diff --git a/CMakeLists.txt b/CMakeLists.txt index d31e9a4..99ab4d0 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -106,6 +106,7 @@ if ((${pybind11_FOUND} AND ${Python_FOUND}) OR "$ENV{CMAKE_FORCE_PYBIND_CHROMOBI target_compile_options(chromobius_pybind PRIVATE -O3 -DNDEBUG) target_link_libraries(chromobius_pybind PRIVATE libstim libpymatching) target_link_options(chromobius_pybind PRIVATE -O3) + add_compile_definitions(CHROMOBIUS_VERSION_INFO=${CHROMOBIUS_VERSION_INFO}) else() message("WARNING: Skipped chromobius_pybind target. `pybind11` not found. To fix, install pybind11. On debian based distributions, the package name is `pybind11-dev`") endif() diff --git a/doc/getting_started.ipynb b/doc/getting_started.ipynb index 0479269..0e24c83 100644 --- a/doc/getting_started.ipynb +++ b/doc/getting_started.ipynb @@ -51,22 +51,9 @@ "execution_count": 1, "id": "c99723c9-56c3-4123-8935-4a3868b2dcb3", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Collecting chromobius~=0.0.dev0\n", - " Downloading chromobius-0.0.dev1702544746-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.1 kB)\n", - "Downloading chromobius-0.0.dev1702544746-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)\n", - "\u001b[2K \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.1/1.1 MB\u001b[0m \u001b[31m3.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m[31m3.4 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\n", - "\u001b[?25hInstalling collected packages: chromobius\n", - "Successfully installed chromobius-0.0.dev1702544746\n" - ] - } - ], + "outputs": [], "source": [ - "!pip install chromobius~=0.0.dev0" + "!pip install chromobius~=1.0 --quiet" ] }, { @@ -87,7 +74,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "0.0.dev0\n" + "VERSION_INFO\n" ] } ], @@ -318,7 +305,7 @@ "" ], "text/plain": [ - "<__main__.ShowAsSvg at 0x7f39f62294d0>" + "<__main__.ShowAsSvg at 0x7efd55b1d590>" ] }, "execution_count": 6, @@ -2408,7 +2395,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "mistakes=1\n" + "mistakes=0\n" ] } ], @@ -2447,9 +2434,9 @@ "output_type": "stream", "text": [ " shots = 102400\n", - " mistakes = 33\n", - " error_rate = 0.032227%\n", - "shots/second = 84666\n" + " mistakes = 28\n", + " error_rate = 0.027344%\n", + "shots/second = 84581\n" ] } ], @@ -2571,29 +2558,28 @@ "text": [ "\u001b[31mStarting 12 workers...\u001b[0m\n", "\u001b[31m4 cases left:\n", - " chromobius processes=6 ~core_mins_left=1 shots_left=94800 errors_left=93 {b=X,d=7,p=0.01,r=28}\n", - " chromobius processes=1 ~core_mins_left=0 shots_left=96561 errors_left=0 {b=X,d=7,p=0.02,r=28}\n", + " chromobius processes=5 ~core_mins_left=1 shots_left=95600 errors_left=95 {b=X,d=7,p=0.01,r=28}\n", + " chromobius processes=1 ~core_mins_left=1 shots_left=97919 errors_left=31 {b=X,d=7,p=0.02,r=28}\n", " chromobius processes=3 ~core_mins_left=2 shots_left=99400 errors_left=100 {b=X,d=9,p=0.01,r=36}\n", - " chromobius processes=2 ~core_mins_left=1 shots_left=99700 errors_left=96 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", + " chromobius processes=3 ~core_mins_left=1 shots_left=99700 errors_left=99 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", "\u001b[31m3 cases left:\n", - " chromobius processes=4 ~core_mins_left=1 shots_left=69259 errors_left=46 {b=X,d=7,p=0.01,r=28}\n", - " chromobius processes=4 ~core_mins_left=1 shots_left=96400 errors_left=99 {b=X,d=9,p=0.01,r=36}\n", - " chromobius processes=2 ~core_mins_left=1 shots_left=98200 errors_left=75 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", - "\u001b[31m3 cases left:\n", - " chromobius processes=1 ~core_mins_left=1 shots_left=55891 errors_left=22 {b=X,d=7,p=0.01,r=28}\n", - " chromobius processes=5 ~core_mins_left=1 shots_left=90400 errors_left=95 {b=X,d=9,p=0.01,r=36}\n", - " chromobius processes=2 ~core_mins_left=1 shots_left=98200 errors_left=75 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", + " chromobius processes=5 ~core_mins_left=1 shots_left=70543 errors_left=49 {b=X,d=7,p=0.01,r=28}\n", + " chromobius processes=5 ~core_mins_left=1 shots_left=95600 errors_left=96 {b=X,d=9,p=0.01,r=36}\n", + " chromobius processes=2 ~core_mins_left=1 shots_left=98000 errors_left=69 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", + "\u001b[31m2 cases left:\n", + " chromobius processes=5 ~core_mins_left=1 shots_left=90800 errors_left=95 {b=X,d=9,p=0.01,r=36}\n", + " chromobius processes=1 ~core_mins_left=1 shots_left=97560 errors_left=60 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", "\u001b[31m2 cases left:\n", - " chromobius processes=5 ~core_mins_left=1 shots_left=81600 errors_left=92 {b=X,d=9,p=0.01,r=36}\n", - " chromobius