diff --git "a/medomni/models.build/module.models.unet3d.model.cpp" "b/medomni/models.build/module.models.unet3d.model.cpp"
deleted file mode 100644--- "a/medomni/models.build/module.models.unet3d.model.cpp"
+++ /dev/null
@@ -1,8758 +0,0 @@
-/* Generated code for Python module 'models.unet3d.model'
- * created by Nuitka version 0.6.16
- *
- * This code is in part copyright 2021 Kay Hayen.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "nuitka/prelude.h"
-
-#include "nuitka/unfreezing.h"
-
-#include "__helpers.h"
-
-/* The "module_models$unet3d$model" is a Python object pointer of module type.
- *
- * Note: For full compatibility with CPython, every module variable access
- * needs to go through it except for cases where the module cannot possibly
- * have changed in the mean time.
- */
-
-PyObject *module_models$unet3d$model;
-PyDictObject *moduledict_models$unet3d$model;
-
-/* The declarations of module constants used, if any. */
-static PyObject *mod_consts[93];
-
-static PyObject *module_filename_obj = NULL;
-
-/* Indicator if this modules private constants were created yet. */
-static bool constants_created = false;
-
-/* Function to create module private constants. */
-static void createModuleConstants(void) {
-    if (constants_created == false) {
-        loadConstantsBlob(&mod_consts[0], UNTRANSLATE("models.unet3d.model"));
-        constants_created = true;
-    }
-}
-
-/* For multiprocessing, we want to be able to initialize the __main__ constants. */
-#if (_NUITKA_PLUGIN_MULTIPROCESSING_ENABLED || _NUITKA_PLUGIN_TRACEBACK_ENCRYPTION_ENABLED) && 0
-void createMainModuleConstants(void) {
-    createModuleConstants();
-}
-#endif
-
-/* Function to verify module private constants for non-corruption. */
-#ifndef __NUITKA_NO_ASSERT__
-void checkModuleConstants_models$unet3d$model(void) {
-    // The module may not have been used at all, then ignore this.
-    if (constants_created == false) return;
-
-    checkConstantsBlob(&mod_consts[0], "models.unet3d.model");
-}
-#endif
-
-// The module code objects.
-static PyCodeObject *codeobj_538bf138f16ddd30bd4432efc7d5498a;
-static PyCodeObject *codeobj_b5da0c44f22792dfa8a94b4b1fe8119b;
-static PyCodeObject *codeobj_438d3b3c3982ede956dae212fa0b4596;
-static PyCodeObject *codeobj_66dcfe6c36e3c070fdf25ab6c2a0819a;
-static PyCodeObject *codeobj_c371277ecadaa6cb8a18001c7c4d4b3e;
-static PyCodeObject *codeobj_f44960d4216ed8d0e937c723e3b8d8d4;
-static PyCodeObject *codeobj_51da46b11dde7fe87fa78ae11e571319;
-static PyCodeObject *codeobj_9de03121238718fe61005599f38a044f;
-static PyCodeObject *codeobj_3116fec32f6a5f4e31d5d3e585bd3333;
-static PyCodeObject *codeobj_9b298f490523c36773ed9783dc1c23cf;
-static PyCodeObject *codeobj_7934fa0ecb71b0b58d81131b301d2c27;
-static PyCodeObject *codeobj_95451eaf439dd4fb0254dd53bb5f4c7d;
-static PyCodeObject *codeobj_e9e7131d00b24773e6e44e82c425f784;
-
-static void createModuleCodeObjects(void) {
-    module_filename_obj = MAKE_RELATIVE_PATH(mod_consts[86]); CHECK_OBJECT(module_filename_obj);
-    codeobj_538bf138f16ddd30bd4432efc7d5498a = MAKE_CODEOBJECT(module_filename_obj, 1, CO_NOFREE, mod_consts[87], NULL, NULL, 0, 0, 0);
-    codeobj_b5da0c44f22792dfa8a94b4b1fe8119b = MAKE_CODEOBJECT(module_filename_obj, 9, CO_NOFREE, mod_consts[0], mod_consts[88], NULL, 0, 0, 0);
-    codeobj_438d3b3c3982ede956dae212fa0b4596 = MAKE_CODEOBJECT(module_filename_obj, 128, CO_NOFREE, mod_consts[40], mod_consts[88], NULL, 0, 0, 0);
-    codeobj_66dcfe6c36e3c070fdf25ab6c2a0819a = MAKE_CODEOBJECT(module_filename_obj, 151, CO_NOFREE, mod_consts[42], mod_consts[88], NULL, 0, 0, 0);
-    codeobj_c371277ecadaa6cb8a18001c7c4d4b3e = MAKE_CODEOBJECT(module_filename_obj, 176, CO_NOFREE, mod_consts[44], mod_consts[88], NULL, 0, 0, 0);
-    codeobj_f44960d4216ed8d0e937c723e3b8d8d4 = MAKE_CODEOBJECT(module_filename_obj, 104, CO_NOFREE, mod_consts[29], mod_consts[88], NULL, 0, 0, 0);
-    codeobj_51da46b11dde7fe87fa78ae11e571319 = MAKE_CODEOBJECT(module_filename_obj, 39, CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE, mod_consts[1], mod_consts[89], NULL, 14, 0, 0);
-    codeobj_9de03121238718fe61005599f38a044f = MAKE_CODEOBJECT(module_filename_obj, 113, CO_OPTIMIZED | CO_NEWLOCALS | CO_VARKEYWORDS | CO_NOFREE, mod_consts[1], mod_consts[90], NULL, 10, 0, 0);
-    codeobj_3116fec32f6a5f4e31d5d3e585bd3333 = MAKE_CODEOBJECT(module_filename_obj, 136, CO_OPTIMIZED | CO_NEWLOCALS | CO_VARKEYWORDS | CO_NOFREE, mod_consts[1], mod_consts[90], NULL, 10, 0, 0);
-    codeobj_9b298f490523c36773ed9783dc1c23cf = MAKE_CODEOBJECT(module_filename_obj, 161, CO_OPTIMIZED | CO_NEWLOCALS | CO_VARKEYWORDS | CO_NOFREE, mod_consts[1], mod_consts[90], NULL, 10, 0, 0);
-    codeobj_7934fa0ecb71b0b58d81131b301d2c27 = MAKE_CODEOBJECT(module_filename_obj, 182, CO_OPTIMIZED | CO_NEWLOCALS | CO_VARKEYWORDS | CO_NOFREE, mod_consts[1], mod_consts[90], NULL, 10, 0, 0);
-    codeobj_95451eaf439dd4fb0254dd53bb5f4c7d = MAKE_CODEOBJECT(module_filename_obj, 76, CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE, mod_consts[72], mod_consts[91], NULL, 2, 0, 0);
-    codeobj_e9e7131d00b24773e6e44e82c425f784 = MAKE_CODEOBJECT(module_filename_obj, 197, CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE, mod_consts[85], mod_consts[92], NULL, 1, 0, 0);
-}
-
-// The module function declarations.
-NUITKA_CROSS_MODULE PyObject *impl_models$$$function__1__mro_entries_conversion(PyObject **python_pars);
-
-
-NUITKA_CROSS_MODULE PyObject *impl_models$$$function__8_complex_call_helper_star_dict(PyObject **python_pars);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__1___init__(PyObject *defaults);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__2_forward();
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__3___init__(PyObject *defaults);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__4___init__(PyObject *defaults);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__5___init__(PyObject *defaults);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__6___init__(PyObject *defaults);
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__7_get_model();
-
-
-// The module function definitions.
-static PyObject *impl_models$unet3d$model$$$function__1___init__(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_in_channels = python_pars[1];
-    PyObject *par_out_channels = python_pars[2];
-    PyObject *par_final_sigmoid = python_pars[3];
-    PyObject *par_basic_module = python_pars[4];
-    PyObject *par_f_maps = python_pars[5];
-    PyObject *par_layer_order = python_pars[6];
-    PyObject *par_num_groups = python_pars[7];
-    PyObject *par_num_levels = python_pars[8];
-    PyObject *par_is_segmentation = python_pars[9];
-    PyObject *par_conv_kernel_size = python_pars[10];
-    PyObject *par_pool_kernel_size = python_pars[11];
-    PyObject *par_conv_padding = python_pars[12];
-    PyObject *par_is3d = python_pars[13];
-    struct Nuitka_FrameObject *frame_51da46b11dde7fe87fa78ae11e571319;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    int tmp_res;
-    bool tmp_result;
-    static struct Nuitka_FrameObject *cache_frame_51da46b11dde7fe87fa78ae11e571319 = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_51da46b11dde7fe87fa78ae11e571319)) {
-        Py_XDECREF(cache_frame_51da46b11dde7fe87fa78ae11e571319);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_51da46b11dde7fe87fa78ae11e571319 == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_51da46b11dde7fe87fa78ae11e571319 = MAKE_FUNCTION_FRAME(codeobj_51da46b11dde7fe87fa78ae11e571319, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_51da46b11dde7fe87fa78ae11e571319->m_type_description == NULL);
-    frame_51da46b11dde7fe87fa78ae11e571319 = cache_frame_51da46b11dde7fe87fa78ae11e571319;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_51da46b11dde7fe87fa78ae11e571319);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_51da46b11dde7fe87fa78ae11e571319) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_called_instance_1;
-        PyObject *tmp_type_arg_name_1;
-        PyObject *tmp_object_arg_name_1;
-        PyObject *tmp_call_result_1;
-        tmp_type_arg_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0]);
-
-        if (unlikely(tmp_type_arg_name_1 == NULL)) {
-            tmp_type_arg_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[0]);
-        }
-
-        if (tmp_type_arg_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 42;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_object_arg_name_1 = par_self;
-        tmp_called_instance_1 = BUILTIN_SUPER2(tmp_type_arg_name_1, tmp_object_arg_name_1);
-        if (tmp_called_instance_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 42;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 42;
-        tmp_call_result_1 = CALL_METHOD_NO_ARGS(tmp_called_instance_1, mod_consts[1]);
-        Py_DECREF(tmp_called_instance_1);
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 42;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-    {
-        nuitka_bool tmp_condition_result_1;
-        PyObject *tmp_isinstance_inst_1;
-        PyObject *tmp_isinstance_cls_1;
-        CHECK_OBJECT(par_f_maps);
-        tmp_isinstance_inst_1 = par_f_maps;
-        tmp_isinstance_cls_1 = (PyObject *)&PyLong_Type;
-        tmp_res = Nuitka_IsInstance(tmp_isinstance_inst_1, tmp_isinstance_cls_1);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 44;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_1 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_1 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_1;
-        } else {
-            goto branch_no_1;
-        }
-    }
-    branch_yes_1:;
-    {
-        PyObject *tmp_assign_source_1;
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_args_name_1;
-        PyObject *tmp_tuple_element_1;
-        PyObject *tmp_kwargs_name_1;
-        PyObject *tmp_dict_key_1;
-        PyObject *tmp_dict_value_1;
-        tmp_called_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[2]);
-
-        if (unlikely(tmp_called_name_1 == NULL)) {
-            tmp_called_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[2]);
-        }
-
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 45;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_f_maps);
-        tmp_tuple_element_1 = par_f_maps;
-        tmp_args_name_1 = PyTuple_New(1);
-        PyTuple_SET_ITEM0(tmp_args_name_1, 0, tmp_tuple_element_1);
-        tmp_dict_key_1 = mod_consts[3];
-        CHECK_OBJECT(par_num_levels);
-        tmp_dict_value_1 = par_num_levels;
-        tmp_kwargs_name_1 = _PyDict_NewPresized( 1 );
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 45;
-        tmp_assign_source_1 = CALL_FUNCTION(tmp_called_name_1, tmp_args_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_args_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_assign_source_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 45;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        {
-            PyObject *old = par_f_maps;
-            assert(old != NULL);
-            par_f_maps = tmp_assign_source_1;
-            Py_DECREF(old);
-        }
-
-    }
-    branch_no_1:;
-    {
-        nuitka_bool tmp_condition_result_2;
-        PyObject *tmp_operand_name_1;
-        int tmp_or_left_truth_1;
-        PyObject *tmp_or_left_value_1;
-        PyObject *tmp_or_right_value_1;
-        PyObject *tmp_isinstance_inst_2;
-        PyObject *tmp_isinstance_cls_2;
-        PyObject *tmp_isinstance_inst_3;
-        PyObject *tmp_isinstance_cls_3;
-        CHECK_OBJECT(par_f_maps);
-        tmp_isinstance_inst_2 = par_f_maps;
-        tmp_isinstance_cls_2 = (PyObject *)&PyList_Type;
-        tmp_res = Nuitka_IsInstance(tmp_isinstance_inst_2, tmp_isinstance_cls_2);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 47;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_or_left_value_1 = (tmp_res != 0) ? Py_True : Py_False;
-        tmp_or_left_truth_1 = CHECK_IF_TRUE(tmp_or_left_value_1);
-        if (tmp_or_left_truth_1 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 47;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        if (tmp_or_left_truth_1 == 1) {
-            goto or_left_1;
-        } else {
-            goto or_right_1;
-        }
-        or_right_1:;
-        CHECK_OBJECT(par_f_maps);
-        tmp_isinstance_inst_3 = par_f_maps;
-        tmp_isinstance_cls_3 = (PyObject *)&PyTuple_Type;
-        tmp_res = Nuitka_IsInstance(tmp_isinstance_inst_3, tmp_isinstance_cls_3);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 47;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_or_right_value_1 = (tmp_res != 0) ? Py_True : Py_False;
-        tmp_operand_name_1 = tmp_or_right_value_1;
-        goto or_end_1;
-        or_left_1:;
-        tmp_operand_name_1 = tmp_or_left_value_1;
-        or_end_1:;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_1);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 47;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_2 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_2 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_2;
-        } else {
-            goto branch_no_2;
-        }
-    }
-    branch_yes_2:;
-    {
-        PyObject *tmp_raise_type_1;
-        tmp_raise_type_1 = PyExc_AssertionError;
-        exception_type = tmp_raise_type_1;
-        Py_INCREF(tmp_raise_type_1);
-        exception_lineno = 47;
-        RAISE_EXCEPTION_WITH_TYPE(&exception_type, &exception_value, &exception_tb);
-        type_description_1 = "ooooooooooooooN";
-        goto frame_exception_exit_1;
-    }
-    branch_no_2:;
-    {
-        bool tmp_condition_result_3;
-        PyObject *tmp_compexpr_left_1;
-        PyObject *tmp_compexpr_right_1;
-        PyObject *tmp_len_arg_1;
-        PyObject *tmp_tmp_condition_result_3_object_1;
-        CHECK_OBJECT(par_f_maps);
-        tmp_len_arg_1 = par_f_maps;
-        tmp_compexpr_left_1 = BUILTIN_LEN(tmp_len_arg_1);
-        if (tmp_compexpr_left_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 48;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_compexpr_right_1 = mod_consts[4];
-        tmp_tmp_condition_result_3_object_1 = RICH_COMPARE_LE_OBJECT_OBJECT_OBJECT(tmp_compexpr_left_1, tmp_compexpr_right_1);
-        Py_DECREF(tmp_compexpr_left_1);
-        assert(!(tmp_tmp_condition_result_3_object_1 == NULL));
-        tmp_condition_result_3 = CHECK_IF_TRUE(tmp_tmp_condition_result_3_object_1) == 1;
-        Py_DECREF(tmp_tmp_condition_result_3_object_1);
-        if (tmp_condition_result_3 != false) {
-            goto branch_yes_3;
-        } else {
-            goto branch_no_3;
-        }
-    }
-    branch_yes_3:;
-    {
-        PyObject *tmp_raise_type_2;
-        PyObject *tmp_raise_value_1;
-        tmp_raise_type_2 = PyExc_AssertionError;
-        tmp_raise_value_1 = mod_consts[5];
-        exception_type = tmp_raise_type_2;
-        Py_INCREF(tmp_raise_type_2);
-        exception_value = tmp_raise_value_1;
-        Py_INCREF(tmp_raise_value_1);
-        exception_lineno = 48;
-        RAISE_EXCEPTION_WITH_VALUE(&exception_type, &exception_value, &exception_tb);
-        type_description_1 = "ooooooooooooooN";
-        goto frame_exception_exit_1;
-    }
-    branch_no_3:;
-    {
-        bool tmp_condition_result_4;
-        PyObject *tmp_compexpr_left_2;
-        PyObject *tmp_compexpr_right_2;
-        tmp_compexpr_left_2 = mod_consts[6];
-        CHECK_OBJECT(par_layer_order);
-        tmp_compexpr_right_2 = par_layer_order;
-        tmp_res = PySequence_Contains(tmp_compexpr_right_2, tmp_compexpr_left_2);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 49;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_4 = (tmp_res == 1) ? true : false;
-        if (tmp_condition_result_4 != false) {
-            goto branch_yes_4;
-        } else {
-            goto branch_no_4;
-        }
-    }
-    branch_yes_4:;
-    {
-        bool tmp_condition_result_5;
-        PyObject *tmp_compexpr_left_3;
-        PyObject *tmp_compexpr_right_3;
-        CHECK_OBJECT(par_num_groups);
-        tmp_compexpr_left_3 = par_num_groups;
-        tmp_compexpr_right_3 = Py_None;
-        tmp_condition_result_5 = (tmp_compexpr_left_3 == tmp_compexpr_right_3) ? true : false;
-        if (tmp_condition_result_5 != false) {
-            goto branch_yes_5;
-        } else {
-            goto branch_no_5;
-        }
-    }
-    branch_yes_5:;
-    {
-        PyObject *tmp_raise_type_3;
-        PyObject *tmp_raise_value_2;
-        tmp_raise_type_3 = PyExc_AssertionError;
-        tmp_raise_value_2 = mod_consts[7];
-        exception_type = tmp_raise_type_3;
-        Py_INCREF(tmp_raise_type_3);
-        exception_value = tmp_raise_value_2;
-        Py_INCREF(tmp_raise_value_2);
-        exception_lineno = 50;
-        RAISE_EXCEPTION_WITH_VALUE(&exception_type, &exception_value, &exception_tb);
-        type_description_1 = "ooooooooooooooN";
-        goto frame_exception_exit_1;
-    }
-    branch_no_5:;
-    branch_no_4:;
-    {
-        PyObject *tmp_assattr_name_1;
-        PyObject *tmp_called_name_2;
-        PyObject *tmp_args_element_name_1;
-        PyObject *tmp_args_element_name_2;
-        PyObject *tmp_args_element_name_3;
-        PyObject *tmp_args_element_name_4;
-        PyObject *tmp_args_element_name_5;
-        PyObject *tmp_args_element_name_6;
-        PyObject *tmp_args_element_name_7;
-        PyObject *tmp_args_element_name_8;
-        PyObject *tmp_args_element_name_9;
-        PyObject *tmp_assattr_target_1;
-        tmp_called_name_2 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[8]);
-
-        if (unlikely(tmp_called_name_2 == NULL)) {
-            tmp_called_name_2 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[8]);
-        }
-
-        if (tmp_called_name_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 53;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_in_channels);
-        tmp_args_element_name_1 = par_in_channels;
-        if (par_f_maps == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[9]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 53;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_args_element_name_2 = par_f_maps;
-        CHECK_OBJECT(par_basic_module);
-        tmp_args_element_name_3 = par_basic_module;
-        CHECK_OBJECT(par_conv_kernel_size);
-        tmp_args_element_name_4 = par_conv_kernel_size;
-        CHECK_OBJECT(par_conv_padding);
-        tmp_args_element_name_5 = par_conv_padding;
-        CHECK_OBJECT(par_layer_order);
-        tmp_args_element_name_6 = par_layer_order;
-        CHECK_OBJECT(par_num_groups);
-        tmp_args_element_name_7 = par_num_groups;
-        CHECK_OBJECT(par_pool_kernel_size);
-        tmp_args_element_name_8 = par_pool_kernel_size;
-        CHECK_OBJECT(par_is3d);
-        tmp_args_element_name_9 = par_is3d;
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 53;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_1, tmp_args_element_name_2, tmp_args_element_name_3, tmp_args_element_name_4, tmp_args_element_name_5, tmp_args_element_name_6, tmp_args_element_name_7, tmp_args_element_name_8, tmp_args_element_name_9};
-            tmp_assattr_name_1 = CALL_FUNCTION_WITH_ARGS9(tmp_called_name_2, call_args);
-        }
-
-        if (tmp_assattr_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 53;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_1 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_1, mod_consts[10], tmp_assattr_name_1);
-        Py_DECREF(tmp_assattr_name_1);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 53;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    {
-        PyObject *tmp_assattr_name_2;
-        PyObject *tmp_called_name_3;
-        PyObject *tmp_args_element_name_10;
-        PyObject *tmp_args_element_name_11;
-        PyObject *tmp_args_element_name_12;
-        PyObject *tmp_args_element_name_13;
-        PyObject *tmp_args_element_name_14;
-        PyObject *tmp_args_element_name_15;
-        PyObject *tmp_args_element_name_16;
-        PyObject *tmp_assattr_target_2;
-        tmp_called_name_3 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[11]);
-
-        if (unlikely(tmp_called_name_3 == NULL)) {
-            tmp_called_name_3 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[11]);
-        }
-
-        if (tmp_called_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 57;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        if (par_f_maps == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[9]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 57;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_args_element_name_10 = par_f_maps;
-        CHECK_OBJECT(par_basic_module);
-        tmp_args_element_name_11 = par_basic_module;
-        CHECK_OBJECT(par_conv_kernel_size);
-        tmp_args_element_name_12 = par_conv_kernel_size;
-        CHECK_OBJECT(par_conv_padding);
-        tmp_args_element_name_13 = par_conv_padding;
-        CHECK_OBJECT(par_layer_order);
-        tmp_args_element_name_14 = par_layer_order;
-        CHECK_OBJECT(par_num_groups);
-        tmp_args_element_name_15 = par_num_groups;
-        CHECK_OBJECT(par_is3d);
-        tmp_args_element_name_16 = par_is3d;
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 57;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_10, tmp_args_element_name_11, tmp_args_element_name_12, tmp_args_element_name_13, tmp_args_element_name_14, tmp_args_element_name_15, tmp_args_element_name_16};
-            tmp_assattr_name_2 = CALL_FUNCTION_WITH_ARGS7(tmp_called_name_3, call_args);
-        }
-
-        if (tmp_assattr_name_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 57;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_2 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_2, mod_consts[12], tmp_assattr_name_2);
-        Py_DECREF(tmp_assattr_name_2);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 57;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    {
-        nuitka_bool tmp_condition_result_6;
-        int tmp_truth_name_1;
-        CHECK_OBJECT(par_is3d);
-        tmp_truth_name_1 = CHECK_IF_TRUE(par_is3d);
-        if (tmp_truth_name_1 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 61;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_6 = tmp_truth_name_1 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_6 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_6;
-        } else {
-            goto branch_no_6;
-        }
-    }
-    branch_yes_6:;
-    {
-        PyObject *tmp_assattr_name_3;
-        PyObject *tmp_called_name_4;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_args_element_name_17;
-        PyObject *tmp_expression_name_2;
-        PyObject *tmp_subscript_name_1;
-        PyObject *tmp_args_element_name_18;
-        PyObject *tmp_args_element_name_19;
-        PyObject *tmp_assattr_target_3;
-        tmp_expression_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13]);
-
-        if (unlikely(tmp_expression_name_1 == NULL)) {
-            tmp_expression_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[13]);
-        }
-
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_4 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[14]);
-        if (tmp_called_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        if (par_f_maps == NULL) {
-            Py_DECREF(tmp_called_name_4);
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[9]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_2 = par_f_maps;
-        tmp_subscript_name_1 = mod_consts[15];
-        tmp_args_element_name_17 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_2, tmp_subscript_name_1, 0);
-        if (tmp_args_element_name_17 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-            Py_DECREF(tmp_called_name_4);
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_out_channels);
-        tmp_args_element_name_18 = par_out_channels;
-        tmp_args_element_name_19 = mod_consts[4];
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 62;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_17, tmp_args_element_name_18, tmp_args_element_name_19};
-            tmp_assattr_name_3 = CALL_FUNCTION_WITH_ARGS3(tmp_called_name_4, call_args);
-        }
-
-        Py_DECREF(tmp_called_name_4);
-        Py_DECREF(tmp_args_element_name_17);
-        if (tmp_assattr_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_3 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_3, mod_consts[16], tmp_assattr_name_3);
-        Py_DECREF(tmp_assattr_name_3);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 62;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    goto branch_end_6;
-    branch_no_6:;
-    {
-        PyObject *tmp_assattr_name_4;
-        PyObject *tmp_called_name_5;
-        PyObject *tmp_expression_name_3;
-        PyObject *tmp_args_element_name_20;
-        PyObject *tmp_expression_name_4;
-        PyObject *tmp_subscript_name_2;
-        PyObject *tmp_args_element_name_21;
-        PyObject *tmp_args_element_name_22;
-        PyObject *tmp_assattr_target_4;
-        tmp_expression_name_3 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13]);
-
-        if (unlikely(tmp_expression_name_3 == NULL)) {
-            tmp_expression_name_3 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[13]);
-        }
-
-        if (tmp_expression_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_5 = LOOKUP_ATTRIBUTE(tmp_expression_name_3, mod_consts[17]);
-        if (tmp_called_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        if (par_f_maps == NULL) {
-            Py_DECREF(tmp_called_name_5);
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[9]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_4 = par_f_maps;
-        tmp_subscript_name_2 = mod_consts[15];
-        tmp_args_element_name_20 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_4, tmp_subscript_name_2, 0);
-        if (tmp_args_element_name_20 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-            Py_DECREF(tmp_called_name_5);
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_out_channels);
-        tmp_args_element_name_21 = par_out_channels;
-        tmp_args_element_name_22 = mod_consts[4];
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 64;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_20, tmp_args_element_name_21, tmp_args_element_name_22};
-            tmp_assattr_name_4 = CALL_FUNCTION_WITH_ARGS3(tmp_called_name_5, call_args);
-        }
-
-        Py_DECREF(tmp_called_name_5);
-        Py_DECREF(tmp_args_element_name_20);
-        if (tmp_assattr_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_4 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_4, mod_consts[16], tmp_assattr_name_4);
-        Py_DECREF(tmp_assattr_name_4);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 64;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    branch_end_6:;
-    {
-        nuitka_bool tmp_condition_result_7;
-        int tmp_truth_name_2;
-        CHECK_OBJECT(par_is_segmentation);
-        tmp_truth_name_2 = CHECK_IF_TRUE(par_is_segmentation);
-        if (tmp_truth_name_2 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 66;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_7 = tmp_truth_name_2 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_7 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_7;
-        } else {
-            goto branch_no_7;
-        }
-    }
-    branch_yes_7:;
-    {
-        nuitka_bool tmp_condition_result_8;
-        int tmp_truth_name_3;
-        CHECK_OBJECT(par_final_sigmoid);
-        tmp_truth_name_3 = CHECK_IF_TRUE(par_final_sigmoid);
-        if (tmp_truth_name_3 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 68;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_condition_result_8 = tmp_truth_name_3 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_8 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_8;
-        } else {
-            goto branch_no_8;
-        }
-    }
-    branch_yes_8:;
-    {
-        PyObject *tmp_assattr_name_5;
-        PyObject *tmp_called_instance_2;
-        PyObject *tmp_assattr_target_5;
-        tmp_called_instance_2 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13]);
-
-        if (unlikely(tmp_called_instance_2 == NULL)) {
-            tmp_called_instance_2 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[13]);
-        }
-
-        if (tmp_called_instance_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 69;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 69;
-        tmp_assattr_name_5 = CALL_METHOD_NO_ARGS(tmp_called_instance_2, mod_consts[18]);
-        if (tmp_assattr_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 69;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_5 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_5, mod_consts[19], tmp_assattr_name_5);
-        Py_DECREF(tmp_assattr_name_5);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 69;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    goto branch_end_8;
-    branch_no_8:;
-    {
-        PyObject *tmp_assattr_name_6;
-        PyObject *tmp_called_name_6;
-        PyObject *tmp_expression_name_5;
-        PyObject *tmp_kwargs_name_2;
-        PyObject *tmp_assattr_target_6;
-        tmp_expression_name_5 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13]);
-
-        if (unlikely(tmp_expression_name_5 == NULL)) {
-            tmp_expression_name_5 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[13]);
-        }
-
-        if (tmp_expression_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 71;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_6 = LOOKUP_ATTRIBUTE(tmp_expression_name_5, mod_consts[20]);
-        if (tmp_called_name_6 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 71;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_kwargs_name_2 = PyDict_Copy(mod_consts[21]);
-        frame_51da46b11dde7fe87fa78ae11e571319->m_frame.f_lineno = 71;
-        tmp_assattr_name_6 = CALL_FUNCTION_WITH_KEYARGS(tmp_called_name_6, tmp_kwargs_name_2);
-        Py_DECREF(tmp_called_name_6);
-        Py_DECREF(tmp_kwargs_name_2);
-        if (tmp_assattr_name_6 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 71;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_6 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_6, mod_consts[19], tmp_assattr_name_6);
-        Py_DECREF(tmp_assattr_name_6);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 71;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    branch_end_8:;
-    goto branch_end_7;
-    branch_no_7:;
-    {
-        PyObject *tmp_assattr_name_7;
-        PyObject *tmp_assattr_target_7;
-        tmp_assattr_name_7 = Py_None;
-        CHECK_OBJECT(par_self);
-        tmp_assattr_target_7 = par_self;
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_7, mod_consts[19], tmp_assattr_name_7);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 74;
-            type_description_1 = "ooooooooooooooN";
-            goto frame_exception_exit_1;
-        }
-    }
-    branch_end_7:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_51da46b11dde7fe87fa78ae11e571319);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_51da46b11dde7fe87fa78ae11e571319);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_51da46b11dde7fe87fa78ae11e571319, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_51da46b11dde7fe87fa78ae11e571319->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_51da46b11dde7fe87fa78ae11e571319, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_51da46b11dde7fe87fa78ae11e571319,
-        type_description_1,
-        par_self,
-        par_in_channels,
-        par_out_channels,
-        par_final_sigmoid,
-        par_basic_module,
-        par_f_maps,
-        par_layer_order,
-        par_num_groups,
-        par_num_levels,
-        par_is_segmentation,
-        par_conv_kernel_size,
-        par_pool_kernel_size,
-        par_conv_padding,
-        par_is3d,
-        NULL
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_51da46b11dde7fe87fa78ae11e571319 == cache_frame_51da46b11dde7fe87fa78ae11e571319) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_51da46b11dde7fe87fa78ae11e571319);
-        cache_frame_51da46b11dde7fe87fa78ae11e571319 = NULL;
-    }
-
-    assertFrameObject(frame_51da46b11dde7fe87fa78ae11e571319);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    tmp_return_value = Py_None;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    CHECK_OBJECT(par_in_channels);
-    Py_DECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    CHECK_OBJECT(par_final_sigmoid);
-    Py_DECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    CHECK_OBJECT(par_basic_module);
-    Py_DECREF(par_basic_module);
-    par_basic_module = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    CHECK_OBJECT(par_layer_order);
-    Py_DECREF(par_layer_order);
-    par_layer_order = NULL;
-    CHECK_OBJECT(par_num_groups);
-    Py_DECREF(par_num_groups);
-    par_num_groups = NULL;
-    CHECK_OBJECT(par_num_levels);
-    Py_DECREF(par_num_levels);
-    par_num_levels = NULL;
-    CHECK_OBJECT(par_is_segmentation);
-    Py_DECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    CHECK_OBJECT(par_conv_kernel_size);
-    Py_DECREF(par_conv_kernel_size);
-    par_conv_kernel_size = NULL;
-    CHECK_OBJECT(par_pool_kernel_size);
-    Py_DECREF(par_pool_kernel_size);
-    par_pool_kernel_size = NULL;
-    CHECK_OBJECT(par_conv_padding);
-    Py_DECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_is3d);
-    Py_DECREF(par_is3d);
-    par_is3d = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    CHECK_OBJECT(par_in_channels);
-    Py_DECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    CHECK_OBJECT(par_final_sigmoid);
-    Py_DECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    CHECK_OBJECT(par_basic_module);
-    Py_DECREF(par_basic_module);
-    par_basic_module = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    CHECK_OBJECT(par_layer_order);
-    Py_DECREF(par_layer_order);
-    par_layer_order = NULL;
-    CHECK_OBJECT(par_num_groups);
-    Py_DECREF(par_num_groups);
-    par_num_groups = NULL;
-    CHECK_OBJECT(par_num_levels);
-    Py_DECREF(par_num_levels);
-    par_num_levels = NULL;
-    CHECK_OBJECT(par_is_segmentation);
-    Py_DECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    CHECK_OBJECT(par_conv_kernel_size);
-    Py_DECREF(par_conv_kernel_size);
-    par_conv_kernel_size = NULL;
-    CHECK_OBJECT(par_pool_kernel_size);
-    Py_DECREF(par_pool_kernel_size);
-    par_pool_kernel_size = NULL;
-    CHECK_OBJECT(par_conv_padding);
-    Py_DECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_is3d);
-    Py_DECREF(par_is3d);
-    par_is3d = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__2_forward(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_x = python_pars[1];
-    PyObject *var_encoders_features = NULL;
-    PyObject *var_encoder = NULL;
-    PyObject *var_decoder = NULL;
-    PyObject *var_encoder_features = NULL;
-    PyObject *tmp_for_loop_1__for_iterator = NULL;
-    PyObject *tmp_for_loop_1__iter_value = NULL;
-    PyObject *tmp_for_loop_2__for_iterator = NULL;
-    PyObject *tmp_for_loop_2__iter_value = NULL;
-    PyObject *tmp_tuple_unpack_1__element_1 = NULL;
-    PyObject *tmp_tuple_unpack_1__element_2 = NULL;
-    PyObject *tmp_tuple_unpack_1__source_iter = NULL;
-    struct Nuitka_FrameObject *frame_95451eaf439dd4fb0254dd53bb5f4c7d;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-    PyObject *tmp_iterator_attempt;
-    PyObject *exception_keeper_type_2;
-    PyObject *exception_keeper_value_2;
-    PyTracebackObject *exception_keeper_tb_2;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_2;
-    PyObject *exception_keeper_type_3;
-    PyObject *exception_keeper_value_3;
-    PyTracebackObject *exception_keeper_tb_3;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_3;
-    PyObject *exception_keeper_type_4;
-    PyObject *exception_keeper_value_4;
-    PyTracebackObject *exception_keeper_tb_4;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_4;
-    int tmp_res;
-    static struct Nuitka_FrameObject *cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_5;
-    PyObject *exception_keeper_value_5;
-    PyTracebackObject *exception_keeper_tb_5;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_5;
-
-    // Actual function body.
