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test(compiler): overflow in simulation
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youben11 committed May 15, 2024
1 parent 9aed30b commit 83cf085
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Showing 3 changed files with 98 additions and 1 deletion.
Original file line number Diff line number Diff line change
Expand Up @@ -98,7 +98,7 @@ uint64_t sim_bootstrap_lwe_u64(uint64_t plaintext, uint64_t *tlu_allocated,
mlir::concretelang::optimizer::DEFAULT_FFT_PRECISION, variance_bsk);
out = out + gaussian_noise(0, variance);
if (out > UINT63_MAX) {
printf("WARNING at %s: overflow happened during LUT\n", loc);
printf("WARNING at %s: overflow happened during LUT in simulation\n", loc);
}
return out;
}
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27 changes: 27 additions & 0 deletions compilers/concrete-compiler/compiler/tests/python/overflow.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
import sys
import shutil
import numpy as np
from concrete.compiler import LibrarySupport
from test_simulation import compile_run_assert


if __name__ == "__main__":
if len(sys.argv) < 2:
print("Usage: overflow.py mlir_file.mlir input_int... expected_out_int")
exit()

with open(sys.argv[1], "r") as f:
mlir_input = f.read()

artifact_dir = "./py_test_lib_compile_and_run"
engine = LibrarySupport.new(artifact_dir)
args = list(map(int, sys.argv[2:-1]))
expected_result = int(sys.argv[-1])
args_and_shape = []
for arg in args:
if isinstance(arg, int):
args_and_shape.append((arg, None))
else: # np.array
args_and_shape.append((arg.flatten().tolist(), list(arg.shape)))
compile_run_assert(engine, mlir_input, args_and_shape, expected_result)
shutil.rmtree(artifact_dir)
Original file line number Diff line number Diff line change
@@ -1,3 +1,7 @@
import subprocess
import sys
import os
import tempfile
import pytest
import shutil
import numpy as np
Expand Down Expand Up @@ -239,3 +243,69 @@ def test_lib_compile_and_run_simulation(mlir_input, args, expected_result):
args_and_shape.append((arg.flatten().tolist(), list(arg.shape)))
compile_run_assert(engine, mlir_input, args_and_shape, expected_result)
shutil.rmtree(artifact_dir)


end_to_end_overflow_simu_fixture = [
pytest.param(
"""
func.func @main(%arg0: !FHE.eint<7>, %arg1: i8) -> !FHE.eint<7> {
%1 = "FHE.add_eint_int"(%arg0, %arg1): (!FHE.eint<7>, i8) -> (!FHE.eint<7>)
return %1: !FHE.eint<7>
}
""",
(120, 30),
150,
b'WARNING at loc("-":3:22): overflow happened during addition in simulation\n',
id="add_eint_int",
),
pytest.param(
"""
func.func @main(%arg0: !FHE.eint<7>, %arg1: i8) -> !FHE.eint<7> {
%1 = "FHE.mul_eint_int"(%arg0, %arg1): (!FHE.eint<7>, i8) -> (!FHE.eint<7>)
return %1: !FHE.eint<7>
}
""",
(20, 10),
200,
b'WARNING at loc("-":3:22): overflow happened during multiplication in simulation\n',
id="mul_eint_int",
),
pytest.param(
"""
func.func @main(%arg0: !FHE.eint<7>) -> !FHE.eint<7> {
%tlu = arith.constant dense<[0, 140, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127]> : tensor<128xi64>
%1 = "FHE.apply_lookup_table"(%arg0, %tlu): (!FHE.eint<7>, tensor<128xi64>) -> (!FHE.eint<7>)
return %1: !FHE.eint<7>
}
""",
(1,),
140,
b'WARNING at loc("-":4:22): overflow happened during LUT in simulation\n',
id="apply_lookup_table",
),
]


@pytest.mark.parametrize(
"mlir_input, args, expected_result, overflow_message",
end_to_end_overflow_simu_fixture,
)
def test_lib_compile_and_run_simulation_with_overflow(
mlir_input, args, expected_result, overflow_message
):
# write mlir to tmp file
mlir_file = tempfile.NamedTemporaryFile("w")
mlir_file.write(mlir_input)
mlir_file.flush()

# prepare cmd and run
script_path = os.path.join(os.path.dirname(__file__), "overflow.py")
cmd = [sys.executable, script_path, mlir_file.name]
cmd.extend(map(str, args))
cmd.append(str(expected_result))
out = subprocess.check_output(cmd, env=os.environ)

# close/remove tmp file
mlir_file.close()

assert overflow_message == out

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