Mapping to cgra

compiler/sam-outputs/onyx-dot/matmul_ikj.gv

@@ -0,0 +1,44 @@
+digraph SAM {
+    comment="X=ss01,B=ss01,C=ss01"
+    20 [comment="type=vectorreducer,index=j" label="VectorReducer j" color=brown shape=box style=filled type="vectorreducer" accum_index="j"]
+    0 [comment="type=fiberwrite,mode=vals,tensor=X,size=1*B0_dim*C1_dim,sink=true" label="FiberWrite Vals: X" color=green3 shape=box style=filled type="fiberwrite" tensor="X" mode="vals" size="1*B0_dim*C1_dim" sink="true"]
+    1 [comment="type=fiberwrite,index=j,tensor=X,mode=1,format=compressed,segsize=B0_dim+1,crdsize=B0_dim*C1_dim,sink=true" label="FiberWrite j: X1\ncompressed" color=green3 shape=box style=filled type="fiberwrite" index="j" tensor="X" mode="1" format="compressed" segsize="B0_dim+1" crdsize="B0_dim*C1_dim" sink="true"]
+    19 [comment="type=fiberlookup,index=i,tensor=B,mode=0,format=compressed,src=true,root=true" label="FiberLookup i: B0\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="i" tensor="B" mode="0" format="compressed" src="true" root="true"]
+    18 [comment="type=broadcast" shape=point style=invis type="broadcast"]
+    2 [comment="type=fiberwrite,index=i,tensor=X,mode=0,format=compressed,segsize=2,crdsize=B0_dim,sink=true" label="FiberWrite i: X0\ncompressed" color=green3 shape=box style=filled type="fiberwrite" index="i" tensor="X" mode="0" format="compressed" segsize="2" crdsize="B0_dim" sink="true"]
+    17 [comment="type=repsiggen,index=i" label="RepeatSignalGenerator i" color=cyan3 shape=box style=filled type="repsiggen" index="i"]
+    16 [comment="type=repeat,index=i,tensor=C,root=true" label="Repeat i: C" color=cyan2 shape=box style=filled type="repeat" index="i" tensor="C" root="true"]
+    15 [comment="type=fiberlookup,index=k,tensor=C,mode=0,format=compressed,src=true,root=false" label="FiberLookup k: C0\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="k" tensor="C" mode="0" format="compressed" src="true" root="false"]
+    13 [comment="type=intersect,index=k" label="intersect k" color=purple shape=box style=filled type="intersect" index="k"]
+    9 [comment="type=repeat,index=j,tensor=B,root=false" label="Repeat j: B" color=cyan2 shape=box style=filled type="repeat" index="j" tensor="B" root="false"]
+    7 [comment="type=arrayvals,tensor=B" label="Array Vals: B" color=green2 shape=box style=filled type="arrayvals" tensor="B"]
+    6 [comment="type=mul" label="Mul" color=brown shape=box style=filled type="mul"]
+    12 [comment="type=fiberlookup,index=j,tensor=C,mode=1,format=compressed,src=true,root=false" label="FiberLookup j: C1\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="j" tensor="C" mode="1" format="compressed" src="true" root="false"]
+    11 [comment="type=broadcast" shape=point style=invis type="broadcast"]
+    10 [comment="type=repsiggen,index=j" label="RepeatSignalGenerator j" color=cyan3 shape=box style=filled type="repsiggen" index="j"]
+    8 [comment="type=arrayvals,tensor=C" label="Array Vals: C" color=green2 shape=box style=filled type="arrayvals" tensor="C"]
+    14 [comment="type=fiberlookup,index=k,tensor=B,mode=1,format=compressed,src=true,root=false" label="FiberLookup k: B1\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="k" tensor="B" mode="1" format="compressed" src="true" root="false"]
+    19 -> 18 [label="crd" style=dashed type="crd" comment=""]
+    18 -> 17 [label="crd" style=dashed type="crd" comment=""]
+    17 -> 16 [label="repsig" style=dotted type="repsig"]
+    16 -> 15 [label="ref" style=bold type="ref"]
+    15 -> 13 [label="crd_in-C" style=dashed type="crd" comment="in-C"]
+    13 -> 9 [label="ref_out-B" style=bold type="ref" comment="out-B"]
+    9 -> 7 [label="ref" style=bold type="ref"]
+    7 -> 6 [label="val" type="val"]
+    13 -> 12 [label="ref_out-C" style=bold type="ref" comment="out-C"]
+    12 -> 11 [label="crd" style=dashed type="crd" comment=""]
+    19 -> 2 [label="crd_i" style=dashed type="crd" comment="i"]
+    11 -> 20 [label="crd_j" style=dashed type="crd" comment="j" special="true"]
+    11 -> 10 [label="crd" style=dashed type="crd" comment=""]
+    10 -> 9 [label="repsig" style=dotted type="repsig"]
+    12 -> 8 [label="ref" style=bold type="ref" comment=""]
+    8 -> 6 [label="val" type="val"]
+    15 -> 13 [label="ref_in-C" style=bold type="ref" comment="in-C"]
+    19 -> 14 [label="ref" style=bold type="ref" comment=""]
+    14 -> 13 [label="crd_in-B" style=dashed type="crd" comment="in-B"]
+    14 -> 13 [label="ref_in-B" style=bold type="ref" comment="in-B"]
+    6 -> 20 [label="mul_val_out" type="val"]
+    20 -> 0 [label="final_vals" type="val"]
+    20 -> 1 [label="crd_out-j" style=dashed type="crd" comment="out-j"]
+}