-    {
-        PyObject *tmp_assign_source_1;
-        tmp_assign_source_1 = PyList_New(0);
-        assert(var_encoders_features == NULL);
-        var_encoders_features = tmp_assign_source_1;
-    }
-    // Tried code:
-    if (isFrameUnusable(cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d)) {
-        Py_XDECREF(cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d = MAKE_FUNCTION_FRAME(codeobj_95451eaf439dd4fb0254dd53bb5f4c7d, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_type_description == NULL);
-    frame_95451eaf439dd4fb0254dd53bb5f4c7d = cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_95451eaf439dd4fb0254dd53bb5f4c7d) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_assign_source_2;
-        PyObject *tmp_iter_arg_1;
-        PyObject *tmp_expression_name_1;
-        CHECK_OBJECT(par_self);
-        tmp_expression_name_1 = par_self;
-        tmp_iter_arg_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[10]);
-        if (tmp_iter_arg_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 79;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        tmp_assign_source_2 = MAKE_ITERATOR(tmp_iter_arg_1);
-        Py_DECREF(tmp_iter_arg_1);
-        if (tmp_assign_source_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 79;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        assert(tmp_for_loop_1__for_iterator == NULL);
-        tmp_for_loop_1__for_iterator = tmp_assign_source_2;
-    }
-    // Tried code:
-    loop_start_1:;
-    {
-        PyObject *tmp_next_source_1;
-        PyObject *tmp_assign_source_3;
-        CHECK_OBJECT(tmp_for_loop_1__for_iterator);
-        tmp_next_source_1 = tmp_for_loop_1__for_iterator;
-        tmp_assign_source_3 = ITERATOR_NEXT(tmp_next_source_1);
-        if (tmp_assign_source_3 == NULL) {
-            if (CHECK_AND_CLEAR_STOP_ITERATION_OCCURRED()) {
-
-                goto loop_end_1;
-            } else {
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-                type_description_1 = "oooooo";
-                exception_lineno = 79;
-                goto try_except_handler_2;
-            }
-        }
-
-        {
-            PyObject *old = tmp_for_loop_1__iter_value;
-            tmp_for_loop_1__iter_value = tmp_assign_source_3;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_assign_source_4;
-        CHECK_OBJECT(tmp_for_loop_1__iter_value);
-        tmp_assign_source_4 = tmp_for_loop_1__iter_value;
-        {
-            PyObject *old = var_encoder;
-            var_encoder = tmp_assign_source_4;
-            Py_INCREF(var_encoder);
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_assign_source_5;
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_args_element_name_1;
-        CHECK_OBJECT(var_encoder);
-        tmp_called_name_1 = var_encoder;
-        if (par_x == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[22]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 80;
-            type_description_1 = "oooooo";
-            goto try_except_handler_2;
-        }
-
-        tmp_args_element_name_1 = par_x;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 80;
-        tmp_assign_source_5 = CALL_FUNCTION_WITH_SINGLE_ARG(tmp_called_name_1, tmp_args_element_name_1);
-        if (tmp_assign_source_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 80;
-            type_description_1 = "oooooo";
-            goto try_except_handler_2;
-        }
-        {
-            PyObject *old = par_x;
-            par_x = tmp_assign_source_5;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_called_instance_1;
-        PyObject *tmp_call_result_1;
-        PyObject *tmp_args_element_name_2;
-        PyObject *tmp_args_element_name_3;
-        if (var_encoders_features == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[23]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 82;
-            type_description_1 = "oooooo";
-            goto try_except_handler_2;
-        }
-
-        tmp_called_instance_1 = var_encoders_features;
-        tmp_args_element_name_2 = mod_consts[15];
-        CHECK_OBJECT(par_x);
-        tmp_args_element_name_3 = par_x;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 82;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_2, tmp_args_element_name_3};
-            tmp_call_result_1 = CALL_METHOD_WITH_ARGS2(
-                tmp_called_instance_1,
-                mod_consts[24],
-                call_args
-            );
-        }
-
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 82;
-            type_description_1 = "oooooo";
-            goto try_except_handler_2;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-    if (CONSIDER_THREADING() == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 79;
-        type_description_1 = "oooooo";
-        goto try_except_handler_2;
-    }
-    goto loop_start_1;
-    loop_end_1:;
-    goto try_end_1;
-    // Exception handler code:
-    try_except_handler_2:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_for_loop_1__iter_value);
-    tmp_for_loop_1__iter_value = NULL;
-    Py_XDECREF(tmp_for_loop_1__for_iterator);
-    tmp_for_loop_1__for_iterator = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_1:;
-    Py_XDECREF(tmp_for_loop_1__iter_value);
-    tmp_for_loop_1__iter_value = NULL;
-    Py_XDECREF(tmp_for_loop_1__for_iterator);
-    tmp_for_loop_1__for_iterator = NULL;
-    {
-        PyObject *tmp_assign_source_6;
-        PyObject *tmp_expression_name_2;
-        PyObject *tmp_subscript_name_1;
-        if (var_encoders_features == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[23]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 86;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_2 = var_encoders_features;
-        tmp_subscript_name_1 = mod_consts[25];
-        tmp_assign_source_6 = LOOKUP_SUBSCRIPT(tmp_expression_name_2, tmp_subscript_name_1);
-        if (tmp_assign_source_6 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 86;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        {
-            PyObject *old = var_encoders_features;
-            var_encoders_features = tmp_assign_source_6;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_assign_source_7;
-        PyObject *tmp_iter_arg_2;
-        PyObject *tmp_called_name_2;
-        PyObject *tmp_args_element_name_4;
-        PyObject *tmp_expression_name_3;
-        PyObject *tmp_args_element_name_5;
-        tmp_called_name_2 = (PyObject *)&PyZip_Type;
-        if (par_self == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[26]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 89;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_3 = par_self;
-        tmp_args_element_name_4 = LOOKUP_ATTRIBUTE(tmp_expression_name_3, mod_consts[12]);
-        if (tmp_args_element_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 89;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(var_encoders_features);
-        tmp_args_element_name_5 = var_encoders_features;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 89;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_4, tmp_args_element_name_5};
-            tmp_iter_arg_2 = CALL_FUNCTION_WITH_ARGS2(tmp_called_name_2, call_args);
-        }
-
-        Py_DECREF(tmp_args_element_name_4);
-        if (tmp_iter_arg_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 89;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        tmp_assign_source_7 = MAKE_ITERATOR(tmp_iter_arg_2);
-        Py_DECREF(tmp_iter_arg_2);
-        if (tmp_assign_source_7 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 89;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        assert(tmp_for_loop_2__for_iterator == NULL);
-        tmp_for_loop_2__for_iterator = tmp_assign_source_7;
-    }
-    // Tried code:
-    loop_start_2:;
-    {
-        PyObject *tmp_next_source_2;
-        PyObject *tmp_assign_source_8;
-        CHECK_OBJECT(tmp_for_loop_2__for_iterator);
-        tmp_next_source_2 = tmp_for_loop_2__for_iterator;
-        tmp_assign_source_8 = ITERATOR_NEXT(tmp_next_source_2);
-        if (tmp_assign_source_8 == NULL) {
-            if (CHECK_AND_CLEAR_STOP_ITERATION_OCCURRED()) {
-
-                goto loop_end_2;
-            } else {
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-                type_description_1 = "oooooo";
-                exception_lineno = 89;
-                goto try_except_handler_3;
-            }
-        }
-
-        {
-            PyObject *old = tmp_for_loop_2__iter_value;
-            tmp_for_loop_2__iter_value = tmp_assign_source_8;
-            Py_XDECREF(old);
-        }
-
-    }
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_9;
-        PyObject *tmp_iter_arg_3;
-        CHECK_OBJECT(tmp_for_loop_2__iter_value);
-        tmp_iter_arg_3 = tmp_for_loop_2__iter_value;
-        tmp_assign_source_9 = MAKE_UNPACK_ITERATOR(tmp_iter_arg_3);
-        if (tmp_assign_source_9 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 89;
-            type_description_1 = "oooooo";
-            goto try_except_handler_4;
-        }
-        {
-            PyObject *old = tmp_tuple_unpack_1__source_iter;
-            tmp_tuple_unpack_1__source_iter = tmp_assign_source_9;
-            Py_XDECREF(old);
-        }
-
-    }
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_10;
-        PyObject *tmp_unpack_1;
-        CHECK_OBJECT(tmp_tuple_unpack_1__source_iter);
-        tmp_unpack_1 = tmp_tuple_unpack_1__source_iter;
-        tmp_assign_source_10 = UNPACK_NEXT(tmp_unpack_1, 0, 2);
-        if (tmp_assign_source_10 == NULL) {
-            if (!ERROR_OCCURRED()) {
-                exception_type = PyExc_StopIteration;
-                Py_INCREF(exception_type);
-                exception_value = NULL;
-                exception_tb = NULL;
-            } else {
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-            }
-
-
-            type_description_1 = "oooooo";
-            exception_lineno = 89;
-            goto try_except_handler_5;
-        }
-        {
-            PyObject *old = tmp_tuple_unpack_1__element_1;
-            tmp_tuple_unpack_1__element_1 = tmp_assign_source_10;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_assign_source_11;
-        PyObject *tmp_unpack_2;
-        CHECK_OBJECT(tmp_tuple_unpack_1__source_iter);
-        tmp_unpack_2 = tmp_tuple_unpack_1__source_iter;
-        tmp_assign_source_11 = UNPACK_NEXT(tmp_unpack_2, 1, 2);
-        if (tmp_assign_source_11 == NULL) {
-            if (!ERROR_OCCURRED()) {
-                exception_type = PyExc_StopIteration;
-                Py_INCREF(exception_type);
-                exception_value = NULL;
-                exception_tb = NULL;
-            } else {
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-            }
-
-
-            type_description_1 = "oooooo";
-            exception_lineno = 89;
-            goto try_except_handler_5;
-        }
-        {
-            PyObject *old = tmp_tuple_unpack_1__element_2;
-            tmp_tuple_unpack_1__element_2 = tmp_assign_source_11;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        PyObject *tmp_iterator_name_1;
-        CHECK_OBJECT(tmp_tuple_unpack_1__source_iter);
-        tmp_iterator_name_1 = tmp_tuple_unpack_1__source_iter;
-        // Check if iterator has left-over elements.
-        CHECK_OBJECT(tmp_iterator_name_1); assert(HAS_ITERNEXT(tmp_iterator_name_1));
-
-        tmp_iterator_attempt = (*Py_TYPE(tmp_iterator_name_1)->tp_iternext)(tmp_iterator_name_1);
-
-        if (likely(tmp_iterator_attempt == NULL)) {
-            PyObject *error = GET_ERROR_OCCURRED();
-
-            if (error != NULL) {
-                if (EXCEPTION_MATCH_BOOL_SINGLE(error, PyExc_StopIteration)) {
-                    CLEAR_ERROR_OCCURRED();
-                } else {
-                    FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-                    type_description_1 = "oooooo";
-                    exception_lineno = 89;
-                    goto try_except_handler_5;
-                }
-            }
-        } else {
-            Py_DECREF(tmp_iterator_attempt);
-
-            exception_type = PyExc_ValueError;
-            Py_INCREF(PyExc_ValueError);
-            exception_value = mod_consts[27];
-            Py_INCREF(exception_value);
-            exception_tb = NULL;
-
-            type_description_1 = "oooooo";
-            exception_lineno = 89;
-            goto try_except_handler_5;
-        }
-    }
-    goto try_end_2;
-    // Exception handler code:
-    try_except_handler_5:;
-    exception_keeper_type_2 = exception_type;
-    exception_keeper_value_2 = exception_value;
-    exception_keeper_tb_2 = exception_tb;
-    exception_keeper_lineno_2 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_tuple_unpack_1__source_iter);
-    tmp_tuple_unpack_1__source_iter = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_2;
-    exception_value = exception_keeper_value_2;
-    exception_tb = exception_keeper_tb_2;
-    exception_lineno = exception_keeper_lineno_2;
-
-    goto try_except_handler_4;
-    // End of try:
-    try_end_2:;
-    goto try_end_3;
-    // Exception handler code:
-    try_except_handler_4:;
-    exception_keeper_type_3 = exception_type;
-    exception_keeper_value_3 = exception_value;
-    exception_keeper_tb_3 = exception_tb;
-    exception_keeper_lineno_3 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_tuple_unpack_1__element_1);
-    tmp_tuple_unpack_1__element_1 = NULL;
-    Py_XDECREF(tmp_tuple_unpack_1__element_2);
-    tmp_tuple_unpack_1__element_2 = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_3;
-    exception_value = exception_keeper_value_3;
-    exception_tb = exception_keeper_tb_3;
-    exception_lineno = exception_keeper_lineno_3;
-
-    goto try_except_handler_3;
-    // End of try:
-    try_end_3:;
-    Py_XDECREF(tmp_tuple_unpack_1__source_iter);
-    tmp_tuple_unpack_1__source_iter = NULL;
-    {
-        PyObject *tmp_assign_source_12;
-        CHECK_OBJECT(tmp_tuple_unpack_1__element_1);
-        tmp_assign_source_12 = tmp_tuple_unpack_1__element_1;
-        {
-            PyObject *old = var_decoder;
-            var_decoder = tmp_assign_source_12;
-            Py_INCREF(var_decoder);
-            Py_XDECREF(old);
-        }
-
-    }
-    Py_XDECREF(tmp_tuple_unpack_1__element_1);
-    tmp_tuple_unpack_1__element_1 = NULL;
-
-    {
-        PyObject *tmp_assign_source_13;
-        CHECK_OBJECT(tmp_tuple_unpack_1__element_2);
-        tmp_assign_source_13 = tmp_tuple_unpack_1__element_2;
-        {
-            PyObject *old = var_encoder_features;
-            var_encoder_features = tmp_assign_source_13;
-            Py_INCREF(var_encoder_features);
-            Py_XDECREF(old);
-        }
-
-    }
-    Py_XDECREF(tmp_tuple_unpack_1__element_2);
-    tmp_tuple_unpack_1__element_2 = NULL;
-
-    Py_XDECREF(tmp_tuple_unpack_1__element_1);
-    tmp_tuple_unpack_1__element_1 = NULL;
-    Py_XDECREF(tmp_tuple_unpack_1__element_2);
-    tmp_tuple_unpack_1__element_2 = NULL;
-    {
-        PyObject *tmp_assign_source_14;
-        PyObject *tmp_called_name_3;
-        PyObject *tmp_args_element_name_6;
-        PyObject *tmp_args_element_name_7;
-        CHECK_OBJECT(var_decoder);
-        tmp_called_name_3 = var_decoder;
-        CHECK_OBJECT(var_encoder_features);
-        tmp_args_element_name_6 = var_encoder_features;
-        if (par_x == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[22]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 92;
-            type_description_1 = "oooooo";
-            goto try_except_handler_3;
-        }
-
-        tmp_args_element_name_7 = par_x;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 92;
-        {
-            PyObject *call_args[] = {tmp_args_element_name_6, tmp_args_element_name_7};
-            tmp_assign_source_14 = CALL_FUNCTION_WITH_ARGS2(tmp_called_name_3, call_args);
-        }
-
-        if (tmp_assign_source_14 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 92;
-            type_description_1 = "oooooo";
-            goto try_except_handler_3;
-        }
-        {
-            PyObject *old = par_x;
-            par_x = tmp_assign_source_14;
-            Py_XDECREF(old);
-        }
-
-    }
-    if (CONSIDER_THREADING() == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 89;
-        type_description_1 = "oooooo";
-        goto try_except_handler_3;
-    }
-    goto loop_start_2;
-    loop_end_2:;
-    goto try_end_4;
-    // Exception handler code:
-    try_except_handler_3:;
-    exception_keeper_type_4 = exception_type;
-    exception_keeper_value_4 = exception_value;
-    exception_keeper_tb_4 = exception_tb;
-    exception_keeper_lineno_4 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_for_loop_2__iter_value);
-    tmp_for_loop_2__iter_value = NULL;
-    Py_XDECREF(tmp_for_loop_2__for_iterator);
-    tmp_for_loop_2__for_iterator = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_4;
-    exception_value = exception_keeper_value_4;
-    exception_tb = exception_keeper_tb_4;
-    exception_lineno = exception_keeper_lineno_4;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_4:;
-    Py_XDECREF(tmp_for_loop_2__iter_value);
-    tmp_for_loop_2__iter_value = NULL;
-    Py_XDECREF(tmp_for_loop_2__for_iterator);
-    tmp_for_loop_2__for_iterator = NULL;
-    {
-        PyObject *tmp_assign_source_15;
-        PyObject *tmp_called_name_4;
-        PyObject *tmp_expression_name_4;
-        PyObject *tmp_args_element_name_8;
-        if (par_self == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[26]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 94;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_4 = par_self;
-        tmp_called_name_4 = LOOKUP_ATTRIBUTE(tmp_expression_name_4, mod_consts[16]);
-        if (tmp_called_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 94;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        if (par_x == NULL) {
-            Py_DECREF(tmp_called_name_4);
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[22]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 94;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_args_element_name_8 = par_x;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 94;
-        tmp_assign_source_15 = CALL_FUNCTION_WITH_SINGLE_ARG(tmp_called_name_4, tmp_args_element_name_8);
-        Py_DECREF(tmp_called_name_4);
-        if (tmp_assign_source_15 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 94;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        {
-            PyObject *old = par_x;
-            par_x = tmp_assign_source_15;
-            Py_XDECREF(old);
-        }
-
-    }
-    {
-        nuitka_bool tmp_condition_result_1;
-        int tmp_and_left_truth_1;
-        nuitka_bool tmp_and_left_value_1;
-        nuitka_bool tmp_and_right_value_1;
-        PyObject *tmp_operand_name_1;
-        PyObject *tmp_expression_name_5;
-        PyObject *tmp_compexpr_left_1;
-        PyObject *tmp_compexpr_right_1;
-        PyObject *tmp_expression_name_6;
-        if (par_self == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[26]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_5 = par_self;
-        tmp_operand_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_5, mod_consts[28]);
-        if (tmp_operand_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_1);
-        Py_DECREF(tmp_operand_name_1);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        tmp_and_left_value_1 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        tmp_and_left_truth_1 = tmp_and_left_value_1 == NUITKA_BOOL_TRUE ? 1 : 0;
-        if (tmp_and_left_truth_1 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        if (tmp_and_left_truth_1 == 1) {
-            goto and_right_1;
-        } else {
-            goto and_left_1;
-        }
-        and_right_1:;
-        if (par_self == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[26]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_expression_name_6 = par_self;
-        tmp_compexpr_left_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_6, mod_consts[19]);
-        if (tmp_compexpr_left_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 98;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        tmp_compexpr_right_1 = Py_None;
-        tmp_and_right_value_1 = (tmp_compexpr_left_1 != tmp_compexpr_right_1) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        Py_DECREF(tmp_compexpr_left_1);
-        tmp_condition_result_1 = tmp_and_right_value_1;
-        goto and_end_1;
-        and_left_1:;
-        tmp_condition_result_1 = tmp_and_left_value_1;
-        and_end_1:;
-        if (tmp_condition_result_1 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_1;
-        } else {
-            goto branch_no_1;
-        }
-    }
-    branch_yes_1:;
-    {
-        PyObject *tmp_assign_source_16;
-        PyObject *tmp_called_instance_2;
-        PyObject *tmp_args_element_name_9;
-        if (par_self == NULL) {
-
-            FORMAT_UNBOUND_LOCAL_ERROR(&exception_type, &exception_value, mod_consts[26]);
-            exception_tb = NULL;
-            NORMALIZE_EXCEPTION(&exception_type, &exception_value, &exception_tb);
-            CHAIN_EXCEPTION(exception_value);
-
-            exception_lineno = 99;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-
-        tmp_called_instance_2 = par_self;
-        CHECK_OBJECT(par_x);
-        tmp_args_element_name_9 = par_x;
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame.f_lineno = 99;
-        tmp_assign_source_16 = CALL_METHOD_WITH_SINGLE_ARG(tmp_called_instance_2, mod_consts[19], tmp_args_element_name_9);
-        if (tmp_assign_source_16 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 99;
-            type_description_1 = "oooooo";
-            goto frame_exception_exit_1;
-        }
-        {
-            PyObject *old = par_x;
-            par_x = tmp_assign_source_16;
-            Py_XDECREF(old);
-        }
-
-    }
-    branch_no_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_95451eaf439dd4fb0254dd53bb5f4c7d, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_95451eaf439dd4fb0254dd53bb5f4c7d->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_95451eaf439dd4fb0254dd53bb5f4c7d, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_95451eaf439dd4fb0254dd53bb5f4c7d,
-        type_description_1,
-        par_self,
-        par_x,
-        var_encoders_features,
-        var_encoder,
-        var_decoder,
-        var_encoder_features
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_95451eaf439dd4fb0254dd53bb5f4c7d == cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-        cache_frame_95451eaf439dd4fb0254dd53bb5f4c7d = NULL;
-    }
-
-    assertFrameObject(frame_95451eaf439dd4fb0254dd53bb5f4c7d);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    CHECK_OBJECT(par_x);
-    tmp_return_value = par_x;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    Py_XDECREF(par_self);
-    par_self = NULL;
-    CHECK_OBJECT(par_x);
-    Py_DECREF(par_x);
-    par_x = NULL;
-    CHECK_OBJECT(var_encoders_features);
-    Py_DECREF(var_encoders_features);
-    var_encoders_features = NULL;
-    Py_XDECREF(var_encoder);
-    var_encoder = NULL;
-    Py_XDECREF(var_decoder);
-    var_decoder = NULL;
-    Py_XDECREF(var_encoder_features);
-    var_encoder_features = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_5 = exception_type;
-    exception_keeper_value_5 = exception_value;
-    exception_keeper_tb_5 = exception_tb;
-    exception_keeper_lineno_5 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_x);
-    par_x = NULL;
-    Py_XDECREF(var_encoders_features);
-    var_encoders_features = NULL;
-    Py_XDECREF(var_encoder);
-    var_encoder = NULL;
-    Py_XDECREF(var_decoder);
-    var_decoder = NULL;
-    Py_XDECREF(var_encoder_features);
-    var_encoder_features = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_5;
-    exception_value = exception_keeper_value_5;
-    exception_tb = exception_keeper_tb_5;
-    exception_lineno = exception_keeper_lineno_5;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__3___init__(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_in_channels = python_pars[1];
-    PyObject *par_out_channels = python_pars[2];
-    PyObject *par_final_sigmoid = python_pars[3];
-    PyObject *par_f_maps = python_pars[4];
-    PyObject *par_layer_order = python_pars[5];
-    PyObject *par_num_groups = python_pars[6];
-    PyObject *par_num_levels = python_pars[7];
-    PyObject *par_is_segmentation = python_pars[8];
-    PyObject *par_conv_padding = python_pars[9];
-    PyObject *par_kwargs = python_pars[10];
-    struct Nuitka_FrameObject *frame_9de03121238718fe61005599f38a044f;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    int tmp_res;
-    static struct Nuitka_FrameObject *cache_frame_9de03121238718fe61005599f38a044f = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_9de03121238718fe61005599f38a044f)) {
-        Py_XDECREF(cache_frame_9de03121238718fe61005599f38a044f);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_9de03121238718fe61005599f38a044f == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_9de03121238718fe61005599f38a044f = MAKE_FUNCTION_FRAME(codeobj_9de03121238718fe61005599f38a044f, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_9de03121238718fe61005599f38a044f->m_type_description == NULL);
-    frame_9de03121238718fe61005599f38a044f = cache_frame_9de03121238718fe61005599f38a044f;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_9de03121238718fe61005599f38a044f);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_9de03121238718fe61005599f38a044f) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_type_arg_name_1;
-        PyObject *tmp_object_arg_name_1;
-        PyObject *tmp_call_result_1;
-        PyObject *tmp_kwargs_name_1;
-        PyObject *tmp_dict_key_1;
-        PyObject *tmp_dict_value_1;
-        tmp_type_arg_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[29]);
-
-        if (unlikely(tmp_type_arg_name_1 == NULL)) {
-            tmp_type_arg_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[29]);
-        }
-
-        if (tmp_type_arg_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 115;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_object_arg_name_1 = par_self;
-        tmp_expression_name_1 = BUILTIN_SUPER2(tmp_type_arg_name_1, tmp_object_arg_name_1);
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 115;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[1]);
-        Py_DECREF(tmp_expression_name_1);
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 115;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_dict_key_1 = mod_consts[30];
-        CHECK_OBJECT(par_in_channels);
-        tmp_dict_value_1 = par_in_channels;
-        tmp_kwargs_name_1 = _PyDict_NewPresized( 11 );
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[31];
-        CHECK_OBJECT(par_out_channels);
-        tmp_dict_value_1 = par_out_channels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[32];
-        CHECK_OBJECT(par_final_sigmoid);
-        tmp_dict_value_1 = par_final_sigmoid;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[33];
-        tmp_dict_value_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[34]);
-
-        if (unlikely(tmp_dict_value_1 == NULL)) {
-            tmp_dict_value_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[34]);
-        }
-
-        if (tmp_dict_value_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 118;
-            type_description_1 = "oooooooooooN";
-            goto dict_build_exception_1;
-        }
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[9];
-        CHECK_OBJECT(par_f_maps);
-        tmp_dict_value_1 = par_f_maps;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[35];
-        CHECK_OBJECT(par_layer_order);
-        tmp_dict_value_1 = par_layer_order;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[36];
-        CHECK_OBJECT(par_num_groups);
-        tmp_dict_value_1 = par_num_groups;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[3];
-        CHECK_OBJECT(par_num_levels);
-        tmp_dict_value_1 = par_num_levels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[37];
-        CHECK_OBJECT(par_is_segmentation);
-        tmp_dict_value_1 = par_is_segmentation;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[38];
-        CHECK_OBJECT(par_conv_padding);
-        tmp_dict_value_1 = par_conv_padding;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[39];
-        tmp_dict_value_1 = Py_True;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        goto dict_build_noexception_1;
-        // Exception handling pass through code for dict_build:
-        dict_build_exception_1:;
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        goto frame_exception_exit_1;
-        // Finished with no exception for dict_build:
-        dict_build_noexception_1:;
-        frame_9de03121238718fe61005599f38a044f->m_frame.f_lineno = 115;
