Explicit vectorization

dace/config_schema.yml

@@ -261,7 +261,7 @@ required:
                         type: str
                         title: Arguments
                         description: Compiler argument flags
-                        default: '-std=c++14 -fPIC -Wall -Wextra -O3 -march=native -ffast-math -Wno-unused-parameter -Wno-unused-label'
+                        default: '-fopenmp -std=c++14 -fPIC -Wall -Wextra -O0 -g -march=native -ffast-math -Wno-unused-parameter -Wno-unused-label'
                         default_Windows: '/O2 /fp:fast /arch:AVX2 /D_USRDLL /D_WINDLL /D__restrict__=__restrict'
 
                     libs:

dace/frontend/python/parser.py

@@ -15,6 +15,7 @@
 from dace.frontend.python import (newast, common as pycommon, cached_program, preprocessing)
 from dace.sdfg import SDFG, utils as sdutils
 from dace.data import create_datadescriptor, Data
+from dace.sdfg.dealias import dealias
 
 try:
     from typing import get_origin, get_args
@@ -286,6 +287,8 @@ def to_sdfg(self, *args, simplify=None, save=False, validate=False, use_cache=Fa
             # Add to cache
             self._cache.add(cachekey, sdfg, None)
 
+        dealias(sdfg)
+
         return sdfg
 
     def __sdfg__(self, *args, **kwargs) -> SDFG:

