulti method) (Grayscale method) (GroupMeters method) (GView method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HeatmapNormalization method) (HFlip method) (HistoryFrameProxy method) (HTMLTableColumnDesc static method) (HTMLTableVisualizer method) (HybridNB method) (IENameMatcher method) (ImageAugmentorExecutor method) (ImageCoordAugmentorExecutor method) (InMemorySessionManager method) (IterableDatasetMixin method) (JacApplication method) (JacArgumentParser method) (JacDataLoader method), [1] (JacDataLoaderIter method) (JacDataLoaderMultiGPUWrapper method) (JacDataset method) (JacLogFormatter method) (JacProcess method) (JacRandomState method) (JacRequestException method) (JacRequestHandler method) (KeyboardInterruptContext method) (KVBasedSessionManager method) (KVStoreBase method) (KVStoreDataFlow method) (KVStoreRandomSampleDataFlow method) (Lambda method), [1], [2] (LimitLengthProxy method) (LinearScheduler method) (LinearTransformation method) (LinearValueRegressor method) (ListDataset method) (ListOfArrayDataFlow method) (LMDBKVStore method) (LOARandomSampleDataFlow method) (LockRegistry method) (LossAverageMethod method) (LSDirectoryReturnType method) (MapActionProxy method) (MapDataFlow method) (MapStateProxy method) (MaxPoolingKernelDef method) (MazeEnv method) (MemcachedKVStore method) (MemcachedSessionManager method) (MemKVStore method) (ModelInferencer method) (ModelIOKeysMixin method) (ModelTrainer method) (MonotonicSchedulerBase method) (MorphologyKernelType method) (MoveRightEnv method) (MPLibExtension method) (MTCoordinatorEvent method) (MujocoGymRecorder method) (MujocoObjectType method) (NaiveBayesianDistribution method) (NameMatcher method) (NameServer method) (NameServerControllerStorage method) (NeuralLogicInferenceMethod method) (NNEnv method) (Node method) (NOPFillProxy method) (Normalize method) (NormalizeBbox method) (NormalizeCoor method) (NormalizeCoordinates method) (ObservationNormalizer method) (OptimizerGroup method) (OrderedSet method) (Pack method) (Pad method), [1], [2] (PadMultipleOf method), [1], [2], [3] (Params method) (PipeBase method) (PipePeer static method) (Pool method) (PoolDataFlow method) (PoolRandomSampleDataFlow method) (PrintToStringContext method) (ProbabilityNLinear static method) (ProxyDataFlowBase method) (ProxyDataset method) (ProxyRLEnvBase method) (PTBNode method) (QueueDataFlow method) (RandomChoice method) (RandomCrop method) (RandomGrayscale method) (RandomHorizontalFlip method) (RandomIndexDataFlow method) (RandomizedDataFlowBase method) (RandomOrder method) (RandomRepeatDataFlow method) (RandomResizedCrop method) (RandomRotation method) (RandomVerticalFlip method) (Registry method) (RegistryGroup method) (RenamedDictSamplerBase method) (RepeatActionProxy method) (Resize method) (ResizeMultipleOf method) (RLEnvBase method) (Rotate method) (SampleBernoulli method) (SampleMultinomial method) (SaverContext method) (ServerPipe method) (Service method) (ServiceException method) (SessionIdentifier static method) (SessionManagerBase method) (SetDeviceAction method) (shmarray static method) (ShuffleType method) (SimpleBatchSampler method) (SimpleDataFlowBase method) (SimpleEventRegistry method) (SimpleRLEnvBase method) (SlavePipe static method) (SlotAttrObject method) (SocketClient method) (SocketServer method) (SoftFileLock method) (SoftmaxImplmentation method) (StateDictKeyError method) (StepMaskSelectionMode method) (StringQueue method) (SyncMaster method) (TBGroupMeters method) (TBLogger method) (TenCrop method) (ToPILImage method) (TorchTestCase method) (ToTensor method), [1], [2] (TQDMPool method) (TrainerEnv method) (TransformBase method) (TransformDataTypes method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (TransformGuide method) (TransparentAttributeProxy method) (UnicastMessage static method) (UniqueValueGetter method) (UnixFileLock method) (ValueScheduler method) (VarLengthCollateMode method) (VarLengthCollateV1 method) (VarLengthCollateV2 method) (VarLengthCollateV3 method) (VarLengthCollateV3Mode method) (VFlip method) (WindowsFileLock method) (ZeroGradV1 method)

A

AccumGrad (class in jactorch.optim.accum_grad) accumulate() (COCOeval method) acquire() (BaseFileLock method) (SoftFileLock method) (UnixFileLock method) (WindowsFileLock method) action() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method) action_delta (CustomLavaWorldEnv property) (MazeEnv property) action_mapping (CustomLavaWorldEnv property) (MazeEnv property) action_meanings (ActionSpaceBase property) (CompositionalActionSpace property) (ConcatenatedActionSpace property) (ContinuousActionSpace property) (DiscreteActionSpace property) action_space (AutoRestartProxy property) (CustomLavaWorldEnv property) (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) (GymAtariRLEnv property) (GymMarioRLEnv property) (GymPreventStuckProxy property) (GymRLEnv property) (HistoryFrameProxy property) (LimitLengthProxy property) (MapActionProxy property) (MapStateProxy property) (MazeEnv property) (MoveRightEnv property) (NOPFillProxy property) (ProxyRLEnvBase property) (RepeatActionProxy property) (RLEnvBase property) (SimpleRLEnvBase property) (TransparentAttributeProxy property) ActionSpaceBase (class in jaclearn.rl.space) activate() (AsyncModelInferencer method) (BatchedAsyncModelInferencer method) (BroadcastInputPipe method) (BroadcastOutputPipe method) (ClientPipe method) (EchoToPipe method) (GatherInputPipe method) (GatherOutputPipe method) (ModelInferencer method) (ServerPipe method) (SocketClient method) (SocketServer method) AdamW (class in jactorch.optim.weight_decay) add_accuracy() (ForwardContext method) add_argument() (JacArgumentParser method) add_argument_group() (JacArgumentParser method) add_bbox_patches() (in module jaclearn.visualize.box) add_dim() (in module jactorch.functional.shape) add_dim_as_except() (in module jactorch.functional.shape) add_extra_args() (CythonJITCompiler method) add_handlers() (JacApplication method) add_header() (JacRequestHandler method) add_loss() (ForwardContext method) add_mutually_exclusive_group() (JacArgumentParser method) add_output() (ForwardContext method) add_param_group() (AdamW method) add_subparsers() (JacArgumentParser method) add_transform() (JacApplication method) addClassCleanup() (TorchTestCase class method) addCleanup() (TorchTestCase method) addr (MemcachedKVStore attribute) (PipePeer attribute) addTypeEqualityFunc() (TorchTestCase method) AdvancedDataFlowBase (class in jaclearn.dataflow.dataflow) AdvantageComputerBase (class in jaclearn.rl.algo.advantage) affine() (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) ALIGNED (shmarray attribute) ALL (LossAverageMethod attribute) all() (shmarray method) all_funcs (CythonJITCompiler attribute) allowed_events (SimpleEventRegistry property) annToMask() (COCO method) annToRLE() (COCO method) any() (shmarray method) AnyDimLinear (class in jactorch.nn.linear) append() (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (LinearLayer method) (ListToFill method) (OrderedSet method) (SequentialN method) append_child() (Node method) (PTBNode method) append_rule() (NameMatcher method) append_stat() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method)

apply() (GradMulti class method) (SampleBernoulli class method) (SampleMultinomial class method) (ZeroGradV1 class method) apply_affine_transform() (in module jactorch.transforms.coor.functional) area() (in module jaclearn.vision.coco.pycocotools.mask) argmax() (shmarray method) argmin() (shmarray method) argpartition() (shmarray method) args_re (CythonJITCompiler attribute) argsort() (shmarray method) as_cpu() (in module jactorch.utils.meta) as_cuda() (in module jactorch.utils.meta) as_default() (ForwardContext method) (JacRandomState method) (TransformGuide method) as_detached() (in module jactorch.utils.meta) as_dict() (Environ method) as_dict_ref() (Environ method) as_file_descriptor() (in module jacinle.io.fs) as_float() (in module jactorch.utils.meta) as_list() (OrderedSet method) as_numpy() (in module jactorch.utils.meta) as_rotation() (in module jaclearn.math.rotation) as_tensor() (in module jactorch.utils.meta) as_variable() (in module jactorch.utils.meta) AsEnumAction (class in jacinle.cli.argument) assert_() (TorchTestCase method) assert_instance() (in module jacinle.utils.meta) assert_none() (in module jacinle.utils.meta) assert_notnone() (in module jacinle.utils.meta) assert_valid() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) assertAlmostEqual() (TorchTestCase method) assertAlmostEquals() (TorchTestCase method) assertCountEqual() (TorchTestCase method) assertDictContainsSubset() (TorchTestCase method) assertDictEqual() (TorchTestCase method) assertEqual() (TorchTestCase method) assertEquals() (TorchTestCase method) assertFalse() (TorchTestCase method) assertGreater() (TorchTestCase method) assertGreaterEqual() (TorchTestCase method) assertIn() (TorchTestCase method) assertIs() (TorchTestCase method) assertIsInstance() (TorchTestCase method) assertIsNone() (TorchTestCase method) assertIsNot() (TorchTestCase method) assertIsNotNone() (TorchTestCase method) assertLess() (TorchTestCase method) assertLessEqual() (TorchTestCase method) assertListEqual() (TorchTestCase method) assertLogs() (TorchTestCase method) assertMultiLineEqual() (TorchTestCase method) assertNoLogs() (TorchTestCase method) assertNotAlmostEqual() (TorchTestCase method) assertNotAlmostEquals() (TorchTestCase method) assertNotEqual() (TorchTestCase method) assertNotEquals() (TorchTestCase method) assertNotIn() (TorchTestCase method) assertNotIsInstance() (TorchTestCase method) assertNotRegex() (TorchTestCase method) assertNotRegexpMatches() (TorchTestCase method) assertRaises() (TorchTestCase method) assertRaisesRegex() (TorchTestCase method) assertRaisesRegexp() (TorchTestCase method) assertRegex() (TorchTestCase method) assertRegexpMatches() (TorchTestCase method) assertSequenceEqual() (TorchTestCase method) assertSetEqual() (TorchTestCase method) assertTensorClose() (TorchTestCase method) assertTrue() (TorchTestCase method) assertTupleEqual() (TorchTestCase method) assertWarns() (TorchTestCase method) assertWarnsRegex() (TorchTestCase method) asshape() (in module jacinle.utils.argument) assign_index() (PTBNode method) astuple() (in module jacinle.utils.argument) astype() (shmarray method) async_copy_to() (in module jactorch.cuda.copy) AsyncInferenceTask (class in jactorch.quickstart.inference) AsyncModelInferencer (class in jactorch.quickstart.inference) atanh() (in module jactorch.functional.arith) AtomicDecisionRule (class in jaclearn.logic.decision_tree.rule) attach() (Node method) (PTBNode method) AugmentorExecutorBase (class in jaclearn.imageaug.executor) authkey (JacProcess property) auto_close() (in module jacinle.io.common) auto_image_grid_mplib() (in module jaclearn.visualize.imgrid) auto_travis() (in module jacinle.jit.cext.travis) automake() (in module jaclearn.rl.simulator) AutoResetParametersMixin (class in jactorch.nn.simple) AutoRestartProxy (class in jaclearn.rl.proxy) available (MemcachedKVStore attribute) AverageLoss (class in jactorch.nn.losses) AverageMeter (class in jacinle.utils.meter) avg (AverageMeter attribute) (GroupMeters property) (TBGroupMeters property) axisangle2quat() (in module jaclearn.math.rotation)

B

backward() (GradMulti static method) (SampleBernoulli static method) (SampleMultinomial static method) (ZeroGradV1 static method) BASE (LSDirectoryReturnType attribute) base (shmarray attribute) base_dataset (ProxyDataset property) BaseFileLock (class in jacinle.utils.filelock) batch_default_filler() (in module jaclearn.dataflow.batch) batch_logmatmulexp() (in module jactorch.functional.loglinear) batch_size (JacDataLoader attribute) BatchDataFlow (class in jaclearn.dataflow.batch) batched_index_select() (in module jactorch.functional.indexing) BatchedAsyncModelInferencer (class in jactorch.quickstart.inference) batchify() (in module jacinle.nd.batch) BBOX (TransformDataTypes attribute) begin() (IENameMatcher method) (NameMatcher method) begin_html() (HTMLTableVisualizer method) begin_table() (HTMLTableVisualizer method) BEHAVED (shmarray attribute) BERNOULLI (NaiveBayesianDistribution attribute) beta() (JacRandomState method) binarize_tree() (in module jaclearn.nlp.tree.constituency)

binary_classification_accuracy() (ForwardContext method) (in module jactorch.train.monitor) binary_classification_accuracy_4() (in module jactorch.train.monitor) BinaryCrossEntropyLossWithProbs (class in jactorch.nn.losses) bind_args() (in module jacinle.utils.inspect) bind_to_random_ipc() (in module jacinle.concurrency.zmq_utils) binomial() (JacRandomState method) black_hat() (in module jactorch.vision.morphology) BlackHat (class in jactorch.vision.morphology) BODY (MujocoObjectType attribute) BooleanEvent (class in jacinle.concurrency.event) breadth (Node property) (PTBNode property) brightness() (in module jacinle.image.imgproc) brightness_augment() (in module jaclearn.imageaug.photography) broadcast() (in module jactorch.functional.shape) (MTCoordinatorEvent method) broadcast_as_except() (in module jactorch.functional.shape) BroadcastInputPipe (class in jacinle.comm.broadcast) BroadcastMessage (class in jacinle.comm.distrib.controller) BroadcastOutputPipe (class in jacinle.comm.broadcast) build_func() (CythonJITCompiler method) bytes() (JacRandomState method) byteswap() (shmarray method)