-        tmp_call_result_1 = CALL_FUNCTION_WITH_KEYARGS(tmp_called_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 115;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_9de03121238718fe61005599f38a044f);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_9de03121238718fe61005599f38a044f);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_9de03121238718fe61005599f38a044f, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_9de03121238718fe61005599f38a044f->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_9de03121238718fe61005599f38a044f, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_9de03121238718fe61005599f38a044f,
-        type_description_1,
-        par_self,
-        par_in_channels,
-        par_out_channels,
-        par_final_sigmoid,
-        par_f_maps,
-        par_layer_order,
-        par_num_groups,
-        par_num_levels,
-        par_is_segmentation,
-        par_conv_padding,
-        par_kwargs,
-        NULL
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_9de03121238718fe61005599f38a044f == cache_frame_9de03121238718fe61005599f38a044f) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_9de03121238718fe61005599f38a044f);
-        cache_frame_9de03121238718fe61005599f38a044f = NULL;
-    }
-
-    assertFrameObject(frame_9de03121238718fe61005599f38a044f);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    tmp_return_value = Py_None;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__4___init__(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_in_channels = python_pars[1];
-    PyObject *par_out_channels = python_pars[2];
-    PyObject *par_final_sigmoid = python_pars[3];
-    PyObject *par_f_maps = python_pars[4];
-    PyObject *par_layer_order = python_pars[5];
-    PyObject *par_num_groups = python_pars[6];
-    PyObject *par_num_levels = python_pars[7];
-    PyObject *par_is_segmentation = python_pars[8];
-    PyObject *par_conv_padding = python_pars[9];
-    PyObject *par_kwargs = python_pars[10];
-    struct Nuitka_FrameObject *frame_3116fec32f6a5f4e31d5d3e585bd3333;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    int tmp_res;
-    static struct Nuitka_FrameObject *cache_frame_3116fec32f6a5f4e31d5d3e585bd3333 = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_3116fec32f6a5f4e31d5d3e585bd3333)) {
-        Py_XDECREF(cache_frame_3116fec32f6a5f4e31d5d3e585bd3333);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_3116fec32f6a5f4e31d5d3e585bd3333 == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_3116fec32f6a5f4e31d5d3e585bd3333 = MAKE_FUNCTION_FRAME(codeobj_3116fec32f6a5f4e31d5d3e585bd3333, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_3116fec32f6a5f4e31d5d3e585bd3333->m_type_description == NULL);
-    frame_3116fec32f6a5f4e31d5d3e585bd3333 = cache_frame_3116fec32f6a5f4e31d5d3e585bd3333;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_3116fec32f6a5f4e31d5d3e585bd3333);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_3116fec32f6a5f4e31d5d3e585bd3333) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_type_arg_name_1;
-        PyObject *tmp_object_arg_name_1;
-        PyObject *tmp_call_result_1;
-        PyObject *tmp_kwargs_name_1;
-        PyObject *tmp_dict_key_1;
-        PyObject *tmp_dict_value_1;
-        tmp_type_arg_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[40]);
-
-        if (unlikely(tmp_type_arg_name_1 == NULL)) {
-            tmp_type_arg_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[40]);
-        }
-
-        if (tmp_type_arg_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 138;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_object_arg_name_1 = par_self;
-        tmp_expression_name_1 = BUILTIN_SUPER2(tmp_type_arg_name_1, tmp_object_arg_name_1);
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 138;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[1]);
-        Py_DECREF(tmp_expression_name_1);
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 138;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_dict_key_1 = mod_consts[30];
-        CHECK_OBJECT(par_in_channels);
-        tmp_dict_value_1 = par_in_channels;
-        tmp_kwargs_name_1 = _PyDict_NewPresized( 11 );
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[31];
-        CHECK_OBJECT(par_out_channels);
-        tmp_dict_value_1 = par_out_channels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[32];
-        CHECK_OBJECT(par_final_sigmoid);
-        tmp_dict_value_1 = par_final_sigmoid;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[33];
-        tmp_dict_value_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[41]);
-
-        if (unlikely(tmp_dict_value_1 == NULL)) {
-            tmp_dict_value_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[41]);
-        }
-
-        if (tmp_dict_value_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 141;
-            type_description_1 = "oooooooooooN";
-            goto dict_build_exception_1;
-        }
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[9];
-        CHECK_OBJECT(par_f_maps);
-        tmp_dict_value_1 = par_f_maps;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[35];
-        CHECK_OBJECT(par_layer_order);
-        tmp_dict_value_1 = par_layer_order;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[36];
-        CHECK_OBJECT(par_num_groups);
-        tmp_dict_value_1 = par_num_groups;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[3];
-        CHECK_OBJECT(par_num_levels);
-        tmp_dict_value_1 = par_num_levels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[37];
-        CHECK_OBJECT(par_is_segmentation);
-        tmp_dict_value_1 = par_is_segmentation;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[38];
-        CHECK_OBJECT(par_conv_padding);
-        tmp_dict_value_1 = par_conv_padding;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[39];
-        tmp_dict_value_1 = Py_True;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        goto dict_build_noexception_1;
-        // Exception handling pass through code for dict_build:
-        dict_build_exception_1:;
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        goto frame_exception_exit_1;
-        // Finished with no exception for dict_build:
-        dict_build_noexception_1:;
-        frame_3116fec32f6a5f4e31d5d3e585bd3333->m_frame.f_lineno = 138;
-        tmp_call_result_1 = CALL_FUNCTION_WITH_KEYARGS(tmp_called_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 138;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_3116fec32f6a5f4e31d5d3e585bd3333);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_3116fec32f6a5f4e31d5d3e585bd3333);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_3116fec32f6a5f4e31d5d3e585bd3333, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_3116fec32f6a5f4e31d5d3e585bd3333->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_3116fec32f6a5f4e31d5d3e585bd3333, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_3116fec32f6a5f4e31d5d3e585bd3333,
-        type_description_1,
-        par_self,
-        par_in_channels,
-        par_out_channels,
-        par_final_sigmoid,
-        par_f_maps,
-        par_layer_order,
-        par_num_groups,
-        par_num_levels,
-        par_is_segmentation,
-        par_conv_padding,
-        par_kwargs,
-        NULL
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_3116fec32f6a5f4e31d5d3e585bd3333 == cache_frame_3116fec32f6a5f4e31d5d3e585bd3333) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_3116fec32f6a5f4e31d5d3e585bd3333);
-        cache_frame_3116fec32f6a5f4e31d5d3e585bd3333 = NULL;
-    }
-
-    assertFrameObject(frame_3116fec32f6a5f4e31d5d3e585bd3333);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    tmp_return_value = Py_None;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__5___init__(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_in_channels = python_pars[1];
-    PyObject *par_out_channels = python_pars[2];
-    PyObject *par_final_sigmoid = python_pars[3];
-    PyObject *par_f_maps = python_pars[4];
-    PyObject *par_layer_order = python_pars[5];
-    PyObject *par_num_groups = python_pars[6];
-    PyObject *par_num_levels = python_pars[7];
-    PyObject *par_is_segmentation = python_pars[8];
-    PyObject *par_conv_padding = python_pars[9];
-    PyObject *par_kwargs = python_pars[10];
-    struct Nuitka_FrameObject *frame_9b298f490523c36773ed9783dc1c23cf;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    int tmp_res;
-    static struct Nuitka_FrameObject *cache_frame_9b298f490523c36773ed9783dc1c23cf = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_9b298f490523c36773ed9783dc1c23cf)) {
-        Py_XDECREF(cache_frame_9b298f490523c36773ed9783dc1c23cf);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_9b298f490523c36773ed9783dc1c23cf == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_9b298f490523c36773ed9783dc1c23cf = MAKE_FUNCTION_FRAME(codeobj_9b298f490523c36773ed9783dc1c23cf, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_9b298f490523c36773ed9783dc1c23cf->m_type_description == NULL);
-    frame_9b298f490523c36773ed9783dc1c23cf = cache_frame_9b298f490523c36773ed9783dc1c23cf;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_9b298f490523c36773ed9783dc1c23cf);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_9b298f490523c36773ed9783dc1c23cf) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_type_arg_name_1;
-        PyObject *tmp_object_arg_name_1;
-        PyObject *tmp_call_result_1;
-        PyObject *tmp_kwargs_name_1;
-        PyObject *tmp_dict_key_1;
-        PyObject *tmp_dict_value_1;
-        tmp_type_arg_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[42]);
-
-        if (unlikely(tmp_type_arg_name_1 == NULL)) {
-            tmp_type_arg_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[42]);
-        }
-
-        if (tmp_type_arg_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 163;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_object_arg_name_1 = par_self;
-        tmp_expression_name_1 = BUILTIN_SUPER2(tmp_type_arg_name_1, tmp_object_arg_name_1);
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 163;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[1]);
-        Py_DECREF(tmp_expression_name_1);
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 163;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_dict_key_1 = mod_consts[30];
-        CHECK_OBJECT(par_in_channels);
-        tmp_dict_value_1 = par_in_channels;
-        tmp_kwargs_name_1 = _PyDict_NewPresized( 11 );
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[31];
-        CHECK_OBJECT(par_out_channels);
-        tmp_dict_value_1 = par_out_channels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[32];
-        CHECK_OBJECT(par_final_sigmoid);
-        tmp_dict_value_1 = par_final_sigmoid;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[33];
-        tmp_dict_value_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[43]);
-
-        if (unlikely(tmp_dict_value_1 == NULL)) {
-            tmp_dict_value_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[43]);
-        }
-
-        if (tmp_dict_value_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 166;
-            type_description_1 = "oooooooooooN";
-            goto dict_build_exception_1;
-        }
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[9];
-        CHECK_OBJECT(par_f_maps);
-        tmp_dict_value_1 = par_f_maps;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[35];
-        CHECK_OBJECT(par_layer_order);
-        tmp_dict_value_1 = par_layer_order;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[36];
-        CHECK_OBJECT(par_num_groups);
-        tmp_dict_value_1 = par_num_groups;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[3];
-        CHECK_OBJECT(par_num_levels);
-        tmp_dict_value_1 = par_num_levels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[37];
-        CHECK_OBJECT(par_is_segmentation);
-        tmp_dict_value_1 = par_is_segmentation;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[38];
-        CHECK_OBJECT(par_conv_padding);
-        tmp_dict_value_1 = par_conv_padding;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[39];
-        tmp_dict_value_1 = Py_True;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        goto dict_build_noexception_1;
-        // Exception handling pass through code for dict_build:
-        dict_build_exception_1:;
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        goto frame_exception_exit_1;
-        // Finished with no exception for dict_build:
-        dict_build_noexception_1:;
-        frame_9b298f490523c36773ed9783dc1c23cf->m_frame.f_lineno = 163;
-        tmp_call_result_1 = CALL_FUNCTION_WITH_KEYARGS(tmp_called_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 163;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_9b298f490523c36773ed9783dc1c23cf);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_9b298f490523c36773ed9783dc1c23cf);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_9b298f490523c36773ed9783dc1c23cf, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_9b298f490523c36773ed9783dc1c23cf->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_9b298f490523c36773ed9783dc1c23cf, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_9b298f490523c36773ed9783dc1c23cf,
-        type_description_1,
-        par_self,
-        par_in_channels,
-        par_out_channels,
-        par_final_sigmoid,
-        par_f_maps,
-        par_layer_order,
-        par_num_groups,
-        par_num_levels,
-        par_is_segmentation,
-        par_conv_padding,
-        par_kwargs,
-        NULL
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_9b298f490523c36773ed9783dc1c23cf == cache_frame_9b298f490523c36773ed9783dc1c23cf) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_9b298f490523c36773ed9783dc1c23cf);
-        cache_frame_9b298f490523c36773ed9783dc1c23cf = NULL;
-    }
-
-    assertFrameObject(frame_9b298f490523c36773ed9783dc1c23cf);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    tmp_return_value = Py_None;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__6___init__(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_self = python_pars[0];
-    PyObject *par_in_channels = python_pars[1];
-    PyObject *par_out_channels = python_pars[2];
-    PyObject *par_final_sigmoid = python_pars[3];
-    PyObject *par_f_maps = python_pars[4];
-    PyObject *par_layer_order = python_pars[5];
-    PyObject *par_num_groups = python_pars[6];
-    PyObject *par_num_levels = python_pars[7];
-    PyObject *par_is_segmentation = python_pars[8];
-    PyObject *par_conv_padding = python_pars[9];
-    PyObject *par_kwargs = python_pars[10];
-    struct Nuitka_FrameObject *frame_7934fa0ecb71b0b58d81131b301d2c27;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    NUITKA_MAY_BE_UNUSED nuitka_void tmp_unused;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    int tmp_res;
-    static struct Nuitka_FrameObject *cache_frame_7934fa0ecb71b0b58d81131b301d2c27 = NULL;
-    PyObject *tmp_return_value = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_7934fa0ecb71b0b58d81131b301d2c27)) {
-        Py_XDECREF(cache_frame_7934fa0ecb71b0b58d81131b301d2c27);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_7934fa0ecb71b0b58d81131b301d2c27 == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_7934fa0ecb71b0b58d81131b301d2c27 = MAKE_FUNCTION_FRAME(codeobj_7934fa0ecb71b0b58d81131b301d2c27, module_models$unet3d$model, sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_7934fa0ecb71b0b58d81131b301d2c27->m_type_description == NULL);
-    frame_7934fa0ecb71b0b58d81131b301d2c27 = cache_frame_7934fa0ecb71b0b58d81131b301d2c27;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_7934fa0ecb71b0b58d81131b301d2c27);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_7934fa0ecb71b0b58d81131b301d2c27) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_type_arg_name_1;
-        PyObject *tmp_object_arg_name_1;
-        PyObject *tmp_call_result_1;
-        PyObject *tmp_kwargs_name_1;
-        PyObject *tmp_dict_key_1;
-        PyObject *tmp_dict_value_1;
-        tmp_type_arg_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[44]);
-
-        if (unlikely(tmp_type_arg_name_1 == NULL)) {
-            tmp_type_arg_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[44]);
-        }
-
-        if (tmp_type_arg_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 184;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_self);
-        tmp_object_arg_name_1 = par_self;
-        tmp_expression_name_1 = BUILTIN_SUPER2(tmp_type_arg_name_1, tmp_object_arg_name_1);
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 184;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_called_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[1]);
-        Py_DECREF(tmp_expression_name_1);
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 184;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        tmp_dict_key_1 = mod_consts[30];
-        CHECK_OBJECT(par_in_channels);
-        tmp_dict_value_1 = par_in_channels;
-        tmp_kwargs_name_1 = _PyDict_NewPresized( 11 );
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[31];
-        CHECK_OBJECT(par_out_channels);
-        tmp_dict_value_1 = par_out_channels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[32];
-        CHECK_OBJECT(par_final_sigmoid);
-        tmp_dict_value_1 = par_final_sigmoid;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[33];
-        tmp_dict_value_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[34]);
-
-        if (unlikely(tmp_dict_value_1 == NULL)) {
-            tmp_dict_value_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[34]);
-        }
-
-        if (tmp_dict_value_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 187;
-            type_description_1 = "oooooooooooN";
-            goto dict_build_exception_1;
-        }
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[9];
-        CHECK_OBJECT(par_f_maps);
-        tmp_dict_value_1 = par_f_maps;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[35];
-        CHECK_OBJECT(par_layer_order);
-        tmp_dict_value_1 = par_layer_order;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[36];
-        CHECK_OBJECT(par_num_groups);
-        tmp_dict_value_1 = par_num_groups;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[3];
-        CHECK_OBJECT(par_num_levels);
-        tmp_dict_value_1 = par_num_levels;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[37];
-        CHECK_OBJECT(par_is_segmentation);
-        tmp_dict_value_1 = par_is_segmentation;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[38];
-        CHECK_OBJECT(par_conv_padding);
-        tmp_dict_value_1 = par_conv_padding;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        tmp_dict_key_1 = mod_consts[39];
-        tmp_dict_value_1 = Py_False;
-        tmp_res = PyDict_SetItem(tmp_kwargs_name_1, tmp_dict_key_1, tmp_dict_value_1);
-        assert(!(tmp_res != 0));
-        goto dict_build_noexception_1;
-        // Exception handling pass through code for dict_build:
-        dict_build_exception_1:;
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        goto frame_exception_exit_1;
-        // Finished with no exception for dict_build:
-        dict_build_noexception_1:;
-        frame_7934fa0ecb71b0b58d81131b301d2c27->m_frame.f_lineno = 184;
-        tmp_call_result_1 = CALL_FUNCTION_WITH_KEYARGS(tmp_called_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_call_result_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 184;
-            type_description_1 = "oooooooooooN";
-            goto frame_exception_exit_1;
-        }
-        Py_DECREF(tmp_call_result_1);
-    }
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_7934fa0ecb71b0b58d81131b301d2c27);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_7934fa0ecb71b0b58d81131b301d2c27);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_7934fa0ecb71b0b58d81131b301d2c27, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_7934fa0ecb71b0b58d81131b301d2c27->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_7934fa0ecb71b0b58d81131b301d2c27, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_7934fa0ecb71b0b58d81131b301d2c27,
-        type_description_1,
-        par_self,
-        par_in_channels,
-        par_out_channels,
-        par_final_sigmoid,
-        par_f_maps,
-        par_layer_order,
-        par_num_groups,
-        par_num_levels,
-        par_is_segmentation,
-        par_conv_padding,
-        par_kwargs,
-        NULL
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_7934fa0ecb71b0b58d81131b301d2c27 == cache_frame_7934fa0ecb71b0b58d81131b301d2c27) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_7934fa0ecb71b0b58d81131b301d2c27);
-        cache_frame_7934fa0ecb71b0b58d81131b301d2c27 = NULL;
-    }
-
-    assertFrameObject(frame_7934fa0ecb71b0b58d81131b301d2c27);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    tmp_return_value = Py_None;
-    Py_INCREF(tmp_return_value);
-    goto try_return_handler_1;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_self);
-    Py_DECREF(par_self);
-    par_self = NULL;
-    Py_XDECREF(par_in_channels);
-    par_in_channels = NULL;
-    Py_XDECREF(par_out_channels);
-    par_out_channels = NULL;
-    Py_XDECREF(par_final_sigmoid);
-    par_final_sigmoid = NULL;
-    Py_XDECREF(par_f_maps);
-    par_f_maps = NULL;
-    Py_XDECREF(par_layer_order);
-    par_layer_order = NULL;
-    Py_XDECREF(par_num_groups);
-    par_num_groups = NULL;
-    Py_XDECREF(par_num_levels);
-    par_num_levels = NULL;
-    Py_XDECREF(par_is_segmentation);
-    par_is_segmentation = NULL;
-    Py_XDECREF(par_conv_padding);
-    par_conv_padding = NULL;
-    CHECK_OBJECT(par_kwargs);
-    Py_DECREF(par_kwargs);
-    par_kwargs = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-static PyObject *impl_models$unet3d$model$$$function__7_get_model(struct Nuitka_FunctionObject const *self, PyObject **python_pars) {
-    // Preserve error status for checks
-#ifndef __NUITKA_NO_ASSERT__
-    NUITKA_MAY_BE_UNUSED bool had_error = ERROR_OCCURRED();
-#endif
-
-    // Local variable declarations.
-    PyObject *par_model_config = python_pars[0];
-    PyObject *var_model_class = NULL;
-    struct Nuitka_FrameObject *frame_e9e7131d00b24773e6e44e82c425f784;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    PyObject *tmp_return_value = NULL;
-    static struct Nuitka_FrameObject *cache_frame_e9e7131d00b24773e6e44e82c425f784 = NULL;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-
-    // Actual function body.
-    // Tried code:
-    if (isFrameUnusable(cache_frame_e9e7131d00b24773e6e44e82c425f784)) {
-        Py_XDECREF(cache_frame_e9e7131d00b24773e6e44e82c425f784);
-
-#if _DEBUG_REFCOUNTS
-        if (cache_frame_e9e7131d00b24773e6e44e82c425f784 == NULL) {
-            count_active_frame_cache_instances += 1;
-        } else {
-            count_released_frame_cache_instances += 1;
-        }
-        count_allocated_frame_cache_instances += 1;
-#endif
-        cache_frame_e9e7131d00b24773e6e44e82c425f784 = MAKE_FUNCTION_FRAME(codeobj_e9e7131d00b24773e6e44e82c425f784, module_models$unet3d$model, sizeof(void *)+sizeof(void *));
-#if _DEBUG_REFCOUNTS
-    } else {
-        count_hit_frame_cache_instances += 1;
-#endif
-    }
-    assert(cache_frame_e9e7131d00b24773e6e44e82c425f784->m_type_description == NULL);
-    frame_e9e7131d00b24773e6e44e82c425f784 = cache_frame_e9e7131d00b24773e6e44e82c425f784;
-
-    // Push the new frame as the currently active one.
-    pushFrameStack(frame_e9e7131d00b24773e6e44e82c425f784);
-
-    // Mark the frame object as in use, ref count 1 will be up for reuse.
-    assert(Py_REFCNT(frame_e9e7131d00b24773e6e44e82c425f784) == 2); // Frame stack
-
-    // Framed code:
-    {
-        PyObject *tmp_assign_source_1;
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_args_name_1;
-        PyObject *tmp_tuple_element_1;
-        PyObject *tmp_expression_name_1;
-        PyObject *tmp_subscript_name_1;
-        PyObject *tmp_kwargs_name_1;
-        tmp_called_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[45]);
-
-        if (unlikely(tmp_called_name_1 == NULL)) {
-            tmp_called_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[45]);
-        }
-
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 198;
-            type_description_1 = "oo";
-            goto frame_exception_exit_1;
-        }
-        CHECK_OBJECT(par_model_config);
-        tmp_expression_name_1 = par_model_config;
-        tmp_subscript_name_1 = mod_consts[46];
-        tmp_tuple_element_1 = LOOKUP_SUBSCRIPT(tmp_expression_name_1, tmp_subscript_name_1);
-        if (tmp_tuple_element_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 198;
-            type_description_1 = "oo";
-            goto frame_exception_exit_1;
-        }
-        tmp_args_name_1 = PyTuple_New(1);
-        PyTuple_SET_ITEM(tmp_args_name_1, 0, tmp_tuple_element_1);
-        tmp_kwargs_name_1 = DEEP_COPY(mod_consts[47]);
-        frame_e9e7131d00b24773e6e44e82c425f784->m_frame.f_lineno = 198;
-        tmp_assign_source_1 = CALL_FUNCTION(tmp_called_name_1, tmp_args_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_args_name_1);
-        Py_DECREF(tmp_kwargs_name_1);
-        if (tmp_assign_source_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 198;
-            type_description_1 = "oo";
-            goto frame_exception_exit_1;
-        }
-        assert(var_model_class == NULL);
-        var_model_class = tmp_assign_source_1;
-    }
-    {
-        PyObject *tmp_dircall_arg1_1;
-        PyObject *tmp_dircall_arg2_1;
-        CHECK_OBJECT(var_model_class);
-        tmp_dircall_arg1_1 = var_model_class;
-        CHECK_OBJECT(par_model_config);
-        tmp_dircall_arg2_1 = par_model_config;
-        Py_INCREF(tmp_dircall_arg1_1);
-        Py_INCREF(tmp_dircall_arg2_1);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_1, tmp_dircall_arg2_1};
-            tmp_return_value = impl_models$$$function__8_complex_call_helper_star_dict(dir_call_args);
-        }
-        if (tmp_return_value == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 201;
-            type_description_1 = "oo";
-            goto frame_exception_exit_1;
-        }
-        goto frame_return_exit_1;
-    }
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_e9e7131d00b24773e6e44e82c425f784);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto frame_no_exception_1;
-
-    frame_return_exit_1:;
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_e9e7131d00b24773e6e44e82c425f784);
-#endif
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    goto try_return_handler_1;
-
-    frame_exception_exit_1:;
-
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_e9e7131d00b24773e6e44e82c425f784);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_e9e7131d00b24773e6e44e82c425f784, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_e9e7131d00b24773e6e44e82c425f784->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_e9e7131d00b24773e6e44e82c425f784, exception_lineno);
-    }
-
-    // Attaches locals to frame if any.
-    Nuitka_Frame_AttachLocals(
-        frame_e9e7131d00b24773e6e44e82c425f784,
-        type_description_1,
-        par_model_config,
-        var_model_class
-    );
-
-
-    // Release cached frame if used for exception.
-    if (frame_e9e7131d00b24773e6e44e82c425f784 == cache_frame_e9e7131d00b24773e6e44e82c425f784) {
-#if _DEBUG_REFCOUNTS
-        count_active_frame_cache_instances -= 1;
-        count_released_frame_cache_instances += 1;
-#endif
-
-        Py_DECREF(cache_frame_e9e7131d00b24773e6e44e82c425f784);
-        cache_frame_e9e7131d00b24773e6e44e82c425f784 = NULL;
-    }
-
-    assertFrameObject(frame_e9e7131d00b24773e6e44e82c425f784);
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto try_except_handler_1;
-
-    frame_no_exception_1:;
-    NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-    return NULL;
-    // Return handler code:
-    try_return_handler_1:;
-    CHECK_OBJECT(par_model_config);
-    Py_DECREF(par_model_config);
-    par_model_config = NULL;
-    CHECK_OBJECT(var_model_class);
-    Py_DECREF(var_model_class);
-    var_model_class = NULL;
-    goto function_return_exit;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(par_model_config);
-    Py_DECREF(par_model_config);
-    par_model_config = NULL;
-    Py_XDECREF(var_model_class);
-    var_model_class = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto function_exception_exit;
-    // End of try:
-
-    NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-    return NULL;
-
-function_exception_exit:
-    assert(exception_type);
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-
-    return NULL;
-
-function_return_exit:
-   // Function cleanup code if any.
-
-
-   // Actual function exit with return value, making sure we did not make
-   // the error status worse despite non-NULL return.
