import unittest from tinygrad import Variable, dtypes from tinygrad.helpers import Context from tinygrad.uop.ops import Ops, UOp class TestFuzzFailure(unittest.TestCase): def setUp(self): self.context = Context(CORRECT_DIVMOD_FOLDING=1) self.context.__enter__() def tearDown(self): self.context.__exit__(None, None, None) def test_fuzz_failure1(self): v1=Variable('v1', 0, 8) v2=Variable('v2', 0, 2) v3=Variable('v3', 0, 1) expr = (((((((((((((((((((((((0//4)%2)//8)+-2)+-4)+-3)+v1)+-4)+v2)+-2)+v3)+v2)//3)%7)*1)//2)+v2)*-1)+2)+1)+0)+-3)+v3) v1_val, v2_val, v3_val = v1.const_like(8), v2.const_like(0), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure2(self): v1=Variable('v1', 0, 16) v2=Variable('v2', 0, 5) v3=Variable('v3', 0, 3) expr = (((((((((((((((((((((((((0*4)//5)*2)*-1)*-2)+-4)*4)*2)*3)*4)+-4)*4)+v2)+v2)+v3)//3)+v2)+v1)//9)+3)+1)//1)+-4)//4)*2) expr = (((((v1+(v2+(((v3+(v2*2))+1)//3)))+4)//9)+-57)//(9*4)) v1_val, v2_val, v3_val = v1.const_like(6), v2.const_like(0), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure3(self): v1=Variable('v1', 0, 2) v2=Variable('v2', 0, 1) v3=Variable('v3', 0, 2) expr = (((((((((((((((((((0//2)//3)+v3)+0)+-4)*-2)*-2)+-1)+2)+3)+v3)+0)//8)*-3)+0)*-2)*-4)*-2)//5) v1_val, v2_val, v3_val = v1.const_like(0), v2.const_like(0), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure4(self): v1=Variable('v1', 0, 2) v2=Variable('v2', 0, 3) v3=Variable('v3', 0, 4) expr = (((((((((((((((((((((((((((((0*-2)+0)*-1)//9)//6)//8)+v1)*-4)+v2)//4)//8)+4)*3)+v1)+v3)//8)//7)+4)+v3)*-4)+1)+v1)*3)+4)*2)//5)//2)//3)*-4) v1_val, v2_val, v3_val = v1.const_like(2), v2.const_like(0), v3.const_like(2) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure5(self): v1=Variable('v1', 0, 1) v2=Variable('v2', 0, 1) v3=Variable('v3', 0, 3) expr = ((((((((((((((0+v2)+v1)*0)+v2)//1)//7)+-2)+v2)+v1)*4)+-3)//5)+v2)+1) v1_val, v2_val, v3_val = v1.const_like(0), v2.const_like(0), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure6(self): v1=Variable('v1', 0, 8) v2=Variable('v2', 0, 64) v3=Variable('v3', 0, 128) expr = (((((((((((((((((((((((((((((0//3)+4)+v1)//2)+-1)//1)*1)*-1)*4)//5)+v1)//6)+v1)*-1)+-4)+v2)+-2)*-3)+v3)+-4)+-2)*-1)//8)//4)*-4)+3)+v3)* -2)+v2) v1_val, v2_val, v3_val = v1.const_like(8), v2.const_like(3), v3.const_like(2) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure7(self): v1=Variable('v1', 0, 64) v2=Variable('v2', 0, 5) v3=Variable('v3', 0, 128) expr = (((((((((((((((((((((((((((((0+v2)*-4)+0)//9)+-4)*-2)*3)*4)//9)+v3)+v1)//4)+v1)+v3)+-1)*4)//4)+v2)//7)//3)+v1)+v2)+v3)+1)*2)//4)*3)+-1)*1) v1_val, v2_val, v3_val = v1.const_like(0), v2.const_like(2), v3.const_like(65) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure8(self): v1=Variable('v1', 