C

C_CONTIGUOUS (shmarray attribute) cached_property() (in module jacinle.utils.cache) cached_result() (in module jacinle.utils.cache) call() (Service method) (SocketClient method) call_bbox() (ColorJitter method) (Crop method) (DenormalizeCoordinates method) (FiveCrop method) (Grayscale method) (HFlip method) (LinearTransformation method) (Normalize method) (NormalizeCoordinates method) (Pad method) (RandomGrayscale method) (Resize method) (TenCrop method) (ToPILImage method) (ToTensor method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VFlip method) call_coor() (ColorJitter method) (Crop method) (DenormalizeCoordinates method) (FiveCrop method) (Grayscale method) (HFlip method) (LinearTransformation method) (Normalize method) (NormalizeCoordinates method) (Pad method) (RandomGrayscale method) (Resize method) (TenCrop method) (ToPILImage method) (ToTensor method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VFlip method) call_feed_dict() (CenterCrop method) (ColorJitter method) (Crop method) (DenormalizeCoordinates method) (FiveCrop method) (Grayscale method) (HFlip method) (LinearTransformation method) (Normalize method) (NormalizeCoordinates method) (Pad method) (PadMultipleOf method) (RandomCrop method) (RandomGrayscale method) (RandomHorizontalFlip method) (RandomResizedCrop method) (RandomRotation method) (RandomVerticalFlip method) (Resize method) (ResizeMultipleOf method) (Rotate method) (TenCrop method) (ToPILImage method) (ToTensor method) (TransformBase method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VFlip method) call_get_configs() (SocketServer method) call_get_conn_info() (SocketServer method) call_get_identifier() (SocketServer method) call_get_name() (SocketServer method) call_get_signature() (SocketServer method) call_get_spec() (SocketServer method) call_image() (ColorJitter method) (Crop method) (DenormalizeCoordinates method) (FiveCrop method) (Grayscale method) (HFlip method) (LinearTransformation method) (Normalize method) (NormalizeCoordinates method) (Pad method) (RandomGrayscale method) (Resize method) (TenCrop method) (ToPILImage method) (ToTensor method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VFlip method) call_query() (SocketServer method) CallbackContext (class in jactorch.parallel.replication_callback) CallbackRegistry (class in jacinle.utils.registry) canonize_args_list() (in module jacinle.utils.argument) canonize_link() (HTMLTableVisualizer method) canonlize_device_name() (in module jacinle.cli.device) canvas (CustomLavaWorldEnv property) (MazeEnv property) canvas_size (CustomLavaWorldEnv property) (MazeEnv property) CARRAY (shmarray attribute) cdef_function_re (CythonJITCompiler attribute) cdef_re (CythonJITCompiler attribute) center_crop() (in module jacinle.image.imgproc) (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) CenterCrop (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) CHANNEL_FIRST (ShuffleType attribute) CHANNEL_LAST (ShuffleType attribute) check() (MTCoordinatorEvent method) check_etag_header() (JacRequestHandler method) check_integrity() (in module jacinle.io.network) check_module_exist() (CythonJITCompiler method) check_msgpack() (in module jacinle.concurrency.packing) check_pickle() (in module jacinle.concurrency.packing) check_prob_normalization() (in module jactorch.functional.probability) check_pyarrow() (in module jacinle.concurrency.packing) check_source_updated() (CythonJITCompiler method) check_worker_number_rationality() (JacDataLoader method) check_xsrf_cookie() (JacRequestHandler method) chisquare() (JacRandomState method) choice() (in module jactorch.functional.sampling) (JacRandomState method) choice_list() (JacRandomState method) choice_names() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) choice_objs() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) choice_values() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) choose() (shmarray method) class_name() (in module jacinle.utils.inspect) class_name_of_method() (in module jacinle.utils.inspect) classification_accuracy() (ForwardContext method) (in module jactorch.train.monitor) classname_to_tuple() (in module jacinle.utils.imp) cleanup_source() (CythonJITCompiler method) clear() (BooleanEvent method) (CounterBasedEvent method) (JacRequestHandler method)

clear_all_cookies() (JacRequestHandler method) clear_cookie() (JacRequestHandler method) clear_header() (JacRequestHandler method) clear_stats() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method) ClientPipe (class in jacinle.comm.cs) clip() (in module jacinle.image.imgproc) (shmarray method) clip_decorator() (in module jacinle.image.imgproc) Clock (class in jacinle.utils.meta) clone() (Environ method) (Node method) (PTBNode method) (SlotAttrObject method) close() (BlackHat method) (Closing method) (Dilation method) (Erosion method) (GymMarioRLEnv method) (in module jactorch.vision.morphology) (JacProcess method) (MorphologicalGradient method) (MorphologyOp method) (Opening method) (TopHat method) close_socket() (Controller method) Closing (class in jactorch.vision.morphology) COCO (class in jaclearn.vision.coco.pycocotools.coco) COCOeval (class in jaclearn.vision.coco.pycocotools.cocoeval) coeffs (LinearValueRegressor attribute) COLLATE (VarLengthCollateV3Mode attribute) collect() (FilterableDatasetView method) color_augment_pack() (in module jaclearn.imageaug.photography) colored() (in module jacinle.utils.printing) ColorJitter (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) CompatibleCrossEntropyLossWithProbs (class in jactorch.nn.losses) CompatibleMSEProbabilityLoss (class in jactorch.nn.losses) compile() (CythonJITCompiler method) (NameMatcher method) Compose (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) compose_bianry_tree_step_masks() (in module jaclearn.nlp.tree.constituency) compose_param_groups() (in module jactorch.graph.parameter) CompositionalActionSpace (class in jaclearn.rl.space) compress() (shmarray method) compute_etag() (JacRequestHandler method) compute_gae() (in module jaclearn.rl.algo.math) compute_padding_shape() (in module jactorch.nn.cnn.functional) computeIoU() (COCOeval method) computeOks() (COCOeval method) CONCAT (DataLayoutType attribute) (VarLengthCollateMode attribute) concat() (in module jactorch.data.layout) concat_shape() (in module jactorch.functional.shape) ConcatenatedActionSpace (class in jaclearn.rl.space) cond_with() (in module jacinle.utils.meta) cond_with_group() (in module jacinle.utils.meta) conj() (shmarray method) conjugate() (shmarray method) conn_info (BroadcastOutputPipe property) (GatherInputPipe property) (ServerPipe property) (SocketServer property) connection (MemcachedKVStore property) CONSTANT (ConvBorderMode attribute) ConstantScheduler (class in jacinle.utils.value_scheduler) contains() (DiscreteToMultiDiscrete method) (NameServerControllerStorage method) ContinuousActionSpace (class in jaclearn.rl.space) contrast() (in module jacinle.image.imgproc) contrast_augment() (in module jaclearn.imageaug.photography) control() (in module jacinle.comm.distrib.controller) Controller (class in jacinle.comm.distrib.controller) (class in jaclearn.rl.simulator.controller) controller (DistribBroadcastPipeBase property) (DistribInputPipe property) (DistribOutputPipe property) (PipeBase property) ControllerPeer (class in jacinle.comm.distrib.controller) ControllerPipeStorage (class in jacinle.comm.distrib.controller) ControlMessage (class in jacinle.comm.distrib.controller) Conv1d (class in jactorch.nn.cnn.conv) Conv1dLayer (class in jactorch.nn.cnn.layers) Conv2d (class in jactorch.nn.cnn.conv) Conv2dLayer (class in jactorch.nn.cnn.layers) Conv3d (class in jactorch.nn.cnn.conv) Conv3dLayer (class in jactorch.nn.cnn.layers) ConvBorderMode (class in jactorch.nn.cnn.functional) convert_arg_line_to_args() (JacArgumentParser method) converter() (JacLogFormatter method) ConvNDBase (class in jactorch.nn.cnn.conv) ConvNDLayerBase (class in jactorch.nn.cnn.layers) ConvPaddingMode (class in jactorch.nn.cnn.functional) CONVTRANSPOSE (DeconvAlgo attribute) ConvTranspose1d (class in jactorch.nn.cnn.conv) ConvTranspose2d (class in jactorch.nn.cnn.conv) ConvTranspose3d (class in jactorch.nn.cnn.conv) ConvTransposeNDBase (class in jactorch.nn.cnn.conv) cookies (JacRequestHandler property) COOR (TransformDataTypes attribute) CoordConv (in module jactorch.nn.cnn.coord_conv) CoordConv2D (class in jactorch.nn.cnn.coord_conv) copy() (ControllerPipeStorage method) (GView method) (shmarray method) copy_history() (HistoryFrameProxy method) cosine_distance() (in module jactorch.functional.kernel) CosineLoss (class in jactorch.nn.losses) count (AverageMeter attribute) (GroupMeters property) (TBGroupMeters property) count() (BroadcastMessage method) (ControllerPeer method) (ControlMessage method) (HTMLTableColumnDesc method) (PipePeer method) (SessionIdentifier method) (SlavePipe method) (UnicastMessage method) countdown (ControlMessage attribute) Counter (class in jacinle.concurrency.counter) CounterBasedEvent (class in jacinle.concurrency.counter) CounterBasedMonitor (class in jacinle.concurrency.counter) countTestCases() (TorchTestCase method) create() (in module jacinle.concurrency.shmarray) create_copy() (in module jacinle.concurrency.shmarray) create_signed_value() (JacRequestHandler method) create_template_loader() (JacRequestHandler method) createIndex() (COCO method) Crop (class in jactorch.transforms.vision.transforms) crop() (in module jacinle.image.imgproc) (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) (in module jactorch.transforms.vision.functional.image) CROSS (MorphologyKernelType attribute) CrossEntropyLoss (in module jactorch.nn.losses) CrossEntropyLossWithLogits (class in jactorch.nn.losses) CrossEntropyLossWithProbs (class in jactorch.nn.losses) csock (ControllerPeer attribute) css (HTMLTableColumnDesc attribute) ctypes (shmarray attribute) cuda_time() (in module jactorch.train.env) cumprod() (shmarray method) cumsum() (shmarray method) current_point (CustomLavaWorldEnv property) (MazeEnv property) current_state (AutoRestartProxy property) (CustomLavaWorldEnv property) (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) (GymAtariRLEnv property) (GymMarioRLEnv property) (GymPreventStuckProxy property) (GymRLEnv property) (HistoryFrameProxy property) (LimitLengthProxy property) (MapActionProxy property) (MapStateProxy property) (MazeEnv property) (MoveRightEnv property) (NOPFillProxy property) (ProxyRLEnvBase property) (RepeatActionProxy property) (RLEnvBase property) (SimpleRLEnvBase property) (TransparentAttributeProxy property) current_user (JacRequestHandler property) custom_kernel() (in module jactorch.vision.conv) CustomizedOptimizer (class in jactorch.optim.custom_optimizer_base) CustomKernel (class in jactorch.vision.conv) CustomLavaWorldEnv (class in jaclearn.rl.envs.maze.maze) CustomLavaWorldTaxiEnv (class in jaclearn.rl.envs.maze.taxi) CustomTaxiEnv (class in jaclearn.rl.envs.maze.taxi) cycle() (in module jaclearn.dataflow.utils) cycle_n() (in module jaclearn.dataflow.utils) CythonCompiledFunction (class in jacinle.jit.cython.jit_compile) CythonJITCompiler (class in jacinle.jit.cython.jit_compile)

D

daemon (JacProcess property) data (shmarray attribute) data_parallel_dict_gather() (in module jactorch.parallel.dict_gather) data_received() (JacRequestHandler method) DataFlowBase (class in jaclearn.dataflow.dataflow) DataFlowMixer (class in jaclearn.dataflow.utils) DataLayout (class in jactorch.data.layout) DataLayoutSpec (class in jactorch.data.layout) DataLayoutType (class in jactorch.data.layout) DataLoaderPipeMaster (class in jactorch.data.dataloader.dataloader) DataLoaderPipeSlave (class in jactorch.data.dataloader.dataloader) Dataset (class in jactorch.data.dataset) dataset (JacDataLoader attribute) date (JacLogFormatter attribute) date_full (JacLogFormatter attribute) debug() (TorchTestCase method) decay_learning_rate() (in module jactorch.train.utils) (TrainerEnv method) DecisionRule (class in jaclearn.logic.decision_tree.rule) DecisionRuleFormat (class in jaclearn.logic.decision_tree.rule) decl() (DataLayout method) decode() (in module jaclearn.vision.coco.pycocotools.mask) decode_argument() (JacRequestHandler method) Deconv1dLayer (class in jactorch.nn.cnn.layers) Deconv2dLayer (class in jactorch.nn.cnn.layers) Deconv3dLayer (class in jactorch.nn.cnn.layers) DeconvAlgo (class in jactorch.nn.cnn.layers) decorate_exception_hook() (in module jacinle.utils.debug) decorator_cleanup_re (CythonJITCompiler attribute) decorator_with_optional_args() (in module jacinle.utils.meta) def_() (StrictG method) def_configs() (in module jacinle.config.environ_v2) def_configs_func() (in module jacinle.config.environ_v2) DEF_PRIORITY (EventRegistry attribute) DEFAULT (ConvPaddingMode attribute) default_args() (in module jacinle.utils.defaults) default_factory (ControllerPipeStorage attribute) default_msec_format (JacLogFormatter attribute) default_reduce_func() (in module jactorch.train.env) default_time_format (JacLogFormatter attribute) DefaultRegistry (class in jacinle.utils.registry) DefaultsManager (class in jacinle.utils.defaults) defaultTestResult() (TorchTestCase method) define_table() (HTMLTableVisualizer method) delete() (JacRequestHandler method) denormalize_bbox() (in module jactorch.transforms.bbox.functional) denormalize_box() (in module jactorch.transforms.vision.functional.bbox) denormalize_coor() (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.coor) DenormalizeBbox (class in jactorch.transforms.bbox.transforms) DenormalizeCoor (class in jactorch.transforms.coor.transforms) DenormalizeCoordinates (class in jactorch.transforms.vision.transforms) dependency_visitor (CythonJITCompiler attribute) DependencyVisualizer (class in jaclearn.nlp.graph.dependency_visualizer.render) deprecated() (in module jacinle.utils.deprecated) depth (Node property) (PTBNode property) detach() (JacRequestHandler method) (Node method) (PTBNode method) detach_modules() (in module jactorch.graph.parameter) device (TorchApplyRecorderMixin property) DeviceNameFormat (class in jacinle.cli.device) diagonal() (shmarray method) dict_deep_keys() (in module jacinle.utils.meta) dict_deep_kv() (in module jacinle.utils.meta) dict_deep_update() (in module jacinle.utils.meta) dict_gather_v1() (in module jactorch.parallel.dict_gather) dict_gather_v2() (in module jactorch.parallel.dict_gather) DictDataFlowProxy (class in jaclearn.dataflow.collections) DictGatherDataParallel (class in jactorch.parallel.dict_gather) DictOfArrayDataFlow() (in module jaclearn.dataflow.collections) DictToBatchDataFlow (class in jaclearn.dataflow.collections) dilate() (BlackHat method) (Closing method) (Dilation method) (Erosion method) (in module jactorch.vision.morphology) (MorphologicalGradient method) (MorphologyOp method) (Opening method) (TopHat method)

Dilation (class in jactorch.vision.morphology) dimshuffle() (in module jacinle.image.imgproc) direction (DistribBroadcastPipeBase property) (DistribInputPipe property) (DistribOutputPipe property) (PipeBase property) dirichlet() (JacRandomState method) dirty_tensors (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) discount_cumsum() (in module jaclearn.rl.algo.math) discount_return() (in module jaclearn.rl.algo.math) DiscountedAdvantageComputer (class in jaclearn.rl.algo.advantage) DiscreteActionSpace (class in jaclearn.rl.space) DiscreteToMultiDiscrete (class in jaclearn.rl.envs.gym_adapter) dispatch() (CallbackRegistry method) dispatch_direct() (CallbackRegistry method) dispatcher (ServerPipe property) distance_mat (CustomLavaWorldEnv property) (MazeEnv property) distance_prev (CustomLavaWorldEnv property) (MazeEnv property) DistribBroadcastPipeBase (class in jacinle.comm.distrib.pipe) DistribInputPipe (class in jacinle.comm.distrib.pipe) DistribOutputPipe (class in jacinle.comm.distrib.pipe) divup() (in module jacinle.utils.numeric) DOARandomSampleDataFlow() (in module jaclearn.dataflow.collections) doClassCleanups() (TorchTestCase class method) doCleanups() (TorchTestCase method) dot() (in module jactorch.functional.kernel) (shmarray method) download() (COCO method) (in module jacinle.io.network) drop_last (JacDataLoader attribute) dsock (PipePeer attribute) dtype (shmarray attribute) (TorchApplyRecorderMixin property) dump() (Environ method) (GroupMeters method) (in module jacinle.io.fs) (MujocoGymRecorder method) (shmarray method) (TBGroupMeters method) dump_env() (in module jacinle.io.pretty) dump_json() (in module jacinle.io.pretty) dump_jsonc() (in module jacinle.io.pretty) dump_kv() (in module jacinle.io.pretty) dump_mat() (in module jacinle.io.fs) dump_metainfo() (in module jactorch.cli) dump_npy() (in module jacinle.io.fs) dump_npz() (in module jacinle.io.fs) dump_pkl() (in module jacinle.io.fs) dump_pklgz() (in module jacinle.io.fs) dump_pth() (in module jacinle.io.fs) dump_struct() (in module jacinle.io.pretty) dump_txt() (in module jacinle.io.pretty) dump_xml() (in module jacinle.io.pretty) dump_yaml() (in module jacinle.io.pretty) dumpb() (in module jacinle.concurrency.packing) dumps() (shmarray method) dumps_env() (in module jacinle.io.pretty) dumps_json() (in module jacinle.io.pretty) dumps_jsonc() (in module jacinle.io.pretty) dumps_kv() (in module jacinle.io.pretty) dumps_struct() (in module jacinle.io.pretty) dumps_txt() (in module jacinle.io.pretty) dumps_xml() (in module jacinle.io.pretty) dumps_yaml() (in module jacinle.io.pretty)

