branch: master
external_test_hcq_fuzz_failures.py
30845 bytesRaw
# ruff: noqa: E501
import os
os.environ["VALIDATE_HCQ"]="1"
import unittest, random
import numpy as np
from tinygrad.codegen.kernel import Kernel, KernelOptError
from tinygrad.device import is_dtype_supported
from tinygrad.ops import UOp, Ops
from tinygrad.engine.search import Opt, OptOps
from tinygrad import Device, dtypes, Tensor
from test.external.fuzz_linearizer import compare_linearizer, compare_states, get_fuzz_rawbuf_like
from tinygrad.shape.shapetracker import ShapeTracker
from tinygrad.shape.view import View
def helper_test_lin(lin: Kernel, opts, failed_platforms, validate_device, rtol=1e-2, atol=1e-2):
if any(b.dtype.base == dtypes.half for b in lin.membufs) and not is_dtype_supported(dtypes.half): return
if any(b.dtype.base == dtypes.bfloat16 for b in lin.membufs) and not is_dtype_supported(dtypes.bfloat16): return
for opt in opts:
try:
lin.apply_opt(opt)
except KernelOptError:
# it's considered fixed if we invalidated the opts
assert Device.DEFAULT not in failed_platforms, f"unexpected success on {Device.DEFAULT}"
return
(msg, rawbufs, var_vals, ground_truth, state1) = compare_linearizer(lin, rtol=rtol, atol=atol)
if msg in ["PASS", "KernelOptError"]:
# it's considered fixed if we invalidated the opts
assert Device.DEFAULT not in failed_platforms, f"unexpected success on {Device.DEFAULT}"
else:
assert Device.DEFAULT in failed_platforms, f"failed on {Device.DEFAULT} with {msg}"
validate_lin = lin.copy()
validate_lin.opts = validate_device.renderer
validate_rawbufs = [get_fuzz_rawbuf_like(x, copy=True, force_device=validate_device.dname) for x in rawbufs]
(_msg, _, _, _, state2) = compare_linearizer(validate_lin, validate_rawbufs, var_vals, ground_truth, rtol=rtol, atol=atol)
if _msg in ["PASS"] and compare_states(state1, state2):
assert Device.DEFAULT not in failed_platforms, f"unexpected success on {Device.DEFAULT}"
else:
assert Device.DEFAULT in failed_platforms, f"failed on {Device.DEFAULT} with {msg}"
return lin
class TestHCQFuzzFailures(unittest.TestCase):
def setUp(self):
random.seed(42)
np.random.seed(42)
Tensor.manual_seed(42)
@unittest.skipUnless(Device.DEFAULT in {"QCOM"}, "for QCOM")
def test_failure_1(self):
ast = UOp(Ops.SINK, dtypes.void, arg=None, src=( UOp(Ops.STORE, dtypes.void, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=0, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=0, mask=None, contiguous=True),)), src=()), UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 2, 4)), arg=1, src=()), x39:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=0, mask=((0, 1), (0, 6)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=2, src=()), x39,)),)),)), UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 2, 4)), arg=3, src=()), x46:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-6, mask=((0, 1), (6, 12)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=4, src=()), x46,)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=5, src=()), x54:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (12, 13)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=6, src=()), x54,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=7, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-13, mask=((0, 1), (13, 17)), contiguous=False),)), src=()),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=8, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-17, mask=((0, 1), (17, 21)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=9, src=()), x68:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (21, 22)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=10, src=()), x68,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=11, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-22, mask=((0, 1), (22, 26)), contiguous=False),)), src=()),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=12, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-26, mask=((0, 1), (26, 30)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=13, src=()), x82:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (30, 31)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=14, src=()), x82,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=15, src=()), x90:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (31, 32)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=16, src=()), x90,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=17, src=()), x98:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (32, 33)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=18, src=()), x98,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=19, src=()), x106:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (33, 34)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=20, src=()), x106,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=21, src=()), x114:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (34, 35)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=22, src=()), x114,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=23, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-35, mask=((0, 1), (35, 39)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=24, src=()), x125:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (39, 40)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=25, src=()), x125,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=26, src=()), x133:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (40, 41)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=27, src=()), x133,)),)),)),)),)), UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 2, 4)), arg=28, src=()), x140:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-41, mask=((0, 1), (41, 47)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=29, src=()), x140,)),)),)),)), UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 2, 4)), arg=30, src=()), x147:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-47, mask=((0, 1), (47, 53)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=31, src=()), x147,)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=32, src=()), x155:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (53, 54)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=33, src=()), x155,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=34, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-54, mask=((0, 1), (54, 58)), contiguous=False),)), src=()),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=35, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-58, mask=((0, 1), (58, 62)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=36, src=()), x169:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (62, 63)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=37, src=()), x169,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=38, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-63, mask=((0, 1), (63, 67)), contiguous=False),)), src=()),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=39, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-67, mask=((0, 1), (67, 71)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=40, src=()), x183:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (71, 72)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=41, src=()), x183,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=42, src=()), x191:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (72, 73)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=43, src=()), x191,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=44, src=()), x199:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (73, 74)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=45, src=()), x199,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=46, src=()), x207:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (74, 75)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=47, src=()), x207,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=48, src=()), x215:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (75, 76)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=49, src=()), x215,)),)),)),)),)), UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=50, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-76, mask=((0, 1), (76, 80)), contiguous=False),)), src=()),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=51, src=()), x226:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (80, 81)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=52, src=()), x226,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=53, src=()), x234:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (81, 82)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=54, src=()), x234,)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=55, src=()), x243:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (82, 83)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=56, src=()), x243,)),)),)), UOp(Ops.ADD, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 1, 4)), arg=57, src=()), x250:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 0), offset=0, mask=((0, 1), (83, 84)), contiguous=False),)), src=()),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(), arg=58, src=()), x250,)),)),)),)),)),)), UOp(Ops.CAST, dtypes.float, arg=None, src=( UOp(Ops.LOAD, dtypes.float, arg=None, src=( UOp(Ops.DEFINE_GLOBAL, dtypes.imageh((1, 128, 4)), arg=59, src=()), UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1, 596), strides=(0, 1), offset=-84, mask=((0, 1), (84, 596)), contiguous=False),)), src=()),)),)),)),)),)) # noqa: E501
opts = [Opt(op=OptOps.UPCAST, axis=0, arg=4)]
helper_test_lin(Kernel(ast), opts, failed_platforms=[], validate_device=Device["GPU"])
if __name__ == '__main__':
unittest.main()