sam/onyx/hw_nodes/buffet_node.py

@@ -124,8 +124,16 @@ def configure(self, attributes):
         cap0 = kratos.clog2(capacity_0) - fetch_width_log
         cap1 = kratos.clog2(capacity_1) - fetch_width_log
 
+        if 'vector_reduce_mode' in attributes:
+            is_in_vr_mode = attributes['vector_reduce_mode'].strip('"')
+            if is_in_vr_mode == "true":
+                vr_mode = 1
+        else:
+            vr_mode = 0
+
         cfg_kwargs = {
             'capacity_0': cap0,
-            'capacity_1': cap1
+            'capacity_1': cap1,
+            'vr_mode': vr_mode
         }
-        return (capacity_0, capacity_1), cfg_kwargs
+        return (capacity_0, capacity_1, vr_mode), cfg_kwargs

sam/onyx/hw_nodes/compute_node.py

@@ -62,12 +62,16 @@ def connect(self, other, edge, kwargs=None):
             pe = self.get_name()
             # isect_conn = other.get_num_inputs()
 
-            if 'tensor' not in edge.get_attributes():
-                # Taking some liberties here - but technically this is the combo val
-                # isect_conn = other.get_connection_from_tensor('B')
-                isect_conn = other.get_connection_from_tensor('C')
+            if 'vector_reduce_mode' in edge.get_attributes():
+                if edge.get_attributes()['vector_reduce_mode']:
+                    isect_conn = 0
             else:
-                isect_conn = other.get_connection_from_tensor(edge.get_tensor())
+                if 'tensor' not in edge.get_attributes():
+                    # Taking some liberties here - but technically this is the combo val
+                    # isect_conn = other.get_connection_from_tensor('B')
+                    isect_conn = other.get_connection_from_tensor('C')
+                else:
+                    isect_conn = other.get_connection_from_tensor(edge.get_tensor())
 
             new_conns = {
                 f'pe_to_isect_{in_str}_{isect_conn}': [

sam/onyx/hw_nodes/fiberaccess_node.py

@@ -228,9 +228,12 @@ def configure(self, attributes, flavor):
 
         cfg_tuple, cfg_kwargs = self.get_flavor(flavor=flavor).configure(attributes)
         cfg_kwargs['flavor'] = flavor
+        print("THESE ARE MY CONFIG KWARGS")
+        print(cfg_kwargs)
+        # breakpoint()
 