E

echo() (EchoToPipe method) echo_from_pipe() (in module jacinle.comm.echo) EchoMessage (class in jacinle.comm.echo) EchoToPipe (class in jacinle.comm.echo) ELLIPSE (MorphologyKernelType attribute) embedding_dim (LearnedPositionalEmbedding attribute) empty() (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (PipeBase method) EmptyContext (class in jacinle.utils.context) EmptyDictDataFlow (class in jaclearn.dataflow.collections) enable_ipdb() (in module jacinle.utils.init) encode() (in module jaclearn.vision.coco.pycocotools.mask) end() (IENameMatcher method) (NameMatcher method) end_html() (HTMLTableVisualizer method) end_table() (HTMLTableVisualizer method) EndEcho (class in jacinle.comm.echo) ensure_path() (in module jactorch.cli) enterClassContext() (TorchTestCase class method) enterContext() (TorchTestCase method) Environ (class in jacinle.config.environ) EpochBatchSampler (class in jaclearn.data.sampler) EpochDataFlow (class in jaclearn.dataflow.batch) erase() (KVStoreBase method) (LMDBKVStore method) (MemcachedKVStore method) (MemKVStore method) erode() (BlackHat method) (Closing method) (Dilation method) (Erosion method) (in module jactorch.vision.morphology) (MorphologicalGradient method) (MorphologyOp method) (Opening method) (TopHat method) Erosion (class in jactorch.vision.morphology) error() (JacArgumentParser method) escape_desc_name() (in module jactorch.cli) escape_html() (in module jaclearn.nlp.graph.dependency_visualizer.utils) euler2mat() (in module jaclearn.math.rotation) euler2point_euler() (in module jaclearn.math.rotation) euler2quat() (in module jaclearn.math.rotation) evaluate() (COCOeval method) (TrainerEnv method) evaluate_one_episode() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method)

evaluateImg() (COCOeval method) EventRegistry (class in jacinle.utils.registry) EventRegistryGroup (class in jacinle.utils.registry) exception_hook() (in module jacinle.utils.debug) exclude_parameters() (in module jactorch.graph.parameter) exec_data_parallel_replication_callback() (in module jactorch.parallel.replication_callback) exit() (JacArgumentParser method) exitcode (JacProcess property) Expander (class in jactorch.nn.neural_logic.modules.dimension) expansion (ResidualConvBlock attribute) (ResidualConvBottleneck attribute) exponential() (JacRandomState method) extend() (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (LinearLayer method) (SequentialN method) extra_repr() (AnyDimLinear method) (LearnedPositionalEmbedding method) (ProbabilityBilinear method) (ProbabilityLinear method) extract_last_output() (GRULayer method) (LSTMLayer method) (RNNLayer method) (RNNLayerBase method) extract_rule() (in module jaclearn.logic.decision_tree.rule) ezcall() (CenterCrop method) (ColorJitter method) (Compose method) (Crop method) (DenormalizeCoordinates method) (FiveCrop method) (Grayscale method) (HFlip method) (Lambda method) (LinearTransformation method) (Normalize method) (NormalizeCoordinates method) (Pad method) (PadMultipleOf method) (RandomApply method) (RandomCrop method) (RandomGrayscale method) (RandomHorizontalFlip method) (RandomOrder method) (RandomResizedCrop method) (RandomRotation method) (RandomVerticalFlip method) (Resize method) (ResizeMultipleOf method) (Rotate method) (TenCrop method) (ToPILImage method) (ToTensor method) (TransformBase method) (TransformFunctionBase method) (TransformFunctionBaseImageOnly method) (VFlip method)

F

f() (AugmentorExecutorBase method) (ImageAugmentorExecutor method) (ImageCoordAugmentorExecutor method) (JacRandomState method) F_CONTIGUOUS (shmarray attribute) fail() (TorchTestCase method) failIf() (TorchTestCase method) failIfAlmostEqual() (TorchTestCase method) failIfEqual() (TorchTestCase method) failUnless() (TorchTestCase method) failUnlessAlmostEqual() (TorchTestCase method) failUnlessEqual() (TorchTestCase method) failUnlessRaises() (TorchTestCase method) failureException (TorchTestCase attribute) fallback (CallbackRegistry property) (DefaultRegistry property) (EventRegistry property) (LockRegistry property) (Registry property) fallback_callback (CallbackRegistry property) FARRAY (shmarray attribute) fbaug() (in module jaclearn.imageaug.cblk) feed_dict (AsyncInferenceTask attribute) FileLock (in module jacinle.utils.filelock) FileLockTimeout FileOptions (class in jacinle.utils.defaults) fill() (shmarray method) filter() (FilterableDatasetView method) filter_exec() (in module jacinle.utils.meta) filter_func (FilterableDatasetView property) filter_name (FilterableDatasetView property) filter_notempty() (ControllerPipeStorage method) filter_notfull() (ControllerPipeStorage method) filter_parameters() (in module jactorch.graph.parameter) FilterableDatasetUnwrapped (class in jactorch.data.dataset) FilterableDatasetView (class in jactorch.data.dataset) final_point (CustomLavaWorldEnv property) (MazeEnv property) finalize() (AsyncModelInferencer method) (BatchedAsyncModelInferencer method) (BroadcastInputPipe method) (BroadcastOutputPipe method) (ClientPipe method) (Controller method) (EchoToPipe method) (ForwardContext method) (GatherInputPipe method) (GatherOutputPipe method) (ModelInferencer method) (NameServer method) (ServerPipe method) (Service method) (SocketClient method) find_handler() (JacApplication method) find_parameters() (in module jactorch.graph.parameter) find_proxy() (in module jaclearn.rl.proxy) find_undefined_values() (StrictG method) finish() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (JacRequestHandler method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method) FIRST (StepMaskSelectionMode attribute) first() (in module jacinle.utils.meta) first_n() (in module jacinle.utils.meta) fit() (HybridNB method) (LinearValueRegressor method) FiveCrop (class in jactorch.transforms.vision.transforms) flags (shmarray attribute) flat (shmarray attribute) flatten() (in module jactorch.functional.shape) (shmarray method) flatten2() (in module jactorch.functional.shape) flatten_parameters() (GRULayer method) (LSTMLayer method) (RNNLayer method) (RNNLayerBase method) flush() (JacRequestHandler method) (StringQueue method) (TBGroupMeters method) (TBLogger method) fn_filter_notempty() (ControllerPipeStorage static method) fn_filter_notfull() (ControllerPipeStorage static method) FNC (shmarray attribute) FORC (shmarray attribute) force_view() (in module jactorch.functional.shape) format() (AtomicDecisionRule method) (G method) (GroupMeters method) (GView method) (JacLogFormatter method) (StrictG method) (TBGroupMeters method) format_clause() (DecisionRule method) format_exc() (in module jacinle.utils.exception) format_help() (JacArgumentParser method) format_printable_data() (in module jacinle.utils.printing) format_simple() (GroupMeters method) (TBGroupMeters method) format_usage() (AsEnumAction method) (JacArgumentParser method) (SetDeviceAction method) formatException() (JacLogFormatter method) formatMessage() (JacLogFormatter method) formatStack() (JacLogFormatter method) formatTime() (JacLogFormatter method) forward() (AnyDimLinear method) (BinaryCrossEntropyLossWithProbs method) (BlackHat method) (CenterCrop method), [1] (Closing method) (ColorJitter method), [1] (CompatibleCrossEntropyLossWithProbs method) (CompatibleMSEProbabilityLoss method) (Conv1d method) (Conv1dLayer method) (Conv2d method) (Conv2dLayer method) (Conv3d method) (Conv3dLayer method) (ConvNDBase method) (ConvNDLayerBase method) (ConvTranspose1d method) (ConvTranspose2d method) (ConvTranspose3d method) (ConvTransposeNDBase method) (CoordConv2D method) (CosineLoss method) (CrossEntropyLossWithLogits method) (CrossEntropyLossWithProbs method) (CustomKernel method) (Deconv1dLayer method) (Deconv2dLayer method) (Deconv3dLayer method) (DictGatherDataParallel method) (Dilation method) (Erosion method) (Expander method) (GaussianSmooth method) (GaussianSmoothTruncated method) (GeneralSoftmax method) (GradMulti static method) (Grayscale method), [1] (GRULayer method) (GumbelSoftmax method) (Identity method) (ImageGradient method) (JacDataParallel method) (Laplacian method) (LayerNorm method) (LearnedPositionalEmbedding method) (LinearClassificationModel method) (LinearLayer method) (LinearRegressionModel method) (LinearTransformation method), [1] (LSTMLayer method) (MaximumSmooth method) (MLPClassificationModel method) (MLPLayer method) (MLPModel method) (MLPRegressionModel method) (MorphologicalGradient method) (MSELoss method) (NeuralLogicInference method) (NeuralLogicInferenceBase method) (NeuralLogicLayer method) (NeuralLogicMachine method) (NeuralLogitsInference method) (NNEnv method) (Normalize method), [1] (NormalizedBoxSmooth method) (Opening method) (Pad method) (Permutation method) (PNBalancedBinaryCrossEntropyLossWithProbs method) (ProbabilityBilinear method) (ProbabilityLinear method) (ProbabilityNLinear method) (RandomApply method) (RandomCrop method), [1] (RandomGrayscale method), [1] (RandomHorizontalFlip method), [1] (RandomResizedCrop method), [1] (RandomRotation method), [1] (RandomVerticalFlip method), [1] (RecurrentNeuralLogicMachine method) (Reducer method) (ReplicationCallbackDataParallel method) (ResidualConvBlock method) (ResidualConvBottleneck method) (ResidualGRU method) (ResidualLinear method) (Resize method), [1] (ResizeConv1d method) (ResizeConv2d method) (ResizeConv3d method) (ResizeConvBase method) (ResNet method) (RNNLayer method) (RNNLayerBase method) (SampleBernoulli static method) (SampleMultinomial static method) (Scharr method) (SequenceConvWrapper method) (SequentialN method) (SmoothL1Loss method) (Sobel method) (SobelBase method) (TopHat method) (TrainerEnv method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method) (VGG method) (WordEmbedding method) (ZeroGradV1 static method)

forward_morphology() (BlackHat method) (Closing method) (Dilation method) (Erosion method) (MorphologicalGradient method) (MorphologyOp method) (Opening method) (TopHat method) ForwardContext (class in jactorch.graph.context) FRAMES_JS (HTMLTableVisualizer attribute) freeze (LearnedPositionalEmbedding attribute) from_args() (NeuralLogicLayer class method) (NeuralLogicMachine class method) (RecurrentNeuralLogicMachine class method) from_identifier (BroadcastMessage attribute) (UnicastMessage attribute) from_jsonable() (DiscreteToMultiDiscrete method) from_pretrained() (LearnedPositionalEmbedding class method) from_string() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (PTBNode class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) fs_cached_result() (in module jacinle.utils.cache) fs_verbose() (in module jacinle.io.fs) fsize_format() (in module jacinle.io.common) FULL (LSDirectoryReturnType attribute) full() (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (PipeBase method) full_addr (MemcachedKVStore attribute) full_filter_name (FilterableDatasetView property) func_name() (in module jacinle.utils.inspect) future (AsyncInferenceTask attribute) FutureResult (class in jacinle.concurrency.future)

G

G (class in jacinle.utils.container) g (in module jacinle.config.g) GAEComputer (class in jaclearn.rl.algo.advantage) gamma() (JacRandomState method) GATHER (VarLengthCollateV3Mode attribute) gather() (DictGatherDataParallel method) (JacDataParallel method) (ReplicationCallbackDataParallel method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method) GatherInputPipe (class in jacinle.comm.gather) GatherOutputPipe (class in jacinle.comm.gather) GAUSSIAN (NaiveBayesianDistribution attribute) gaussian_smooth() (in module jactorch.vision.smooth) gaussian_smooth_truncated() (in module jactorch.vision.smooth) GaussianSmooth (class in jactorch.vision.smooth) GaussianSmoothTruncated (class in jactorch.vision.smooth) gen() (TransformGuide method) gen_cython_source() (CythonJITCompiler method) gen_get_default() (DefaultsManager method) (in module jacinle.utils.defaults) gen_pyx_source() (CythonJITCompiler method) gen_pyx_source_cdef() (CythonJITCompiler method) gen_rng() (in module jacinle.random.rng) gen_seed() (in module jacinle.random.rng) gen_seeds() (JacDataLoader method) gen_set_default() (DefaultsManager method) (in module jacinle.utils.defaults) gen_time_string() (in module jacinle.utils.uid) gen_uuid4() (in module jacinle.utils.uid) gen_voronoi() (in module jactorch.vision.geometry) general_softmax() (in module jactorch.nn.gumbel_softmax.functional) GeneralSoftmax (class in jactorch.nn.gumbel_softmax.softmax) generate_vmap_rule (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) GEOM (MujocoObjectType attribute) geometric() (JacRandomState method) get() (ConstantScheduler method) (Counter method) (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (Environ method) (FutureResult method) (InMemorySessionManager method) (JacRequestHandler method) (KVBasedSessionManager method) (KVStoreBase method) (LinearScheduler method) (LMDBKVStore method) (MemcachedKVStore method) (MemcachedSessionManager method) (MemKVStore method) (MonotonicSchedulerBase method) (NameServerControllerStorage method) (PipeBase method) (PrintToStringContext method) (SessionManagerBase method) (UniqueValueGetter method) (ValueScheduler method) get_2dshape() (in module jacinle.utils.argument) get_3dshape() (in module jacinle.utils.argument) get_4dshape() (in module jacinle.utils.argument) get_activation() (in module jactorch.nn.quickaccess) get_app() (in module jacinle.web.app) get_arc() (DependencyVisualizer method) get_argument() (JacRequestHandler method) get_arguments() (JacRequestHandler method) get_arrowhead() (DependencyVisualizer method) get_asset_filename() (HTMLTableVisualizer method) get_available_backends() (in module jacinle.concurrency.packing) get_batcnnorm() (in module jactorch.nn.quickaccess) get_body_argument() (JacRequestHandler method) get_body_arguments() (JacRequestHandler method) get_browser_locale() (JacRequestHandler method) get_build_dir() (CythonJITCompiler method) get_client_identifier() (SocketClient method) get_configs() (SocketClient method) get_cookie() (JacRequestHandler method) get_current_tqdm() (in module jacinle.utils.tqdm) get_current_user() (JacRequestHandler method) get_default() (JacArgumentParser method) get_default_backend() (in module jacinle.concurrency.packing) get_default_rng() (in module jacinle.random.rng) get_dropout() (in module jactorch.nn.quickaccess) get_env() (in module jacinle.config.environ) get_env_lock() (in module jaclearn.rl.envs.gym) get_ext() (in module jacinle.io.common) get_forward_context() (in module jactorch.graph.context) get_free_port() (in module jacinle.utils.network) get_free_port_from() (in module jacinle.utils.network) get_handler_delegate() (JacApplication method)

get_hyperparameter() (ForwardContext method) get_index_filename() (HTMLTableVisualizer method) get_inputs() (NameServerControllerStorage method) get_last_key() (Controller method) get_last_stat() (IENameMatcher method) (NameMatcher method) get_levels() (DependencyVisualizer method) get_local_addr() (in module jacinle.utils.network) get_local_addr_v1() (in module jacinle.utils.network) get_local_addr_v2() (in module jacinle.utils.network) get_logger() (in module jacinle.logging) get_login_url() (JacRequestHandler method) get_metainfo() (FilterableDatasetUnwrapped method) (FilterableDatasetView method) get_morphology_kernel() (in module jactorch.vision.morphology) get_name() (CythonJITCompiler method) get_nd_shape() (in module jacinle.utils.argument) get_nowait() (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (PipeBase method) get_optimizer() (in module jactorch.optim.quickaccess) get_output_dim() (Expander method) (NeuralLogicInference method) (NeuralLogicInferenceBase method) (NeuralLogitsInference method) (Permutation method) (Reducer method) get_outputs() (NameServerControllerStorage method) get_parallel_rotations() (in module jaclearn.math.rotation) get_params() (ColorJitter static method), [1] (RandomCrop static method), [1] (RandomResizedCrop static method), [1] (RandomRotation static method), [1] get_query_argument() (JacRequestHandler method) get_query_arguments() (JacRequestHandler method) get_req_sock() (NameServerControllerStorage method) get_result() (AsyncInferenceTask method) get_rotation_matrix() (in module jactorch.transforms.coor.functional) get_secure_cookie() (JacRequestHandler method) get_secure_cookie_key_version() (JacRequestHandler method) get_server_conn_info() (SocketClient method) get_server_identifier() (SocketClient method) get_server_name() (SocketClient method) get_session() (JacApplication method) get_signature() (SocketClient method) get_signed_cookie() (JacRequestHandler method) get_signed_cookie_key_version() (JacRequestHandler method) get_source() (CythonJITCompiler method) get_spec() (SocketClient method) get_state() (JacRandomState method) get_status() (JacRequestHandler method) get_subclasses() (in module jacinle.utils.inspect) get_subdb() (LMDBKVStore method) get_template_namespace() (JacRequestHandler method) get_template_path() (JacRequestHandler method) get_tqdm_defaults() (in module jacinle.utils.tqdm) get_user_locale() (JacRequestHandler method) getAnnIds() (COCO method) getCatIds() (COCO method) getfield() (shmarray method) getImgIds() (COCO method) git_current_tracking_remote() (in module jacinle.cli.git) git_guard() (in module jacinle.cli.git) git_recent_logs() (in module jacinle.cli.git) git_remote_url() (in module jacinle.cli.git) git_revision_hash() (in module jacinle.cli.git) git_root() (in module jacinle.cli.git) git_status_full() (in module jacinle.cli.git) git_uncommitted_files() (in module jacinle.cli.git) gofor() (in module jacinle.utils.meta) graceful_close() (in module jacinle.concurrency.zmq_utils) grad_multi() (in module jactorch.functional.grad) GradMulti (class in jactorch.functional.grad) Grayscale (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) grayscale() (in module jacinle.image.imgproc) grayscale_augment() (in module jaclearn.imageaug.photography) greedy_softmax() (in module jactorch.nn.gumbel_softmax.functional) GroupMeters (class in jacinle.utils.meter) GRULayer (class in jactorch.nn.rnn_layers) GUMBEL (SoftmaxImplmentation attribute) gumbel() (JacRandomState method) GUMBEL_HARD (SoftmaxImplmentation attribute) gumbel_softmax() (in module jactorch.nn.gumbel_softmax.functional) GumbelSoftmax (class in jactorch.nn.gumbel_softmax.softmax) GView (class in jacinle.utils.container) gym (GymAtariRLEnv property) (GymMarioRLEnv property) (GymRLEnv property) GymAtariRLEnv (class in jaclearn.rl.envs.gym) GymMarioRLEnv (class in jaclearn.rl.envs.nintendo.mario) GymPreventStuckProxy (class in jaclearn.rl.envs.gym) GymRLEnv (class in jaclearn.rl.envs.gym)