-   CHECK_OBJECT(tmp_return_value);
-   assert(had_error || !ERROR_OCCURRED());
-   return tmp_return_value;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__1___init__(PyObject *defaults) {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__1___init__,
-        mod_consts[1],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[71],
-#endif
-        codeobj_51da46b11dde7fe87fa78ae11e571319,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__2_forward() {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__2_forward,
-        mod_consts[72],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[73],
-#endif
-        codeobj_95451eaf439dd4fb0254dd53bb5f4c7d,
-        NULL,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__3___init__(PyObject *defaults) {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__3___init__,
-        mod_consts[1],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[77],
-#endif
-        codeobj_9de03121238718fe61005599f38a044f,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__4___init__(PyObject *defaults) {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__4___init__,
-        mod_consts[1],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[80],
-#endif
-        codeobj_3116fec32f6a5f4e31d5d3e585bd3333,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__5___init__(PyObject *defaults) {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__5___init__,
-        mod_consts[1],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[82],
-#endif
-        codeobj_9b298f490523c36773ed9783dc1c23cf,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__6___init__(PyObject *defaults) {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__6___init__,
-        mod_consts[1],
-#if PYTHON_VERSION >= 0x300
-        mod_consts[84],
-#endif
-        codeobj_7934fa0ecb71b0b58d81131b301d2c27,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-
-static PyObject *MAKE_FUNCTION_models$unet3d$model$$$function__7_get_model() {
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        impl_models$unet3d$model$$$function__7_get_model,
-        mod_consts[85],
-#if PYTHON_VERSION >= 0x300
-        NULL,
-#endif
-        codeobj_e9e7131d00b24773e6e44e82c425f784,
-        NULL,
-#if PYTHON_VERSION >= 0x300
-        NULL,
-        NULL,
-#endif
-        module_models$unet3d$model,
-        NULL,
-        NULL,
-        0
-    );
-
-
-    return (PyObject *)result;
-}
-
-
-extern void _initCompiledCellType();
-extern void _initCompiledGeneratorType();
-extern void _initCompiledFunctionType();
-extern void _initCompiledMethodType();
-extern void _initCompiledFrameType();
-
-extern PyTypeObject Nuitka_Loader_Type;
-
-#ifdef _NUITKA_PLUGIN_DILL_ENABLED
-// Provide a way to create find a function via its C code and create it back
-// in another process, useful for multiprocessing extensions like dill
-extern void registerDillPluginTables(char const *module_name, PyMethodDef *reduce_compiled_function, PyMethodDef *create_compiled_function);
-
-function_impl_code functable_models$unet3d$model[] = {
-    impl_models$unet3d$model$$$function__1___init__,
-    impl_models$unet3d$model$$$function__2_forward,
-    impl_models$unet3d$model$$$function__3___init__,
-    impl_models$unet3d$model$$$function__4___init__,
-    impl_models$unet3d$model$$$function__5___init__,
-    impl_models$unet3d$model$$$function__6___init__,
-    impl_models$unet3d$model$$$function__7_get_model,
-    NULL
-};
-
-static char const *_reduce_compiled_function_argnames[] = {
-    "func",
-    NULL
-};
-
-static PyObject *_reduce_compiled_function(PyObject *self, PyObject *args, PyObject *kwds) {
-    PyObject *func;
-
-    if (!PyArg_ParseTupleAndKeywords(args, kwds, "O:reduce_compiled_function", (char **)_reduce_compiled_function_argnames, &func, NULL)) {
-        return NULL;
-    }
-
-    if (Nuitka_Function_Check(func) == false) {
-        SET_CURRENT_EXCEPTION_TYPE0_STR(PyExc_TypeError, "not a compiled function");
-        return NULL;
-    }
-
-    struct Nuitka_FunctionObject *function = (struct Nuitka_FunctionObject *)func;
-
-    function_impl_code *current = functable_models$unet3d$model;
-    int offset = 0;
-
-    while (*current != NULL) {
-        if (*current == function->m_c_code) {
-            break;
-        }
-
-        current += 1;
-        offset += 1;
-    }
-
-    if (*current == NULL) {
-        SET_CURRENT_EXCEPTION_TYPE0_STR(PyExc_TypeError, "Cannot find compiled function in module.");
-        return NULL;
-    }
-
-    PyObject *code_object_desc = PyTuple_New(6);
-    PyTuple_SET_ITEM0(code_object_desc, 0, function->m_code_object->co_filename);
-    PyTuple_SET_ITEM0(code_object_desc, 1, function->m_code_object->co_name);
-    PyTuple_SET_ITEM(code_object_desc, 2, PyLong_FromLong(function->m_code_object->co_firstlineno));
-    PyTuple_SET_ITEM0(code_object_desc, 3, function->m_code_object->co_varnames);
-    PyTuple_SET_ITEM(code_object_desc, 4, PyLong_FromLong(function->m_code_object->co_argcount));
-    PyTuple_SET_ITEM(code_object_desc, 5, PyLong_FromLong(function->m_code_object->co_flags));
-
-    CHECK_OBJECT_DEEP(code_object_desc);
-
-    PyObject *result = PyTuple_New(4);
-    PyTuple_SET_ITEM(result, 0, PyLong_FromLong(offset));
-    PyTuple_SET_ITEM(result, 1, code_object_desc);
-    PyTuple_SET_ITEM0(result, 2, function->m_defaults);
-    PyTuple_SET_ITEM0(result, 3, function->m_doc != NULL ? function->m_doc : Py_None);
-
-    CHECK_OBJECT_DEEP(result);
-
-    return result;
-}
-
-static PyMethodDef _method_def_reduce_compiled_function = {"reduce_compiled_function", (PyCFunction)_reduce_compiled_function,
-                                                           METH_VARARGS | METH_KEYWORDS, NULL};
-
-static char const *_create_compiled_function_argnames[] = {
-    "func",
-    "code_object_desc",
-    "defaults",
-    "doc",
-    NULL
-};
-
-
-static PyObject *_create_compiled_function(PyObject *self, PyObject *args, PyObject *kwds) {
-    CHECK_OBJECT_DEEP(args);
-
-    PyObject *func;
-    PyObject *code_object_desc;
-    PyObject *defaults;
-    PyObject *doc;
-
-    if (!PyArg_ParseTupleAndKeywords(args, kwds, "OOOO:create_compiled_function", (char **)_create_compiled_function_argnames, &func, &code_object_desc, &defaults, &doc, NULL)) {
-        return NULL;
-    }
-
-    int offset = PyLong_AsLong(func);
-
-    if (offset == -1 && ERROR_OCCURRED()) {
-        return NULL;
-    }
-
-    if (offset > sizeof(functable_models$unet3d$model) || offset < 0) {
-        SET_CURRENT_EXCEPTION_TYPE0_STR(PyExc_TypeError, "Wrong offset for compiled function.");
-        return NULL;
-    }
-
-    PyObject *filename = PyTuple_GET_ITEM(code_object_desc, 0);
-    PyObject *function_name = PyTuple_GET_ITEM(code_object_desc, 1);
-    PyObject *line = PyTuple_GET_ITEM(code_object_desc, 2);
-    int line_int = PyLong_AsLong(line);
-    assert(!ERROR_OCCURRED());
-
-    PyObject *argnames = PyTuple_GET_ITEM(code_object_desc, 3);
-    PyObject *arg_count = PyTuple_GET_ITEM(code_object_desc, 4);
-    int arg_count_int = PyLong_AsLong(arg_count);
-    assert(!ERROR_OCCURRED());
-    PyObject *flags = PyTuple_GET_ITEM(code_object_desc, 5);
-    int flags_int = PyLong_AsLong(flags);
-    assert(!ERROR_OCCURRED());
-
-    PyCodeObject *code_object = MAKE_CODEOBJECT(
-        filename,
-        line_int,
-        flags_int,
-        function_name,
-        argnames,
-        NULL, // freevars
-        arg_count_int,
-        0, // TODO: Missing kw_only_count
-        0 // TODO: Missing pos_only_count
-    );
-
-    struct Nuitka_FunctionObject *result = Nuitka_Function_New(
-        functable_models$unet3d$model[offset],
-        code_object->co_name,
-#if PYTHON_VERSION >= 0x300
-        NULL, // TODO: Not transferring qualname yet
-#endif
-        code_object,
-        defaults,
-#if PYTHON_VERSION >= 0x300
-        NULL, // kwdefaults are done on the outside currently
-        NULL, // TODO: Not transferring annotations
-#endif
-        module_models$unet3d$model,
-        doc,
-        NULL,
-        0
-    );
-
-    return (PyObject *)result;
-}
-
-static PyMethodDef _method_def_create_compiled_function = {
-    "create_compiled_function",
-    (PyCFunction)_create_compiled_function,
-    METH_VARARGS | METH_KEYWORDS, NULL
-};
-
-
-#endif
-
-// Internal entry point for module code.
-PyObject *modulecode_models$unet3d$model(PyObject *module, struct Nuitka_MetaPathBasedLoaderEntry const *module_entry) {
-    module_models$unet3d$model = module;
-
-#ifdef _NUITKA_MODULE
-    // In case of a stand alone extension module, need to call initialization
-    // the init here because that's the first and only time we are going to get
-    // called here.
-
-    // Initialize the constant values used.
-    _initBuiltinModule();
-    createGlobalConstants();
-
-    /* Initialize the compiled types of Nuitka. */
-    _initCompiledCellType();
-    _initCompiledGeneratorType();
-    _initCompiledFunctionType();
-    _initCompiledMethodType();
-    _initCompiledFrameType();
-
-#if PYTHON_VERSION < 0x300
-    _initSlotCompare();
-#endif
-#if PYTHON_VERSION >= 0x270
-    _initSlotIternext();
-#endif
-
-    patchBuiltinModule();
-    patchTypeComparison();
-
-    // Enable meta path based loader if not already done.
-#ifdef _NUITKA_TRACE
-    PRINT_STRING("models.unet3d.model: Calling setupMetaPathBasedLoader().\n");
-#endif
-    setupMetaPathBasedLoader();
-
-#if PYTHON_VERSION >= 0x300
-    patchInspectModule();
-#endif
-
-#endif
-
-    /* The constants only used by this module are created now. */
-#ifdef _NUITKA_TRACE
-    PRINT_STRING("models.unet3d.model: Calling createModuleConstants().\n");
-#endif
-    createModuleConstants();
-
-    /* The code objects used by this module are created now. */
-#ifdef _NUITKA_TRACE
-    PRINT_STRING("models.unet3d.model: Calling createModuleCodeObjects().\n");
-#endif
-    createModuleCodeObjects();
-
-    // PRINT_STRING("in initmodels$unet3d$model\n");
-
-    // Create the module object first. There are no methods initially, all are
-    // added dynamically in actual code only.  Also no "__doc__" is initially
-    // set at this time, as it could not contain NUL characters this way, they
-    // are instead set in early module code.  No "self" for modules, we have no
-    // use for it.
-
-    moduledict_models$unet3d$model = MODULE_DICT(module_models$unet3d$model);
-
-#ifdef _NUITKA_PLUGIN_DILL_ENABLED
-    registerDillPluginTables(module_entry->name, &_method_def_reduce_compiled_function, &_method_def_create_compiled_function);
-#endif
-
-    // Set "__compiled__" to what version information we have.
-    UPDATE_STRING_DICT0(
-        moduledict_models$unet3d$model,
-        (Nuitka_StringObject *)const_str_plain___compiled__,
-        Nuitka_dunder_compiled_value
-    );
-
-    // Update "__package__" value to what it ought to be.
-    {
-#if 0
-        UPDATE_STRING_DICT0(
-            moduledict_models$unet3d$model,
-            (Nuitka_StringObject *)const_str_plain___package__,
-            const_str_empty
-        );
-#elif 0
-        PyObject *module_name = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___name__);
-
-        UPDATE_STRING_DICT0(
-            moduledict_models$unet3d$model,
-            (Nuitka_StringObject *)const_str_plain___package__,
-            module_name
-        );
-#else
-
-#if PYTHON_VERSION < 0x300
-        PyObject *module_name = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___name__);
-        char const *module_name_cstr = PyString_AS_STRING(module_name);
-
-        char const *last_dot = strrchr(module_name_cstr, '.');
-
-        if (last_dot != NULL) {
-            UPDATE_STRING_DICT1(
-                moduledict_models$unet3d$model,
-                (Nuitka_StringObject *)const_str_plain___package__,
-                PyString_FromStringAndSize(module_name_cstr, last_dot - module_name_cstr)
-            );
-        }
-#else
-        PyObject *module_name = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___name__);
-        Py_ssize_t dot_index = PyUnicode_Find(module_name, const_str_dot, 0, PyUnicode_GetLength(module_name), -1);
-
-        if (dot_index != -1) {
-            UPDATE_STRING_DICT1(
-                moduledict_models$unet3d$model,
-                (Nuitka_StringObject *)const_str_plain___package__,
-                PyUnicode_Substring(module_name, 0, dot_index)
-            );
-        }
-#endif
-#endif
-    }
-
-    CHECK_OBJECT(module_models$unet3d$model);
-
-    // For deep importing of a module we need to have "__builtins__", so we set
-    // it ourselves in the same way than CPython does. Note: This must be done
-    // before the frame object is allocated, or else it may fail.
-
-    if (GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___builtins__) == NULL) {
-        PyObject *value = (PyObject *)builtin_module;
-
-        // Check if main module, not a dict then but the module itself.
-#if !defined(_NUITKA_EXE) || !0
-        value = PyModule_GetDict(value);
-#endif
-
-        UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___builtins__, value);
-    }
-
-#if PYTHON_VERSION >= 0x300
-    UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___loader__, (PyObject *)&Nuitka_Loader_Type);
-#endif
-
-#if PYTHON_VERSION >= 0x340
-// Set the "__spec__" value
-
-#if 0
-    // Main modules just get "None" as spec.
-    UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___spec__, Py_None);
-#else
-    // Other modules get a "ModuleSpec" from the standard mechanism.
-    {
-        PyObject *bootstrap_module = getImportLibBootstrapModule();
-        CHECK_OBJECT(bootstrap_module);
-
-        PyObject *_spec_from_module = PyObject_GetAttrString(bootstrap_module, "_spec_from_module");
-        CHECK_OBJECT(_spec_from_module);
-
-        PyObject *spec_value = CALL_FUNCTION_WITH_SINGLE_ARG(_spec_from_module, module_models$unet3d$model);
-        Py_DECREF(_spec_from_module);
-
-        // We can assume this to never fail, or else we are in trouble anyway.
-        // CHECK_OBJECT(spec_value);
-
-        if (spec_value == NULL) {
-            PyErr_PrintEx(0);
-            abort();
-        }
-
-// Mark the execution in the "__spec__" value.
-        SET_ATTRIBUTE(spec_value, const_str_plain__initializing, Py_True);
-
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)const_str_plain___spec__, spec_value);
-    }
-#endif
-#endif
-
-    // Temp variables if any
-    PyObject *outline_0_var___class__ = NULL;
-    PyObject *outline_1_var___class__ = NULL;
-    PyObject *outline_2_var___class__ = NULL;
-    PyObject *outline_3_var___class__ = NULL;
-    PyObject *outline_4_var___class__ = NULL;
-    PyObject *tmp_class_creation_1__bases = NULL;
-    PyObject *tmp_class_creation_1__bases_orig = NULL;
-    PyObject *tmp_class_creation_1__class_decl_dict = NULL;
-    PyObject *tmp_class_creation_1__metaclass = NULL;
-    PyObject *tmp_class_creation_1__prepared = NULL;
-    PyObject *tmp_class_creation_2__bases = NULL;
-    PyObject *tmp_class_creation_2__bases_orig = NULL;
-    PyObject *tmp_class_creation_2__class_decl_dict = NULL;
-    PyObject *tmp_class_creation_2__metaclass = NULL;
-    PyObject *tmp_class_creation_2__prepared = NULL;
-    PyObject *tmp_class_creation_3__bases = NULL;
-    PyObject *tmp_class_creation_3__bases_orig = NULL;
-    PyObject *tmp_class_creation_3__class_decl_dict = NULL;
-    PyObject *tmp_class_creation_3__metaclass = NULL;
-    PyObject *tmp_class_creation_3__prepared = NULL;
-    PyObject *tmp_class_creation_4__bases = NULL;
-    PyObject *tmp_class_creation_4__bases_orig = NULL;
-    PyObject *tmp_class_creation_4__class_decl_dict = NULL;
-    PyObject *tmp_class_creation_4__metaclass = NULL;
-    PyObject *tmp_class_creation_4__prepared = NULL;
-    PyObject *tmp_class_creation_5__bases = NULL;
-    PyObject *tmp_class_creation_5__bases_orig = NULL;
-    PyObject *tmp_class_creation_5__class_decl_dict = NULL;
-    PyObject *tmp_class_creation_5__metaclass = NULL;
-    PyObject *tmp_class_creation_5__prepared = NULL;
-    PyObject *tmp_import_from_1__module = NULL;
-    PyObject *tmp_import_from_2__module = NULL;
-    struct Nuitka_FrameObject *frame_538bf138f16ddd30bd4432efc7d5498a;
-    NUITKA_MAY_BE_UNUSED char const *type_description_1 = NULL;
-    bool tmp_result;
-    PyObject *exception_type = NULL;
-    PyObject *exception_value = NULL;
-    PyTracebackObject *exception_tb = NULL;
-    NUITKA_MAY_BE_UNUSED int exception_lineno = 0;
-    PyObject *exception_keeper_type_1;
-    PyObject *exception_keeper_value_1;
-    PyTracebackObject *exception_keeper_tb_1;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_1;
-    PyObject *exception_keeper_type_2;
-    PyObject *exception_keeper_value_2;
-    PyTracebackObject *exception_keeper_tb_2;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_2;
-    int tmp_res;
-    PyObject *tmp_dictdel_dict;
-    PyObject *tmp_dictdel_key;
-    PyObject *locals_models$unet3d$model$$$class__1_AbstractUNet_9 = NULL;
-    PyObject *tmp_dictset_value;
-    struct Nuitka_FrameObject *frame_b5da0c44f22792dfa8a94b4b1fe8119b_2;
-    NUITKA_MAY_BE_UNUSED char const *type_description_2 = NULL;
-    static struct Nuitka_FrameObject *cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 = NULL;
-    PyObject *exception_keeper_type_3;
-    PyObject *exception_keeper_value_3;
-    PyTracebackObject *exception_keeper_tb_3;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_3;
-    PyObject *exception_keeper_type_4;
-    PyObject *exception_keeper_value_4;
-    PyTracebackObject *exception_keeper_tb_4;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_4;
-    PyObject *exception_keeper_type_5;
-    PyObject *exception_keeper_value_5;
-    PyTracebackObject *exception_keeper_tb_5;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_5;
-    PyObject *locals_models$unet3d$model$$$class__2_UNet3D_104 = NULL;
-    struct Nuitka_FrameObject *frame_f44960d4216ed8d0e937c723e3b8d8d4_3;
-    NUITKA_MAY_BE_UNUSED char const *type_description_3 = NULL;
-    static struct Nuitka_FrameObject *cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3 = NULL;
-    PyObject *exception_keeper_type_6;
-    PyObject *exception_keeper_value_6;
-    PyTracebackObject *exception_keeper_tb_6;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_6;
-    PyObject *exception_keeper_type_7;
-    PyObject *exception_keeper_value_7;
-    PyTracebackObject *exception_keeper_tb_7;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_7;
-    PyObject *exception_keeper_type_8;
-    PyObject *exception_keeper_value_8;
-    PyTracebackObject *exception_keeper_tb_8;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_8;
-    PyObject *locals_models$unet3d$model$$$class__3_ResidualUNet3D_128 = NULL;
-    struct Nuitka_FrameObject *frame_438d3b3c3982ede956dae212fa0b4596_4;
-    NUITKA_MAY_BE_UNUSED char const *type_description_4 = NULL;
-    static struct Nuitka_FrameObject *cache_frame_438d3b3c3982ede956dae212fa0b4596_4 = NULL;
-    PyObject *exception_keeper_type_9;
-    PyObject *exception_keeper_value_9;
-    PyTracebackObject *exception_keeper_tb_9;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_9;
-    PyObject *exception_keeper_type_10;
-    PyObject *exception_keeper_value_10;
-    PyTracebackObject *exception_keeper_tb_10;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_10;
-    PyObject *exception_keeper_type_11;
-    PyObject *exception_keeper_value_11;
-    PyTracebackObject *exception_keeper_tb_11;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_11;
-    PyObject *locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151 = NULL;
-    struct Nuitka_FrameObject *frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5;
-    NUITKA_MAY_BE_UNUSED char const *type_description_5 = NULL;
-    static struct Nuitka_FrameObject *cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 = NULL;
-    PyObject *exception_keeper_type_12;
-    PyObject *exception_keeper_value_12;
-    PyTracebackObject *exception_keeper_tb_12;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_12;
-    PyObject *exception_keeper_type_13;
-    PyObject *exception_keeper_value_13;
-    PyTracebackObject *exception_keeper_tb_13;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_13;
-    PyObject *exception_keeper_type_14;
-    PyObject *exception_keeper_value_14;
-    PyTracebackObject *exception_keeper_tb_14;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_14;
-    PyObject *locals_models$unet3d$model$$$class__5_UNet2D_176 = NULL;
-    struct Nuitka_FrameObject *frame_c371277ecadaa6cb8a18001c7c4d4b3e_6;
-    NUITKA_MAY_BE_UNUSED char const *type_description_6 = NULL;
-    static struct Nuitka_FrameObject *cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 = NULL;
-    PyObject *exception_keeper_type_15;
-    PyObject *exception_keeper_value_15;
-    PyTracebackObject *exception_keeper_tb_15;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_15;
-    PyObject *exception_keeper_type_16;
-    PyObject *exception_keeper_value_16;
-    PyTracebackObject *exception_keeper_tb_16;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_16;
-    PyObject *exception_keeper_type_17;
-    PyObject *exception_keeper_value_17;
-    PyTracebackObject *exception_keeper_tb_17;
-    NUITKA_MAY_BE_UNUSED int exception_keeper_lineno_17;
-
-    // Module code.
-    {
-        PyObject *tmp_assign_source_1;
-        tmp_assign_source_1 = Py_None;
-        UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[48], tmp_assign_source_1);
-    }
-    {
-        PyObject *tmp_assign_source_2;
-        tmp_assign_source_2 = module_filename_obj;
-        UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[49], tmp_assign_source_2);
-    }
-    // Frame without reuse.
-    frame_538bf138f16ddd30bd4432efc7d5498a = MAKE_MODULE_FRAME(codeobj_538bf138f16ddd30bd4432efc7d5498a, module_models$unet3d$model);
-
-    // Push the new frame as the currently active one, and we should be exclusively
-    // owning it.
