Format

src/targets/gpu/rewrite_ops.cpp

@@ -33,42 +33,45 @@ namespace {
 
 MIGRAPHX_PRED_MATCHER(col_matrix, instruction_ref ins)
 {
-    if (not ins->get_shape().transposed())
+    if(not ins->get_shape().transposed())
         return false;
-    if (ins->get_shape().ndim() < 2)
+    if(ins->get_shape().ndim() < 2)
         return false;
     auto perm = find_permutation(ins->get_shape());
-    auto n = perm.size() - 1;
-    return perm[n] == n - 1 and perm[n-1] == n;
+    auto n    = perm.size() - 1;
+    return perm[n] == n - 1 and perm[n - 1] == n;
 }
 
 MIGRAPHX_PRED_MATCHER(broadcast_matrix_dims, instruction_ref ins)
 {
-    if (not ins->get_shape().broadcasted())
+    if(not ins->get_shape().broadcasted())
         return false;
-    if (ins->get_shape().ndim() < 2)
+    if(ins->get_shape().ndim() < 2)
         return false;
-    return std::any_of(ins->get_shape().lens().rbegin(), ins->get_shape().lens().rend()+2, [](auto i) {
-        return i == 0;
-    });
+    return std::any_of(ins->get_shape().lens().rbegin(),
+                       ins->get_shape().lens().rend() + 2,
+                       [](auto i) { return i == 0; });
 }
 
 struct find_dot_const
 {
     auto matcher() const
     {
-        return match::name("dot")(match::arg(1)(match::is_constant(), match::none_of(col_matrix(), broadcast_matrix_dims()), match::skip_broadcasts(match::any().bind("w"))))(match::none_of(match::is_constant()));
+        return match::name("dot")(match::arg(1)(
+            match::is_constant(),
+            match::none_of(col_matrix(), broadcast_matrix_dims()),
+            match::skip_broadcasts(match::any().bind("w"))))(match::none_of(match::is_constant()));
     }
 
     void apply(module& m, const match::matcher_result& r) const
     {
-        auto ins     = r.result;
-        auto w = r.instructions["w"];
-        if (w->get_shape().ndim() < 2)
+        auto ins = r.result;
+        auto w   = r.instructions["w"];
+        if(w->get_shape().ndim() < 2)
             return;
         auto perm = find_permutation(w->get_shape());
-        auto n = perm.size() - 1;
-        std::swap(perm[n], perm[n-1]);
+        auto n    = perm.size() - 1;
+        std::swap(perm[n], perm[n - 1]);
         auto wl = m.insert_instruction(std::next(w), make_op("layout", {{"permutation", perm}}), w);
         m.replace_instruction(w, wl);
     }
@@ -76,10 +79,7 @@ struct find_dot_const
 
 } // namespace
 
-void rewrite_ops::apply(module& m) const
-{
-    match::find_matches(m, find_dot_const{});
-}
+void rewrite_ops::apply(module& m) const { match::find_matches(m, find_dot_const{}); }
 
 } // namespace gpu
 } // namespace MIGRAPHX_INLINE_NS