H

has() (CallbackRegistry method) (DefaultRegistry method) (Environ method) (EventRegistry method) (KVStoreBase method) (LMDBKVStore method) (LockRegistry method) (MemcachedKVStore method) (MemKVStore method) (Registry method) has_env() (in module jacinle.config.environ) has_vendor() (in module jacinle.utils.vendor) head() (JacRequestHandler method) heatmap2pil() (in module jaclearn.visualize.plot) HeatmapNormalization (class in jaclearn.visualize.plot) HFlip (class in jactorch.transforms.vision.transforms)

hflip() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) high (ContinuousActionSpace property) histo_summary() (TBLogger method) HistoryFrameProxy (class in jaclearn.rl.proxy) hmac_key (SessionIdentifier attribute) hook() (MujocoGymRecorder method) hook_exception_ipdb() (in module jacinle.utils.debug) horizontal_flip_augment() (in module jaclearn.imageaug.shape) html() (HTMLTableVisualizer method) HTMLTableColumnDesc (class in jaclearn.visualize.html_table) HTMLTableVisualizer (class in jaclearn.visualize.html_table) HybridNB (class in jaclearn.models.naive_bayes.hybrid_nb) hypergeometric() (JacRandomState method)

I

id() (TorchTestCase method) ident (JacProcess property) identifier (ControlMessage attribute) (DistribBroadcastPipeBase property) (DistribInputPipe property) (DistribOutputPipe property) (HTMLTableColumnDesc attribute) (PipeBase property) (Session property) (SlavePipe attribute) Identity (class in jactorch.nn.simple) identity (ClientPipe property) ids (PipePeer attribute) IENameMatcher (class in jacinle.utils.matching) imag (shmarray attribute) IMAGE (TransformDataTypes attribute) image_gradient() (in module jactorch.vision.gradient) image_grid() (in module jaclearn.visualize.imgrid) image_summary() (TBLogger method) ImageAugmentorExecutor (class in jaclearn.imageaug.executor) ImageCoordAugmentorExecutor (class in jaclearn.imageaug.executor) ImageGradient (class in jactorch.vision.gradient) imdecode() (in module jacinle.image.codecs) imread() (in module jacinle.image.backend) (in module jacinle.image.imgio) imshow() (in module jacinle.image.backend) (in module jacinle.image.imgio) imwrite() (in module jacinle.image.backend) (in module jacinle.image.imgio) in1_features (ProbabilityBilinear attribute) in2_features (ProbabilityBilinear attribute) in_features (AnyDimLinear attribute) (ProbabilityLinear attribute) inc() (Environ method) indent_log() (in module jacinle.utils.debug) indent_print() (in module jacinle.utils.debug) indent_text() (in module jacinle.utils.printing) index() (BroadcastMessage method) (ControllerPeer method) (ControlMessage method) (HTMLTableColumnDesc method) (PipePeer method) (SessionIdentifier method) (SlavePipe method) (UnicastMessage method) index_nonzero() (in module jactorch.functional.indexing) index_one_hot() (in module jactorch.functional.indexing) index_one_hot_ellipsis() (in module jactorch.functional.indexing) index_select_batch() (in module jacinle.nd.indexing) inference() (AsyncModelInferencer method) (BatchedAsyncModelInferencer method) (ModelInferencer method) info (ControllerPeer attribute) info() (COCO method) init_main() (in module jacinle.utils.init) (in module jactf.utils.init) (in module jactorch.utils.init) init_random() (in module jaclearn.embedding.embedding_utils) initialize() (AsyncModelInferencer method) (BatchedAsyncModelInferencer method) (BroadcastInputPipe method) (BroadcastOutputPipe method) (ClientPipe method) (Controller method) (EchoToPipe method) (GatherInputPipe method) (GatherOutputPipe method) (JacRequestHandler method) (ModelInferencer method) (NameServer method) (ServerPipe method) (Service method) (SocketClient method) initialized (SocketClient property) InMemorySessionManager (class in jacinle.web.session) input_dim (Conv1d property) (Conv1dLayer property) (Conv2d property) (Conv2dLayer property) (Conv3d property) (Conv3dLayer property) (ConvNDBase property) (ConvNDLayerBase property) (ConvTranspose1d property) (ConvTranspose2d property) (ConvTranspose3d property) (ConvTransposeNDBase property) (Deconv1dLayer property) (Deconv2dLayer property) (Deconv3dLayer property) (LinearLayer property) (ResizeConv1d property) (ResizeConv2d property) (ResizeConv3d property) (ResizeConvBase property)

insert() (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (LinearLayer method) (SequentialN method) insert_child() (Node method) (PTBNode method) insert_rule() (NameMatcher method) INSTANCE (HeatmapNormalization attribute) instantiate_mplib_ext() (in module jacinle.concurrency.event) INT (DeviceNameFormat attribute) inv_distance_mat (CustomLavaWorldEnv property) (MazeEnv property) inv_distance_prev (CustomLavaWorldEnv property) (MazeEnv property) inverse_distance() (in module jactorch.functional.kernel) inverse_permutation() (in module jactorch.functional.indexing) is_alive() (JacProcess method) is_false() (BooleanEvent method) is_leaf (Node property) (PTBNode property) is_locked (BaseFileLock property) (SoftFileLock property) (UnixFileLock property) (WindowsFileLock property) is_ndarray() (in module jacinle.nd.meta) is_set() (CounterBasedEvent method) is_traceable (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) is_true() (BooleanEvent method) is_valid() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method) isndarray() (in module jacinle.nd.meta) item() (shmarray method) items() (CallbackRegistry method) (DefaultRegistry method) (EventRegistry method) (GroupMeters method) (GView method) (LockRegistry method) (NameServerControllerStorage method) (Registry method) (TBGroupMeters method) (TransformGuide method) itemset() (shmarray method) itemsize (shmarray attribute) iter_queue() (in module jacinle.concurrency.queue) iter_recv() (in module jacinle.concurrency.zmq_utils) iter_txt() (in module jacinle.io.pretty) IterableDatasetMixin (class in jactorch.data.dataset)

J

jac_get_dashdebug_arg() (in module jacinle.utils.env) jac_getenv() (in module jacinle.utils.env) jac_is_debug() (in module jacinle.utils.env) jac_is_verbose() (in module jacinle.utils.env) JacApplication (class in jacinle.web.app) JacArgumentParser (class in jacinle.cli.argument) JacDataLoader (class in jactorch.data.dataloader.dataloader) (class in jactorch.data.dataloader.dataloader_torch030) JacDataLoaderIter (class in jactorch.data.dataloader.dataloader_torch030) JacDataLoaderMultiGPUWrapper (class in jactorch.data.dataloader.dataloader) JacDataParallel (class in jactorch.parallel.data_parallel) JacDataset (class in jactorch.data.dataset) JacEnum (class in jacinle.utils.enum) jacinle module jacinle.cli module jacinle.cli.argument module jacinle.cli.device module jacinle.cli.git module jacinle.cli.keyboard module jacinle.comm module jacinle.comm.broadcast module jacinle.comm.cs module jacinle.comm.distrib module jacinle.comm.distrib.controller module jacinle.comm.distrib.name_server module jacinle.comm.distrib.pipe module jacinle.comm.echo module jacinle.comm.gather module jacinle.comm.service module jacinle.concurrency module jacinle.concurrency.counter module jacinle.concurrency.event module jacinle.concurrency.future module jacinle.concurrency.packing module jacinle.concurrency.pool module jacinle.concurrency.process module jacinle.concurrency.queue module jacinle.concurrency.shmarray module jacinle.concurrency.zmq_utils module jacinle.config module jacinle.config.environ module jacinle.config.environ_v2 module jacinle.config.g module jacinle.image module jacinle.image.backend module jacinle.image.codecs module jacinle.image.imgio module jacinle.image.imgproc module jacinle.io module jacinle.io.common module jacinle.io.fs module jacinle.io.network module jacinle.io.pretty module jacinle.jit module jacinle.jit.cext module jacinle.jit.cext.travis module jacinle.jit.cython module jacinle.jit.cython.jit_compile module jacinle.logging module jacinle.nd module jacinle.nd.batch module jacinle.nd.indexing module jacinle.nd.meta module jacinle.nd.shape module jacinle.random module jacinle.random.rng module jacinle.storage module jacinle.storage.kv module jacinle.storage.kv.base module jacinle.storage.kv.lmdb module jacinle.storage.kv.mem module jacinle.storage.kv.memcached module jacinle.utils module jacinle.utils.argument module jacinle.utils.cache module jacinle.utils.container module jacinle.utils.context module jacinle.utils.debug module jacinle.utils.defaults module jacinle.utils.deprecated module jacinle.utils.enum module jacinle.utils.env module jacinle.utils.exception module jacinle.utils.filelock module jacinle.utils.imp module jacinle.utils.init module jacinle.utils.inspect module jacinle.utils.matching module jacinle.utils.meta module jacinle.utils.meter module jacinle.utils.network module jacinle.utils.numeric module jacinle.utils.printing module jacinle.utils.registry module jacinle.utils.tqdm module jacinle.utils.uid module jacinle.utils.value_scheduler module jacinle.utils.vendor module jacinle.web module jacinle.web.app module jacinle.web.session module jaclearn module jaclearn.data module jaclearn.data.sampler module jaclearn.data.stat module jaclearn.dataflow module jaclearn.dataflow.batch module jaclearn.dataflow.collections module jaclearn.dataflow.dataflow module jaclearn.dataflow.utils module jaclearn.datasets module jaclearn.datasets.image_classification module jaclearn.datasets.image_classification.cifar module jaclearn.datasets.image_classification.mnist module jaclearn.datasets.image_classification.svhn module jaclearn.embedding module jaclearn.embedding.constant module jaclearn.embedding.embedding_utils module jaclearn.embedding.visualize_tb module jaclearn.embedding.word_embedding module jaclearn.imageaug module jaclearn.imageaug.cblk module jaclearn.imageaug.executor module jaclearn.imageaug.photography module jaclearn.imageaug.shape module jaclearn.logic module jaclearn.logic.decision_tree module jaclearn.logic.decision_tree.rule module jaclearn.logic.propositional module jaclearn.logic.propositional.logic_induction module jaclearn.logic.propositional.logic_induction.logic_induction module jaclearn.logic.propositional.logic_induction.setup module jaclearn.math module jaclearn.math.rotation module jaclearn.mldash module jaclearn.models module jaclearn.models.naive_bayes module jaclearn.models.naive_bayes.hybrid_nb module jaclearn.nlp module jaclearn.nlp.graph module jaclearn.nlp.graph.dependency_visualizer module jaclearn.nlp.graph.dependency_visualizer.render module jaclearn.nlp.graph.dependency_visualizer.templates module jaclearn.nlp.graph.dependency_visualizer.utils module jaclearn.nlp.sng_parser module jaclearn.nlp.tree module jaclearn.nlp.tree.constituency module jaclearn.nlp.tree.node module jaclearn.nlp.tree.ptb module jaclearn.nlp.tree.traversal module jaclearn.rl module jaclearn.rl.algo module jaclearn.rl.algo.advantage module jaclearn.rl.algo.math module jaclearn.rl.engines module jaclearn.rl.engines.mujoco module jaclearn.rl.engines.mujoco.gym_recorder module jaclearn.rl.env module jaclearn.rl.envs module jaclearn.rl.envs.gym module jaclearn.rl.envs.gym_adapter module jaclearn.rl.envs.maze module jaclearn.rl.envs.maze.maze module