-    pushFrameStack(frame_538bf138f16ddd30bd4432efc7d5498a);
-    assert(Py_REFCNT(frame_538bf138f16ddd30bd4432efc7d5498a) == 2);
-
-    // Framed code:
-    {
-        PyObject *tmp_assattr_name_1;
-        PyObject *tmp_assattr_target_1;
-        tmp_assattr_name_1 = module_filename_obj;
-        tmp_assattr_target_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[50]);
-
-        if (unlikely(tmp_assattr_target_1 == NULL)) {
-            tmp_assattr_target_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[50]);
-        }
-
-        assert(!(tmp_assattr_target_1 == NULL));
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_1, mod_consts[51], tmp_assattr_name_1);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 1;
-
-            goto frame_exception_exit_1;
-        }
-    }
-    {
-        PyObject *tmp_assattr_name_2;
-        PyObject *tmp_assattr_target_2;
-        tmp_assattr_name_2 = Py_True;
-        tmp_assattr_target_2 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[50]);
-
-        if (unlikely(tmp_assattr_target_2 == NULL)) {
-            tmp_assattr_target_2 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[50]);
-        }
-
-        assert(!(tmp_assattr_target_2 == NULL));
-        tmp_result = SET_ATTRIBUTE(tmp_assattr_target_2, mod_consts[52], tmp_assattr_name_2);
-        if (tmp_result == false) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 1;
-
-            goto frame_exception_exit_1;
-        }
-    }
-    {
-        PyObject *tmp_assign_source_3;
-        tmp_assign_source_3 = Py_None;
-        UPDATE_STRING_DICT0(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[53], tmp_assign_source_3);
-    }
-    {
-        PyObject *tmp_assign_source_4;
-        PyObject *tmp_import_name_from_1;
-        PyObject *tmp_name_name_1;
-        PyObject *tmp_globals_arg_name_1;
-        PyObject *tmp_locals_arg_name_1;
-        PyObject *tmp_fromlist_name_1;
-        PyObject *tmp_level_name_1;
-        tmp_name_name_1 = mod_consts[54];
-        tmp_globals_arg_name_1 = (PyObject *)moduledict_models$unet3d$model;
-        tmp_locals_arg_name_1 = Py_None;
-        tmp_fromlist_name_1 = Py_None;
-        tmp_level_name_1 = mod_consts[15];
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 1;
-        tmp_import_name_from_1 = IMPORT_MODULE5(tmp_name_name_1, tmp_globals_arg_name_1, tmp_locals_arg_name_1, tmp_fromlist_name_1, tmp_level_name_1);
-        if (tmp_import_name_from_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 1;
-
-            goto frame_exception_exit_1;
-        }
-        if (PyModule_Check(tmp_import_name_from_1)) {
-            tmp_assign_source_4 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_1,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[13],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_4 = IMPORT_NAME(tmp_import_name_from_1, mod_consts[13]);
-        }
-
-        Py_DECREF(tmp_import_name_from_1);
-        if (tmp_assign_source_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 1;
-
-            goto frame_exception_exit_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13], tmp_assign_source_4);
-    }
-    {
-        PyObject *tmp_assign_source_5;
-        PyObject *tmp_name_name_2;
-        PyObject *tmp_globals_arg_name_2;
-        PyObject *tmp_locals_arg_name_2;
-        PyObject *tmp_fromlist_name_2;
-        PyObject *tmp_level_name_2;
-        tmp_name_name_2 = mod_consts[55];
-        tmp_globals_arg_name_2 = (PyObject *)moduledict_models$unet3d$model;
-        tmp_locals_arg_name_2 = Py_None;
-        tmp_fromlist_name_2 = mod_consts[56];
-        tmp_level_name_2 = mod_consts[15];
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 3;
-        tmp_assign_source_5 = IMPORT_MODULE5(tmp_name_name_2, tmp_globals_arg_name_2, tmp_locals_arg_name_2, tmp_fromlist_name_2, tmp_level_name_2);
-        if (tmp_assign_source_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto frame_exception_exit_1;
-        }
-        assert(tmp_import_from_1__module == NULL);
-        tmp_import_from_1__module = tmp_assign_source_5;
-    }
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_6;
-        PyObject *tmp_import_name_from_2;
-        CHECK_OBJECT(tmp_import_from_1__module);
-        tmp_import_name_from_2 = tmp_import_from_1__module;
-        if (PyModule_Check(tmp_import_name_from_2)) {
-            tmp_assign_source_6 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_2,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[34],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_6 = IMPORT_NAME(tmp_import_name_from_2, mod_consts[34]);
-        }
-
-        if (tmp_assign_source_6 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto try_except_handler_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[34], tmp_assign_source_6);
-    }
-    {
-        PyObject *tmp_assign_source_7;
-        PyObject *tmp_import_name_from_3;
-        CHECK_OBJECT(tmp_import_from_1__module);
-        tmp_import_name_from_3 = tmp_import_from_1__module;
-        if (PyModule_Check(tmp_import_name_from_3)) {
-            tmp_assign_source_7 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_3,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[41],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_7 = IMPORT_NAME(tmp_import_name_from_3, mod_consts[41]);
-        }
-
-        if (tmp_assign_source_7 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto try_except_handler_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[41], tmp_assign_source_7);
-    }
-    {
-        PyObject *tmp_assign_source_8;
-        PyObject *tmp_import_name_from_4;
-        CHECK_OBJECT(tmp_import_from_1__module);
-        tmp_import_name_from_4 = tmp_import_from_1__module;
-        if (PyModule_Check(tmp_import_name_from_4)) {
-            tmp_assign_source_8 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_4,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[43],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_8 = IMPORT_NAME(tmp_import_name_from_4, mod_consts[43]);
-        }
-
-        if (tmp_assign_source_8 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto try_except_handler_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[43], tmp_assign_source_8);
-    }
-    {
-        PyObject *tmp_assign_source_9;
-        PyObject *tmp_import_name_from_5;
-        CHECK_OBJECT(tmp_import_from_1__module);
-        tmp_import_name_from_5 = tmp_import_from_1__module;
-        if (PyModule_Check(tmp_import_name_from_5)) {
-            tmp_assign_source_9 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_5,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[11],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_9 = IMPORT_NAME(tmp_import_name_from_5, mod_consts[11]);
-        }
-
-        if (tmp_assign_source_9 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto try_except_handler_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[11], tmp_assign_source_9);
-    }
-    {
-        PyObject *tmp_assign_source_10;
-        PyObject *tmp_import_name_from_6;
-        CHECK_OBJECT(tmp_import_from_1__module);
-        tmp_import_name_from_6 = tmp_import_from_1__module;
-        if (PyModule_Check(tmp_import_name_from_6)) {
-            tmp_assign_source_10 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_6,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[8],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_10 = IMPORT_NAME(tmp_import_name_from_6, mod_consts[8]);
-        }
-
-        if (tmp_assign_source_10 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 3;
-
-            goto try_except_handler_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[8], tmp_assign_source_10);
-    }
-    goto try_end_1;
-    // Exception handler code:
-    try_except_handler_1:;
-    exception_keeper_type_1 = exception_type;
-    exception_keeper_value_1 = exception_value;
-    exception_keeper_tb_1 = exception_tb;
-    exception_keeper_lineno_1 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(tmp_import_from_1__module);
-    Py_DECREF(tmp_import_from_1__module);
-    tmp_import_from_1__module = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_1;
-    exception_value = exception_keeper_value_1;
-    exception_tb = exception_keeper_tb_1;
-    exception_lineno = exception_keeper_lineno_1;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_1:;
-    CHECK_OBJECT(tmp_import_from_1__module);
-    Py_DECREF(tmp_import_from_1__module);
-    tmp_import_from_1__module = NULL;
-    {
-        PyObject *tmp_assign_source_11;
-        PyObject *tmp_name_name_3;
-        PyObject *tmp_globals_arg_name_3;
-        PyObject *tmp_locals_arg_name_3;
-        PyObject *tmp_fromlist_name_3;
-        PyObject *tmp_level_name_3;
-        tmp_name_name_3 = mod_consts[57];
-        tmp_globals_arg_name_3 = (PyObject *)moduledict_models$unet3d$model;
-        tmp_locals_arg_name_3 = Py_None;
-        tmp_fromlist_name_3 = mod_consts[58];
-        tmp_level_name_3 = mod_consts[15];
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 5;
-        tmp_assign_source_11 = IMPORT_MODULE5(tmp_name_name_3, tmp_globals_arg_name_3, tmp_locals_arg_name_3, tmp_fromlist_name_3, tmp_level_name_3);
-        if (tmp_assign_source_11 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 5;
-
-            goto frame_exception_exit_1;
-        }
-        assert(tmp_import_from_2__module == NULL);
-        tmp_import_from_2__module = tmp_assign_source_11;
-    }
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_12;
-        PyObject *tmp_import_name_from_7;
-        CHECK_OBJECT(tmp_import_from_2__module);
-        tmp_import_name_from_7 = tmp_import_from_2__module;
-        if (PyModule_Check(tmp_import_name_from_7)) {
-            tmp_assign_source_12 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_7,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[45],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_12 = IMPORT_NAME(tmp_import_name_from_7, mod_consts[45]);
-        }
-
-        if (tmp_assign_source_12 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 5;
-
-            goto try_except_handler_2;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[45], tmp_assign_source_12);
-    }
-    {
-        PyObject *tmp_assign_source_13;
-        PyObject *tmp_import_name_from_8;
-        CHECK_OBJECT(tmp_import_from_2__module);
-        tmp_import_name_from_8 = tmp_import_from_2__module;
-        if (PyModule_Check(tmp_import_name_from_8)) {
-            tmp_assign_source_13 = IMPORT_NAME_OR_MODULE(
-                tmp_import_name_from_8,
-                (PyObject *)moduledict_models$unet3d$model,
-                mod_consts[2],
-                mod_consts[15]
-            );
-        } else {
-            tmp_assign_source_13 = IMPORT_NAME(tmp_import_name_from_8, mod_consts[2]);
-        }
-
-        if (tmp_assign_source_13 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 5;
-
-            goto try_except_handler_2;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[2], tmp_assign_source_13);
-    }
-    goto try_end_2;
-    // Exception handler code:
-    try_except_handler_2:;
-    exception_keeper_type_2 = exception_type;
-    exception_keeper_value_2 = exception_value;
-    exception_keeper_tb_2 = exception_tb;
-    exception_keeper_lineno_2 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    CHECK_OBJECT(tmp_import_from_2__module);
-    Py_DECREF(tmp_import_from_2__module);
-    tmp_import_from_2__module = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_2;
-    exception_value = exception_keeper_value_2;
-    exception_tb = exception_keeper_tb_2;
-    exception_lineno = exception_keeper_lineno_2;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_2:;
-    CHECK_OBJECT(tmp_import_from_2__module);
-    Py_DECREF(tmp_import_from_2__module);
-    tmp_import_from_2__module = NULL;
-    {
-        PyObject *tmp_assign_source_14;
-        PyObject *tmp_name_name_4;
-        PyObject *tmp_globals_arg_name_4;
-        PyObject *tmp_locals_arg_name_4;
-        PyObject *tmp_fromlist_name_4;
-        PyObject *tmp_level_name_4;
-        tmp_name_name_4 = mod_consts[59];
-        tmp_globals_arg_name_4 = (PyObject *)moduledict_models$unet3d$model;
-        tmp_locals_arg_name_4 = Py_None;
-        tmp_fromlist_name_4 = Py_None;
-        tmp_level_name_4 = mod_consts[15];
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 6;
-        tmp_assign_source_14 = IMPORT_MODULE5(tmp_name_name_4, tmp_globals_arg_name_4, tmp_locals_arg_name_4, tmp_fromlist_name_4, tmp_level_name_4);
-        if (tmp_assign_source_14 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 6;
-
-            goto frame_exception_exit_1;
-        }
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[59], tmp_assign_source_14);
-    }
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_15;
-        PyObject *tmp_tuple_element_1;
-        PyObject *tmp_expression_name_1;
-        tmp_expression_name_1 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[13]);
-
-        if (unlikely(tmp_expression_name_1 == NULL)) {
-            tmp_expression_name_1 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[13]);
-        }
-
-        if (tmp_expression_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_tuple_element_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_1, mod_consts[60]);
-        if (tmp_tuple_element_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_assign_source_15 = PyTuple_New(1);
-        PyTuple_SET_ITEM(tmp_assign_source_15, 0, tmp_tuple_element_1);
-        assert(tmp_class_creation_1__bases_orig == NULL);
-        tmp_class_creation_1__bases_orig = tmp_assign_source_15;
-    }
-    {
-        PyObject *tmp_assign_source_16;
-        PyObject *tmp_dircall_arg1_1;
-        CHECK_OBJECT(tmp_class_creation_1__bases_orig);
-        tmp_dircall_arg1_1 = tmp_class_creation_1__bases_orig;
-        Py_INCREF(tmp_dircall_arg1_1);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_1};
-            tmp_assign_source_16 = impl_models$$$function__1__mro_entries_conversion(dir_call_args);
-        }
-        if (tmp_assign_source_16 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        assert(tmp_class_creation_1__bases == NULL);
-        tmp_class_creation_1__bases = tmp_assign_source_16;
-    }
-    {
-        PyObject *tmp_assign_source_17;
-        tmp_assign_source_17 = PyDict_New();
-        assert(tmp_class_creation_1__class_decl_dict == NULL);
-        tmp_class_creation_1__class_decl_dict = tmp_assign_source_17;
-    }
-    {
-        PyObject *tmp_assign_source_18;
-        PyObject *tmp_metaclass_name_1;
-        nuitka_bool tmp_condition_result_1;
-        PyObject *tmp_key_name_1;
-        PyObject *tmp_dict_arg_name_1;
-        PyObject *tmp_dict_arg_name_2;
-        PyObject *tmp_key_name_2;
-        nuitka_bool tmp_condition_result_2;
-        int tmp_truth_name_1;
-        PyObject *tmp_type_arg_1;
-        PyObject *tmp_expression_name_2;
-        PyObject *tmp_subscript_name_1;
-        PyObject *tmp_bases_name_1;
-        tmp_key_name_1 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-        tmp_dict_arg_name_1 = tmp_class_creation_1__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_1, tmp_key_name_1);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_1 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_1 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_1;
-        } else {
-            goto condexpr_false_1;
-        }
-        condexpr_true_1:;
-        CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-        tmp_dict_arg_name_2 = tmp_class_creation_1__class_decl_dict;
-        tmp_key_name_2 = mod_consts[61];
-        tmp_metaclass_name_1 = DICT_GET_ITEM_WITH_ERROR(tmp_dict_arg_name_2, tmp_key_name_2);
-        if (tmp_metaclass_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        goto condexpr_end_1;
-        condexpr_false_1:;
-        CHECK_OBJECT(tmp_class_creation_1__bases);
-        tmp_truth_name_1 = CHECK_IF_TRUE(tmp_class_creation_1__bases);
-        if (tmp_truth_name_1 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_condition_result_2 = tmp_truth_name_1 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_2 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_2;
-        } else {
-            goto condexpr_false_2;
-        }
-        condexpr_true_2:;
-        CHECK_OBJECT(tmp_class_creation_1__bases);
-        tmp_expression_name_2 = tmp_class_creation_1__bases;
-        tmp_subscript_name_1 = mod_consts[15];
-        tmp_type_arg_1 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_2, tmp_subscript_name_1, 0);
-        if (tmp_type_arg_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_metaclass_name_1 = BUILTIN_TYPE1(tmp_type_arg_1);
-        Py_DECREF(tmp_type_arg_1);
-        if (tmp_metaclass_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        goto condexpr_end_2;
-        condexpr_false_2:;
-        tmp_metaclass_name_1 = (PyObject *)&PyType_Type;
-        Py_INCREF(tmp_metaclass_name_1);
-        condexpr_end_2:;
-        condexpr_end_1:;
-        CHECK_OBJECT(tmp_class_creation_1__bases);
-        tmp_bases_name_1 = tmp_class_creation_1__bases;
-        tmp_assign_source_18 = SELECT_METACLASS(tmp_metaclass_name_1, tmp_bases_name_1);
-        Py_DECREF(tmp_metaclass_name_1);
-        if (tmp_assign_source_18 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        assert(tmp_class_creation_1__metaclass == NULL);
-        tmp_class_creation_1__metaclass = tmp_assign_source_18;
-    }
-    {
-        nuitka_bool tmp_condition_result_3;
-        PyObject *tmp_key_name_3;
-        PyObject *tmp_dict_arg_name_3;
-        tmp_key_name_3 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-        tmp_dict_arg_name_3 = tmp_class_creation_1__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_3, tmp_key_name_3);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_3 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_3 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_1;
-        } else {
-            goto branch_no_1;
-        }
-    }
-    branch_yes_1:;
-    CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-    tmp_dictdel_dict = tmp_class_creation_1__class_decl_dict;
-    tmp_dictdel_key = mod_consts[61];
-    tmp_result = DICT_REMOVE_ITEM(tmp_dictdel_dict, tmp_dictdel_key);
-    if (tmp_result == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 9;
-
-        goto try_except_handler_3;
-    }
-    branch_no_1:;
-    {
-        nuitka_bool tmp_condition_result_4;
-        PyObject *tmp_expression_name_3;
-        CHECK_OBJECT(tmp_class_creation_1__metaclass);
-        tmp_expression_name_3 = tmp_class_creation_1__metaclass;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_3, mod_consts[62]);
-        tmp_condition_result_4 = (tmp_result) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_4 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_2;
-        } else {
-            goto branch_no_2;
-        }
-    }
-    branch_yes_2:;
-    {
-        PyObject *tmp_assign_source_19;
-        PyObject *tmp_called_name_1;
-        PyObject *tmp_expression_name_4;
-        PyObject *tmp_args_name_1;
-        PyObject *tmp_tuple_element_2;
-        PyObject *tmp_kwargs_name_1;
-        CHECK_OBJECT(tmp_class_creation_1__metaclass);
-        tmp_expression_name_4 = tmp_class_creation_1__metaclass;
-        tmp_called_name_1 = LOOKUP_ATTRIBUTE(tmp_expression_name_4, mod_consts[62]);
-        if (tmp_called_name_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_tuple_element_2 = mod_consts[0];
-        tmp_args_name_1 = PyTuple_New(2);
-        PyTuple_SET_ITEM0(tmp_args_name_1, 0, tmp_tuple_element_2);
-        CHECK_OBJECT(tmp_class_creation_1__bases);
-        tmp_tuple_element_2 = tmp_class_creation_1__bases;
-        PyTuple_SET_ITEM0(tmp_args_name_1, 1, tmp_tuple_element_2);
-        CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-        tmp_kwargs_name_1 = tmp_class_creation_1__class_decl_dict;
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 9;
-        tmp_assign_source_19 = CALL_FUNCTION(tmp_called_name_1, tmp_args_name_1, tmp_kwargs_name_1);
-        Py_DECREF(tmp_called_name_1);
-        Py_DECREF(tmp_args_name_1);
-        if (tmp_assign_source_19 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        assert(tmp_class_creation_1__prepared == NULL);
-        tmp_class_creation_1__prepared = tmp_assign_source_19;
-    }
-    {
-        nuitka_bool tmp_condition_result_5;
-        PyObject *tmp_operand_name_1;
-        PyObject *tmp_expression_name_5;
-        CHECK_OBJECT(tmp_class_creation_1__prepared);
-        tmp_expression_name_5 = tmp_class_creation_1__prepared;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_5, mod_consts[63]);
-        tmp_operand_name_1 = (tmp_result) ? Py_True : Py_False;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_1);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_condition_result_5 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_5 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_3;
-        } else {
-            goto branch_no_3;
-        }
-    }
-    branch_yes_3:;
-    {
-        PyObject *tmp_raise_type_1;
-        PyObject *tmp_raise_value_1;
-        PyObject *tmp_left_name_1;
-        PyObject *tmp_right_name_1;
-        PyObject *tmp_tuple_element_3;
-        PyObject *tmp_getattr_target_1;
-        PyObject *tmp_getattr_attr_1;
-        PyObject *tmp_getattr_default_1;
-        tmp_raise_type_1 = PyExc_TypeError;
-        tmp_left_name_1 = mod_consts[64];
-        CHECK_OBJECT(tmp_class_creation_1__metaclass);
-        tmp_getattr_target_1 = tmp_class_creation_1__metaclass;
-        tmp_getattr_attr_1 = mod_consts[65];
-        tmp_getattr_default_1 = mod_consts[66];
-        tmp_tuple_element_3 = BUILTIN_GETATTR(tmp_getattr_target_1, tmp_getattr_attr_1, tmp_getattr_default_1);
-        if (tmp_tuple_element_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        tmp_right_name_1 = PyTuple_New(2);
-        {
-            PyObject *tmp_expression_name_6;
-            PyObject *tmp_type_arg_2;
-            PyTuple_SET_ITEM(tmp_right_name_1, 0, tmp_tuple_element_3);
-            CHECK_OBJECT(tmp_class_creation_1__prepared);
-            tmp_type_arg_2 = tmp_class_creation_1__prepared;
-            tmp_expression_name_6 = BUILTIN_TYPE1(tmp_type_arg_2);
-            assert(!(tmp_expression_name_6 == NULL));
-            tmp_tuple_element_3 = LOOKUP_ATTRIBUTE(tmp_expression_name_6, mod_consts[65]);
-            Py_DECREF(tmp_expression_name_6);
-            if (tmp_tuple_element_3 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 9;
-
-                goto tuple_build_exception_1;
-            }
-            PyTuple_SET_ITEM(tmp_right_name_1, 1, tmp_tuple_element_3);
-        }
-        goto tuple_build_noexception_1;
-        // Exception handling pass through code for tuple_build:
-        tuple_build_exception_1:;
-        Py_DECREF(tmp_right_name_1);
-        goto try_except_handler_3;
-        // Finished with no exception for tuple_build:
-        tuple_build_noexception_1:;
-        tmp_raise_value_1 = BINARY_OPERATION_MOD_OBJECT_UNICODE_TUPLE(tmp_left_name_1, tmp_right_name_1);
-        Py_DECREF(tmp_right_name_1);
-        if (tmp_raise_value_1 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_3;
-        }
-        exception_type = tmp_raise_type_1;
-        Py_INCREF(tmp_raise_type_1);
-        exception_value = tmp_raise_value_1;
-        exception_lineno = 9;
-        RAISE_EXCEPTION_IMPLICIT(&exception_type, &exception_value, &exception_tb);
-
-        goto try_except_handler_3;
-    }
-    branch_no_3:;
-    goto branch_end_2;
-    branch_no_2:;
-    {
-        PyObject *tmp_assign_source_20;
-        tmp_assign_source_20 = PyDict_New();
-        assert(tmp_class_creation_1__prepared == NULL);
-        tmp_class_creation_1__prepared = tmp_assign_source_20;
-    }
-    branch_end_2:;
-    {
-        PyObject *tmp_assign_source_21;
-        {
-            PyObject *tmp_set_locals_1;
-            CHECK_OBJECT(tmp_class_creation_1__prepared);
-            tmp_set_locals_1 = tmp_class_creation_1__prepared;
-            locals_models$unet3d$model$$$class__1_AbstractUNet_9 = tmp_set_locals_1;
-            Py_INCREF(tmp_set_locals_1);
-        }
-        // Tried code:
-        // Tried code:
-        tmp_dictset_value = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[65]);
-
-        if (unlikely(tmp_dictset_value == NULL)) {
-            tmp_dictset_value = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[65]);
-        }
-
-        assert(!(tmp_dictset_value == NULL));
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[67], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_5;
-        }
-        tmp_dictset_value = mod_consts[68];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[48], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_5;
-        }
-        tmp_dictset_value = mod_consts[0];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[69], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_5;
-        }
-        if (isFrameUnusable(cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2)) {
-            Py_XDECREF(cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-
-#if _DEBUG_REFCOUNTS
-            if (cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 == NULL) {
-                count_active_frame_cache_instances += 1;
-            } else {
-                count_released_frame_cache_instances += 1;
-            }
-            count_allocated_frame_cache_instances += 1;
-#endif
-            cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 = MAKE_FUNCTION_FRAME(codeobj_b5da0c44f22792dfa8a94b4b1fe8119b, module_models$unet3d$model, sizeof(void *));
-#if _DEBUG_REFCOUNTS
-        } else {
-            count_hit_frame_cache_instances += 1;
-#endif
-        }
-        assert(cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2->m_type_description == NULL);
-        frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 = cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2;
-
-        // Push the new frame as the currently active one.
-        pushFrameStack(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-
-        // Mark the frame object as in use, ref count 1 will be up for reuse.
-        assert(Py_REFCNT(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2) == 2); // Frame stack
-
-        // Framed code:
-        {
-            PyObject *tmp_defaults_1;
-            tmp_defaults_1 = mod_consts[70];
-            Py_INCREF(tmp_defaults_1);
-
-
-            tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__1___init__(tmp_defaults_1);
-
-            tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[1], tmp_dictset_value);
-            Py_DECREF(tmp_dictset_value);
-            if (tmp_res != 0) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 39;
-                type_description_2 = "o";
-                goto frame_exception_exit_2;
-            }
-        }
-
-
-        tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__2_forward();
-
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[72], tmp_dictset_value);
-        Py_DECREF(tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 76;
-            type_description_2 = "o";
-            goto frame_exception_exit_2;
-        }
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-#endif
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        goto frame_no_exception_1;
-
-        frame_exception_exit_2:;
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-#endif
-
-        if (exception_tb == NULL) {
-            exception_tb = MAKE_TRACEBACK(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2, exception_lineno);
-        } else if (exception_tb->tb_frame != &frame_b5da0c44f22792dfa8a94b4b1fe8119b_2->m_frame) {
-            exception_tb = ADD_TRACEBACK(exception_tb, frame_b5da0c44f22792dfa8a94b4b1fe8119b_2, exception_lineno);
-        }
-
-        // Attaches locals to frame if any.
-        Nuitka_Frame_AttachLocals(
-            frame_b5da0c44f22792dfa8a94b4b1fe8119b_2,
-            type_description_2,
-            outline_0_var___class__
-        );
-
-
-        // Release cached frame if used for exception.
-        if (frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 == cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2) {
-#if _DEBUG_REFCOUNTS
-            count_active_frame_cache_instances -= 1;
-            count_released_frame_cache_instances += 1;
-#endif
-
-            Py_DECREF(cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-            cache_frame_b5da0c44f22792dfa8a94b4b1fe8119b_2 = NULL;
-        }
-
-        assertFrameObject(frame_b5da0c44f22792dfa8a94b4b1fe8119b_2);
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        // Return the error.
-        goto nested_frame_exit_1;
-
-        frame_no_exception_1:;
-        goto skip_nested_handling_1;
-        nested_frame_exit_1:;
-
-        goto try_except_handler_5;
-        skip_nested_handling_1:;
-        {
-            nuitka_bool tmp_condition_result_6;
-            PyObject *tmp_compexpr_left_1;
-            PyObject *tmp_compexpr_right_1;
-            CHECK_OBJECT(tmp_class_creation_1__bases);
-            tmp_compexpr_left_1 = tmp_class_creation_1__bases;
-            CHECK_OBJECT(tmp_class_creation_1__bases_orig);
-            tmp_compexpr_right_1 = tmp_class_creation_1__bases_orig;
-            tmp_condition_result_6 = RICH_COMPARE_NE_NBOOL_OBJECT_TUPLE(tmp_compexpr_left_1, tmp_compexpr_right_1);
-            if (tmp_condition_result_6 == NUITKA_BOOL_EXCEPTION) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 9;
-
-                goto try_except_handler_5;
-            }
-            if (tmp_condition_result_6 == NUITKA_BOOL_TRUE) {
-                goto branch_yes_4;
-            } else {
-                goto branch_no_4;
-            }
-            assert(tmp_condition_result_6 != NUITKA_BOOL_UNASSIGNED);
-        }
-        branch_yes_4:;
-        CHECK_OBJECT(tmp_class_creation_1__bases_orig);
-        tmp_dictset_value = tmp_class_creation_1__bases_orig;
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__1_AbstractUNet_9, mod_consts[74], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 9;
-
-            goto try_except_handler_5;
-        }
-        branch_no_4:;
-        {
-            PyObject *tmp_assign_source_22;
-            PyObject *tmp_called_name_2;
-            PyObject *tmp_args_name_2;
-            PyObject *tmp_tuple_element_4;
-            PyObject *tmp_kwargs_name_2;
-            CHECK_OBJECT(tmp_class_creation_1__metaclass);
-            tmp_called_name_2 = tmp_class_creation_1__metaclass;
-            tmp_tuple_element_4 = mod_consts[0];
-            tmp_args_name_2 = PyTuple_New(3);
-            PyTuple_SET_ITEM0(tmp_args_name_2, 0, tmp_tuple_element_4);
-            CHECK_OBJECT(tmp_class_creation_1__bases);
-            tmp_tuple_element_4 = tmp_class_creation_1__bases;
-            PyTuple_SET_ITEM0(tmp_args_name_2, 1, tmp_tuple_element_4);
-            tmp_tuple_element_4 = locals_models$unet3d$model$$$class__1_AbstractUNet_9;
-            PyTuple_SET_ITEM0(tmp_args_name_2, 2, tmp_tuple_element_4);
-            CHECK_OBJECT(tmp_class_creation_1__class_decl_dict);
-            tmp_kwargs_name_2 = tmp_class_creation_1__class_decl_dict;
-            frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 9;
-            tmp_assign_source_22 = CALL_FUNCTION(tmp_called_name_2, tmp_args_name_2, tmp_kwargs_name_2);
-            Py_DECREF(tmp_args_name_2);
-            if (tmp_assign_source_22 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 9;
-
-                goto try_except_handler_5;
-            }
-            assert(outline_0_var___class__ == NULL);
-            outline_0_var___class__ = tmp_assign_source_22;
-        }
-        CHECK_OBJECT(outline_0_var___class__);
-        tmp_assign_source_21 = outline_0_var___class__;
-        Py_INCREF(tmp_assign_source_21);
-        goto try_return_handler_5;
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_5:;
-        Py_DECREF(locals_models$unet3d$model$$$class__1_AbstractUNet_9);
-        locals_models$unet3d$model$$$class__1_AbstractUNet_9 = NULL;
-        goto try_return_handler_4;
-        // Exception handler code:
-        try_except_handler_5:;
-        exception_keeper_type_3 = exception_type;
-        exception_keeper_value_3 = exception_value;
-        exception_keeper_tb_3 = exception_tb;
-        exception_keeper_lineno_3 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        Py_DECREF(locals_models$unet3d$model$$$class__1_AbstractUNet_9);
-        locals_models$unet3d$model$$$class__1_AbstractUNet_9 = NULL;
-        // Re-raise.
-        exception_type = exception_keeper_type_3;
-        exception_value = exception_keeper_value_3;
-        exception_tb = exception_keeper_tb_3;
-        exception_lineno = exception_keeper_lineno_3;
-
-        goto try_except_handler_4;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_4:;
-        CHECK_OBJECT(outline_0_var___class__);
-        Py_DECREF(outline_0_var___class__);
-        outline_0_var___class__ = NULL;
-        goto outline_result_1;
-        // Exception handler code:
-        try_except_handler_4:;
-        exception_keeper_type_4 = exception_type;
-        exception_keeper_value_4 = exception_value;
-        exception_keeper_tb_4 = exception_tb;
-        exception_keeper_lineno_4 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        // Re-raise.