-        vr_mode = 0
-        cfg_tuple += (vr_mode,)
-        cfg_kwargs["vr_mode"] = vr_mode
+        # vr_mode = 0
+        # cfg_tuple += (vr_mode,)
+        # cfg_kwargs["vr_mode"] = vr_mode
 
         return cfg_tuple, cfg_kwargs

sam/onyx/hw_nodes/hw_node.py

@@ -16,7 +16,7 @@ class HWNodeType(Enum):
     Broadcast = 12
     RepSigGen = 13
     CrdHold = 14
-    SpAccumulator = 15
+    VectorReducer = 15
     FiberAccess = 16
 
 

sam/onyx/hw_nodes/intersect_node.py

@@ -180,6 +180,7 @@ def connect(self, other, edge, kwargs=None):
             print(edge.get_attributes())
             edge_comment = edge.get_attributes()['comment'].strip('"')
             tensor = edge_comment.split('-')[1]
+            print(self.tensor_to_conn)
             out_conn = self.tensor_to_conn[tensor]
             compute_conn = compute.get_num_inputs()
             new_conns = {
@@ -248,6 +249,14 @@ def configure(self, attributes):
         cmrg_enable = 0
         cmrg_stop_lvl = 0
         type_op = attributes['type'].strip('"')
+
+        if 'vector_reduce_mode' in attributes:
+            is_in_vr_mode = attributes['vector_reduce_mode'].strip('"')
+            if is_in_vr_mode == "true":
+                vr_mode = 1
+        else:
+            vr_mode = 0
+
         if type_op == "intersect":
             op = JoinerOp.INTERSECT.value
         elif type_op == "union":
@@ -258,6 +267,6 @@ def configure(self, attributes):
             'cmrg_enable': cmrg_enable,
             'cmrg_stop_lvl': cmrg_stop_lvl,
             'op': op,
-            'vr_mode': 0
+            'vr_mode': vr_mode
         }
-        return (cmrg_enable, cmrg_stop_lvl, op, 0), cfg_kwargs
+        return (cmrg_enable, cmrg_stop_lvl, op, vr_mode), cfg_kwargs

sam/onyx/hw_nodes/merge_node.py

@@ -62,7 +62,16 @@ def connect(self, other, edge, kwargs=None):
 
             return new_conns
         elif other_type == IntersectNode:
-            raise NotImplementedError(f'Cannot connect MergeNode to {other_type}')
+            isect = other.get_name()
+            print("MERGE TO UNION FOR VECTOR REDUCE")
+            new_conns = {
+                f'merge_to_union_inner': [
+                    ([(merge, f"cmrg_coord_out_{0}"), (isect, f"coord_in_{0}")], 17),
+                ]
+            }
+
+            return new_conns
+            # raise NotImplementedError(f'Cannot connect MergeNode to {other_type}')
         elif other_type == ReduceNode:
             # raise NotImplementedError(f'Cannot connect MergeNode to {other_type}')
             other_red = other.get_name()

sam/onyx/hw_nodes/read_scanner_node.py

@@ -90,6 +90,9 @@ def connect(self, other, edge, kwargs=None):
             edge_attr = edge.get_attributes()
             if 'use_alt_out_port' in edge_attr:
                 out_conn = 'block_rd_out'
+            elif ('vector_reduce_mode' in edge_attr):
+                if (edge_attr['vector_reduce_mode']):
+                    out_conn = 'pos_out'
             else:
                 out_conn = 'coord_out'
 
@@ -102,7 +105,13 @@ def connect(self, other, edge, kwargs=None):
         elif other_type == IntersectNode:
             # Send both....
             isect = other.get_name()
-            isect_conn = other.get_connection_from_tensor(self.get_tensor())
+            if 'vector_reduce_mode' in edge.get_attributes():
+                if edge.get_attributes()['vector_reduce_mode']:
+                    isect_conn = 1
+            elif 'special' in edge.get_attributes():
+                isect_conn = 0
+            else:
+                isect_conn = other.get_connection_from_tensor(self.get_tensor())
 
             e_attr = edge.get_attributes()
             # isect_conn = 0
@@ -247,12 +256,12 @@ def configure(self, attributes):
         dim_size = 1
         stop_lvl = 0
 