dace/sdfg/dealias.py

@@ -0,0 +1,149 @@
+# Copyright 2019-2025 ETH Zurich and the DaCe authors. All rights reserved.
+import dace
+import copy
+from typing import Set, Dict
+
+from dace.sdfg.graph import MultiConnectorEdge
+from dace import SDFGState
+
+FULL_VIEW_SUFFIX = "fullview"
+SLICE_SUFFIX = "slice"
+
+
+def _get_new_connector_name(edge: MultiConnectorEdge, repldict: Dict[str, str], other_repldict: Dict[str, str],
+                            state: SDFGState, sdfg: dace.SDFG) -> str:
+    """
+    Determine new connector name for an edge based on data access patterns.
+    Following the description in the dealias routine
+
+    Args:
+        edge: The edge containing data access information
+        repldict: Dictionary of existing replacements to avoid name conflicts
+        state: The SDFG state containing the edge
+
+    Returns:
+        str: New connector name - either the original array name (for full access)
+             or a unique slice name (for partial access)
+    """
+    arr = state.sdfg.arrays[edge.data.data]
+    data_shape = arr.shape
+
+    # Full subset?
+    full_range = dace.subsets.Range([(0, dim - 1, 1) for dim in data_shape])
+    is_complete_subset = edge.data.subset == full_range
+
+    combined_repldict = repldict | other_repldict
+
+    if is_complete_subset:
+        candidate_name = edge.data.data
+        i = 1
+        while candidate_name in sdfg.arrays or candidate_name in repldict.values():
+            candidate_name = f"{edge.data.data}_{FULL_VIEW_SUFFIX}_{i}"
+            i += 1
+        return candidate_name
+    else:
+        i = 1
+        candidate_name = f"{edge.data.data}_{SLICE_SUFFIX}_{i}"
+        while candidate_name in combined_repldict.values() or candidate_name in sdfg.arrays:
+            i += 1
+            candidate_name = f"{edge.data.data}_{SLICE_SUFFIX}_{i}"
+        return candidate_name
+
+
+def dealias(sdfg: dace.SDFG):
+    """
+    Remove aliasing in nested SDFG connectors by replacing temporary names with meaningful ones.
+
+    Temporary connector names (e.g., tmpxceX) are replaced with names that reflect the actual data
+    being accessed (e.g. <data_name>_slice_<id> or <data_name>). Depending on applicability
+
+    The function handles two main cases:
+    1. Full array access: A[::] -> connector gets named 'A'
+    2. Partial array access: A[i:j] -> connector gets named 'A_slice_<id>' <id> is needed in
+    case multiple slices of the same array are used.
+
+
+    Args:
+        sdfg (dace.SDFG): Modified in-place.
+    """
+    recurse_in: Set[dace.nodes.NestedSDFG] = set()
+
+    for state in sdfg.all_states():
+        for node in state.nodes():
+            if isinstance(node, dace.nodes.NestedSDFG):
+                recurse_in.add(node)
+
+                in_edges = state.in_edges(node)
+                out_edges = state.out_edges(node)
+
+                # Gather all replacements we need
+                # E.g.                      A[::] -> tmpxceX (NestedSDFG)
+                # Needs to be replaced with A[::] -> A_slice (NestedSDFG)
+                # A_slice is chosen if the subset is different than the complete shape A
+                # Otherwise A is chosen
+                # Also consider the case where A[i] -> tmp1 (NestedSDFG)
+                #                              A[j] -> tmp2
+                # In this case we need not map them to A twice but to A_slice1, A_slice2
+                input_repldict = dict()
+                output_repldict = dict()
+                for in_edge in in_edges:
+                    # Skip "__return"
+                    if in_edge.data is not None and in_edge.data.data == "__return":
+                        continue
+                    if in_edge.data is not None and in_edge.data.data != in_edge.dst_conn:
+                        new_connector = _get_new_connector_name(in_edge, input_repldict, output_repldict, state,
+                                                                node.sdfg)
+                        input_repldict[in_edge.dst_conn] = new_connector
+
+                for out_edge in out_edges:
+                    if out_edge.data is not None and out_edge.data.data == "__return":
+                        continue
+                    if out_edge.data is not None and out_edge.data.data != out_edge.src_conn:
+                        new_connector = _get_new_connector_name(out_edge, output_repldict, input_repldict, state,
+                                                                node.sdfg)
+                        output_repldict[out_edge.src_conn] = new_connector
+
+                # Replace connectors rm tmpxceX connector with A
+                for dst_name in set(input_repldict.keys()):
+                    rmed = node.remove_in_connector(dst_name)
+                    assert rmed, f"Could not removed in connector that is not used anymore: {dst_name}"
+                for dst_name in set(output_repldict.keys()):
+                    rmed = node.remove_out_connector(dst_name)
+                    assert rmed, f"Could not removed out connector that is not used anymore: {dst_name}"
+                for src_name in set(input_repldict.values()):
+                    added = node.add_in_connector(src_name, force=True)
+                    assert added, f"Could add the new in connector to the nested sdfg: {src_name}"
+                for src_name in set(output_repldict.values()):
+                    added = node.add_out_connector(src_name, force=True)
+                    assert added, f"Could add the new out connector to the nested sdfg: {src_name}"
+
+                # Update edges
+                for in_edge in state.in_edges(node):
+                    if in_edge.dst_conn in input_repldict:
+                        in_edge.dst_conn = input_repldict[in_edge.dst_conn]
+                for out_edge in state.out_edges(node):
+                    if out_edge.src_conn in output_repldict:
+                        out_edge.src_conn = output_repldict[out_edge.src_conn]
+
+                # Replace the data containers
+                # If data / access nodes are not manually changed before hand
+                # Dace will try to assign to scalars from a symbolic value and crash the thing
+                replace_dict = (input_repldict | output_repldict)
+                print(replace_dict)
+                added_arrays: Set[str] = set()
+                for dst_name, src_name in replace_dict.items():
+                    desc: dace.data.Data = node.sdfg.arrays[dst_name]
+                    added_arrays.add(src_name)
+                    if src_name in node.sdfg.arrays:
+                        assert src_name in added_arrays, f"{src_name} is in sdfg.arrays but has not been added by dealias for replacements: {replace_dict}."
+                    else:
+                        node.sdfg.remove_data(dst_name, validate=False)
+                        node.sdfg.add_datadesc(name=src_name, datadesc=desc, find_new_name=False)
+
+                # Necessary for DaCe to try assign the value to the missing access node from a tasklet
+                for inner_state in node.sdfg.all_states():
+                    for inner_node in inner_state.nodes():
+                        if isinstance(inner_node, dace.nodes.AccessNode) and inner_node.data in replace_dict:
+                            inner_node.data = replace_dict[inner_node.data]
+
+                node.sdfg.replace_dict(repldict=replace_dict)