-        exception_type = exception_keeper_type_4;
-        exception_value = exception_keeper_value_4;
-        exception_tb = exception_keeper_tb_4;
-        exception_lineno = exception_keeper_lineno_4;
-
-        goto outline_exception_1;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-        return NULL;
-        outline_exception_1:;
-        exception_lineno = 9;
-        goto try_except_handler_3;
-        outline_result_1:;
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0], tmp_assign_source_21);
-    }
-    goto try_end_3;
-    // Exception handler code:
-    try_except_handler_3:;
-    exception_keeper_type_5 = exception_type;
-    exception_keeper_value_5 = exception_value;
-    exception_keeper_tb_5 = exception_tb;
-    exception_keeper_lineno_5 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_class_creation_1__bases_orig);
-    tmp_class_creation_1__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_1__bases);
-    tmp_class_creation_1__bases = NULL;
-    Py_XDECREF(tmp_class_creation_1__class_decl_dict);
-    tmp_class_creation_1__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_1__metaclass);
-    tmp_class_creation_1__metaclass = NULL;
-    Py_XDECREF(tmp_class_creation_1__prepared);
-    tmp_class_creation_1__prepared = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_5;
-    exception_value = exception_keeper_value_5;
-    exception_tb = exception_keeper_tb_5;
-    exception_lineno = exception_keeper_lineno_5;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_3:;
-    CHECK_OBJECT(tmp_class_creation_1__bases_orig);
-    Py_DECREF(tmp_class_creation_1__bases_orig);
-    tmp_class_creation_1__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_1__bases);
-    tmp_class_creation_1__bases = NULL;
-    Py_XDECREF(tmp_class_creation_1__class_decl_dict);
-    tmp_class_creation_1__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_1__metaclass);
-    tmp_class_creation_1__metaclass = NULL;
-    CHECK_OBJECT(tmp_class_creation_1__prepared);
-    Py_DECREF(tmp_class_creation_1__prepared);
-    tmp_class_creation_1__prepared = NULL;
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_23;
-        PyObject *tmp_tuple_element_5;
-        tmp_tuple_element_5 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0]);
-
-        if (unlikely(tmp_tuple_element_5 == NULL)) {
-            tmp_tuple_element_5 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[0]);
-        }
-
-        if (tmp_tuple_element_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_assign_source_23 = PyTuple_New(1);
-        PyTuple_SET_ITEM0(tmp_assign_source_23, 0, tmp_tuple_element_5);
-        assert(tmp_class_creation_2__bases_orig == NULL);
-        tmp_class_creation_2__bases_orig = tmp_assign_source_23;
-    }
-    {
-        PyObject *tmp_assign_source_24;
-        PyObject *tmp_dircall_arg1_2;
-        CHECK_OBJECT(tmp_class_creation_2__bases_orig);
-        tmp_dircall_arg1_2 = tmp_class_creation_2__bases_orig;
-        Py_INCREF(tmp_dircall_arg1_2);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_2};
-            tmp_assign_source_24 = impl_models$$$function__1__mro_entries_conversion(dir_call_args);
-        }
-        if (tmp_assign_source_24 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        assert(tmp_class_creation_2__bases == NULL);
-        tmp_class_creation_2__bases = tmp_assign_source_24;
-    }
-    {
-        PyObject *tmp_assign_source_25;
-        tmp_assign_source_25 = PyDict_New();
-        assert(tmp_class_creation_2__class_decl_dict == NULL);
-        tmp_class_creation_2__class_decl_dict = tmp_assign_source_25;
-    }
-    {
-        PyObject *tmp_assign_source_26;
-        PyObject *tmp_metaclass_name_2;
-        nuitka_bool tmp_condition_result_7;
-        PyObject *tmp_key_name_4;
-        PyObject *tmp_dict_arg_name_4;
-        PyObject *tmp_dict_arg_name_5;
-        PyObject *tmp_key_name_5;
-        nuitka_bool tmp_condition_result_8;
-        int tmp_truth_name_2;
-        PyObject *tmp_type_arg_3;
-        PyObject *tmp_expression_name_7;
-        PyObject *tmp_subscript_name_2;
-        PyObject *tmp_bases_name_2;
-        tmp_key_name_4 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-        tmp_dict_arg_name_4 = tmp_class_creation_2__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_4, tmp_key_name_4);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_7 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_7 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_3;
-        } else {
-            goto condexpr_false_3;
-        }
-        condexpr_true_3:;
-        CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-        tmp_dict_arg_name_5 = tmp_class_creation_2__class_decl_dict;
-        tmp_key_name_5 = mod_consts[61];
-        tmp_metaclass_name_2 = DICT_GET_ITEM_WITH_ERROR(tmp_dict_arg_name_5, tmp_key_name_5);
-        if (tmp_metaclass_name_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        goto condexpr_end_3;
-        condexpr_false_3:;
-        CHECK_OBJECT(tmp_class_creation_2__bases);
-        tmp_truth_name_2 = CHECK_IF_TRUE(tmp_class_creation_2__bases);
-        if (tmp_truth_name_2 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_condition_result_8 = tmp_truth_name_2 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_8 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_4;
-        } else {
-            goto condexpr_false_4;
-        }
-        condexpr_true_4:;
-        CHECK_OBJECT(tmp_class_creation_2__bases);
-        tmp_expression_name_7 = tmp_class_creation_2__bases;
-        tmp_subscript_name_2 = mod_consts[15];
-        tmp_type_arg_3 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_7, tmp_subscript_name_2, 0);
-        if (tmp_type_arg_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_metaclass_name_2 = BUILTIN_TYPE1(tmp_type_arg_3);
-        Py_DECREF(tmp_type_arg_3);
-        if (tmp_metaclass_name_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        goto condexpr_end_4;
-        condexpr_false_4:;
-        tmp_metaclass_name_2 = (PyObject *)&PyType_Type;
-        Py_INCREF(tmp_metaclass_name_2);
-        condexpr_end_4:;
-        condexpr_end_3:;
-        CHECK_OBJECT(tmp_class_creation_2__bases);
-        tmp_bases_name_2 = tmp_class_creation_2__bases;
-        tmp_assign_source_26 = SELECT_METACLASS(tmp_metaclass_name_2, tmp_bases_name_2);
-        Py_DECREF(tmp_metaclass_name_2);
-        if (tmp_assign_source_26 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        assert(tmp_class_creation_2__metaclass == NULL);
-        tmp_class_creation_2__metaclass = tmp_assign_source_26;
-    }
-    {
-        nuitka_bool tmp_condition_result_9;
-        PyObject *tmp_key_name_6;
-        PyObject *tmp_dict_arg_name_6;
-        tmp_key_name_6 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-        tmp_dict_arg_name_6 = tmp_class_creation_2__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_6, tmp_key_name_6);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_9 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_9 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_5;
-        } else {
-            goto branch_no_5;
-        }
-    }
-    branch_yes_5:;
-    CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-    tmp_dictdel_dict = tmp_class_creation_2__class_decl_dict;
-    tmp_dictdel_key = mod_consts[61];
-    tmp_result = DICT_REMOVE_ITEM(tmp_dictdel_dict, tmp_dictdel_key);
-    if (tmp_result == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 104;
-
-        goto try_except_handler_6;
-    }
-    branch_no_5:;
-    {
-        nuitka_bool tmp_condition_result_10;
-        PyObject *tmp_expression_name_8;
-        CHECK_OBJECT(tmp_class_creation_2__metaclass);
-        tmp_expression_name_8 = tmp_class_creation_2__metaclass;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_8, mod_consts[62]);
-        tmp_condition_result_10 = (tmp_result) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_10 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_6;
-        } else {
-            goto branch_no_6;
-        }
-    }
-    branch_yes_6:;
-    {
-        PyObject *tmp_assign_source_27;
-        PyObject *tmp_called_name_3;
-        PyObject *tmp_expression_name_9;
-        PyObject *tmp_args_name_3;
-        PyObject *tmp_tuple_element_6;
-        PyObject *tmp_kwargs_name_3;
-        CHECK_OBJECT(tmp_class_creation_2__metaclass);
-        tmp_expression_name_9 = tmp_class_creation_2__metaclass;
-        tmp_called_name_3 = LOOKUP_ATTRIBUTE(tmp_expression_name_9, mod_consts[62]);
-        if (tmp_called_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_tuple_element_6 = mod_consts[29];
-        tmp_args_name_3 = PyTuple_New(2);
-        PyTuple_SET_ITEM0(tmp_args_name_3, 0, tmp_tuple_element_6);
-        CHECK_OBJECT(tmp_class_creation_2__bases);
-        tmp_tuple_element_6 = tmp_class_creation_2__bases;
-        PyTuple_SET_ITEM0(tmp_args_name_3, 1, tmp_tuple_element_6);
-        CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-        tmp_kwargs_name_3 = tmp_class_creation_2__class_decl_dict;
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 104;
-        tmp_assign_source_27 = CALL_FUNCTION(tmp_called_name_3, tmp_args_name_3, tmp_kwargs_name_3);
-        Py_DECREF(tmp_called_name_3);
-        Py_DECREF(tmp_args_name_3);
-        if (tmp_assign_source_27 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        assert(tmp_class_creation_2__prepared == NULL);
-        tmp_class_creation_2__prepared = tmp_assign_source_27;
-    }
-    {
-        nuitka_bool tmp_condition_result_11;
-        PyObject *tmp_operand_name_2;
-        PyObject *tmp_expression_name_10;
-        CHECK_OBJECT(tmp_class_creation_2__prepared);
-        tmp_expression_name_10 = tmp_class_creation_2__prepared;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_10, mod_consts[63]);
-        tmp_operand_name_2 = (tmp_result) ? Py_True : Py_False;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_2);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_condition_result_11 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_11 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_7;
-        } else {
-            goto branch_no_7;
-        }
-    }
-    branch_yes_7:;
-    {
-        PyObject *tmp_raise_type_2;
-        PyObject *tmp_raise_value_2;
-        PyObject *tmp_left_name_2;
-        PyObject *tmp_right_name_2;
-        PyObject *tmp_tuple_element_7;
-        PyObject *tmp_getattr_target_2;
-        PyObject *tmp_getattr_attr_2;
-        PyObject *tmp_getattr_default_2;
-        tmp_raise_type_2 = PyExc_TypeError;
-        tmp_left_name_2 = mod_consts[64];
-        CHECK_OBJECT(tmp_class_creation_2__metaclass);
-        tmp_getattr_target_2 = tmp_class_creation_2__metaclass;
-        tmp_getattr_attr_2 = mod_consts[65];
-        tmp_getattr_default_2 = mod_consts[66];
-        tmp_tuple_element_7 = BUILTIN_GETATTR(tmp_getattr_target_2, tmp_getattr_attr_2, tmp_getattr_default_2);
-        if (tmp_tuple_element_7 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        tmp_right_name_2 = PyTuple_New(2);
-        {
-            PyObject *tmp_expression_name_11;
-            PyObject *tmp_type_arg_4;
-            PyTuple_SET_ITEM(tmp_right_name_2, 0, tmp_tuple_element_7);
-            CHECK_OBJECT(tmp_class_creation_2__prepared);
-            tmp_type_arg_4 = tmp_class_creation_2__prepared;
-            tmp_expression_name_11 = BUILTIN_TYPE1(tmp_type_arg_4);
-            assert(!(tmp_expression_name_11 == NULL));
-            tmp_tuple_element_7 = LOOKUP_ATTRIBUTE(tmp_expression_name_11, mod_consts[65]);
-            Py_DECREF(tmp_expression_name_11);
-            if (tmp_tuple_element_7 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 104;
-
-                goto tuple_build_exception_2;
-            }
-            PyTuple_SET_ITEM(tmp_right_name_2, 1, tmp_tuple_element_7);
-        }
-        goto tuple_build_noexception_2;
-        // Exception handling pass through code for tuple_build:
-        tuple_build_exception_2:;
-        Py_DECREF(tmp_right_name_2);
-        goto try_except_handler_6;
-        // Finished with no exception for tuple_build:
-        tuple_build_noexception_2:;
-        tmp_raise_value_2 = BINARY_OPERATION_MOD_OBJECT_UNICODE_TUPLE(tmp_left_name_2, tmp_right_name_2);
-        Py_DECREF(tmp_right_name_2);
-        if (tmp_raise_value_2 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_6;
-        }
-        exception_type = tmp_raise_type_2;
-        Py_INCREF(tmp_raise_type_2);
-        exception_value = tmp_raise_value_2;
-        exception_lineno = 104;
-        RAISE_EXCEPTION_IMPLICIT(&exception_type, &exception_value, &exception_tb);
-
-        goto try_except_handler_6;
-    }
-    branch_no_7:;
-    goto branch_end_6;
-    branch_no_6:;
-    {
-        PyObject *tmp_assign_source_28;
-        tmp_assign_source_28 = PyDict_New();
-        assert(tmp_class_creation_2__prepared == NULL);
-        tmp_class_creation_2__prepared = tmp_assign_source_28;
-    }
-    branch_end_6:;
-    {
-        PyObject *tmp_assign_source_29;
-        {
-            PyObject *tmp_set_locals_2;
-            CHECK_OBJECT(tmp_class_creation_2__prepared);
-            tmp_set_locals_2 = tmp_class_creation_2__prepared;
-            locals_models$unet3d$model$$$class__2_UNet3D_104 = tmp_set_locals_2;
-            Py_INCREF(tmp_set_locals_2);
-        }
-        // Tried code:
-        // Tried code:
-        tmp_dictset_value = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[65]);
-
-        if (unlikely(tmp_dictset_value == NULL)) {
-            tmp_dictset_value = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[65]);
-        }
-
-        assert(!(tmp_dictset_value == NULL));
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__2_UNet3D_104, mod_consts[67], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_8;
-        }
-        tmp_dictset_value = mod_consts[75];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__2_UNet3D_104, mod_consts[48], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_8;
-        }
-        tmp_dictset_value = mod_consts[29];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__2_UNet3D_104, mod_consts[69], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_8;
-        }
-        if (isFrameUnusable(cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3)) {
-            Py_XDECREF(cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-
-#if _DEBUG_REFCOUNTS
-            if (cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3 == NULL) {
-                count_active_frame_cache_instances += 1;
-            } else {
-                count_released_frame_cache_instances += 1;
-            }
-            count_allocated_frame_cache_instances += 1;
-#endif
-            cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3 = MAKE_FUNCTION_FRAME(codeobj_f44960d4216ed8d0e937c723e3b8d8d4, module_models$unet3d$model, sizeof(void *));
-#if _DEBUG_REFCOUNTS
-        } else {
-            count_hit_frame_cache_instances += 1;
-#endif
-        }
-        assert(cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3->m_type_description == NULL);
-        frame_f44960d4216ed8d0e937c723e3b8d8d4_3 = cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3;
-
-        // Push the new frame as the currently active one.
-        pushFrameStack(frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-
-        // Mark the frame object as in use, ref count 1 will be up for reuse.
-        assert(Py_REFCNT(frame_f44960d4216ed8d0e937c723e3b8d8d4_3) == 2); // Frame stack
-
-        // Framed code:
-        {
-            PyObject *tmp_defaults_2;
-            tmp_defaults_2 = mod_consts[76];
-            Py_INCREF(tmp_defaults_2);
-
-
-            tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__3___init__(tmp_defaults_2);
-
-            tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__2_UNet3D_104, mod_consts[1], tmp_dictset_value);
-            Py_DECREF(tmp_dictset_value);
-            if (tmp_res != 0) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 113;
-                type_description_2 = "o";
-                goto frame_exception_exit_3;
-            }
-        }
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-#endif
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        goto frame_no_exception_2;
-
-        frame_exception_exit_3:;
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-#endif
-
-        if (exception_tb == NULL) {
-            exception_tb = MAKE_TRACEBACK(frame_f44960d4216ed8d0e937c723e3b8d8d4_3, exception_lineno);
-        } else if (exception_tb->tb_frame != &frame_f44960d4216ed8d0e937c723e3b8d8d4_3->m_frame) {
-            exception_tb = ADD_TRACEBACK(exception_tb, frame_f44960d4216ed8d0e937c723e3b8d8d4_3, exception_lineno);
-        }
-
-        // Attaches locals to frame if any.
-        Nuitka_Frame_AttachLocals(
-            frame_f44960d4216ed8d0e937c723e3b8d8d4_3,
-            type_description_2,
-            outline_1_var___class__
-        );
-
-
-        // Release cached frame if used for exception.
-        if (frame_f44960d4216ed8d0e937c723e3b8d8d4_3 == cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3) {
-#if _DEBUG_REFCOUNTS
-            count_active_frame_cache_instances -= 1;
-            count_released_frame_cache_instances += 1;
-#endif
-
-            Py_DECREF(cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-            cache_frame_f44960d4216ed8d0e937c723e3b8d8d4_3 = NULL;
-        }
-
-        assertFrameObject(frame_f44960d4216ed8d0e937c723e3b8d8d4_3);
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        // Return the error.
-        goto nested_frame_exit_2;
-
-        frame_no_exception_2:;
-        goto skip_nested_handling_2;
-        nested_frame_exit_2:;
-
-        goto try_except_handler_8;
-        skip_nested_handling_2:;
-        {
-            nuitka_bool tmp_condition_result_12;
-            PyObject *tmp_compexpr_left_2;
-            PyObject *tmp_compexpr_right_2;
-            CHECK_OBJECT(tmp_class_creation_2__bases);
-            tmp_compexpr_left_2 = tmp_class_creation_2__bases;
-            CHECK_OBJECT(tmp_class_creation_2__bases_orig);
-            tmp_compexpr_right_2 = tmp_class_creation_2__bases_orig;
-            tmp_condition_result_12 = RICH_COMPARE_NE_NBOOL_OBJECT_TUPLE(tmp_compexpr_left_2, tmp_compexpr_right_2);
-            if (tmp_condition_result_12 == NUITKA_BOOL_EXCEPTION) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 104;
-
-                goto try_except_handler_8;
-            }
-            if (tmp_condition_result_12 == NUITKA_BOOL_TRUE) {
-                goto branch_yes_8;
-            } else {
-                goto branch_no_8;
-            }
-            assert(tmp_condition_result_12 != NUITKA_BOOL_UNASSIGNED);
-        }
-        branch_yes_8:;
-        CHECK_OBJECT(tmp_class_creation_2__bases_orig);
-        tmp_dictset_value = tmp_class_creation_2__bases_orig;
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__2_UNet3D_104, mod_consts[74], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 104;
-
-            goto try_except_handler_8;
-        }
-        branch_no_8:;
-        {
-            PyObject *tmp_assign_source_30;
-            PyObject *tmp_called_name_4;
-            PyObject *tmp_args_name_4;
-            PyObject *tmp_tuple_element_8;
-            PyObject *tmp_kwargs_name_4;
-            CHECK_OBJECT(tmp_class_creation_2__metaclass);
-            tmp_called_name_4 = tmp_class_creation_2__metaclass;
-            tmp_tuple_element_8 = mod_consts[29];
-            tmp_args_name_4 = PyTuple_New(3);
-            PyTuple_SET_ITEM0(tmp_args_name_4, 0, tmp_tuple_element_8);
-            CHECK_OBJECT(tmp_class_creation_2__bases);
-            tmp_tuple_element_8 = tmp_class_creation_2__bases;
-            PyTuple_SET_ITEM0(tmp_args_name_4, 1, tmp_tuple_element_8);
-            tmp_tuple_element_8 = locals_models$unet3d$model$$$class__2_UNet3D_104;
-            PyTuple_SET_ITEM0(tmp_args_name_4, 2, tmp_tuple_element_8);
-            CHECK_OBJECT(tmp_class_creation_2__class_decl_dict);
-            tmp_kwargs_name_4 = tmp_class_creation_2__class_decl_dict;
-            frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 104;
-            tmp_assign_source_30 = CALL_FUNCTION(tmp_called_name_4, tmp_args_name_4, tmp_kwargs_name_4);
-            Py_DECREF(tmp_args_name_4);
-            if (tmp_assign_source_30 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 104;
-
-                goto try_except_handler_8;
-            }
-            assert(outline_1_var___class__ == NULL);
-            outline_1_var___class__ = tmp_assign_source_30;
-        }
-        CHECK_OBJECT(outline_1_var___class__);
-        tmp_assign_source_29 = outline_1_var___class__;
-        Py_INCREF(tmp_assign_source_29);
-        goto try_return_handler_8;
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_8:;
-        Py_DECREF(locals_models$unet3d$model$$$class__2_UNet3D_104);
-        locals_models$unet3d$model$$$class__2_UNet3D_104 = NULL;
-        goto try_return_handler_7;
-        // Exception handler code:
-        try_except_handler_8:;
-        exception_keeper_type_6 = exception_type;
-        exception_keeper_value_6 = exception_value;
-        exception_keeper_tb_6 = exception_tb;
-        exception_keeper_lineno_6 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        Py_DECREF(locals_models$unet3d$model$$$class__2_UNet3D_104);
-        locals_models$unet3d$model$$$class__2_UNet3D_104 = NULL;
-        // Re-raise.
-        exception_type = exception_keeper_type_6;
-        exception_value = exception_keeper_value_6;
-        exception_tb = exception_keeper_tb_6;
-        exception_lineno = exception_keeper_lineno_6;
-
-        goto try_except_handler_7;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_7:;
-        CHECK_OBJECT(outline_1_var___class__);
-        Py_DECREF(outline_1_var___class__);
-        outline_1_var___class__ = NULL;
-        goto outline_result_2;
-        // Exception handler code:
-        try_except_handler_7:;
-        exception_keeper_type_7 = exception_type;
-        exception_keeper_value_7 = exception_value;
-        exception_keeper_tb_7 = exception_tb;
-        exception_keeper_lineno_7 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        // Re-raise.
-        exception_type = exception_keeper_type_7;
-        exception_value = exception_keeper_value_7;
-        exception_tb = exception_keeper_tb_7;
-        exception_lineno = exception_keeper_lineno_7;
-
-        goto outline_exception_2;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-        return NULL;
-        outline_exception_2:;
-        exception_lineno = 104;
-        goto try_except_handler_6;
-        outline_result_2:;
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[29], tmp_assign_source_29);
-    }
-    goto try_end_4;
-    // Exception handler code:
-    try_except_handler_6:;
-    exception_keeper_type_8 = exception_type;
-    exception_keeper_value_8 = exception_value;
-    exception_keeper_tb_8 = exception_tb;
-    exception_keeper_lineno_8 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_class_creation_2__bases_orig);
-    tmp_class_creation_2__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_2__bases);
-    tmp_class_creation_2__bases = NULL;
-    Py_XDECREF(tmp_class_creation_2__class_decl_dict);
-    tmp_class_creation_2__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_2__metaclass);
-    tmp_class_creation_2__metaclass = NULL;
-    Py_XDECREF(tmp_class_creation_2__prepared);
-    tmp_class_creation_2__prepared = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_8;
-    exception_value = exception_keeper_value_8;
-    exception_tb = exception_keeper_tb_8;
-    exception_lineno = exception_keeper_lineno_8;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_4:;
-    CHECK_OBJECT(tmp_class_creation_2__bases_orig);
-    Py_DECREF(tmp_class_creation_2__bases_orig);
-    tmp_class_creation_2__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_2__bases);
-    tmp_class_creation_2__bases = NULL;
-    Py_XDECREF(tmp_class_creation_2__class_decl_dict);
-    tmp_class_creation_2__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_2__metaclass);
-    tmp_class_creation_2__metaclass = NULL;
-    CHECK_OBJECT(tmp_class_creation_2__prepared);
-    Py_DECREF(tmp_class_creation_2__prepared);
-    tmp_class_creation_2__prepared = NULL;
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_31;
-        PyObject *tmp_tuple_element_9;
-        tmp_tuple_element_9 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0]);
-
-        if (unlikely(tmp_tuple_element_9 == NULL)) {
-            tmp_tuple_element_9 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[0]);
-        }
-
-        if (tmp_tuple_element_9 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_assign_source_31 = PyTuple_New(1);
-        PyTuple_SET_ITEM0(tmp_assign_source_31, 0, tmp_tuple_element_9);
-        assert(tmp_class_creation_3__bases_orig == NULL);
-        tmp_class_creation_3__bases_orig = tmp_assign_source_31;
-    }
-    {
-        PyObject *tmp_assign_source_32;
-        PyObject *tmp_dircall_arg1_3;
-        CHECK_OBJECT(tmp_class_creation_3__bases_orig);
-        tmp_dircall_arg1_3 = tmp_class_creation_3__bases_orig;
-        Py_INCREF(tmp_dircall_arg1_3);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_3};
-            tmp_assign_source_32 = impl_models$$$function__1__mro_entries_conversion(dir_call_args);
-        }
-        if (tmp_assign_source_32 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        assert(tmp_class_creation_3__bases == NULL);
-        tmp_class_creation_3__bases = tmp_assign_source_32;
-    }
-    {
-        PyObject *tmp_assign_source_33;
-        tmp_assign_source_33 = PyDict_New();
-        assert(tmp_class_creation_3__class_decl_dict == NULL);
-        tmp_class_creation_3__class_decl_dict = tmp_assign_source_33;
-    }
-    {
-        PyObject *tmp_assign_source_34;
-        PyObject *tmp_metaclass_name_3;
-        nuitka_bool tmp_condition_result_13;
-        PyObject *tmp_key_name_7;
-        PyObject *tmp_dict_arg_name_7;
-        PyObject *tmp_dict_arg_name_8;
-        PyObject *tmp_key_name_8;
-        nuitka_bool tmp_condition_result_14;
-        int tmp_truth_name_3;
-        PyObject *tmp_type_arg_5;
-        PyObject *tmp_expression_name_12;
-        PyObject *tmp_subscript_name_3;
-        PyObject *tmp_bases_name_3;
-        tmp_key_name_7 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-        tmp_dict_arg_name_7 = tmp_class_creation_3__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_7, tmp_key_name_7);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_13 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_13 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_5;
-        } else {
-            goto condexpr_false_5;
-        }
-        condexpr_true_5:;
-        CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-        tmp_dict_arg_name_8 = tmp_class_creation_3__class_decl_dict;
-        tmp_key_name_8 = mod_consts[61];
-        tmp_metaclass_name_3 = DICT_GET_ITEM_WITH_ERROR(tmp_dict_arg_name_8, tmp_key_name_8);
-        if (tmp_metaclass_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        goto condexpr_end_5;
-        condexpr_false_5:;
-        CHECK_OBJECT(tmp_class_creation_3__bases);
-        tmp_truth_name_3 = CHECK_IF_TRUE(tmp_class_creation_3__bases);
-        if (tmp_truth_name_3 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_condition_result_14 = tmp_truth_name_3 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_14 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_6;
-        } else {
-            goto condexpr_false_6;
-        }
-        condexpr_true_6:;
-        CHECK_OBJECT(tmp_class_creation_3__bases);
-        tmp_expression_name_12 = tmp_class_creation_3__bases;
-        tmp_subscript_name_3 = mod_consts[15];
-        tmp_type_arg_5 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_12, tmp_subscript_name_3, 0);
-        if (tmp_type_arg_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_metaclass_name_3 = BUILTIN_TYPE1(tmp_type_arg_5);
-        Py_DECREF(tmp_type_arg_5);
-        if (tmp_metaclass_name_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        goto condexpr_end_6;
-        condexpr_false_6:;
-        tmp_metaclass_name_3 = (PyObject *)&PyType_Type;
-        Py_INCREF(tmp_metaclass_name_3);
-        condexpr_end_6:;
-        condexpr_end_5:;
-        CHECK_OBJECT(tmp_class_creation_3__bases);
-        tmp_bases_name_3 = tmp_class_creation_3__bases;
-        tmp_assign_source_34 = SELECT_METACLASS(tmp_metaclass_name_3, tmp_bases_name_3);
-        Py_DECREF(tmp_metaclass_name_3);
-        if (tmp_assign_source_34 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        assert(tmp_class_creation_3__metaclass == NULL);
-        tmp_class_creation_3__metaclass = tmp_assign_source_34;
-    }
-    {
-        nuitka_bool tmp_condition_result_15;
-        PyObject *tmp_key_name_9;
-        PyObject *tmp_dict_arg_name_9;
-        tmp_key_name_9 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-        tmp_dict_arg_name_9 = tmp_class_creation_3__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_9, tmp_key_name_9);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_15 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_15 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_9;
-        } else {
-            goto branch_no_9;
-        }
-    }
-    branch_yes_9:;
-    CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-    tmp_dictdel_dict = tmp_class_creation_3__class_decl_dict;
-    tmp_dictdel_key = mod_consts[61];
-    tmp_result = DICT_REMOVE_ITEM(tmp_dictdel_dict, tmp_dictdel_key);
-    if (tmp_result == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 128;
-
-        goto try_except_handler_9;
-    }
-    branch_no_9:;
-    {
-        nuitka_bool tmp_condition_result_16;
-        PyObject *tmp_expression_name_13;
-        CHECK_OBJECT(tmp_class_creation_3__metaclass);
-        tmp_expression_name_13 = tmp_class_creation_3__metaclass;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_13, mod_consts[62]);
-        tmp_condition_result_16 = (tmp_result) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_16 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_10;
-        } else {
-            goto branch_no_10;
-        }
-    }
-    branch_yes_10:;
-    {
-        PyObject *tmp_assign_source_35;
-        PyObject *tmp_called_name_5;
-        PyObject *tmp_expression_name_14;
-        PyObject *tmp_args_name_5;
-        PyObject *tmp_tuple_element_10;
-        PyObject *tmp_kwargs_name_5;
-        CHECK_OBJECT(tmp_class_creation_3__metaclass);
-        tmp_expression_name_14 = tmp_class_creation_3__metaclass;
-        tmp_called_name_5 = LOOKUP_ATTRIBUTE(tmp_expression_name_14, mod_consts[62]);
-        if (tmp_called_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_tuple_element_10 = mod_consts[40];
-        tmp_args_name_5 = PyTuple_New(2);
-        PyTuple_SET_ITEM0(tmp_args_name_5, 0, tmp_tuple_element_10);
-        CHECK_OBJECT(tmp_class_creation_3__bases);
-        tmp_tuple_element_10 = tmp_class_creation_3__bases;
-        PyTuple_SET_ITEM0(tmp_args_name_5, 1, tmp_tuple_element_10);
-        CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-        tmp_kwargs_name_5 = tmp_class_creation_3__class_decl_dict;
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 128;
-        tmp_assign_source_35 = CALL_FUNCTION(tmp_called_name_5, tmp_args_name_5, tmp_kwargs_name_5);
-        Py_DECREF(tmp_called_name_5);
-        Py_DECREF(tmp_args_name_5);
-        if (tmp_assign_source_35 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        assert(tmp_class_creation_3__prepared == NULL);
-        tmp_class_creation_3__prepared = tmp_assign_source_35;
-    }
-    {
-        nuitka_bool tmp_condition_result_17;
-        PyObject *tmp_operand_name_3;
-        PyObject *tmp_expression_name_15;
-        CHECK_OBJECT(tmp_class_creation_3__prepared);
-        tmp_expression_name_15 = tmp_class_creation_3__prepared;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_15, mod_consts[63]);
-        tmp_operand_name_3 = (tmp_result) ? Py_True : Py_False;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_3);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_condition_result_17 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_17 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_11;
-        } else {
-            goto branch_no_11;
-        }
-    }
-    branch_yes_11:;
-    {
-        PyObject *tmp_raise_type_3;
-        PyObject *tmp_raise_value_3;
-        PyObject *tmp_left_name_3;
-        PyObject *tmp_right_name_3;
-        PyObject *tmp_tuple_element_11;
-        PyObject *tmp_getattr_target_3;
-        PyObject *tmp_getattr_attr_3;
-        PyObject *tmp_getattr_default_3;
-        tmp_raise_type_3 = PyExc_TypeError;
-        tmp_left_name_3 = mod_consts[64];
-        CHECK_OBJECT(tmp_class_creation_3__metaclass);
-        tmp_getattr_target_3 = tmp_class_creation_3__metaclass;
-        tmp_getattr_attr_3 = mod_consts[65];
-        tmp_getattr_default_3 = mod_consts[66];
-        tmp_tuple_element_11 = BUILTIN_GETATTR(tmp_getattr_target_3, tmp_getattr_attr_3, tmp_getattr_default_3);
-        if (tmp_tuple_element_11 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        tmp_right_name_3 = PyTuple_New(2);
-        {
-            PyObject *tmp_expression_name_16;
-            PyObject *tmp_type_arg_6;
-            PyTuple_SET_ITEM(tmp_right_name_3, 0, tmp_tuple_element_11);
-            CHECK_OBJECT(tmp_class_creation_3__prepared);
-            tmp_type_arg_6 = tmp_class_creation_3__prepared;
-            tmp_expression_name_16 = BUILTIN_TYPE1(tmp_type_arg_6);
-            assert(!(tmp_expression_name_16 == NULL));
-            tmp_tuple_element_11 = LOOKUP_ATTRIBUTE(tmp_expression_name_16, mod_consts[65]);
-            Py_DECREF(tmp_expression_name_16);
-            if (tmp_tuple_element_11 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 128;
-
-                goto tuple_build_exception_3;
-            }
-            PyTuple_SET_ITEM(tmp_right_name_3, 1, tmp_tuple_element_11);
-        }
-        goto tuple_build_noexception_3;
-        // Exception handling pass through code for tuple_build:
-        tuple_build_exception_3:;
-        Py_DECREF(tmp_right_name_3);
-        goto try_except_handler_9;
-        // Finished with no exception for tuple_build:
-        tuple_build_noexception_3:;
-        tmp_raise_value_3 = BINARY_OPERATION_MOD_OBJECT_UNICODE_TUPLE(tmp_left_name_3, tmp_right_name_3);
-        Py_DECREF(tmp_right_name_3);
-        if (tmp_raise_value_3 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_9;
-        }
-        exception_type = tmp_raise_type_3;
-        Py_INCREF(tmp_raise_type_3);
-        exception_value = tmp_raise_value_3;
-        exception_lineno = 128;
-        RAISE_EXCEPTION_IMPLICIT(&exception_type, &exception_value, &exception_tb);
-
-        goto try_except_handler_9;
-    }
-    branch_no_11:;
-    goto branch_end_10;
-    branch_no_10:;
-    {
-        PyObject *tmp_assign_source_36;
-        tmp_assign_source_36 = PyDict_New();
-        assert(tmp_class_creation_3__prepared == NULL);
-        tmp_class_creation_3__prepared = tmp_assign_source_36;
-    }
-    branch_end_10:;
-    {
-        PyObject *tmp_assign_source_37;
-        {
-            PyObject *tmp_set_locals_3;
-            CHECK_OBJECT(tmp_class_creation_3__prepared);
-            tmp_set_locals_3 = tmp_class_creation_3__prepared;
-            locals_models$unet3d$model$$$class__3_ResidualUNet3D_128 = tmp_set_locals_3;
-            Py_INCREF(tmp_set_locals_3);
-        }
-        // Tried code:
-        // Tried code:
-        tmp_dictset_value = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[65]);
-
-        if (unlikely(tmp_dictset_value == NULL)) {
-            tmp_dictset_value = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[65]);
-        }
-
-        assert(!(tmp_dictset_value == NULL));
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128, mod_consts[67], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_11;
-        }
-        tmp_dictset_value = mod_consts[78];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128, mod_consts[48], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_11;
-        }
-        tmp_dictset_value = mod_consts[40];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128, mod_consts[69], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_11;
-        }
-        if (isFrameUnusable(cache_frame_438d3b3c3982ede956dae212fa0b4596_4)) {
-            Py_XDECREF(cache_frame_438d3b3c3982ede956dae212fa0b4596_4);
-
-#if _DEBUG_REFCOUNTS
-            if (cache_frame_438d3b3c3982ede956dae212fa0b4596_4 == NULL) {
-                count_active_frame_cache_instances += 1;
-            } else {
-                count_released_frame_cache_instances += 1;
-            }
-            count_allocated_frame_cache_instances += 1;
-#endif
-            cache_frame_438d3b3c3982ede956dae212fa0b4596_4 = MAKE_FUNCTION_FRAME(codeobj_438d3b3c3982ede956dae212fa0b4596, module_models$unet3d$model, sizeof(void *));
-#if _DEBUG_REFCOUNTS
-        } else {
-            count_hit_frame_cache_instances += 1;
-#endif
-        }
-        assert(cache_frame_438d3b3c3982ede956dae212fa0b4596_4->m_type_description == NULL);
-        frame_438d3b3c3982ede956dae212fa0b4596_4 = cache_frame_438d3b3c3982ede956dae212fa0b4596_4;
-
-        // Push the new frame as the currently active one.
