Adds new enums

monai/utils/__init__.py

@@ -17,6 +17,8 @@
 from .deprecate_utils import DeprecatedError, deprecated, deprecated_arg, deprecated_arg_default
 from .dist import RankFilter, evenly_divisible_all_gather, get_dist_device, string_list_all_gather
 from .enums import (
+    AdversarialIterationEvents,
+    AdversarialKeys,
     AlgoKeys,
     Average,
     BlendMode,
@@ -46,6 +48,8 @@
     MetricReduction,
     NdimageMode,
     NumpyPadMode,
+    OrderingTransformations,
+    OrderingType,
     PatchKeys,
     PostFix,
     ProbMapKeys,

monai/utils/enums.py

@@ -13,8 +13,11 @@
 
 import random
 from enum import Enum
+from typing import TYPE_CHECKING
 
+from monai.config import IgniteInfo
 from monai.utils import deprecated
+from monai.utils.module import min_version, optional_import
 
 __all__ = [
     "StrEnum",
@@ -88,6 +91,14 @@ def __repr__(self):
         return self.value
 
 
+if TYPE_CHECKING:
+    from ignite.engine import EventEnum
+else:
+    EventEnum, _ = optional_import(
+        "ignite.engine", IgniteInfo.OPT_IMPORT_VERSION, min_version, "EventEnum", as_type="base"
+    )
+
+
 class NumpyPadMode(StrEnum):
     """
     See also: https://numpy.org/doc/1.18/reference/generated/numpy.pad.html
@@ -692,3 +703,39 @@ class AlgoKeys(StrEnum):
     ALGO = "algo_instance"
     IS_TRAINED = "is_trained"
     SCORE = "best_metric"
+
+
+class AdversarialKeys(StrEnum):
+    REALS = "reals"
+    REAL_LOGITS = "real_logits"
+    FAKES = "fakes"
+    FAKE_LOGITS = "fake_logits"
+    RECONSTRUCTION_LOSS = "reconstruction_loss"
+    GENERATOR_LOSS = "generator_loss"
+    DISCRIMINATOR_LOSS = "discriminator_loss"
+
+
+class AdversarialIterationEvents(EventEnum):
+    RECONSTRUCTION_LOSS_COMPLETED = "reconstruction_loss_completed"
+    GENERATOR_FORWARD_COMPLETED = "generator_forward_completed"
+    GENERATOR_DISCRIMINATOR_FORWARD_COMPLETED = "generator_discriminator_forward_completed"
+    GENERATOR_LOSS_COMPLETED = "generator_loss_completed"
+    GENERATOR_BACKWARD_COMPLETED = "generator_backward_completed"
+    GENERATOR_MODEL_COMPLETED = "generator_model_completed"
+    DISCRIMINATOR_REALS_FORWARD_COMPLETED = "discriminator_reals_forward_completed"
+    DISCRIMINATOR_FAKES_FORWARD_COMPLETED = "discriminator_fakes_forward_completed"
+    DISCRIMINATOR_LOSS_COMPLETED = "discriminator_loss_completed"
+    DISCRIMINATOR_BACKWARD_COMPLETED = "discriminator_backward_completed"
+    DISCRIMINATOR_MODEL_COMPLETED = "discriminator_model_completed"
+
+
+class OrderingType(StrEnum):
+    RASTER_SCAN = "raster_scan"
+    S_CURVE = "s_curve"
+    RANDOM = "random"
+
+
+class OrderingTransformations(StrEnum):
+    ROTATE_90 = "rotate_90"
+    TRANSPOSE = "transpose"
+    REFLECT = "reflect"