MaxCut initial commit

model_compression_toolkit/core/common/mixed_precision/mixed_precision_search_manager.py

@@ -27,6 +27,7 @@
 from model_compression_toolkit.core.common.mixed_precision.resource_utilization_tools.ru_functions_mapping import RuFunctions
 from model_compression_toolkit.core.common.mixed_precision.resource_utilization_tools.ru_aggregation_methods import MpRuAggregation
 from model_compression_toolkit.core.common.mixed_precision.resource_utilization_tools.ru_methods import MpRuMetric, calc_graph_cuts
+from model_compression_toolkit.core.common.graph.memory_graph.compute_graph_max_cut import Cut
 from model_compression_toolkit.core.common.framework_info import FrameworkInfo
 from model_compression_toolkit.core.common.mixed_precision.sensitivity_evaluation import SensitivityEvaluation
 
@@ -81,9 +82,9 @@ def __init__(self,
                                                                        original_graph=self.original_graph)
 
     @property
-    def cuts(self):
+    def cuts(self) -> List[Cut]:
         """
-        Calcualtes graph cuts. Written as property so it will only be calculkated once and
+        Calculates graph cuts. Written as property, so it will only be calculated once and
         only if cuts are needed.
 
         """
@@ -121,9 +122,9 @@ def get_sensitivity_metric(self) -> Callable:
 
         return self.sensitivity_evaluator.compute_metric
 
-    def _calc_ru_fn(self, ru_target, ru_fn, mp_cfg):
+    def _calc_ru_fn(self, ru_target, ru_fn, mp_cfg) -> np.ndarray:
         """
-        Computes a resource utilization for a certain mp configuration
+        Computes a resource utilization for a certain mixed precision configuration.
         The method computes a resource utilization vector for specific target resource utilization.
 
         Returns: resource utilization value.

model_compression_toolkit/core/common/mixed_precision/resource_utilization_tools/ru_methods.py

@@ -132,6 +132,7 @@ def activation_maxcut_size_utilization(mp_cfg: List[int],
             (not used in this method).
         fw_impl: FrameworkImplementation object with specific framework methods implementation(not used in this method).
         cuts: a list of graph cuts (optional. if not provided calculated locally).
+    TODO maxcut: refactor - need to remove the cuts so all metric functions signatures are the same.
 
     Returns: A vector of node's cut memory sizes.
     Note that the vector is not necessarily of the same length as the given config.