0, 2) v2=Variable('v2', 0, 8) v3=Variable('v3', 0, 9) expr = (((((((0+-1)+2)+v1)*-2)//3)+v1)*-4) v1_val, v2_val, v3_val = v1.const_like(0), v2.const_like(0), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure9(self): v1=Variable('v1', 0, 256) v2=Variable('v2', 0, 1) v3=Variable('v3', 0, 8) expr = (((((((((((((((((((((((((((((0*-2)//1)+3)*-2)+-3)*-4)*1)+v1)+0)%2)%8)%9)+v2)%9)+-4)//4)+-1)*-2)+0)+v1)+v1)+3)+v1)+4)+-4)+0)*2)+-3)%6) v1_val, v2_val, v3_val = v1.const_like(0), v2.const_like(1), v3.const_like(0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn) def test_fuzz_failure10(self): v1=Variable("v1", 0, 256) v2=Variable("v2", 0, 32) v3=Variable("v3", 0, 32) expr = UOp(Ops.MUL, dtypes.int, arg=None, src=( UOp(Ops.MAX, dtypes.int, arg=None, src=( UOp(Ops.MUL, dtypes.int, arg=None, src=( UOp(Ops.WHERE, dtypes.int, arg=None, src=( UOp(Ops.CMPNE, dtypes.bool, arg=None, src=( UOp(Ops.CMPLT, dtypes.bool, arg=None, src=( x5:=UOp(Ops.IDIV, dtypes.int, arg=None, src=( UOp(Ops.WHERE, dtypes.int, arg=None, src=( UOp(Ops.CMPNE, dtypes.bool, arg=None, src=( UOp(Ops.CMPLT, dtypes.bool, arg=None, src=( x9:=UOp(Ops.CONST, dtypes.int, arg=9, src=()), x10:=UOp(Ops.DEFINE_VAR, dtypes.int, arg=('v1', 0, 256), src=()),)), x11:=UOp(Ops.CONST, dtypes.bool, arg=True, src=()),)), UOp(Ops.ADD, dtypes.int, arg=None, src=( UOp(Ops.MUL, dtypes.int, arg=None, src=( x10, x14:=UOp(Ops.CONST, dtypes.int, arg=-4, src=()),)), x14,)), UOp(Ops.IDIV, dtypes.int, arg=None, src=( x10, x9,)),)), x9,)), x14,)), x11,)), x5, UOp(Ops.IDIV, dtypes.int, arg=None, src=( UOp(Ops.ADD, dtypes.int, arg=None, src=( UOp(Ops.MOD, dtypes.int, arg=None, src=( x19:=UOp(Ops.DEFINE_VAR, dtypes.int, arg=('v2', 0, 32), src=()), UOp(Ops.CONST, dtypes.int, arg=3, src=()),)), x19,)), UOp(Ops.CONST, dtypes.int, arg=5, src=()),)),)), x22:=UOp(Ops.CONST, dtypes.int, arg=-1, src=()),)), UOp(Ops.MUL, dtypes.int, arg=None, src=( UOp(Ops.ADD, dtypes.int, arg=None, src=( UOp(Ops.ADD, dtypes.int, arg=None, src=( UOp(Ops.MOD, dtypes.int, arg=None, src=( UOp(Ops.MUL, dtypes.int, arg=None, src=( x10, UOp(Ops.CONST, dtypes.int, arg=-2, src=()),)), UOp(Ops.CONST, dtypes.int, arg=6, src=()),)), UOp(Ops.MOD, dtypes.int, arg=None, src=( UOp(Ops.DEFINE_VAR, dtypes.int, arg=('v3', 0, 32), src=()), UOp(Ops.CONST, dtypes.int, arg=1, src=()),)),)), UOp(Ops.CONST, dtypes.int, arg=0, src=()),)), x22,)),)), x22,)) v1_val, v2_val, v3_val = UOp.const(dtypes.int, 9), UOp.const(dtypes.int, 0),UOp.const(dtypes.int, 0) num = expr.simplify().substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() rn = expr.substitute({v1:v1_val, v2:v2_val, v3:v3_val}).ssimplify() self.assertEqual(num, rn)