processes=1 ~core_mins_left=1 shots_left=92866 errors_left=3 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", + " chromobius processes=4 ~core_mins_left=1 shots_left=72800 errors_left=87 {b=X,d=9,p=0.01,r=36}\n", + " chromobius processes=1 ~core_mins_left=1 shots_left=97560 errors_left=60 {b=X,d=9,p=0.02,r=36}\u001b[0m\n", "\u001b[31m1 cases left:\n", - " chromobius processes=4 ~core_mins_left=1 shots_left=74400 errors_left=92 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", + " chromobius processes=4 ~core_mins_left=1 shots_left=72800 errors_left=87 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", "\u001b[31m1 cases left:\n", - " chromobius processes=3 ~core_mins_left=1 shots_left=61600 errors_left=88 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", + " chromobius processes=3 ~core_mins_left=1 shots_left=60800 errors_left=83 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", "\u001b[31m1 cases left:\n", - " chromobius processes=2 ~core_mins_left=1 shots_left=48000 errors_left=85 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", + " chromobius processes=2 ~core_mins_left=1 shots_left=44000 errors_left=75 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", "\u001b[31m1 cases left:\n", - " chromobius processes=1 ~core_mins_left=1 shots_left=28800 errors_left=78 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", + " chromobius processes=1 ~core_mins_left=1 shots_left=28000 errors_left=69 {b=X,d=9,p=0.01,r=36}\u001b[0m\n", "\u001b[31mDone collecting\u001b[0m\n" ] } @@ -2632,7 +2618,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] diff --git a/setup.py b/setup.py index 89ea517..e63b840 100644 --- a/setup.py +++ b/setup.py @@ -51,7 +51,7 @@ def build_extension(self, ext): ext.sourcedir, f"-DCMAKE_LIBRARY_OUTPUT_DIRECTORY={pathlib.Path(self.get_ext_fullpath(ext.name)).parent.absolute()}", f"-DPYTHON_EXECUTABLE={sys.executable}", - f"-DVERSION_INFO={__version__}", + f"-DCHROMOBIUS_VERSION_INFO={__version__}", *osx_cmake_flags, *[ env_arg_item @@ -71,7 +71,7 @@ def build_extension(self, ext): ], cwd=build_temp, env=build_env) -__version__ = '1.0.dev0' +__version__ = '1.1.dev0' with open("README.md", "r", encoding="utf-8") as f: long_description = f.read() diff --git a/src/chromobius/decode/decoder.cc b/src/chromobius/decode/decoder.cc index fb3b0bd..938701d 100644 --- a/src/chromobius/decode/decoder.cc +++ b/src/chromobius/decode/decoder.cc @@ -45,7 +45,7 @@ Decoder Decoder::from_dem(const stim::DetectorErrorModel &dem, DecoderConfigOpti for (const auto &e : remnant_edges) { result.atomic_errors.emplace(std::move(e)); } - if (!options.include_coords_in_mobius_dem || result.mobius_dem.count_detectors() < result.node_colors.size() * 2) { + if (result.mobius_dem.count_detectors() < result.node_colors.size() * 2) { // Ensure the number of detectors in the mobius dem is exactly correct. result.mobius_dem.append_detector_instruction( {}, stim::DemTarget::relative_detector_id(result.node_colors.size() * 2 - 1)); diff --git a/src/chromobius/decode/decoder.test.cc b/src/chromobius/decode/decoder.test.cc index dfade11..e728fd2 100644 --- a/src/chromobius/decode/decoder.test.cc +++ b/src/chromobius/decode/decoder.test.cc @@ -97,7 +97,6 @@ TEST(decoder, from_dem_d5_color_code_x_only) { error(0.1) D10 D16 ^ D11 D17 error(0.1) D5 D7 ^ D4 D10 ^ D6 D11 error(0.1) D9 D17 ^ D12 D16 ^ D8 D13 - detector D17 )DEM"); ASSERT_TRUE(decoder.mobius_dem.approx_equals(expected_mobius_dem, 1e-5)); } diff --git a/src/chromobius/pybind/chromobius.pybind.cc b/src/chromobius/pybind/chromobius.pybind.cc index 403952b..4de7c3e 100644 --- a/src/chromobius/pybind/chromobius.pybind.cc +++ b/src/chromobius/pybind/chromobius.pybind.cc @@ -122,7 +122,7 @@ struct CompiledDecoder { }; PYBIND11_MODULE(chromobius, m) { - m.attr("__version__") = xstr_literal(VERSION_INFO); + m.attr("__version__") = xstr_literal(CHROMOBIUS_VERSION_INFO); m.doc() = R"pbdoc( chromobius: A fast implementation of the mobius color code decoder. )pbdoc"; diff --git a/src/chromobius/pybind/chromobius_pybind_test.py b/src/chromobius/pybind/chromobius_pybind_test.py index 008632b..98a70e1 100644 --- a/src/chromobius/pybind/chromobius_pybind_test.py +++ b/src/chromobius/pybind/chromobius_pybind_test.py @@ -20,6 +20,7 @@ def test_version(): + assert '.' in chromobius.__version__ assert chromobius.__version__ is not None @@ -74,3 +75,7 @@ def test_decoding(): assert np.array_equal(predictions, predictions2) mistakes = np.count_nonzero(np.any(predictions != obs, axis=1)) assert mistakes < 100 + + +def test_empty(): + assert chromobius.compile_decoder_for_dem(stim.DetectorErrorModel()) is not None