jaclearn.rl.envs.maze.taxi module jaclearn.rl.envs.nintendo module jaclearn.rl.envs.nintendo.mario module jaclearn.rl.envs.simple module jaclearn.rl.envs.simple.move_right module jaclearn.rl.proxy module jaclearn.rl.simulator module jaclearn.rl.simulator.controller module jaclearn.rl.simulator.pack module jaclearn.rl.space module jaclearn.vision module jaclearn.vision.coco module jaclearn.vision.coco.mask_utils module jaclearn.vision.coco.pycocotools module jaclearn.vision.coco.pycocotools.coco module jaclearn.vision.coco.pycocotools.cocoeval module jaclearn.vision.coco.pycocotools.mask module jaclearn.vision.coco.setup module jaclearn.vision.graph_cut module jaclearn.vision.graph_cut_inpaint module jaclearn.vision.patch_match module jaclearn.visualize module jaclearn.visualize.box module jaclearn.visualize.html_table module jaclearn.visualize.imgrid module jaclearn.visualize.imshow module jaclearn.visualize.plot module JacLogFormatter (class in jacinle.logging) JacProcess (class in jacinle.concurrency.process) JacRandomState (class in jacinle.random.rng) JacRequestException JacRequestHandler (class in jacinle.web.app) jactf module jactf.utils module jactf.utils.init module jactorch module jactorch.cli module jactorch.cuda module jactorch.cuda.copy module jactorch.data module jactorch.data.collate module jactorch.data.collate.collate_v1 module jactorch.data.collate.collate_v2 module jactorch.data.collate.collate_v3 module jactorch.data.collate.utils module jactorch.data.dataloader module jactorch.data.dataloader.dataloader module jactorch.data.dataloader.dataloader_torch030 module jactorch.data.dataset module jactorch.data.layout module jactorch.functional module jactorch.functional.arith module jactorch.functional.clustering module jactorch.functional.grad module jactorch.functional.indexing module jactorch.functional.kernel module jactorch.functional.linalg module jactorch.functional.loglinear module jactorch.functional.masking module jactorch.functional.probability module jactorch.functional.quantization module jactorch.functional.range module jactorch.functional.sampling module jactorch.functional.shape module jactorch.graph module jactorch.graph.context module jactorch.graph.nn_env module jactorch.graph.parameter module jactorch.graph.variable module jactorch.io module jactorch.models module jactorch.models.vision module jactorch.models.vision.resnet module jactorch.models.vision.vgg module jactorch.nn module jactorch.nn.cnn module jactorch.nn.cnn.conv module jactorch.nn.cnn.coord_conv module jactorch.nn.cnn.functional module jactorch.nn.cnn.layers module jactorch.nn.container module jactorch.nn.embedding module jactorch.nn.functional module jactorch.nn.gumbel_softmax module jactorch.nn.gumbel_softmax.functional module jactorch.nn.gumbel_softmax.softmax module jactorch.nn.linear module jactorch.nn.losses module jactorch.nn.neural_logic module jactorch.nn.neural_logic.layer module jactorch.nn.neural_logic.modules module jactorch.nn.neural_logic.modules.dimension module jactorch.nn.neural_logic.modules.neural_logic module jactorch.nn.neural_logic.recurrent_layer module jactorch.nn.normalization module jactorch.nn.probability module jactorch.nn.prroi_pool module jactorch.nn.prroi_pool.functional module jactorch.nn.quickaccess module jactorch.nn.residual module jactorch.nn.rnn_layers module jactorch.nn.rnn_utils module jactorch.nn.simple module jactorch.nn.sync_batchnorm module jactorch.nn.word_embedding module jactorch.optim module jactorch.optim.accum_grad module jactorch.optim.custom_optimizer_base module jactorch.optim.optimizer_group module jactorch.optim.quickaccess module jactorch.optim.weight_decay module jactorch.parallel module jactorch.parallel.comm module jactorch.parallel.data_parallel module jactorch.parallel.dict_gather module jactorch.parallel.replicate module jactorch.parallel.replication_callback module jactorch.parallel.user_scattered module jactorch.quickstart module jactorch.quickstart.inference module jactorch.quickstart.models module jactorch.quickstart.train module jactorch.train module jactorch.train.env module jactorch.train.monitor module jactorch.train.tb module jactorch.train.utils module jactorch.transforms module jactorch.transforms.bbox module jactorch.transforms.bbox.functional module jactorch.transforms.bbox.transforms module jactorch.transforms.coor module jactorch.transforms.coor.functional module jactorch.transforms.coor.transforms module jactorch.transforms.image module jactorch.transforms.image.functional module jactorch.transforms.image.transforms module jactorch.transforms.vision module jactorch.transforms.vision.functional module jactorch.transforms.vision.functional.bbox module jactorch.transforms.vision.functional.coor module jactorch.transforms.vision.functional.image module jactorch.transforms.vision.transforms module jactorch.utils module jactorch.utils.grad module jactorch.utils.init module jactorch.utils.meta module jactorch.utils.unittest module jactorch.vision module jactorch.vision.conv module jactorch.vision.geometry module jactorch.vision.gradient module jactorch.vision.morphology module jactorch.vision.peak module jactorch.vision.smooth module jit_cython() (in module jacinle.jit.cython.jit_compile) join() (JacProcess method) jpeg_encode() (in module jacinle.image.codecs) json_dumpb() (in module jacinle.concurrency.zmq_utils) json_loadb() (in module jacinle.concurrency.zmq_utils) jvp() (GradMulti static method) (SampleBernoulli static method) (SampleMultinomial static method) (ZeroGradV1 static method)

K

KeyboardInterruptContext (class in jacinle.utils.context) keys() (CallbackRegistry method) (DefaultRegistry method) (Environ method) (EventRegistry method) (GView method) (KVStoreBase method) (LMDBKVStore method) (LockRegistry method) (MemcachedKVStore method) (MemKVStore method) (Registry method) (TransformGuide method)

kill() (JacProcess method) kmeans() (in module jactorch.functional.clustering) KVBasedSessionManager (class in jacinle.web.session) kvformat() (in module jacinle.utils.printing) kvprint() (in module jacinle.utils.printing) KVStoreBase (class in jacinle.storage.kv.base) KVStoreDataFlow (class in jaclearn.dataflow.collections) KVStoreRandomSampleDataFlow (class in jaclearn.dataflow.collections)

L

Lambda (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) laplace() (JacRandomState method) Laplacian (class in jactorch.vision.gradient) laplacian() (in module jactorch.vision.gradient) LayerNorm (class in jactorch.nn.normalization) LearnedPositionalEmbedding (class in jactorch.nn.embedding) leftmost_index (PTBNode property) leftmost_nonzero() (in module jactorch.functional.indexing) leftup_crop() (in module jacinle.image.imgproc) length2mask() (in module jactorch.functional.masking) length_masked_reversed() (in module jactorch.functional.masking) length_masked_softmax() (in module jactorch.functional.masking) lighting_augment() (in module jaclearn.imageaug.photography) limit (LimitLengthProxy property) LimitLengthProxy (class in jaclearn.rl.proxy) LinearClassificationModel (class in jactorch.quickstart.models) LinearLayer (class in jactorch.nn.cnn.layers) LinearRegressionModel (class in jactorch.quickstart.models) LinearScheduler (class in jacinle.utils.value_scheduler) LinearTransformation (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) LinearValueRegressor (class in jaclearn.rl.algo.math) link() (in module jacinle.io.fs) LISP (DecisionRuleFormat attribute) ListDataset (class in jactorch.data.dataset) listen() (JacApplication method) ListOfArrayDataFlow (class in jaclearn.dataflow.collections) ListToFill (class in jacinle.concurrency.queue) lmdb (LMDBKVStore property) LMDBKVStore (class in jacinle.storage.kv.lmdb) load() (Environ method) (in module jacinle.io.fs) (in module jaclearn.embedding.word_embedding) load_checkpoint() (TrainerEnv method) load_cifar() (in module jaclearn.datasets.image_classification.cifar) load_class() (in module jacinle.utils.imp) load_env() (in module jacinle.config.environ) load_func() (CythonJITCompiler method) load_h5() (in module jacinle.io.fs) load_json() (in module jacinle.io.pretty) load_jsonc() (in module jacinle.io.pretty) load_mat() (in module jacinle.io.fs) load_mnist() (in module jaclearn.datasets.image_classification.mnist) load_module() (in module jacinle.utils.imp) load_module_filename() (in module jacinle.utils.imp) load_npy() (in module jacinle.io.fs) load_npz() (in module jacinle.io.fs) load_pkl() (in module jacinle.io.fs) load_pklgz() (in module jacinle.io.fs) load_pth() (in module jacinle.io.fs) load_source() (in module jacinle.utils.imp) load_state_dict() (AccumGrad method) (AdamW method) (CustomizedOptimizer method) (in module jactorch.io) (OptimizerGroup method) load_svhn() (in module jaclearn.datasets.image_classification.svhn)

load_txt() (in module jacinle.io.fs) load_weights() (in module jactorch.io) (NNEnv method) (TrainerEnv method) load_word_index() (in module jaclearn.embedding.word_embedding) load_xml() (in module jacinle.io.pretty) load_yaml() (in module jacinle.io.pretty) loadAnns() (COCO method) loadb() (in module jacinle.concurrency.packing) loadCats() (COCO method) loadImgs() (COCO method) loadNumpyAnnotations() (COCO method) loadRes() (COCO method) loads_json() (in module jacinle.io.pretty) loads_jsonc() (in module jacinle.io.pretty) loads_xml() (in module jacinle.io.pretty) loads_yaml() (in module jacinle.io.pretty) LOARandomSampleDataFlow (class in jaclearn.dataflow.collections) locale (JacRequestHandler property) locate_newest_file() (in module jacinle.io.fs) lock_file (BaseFileLock property) (SoftFileLock property) (UnixFileLock property) (WindowsFileLock property) LockRegistry (class in jacinle.utils.registry) log() (MujocoGymRecorder method) log1mexp() (in module jactorch.functional.loglinear) log_exception() (JacRequestHandler method) log_fout (JacLogFormatter attribute) log_function() (in module jacinle.utils.debug) log_request() (JacApplication method) log_sigmoid() (in module jactorch.functional.arith) logaddexp() (in module jactorch.functional.loglinear) logistic() (JacRandomState method) logit() (in module jactorch.functional.arith) logits_and() (in module jactorch.functional.loglinear) logits_or() (in module jactorch.functional.loglinear) logmatmulexp() (in module jactorch.functional.loglinear) lognormal() (JacRandomState method) logseries() (JacRandomState method) logsumexp() (in module jactorch.functional.loglinear) longMessage (TorchTestCase attribute) lookup() (CallbackRegistry method) (DefaultRegistry method) (EventRegistry method) (EventRegistryGroup method) (LockRegistry method) (Registry method) (RegistryGroup method) loss (ForwardContext attribute) LossAverageMethod (class in jactorch.nn.losses) low (ContinuousActionSpace property) lsdir() (in module jacinle.io.fs) LSDirectoryReturnType (class in jacinle.io.fs) lson (Node property) (PTBNode property) LSTMLayer (class in jactorch.nn.rnn_layers) lv_finals (CustomLavaWorldEnv property) lv_obstacles (CustomLavaWorldEnv property) lv_starts (CustomLavaWorldEnv property)

M

main() (NameServer method) main_cleanup() (NameServer method) mainloop() (Controller method) (NameServer method) mainloop_recv() (ServerPipe method) mainloop_send() (BroadcastOutputPipe method) (GatherOutputPipe method) (ServerPipe method) make_app() (in module jacinle.web.app) make_balanced_binary_tree() (in module jaclearn.nlp.tree.constituency) make_broadcast_pair() (in module jacinle.comm.broadcast) make_cs_pair() (in module jacinle.comm.cs) make_dummy_func() (in module jacinle.utils.meta) make_element2idx() (in module jaclearn.embedding.embedding_utils) make_gather_pair() (in module jacinle.comm.gather) make_layers() (VGG static method) make_pickleable() (Pack method) make_positions() (in module jactorch.nn.embedding) make_prog_block_parser() (NeuralLogicLayer class method) (NeuralLogicMachine class method) (RecurrentNeuralLogicMachine class method) make_resnet() (in module jactorch.models.vision.resnet) make_resnet_contructor() (in module jactorch.models.vision.resnet) make_vgg() (in module jactorch.models.vision.vgg) make_vgg_contructor() (in module jactorch.models.vision.vgg) manipulate_reward() (in module jaclearn.rl.proxy) map() (in module jaclearn.embedding.word_embedding) (NameMatcher method) (Pool method) (TQDMPool method) map_exec() (in module jacinle.utils.meta) map_exec_method() (in module jacinle.utils.meta) map_sequence() (in module jaclearn.embedding.word_embedding) map_size (CustomLavaWorldEnv property) (MazeEnv property) MapActionProxy (class in jaclearn.rl.proxy) MapDataFlow (class in jaclearn.dataflow.utils) MapStateProxy (class in jaclearn.rl.proxy) mark_dirty() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) mark_freezed() (in module jactorch.graph.parameter) (in module jactorch.train.utils) mark_non_differentiable() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) mark_shared_storage() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) mark_unfreezed() (in module jactorch.graph.parameter) (in module jactorch.train.utils) mark_volatile() (in module jactorch.utils.meta) mask_meshgrid() (in module jactorch.functional.masking) masked_average() (in module jactorch.functional.masking) masked_softmax() (in module jactorch.functional.masking) mat2euler() (in module jaclearn.math.rotation) mat2quat() (in module jaclearn.math.rotation) match() (IENameMatcher method) (NameMatcher method) materialize_grads (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) max() (shmarray method) max_lines (JacLogFormatter attribute) max_norm (LearnedPositionalEmbedding attribute) max_positions() (LearnedPositionalEmbedding method) maxDiff (TorchTestCase attribute) maximum_smooth() (in module jactorch.vision.smooth) MaximumSmooth (class in jactorch.vision.smooth) MaxPoolingKernelDef (class in jactorch.vision.conv) maybe_clear_saved_tensors() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) maybe_mkdir() (in module jacinle.cli.keyboard) maze_env (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) MazeEnv (class in jaclearn.rl.envs.maze.maze) mean() (in module jacinle.utils.numeric) (shmarray method) MemcachedKVStore (class in jacinle.storage.kv.memcached) MemcachedSessionManager (class in jacinle.web.session) MemKVStore (class in jacinle.storage.kv.mem) merge_iterable() (in module jacinle.utils.meta) meshgrid() (in module jactorch.functional.range) meshgrid_exclude_self() (in module jactorch.functional.range) metadata (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) method2func() (in module jacinle.utils.meta) method_name() (in module jacinle.utils.inspect) min() (shmarray method) minify_html() (in module jaclearn.nlp.graph.dependency_visualizer.utils) mkdir() (in module jacinle.io.fs) MLP (NeuralLogicInferenceMethod attribute) MLPClassificationModel (class in jactorch.quickstart.models) MLPLayer (class in jactorch.nn.cnn.layers) MLPModel (class in jactorch.quickstart.models) MLPRegressionModel (class in jactorch.quickstart.models) model (NNEnv property) (TrainerEnv property) model_unwrapped (NNEnv property) (TrainerEnv property) ModelInferencer (class in jactorch.quickstart.inference) ModelIOKeysMixin (class in jactorch.quickstart.models) ModelTrainer (class in jactorch.quickstart.train) module jacinle jacinle.cli jacinle.cli.argument jacinle.cli.device jacinle.cli.git jacinle.cli.keyboard jacinle.comm jacinle.comm.broadcast jacinle.comm.cs jacinle.comm.distrib jacinle.comm.distrib.controller jacinle.comm.distrib.name_server jacinle.comm.distrib.pipe jacinle.comm.echo jacinle.comm.gather jacinle.comm.service jacinle.concurrency jacinle.concurrency.counter jacinle.concurrency.event jacinle.concurrency.future jacinle.concurrency.packing jacinle.concurrency.pool jacinle.concurrency.process jacinle.concurrency.queue jacinle.concurrency.shmarray jacinle.concurrency.zmq_utils jacinle.config jacinle.config.environ jacinle.config.environ_v2 jacinle.config.g jacinle.image jacinle.image.backend jacinle.image.codecs jacinle.image.imgio jacinle.image.imgproc jacinle.io jacinle.io.common jacinle.io.fs jacinle.io.network jacinle.io.pretty jacinle.jit jacinle.jit.cext jacinle.jit.cext.travis jacinle.jit.cython jacinle.jit.cython.jit_compile jacinle.logging jacinle.nd jacinle.nd.batch jacinle.nd.indexing jacinle.nd.meta jacinle.nd.shape jacinle.random jacinle.random.rng jacinle.storage jacinle.storage.kv jacinle.storage.kv.base jacinle.storage.kv.lmdb jacinle.storage.kv.mem jacinle.storage.kv.memcached jacinle.utils jacinle.utils.argument jacinle.utils.cache jacinle.utils.container jacinle.utils.context jacinle.utils.debug jacinle.utils.defaults jacinle.utils.deprecated jacinle.utils.enum jacinle.utils.env jacinle.utils.exception jacinle.utils.filelock jacinle.utils.imp jacinle.utils.init jacinle.utils.inspect jacinle.utils.matching jacinle.utils.meta jacinle.utils.meter jacinle.utils.network jacinle.utils.numeric jacinle.utils.printing jacinle.utils.registry jacinle.utils.tqdm jacinle.utils.uid jacinle.utils.value_scheduler jacinle.utils.vendor jacinle.web jacinle.web.app jacinle.web.session jaclearn jaclearn.data jaclearn.data.sampler jaclearn.data.stat jaclearn.dataflow jaclearn.dataflow.batch jaclearn.dataflow.collections jaclearn.dataflow.dataflow jaclearn.dataflow.utils jaclearn.datasets jaclearn.datasets.image_classification jaclearn.datasets.image_classification.cifar jaclearn.datasets.image_classification.mnist jaclearn.datasets.image_classification.svhn jaclearn.embedding jaclearn.embedding.constant jaclearn.embedding.embedding_utils jaclearn.embedding.visualize_tb jaclearn.embedding.word_embedding jaclearn.imageaug jaclearn.imageaug.cblk jaclearn.imageaug.executor jaclearn.imageaug.photography jaclearn.imageaug.shape jaclearn.logic jaclearn.logic.decision_tree jaclearn.logic.decision_tree.rule jaclearn.logic.propositional jaclearn.logic.propositional.logic_induction jaclearn.logic.propositional.logic_induction.logic_induction jaclearn.logic.propositional.logic_induction.setup jaclearn.math jaclearn.math.rotation jaclearn.mldash jaclearn.models jaclearn.models.naive_bayes jaclearn.models.naive_bayes.hybrid_nb jaclearn.nlp jaclearn.nlp.graph jaclearn.nlp.graph.dependency_visualizer jaclearn.nlp.graph.dependency_visualizer.render jaclearn.nlp.graph.dependency_visualizer.templates jaclearn.nlp.graph.dependency_visualizer.utils jaclearn.nlp.sng_parser jaclearn.nlp.tree jaclearn.nlp.tree.constituency jaclearn.nlp.tree.node jaclearn.nlp.tree.ptb jaclearn.nlp.tree.traversal jaclearn.rl jaclearn.rl.algo jaclearn.rl.algo.advantage jaclearn.rl.algo.math jaclearn.rl.engines jaclearn.rl.engines.mujoco jaclearn.rl.engines.mujoco.gym_recorder jaclearn.rl.env jaclearn.rl.envs jaclearn.rl.envs.gym jaclearn.rl.envs.gym_adapter jaclearn.rl.envs.maze jaclearn.rl.envs.maze.maze jaclearn.rl.envs.maze.taxi jaclearn.rl.envs.nintendo jaclearn.rl.envs.nintendo.mario jaclearn.rl.envs.simple jaclearn.rl.envs.simple.move_right jaclearn.rl.proxy jaclearn.rl.simulator jaclearn.rl.simulator.controller jaclearn.rl.simulator.pack jaclearn.rl.space jaclearn.vision jaclearn.vision.coco jaclearn.vision.coco.mask_utils jaclearn.vision.coco.pycocotools jaclearn.vision.coco.pycocotools.coco jaclearn.vision.coco.pycocotools.cocoeval jaclearn.vision.coco.pycocotools.mask jaclearn.vision.coco.setup jaclearn.vision.graph_cut jaclearn.vision.graph_cut_inpaint jaclearn.vision.patch_match jaclearn.visualize jaclearn.visualize.box jaclearn.visualize.html_table jaclearn.visualize.imgrid jaclearn.visualize.imshow jaclearn.visualize.plot jactf jactf.utils jactf.utils.init jactorch jactorch.cli jactorch.cuda jactorch.cuda.copy jactorch.data jactorch.data.collate jactorch.data.collate.collate_v1 jactorch.data.collate.collate_v2 jactorch.data.collate.collate_v3 jactorch.data.collate.utils jactorch.data.dataloader jactorch.data.dataloader.dataloader jactorch.data.dataloader.dataloader_torch030 jactorch.data.dataset jactorch.data.layout jactorch.functional jactorch.functional.arith jactorch.functional.clustering jactorch.functional.grad jactorch.functional.indexing jactorch.functional.kernel jactorch.functional.linalg jactorch.functional.loglinear jactorch.functional.masking jactorch.functional.probability jactorch.functional.quantization jactorch.functional.range jactorch.functional.sampling jactorch.functional.shape jactorch.graph jactorch.graph.context jactorch.graph.nn_env jactorch.graph.parameter jactorch.graph.variable jactorch.io jactorch.models jactorch.models.vision jactorch.models.vision.resnet jactorch.models.vision.vgg jactorch.nn jactorch.nn.cnn jactorch.nn.cnn.conv jactorch.nn.cnn.coord_conv jactorch.nn.cnn.functional jactorch.nn.cnn.layers jactorch.nn.container jactorch.nn.embedding jactorch.nn.functional jactorch.nn.gumbel_softmax jactorch.nn.gumbel_softmax.functional jactorch.nn.gumbel_softmax.softmax jactorch.nn.linear jactorch.nn.losses jactorch.nn.neural_logic jactorch.nn.neural_logic.layer jactorch.nn.neural_logic.modules jactorch.nn.neural_logic.modules.dimension jactorch.nn.neural_logic.modules.neural_logic jactorch.nn.neural_logic.recurrent_layer jactorch.nn.normalization jactorch.nn.probability jactorch.nn.prroi_pool jactorch.nn.prroi_pool.functional jactorch.nn.quickaccess jactorch.nn.residual jactorch.nn.rnn_layers jactorch.nn.rnn_utils jactorch.nn.simple jactorch.nn.sync_batchnorm jactorch.nn.word_embedding jactorch.optim jactorch.optim.accum_grad jactorch.optim.custom_optimizer_base jactorch.optim.optimizer_group jactorch.optim.quickaccess jactorch.optim.weight_decay jactorch.parallel jactorch.parallel.comm jactorch.parallel.data_parallel jactorch.parallel.dict_gather jactorch.parallel.replicate jactorch.parallel.replication_callback jactorch.parallel.user_scattered jactorch.quickstart jactorch.quickstart.inference jactorch.quickstart.models jactorch.quickstart.train jactorch.train jactorch.train.env jactorch.train.monitor jactorch.train.tb jactorch.train.utils jactorch.transforms jactorch.transforms.bbox jactorch.transforms.bbox.functional jactorch.transforms.bbox.transforms jactorch.transforms.coor jactorch.transforms.coor.functional jactorch.transforms.coor.transforms jactorch.transforms.image jactorch.transforms.image.functional jactorch.transforms.image.transforms jactorch.transforms.vision jactorch.transforms.vision.functional jactorch.transforms.vision.functional.bbox jactorch.transforms.vision.functional.coor jactorch.transforms.vision.functional.image jactorch.transforms.vision.transforms jactorch.utils jactorch.utils.grad jactorch.utils.init jactorch.utils.meta jactorch.utils.unittest jactorch.vision jactorch.vision.conv jactorch.vision.geometry jactorch.vision.gradient jactorch.vision.morphology jactorch.vision.peak jactorch.vision.smooth