-        if 'spacc' in attributes:
-            spacc_mode = 1
-            assert 'stop_lvl' in attributes
-            stop_lvl = int(attributes['stop_lvl'].strip('"'))
-        else:
-            spacc_mode = 0
+        # if 'spacc' in attributes:
+        #    spacc_mode = 1
+        #    assert 'stop_lvl' in attributes
+        #    stop_lvl = int(attributes['stop_lvl'].strip('"'))
+        # else:
+        #    spacc_mode = 0
 
         # This is a fiberwrite's opposing read scanner for comms with GLB
         if attributes['type'].strip('"') == 'fiberwrite':
@@ -283,6 +292,13 @@ def configure(self, attributes):
             lookup = 0
         block_mode = int(attributes['type'].strip('"') == 'fiberwrite')
 
+        if 'vector_reduce_mode' in attributes:
+            is_in_vr_mode = attributes['vector_reduce_mode'].strip('"')
+            if is_in_vr_mode == "true":
+                vr_mode = 1
+        else:
+            vr_mode = 0
+
         cfg_kwargs = {
             'dense': dense,
             'dim_size': dim_size,
@@ -294,11 +310,12 @@ def configure(self, attributes):
             'do_repeat': do_repeat,
             'repeat_outer': repeat_outer,
             'repeat_factor': repeat_factor,
-            'stop_lvl': stop_lvl,
+            # 'stop_lvl': stop_lvl,
             'block_mode': block_mode,
             'lookup': lookup,
-            'spacc_mode': spacc_mode
+            # 'spacc_mode': spacc_mode
+            'vr_mode': vr_mode
         }
 
         return (inner_offset, max_outer_dim, strides, ranges, is_root, do_repeat,
-                repeat_outer, repeat_factor, stop_lvl, block_mode, lookup, spacc_mode), cfg_kwargs
+                repeat_outer, repeat_factor, block_mode, lookup, vr_mode), cfg_kwargs

sam/onyx/hw_nodes/write_scanner_node.py

@@ -79,6 +79,7 @@ def connect(self, other, edge, kwargs=None):
     def configure(self, attributes):
 
         stop_lvl = 0
+        init_blank = 0
 
         # compressed = int(attributes['format'] == 'compressed')
         if 'format' in attributes and 'vals' in attributes['format'].strip('"'):
@@ -89,14 +90,14 @@ def configure(self, attributes):
         else:
             compressed = 1
 
-        if 'spacc' in attributes:
-            spacc_mode = 1
-            init_blank = 1
-            assert 'stop_lvl' in attributes
-            stop_lvl = int(attributes['stop_lvl'].strip('"'))
-        else:
-            spacc_mode = 0
-            init_blank = 0
+        # if 'spacc' in attributes:
+        #    spacc_mode = 1
+        #    init_blank = 1
+        #    assert 'stop_lvl' in attributes
+        #    stop_lvl = int(attributes['stop_lvl'].strip('"'))
+        # else:
+        #    spacc_mode = 0
+        #    init_blank = 0
 
         # compressed = int(attributes['format'] == 'compressed')
         if attributes['type'].strip('"') == 'arrayvals':
@@ -112,16 +113,24 @@ def configure(self, attributes):
         else:
             block_mode = 0
 
+        if 'vector_reduce_mode' in attributes:
+            is_in_vr_mode = attributes['vector_reduce_mode'].strip('"')
+            if is_in_vr_mode == "true":
+                vr_mode = 1
+        else:
+            vr_mode = 0
+
         # block_mode = int(attributes['type'].strip('"') == 'fiberlookup')
         # cfg_tuple = (inner_offset, compressed, lowest_level, stop_lvl, block_mode)
-        cfg_tuple = (compressed, lowest_level, stop_lvl, block_mode, init_blank, spacc_mode)
+        cfg_tuple = (compressed, lowest_level, stop_lvl, block_mode, vr_mode, init_blank)
         cfg_kwargs = {
             # 'inner_offset': inner_offset,
             'compressed': compressed,
             'lowest_level': lowest_level,
             'stop_lvl': stop_lvl,
             'block_mode': block_mode,
-            'init_blank': init_blank,
-            'spacc_mode': spacc_mode
+            'vr_mode': vr_mode,
+            'init_blank': init_blank
+            # 'spacc_mode': spacc_mode
         }
         return cfg_tuple, cfg_kwargs