-        pushFrameStack(frame_438d3b3c3982ede956dae212fa0b4596_4);
-
-        // Mark the frame object as in use, ref count 1 will be up for reuse.
-        assert(Py_REFCNT(frame_438d3b3c3982ede956dae212fa0b4596_4) == 2); // Frame stack
-
-        // Framed code:
-        {
-            PyObject *tmp_defaults_3;
-            tmp_defaults_3 = mod_consts[79];
-            Py_INCREF(tmp_defaults_3);
-
-
-            tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__4___init__(tmp_defaults_3);
-
-            tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128, mod_consts[1], tmp_dictset_value);
-            Py_DECREF(tmp_dictset_value);
-            if (tmp_res != 0) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 136;
-                type_description_2 = "o";
-                goto frame_exception_exit_4;
-            }
-        }
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_438d3b3c3982ede956dae212fa0b4596_4);
-#endif
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        goto frame_no_exception_3;
-
-        frame_exception_exit_4:;
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_438d3b3c3982ede956dae212fa0b4596_4);
-#endif
-
-        if (exception_tb == NULL) {
-            exception_tb = MAKE_TRACEBACK(frame_438d3b3c3982ede956dae212fa0b4596_4, exception_lineno);
-        } else if (exception_tb->tb_frame != &frame_438d3b3c3982ede956dae212fa0b4596_4->m_frame) {
-            exception_tb = ADD_TRACEBACK(exception_tb, frame_438d3b3c3982ede956dae212fa0b4596_4, exception_lineno);
-        }
-
-        // Attaches locals to frame if any.
-        Nuitka_Frame_AttachLocals(
-            frame_438d3b3c3982ede956dae212fa0b4596_4,
-            type_description_2,
-            outline_2_var___class__
-        );
-
-
-        // Release cached frame if used for exception.
-        if (frame_438d3b3c3982ede956dae212fa0b4596_4 == cache_frame_438d3b3c3982ede956dae212fa0b4596_4) {
-#if _DEBUG_REFCOUNTS
-            count_active_frame_cache_instances -= 1;
-            count_released_frame_cache_instances += 1;
-#endif
-
-            Py_DECREF(cache_frame_438d3b3c3982ede956dae212fa0b4596_4);
-            cache_frame_438d3b3c3982ede956dae212fa0b4596_4 = NULL;
-        }
-
-        assertFrameObject(frame_438d3b3c3982ede956dae212fa0b4596_4);
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        // Return the error.
-        goto nested_frame_exit_3;
-
-        frame_no_exception_3:;
-        goto skip_nested_handling_3;
-        nested_frame_exit_3:;
-
-        goto try_except_handler_11;
-        skip_nested_handling_3:;
-        {
-            nuitka_bool tmp_condition_result_18;
-            PyObject *tmp_compexpr_left_3;
-            PyObject *tmp_compexpr_right_3;
-            CHECK_OBJECT(tmp_class_creation_3__bases);
-            tmp_compexpr_left_3 = tmp_class_creation_3__bases;
-            CHECK_OBJECT(tmp_class_creation_3__bases_orig);
-            tmp_compexpr_right_3 = tmp_class_creation_3__bases_orig;
-            tmp_condition_result_18 = RICH_COMPARE_NE_NBOOL_OBJECT_TUPLE(tmp_compexpr_left_3, tmp_compexpr_right_3);
-            if (tmp_condition_result_18 == NUITKA_BOOL_EXCEPTION) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 128;
-
-                goto try_except_handler_11;
-            }
-            if (tmp_condition_result_18 == NUITKA_BOOL_TRUE) {
-                goto branch_yes_12;
-            } else {
-                goto branch_no_12;
-            }
-            assert(tmp_condition_result_18 != NUITKA_BOOL_UNASSIGNED);
-        }
-        branch_yes_12:;
-        CHECK_OBJECT(tmp_class_creation_3__bases_orig);
-        tmp_dictset_value = tmp_class_creation_3__bases_orig;
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128, mod_consts[74], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 128;
-
-            goto try_except_handler_11;
-        }
-        branch_no_12:;
-        {
-            PyObject *tmp_assign_source_38;
-            PyObject *tmp_called_name_6;
-            PyObject *tmp_args_name_6;
-            PyObject *tmp_tuple_element_12;
-            PyObject *tmp_kwargs_name_6;
-            CHECK_OBJECT(tmp_class_creation_3__metaclass);
-            tmp_called_name_6 = tmp_class_creation_3__metaclass;
-            tmp_tuple_element_12 = mod_consts[40];
-            tmp_args_name_6 = PyTuple_New(3);
-            PyTuple_SET_ITEM0(tmp_args_name_6, 0, tmp_tuple_element_12);
-            CHECK_OBJECT(tmp_class_creation_3__bases);
-            tmp_tuple_element_12 = tmp_class_creation_3__bases;
-            PyTuple_SET_ITEM0(tmp_args_name_6, 1, tmp_tuple_element_12);
-            tmp_tuple_element_12 = locals_models$unet3d$model$$$class__3_ResidualUNet3D_128;
-            PyTuple_SET_ITEM0(tmp_args_name_6, 2, tmp_tuple_element_12);
-            CHECK_OBJECT(tmp_class_creation_3__class_decl_dict);
-            tmp_kwargs_name_6 = tmp_class_creation_3__class_decl_dict;
-            frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 128;
-            tmp_assign_source_38 = CALL_FUNCTION(tmp_called_name_6, tmp_args_name_6, tmp_kwargs_name_6);
-            Py_DECREF(tmp_args_name_6);
-            if (tmp_assign_source_38 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 128;
-
-                goto try_except_handler_11;
-            }
-            assert(outline_2_var___class__ == NULL);
-            outline_2_var___class__ = tmp_assign_source_38;
-        }
-        CHECK_OBJECT(outline_2_var___class__);
-        tmp_assign_source_37 = outline_2_var___class__;
-        Py_INCREF(tmp_assign_source_37);
-        goto try_return_handler_11;
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_11:;
-        Py_DECREF(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128);
-        locals_models$unet3d$model$$$class__3_ResidualUNet3D_128 = NULL;
-        goto try_return_handler_10;
-        // Exception handler code:
-        try_except_handler_11:;
-        exception_keeper_type_9 = exception_type;
-        exception_keeper_value_9 = exception_value;
-        exception_keeper_tb_9 = exception_tb;
-        exception_keeper_lineno_9 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        Py_DECREF(locals_models$unet3d$model$$$class__3_ResidualUNet3D_128);
-        locals_models$unet3d$model$$$class__3_ResidualUNet3D_128 = NULL;
-        // Re-raise.
-        exception_type = exception_keeper_type_9;
-        exception_value = exception_keeper_value_9;
-        exception_tb = exception_keeper_tb_9;
-        exception_lineno = exception_keeper_lineno_9;
-
-        goto try_except_handler_10;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_10:;
-        CHECK_OBJECT(outline_2_var___class__);
-        Py_DECREF(outline_2_var___class__);
-        outline_2_var___class__ = NULL;
-        goto outline_result_3;
-        // Exception handler code:
-        try_except_handler_10:;
-        exception_keeper_type_10 = exception_type;
-        exception_keeper_value_10 = exception_value;
-        exception_keeper_tb_10 = exception_tb;
-        exception_keeper_lineno_10 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        // Re-raise.
-        exception_type = exception_keeper_type_10;
-        exception_value = exception_keeper_value_10;
-        exception_tb = exception_keeper_tb_10;
-        exception_lineno = exception_keeper_lineno_10;
-
-        goto outline_exception_3;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-        return NULL;
-        outline_exception_3:;
-        exception_lineno = 128;
-        goto try_except_handler_9;
-        outline_result_3:;
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[40], tmp_assign_source_37);
-    }
-    goto try_end_5;
-    // Exception handler code:
-    try_except_handler_9:;
-    exception_keeper_type_11 = exception_type;
-    exception_keeper_value_11 = exception_value;
-    exception_keeper_tb_11 = exception_tb;
-    exception_keeper_lineno_11 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_class_creation_3__bases_orig);
-    tmp_class_creation_3__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_3__bases);
-    tmp_class_creation_3__bases = NULL;
-    Py_XDECREF(tmp_class_creation_3__class_decl_dict);
-    tmp_class_creation_3__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_3__metaclass);
-    tmp_class_creation_3__metaclass = NULL;
-    Py_XDECREF(tmp_class_creation_3__prepared);
-    tmp_class_creation_3__prepared = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_11;
-    exception_value = exception_keeper_value_11;
-    exception_tb = exception_keeper_tb_11;
-    exception_lineno = exception_keeper_lineno_11;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_5:;
-    CHECK_OBJECT(tmp_class_creation_3__bases_orig);
-    Py_DECREF(tmp_class_creation_3__bases_orig);
-    tmp_class_creation_3__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_3__bases);
-    tmp_class_creation_3__bases = NULL;
-    Py_XDECREF(tmp_class_creation_3__class_decl_dict);
-    tmp_class_creation_3__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_3__metaclass);
-    tmp_class_creation_3__metaclass = NULL;
-    CHECK_OBJECT(tmp_class_creation_3__prepared);
-    Py_DECREF(tmp_class_creation_3__prepared);
-    tmp_class_creation_3__prepared = NULL;
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_39;
-        PyObject *tmp_tuple_element_13;
-        tmp_tuple_element_13 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0]);
-
-        if (unlikely(tmp_tuple_element_13 == NULL)) {
-            tmp_tuple_element_13 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[0]);
-        }
-
-        if (tmp_tuple_element_13 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_assign_source_39 = PyTuple_New(1);
-        PyTuple_SET_ITEM0(tmp_assign_source_39, 0, tmp_tuple_element_13);
-        assert(tmp_class_creation_4__bases_orig == NULL);
-        tmp_class_creation_4__bases_orig = tmp_assign_source_39;
-    }
-    {
-        PyObject *tmp_assign_source_40;
-        PyObject *tmp_dircall_arg1_4;
-        CHECK_OBJECT(tmp_class_creation_4__bases_orig);
-        tmp_dircall_arg1_4 = tmp_class_creation_4__bases_orig;
-        Py_INCREF(tmp_dircall_arg1_4);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_4};
-            tmp_assign_source_40 = impl_models$$$function__1__mro_entries_conversion(dir_call_args);
-        }
-        if (tmp_assign_source_40 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        assert(tmp_class_creation_4__bases == NULL);
-        tmp_class_creation_4__bases = tmp_assign_source_40;
-    }
-    {
-        PyObject *tmp_assign_source_41;
-        tmp_assign_source_41 = PyDict_New();
-        assert(tmp_class_creation_4__class_decl_dict == NULL);
-        tmp_class_creation_4__class_decl_dict = tmp_assign_source_41;
-    }
-    {
-        PyObject *tmp_assign_source_42;
-        PyObject *tmp_metaclass_name_4;
-        nuitka_bool tmp_condition_result_19;
-        PyObject *tmp_key_name_10;
-        PyObject *tmp_dict_arg_name_10;
-        PyObject *tmp_dict_arg_name_11;
-        PyObject *tmp_key_name_11;
-        nuitka_bool tmp_condition_result_20;
-        int tmp_truth_name_4;
-        PyObject *tmp_type_arg_7;
-        PyObject *tmp_expression_name_17;
-        PyObject *tmp_subscript_name_4;
-        PyObject *tmp_bases_name_4;
-        tmp_key_name_10 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-        tmp_dict_arg_name_10 = tmp_class_creation_4__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_10, tmp_key_name_10);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_19 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_19 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_7;
-        } else {
-            goto condexpr_false_7;
-        }
-        condexpr_true_7:;
-        CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-        tmp_dict_arg_name_11 = tmp_class_creation_4__class_decl_dict;
-        tmp_key_name_11 = mod_consts[61];
-        tmp_metaclass_name_4 = DICT_GET_ITEM_WITH_ERROR(tmp_dict_arg_name_11, tmp_key_name_11);
-        if (tmp_metaclass_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        goto condexpr_end_7;
-        condexpr_false_7:;
-        CHECK_OBJECT(tmp_class_creation_4__bases);
-        tmp_truth_name_4 = CHECK_IF_TRUE(tmp_class_creation_4__bases);
-        if (tmp_truth_name_4 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_condition_result_20 = tmp_truth_name_4 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_20 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_8;
-        } else {
-            goto condexpr_false_8;
-        }
-        condexpr_true_8:;
-        CHECK_OBJECT(tmp_class_creation_4__bases);
-        tmp_expression_name_17 = tmp_class_creation_4__bases;
-        tmp_subscript_name_4 = mod_consts[15];
-        tmp_type_arg_7 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_17, tmp_subscript_name_4, 0);
-        if (tmp_type_arg_7 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_metaclass_name_4 = BUILTIN_TYPE1(tmp_type_arg_7);
-        Py_DECREF(tmp_type_arg_7);
-        if (tmp_metaclass_name_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        goto condexpr_end_8;
-        condexpr_false_8:;
-        tmp_metaclass_name_4 = (PyObject *)&PyType_Type;
-        Py_INCREF(tmp_metaclass_name_4);
-        condexpr_end_8:;
-        condexpr_end_7:;
-        CHECK_OBJECT(tmp_class_creation_4__bases);
-        tmp_bases_name_4 = tmp_class_creation_4__bases;
-        tmp_assign_source_42 = SELECT_METACLASS(tmp_metaclass_name_4, tmp_bases_name_4);
-        Py_DECREF(tmp_metaclass_name_4);
-        if (tmp_assign_source_42 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        assert(tmp_class_creation_4__metaclass == NULL);
-        tmp_class_creation_4__metaclass = tmp_assign_source_42;
-    }
-    {
-        nuitka_bool tmp_condition_result_21;
-        PyObject *tmp_key_name_12;
-        PyObject *tmp_dict_arg_name_12;
-        tmp_key_name_12 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-        tmp_dict_arg_name_12 = tmp_class_creation_4__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_12, tmp_key_name_12);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_21 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_21 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_13;
-        } else {
-            goto branch_no_13;
-        }
-    }
-    branch_yes_13:;
-    CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-    tmp_dictdel_dict = tmp_class_creation_4__class_decl_dict;
-    tmp_dictdel_key = mod_consts[61];
-    tmp_result = DICT_REMOVE_ITEM(tmp_dictdel_dict, tmp_dictdel_key);
-    if (tmp_result == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 151;
-
-        goto try_except_handler_12;
-    }
-    branch_no_13:;
-    {
-        nuitka_bool tmp_condition_result_22;
-        PyObject *tmp_expression_name_18;
-        CHECK_OBJECT(tmp_class_creation_4__metaclass);
-        tmp_expression_name_18 = tmp_class_creation_4__metaclass;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_18, mod_consts[62]);
-        tmp_condition_result_22 = (tmp_result) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_22 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_14;
-        } else {
-            goto branch_no_14;
-        }
-    }
-    branch_yes_14:;
-    {
-        PyObject *tmp_assign_source_43;
-        PyObject *tmp_called_name_7;
-        PyObject *tmp_expression_name_19;
-        PyObject *tmp_args_name_7;
-        PyObject *tmp_tuple_element_14;
-        PyObject *tmp_kwargs_name_7;
-        CHECK_OBJECT(tmp_class_creation_4__metaclass);
-        tmp_expression_name_19 = tmp_class_creation_4__metaclass;
-        tmp_called_name_7 = LOOKUP_ATTRIBUTE(tmp_expression_name_19, mod_consts[62]);
-        if (tmp_called_name_7 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_tuple_element_14 = mod_consts[42];
-        tmp_args_name_7 = PyTuple_New(2);
-        PyTuple_SET_ITEM0(tmp_args_name_7, 0, tmp_tuple_element_14);
-        CHECK_OBJECT(tmp_class_creation_4__bases);
-        tmp_tuple_element_14 = tmp_class_creation_4__bases;
-        PyTuple_SET_ITEM0(tmp_args_name_7, 1, tmp_tuple_element_14);
-        CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-        tmp_kwargs_name_7 = tmp_class_creation_4__class_decl_dict;
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 151;
-        tmp_assign_source_43 = CALL_FUNCTION(tmp_called_name_7, tmp_args_name_7, tmp_kwargs_name_7);
-        Py_DECREF(tmp_called_name_7);
-        Py_DECREF(tmp_args_name_7);
-        if (tmp_assign_source_43 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        assert(tmp_class_creation_4__prepared == NULL);
-        tmp_class_creation_4__prepared = tmp_assign_source_43;
-    }
-    {
-        nuitka_bool tmp_condition_result_23;
-        PyObject *tmp_operand_name_4;
-        PyObject *tmp_expression_name_20;
-        CHECK_OBJECT(tmp_class_creation_4__prepared);
-        tmp_expression_name_20 = tmp_class_creation_4__prepared;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_20, mod_consts[63]);
-        tmp_operand_name_4 = (tmp_result) ? Py_True : Py_False;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_4);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_condition_result_23 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_23 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_15;
-        } else {
-            goto branch_no_15;
-        }
-    }
-    branch_yes_15:;
-    {
-        PyObject *tmp_raise_type_4;
-        PyObject *tmp_raise_value_4;
-        PyObject *tmp_left_name_4;
-        PyObject *tmp_right_name_4;
-        PyObject *tmp_tuple_element_15;
-        PyObject *tmp_getattr_target_4;
-        PyObject *tmp_getattr_attr_4;
-        PyObject *tmp_getattr_default_4;
-        tmp_raise_type_4 = PyExc_TypeError;
-        tmp_left_name_4 = mod_consts[64];
-        CHECK_OBJECT(tmp_class_creation_4__metaclass);
-        tmp_getattr_target_4 = tmp_class_creation_4__metaclass;
-        tmp_getattr_attr_4 = mod_consts[65];
-        tmp_getattr_default_4 = mod_consts[66];
-        tmp_tuple_element_15 = BUILTIN_GETATTR(tmp_getattr_target_4, tmp_getattr_attr_4, tmp_getattr_default_4);
-        if (tmp_tuple_element_15 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        tmp_right_name_4 = PyTuple_New(2);
-        {
-            PyObject *tmp_expression_name_21;
-            PyObject *tmp_type_arg_8;
-            PyTuple_SET_ITEM(tmp_right_name_4, 0, tmp_tuple_element_15);
-            CHECK_OBJECT(tmp_class_creation_4__prepared);
-            tmp_type_arg_8 = tmp_class_creation_4__prepared;
-            tmp_expression_name_21 = BUILTIN_TYPE1(tmp_type_arg_8);
-            assert(!(tmp_expression_name_21 == NULL));
-            tmp_tuple_element_15 = LOOKUP_ATTRIBUTE(tmp_expression_name_21, mod_consts[65]);
-            Py_DECREF(tmp_expression_name_21);
-            if (tmp_tuple_element_15 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 151;
-
-                goto tuple_build_exception_4;
-            }
-            PyTuple_SET_ITEM(tmp_right_name_4, 1, tmp_tuple_element_15);
-        }
-        goto tuple_build_noexception_4;
-        // Exception handling pass through code for tuple_build:
-        tuple_build_exception_4:;
-        Py_DECREF(tmp_right_name_4);
-        goto try_except_handler_12;
-        // Finished with no exception for tuple_build:
-        tuple_build_noexception_4:;
-        tmp_raise_value_4 = BINARY_OPERATION_MOD_OBJECT_UNICODE_TUPLE(tmp_left_name_4, tmp_right_name_4);
-        Py_DECREF(tmp_right_name_4);
-        if (tmp_raise_value_4 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_12;
-        }
-        exception_type = tmp_raise_type_4;
-        Py_INCREF(tmp_raise_type_4);
-        exception_value = tmp_raise_value_4;
-        exception_lineno = 151;
-        RAISE_EXCEPTION_IMPLICIT(&exception_type, &exception_value, &exception_tb);
-
-        goto try_except_handler_12;
-    }
-    branch_no_15:;
-    goto branch_end_14;
-    branch_no_14:;
-    {
-        PyObject *tmp_assign_source_44;
-        tmp_assign_source_44 = PyDict_New();
-        assert(tmp_class_creation_4__prepared == NULL);
-        tmp_class_creation_4__prepared = tmp_assign_source_44;
-    }
-    branch_end_14:;
-    {
-        PyObject *tmp_assign_source_45;
-        {
-            PyObject *tmp_set_locals_4;
-            CHECK_OBJECT(tmp_class_creation_4__prepared);
-            tmp_set_locals_4 = tmp_class_creation_4__prepared;
-            locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151 = tmp_set_locals_4;
-            Py_INCREF(tmp_set_locals_4);
-        }
-        // Tried code:
-        // Tried code:
-        tmp_dictset_value = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[65]);
-
-        if (unlikely(tmp_dictset_value == NULL)) {
-            tmp_dictset_value = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[65]);
-        }
-
-        assert(!(tmp_dictset_value == NULL));
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151, mod_consts[67], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_14;
-        }
-        tmp_dictset_value = mod_consts[81];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151, mod_consts[48], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_14;
-        }
-        tmp_dictset_value = mod_consts[42];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151, mod_consts[69], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_14;
-        }
-        if (isFrameUnusable(cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5)) {
-            Py_XDECREF(cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-
-#if _DEBUG_REFCOUNTS
-            if (cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 == NULL) {
-                count_active_frame_cache_instances += 1;
-            } else {
-                count_released_frame_cache_instances += 1;
-            }
-            count_allocated_frame_cache_instances += 1;
-#endif
-            cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 = MAKE_FUNCTION_FRAME(codeobj_66dcfe6c36e3c070fdf25ab6c2a0819a, module_models$unet3d$model, sizeof(void *));
-#if _DEBUG_REFCOUNTS
-        } else {
-            count_hit_frame_cache_instances += 1;
-#endif
-        }
-        assert(cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5->m_type_description == NULL);
-        frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 = cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5;
-
-        // Push the new frame as the currently active one.
-        pushFrameStack(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-
-        // Mark the frame object as in use, ref count 1 will be up for reuse.
-        assert(Py_REFCNT(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5) == 2); // Frame stack
-
-        // Framed code:
-        {
-            PyObject *tmp_defaults_4;
-            tmp_defaults_4 = mod_consts[79];
-            Py_INCREF(tmp_defaults_4);
-
-
-            tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__5___init__(tmp_defaults_4);
-
-            tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151, mod_consts[1], tmp_dictset_value);
-            Py_DECREF(tmp_dictset_value);
-            if (tmp_res != 0) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 161;
-                type_description_2 = "o";
-                goto frame_exception_exit_5;
-            }
-        }
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-#endif
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        goto frame_no_exception_4;
-
-        frame_exception_exit_5:;
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-#endif
-
-        if (exception_tb == NULL) {
-            exception_tb = MAKE_TRACEBACK(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5, exception_lineno);
-        } else if (exception_tb->tb_frame != &frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5->m_frame) {
-            exception_tb = ADD_TRACEBACK(exception_tb, frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5, exception_lineno);
-        }
-
-        // Attaches locals to frame if any.
-        Nuitka_Frame_AttachLocals(
-            frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5,
-            type_description_2,
-            outline_3_var___class__
-        );
-
-
-        // Release cached frame if used for exception.
-        if (frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 == cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5) {
-#if _DEBUG_REFCOUNTS
-            count_active_frame_cache_instances -= 1;
-            count_released_frame_cache_instances += 1;
-#endif
-
-            Py_DECREF(cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-            cache_frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5 = NULL;
-        }
-
-        assertFrameObject(frame_66dcfe6c36e3c070fdf25ab6c2a0819a_5);
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        // Return the error.
-        goto nested_frame_exit_4;
-
-        frame_no_exception_4:;
-        goto skip_nested_handling_4;
-        nested_frame_exit_4:;
-
-        goto try_except_handler_14;
-        skip_nested_handling_4:;
-        {
-            nuitka_bool tmp_condition_result_24;
-            PyObject *tmp_compexpr_left_4;
-            PyObject *tmp_compexpr_right_4;
-            CHECK_OBJECT(tmp_class_creation_4__bases);
-            tmp_compexpr_left_4 = tmp_class_creation_4__bases;
-            CHECK_OBJECT(tmp_class_creation_4__bases_orig);
-            tmp_compexpr_right_4 = tmp_class_creation_4__bases_orig;
-            tmp_condition_result_24 = RICH_COMPARE_NE_NBOOL_OBJECT_TUPLE(tmp_compexpr_left_4, tmp_compexpr_right_4);
-            if (tmp_condition_result_24 == NUITKA_BOOL_EXCEPTION) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 151;
-
-                goto try_except_handler_14;
-            }
-            if (tmp_condition_result_24 == NUITKA_BOOL_TRUE) {
-                goto branch_yes_16;
-            } else {
-                goto branch_no_16;
-            }
-            assert(tmp_condition_result_24 != NUITKA_BOOL_UNASSIGNED);
-        }
-        branch_yes_16:;
-        CHECK_OBJECT(tmp_class_creation_4__bases_orig);
-        tmp_dictset_value = tmp_class_creation_4__bases_orig;
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151, mod_consts[74], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 151;
-
-            goto try_except_handler_14;
-        }
-        branch_no_16:;
-        {
-            PyObject *tmp_assign_source_46;
-            PyObject *tmp_called_name_8;
-            PyObject *tmp_args_name_8;
-            PyObject *tmp_tuple_element_16;
-            PyObject *tmp_kwargs_name_8;
-            CHECK_OBJECT(tmp_class_creation_4__metaclass);
-            tmp_called_name_8 = tmp_class_creation_4__metaclass;
-            tmp_tuple_element_16 = mod_consts[42];
-            tmp_args_name_8 = PyTuple_New(3);
-            PyTuple_SET_ITEM0(tmp_args_name_8, 0, tmp_tuple_element_16);
-            CHECK_OBJECT(tmp_class_creation_4__bases);
-            tmp_tuple_element_16 = tmp_class_creation_4__bases;
-            PyTuple_SET_ITEM0(tmp_args_name_8, 1, tmp_tuple_element_16);
-            tmp_tuple_element_16 = locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151;
-            PyTuple_SET_ITEM0(tmp_args_name_8, 2, tmp_tuple_element_16);
-            CHECK_OBJECT(tmp_class_creation_4__class_decl_dict);
-            tmp_kwargs_name_8 = tmp_class_creation_4__class_decl_dict;
-            frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 151;
-            tmp_assign_source_46 = CALL_FUNCTION(tmp_called_name_8, tmp_args_name_8, tmp_kwargs_name_8);
-            Py_DECREF(tmp_args_name_8);
-            if (tmp_assign_source_46 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 151;
-
-                goto try_except_handler_14;
-            }
-            assert(outline_3_var___class__ == NULL);
-            outline_3_var___class__ = tmp_assign_source_46;
-        }
-        CHECK_OBJECT(outline_3_var___class__);
-        tmp_assign_source_45 = outline_3_var___class__;
-        Py_INCREF(tmp_assign_source_45);
-        goto try_return_handler_14;
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_14:;
-        Py_DECREF(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151);
-        locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151 = NULL;
-        goto try_return_handler_13;
-        // Exception handler code:
-        try_except_handler_14:;
-        exception_keeper_type_12 = exception_type;
-        exception_keeper_value_12 = exception_value;
-        exception_keeper_tb_12 = exception_tb;
-        exception_keeper_lineno_12 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        Py_DECREF(locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151);
-        locals_models$unet3d$model$$$class__4_ResidualUNetSE3D_151 = NULL;
-        // Re-raise.