module_vars_as_dict() (in module jacinle.utils.imp) monitor_param_gradrms() (ForwardContext method) (in module jactorch.train.monitor) monitor_param_gradrms_ratio() (ForwardContext method) (in module jactorch.train.monitor) monitor_param_rms() (ForwardContext method) (in module jactorch.train.monitor) monitor_param_saturation() (ForwardContext method) (in module jactorch.train.monitor) monitor_rms() (ForwardContext method) (in module jactorch.train.monitor) monitors (ForwardContext attribute) MonotonicSchedulerBase (class in jacinle.utils.value_scheduler) morph_grad() (in module jactorch.vision.morphology) MorphologicalGradient (class in jactorch.vision.morphology) MorphologyKernelType (class in jactorch.vision.morphology) MorphologyOp (class in jactorch.vision.morphology) move_dim() (in module jactorch.functional.shape) MoveRightEnv (class in jaclearn.rl.envs.simple.move_right) MPBooleanEvent (in module jacinle.concurrency.event) MPLibExtension (class in jacinle.concurrency.event) MSELoss (class in jactorch.nn.losses) msg (JacLogFormatter attribute) MTBooleanEvent (in module jacinle.concurrency.event) MTCoordinatorEvent (class in jacinle.concurrency.event) MujocoGymRecorder (class in jaclearn.rl.engines.mujoco.gym_recorder) MujocoObjectType (class in jaclearn.rl.engines.mujoco.gym_recorder) MULTINOMIAL (NaiveBayesianDistribution attribute) multinomial() (JacRandomState method) multiprocessing_context (JacDataLoader property) multivariate_normal() (JacRandomState method)

N

NaiveBayesianDistribution (class in jaclearn.models.naive_bayes.hybrid_nb) name (DistribBroadcastPipeBase property) (DistribInputPipe property) (DistribOutputPipe property) (HTMLTableColumnDesc attribute) (JacProcess property) NAME (LSDirectoryReturnType attribute) name (PipeBase property) name() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) NameMatcher (class in jacinle.utils.matching) NameServer (class in jacinle.comm.distrib.name_server) NameServerControllerStorage (class in jacinle.comm.distrib.name_server) nbytes (shmarray attribute) nd_batch_size() (in module jacinle.nd.meta) nd_concat() (in module jacinle.nd.meta) nd_len() (in module jacinle.nd.meta) nd_split_n() (in module jacinle.nd.meta) ndim (shmarray attribute) needs_input_grad (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) negative_binomial() (JacRandomState method) NeuralLogicInference (class in jactorch.nn.neural_logic.modules.neural_logic) NeuralLogicInferenceBase (class in jactorch.nn.neural_logic.modules.neural_logic) NeuralLogicInferenceMethod (class in jactorch.nn.neural_logic.modules.neural_logic) NeuralLogicLayer (class in jactorch.nn.neural_logic.layer) NeuralLogicMachine (class in jactorch.nn.neural_logic.layer) NeuralLogitsInference (class in jactorch.nn.neural_logic.modules.neural_logic) new() (InMemorySessionManager method) (KVBasedSessionManager method) (MemcachedSessionManager method) (SessionManagerBase method) new_var_with() (in module jactorch.graph.variable) newbyteorder() (shmarray method) next_functions (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute)

NNEnv (class in jactorch.graph.nn_env) no_grad_func() (in module jactorch.utils.grad) Node (class in jaclearn.nlp.tree.node) non_differentiable (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) noncentral_chisquare() (JacRandomState method) noncentral_f() (JacRandomState method) NONE (HeatmapNormalization attribute) (LossAverageMethod attribute) nonzero() (shmarray method) NOPFillProxy (class in jaclearn.rl.proxy) norm_type (LearnedPositionalEmbedding attribute) normal() (JacRandomState method) Normalize (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) normalize() (in module jactorch.functional.linalg) (ObservationNormalizer method) normalize_advantage() (in module jaclearn.rl.algo.math) normalize_angles() (in module jaclearn.math.rotation) normalize_bbox() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.vision.functional.bbox) normalize_coor() (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.coor) normalize_prob() (in module jactorch.functional.probability) NormalizeBbox (class in jactorch.transforms.bbox.transforms) NormalizeCoor (class in jactorch.transforms.coor.transforms) NormalizeCoordinates (class in jactorch.transforms.vision.transforms) normalized_box_smooth() (in module jactorch.vision.smooth) NormalizedBoxSmooth (class in jactorch.vision.smooth) notnone_property() (in module jacinle.utils.meta) np_random (DiscreteToMultiDiscrete property) nr_actions (DiscreteActionSpace property) nr_children (Node property) (PTBNode property) nr_leaves (Node property) (PTBNode property) nr_slaves (SyncMaster property) num_embeddings (LearnedPositionalEmbedding attribute) num_workers (JacDataLoader attribute)

O

ObservationNormalizer (class in jaclearn.rl.algo.math) obstacles (CustomLavaWorldEnv property) (MazeEnv property) on_body_finish() (JacRequestHandler method) on_close() (JacApplication method) on_connection_close() (JacRequestHandler method) on_finish() (JacRequestHandler method) one_hot() (in module jacinle.nd.indexing) (in module jactorch.functional.indexing) one_hot_dim() (in module jactorch.functional.indexing) one_hot_nd() (in module jacinle.nd.indexing) (in module jactorch.functional.indexing) ones() (in module jacinle.concurrency.shmarray) open() (BlackHat method) (Closing method) (Dilation method) (Erosion method) (in module jacinle.io.fs) (in module jactorch.vision.morphology) (MorphologicalGradient method) (MorphologyOp method) (Opening method) (TopHat method) open_gz() (in module jacinle.io.fs) open_h5() (in module jacinle.io.fs) open_txt() (in module jacinle.io.fs) opencv_only() (in module jacinle.image.backend) opencv_or_pil() (in module jacinle.image.backend) Opening (class in jactorch.vision.morphology) optimize_cdef() (CythonJITCompiler method) optimize_cdef_function() (CythonJITCompiler method) optimizer (TrainerEnv property) OptimizerGroup (class in jactorch.optim.optimizer_group)

OptimizerPostHook (AdamW attribute) OptimizerPreHook (AdamW attribute) option_context() (in module jacinle.utils.defaults) options() (JacRequestHandler method) OrderedSet (class in jacinle.utils.container) OrEvent() (in module jacinle.concurrency.event) origin_canvas (CustomLavaWorldEnv property) (MazeEnv property) out_features (AnyDimLinear attribute) (ProbabilityBilinear attribute) (ProbabilityLinear attribute) output_dict (ForwardContext attribute) output_dim (Conv1d property) (Conv1dLayer property) (Conv2d property) (Conv2dLayer property) (Conv3d property) (Conv3dLayer property) (ConvNDBase property) (ConvNDLayerBase property) (ConvTranspose1d property) (ConvTranspose2d property) (ConvTranspose3d property) (ConvTransposeNDBase property) (Deconv1dLayer property) (Deconv2dLayer property) (Deconv3dLayer property) (LinearLayer property) (ResizeConv1d property) (ResizeConv2d property) (ResizeConv3d property) (ResizeConvBase property) OWNDATA (shmarray attribute)

P

Pack (class in jaclearn.rl.simulator.pack) Pad (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.image.transforms) (class in jactorch.transforms.vision.transforms) PAD (DataLayoutType attribute) (VarLengthCollateMode attribute) pad() (in module jactorch.data.layout) (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.image.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) (in module jactorch.transforms.vision.functional.image) PAD2D (DataLayoutType attribute) (VarLengthCollateMode attribute) pad2d() (in module jactorch.data.layout) pad_multiple_of() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.image.functional) padding_idx (LearnedPositionalEmbedding attribute) padding_nd() (in module jactorch.nn.cnn.functional) PADIMAGE (DataLayoutType attribute) (VarLengthCollateMode attribute) padimage() (in module jactorch.data.layout) PadMultipleOf (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.image.transforms) (class in jactorch.transforms.vision.transforms) parallel_apply() (DictGatherDataParallel method) (JacDataParallel method) (ReplicationCallbackDataParallel method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method) param_group() (in module jactorch.graph.parameter) param_groups (AccumGrad property) (CustomizedOptimizer property) (OptimizerGroup property) Params (class in jaclearn.vision.coco.pycocotools.cocoeval) pareto() (JacRandomState method) parse_and_set_devices() (in module jacinle.cli.device) parse_args() (JacArgumentParser method) parse_devices() (in module jacinle.cli.device) parse_intermixed_args() (JacArgumentParser method) parse_known_args() (JacArgumentParser method) parse_known_intermixed_args() (JacArgumentParser method) parse_ptb() (in module jaclearn.nlp.tree.ptb) partition() (shmarray method) patch() (JacRequestHandler method) patch_dict_gathering() (in module jactorch.parallel.dict_gather) patch_replication_callback() (in module jactorch.parallel.replication_callback) path_args (JacRequestHandler attribute) path_kwargs (JacRequestHandler attribute) payload (BroadcastMessage attribute) (ControlMessage attribute) (UnicastMessage attribute) peak_local_max() (in module jactorch.vision.peak) Permutation (class in jactorch.nn.neural_logic.modules.dimension) permutation() (JacRandomState method) phase (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) pid (JacProcess property) pil_img2nd() (in module jacinle.image.backend) pil_nd2img() (in module jacinle.image.backend) pil_only() (in module jacinle.image.backend) pin_memory (JacDataLoader attribute) pin_memory_device (JacDataLoader attribute) pipe_info() (ControllerPipeStorage method) PipeBase (class in jacinle.comm.distrib.pipe) PipePeer (class in jacinle.comm.distrib.controller) pipes (PipePeer attribute) play_one_episode() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method)

plot2opencv() (in module jaclearn.visualize.plot) plot2pil() (in module jaclearn.visualize.plot) PNBalancedBinaryCrossEntropyLossWithProbs (class in jactorch.nn.losses) png_encode() (in module jacinle.image.codecs) point_euler2euler() (in module jaclearn.math.rotation) point_quat2quat() (in module jaclearn.math.rotation) poisson() (JacRandomState method) Pool (class in jacinle.concurrency.pool) PoolDataFlow (class in jaclearn.dataflow.collections) PoolRandomSampleDataFlow (class in jaclearn.dataflow.collections) pop() (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (LinearLayer method) (SequentialN method) pop_rule() (NameMatcher method) port (MemcachedKVStore attribute) (PipePeer attribute) post() (JacRequestHandler method) power() (JacRandomState method) predict() (HybridNB method) (LinearValueRegressor method) prefetch_factor (JacDataLoader attribute) prepare() (JacRequestHandler method) (TrainerEnv method) pretty_dump() (in module jacinle.io.pretty) pretty_dump_json() (in module jacinle.io.pretty) pretty_dumps_json() (in module jacinle.io.pretty) pretty_load() (in module jacinle.io.pretty) print() (G method) (GView method) (StrictG method) print2format() (in module jacinle.utils.printing) print_filedoc() (in module jacinle.utils.printing) print_help() (JacArgumentParser method) print_to() (in module jacinle.utils.printing) print_to_string() (in module jacinle.utils.printing) print_usage() (JacArgumentParser method) PrintToStringContext (class in jacinle.utils.printing) ProbabilityBilinear (class in jactorch.nn.probability) ProbabilityLinear (class in jactorch.nn.probability) ProbabilityNLinear (class in jactorch.nn.probability) Process() (Pool method) (TQDMPool method) prod() (in module jacinle.utils.numeric) (shmarray method) profile() (in module jacinle.utils.debug) profile_hook_step() (AdamW static method) proxy (AutoRestartProxy property) (GymPreventStuckProxy property) (HistoryFrameProxy property) (LimitLengthProxy property) (MapActionProxy property) (MapStateProxy property) (NOPFillProxy property) (ProxyRLEnvBase property) (RepeatActionProxy property) (TransparentAttributeProxy property) ProxyDataFlowBase (class in jaclearn.dataflow.dataflow) ProxyDataset (class in jactorch.data.dataset) ProxyRLEnvBase (class in jaclearn.rl.env) PTBNode (class in jaclearn.nlp.tree.ptb) ptp() (shmarray method) pull_pyobj() (in module jacinle.concurrency.zmq_utils) push_pyobj() (in module jacinle.concurrency.zmq_utils) put() (ControllerPipeStorage method) (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (FutureResult method) (JacRequestHandler method) (KVStoreBase method) (LMDBKVStore method) (MemcachedKVStore method) (MemKVStore method) (PipeBase method) (shmarray method) put_nowait() (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (PipeBase method) put_result() (AsyncInferenceTask method) PYTHON (DecisionRuleFormat attribute)

