add graph for mat_elemdiv, update the exponential operation name from…

… exp to fp_exp, update parse_dot.py to support mapping the div complex op

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

@@ -11,7 +11,7 @@ digraph SAM {
     12 [comment="broadcast" shape=point style=invis type="broadcast"]
     13 [comment="type=fp_mul,const0=0.2" label="FP_Mul * 0.2" color=brown shape=box style=filled type="fp_mul" const0="0.2"]
     14 [comment="type=fp_max" label="FP_Max" color=brown shape=box style=filled type="fp_max"]
-    15 [comment="type=exp" label="Exp" color=brown shape=box style=filled type="exp"]
+    15 [comment="type=fp_exp" label="FP_Exp" color=brown shape=box style=filled type="fp_exp"]
     0 [comment="type=fiberwrite,mode=vals,tensor=X,size=1*B0_dim*B1_dim,sink=true" label="FiberWrite Vals: X" color=green3 shape=box style=filled type="fiberwrite" tensor="X" mode="vals" size="1*B0_dim*B1_dim" sink="true"]
     5 [comment="type=arrayvals,tensor=C" label="Array Vals: C" color=green2 shape=box style=filled type="arrayvals" tensor="C"]
     8 [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"]

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

@@ -0,0 +1,35 @@
+digraph SAM {
+    comment="X=ss01,B=ss01,C=ss01"
+    11 [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"]
+    10 [comment="type=intersect,index=i" label="intersect i" color=purple shape=box style=filled type="intersect" index="i"]
+    6 [comment="type=crddrop,outer=i,inner=j" label="CrdDrop i,j" color=orange shape=box style=filled type="crddrop" outer="i" inner="j"]
+    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"]
+    1 [comment="type=fiberwrite,index=j,tensor=X,mode=1,format=compressed,segsize=B0_dim+1,crdsize=B0_dim*B1_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*B1_dim" sink="true"]
+    8 [comment="type=fiberlookup,index=j,tensor=B,mode=1,format=compressed,src=true,root=false" label="FiberLookup j: B1\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="j" tensor="B" mode="1" format="compressed" src="true" root="false"]
+    7 [comment="type=intersect,index=j" label="intersect j" color=purple shape=box style=filled type="intersect" index="j"]
+    4 [comment="type=arrayvals,tensor=B" label="Array Vals: B" color=green2 shape=box style=filled type="arrayvals" tensor="B"]
+    3 [comment="type=fp_div" label="FP_Div" color=brown shape=box style=filled type="fp_div"]
+    0 [comment="type=fiberwrite,mode=vals,tensor=X,size=1*B0_dim*B1_dim,sink=true" label="FiberWrite Vals: X" color=green3 shape=box style=filled type="fiberwrite" tensor="X" mode="vals" size="1*B0_dim*B1_dim" sink="true"]
+    5 [comment="type=arrayvals,tensor=C" label="Array Vals: C" color=green2 shape=box style=filled type="arrayvals" tensor="C"]
+    9 [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"]
+    12 [comment="type=fiberlookup,index=i,tensor=C,mode=0,format=compressed,src=true,root=true" label="FiberLookup i: C0\ncompressed" color=green4 shape=box style=filled type="fiberlookup" index="i" tensor="C" mode="0" format="compressed" src="true" root="true"]
+    11 -> 10 [label="crd_in-B" style=dashed type="crd" comment="in-B"]
+    10 -> 6 [label="crd_in-i" style=dashed type="crd" comment="in-i"]
+    6 -> 2 [label="crd_outer-i" style=dashed type="crd" comment="outer-i"]
+    6 -> 1 [label="crd_inner-j" style=dashed type="crd" comment="inner-j"]
+    10 -> 8 [label="ref_out-B" style=bold type="ref" comment="out-B"]
+    8 -> 7 [label="crd_in-B" style=dashed type="crd" comment="in-B"]
+    7 -> 6 [label="crd_in-j" style=dashed type="crd" comment="in-j"]
+    7 -> 4 [label="ref_out-B" style=bold type="ref" comment="out-B"]
+    4 -> 3 [label="val" type="val"]
+    3 -> 0 [label="val" type="val"]
+    7 -> 5 [label="ref_out-C" style=bold type="ref" comment="out-C"]
+    5 -> 3 [label="val" type="val"]
+    8 -> 7 [label="ref_in-B" style=bold type="ref" comment="in-B"]
+    10 -> 9 [label="ref_out-C" style=bold type="ref" comment="out-C"]
+    9 -> 7 [label="crd_in-C" style=dashed type="crd" comment="in-C"]
+    9 -> 7 [label="ref_in-C" style=bold type="ref" comment="in-C"]
+    11 -> 10 [label="ref_in-B" style=bold type="ref" comment="in-B"]
+    12 -> 10 [label="crd_in-C" style=dashed type="crd" comment="in-C"]
+    12 -> 10 [label="ref_in-C" style=bold type="ref" comment="in-C"]
+}

sam/onyx/parse_dot.py

@@ -306,7 +306,7 @@ def rewrite_complex_ops(self):
                     # as the rom in sparse flow will use fiber access
                     if instance_name.split("_")[0] == "bit" and instance_name.split("_")[1] == "const":
                         continue
-                    # the last two string of the instance name is the stance id, we only want the op
+                    # the last two string of the instance name is the instance id, we only want the op
                     new_alu_node_op = '_'.join(instance_name.split("_")[0:-2])
                     new_alu_node = pydot.Node(f"{instance_name}_{self.get_next_seq()}",
                                               label=f"{complex_node_label}_{new_alu_node_op}",
@@ -366,13 +366,13 @@ def rewrite_complex_ops(self):
                         # if the src port is a node originally connects to the input of the complex op
                         # inherit the edge properties of that edge
                         if "self.in" in src_port:
-                            # FIXME: only support a single input complex op for now
-                            src_node = incoming_edges[0].get_source()
+                            # input ports to the complex ops are of the name "self.in{idx}.0"
+                            incoming_edge_idx = int(src_port.split(".")[1].strip("in"))
+                            src_node = incoming_edges[incoming_edge_idx].get_source()
                             # an edge connot be a incoming to and outgoing from the complex op simultaneously
                             assert not edge_attr
-                            edge_attr = incoming_edges[0].get_attributes()
-                            # connecting to a new node, use the port specified by metamapper
-                            self.graph.del_edge(incoming_edges[0].get_source(), incoming_edges[0].get_destination())
+                            edge_attr = incoming_edges[incoming_edge_idx].get_attributes()
+                            self.graph.del_edge(incoming_edges[incoming_edge_idx].get_source(), incoming_edges[incoming_edge_idx].get_destination())
                         # the srouce node is not a PE we just stamp out, skip the connection
                         elif src_node_name not in instance_name_node_mappging:
                             break
@@ -1292,7 +1292,7 @@ def duplicate_graph(self, tensor, factor, output='x'):
     def annotate_IO_nodes(self):
         original_nodes = self.graph.get_nodes()
         output_nodes = ['x', 'X']
-        input_nodes = ['c', 'C', 'b', 'B', 'd', 'D', 'e', 'E', 'f', 'F', 'exp']
+        input_nodes = ['c', 'C', 'b', 'B', 'd', 'D', 'e', 'E', 'f', 'F', 'fp_exp', 'fp_div']
         exclude_nodes = ['b', 'B']
         for node in original_nodes:
             node_attrs = node.get_attributes()