-
Notifications
You must be signed in to change notification settings - Fork 147
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
chore(optimizer): enhance optimizer errors
- Loading branch information
Showing
9 changed files
with
141 additions
and
42 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
66 changes: 66 additions & 0 deletions
66
frontends/concrete-python/tests/compilation/test_optimizer_errors.py
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| """ | ||
| Tests errors returned by the compiler. | ||
| """ | ||
|
|
||
| import inspect | ||
|
|
||
| import numpy as np | ||
| import pytest | ||
|
|
||
| from concrete import fhe | ||
|
|
||
| # pylint: disable=missing-class-docstring, missing-function-docstring, no-self-argument, unused-variable, no-member, unused-argument, function-redefined, expression-not-assigned | ||
| # same disables for ruff: | ||
| # ruff: noqa: N805, E501, F841, ARG002, F811, B015, RUF001 | ||
|
|
||
|
|
||
| def test_non_composable(helpers): | ||
| """ | ||
| Test optimizer error for lack of refresh. | ||
| """ | ||
|
|
||
| @fhe.compiler({"x": "encrypted"}) | ||
| def circuit(x): | ||
| return x * 2 | ||
|
|
||
| line = inspect.currentframe().f_lineno - 2 | ||
| inputset = range(100) | ||
| config = helpers.configuration().fork(composable=True, parameter_selection_strategy="MULTI") | ||
|
|
||
| with pytest.raises(RuntimeError) as excinfo: | ||
| circuit = circuit.compile(inputset, config) | ||
|
|
||
| assert ( | ||
| str(excinfo.value) | ||
| == f"Program can not be composed (see https://docs.zama.ai/concrete/compilation/common_errors#id-8.-unfeasible-noise-constraint): \ | ||
| At location test_optimizer_errors.py:{line}:0:\nThe noise of the node 0 is contaminated by noise coming straight from the input \ | ||
| (partition: 0, coeff: 4.00)." | ||
| ) | ||
|
|
||
|
|
||
| def test_unfeasible(helpers): | ||
| """ | ||
| Test optimizer error for unfeasible circuit. | ||
| """ | ||
|
|
||
| @fhe.module() | ||
| class Module: | ||
| @fhe.function({"x": "encrypted"}) | ||
| def a(x): | ||
| return fhe.refresh(x * 10) | ||
|
|
||
| @fhe.function({"x": "encrypted"}) | ||
| def b(x): | ||
| return fhe.refresh(x * 1000) | ||
|
|
||
| line = inspect.currentframe().f_lineno - 2 | ||
| inputset = [np.random.randint(1, 1000, size=()) for _ in range(100)] | ||
|
|
||
| with pytest.raises(RuntimeError) as excinfo: | ||
| module = Module.compile({"a": inputset, "b": inputset}, p_error=0.000001) | ||
|
|
||
| assert ( | ||
| str(excinfo.value) | ||
| == f"Unfeasible noise constraint encountered (see https://docs.zama.ai/concrete/compilation/common_errors#id-9.-non-composable-circuit): \ | ||
| At location test_optimizer_errors.py:{line}:0:\n21990232555520000000σ²Br[0] + 1σ²K[0] + 1σ²M[0] < (2²)**-4.5 (0bits partition:0 count:1, dom=73)." | ||
| ) |