Q

quantize() (in module jactorch.functional.quantization) quat2axisangle() (in module jaclearn.math.rotation) quat2euler() (in module jaclearn.math.rotation) quat2mat() (in module jaclearn.math.rotation) quat2point_quat() (in module jaclearn.math.rotation) quat_conjugate() (in module jaclearn.math.rotation) quat_identity() (in module jaclearn.math.rotation) quat_mul() (in module jaclearn.math.rotation) quat_rot_vec() (in module jaclearn.math.rotation)

query() (ClientPipe method) queue (SlavePipe attribute) Queue() (Pool method) (TQDMPool method) QueueDataFlow (class in jaclearn.dataflow.collections) quick_distance_mat (CustomLavaWorldEnv property) (MazeEnv property) quick_distance_prev (CustomLavaWorldEnv property) (MazeEnv property) quit() (Controller method)

R

rand() (JacRandomState method) randint() (JacRandomState method) randn() (JacRandomState method) RANDOM (StepMaskSelectionMode attribute) random() (JacRandomState method) random_crop() (in module jaclearn.imageaug.shape) random_crop_and_resize() (in module jaclearn.imageaug.shape) random_crop_random_shape() (in module jaclearn.imageaug.shape) random_integers() (JacRandomState method) random_sample() (JacRandomState method) random_shuffle() (FilterableDatasetView method) random_size_crop() (in module jaclearn.imageaug.shape) random_trim_length() (FilterableDatasetView method) RandomApply (class in jactorch.transforms.vision.transforms) RandomChoice (class in jactorch.transforms.vision.transforms) RandomCrop (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RandomGrayscale (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RandomHorizontalFlip (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RandomIndexDataFlow (class in jaclearn.dataflow.collections) randomized_quantize() (in module jactorch.functional.quantization) RandomizedDataFlowBase (class in jaclearn.dataflow.dataflow) RandomOrder (class in jactorch.transforms.vision.transforms) RandomRepeatDataFlow (class in jaclearn.dataflow.collections) RandomResizedCrop (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RandomRotation (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RandomVerticalFlip (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) RANGE (HeatmapNormalization attribute) ravel() (shmarray method) raw() (GView method) raw_queue (DistribBroadcastPipeBase property) (DistribInputPipe property) (DistribOutputPipe property) (PipeBase property) rayleigh() (JacRandomState method) read() (StringQueue method) readonly (KVStoreBase property) (LMDBKVStore property) (MemcachedKVStore property) (MemKVStore property) REAL (LSDirectoryReturnType attribute) real (shmarray attribute) RECT (MorphologyKernelType attribute) RecurrentNeuralLogicMachine (class in jactorch.nn.neural_logic.recurrent_layer) recv() (BroadcastInputPipe method) (ClientPipe method) (GatherInputPipe method) recv_loop() (DataLoaderPipeSlave method) redirect() (JacRequestHandler method) Reducer (class in jactorch.nn.neural_logic.modules.dimension) REFLECT (ConvBorderMode attribute) refresh_valid() (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) register() (CallbackRegistry method) (DefaultRegistry method) (EventRegistry method) (EventRegistryGroup method) (JacArgumentParser method) (LockRegistry method) (NameServerControllerStorage method) (Registry method) (RegistryGroup method) (SimpleEventRegistry method) register_event() (in module jacinle.utils.registry) (TrainerEnv method) register_hook() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) register_inputs() (NameServerControllerStorage method) register_load_state_dict_post_hook() (AdamW method) register_load_state_dict_pre_hook() (AdamW method) register_outputs() (NameServerControllerStorage method) register_prehook() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) register_rng() (in module jactf.utils.init) (in module jactorch.utils.init) register_slave() (SyncMaster method) register_snapshot_parts() (LinearValueRegressor method) register_state_dict_post_hook() (AdamW method) register_state_dict_pre_hook() (AdamW method) register_step_post_hook() (AdamW method) register_step_pre_hook() (AdamW method) Registry (class in jacinle.utils.registry) RegistryGroup (class in jacinle.utils.registry) regression_accuracy() (ForwardContext method) (in module jactorch.train.monitor) REL (LSDirectoryReturnType attribute) release() (BaseFileLock method) (SoftFileLock method) (UnixFileLock method) (WindowsFileLock method) release_syslim() (in module jacinle.utils.init) remove() (in module jacinle.io.fs) (OrderedSet method) remove_child() (Node method) (PTBNode method) remove_proxies() (in module jaclearn.rl.proxy) RenamedDictSamplerBase (class in jaclearn.data.sampler) render() (DependencyVisualizer method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymRLEnv method) (JacRequestHandler method) render_arrow() (DependencyVisualizer method) render_embed_css() (JacRequestHandler method) render_embed_js() (JacRequestHandler method) render_linked_css() (JacRequestHandler method) render_linked_js() (JacRequestHandler method) render_simple_svg() (DependencyVisualizer method) render_string() (JacRequestHandler method) render_svg() (DependencyVisualizer method) render_word() (DependencyVisualizer method) repeat() (FilterableDatasetView method) (in module jactorch.functional.shape) (shmarray method) repeat_times() (in module jactorch.functional.shape) RepeatActionProxy (class in jaclearn.rl.proxy) REPLICATE (ConvBorderMode attribute) replicate() (DictGatherDataParallel method) (in module jactorch.parallel.replicate) (JacDataParallel method) (ReplicationCallbackDataParallel method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method)

ReplicationCallbackDataParallel (class in jactorch.parallel.replication_callback) repr_from_str() (in module jacinle.utils.meta) req_recv_json() (in module jacinle.concurrency.zmq_utils) req_send_and_recv() (in module jacinle.concurrency.zmq_utils) req_send_json() (in module jacinle.concurrency.zmq_utils) require_setting() (JacRequestHandler method) requires_grad (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) requires_vendors() (in module jacinle.utils.vendor) reset() (AverageMeter method) (GroupMeters method) (MujocoGymRecorder method) (Pack method) (TBGroupMeters method) reset_global_seed() (in module jacinle.random.rng) reset_parameters() (AnyDimLinear method) (AutoResetParametersMixin method) (Conv1dLayer method) (Conv2dLayer method) (Conv3dLayer method) (ConvNDLayerBase method) (Deconv1dLayer method) (Deconv2dLayer method) (Deconv3dLayer method) (GRULayer method) (LayerNorm method) (LearnedPositionalEmbedding method) (LinearClassificationModel method) (LinearLayer method) (LinearRegressionModel method) (LSTMLayer method) (MLPClassificationModel method) (MLPLayer method) (MLPModel method) (MLPRegressionModel method) (ProbabilityBilinear method) (ProbabilityLinear method) (ProbabilityNLinear method) (ResNet method) (RNNLayer method) (RNNLayerBase method) (VGG method) (WordEmbedding method) reset_resnet_parameters() (in module jactorch.models.vision.resnet) reset_vgg_parameters() (in module jactorch.models.vision.vgg) reshape() (shmarray method) ResidualConvBlock (class in jactorch.nn.residual) ResidualConvBottleneck (class in jactorch.nn.residual) ResidualGRU (class in jactorch.nn.residual) ResidualLinear (class in jactorch.nn.residual) Resize (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) resize() (in module jacinle.image.backend) (in module jacinle.image.imgproc) (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) (shmarray method) resize_minmax() (in module jacinle.image.imgproc) resize_scale() (in module jacinle.image.imgproc) resize_scale_wh() (in module jacinle.image.imgproc) resize_wh() (in module jacinle.image.imgproc) RESIZECONV (DeconvAlgo attribute) ResizeConv1d (class in jactorch.nn.cnn.conv) ResizeConv2d (class in jactorch.nn.cnn.conv) ResizeConv3d (class in jactorch.nn.cnn.conv) ResizeConvBase (class in jactorch.nn.cnn.conv) resized_crop() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) ResizeMultipleOf (class in jactorch.transforms.vision.transforms) ResNet (class in jactorch.models.vision.resnet) resolve_dependencies() (CythonJITCompiler method) restart() (AutoRestartProxy method) (CustomLavaWorldEnv method) (CustomLavaWorldTaxiEnv method) (CustomTaxiEnv method) (GymAtariRLEnv method) (GymMarioRLEnv method) (GymPreventStuckProxy method) (GymRLEnv method) (HistoryFrameProxy method) (LimitLengthProxy method) (MapActionProxy method) (MapStateProxy method) (MazeEnv method) (MoveRightEnv method) (NOPFillProxy method) (ProxyRLEnvBase method) (RepeatActionProxy method) (RLEnvBase method) (SimpleRLEnvBase method) (TransparentAttributeProxy method) restore() (SaverContext method) restore_history() (HistoryFrameProxy method) result (SlavePipe attribute) reverse_url() (JacApplication method) (JacRequestHandler method) reversed() (in module jactorch.functional.indexing) rewards (CustomLavaWorldEnv property) (MazeEnv property) rightmost_index (PTBNode property) rightmost_nonzero() (in module jactorch.functional.indexing) RLEnvBase (class in jaclearn.rl.env) rms() (in module jacinle.utils.numeric) rng (ActionSpaceBase property) (CompositionalActionSpace property) (ConcatenatedActionSpace property) (ContinuousActionSpace property) (DiscreteActionSpace property) rnn_with_length() (in module jactorch.nn.rnn_utils) RNNLayer (class in jactorch.nn.rnn_layers) RNNLayerBase (class in jactorch.nn.rnn_layers) Rotate (class in jactorch.transforms.vision.transforms) rotate() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) round() (shmarray method) round_to_straight_angles() (in module jaclearn.math.rotation) route() (in module jacinle.web.app) router_recv_json() (in module jacinle.concurrency.zmq_utils) router_send_json() (in module jacinle.concurrency.zmq_utils) row() (HTMLTableVisualizer method) rson (Node property) (PTBNode property) rules (NameMatcher property) run() (JacProcess method) (TorchTestCase method) run_master() (SyncMaster method) run_name_server() (in module jacinle.comm.distrib.name_server) run_once() (in module jacinle.utils.meta) run_slave() (SlavePipe method)

S

safe_dump() (in module jacinle.io.fs) safe_sum() (in module jacinle.utils.numeric) SAME (ConvPaddingMode attribute) sample() (ActionSpaceBase method) (CompositionalActionSpace method) (ConcatenatedActionSpace method) (ContinuousActionSpace method) (DiscreteActionSpace method) (DiscreteToMultiDiscrete method) sample_bernoulli() (in module jactorch.functional.sampling) sample_multinomial() (in module jactorch.functional.sampling) SampleBernoulli (class in jactorch.functional.sampling) SampleMultinomial (class in jactorch.functional.sampling) sampler (JacDataLoader attribute) saturation() (in module jacinle.image.imgproc) saturation_augment() (in module jaclearn.imageaug.photography) save() (SaverContext method) (Session method) save_checkpoint() (TrainerEnv method) save_figure() (HTMLTableVisualizer method) save_for_backward() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) save_for_forward() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) save_image() (HTMLTableVisualizer method) save_session() (JacRequestHandler method) saved_for_forward (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) saved_tensors (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) saved_variables (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) SaverContext (class in jacinle.utils.context) scalar_summary() (TBLogger method) scale_grad_by_freq (LearnedPositionalEmbedding attribute) scatter() (DictGatherDataParallel method) (JacDataParallel method) (ReplicationCallbackDataParallel method) (UserScatteredDataParallel method) (UserScatteredJacDataParallel method) Scharr (class in jactorch.vision.gradient) scharr() (in module jactorch.vision.gradient) search() (in module jaclearn.logic.propositional.logic_induction) searchsorted() (shmarray method) secret (InMemorySessionManager property) (KVBasedSessionManager property) (MemcachedSessionManager property) (SessionManagerBase property) seed() (DiscreteToMultiDiscrete method) (in module jacinle.random.rng) (JacRandomState method) send() (BroadcastOutputPipe method) (DataLoaderPipeMaster method) (GatherOutputPipe method) (ServerPipe method) send_error() (JacRequestHandler method) send_to_worker() (JacDataLoader method) sentinel (JacProcess property) SequenceConvWrapper (class in jactorch.nn.cnn.conv) SequentialN (class in jactorch.nn.container) serve() (SocketServer method) serve_socket() (Service method) ServerPipe (class in jacinle.comm.cs) Service (class in jacinle.comm.service) ServiceException (class in jacinle.comm.service) Session (class in jacinle.web.session) session_id (SessionIdentifier attribute) SessionIdentifier (class in jacinle.web.session) SessionManagerBase (class in jacinle.web.session) set() (BooleanEvent method) (Environ method) (FileOptions method) (InMemorySessionManager method) (KVBasedSessionManager method) (MemcachedSessionManager method) (SessionManagerBase method) (UniqueValueGetter method) set_configs() (in module jacinle.config.environ_v2) set_configs_func() (in module jacinle.config.environ_v2) set_controller() (DistribBroadcastPipeBase method) (DistribInputPipe method) (DistribOutputPipe method) (PipeBase method) set_cookie() (JacRequestHandler method) set_cuda_visible_devices() (in module jacinle.cli.device) set_default() (DefaultsManager method) (Environ method) set_default_backend() (in module jacinle.concurrency.packing) set_default_headers() (JacRequestHandler method) set_default_level() (in module jacinle.logging) set_defaults() (JacArgumentParser method) set_dirty() (LMDBKVStore method) set_env() (in module jacinle.config.environ) set_etag_header() (JacRequestHandler method) set_fallback() (CallbackRegistry method) (DefaultRegistry method) (EventRegistry method) (LockRegistry method) (Registry method) set_fallback_callback() (CallbackRegistry method) set_false() (BooleanEvent method) set_fs_verbose() (in module jacinle.io.fs) set_header() (JacRequestHandler method) set_hyperparameter() (ForwardContext method) set_index_one_hot_() (in module jactorch.functional.indexing) set_learning_rate() (in module jactorch.train.utils) (TrainerEnv method) set_limit() (LimitLengthProxy method) set_logger_default_level() (in module jacinle.logging) set_logger_output_file() (in module jacinle.logging) set_materialize_grads() (GradMulti method) (SampleBernoulli method) (SampleMultinomial method) (ZeroGradV1 method) set_output_file() (in module jacinle.logging) set_secure_cookie() (JacRequestHandler method) set_signed_cookie() (JacRequestHandler method) set_state() (JacRandomState method) set_status() (JacRequestHandler method) set_super_callback() (CallbackRegistry method) set_true() (BooleanEvent method) setDetParams() (Params method) SetDeviceAction (class in jacinle.cli.argument) setfield() (shmarray method) setflags() (shmarray method) setKpParams() (Params method) settings (JacRequestHandler property) setUp() (TorchTestCase method) setup_context() (GradMulti static method) (SampleBernoulli static method) (SampleMultinomial static method) (ZeroGradV1 static method) setup_template (CythonJITCompiler attribute)