-        exception_type = exception_keeper_type_12;
-        exception_value = exception_keeper_value_12;
-        exception_tb = exception_keeper_tb_12;
-        exception_lineno = exception_keeper_lineno_12;
-
-        goto try_except_handler_13;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_13:;
-        CHECK_OBJECT(outline_3_var___class__);
-        Py_DECREF(outline_3_var___class__);
-        outline_3_var___class__ = NULL;
-        goto outline_result_4;
-        // Exception handler code:
-        try_except_handler_13:;
-        exception_keeper_type_13 = exception_type;
-        exception_keeper_value_13 = exception_value;
-        exception_keeper_tb_13 = exception_tb;
-        exception_keeper_lineno_13 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        // Re-raise.
-        exception_type = exception_keeper_type_13;
-        exception_value = exception_keeper_value_13;
-        exception_tb = exception_keeper_tb_13;
-        exception_lineno = exception_keeper_lineno_13;
-
-        goto outline_exception_4;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-        return NULL;
-        outline_exception_4:;
-        exception_lineno = 151;
-        goto try_except_handler_12;
-        outline_result_4:;
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[42], tmp_assign_source_45);
-    }
-    goto try_end_6;
-    // Exception handler code:
-    try_except_handler_12:;
-    exception_keeper_type_14 = exception_type;
-    exception_keeper_value_14 = exception_value;
-    exception_keeper_tb_14 = exception_tb;
-    exception_keeper_lineno_14 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_class_creation_4__bases_orig);
-    tmp_class_creation_4__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_4__bases);
-    tmp_class_creation_4__bases = NULL;
-    Py_XDECREF(tmp_class_creation_4__class_decl_dict);
-    tmp_class_creation_4__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_4__metaclass);
-    tmp_class_creation_4__metaclass = NULL;
-    Py_XDECREF(tmp_class_creation_4__prepared);
-    tmp_class_creation_4__prepared = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_14;
-    exception_value = exception_keeper_value_14;
-    exception_tb = exception_keeper_tb_14;
-    exception_lineno = exception_keeper_lineno_14;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_6:;
-    CHECK_OBJECT(tmp_class_creation_4__bases_orig);
-    Py_DECREF(tmp_class_creation_4__bases_orig);
-    tmp_class_creation_4__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_4__bases);
-    tmp_class_creation_4__bases = NULL;
-    Py_XDECREF(tmp_class_creation_4__class_decl_dict);
-    tmp_class_creation_4__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_4__metaclass);
-    tmp_class_creation_4__metaclass = NULL;
-    CHECK_OBJECT(tmp_class_creation_4__prepared);
-    Py_DECREF(tmp_class_creation_4__prepared);
-    tmp_class_creation_4__prepared = NULL;
-    // Tried code:
-    {
-        PyObject *tmp_assign_source_47;
-        PyObject *tmp_tuple_element_17;
-        tmp_tuple_element_17 = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[0]);
-
-        if (unlikely(tmp_tuple_element_17 == NULL)) {
-            tmp_tuple_element_17 = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[0]);
-        }
-
-        if (tmp_tuple_element_17 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_assign_source_47 = PyTuple_New(1);
-        PyTuple_SET_ITEM0(tmp_assign_source_47, 0, tmp_tuple_element_17);
-        assert(tmp_class_creation_5__bases_orig == NULL);
-        tmp_class_creation_5__bases_orig = tmp_assign_source_47;
-    }
-    {
-        PyObject *tmp_assign_source_48;
-        PyObject *tmp_dircall_arg1_5;
-        CHECK_OBJECT(tmp_class_creation_5__bases_orig);
-        tmp_dircall_arg1_5 = tmp_class_creation_5__bases_orig;
-        Py_INCREF(tmp_dircall_arg1_5);
-
-        {
-            PyObject *dir_call_args[] = {tmp_dircall_arg1_5};
-            tmp_assign_source_48 = impl_models$$$function__1__mro_entries_conversion(dir_call_args);
-        }
-        if (tmp_assign_source_48 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        assert(tmp_class_creation_5__bases == NULL);
-        tmp_class_creation_5__bases = tmp_assign_source_48;
-    }
-    {
-        PyObject *tmp_assign_source_49;
-        tmp_assign_source_49 = PyDict_New();
-        assert(tmp_class_creation_5__class_decl_dict == NULL);
-        tmp_class_creation_5__class_decl_dict = tmp_assign_source_49;
-    }
-    {
-        PyObject *tmp_assign_source_50;
-        PyObject *tmp_metaclass_name_5;
-        nuitka_bool tmp_condition_result_25;
-        PyObject *tmp_key_name_13;
-        PyObject *tmp_dict_arg_name_13;
-        PyObject *tmp_dict_arg_name_14;
-        PyObject *tmp_key_name_14;
-        nuitka_bool tmp_condition_result_26;
-        int tmp_truth_name_5;
-        PyObject *tmp_type_arg_9;
-        PyObject *tmp_expression_name_22;
-        PyObject *tmp_subscript_name_5;
-        PyObject *tmp_bases_name_5;
-        tmp_key_name_13 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-        tmp_dict_arg_name_13 = tmp_class_creation_5__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_13, tmp_key_name_13);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_25 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_25 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_9;
-        } else {
-            goto condexpr_false_9;
-        }
-        condexpr_true_9:;
-        CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-        tmp_dict_arg_name_14 = tmp_class_creation_5__class_decl_dict;
-        tmp_key_name_14 = mod_consts[61];
-        tmp_metaclass_name_5 = DICT_GET_ITEM_WITH_ERROR(tmp_dict_arg_name_14, tmp_key_name_14);
-        if (tmp_metaclass_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        goto condexpr_end_9;
-        condexpr_false_9:;
-        CHECK_OBJECT(tmp_class_creation_5__bases);
-        tmp_truth_name_5 = CHECK_IF_TRUE(tmp_class_creation_5__bases);
-        if (tmp_truth_name_5 == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_condition_result_26 = tmp_truth_name_5 == 0 ? NUITKA_BOOL_FALSE : NUITKA_BOOL_TRUE;
-        if (tmp_condition_result_26 == NUITKA_BOOL_TRUE) {
-            goto condexpr_true_10;
-        } else {
-            goto condexpr_false_10;
-        }
-        condexpr_true_10:;
-        CHECK_OBJECT(tmp_class_creation_5__bases);
-        tmp_expression_name_22 = tmp_class_creation_5__bases;
-        tmp_subscript_name_5 = mod_consts[15];
-        tmp_type_arg_9 = LOOKUP_SUBSCRIPT_CONST(tmp_expression_name_22, tmp_subscript_name_5, 0);
-        if (tmp_type_arg_9 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_metaclass_name_5 = BUILTIN_TYPE1(tmp_type_arg_9);
-        Py_DECREF(tmp_type_arg_9);
-        if (tmp_metaclass_name_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        goto condexpr_end_10;
-        condexpr_false_10:;
-        tmp_metaclass_name_5 = (PyObject *)&PyType_Type;
-        Py_INCREF(tmp_metaclass_name_5);
-        condexpr_end_10:;
-        condexpr_end_9:;
-        CHECK_OBJECT(tmp_class_creation_5__bases);
-        tmp_bases_name_5 = tmp_class_creation_5__bases;
-        tmp_assign_source_50 = SELECT_METACLASS(tmp_metaclass_name_5, tmp_bases_name_5);
-        Py_DECREF(tmp_metaclass_name_5);
-        if (tmp_assign_source_50 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        assert(tmp_class_creation_5__metaclass == NULL);
-        tmp_class_creation_5__metaclass = tmp_assign_source_50;
-    }
-    {
-        nuitka_bool tmp_condition_result_27;
-        PyObject *tmp_key_name_15;
-        PyObject *tmp_dict_arg_name_15;
-        tmp_key_name_15 = mod_consts[61];
-        CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-        tmp_dict_arg_name_15 = tmp_class_creation_5__class_decl_dict;
-        tmp_res = DICT_HAS_ITEM(tmp_dict_arg_name_15, tmp_key_name_15);
-        assert(!(tmp_res == -1));
-        tmp_condition_result_27 = (tmp_res != 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_27 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_17;
-        } else {
-            goto branch_no_17;
-        }
-    }
-    branch_yes_17:;
-    CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-    tmp_dictdel_dict = tmp_class_creation_5__class_decl_dict;
-    tmp_dictdel_key = mod_consts[61];
-    tmp_result = DICT_REMOVE_ITEM(tmp_dictdel_dict, tmp_dictdel_key);
-    if (tmp_result == false) {
-        assert(ERROR_OCCURRED());
-
-        FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-        exception_lineno = 176;
-
-        goto try_except_handler_15;
-    }
-    branch_no_17:;
-    {
-        nuitka_bool tmp_condition_result_28;
-        PyObject *tmp_expression_name_23;
-        CHECK_OBJECT(tmp_class_creation_5__metaclass);
-        tmp_expression_name_23 = tmp_class_creation_5__metaclass;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_23, mod_consts[62]);
-        tmp_condition_result_28 = (tmp_result) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_28 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_18;
-        } else {
-            goto branch_no_18;
-        }
-    }
-    branch_yes_18:;
-    {
-        PyObject *tmp_assign_source_51;
-        PyObject *tmp_called_name_9;
-        PyObject *tmp_expression_name_24;
-        PyObject *tmp_args_name_9;
-        PyObject *tmp_tuple_element_18;
-        PyObject *tmp_kwargs_name_9;
-        CHECK_OBJECT(tmp_class_creation_5__metaclass);
-        tmp_expression_name_24 = tmp_class_creation_5__metaclass;
-        tmp_called_name_9 = LOOKUP_ATTRIBUTE(tmp_expression_name_24, mod_consts[62]);
-        if (tmp_called_name_9 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_tuple_element_18 = mod_consts[44];
-        tmp_args_name_9 = PyTuple_New(2);
-        PyTuple_SET_ITEM0(tmp_args_name_9, 0, tmp_tuple_element_18);
-        CHECK_OBJECT(tmp_class_creation_5__bases);
-        tmp_tuple_element_18 = tmp_class_creation_5__bases;
-        PyTuple_SET_ITEM0(tmp_args_name_9, 1, tmp_tuple_element_18);
-        CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-        tmp_kwargs_name_9 = tmp_class_creation_5__class_decl_dict;
-        frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 176;
-        tmp_assign_source_51 = CALL_FUNCTION(tmp_called_name_9, tmp_args_name_9, tmp_kwargs_name_9);
-        Py_DECREF(tmp_called_name_9);
-        Py_DECREF(tmp_args_name_9);
-        if (tmp_assign_source_51 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        assert(tmp_class_creation_5__prepared == NULL);
-        tmp_class_creation_5__prepared = tmp_assign_source_51;
-    }
-    {
-        nuitka_bool tmp_condition_result_29;
-        PyObject *tmp_operand_name_5;
-        PyObject *tmp_expression_name_25;
-        CHECK_OBJECT(tmp_class_creation_5__prepared);
-        tmp_expression_name_25 = tmp_class_creation_5__prepared;
-        tmp_result = HAS_ATTR_BOOL(tmp_expression_name_25, mod_consts[63]);
-        tmp_operand_name_5 = (tmp_result) ? Py_True : Py_False;
-        tmp_res = CHECK_IF_TRUE(tmp_operand_name_5);
-        if (tmp_res == -1) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_condition_result_29 = (tmp_res == 0) ? NUITKA_BOOL_TRUE : NUITKA_BOOL_FALSE;
-        if (tmp_condition_result_29 == NUITKA_BOOL_TRUE) {
-            goto branch_yes_19;
-        } else {
-            goto branch_no_19;
-        }
-    }
-    branch_yes_19:;
-    {
-        PyObject *tmp_raise_type_5;
-        PyObject *tmp_raise_value_5;
-        PyObject *tmp_left_name_5;
-        PyObject *tmp_right_name_5;
-        PyObject *tmp_tuple_element_19;
-        PyObject *tmp_getattr_target_5;
-        PyObject *tmp_getattr_attr_5;
-        PyObject *tmp_getattr_default_5;
-        tmp_raise_type_5 = PyExc_TypeError;
-        tmp_left_name_5 = mod_consts[64];
-        CHECK_OBJECT(tmp_class_creation_5__metaclass);
-        tmp_getattr_target_5 = tmp_class_creation_5__metaclass;
-        tmp_getattr_attr_5 = mod_consts[65];
-        tmp_getattr_default_5 = mod_consts[66];
-        tmp_tuple_element_19 = BUILTIN_GETATTR(tmp_getattr_target_5, tmp_getattr_attr_5, tmp_getattr_default_5);
-        if (tmp_tuple_element_19 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        tmp_right_name_5 = PyTuple_New(2);
-        {
-            PyObject *tmp_expression_name_26;
-            PyObject *tmp_type_arg_10;
-            PyTuple_SET_ITEM(tmp_right_name_5, 0, tmp_tuple_element_19);
-            CHECK_OBJECT(tmp_class_creation_5__prepared);
-            tmp_type_arg_10 = tmp_class_creation_5__prepared;
-            tmp_expression_name_26 = BUILTIN_TYPE1(tmp_type_arg_10);
-            assert(!(tmp_expression_name_26 == NULL));
-            tmp_tuple_element_19 = LOOKUP_ATTRIBUTE(tmp_expression_name_26, mod_consts[65]);
-            Py_DECREF(tmp_expression_name_26);
-            if (tmp_tuple_element_19 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 176;
-
-                goto tuple_build_exception_5;
-            }
-            PyTuple_SET_ITEM(tmp_right_name_5, 1, tmp_tuple_element_19);
-        }
-        goto tuple_build_noexception_5;
-        // Exception handling pass through code for tuple_build:
-        tuple_build_exception_5:;
-        Py_DECREF(tmp_right_name_5);
-        goto try_except_handler_15;
-        // Finished with no exception for tuple_build:
-        tuple_build_noexception_5:;
-        tmp_raise_value_5 = BINARY_OPERATION_MOD_OBJECT_UNICODE_TUPLE(tmp_left_name_5, tmp_right_name_5);
-        Py_DECREF(tmp_right_name_5);
-        if (tmp_raise_value_5 == NULL) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_15;
-        }
-        exception_type = tmp_raise_type_5;
-        Py_INCREF(tmp_raise_type_5);
-        exception_value = tmp_raise_value_5;
-        exception_lineno = 176;
-        RAISE_EXCEPTION_IMPLICIT(&exception_type, &exception_value, &exception_tb);
-
-        goto try_except_handler_15;
-    }
-    branch_no_19:;
-    goto branch_end_18;
-    branch_no_18:;
-    {
-        PyObject *tmp_assign_source_52;
-        tmp_assign_source_52 = PyDict_New();
-        assert(tmp_class_creation_5__prepared == NULL);
-        tmp_class_creation_5__prepared = tmp_assign_source_52;
-    }
-    branch_end_18:;
-    {
-        PyObject *tmp_assign_source_53;
-        {
-            PyObject *tmp_set_locals_5;
-            CHECK_OBJECT(tmp_class_creation_5__prepared);
-            tmp_set_locals_5 = tmp_class_creation_5__prepared;
-            locals_models$unet3d$model$$$class__5_UNet2D_176 = tmp_set_locals_5;
-            Py_INCREF(tmp_set_locals_5);
-        }
-        // Tried code:
-        // Tried code:
-        tmp_dictset_value = GET_STRING_DICT_VALUE(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[65]);
-
-        if (unlikely(tmp_dictset_value == NULL)) {
-            tmp_dictset_value = GET_MODULE_VARIABLE_VALUE_FALLBACK(mod_consts[65]);
-        }
-
-        assert(!(tmp_dictset_value == NULL));
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__5_UNet2D_176, mod_consts[67], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_17;
-        }
-        tmp_dictset_value = mod_consts[83];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__5_UNet2D_176, mod_consts[48], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_17;
-        }
-        tmp_dictset_value = mod_consts[44];
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__5_UNet2D_176, mod_consts[69], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_17;
-        }
-        if (isFrameUnusable(cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6)) {
-            Py_XDECREF(cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-
-#if _DEBUG_REFCOUNTS
-            if (cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 == NULL) {
-                count_active_frame_cache_instances += 1;
-            } else {
-                count_released_frame_cache_instances += 1;
-            }
-            count_allocated_frame_cache_instances += 1;
-#endif
-            cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 = MAKE_FUNCTION_FRAME(codeobj_c371277ecadaa6cb8a18001c7c4d4b3e, module_models$unet3d$model, sizeof(void *));
-#if _DEBUG_REFCOUNTS
-        } else {
-            count_hit_frame_cache_instances += 1;
-#endif
-        }
-        assert(cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6->m_type_description == NULL);
-        frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 = cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6;
-
-        // Push the new frame as the currently active one.
-        pushFrameStack(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-
-        // Mark the frame object as in use, ref count 1 will be up for reuse.
-        assert(Py_REFCNT(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6) == 2); // Frame stack
-
-        // Framed code:
-        {
-            PyObject *tmp_defaults_5;
-            tmp_defaults_5 = mod_consts[76];
-            Py_INCREF(tmp_defaults_5);
-
-
-            tmp_dictset_value = MAKE_FUNCTION_models$unet3d$model$$$function__6___init__(tmp_defaults_5);
-
-            tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__5_UNet2D_176, mod_consts[1], tmp_dictset_value);
-            Py_DECREF(tmp_dictset_value);
-            if (tmp_res != 0) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 182;
-                type_description_2 = "o";
-                goto frame_exception_exit_6;
-            }
-        }
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-#endif
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        goto frame_no_exception_5;
-
-        frame_exception_exit_6:;
-
-#if 0
-        RESTORE_FRAME_EXCEPTION(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-#endif
-
-        if (exception_tb == NULL) {
-            exception_tb = MAKE_TRACEBACK(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6, exception_lineno);
-        } else if (exception_tb->tb_frame != &frame_c371277ecadaa6cb8a18001c7c4d4b3e_6->m_frame) {
-            exception_tb = ADD_TRACEBACK(exception_tb, frame_c371277ecadaa6cb8a18001c7c4d4b3e_6, exception_lineno);
-        }
-
-        // Attaches locals to frame if any.
-        Nuitka_Frame_AttachLocals(
-            frame_c371277ecadaa6cb8a18001c7c4d4b3e_6,
-            type_description_2,
-            outline_4_var___class__
-        );
-
-
-        // Release cached frame if used for exception.
-        if (frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 == cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6) {
-#if _DEBUG_REFCOUNTS
-            count_active_frame_cache_instances -= 1;
-            count_released_frame_cache_instances += 1;
-#endif
-
-            Py_DECREF(cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-            cache_frame_c371277ecadaa6cb8a18001c7c4d4b3e_6 = NULL;
-        }
-
-        assertFrameObject(frame_c371277ecadaa6cb8a18001c7c4d4b3e_6);
-
-        // Put the previous frame back on top.
-        popFrameStack();
-
-        // Return the error.
-        goto nested_frame_exit_5;
-
-        frame_no_exception_5:;
-        goto skip_nested_handling_5;
-        nested_frame_exit_5:;
-
-        goto try_except_handler_17;
-        skip_nested_handling_5:;
-        {
-            nuitka_bool tmp_condition_result_30;
-            PyObject *tmp_compexpr_left_5;
-            PyObject *tmp_compexpr_right_5;
-            CHECK_OBJECT(tmp_class_creation_5__bases);
-            tmp_compexpr_left_5 = tmp_class_creation_5__bases;
-            CHECK_OBJECT(tmp_class_creation_5__bases_orig);
-            tmp_compexpr_right_5 = tmp_class_creation_5__bases_orig;
-            tmp_condition_result_30 = RICH_COMPARE_NE_NBOOL_OBJECT_TUPLE(tmp_compexpr_left_5, tmp_compexpr_right_5);
-            if (tmp_condition_result_30 == NUITKA_BOOL_EXCEPTION) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 176;
-
-                goto try_except_handler_17;
-            }
-            if (tmp_condition_result_30 == NUITKA_BOOL_TRUE) {
-                goto branch_yes_20;
-            } else {
-                goto branch_no_20;
-            }
-            assert(tmp_condition_result_30 != NUITKA_BOOL_UNASSIGNED);
-        }
-        branch_yes_20:;
-        CHECK_OBJECT(tmp_class_creation_5__bases_orig);
-        tmp_dictset_value = tmp_class_creation_5__bases_orig;
-        tmp_res = PyObject_SetItem(locals_models$unet3d$model$$$class__5_UNet2D_176, mod_consts[74], tmp_dictset_value);
-        if (tmp_res != 0) {
-            assert(ERROR_OCCURRED());
-
-            FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-            exception_lineno = 176;
-
-            goto try_except_handler_17;
-        }
-        branch_no_20:;
-        {
-            PyObject *tmp_assign_source_54;
-            PyObject *tmp_called_name_10;
-            PyObject *tmp_args_name_10;
-            PyObject *tmp_tuple_element_20;
-            PyObject *tmp_kwargs_name_10;
-            CHECK_OBJECT(tmp_class_creation_5__metaclass);
-            tmp_called_name_10 = tmp_class_creation_5__metaclass;
-            tmp_tuple_element_20 = mod_consts[44];
-            tmp_args_name_10 = PyTuple_New(3);
-            PyTuple_SET_ITEM0(tmp_args_name_10, 0, tmp_tuple_element_20);
-            CHECK_OBJECT(tmp_class_creation_5__bases);
-            tmp_tuple_element_20 = tmp_class_creation_5__bases;
-            PyTuple_SET_ITEM0(tmp_args_name_10, 1, tmp_tuple_element_20);
-            tmp_tuple_element_20 = locals_models$unet3d$model$$$class__5_UNet2D_176;
-            PyTuple_SET_ITEM0(tmp_args_name_10, 2, tmp_tuple_element_20);
-            CHECK_OBJECT(tmp_class_creation_5__class_decl_dict);
-            tmp_kwargs_name_10 = tmp_class_creation_5__class_decl_dict;
-            frame_538bf138f16ddd30bd4432efc7d5498a->m_frame.f_lineno = 176;
-            tmp_assign_source_54 = CALL_FUNCTION(tmp_called_name_10, tmp_args_name_10, tmp_kwargs_name_10);
-            Py_DECREF(tmp_args_name_10);
-            if (tmp_assign_source_54 == NULL) {
-                assert(ERROR_OCCURRED());
-
-                FETCH_ERROR_OCCURRED(&exception_type, &exception_value, &exception_tb);
-
-
-                exception_lineno = 176;
-
-                goto try_except_handler_17;
-            }
-            assert(outline_4_var___class__ == NULL);
-            outline_4_var___class__ = tmp_assign_source_54;
-        }
-        CHECK_OBJECT(outline_4_var___class__);
-        tmp_assign_source_53 = outline_4_var___class__;
-        Py_INCREF(tmp_assign_source_53);
-        goto try_return_handler_17;
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_17:;
-        Py_DECREF(locals_models$unet3d$model$$$class__5_UNet2D_176);
-        locals_models$unet3d$model$$$class__5_UNet2D_176 = NULL;
-        goto try_return_handler_16;
-        // Exception handler code:
-        try_except_handler_17:;
-        exception_keeper_type_15 = exception_type;
-        exception_keeper_value_15 = exception_value;
-        exception_keeper_tb_15 = exception_tb;
-        exception_keeper_lineno_15 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        Py_DECREF(locals_models$unet3d$model$$$class__5_UNet2D_176);
-        locals_models$unet3d$model$$$class__5_UNet2D_176 = NULL;
-        // Re-raise.
-        exception_type = exception_keeper_type_15;
-        exception_value = exception_keeper_value_15;
-        exception_tb = exception_keeper_tb_15;
-        exception_lineno = exception_keeper_lineno_15;
-
-        goto try_except_handler_16;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("tried codes exits in all cases");
-        return NULL;
-        // Return handler code:
-        try_return_handler_16:;
-        CHECK_OBJECT(outline_4_var___class__);
-        Py_DECREF(outline_4_var___class__);
-        outline_4_var___class__ = NULL;
-        goto outline_result_5;
-        // Exception handler code:
-        try_except_handler_16:;
-        exception_keeper_type_16 = exception_type;
-        exception_keeper_value_16 = exception_value;
-        exception_keeper_tb_16 = exception_tb;
-        exception_keeper_lineno_16 = exception_lineno;
-        exception_type = NULL;
-        exception_value = NULL;
-        exception_tb = NULL;
-        exception_lineno = 0;
-
-        // Re-raise.
-        exception_type = exception_keeper_type_16;
-        exception_value = exception_keeper_value_16;
-        exception_tb = exception_keeper_tb_16;
-        exception_lineno = exception_keeper_lineno_16;
-
-        goto outline_exception_5;
-        // End of try:
-        NUITKA_CANNOT_GET_HERE("Return statement must have exited already.");
-        return NULL;
-        outline_exception_5:;
-        exception_lineno = 176;
-        goto try_except_handler_15;
-        outline_result_5:;
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[44], tmp_assign_source_53);
-    }
-    goto try_end_7;
-    // Exception handler code:
-    try_except_handler_15:;
-    exception_keeper_type_17 = exception_type;
-    exception_keeper_value_17 = exception_value;
-    exception_keeper_tb_17 = exception_tb;
-    exception_keeper_lineno_17 = exception_lineno;
-    exception_type = NULL;
-    exception_value = NULL;
-    exception_tb = NULL;
-    exception_lineno = 0;
-
-    Py_XDECREF(tmp_class_creation_5__bases_orig);
-    tmp_class_creation_5__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_5__bases);
-    tmp_class_creation_5__bases = NULL;
-    Py_XDECREF(tmp_class_creation_5__class_decl_dict);
-    tmp_class_creation_5__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_5__metaclass);
-    tmp_class_creation_5__metaclass = NULL;
-    Py_XDECREF(tmp_class_creation_5__prepared);
-    tmp_class_creation_5__prepared = NULL;
-    // Re-raise.
-    exception_type = exception_keeper_type_17;
-    exception_value = exception_keeper_value_17;
-    exception_tb = exception_keeper_tb_17;
-    exception_lineno = exception_keeper_lineno_17;
-
-    goto frame_exception_exit_1;
-    // End of try:
-    try_end_7:;
-
-    // Restore frame exception if necessary.
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_538bf138f16ddd30bd4432efc7d5498a);
-#endif
-    popFrameStack();
-
-    assertFrameObject(frame_538bf138f16ddd30bd4432efc7d5498a);
-
-    goto frame_no_exception_6;
-
-    frame_exception_exit_1:;
-#if 0
-    RESTORE_FRAME_EXCEPTION(frame_538bf138f16ddd30bd4432efc7d5498a);
-#endif
-
-    if (exception_tb == NULL) {
-        exception_tb = MAKE_TRACEBACK(frame_538bf138f16ddd30bd4432efc7d5498a, exception_lineno);
-    } else if (exception_tb->tb_frame != &frame_538bf138f16ddd30bd4432efc7d5498a->m_frame) {
-        exception_tb = ADD_TRACEBACK(exception_tb, frame_538bf138f16ddd30bd4432efc7d5498a, exception_lineno);
-    }
-
-    // Put the previous frame back on top.
-    popFrameStack();
-
-    // Return the error.
-    goto module_exception_exit;
-
-    frame_no_exception_6:;
-    CHECK_OBJECT(tmp_class_creation_5__bases_orig);
-    Py_DECREF(tmp_class_creation_5__bases_orig);
-    tmp_class_creation_5__bases_orig = NULL;
-    Py_XDECREF(tmp_class_creation_5__bases);
-    tmp_class_creation_5__bases = NULL;
-    Py_XDECREF(tmp_class_creation_5__class_decl_dict);
-    tmp_class_creation_5__class_decl_dict = NULL;
-    Py_XDECREF(tmp_class_creation_5__metaclass);
-    tmp_class_creation_5__metaclass = NULL;
-    CHECK_OBJECT(tmp_class_creation_5__prepared);
-    Py_DECREF(tmp_class_creation_5__prepared);
-    tmp_class_creation_5__prepared = NULL;
-    {
-        PyObject *tmp_assign_source_55;
-
-
-        tmp_assign_source_55 = MAKE_FUNCTION_models$unet3d$model$$$function__7_get_model();
-
-        UPDATE_STRING_DICT1(moduledict_models$unet3d$model, (Nuitka_StringObject *)mod_consts[85], tmp_assign_source_55);
-    }
-
-    return module_models$unet3d$model;
-    module_exception_exit:
-    RESTORE_ERROR_OCCURRED(exception_type, exception_value, exception_tb);
-    return NULL;
-}
-