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[TEST] Move llvm import test away from minimum test (#9171)
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* [TEST] Move llvm import test away from minimum test

The llvm import relies on the same system clang and llvm version and
may be tricky to get right on all platforms.
Given this is an advanced feature, and there has been some problems
in windows(could relates to clang version update).
This PR moves away from minimum tests.

* Update test_minimal_target_codegen_llvm.py

* Update test_target_codegen_llvm.py

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
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tqchen and junrushao authored Oct 1, 2021
1 parent 659f3b7 commit df24393
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Showing 2 changed files with 42 additions and 42 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@
import tvm.testing
from tvm import te
from tvm import topi
from tvm.contrib import utils, clang
from tvm.contrib import utils
import numpy as np
import ctypes
import math
Expand Down Expand Up @@ -65,43 +65,3 @@ def check_llvm():
tvm.testing.assert_allclose(c.numpy(), a.numpy() + b.numpy())

check_llvm()


@tvm.testing.requires_llvm
def test_llvm_import():
"""all-platform-minimal-test: check shell dependent clang behavior."""
# extern "C" is necessary to get the correct signature
cc_code = """
extern "C" float my_add(float x, float y) {
return x + y;
}
"""
n = 10
A = te.placeholder((n,), name="A")
B = te.compute(
(n,), lambda *i: tvm.tir.call_pure_extern("float32", "my_add", A(*i), 1.0), name="B"
)

def check_llvm(use_file):
if not clang.find_clang(required=False):
print("skip because clang is not available")
return
temp = utils.tempdir()
ll_path = temp.relpath("temp.ll")
ll_code = clang.create_llvm(cc_code, output=ll_path)
s = te.create_schedule(B.op)
if use_file:
s[B].pragma(s[B].op.axis[0], "import_llvm", ll_path)
else:
s[B].pragma(s[B].op.axis[0], "import_llvm", ll_code)
# BUILD and invoke the kernel.
f = tvm.build(s, [A, B], "llvm")
dev = tvm.cpu(0)
# launch the kernel.
a = tvm.nd.array(np.random.uniform(size=n).astype(A.dtype), dev)
b = tvm.nd.array(np.random.uniform(size=n).astype(B.dtype), dev)
f(a, b)
tvm.testing.assert_allclose(b.numpy(), a.numpy() + 1.0)

check_llvm(use_file=True)
check_llvm(use_file=False)
42 changes: 41 additions & 1 deletion tests/python/unittest/test_target_codegen_llvm.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@
import tvm.testing
from tvm import te
from tvm import topi
from tvm.contrib import utils
from tvm.contrib import utils, clang
import numpy as np
import ctypes
import math
Expand Down Expand Up @@ -845,5 +845,45 @@ def make_call_extern(caller, callee):
assert matches == sorted(matches)


@tvm.testing.requires_llvm
def test_llvm_import():
"""all-platform-minimal-test: check shell dependent clang behavior."""
# extern "C" is necessary to get the correct signature
cc_code = """
extern "C" float my_add(float x, float y) {
return x + y;
}
"""
n = 10
A = te.placeholder((n,), name="A")
B = te.compute(
(n,), lambda *i: tvm.tir.call_pure_extern("float32", "my_add", A(*i), 1.0), name="B"
)

def check_llvm(use_file):
if not clang.find_clang(required=False):
print("skip because clang is not available")
return
temp = utils.tempdir()
ll_path = temp.relpath("temp.ll")
ll_code = clang.create_llvm(cc_code, output=ll_path)
s = te.create_schedule(B.op)
if use_file:
s[B].pragma(s[B].op.axis[0], "import_llvm", ll_path)
else:
s[B].pragma(s[B].op.axis[0], "import_llvm", ll_code)
# BUILD and invoke the kernel.
f = tvm.build(s, [A, B], "llvm")
dev = tvm.cpu(0)
# launch the kernel.
a = tvm.nd.array(np.random.uniform(size=n).astype(A.dtype), dev)
b = tvm.nd.array(np.random.uniform(size=n).astype(B.dtype), dev)
f(a, b)
tvm.testing.assert_allclose(b.numpy(), a.numpy() + 1.0)

check_llvm(use_file=True)
check_llvm(use_file=False)


if __name__ == "__main__":
sys.exit(pytest.main([__file__] + sys.argv[1:]))

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