setUpClass() (TorchTestCase class method) shape (ContinuousActionSpace property) (DiscreteToMultiDiscrete property) (shmarray attribute) shmarray (class in jacinle.concurrency.shmarray) shortDescription() (TorchTestCase method) shortest_path (CustomLavaWorldEnv property) (MazeEnv property) showAnns() (COCO method) shuffle() (JacRandomState method) shuffle_list() (JacRandomState method) shuffle_multi() (JacRandomState method) ShuffleType (class in jacinle.image.imgproc) simple_fit() (in module jactorch.quickstart.train) SimpleBatchSampler (class in jaclearn.data.sampler) SimpleDataFlowBase (class in jaclearn.dataflow.dataflow) SimpleEventRegistry (class in jacinle.utils.registry) SimpleRLEnvBase (class in jaclearn.rl.env) SITE (MujocoObjectType attribute) size (Node property) (PTBNode property) (shmarray attribute) size_split_n() (in module jacinle.nd.meta) SKIP (DataLayoutType attribute) (NeuralLogicInferenceMethod attribute) (VarLengthCollateMode attribute) skip() (in module jactorch.data.layout) skipTest() (TorchTestCase method) SlavePipe (class in jactorch.parallel.comm) SlotAttrObject (class in jacinle.utils.container) SmoothL1Loss (class in jactorch.nn.losses) Sobel (class in jactorch.vision.gradient) sobel() (in module jactorch.vision.gradient) SobelBase (class in jactorch.vision.gradient) sock (ControlMessage attribute) socket() (Controller method) SocketClient (class in jacinle.comm.service) SocketServer (class in jacinle.comm.service) soft_amax() (in module jactorch.functional.arith) soft_amin() (in module jactorch.functional.arith) SoftFileLock (class in jacinle.utils.filelock) softmax() (in module jacinle.nd.shape) SoftmaxImplmentation (class in jactorch.nn.gumbel_softmax.functional) sort() (FilterableDatasetView method) (shmarray method) sorted_iter() (in module jacinle.concurrency.queue) source_footer (CythonJITCompiler attribute) source_header (CythonJITCompiler attribute) sparse (LearnedPositionalEmbedding attribute) split_kfold() (FilterableDatasetView method) split_trainval() (FilterableDatasetView method) squeeze() (shmarray method) ssmap() (in module jaclearn.dataflow.utils) STACK (DataLayoutType attribute) (VarLengthCollateMode attribute) stack() (in module jactorch.data.layout) STANDARD (SoftmaxImplmentation attribute) standard_cauchy() (JacRandomState method) standard_exponential() (JacRandomState method) standard_gamma() (JacRandomState method) standard_normal() (JacRandomState method) standard_t() (JacRandomState method) start() (CounterBasedMonitor method) (JacProcess method) (Pool method) (TQDMPool method) start_point (CustomLavaWorldEnv property) (MazeEnv property) start_request() (JacApplication method) stat_histogram() (in module jaclearn.data.stat) state (AccumGrad property) (CustomizedOptimizer property) (OptimizerGroup property) state_dict() (AccumGrad method) (AdamW method) (CustomizedOptimizer method) (in module jactorch.io) (OptimizerGroup method) state_is_tuple (GRULayer property) (LSTMLayer property) (RNNLayer property) (RNNLayerBase property) StateDictKeyError static_url() (JacRequestHandler method) stats (AutoRestartProxy property) (CustomLavaWorldEnv property) (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) (GymAtariRLEnv property) (GymMarioRLEnv property) (GymPreventStuckProxy property) (GymRLEnv property) (HistoryFrameProxy property) (LimitLengthProxy property) (MapActionProxy property) (MapStateProxy property) (MazeEnv property) (MoveRightEnv property) (NOPFillProxy property) (ProxyRLEnvBase property) (RepeatActionProxy property) (RLEnvBase property) (SimpleRLEnvBase property) (TransparentAttributeProxy property) std (AverageMeter attribute) (GroupMeters property) (TBGroupMeters property) std() (in module jacinle.utils.numeric) (shmarray method) step() (AccumGrad method) (AdamW method) (CustomizedOptimizer method) (MujocoGymRecorder method) (OptimizerGroup method) (Pack method) (TrainerEnv method) StepMaskSelectionMode (class in jaclearn.nlp.tree.constituency) stformat() (in module jacinle.utils.printing) stmap() (in module jacinle.utils.meta) stprint() (in module jacinle.utils.printing) str2bool() (in module jacinle.cli.keyboard) str2bool_long() (in module jacinle.cli.keyboard) StrictG (class in jacinle.config.environ_v2) strides (shmarray attribute) StringQueue (class in jacinle.comm.echo) style (DependencyVisualizer attribute) subclass_registry_point() (in module jacinle.utils.registry) subTest() (TorchTestCase method) subtract_euler() (in module jaclearn.math.rotation) sum (AverageMeter attribute) (GroupMeters property) (TBGroupMeters property) sum() (shmarray method) sum2 (AverageMeter attribute) summarize() (COCOeval method) super_callback (CallbackRegistry property) SUPPORTED_METHODS (JacRequestHandler attribute) suppress_output() (in module jacinle.utils.printing) suppress_stderr() (in module jacinle.utils.printing) suppress_stdout() (in module jacinle.utils.printing) swapaxes() (shmarray method) synchronized() (in module jacinle.utils.meta) (LockRegistry method) SyncMaster (class in jactorch.parallel.comm)

T

T (shmarray attribute) table() (HTMLTableVisualizer method) tabulate_dataclass() (in module jacinle.utils.printing) take() (shmarray method) TBGroupMeters (class in jactorch.train.tb) TBLogger (class in jactorch.train.tb) td_css (HTMLTableColumnDesc attribute) tearDown() (TorchTestCase method) tearDownClass() (TorchTestCase class method) tempfile() (in module jacinle.io.fs) TenCrop (class in jactorch.transforms.vision.transforms) TENSORFLOW (ConvPaddingMode attribute) (DeviceNameFormat attribute) terminate() (JacProcess method) (Pool method) (TQDMPool method) test_key() (Controller method) tick() (Clock method) (Counter method) (CounterBasedEvent method) (CounterBasedMonitor method) time() (in module jacinle.utils.debug) timeout (BaseFileLock property) (JacDataLoader attribute) (SoftFileLock property) (UnixFileLock property) (WindowsFileLock property) timeout() (in module jacinle.utils.meta) timeout_ipdb() (in module jacinle.utils.debug) to_identifier (UnicastMessage attribute) to_jsonable() (DiscreteToMultiDiscrete method) to_save (GradMulti attribute) (SampleBernoulli attribute) (SampleMultinomial attribute) (ZeroGradV1 attribute) to_sentence() (PTBNode method) to_string() (PTBNode method) toBbox() (in module jaclearn.vision.coco.pycocotools.mask) tobytes() (shmarray method) tofile() (shmarray method) tolist() (shmarray method) tomaxint() (JacRandomState method) top_hat() (in module jactorch.vision.morphology) TopHat (class in jactorch.vision.morphology) ToPILImage (class in jactorch.transforms.vision.transforms) TorchApplyRecorderMixin (class in jactorch.nn.simple) TorchTestCase (class in jactorch.utils.unittest) tostring() (shmarray method) tot_count (AverageMeter attribute) ToTensor (class in jactorch.transforms.bbox.transforms) (class in jactorch.transforms.coor.transforms) (class in jactorch.transforms.vision.transforms) tqdm() (in module jacinle.utils.tqdm) tqdm_gofor() (in module jacinle.utils.tqdm) tqdm_pbar() (in module jacinle.utils.tqdm)

tqdm_zip() (in module jacinle.utils.tqdm) TQDMPool (class in jacinle.concurrency.pool) trace() (shmarray method) train() (ModelTrainer method) train_epoch() (ModelTrainer method) train_step() (ModelTrainer method) TrainerEnv (class in jactorch.train.env) transaction() (KVStoreBase method) (LMDBKVStore method) (MemcachedKVStore method) (MemKVStore method) TransformBase (class in jactorch.transforms.vision.transforms) TransformDataTypes (class in jactorch.transforms.vision.transforms) TransformFunctionBase (class in jactorch.transforms.vision.transforms) TransformFunctionBaseImageOnly (class in jactorch.transforms.vision.transforms) TransformGuide (class in jactorch.transforms.vision.transforms) TransparentAttributeProxy (class in jaclearn.rl.proxy) transpose() (shmarray method) triangular() (JacRandomState method) trigger() (EventRegistry method) (EventRegistryGroup method) (SimpleEventRegistry method) trigger_args() (EventRegistry method) trigger_event() (in module jacinle.utils.registry) (TrainerEnv method) trim_length() (FilterableDatasetView method) trim_range() (FilterableDatasetView method) try_run() (in module jacinle.utils.meta) try_start() (Pool method) (TQDMPool method) tstat() (in module jactorch.functional.arith) tune_opencv() (in module jacinle.utils.init) tune_tensorflow() (in module jactf.utils.init) tuple_to_classname() (in module jacinle.utils.imp) txn (LMDBKVStore property) type (HTMLTableColumnDesc attribute) type_name() (ConvBorderMode class method) (ConvPaddingMode class method) (DataLayoutType class method) (DecisionRuleFormat class method) (DeconvAlgo class method) (DeviceNameFormat class method) (HeatmapNormalization class method) (JacEnum class method) (LossAverageMethod class method) (LSDirectoryReturnType class method) (MorphologyKernelType class method) (MujocoObjectType class method) (NaiveBayesianDistribution class method) (NeuralLogicInferenceMethod class method) (ShuffleType class method) (SoftmaxImplmentation class method) (StepMaskSelectionMode class method) (TransformDataTypes class method) (VarLengthCollateMode class method) (VarLengthCollateV3Mode class method)

U

uid() (in module jacinle.concurrency.zmq_utils) unbatchify() (in module jacinle.nd.batch) unhook_exception_ipdb() (in module jacinle.utils.debug) UnicastMessage (class in jacinle.comm.distrib.controller) uniform() (JacRandomState method) UniqueValueGetter (class in jacinle.utils.argument) UnixFileLock (class in jacinle.utils.filelock) unregister() (CallbackRegistry method) (DefaultRegistry method) (EventRegistry method) (LockRegistry method) (NameServerControllerStorage method) (Registry method) unsqueeze() (in module jacinle.nd.shape) unsqueeze_as() (in module jacinle.nd.shape) unwrapped (AutoRestartProxy property) (CustomLavaWorldEnv property) (CustomLavaWorldTaxiEnv property) (CustomTaxiEnv property) (DictDataFlowProxy property) (DictToBatchDataFlow property) (FilterableDatasetView property) (GymAtariRLEnv property) (GymMarioRLEnv property) (GymPreventStuckProxy property) (GymRLEnv property) (HistoryFrameProxy property) (JacDataLoaderMultiGPUWrapper property) (LimitLengthProxy property) (MapActionProxy property) (MapDataFlow property) (MapStateProxy property) (MazeEnv property) (MoveRightEnv property) (NOPFillProxy property) (ProxyDataFlowBase property) (ProxyRLEnvBase property) (RepeatActionProxy property) (RLEnvBase property) (SimpleRLEnvBase property) (TransparentAttributeProxy property)

update() (AverageMeter method) (Controller method) (Environ method) (GroupMeters method) (GView method) (KVStoreBase method) (LMDBKVStore method) (MemcachedKVStore method) (MemKVStore method) (SlotAttrObject method) (TBGroupMeters method) (TrainerEnv method) update_env() (in module jacinle.config.environ) update_mo() (ForwardContext method) update_monitors() (ForwardContext method) update_title() (Controller method) use_copy_stream (UserScatteredDataParallel attribute) use_shared_memory() (in module jactorch.data.collate.utils) use_user_scattered() (in module jactorch.parallel.user_scattered) user_scattered_collate() (in module jactorch.data.collate.utils) UserScatteredDataParallel (class in jactorch.parallel.user_scattered) UserScatteredJacDataParallel (class in jactorch.parallel.data_parallel) usesTime() (JacLogFormatter method)

V

val (AverageMeter attribute) (GroupMeters property) (TBGroupMeters property) VALID (ConvPaddingMode attribute) (LossAverageMethod attribute) validate() (ModelTrainer method) (StrictG method) validate_step() (ModelTrainer method) value() (BooleanEvent method) values() (GView method) ValueScheduler (class in jacinle.utils.value_scheduler) var() (shmarray method) var_from_list() (in module jactorch.graph.variable) var_with() (in module jactorch.graph.variable) VarLengthCollateMode (class in jactorch.data.collate.utils) VarLengthCollateV1 (class in jactorch.data.collate.collate_v1) VarLengthCollateV2 (class in jactorch.data.collate.collate_v2) VarLengthCollateV3 (class in jactorch.data.collate.collate_v3) VarLengthCollateV3Mode (class in jactorch.data.collate.collate_v3) VFlip (class in jactorch.transforms.vision.transforms)

vflip() (in module jactorch.transforms.bbox.functional) (in module jactorch.transforms.coor.functional) (in module jactorch.transforms.vision.functional.bbox) (in module jactorch.transforms.vision.functional.coor) VGG (class in jactorch.models.vision.vgg) view() (shmarray method) vis_bboxes() (in module jaclearn.visualize.box) visible_size (CustomLavaWorldEnv property) (MazeEnv property) visualize_list() (in module jaclearn.nlp.graph.dependency_visualizer.render) visualize_simple_svg() (in module jaclearn.nlp.graph.dependency_visualizer.render) visualize_word_embedding_tb() (in module jaclearn.embedding.visualize_tb) vjp() (GradMulti static method) (SampleBernoulli static method) (SampleMultinomial static method) (ZeroGradV1 static method) vmap() (GradMulti static method) (SampleBernoulli static method) (SampleMultinomial static method) (ZeroGradV1 static method) vonmises() (JacRandomState method)

W

wait() (BooleanEvent method) (CounterBasedEvent method) (MTCoordinatorEvent method) wait_false() (BooleanEvent method) wait_true() (BooleanEvent method) wald() (JacRandomState method) weibull() (JacRandomState method) weight (AnyDimLinear attribute) (LearnedPositionalEmbedding attribute) (ProbabilityBilinear attribute) (ProbabilityLinear attribute) (WordEmbedding property)

WindowsFileLock (class in jacinle.utils.filelock) with_env() (in module jacinle.config.environ) with_seed() (in module jacinle.random.rng) WordEmbedding (class in jactorch.nn.word_embedding) worker_init() (DataLoaderPipeSlave method) wrap_custom_as_default() (DefaultsManager method) (in module jacinle.utils.defaults) write() (JacRequestHandler method) (StringQueue method) write_cython() (CythonJITCompiler method) write_error() (JacRequestHandler method) WRITEABLE (shmarray attribute) WRITEBACKIFCOPY (shmarray attribute)

X

xsrf_form_html() (JacRequestHandler method)

xsrf_token (JacRequestHandler property)

Y

yes_or_no() (in module jacinle.cli.keyboard)

yn2bool() (in module jacinle.cli.keyboard)

Z

zero_grad() (AccumGrad method) (AdamW method) (CustomizedOptimizer method) (in module jactorch.functional.grad) (OptimizerGroup method) zero_grad_v1() (in module jactorch.functional.grad) zero_grad_v2() (in module jactorch.functional.grad)

zero_state() (GRULayer method) (LSTMLayer method) (RNNLayer method) (RNNLayerBase method) ZeroGradV1 (class in jactorch.functional.grad) ZEROS (ConvBorderMode attribute) zeros() (in module jacinle.concurrency.shmarray) zipf() (JacRandomState method)