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- Doctoria CXR Thoraric Full Model.pth334 MB
Detected Pickle imports (107)
- "__main__.VBDDataset",
- "numpy.dtype",
- "torchvision.models.detection.faster_rcnn.TwoMLPHead",
- "fsspec.spec.make_instance",
- "pandas.core.indexes.base.Index",
- "pytorch_lightning.trainer.connectors.debugging_connector.DebuggingConnector",
- "torchvision.models._utils.IntermediateLayerGetter",
- "pytorch_lightning.plugins.precision.native_amp.NativeMixedPrecisionPlugin",
- "__builtin__.dict",
- "pytorch_lightning.tuner.tuning.Tuner",
- "pytorch_lightning.utilities.warnings.WarningCache",
- "pytorch_lightning.loggers.tensorboard.TensorBoardLogger",
- "pytorch_lightning.trainer.connectors.accelerator_connector.AcceleratorConnector",
- "torch._utils._rebuild_tensor_v2",
- "pytorch_lightning.trainer.connectors.data_connector.DataConnector",
- "pytorch_lightning.plugins.environments.torchelastic_environment.TorchElasticEnvironment",
- "pytorch_lightning.callbacks.gradient_accumulation_scheduler.GradientAccumulationScheduler",
- "albumentations.core.composition.Compose",
- "torch.utils.data.dataloader.DataLoader",
- "pytorch_lightning.trainer.connectors.training_trick_connector.TrainingTricksConnector",
- "pytorch_lightning.utilities.enums.AMPType",
- "albumentations.core.composition.BboxParams",
- "torch.nn.modules.linear.Linear",
- "pytorch_lightning.trainer.states.TrainerState",
- "torchvision.ops.feature_pyramid_network.FeaturePyramidNetwork",
- "torch.nn.modules.container.ModuleList",
- "torch.device",
- "torch.utils.data.sampler.RandomSampler",
- "pytorch_lightning.callbacks.model_checkpoint.ModelCheckpoint",
- "torchvision.models.detection.transform.GeneralizedRCNNTransform",
- "torch._utils._rebuild_parameter",
- "torch.optim.lr_scheduler.CosineAnnealingLR",
- "pytorch_lightning.utilities.enums.DeviceType",
- "torchvision.models.detection._utils.BoxCoder",
- "torch.nn.modules.pooling.MaxPool2d",
- "pytorch_lightning.core.step_result.Result",
- "pytorch_lightning.trainer.supporters.CombinedLoader",
- "numpy.mean",
- "collections.OrderedDict",
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- "pytorch_lightning.trainer.trainer.Trainer",
- "torchvision.models.resnet.Bottleneck",
- "pytorch_lightning.trainer.connectors.slurm_connector.SLURMConnector",
- "torchvision.ops.feature_pyramid_network.LastLevelMaxPool",
- "torch.nn.modules.activation.ReLU",
- "pytorch_lightning.trainer.connectors.optimizer_connector.OptimizerConnector",
- "torchvision.ops.misc.FrozenBatchNorm2d",
- "fsspec.implementations.local.LocalFileSystem",
- "pytorch_lightning.trainer.supporters.TensorRunningAccum",
- "pytorch_lightning.utilities.parsing.AttributeDict",
- "torch.nn.modules.conv.Conv2d",
- "torchvision.models.detection.faster_rcnn.FasterRCNN",
- "pytorch_lightning.trainer.connectors.callback_connector.CallbackConnector",
- "torchvision.models.detection.anchor_utils.AnchorGenerator",
- "pytorch_lightning.plugins.training_type.single_device.SingleDevicePlugin",
- "__main__.VinDetector",
- "torchvision.ops.poolers.MultiScaleRoIAlign",
- "torch.DoubleStorage",
- "collections.defaultdict",
- "pytorch_lightning.trainer.states.RunningStage",
- "pandas.core.indexes.range.RangeIndex",
- "torch.cuda.amp.grad_scaler.GradScaler",
- "torchvision.models.detection.roi_heads.RoIHeads",
- "torchvision.ops.boxes.box_iou",
- "torch.FloatStorage",
- "pytorch_lightning.trainer.connectors.checkpoint_connector.CheckpointConnector",
- "pytorch_lightning.trainer.supporters.CombinedDataset",
- "__builtin__.slice",
- "pandas.core.frame.DataFrame",
- "pytorch_lightning.trainer.supporters.Accumulator",
- "pytorch_lightning.accelerators.gpu.GPUAccelerator",
- "pytorch_lightning.profiler.profilers.PassThroughProfiler",
- "pytorch_lightning.trainer.connectors.logger_connector.epoch_result_store.EpochResultStore",
- "pytorch_lightning.trainer.connectors.logger_connector.logger_connector.LoggerConnector",
- "pytorch_lightning.utilities.debugging.InternalDebugger",
- "numpy.ndarray",
- "torch.cuda.amp.grad_scaler._refresh_per_optimizer_state",
- "albumentations.pytorch.transforms.ToTensorV2",
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- "pytorch_lightning.trainer.connectors.profiler_connector.ProfilerConnector",
- "pandas.core.internals.managers.BlockManager",
- "torch.float32",
- "torchvision.models.detection.rpn.RPNHead",
- "__builtin__.set",
- "pytorch_lightning.trainer.configuration_validator.ConfigValidator",
- "pandas.core.indexes.base._new_Index",
- "pytorch_lightning.trainer.connectors.logger_connector.callback_hook_validator.CallbackHookNameValidator",
- "__builtin__.getattr",
- "torch.nn.modules.container.Sequential",
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- "albumentations.core.composition.Transforms",
- "pytorch_lightning.callbacks.progress.ProgressBar",
- "pytorch_lightning.trainer.connectors.model_connector.ModelConnector",
- "torchvision.ops.poolers.LevelMapper",
- "pytorch_lightning.trainer.connectors.logger_connector.metrics_holder.MetricsHolder",
- "torchvision.models.detection._utils.Matcher",
- "numpy.core.multiarray._reconstruct",
- "torch.utils.data.sampler.BatchSampler",
- "albumentations.augmentations.transforms.Flip",
- "torchvision.models.detection.backbone_utils.BackboneWithFPN",
- "pytorch_lightning.trainer.training_loop.TrainLoop",
- "pytorch_lightning.trainer.predict_loop.PredictLoop",
- "torchvision.models.detection.rpn.RegionProposalNetwork",
- "_codecs.encode",
- "torchvision.models.detection.faster_rcnn.FastRCNNPredictor"
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