[ARITH] RewriteSimplifier: improved cmp simplification (apache#2851)

neo-ai · Mar 24, 2019 · 3a3df92 · 3a3df92
1 parent 4130dad
commit 3a3df92
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Showing 2 changed files with 28 additions and 7 deletions.
diff --git a/src/arithmetic/rewrite_simplify.cc b/src/arithmetic/rewrite_simplify.cc
@@ -96,6 +96,8 @@ class RewriteSimplifier::Impl : public IRMutator {
     kEQ,
     kGT,
     kLT,
+    kGE,
+    kLE,
     kNE
   };
   // reference to the main analyzer
@@ -140,6 +142,12 @@ class RewriteSimplifier::Impl : public IRMutator {
     if (dbound->max_value < val) {
       return kLT;
     }
+    if (dbound->min_value >= val) {
+      return kGE;
+    }
+    if (dbound->max_value <= val) {
+      return kLE;
+    }
     return kUnknown;
   }
 
@@ -994,12 +1002,10 @@ Mutate_(const EQ* op, const Expr& self) {
 
   if (IsIndexType(op->a.type())) {
     CompareResult result = TryCompare(op->a - op->b, 0);
-    if (result != kUnknown) {
-      if (result == kEQ) {
-        return make_const(op->type, true);
-      } else {
-        return make_const(op->type, false);
-      }
+    if (result == kEQ) {
+      return make_const(op->type, true);
+    } else if (result == kNE || result == kGT || result == kLT) {
+      return make_const(op->type, false);
     }
     TVM_TRY_REWRITE(x - c1 == 0, x == c1);
     TVM_TRY_REWRITE(c1 - x == 0, x == c1);
@@ -1055,7 +1061,7 @@ Mutate_(const LT* op, const Expr& self) {
     if (result == kLT) {
       return make_const(op->type, true);
     }
-    if (result == kEQ || result == kGT) {
+    if (result == kEQ || result == kGT || result == kGE) {
       return make_const(op->type, false);
     }
 

diff --git a/tests/python/unittest/test_arith_rewrite_simplify.py b/tests/python/unittest/test_arith_rewrite_simplify.py
@@ -450,6 +450,21 @@ def test_cmp_simplify():
     ck.verify(tvm.max(8, x) > 10, tvm.expr.LT(10, x))
     ck.verify(x + 1 < tvm.max(8, x), x < 7)
 
+    ck.analyzer.update(x, tvm.arith.ConstIntBound(0, 10), override=True)
+    ck.analyzer.update(y, tvm.arith.ConstIntBound(-10, 0), override=True)
+    ck.analyzer.update(z, tvm.arith.ConstIntBound(-5, 5), override=True)
+
+    ck.verify(x < 11, tvm.const(1, "bool"))
+    ck.verify(x <= 10, tvm.const(1, "bool"))
+    ck.verify(z <= 5, tvm.const(1, "bool"))
+    ck.verify(x + y <= 10, tvm.const(1, "bool"))
+    ck.verify(x + y >= -10, tvm.const(1, "bool"))
+    ck.verify(z - 5 <= y + 10, tvm.const(1, "bool"))
+    ck.verify(tvm.all(x > -1, z <= x + 5), tvm.const(1, "bool"))
+    ck.verify(x*y <= 0, tvm.const(1, "bool"))
+    ck.verify((x + 1)*(y - 1) < 0, tvm.const(1, "bool"))
+    ck.verify(y*y >= 0, tvm.const(1, "bool"))
+
 
 def test_logical_simplify():
     ck = RewriteChecker()