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Diffstat (limited to 'experiments/ml3.c')
-rw-r--r--experiments/ml3.c1306
1 files changed, 520 insertions, 786 deletions
diff --git a/experiments/ml3.c b/experiments/ml3.c
index 64796d7..90842d8 100644
--- a/experiments/ml3.c
+++ b/experiments/ml3.c
@@ -1177,11 +1177,10 @@ int __pyx_module_is_main_ml3 = 0;
/* Implementation of 'ml3' */
static PyObject *__pyx_builtin_enumerate;
-static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_RuntimeError;
-static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_root_victims, PyObject *__pyx_v_victims, PyObject *__pyx_v_non_victims, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_age, __pyx_t_3ml3_DTYPE_t __pyx_v_alpha, __pyx_t_3ml3_DTYPE_t __pyx_v_delta); /* proto */
+static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_root_victims, PyObject *__pyx_v_victims, CYTHON_UNUSED PyObject *__pyx_v_non_victims, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_age, __pyx_t_3ml3_DTYPE_t __pyx_v_alpha, __pyx_t_3ml3_DTYPE_t __pyx_v_delta); /* proto */
static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static char __pyx_k_B[] = "B";
@@ -1233,14 +1232,12 @@ static char __pyx_k_arange[] = "arange";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_thresh[] = "thresh";
static char __pyx_k_float64[] = "float64";
-static char __pyx_k_n_nodes[] = "n_nodes";
static char __pyx_k_n_roots[] = "n_roots";
static char __pyx_k_parents[] = "parents";
static char __pyx_k_victims[] = "victims";
static char __pyx_k_beta_add[] = "beta_add";
static char __pyx_k_failures[] = "failures";
static char __pyx_k_max_beta[] = "max_beta";
-static char __pyx_k_probs_nv[] = "probs_nv";
static char __pyx_k_enumerate[] = "enumerate";
static char __pyx_k_max_roots[] = "max_roots";
static char __pyx_k_n_victims[] = "n_victims";
@@ -1293,7 +1290,6 @@ static PyObject *__pyx_n_s_max_beta;
static PyObject *__pyx_n_s_max_beta_add;
static PyObject *__pyx_n_s_max_roots;
static PyObject *__pyx_n_s_ml3;
-static PyObject *__pyx_n_s_n_nodes;
static PyObject *__pyx_n_s_n_roots;
static PyObject *__pyx_n_s_n_victims;
static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous;
@@ -1307,7 +1303,6 @@ static PyObject *__pyx_n_s_parents;
static PyObject *__pyx_n_s_prob;
static PyObject *__pyx_n_s_probs;
static PyObject *__pyx_n_s_probs_fail;
-static PyObject *__pyx_n_s_probs_nv;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_root_victims;
static PyObject *__pyx_n_s_roots;
@@ -1323,9 +1318,9 @@ static PyObject *__pyx_n_s_w1;
static PyObject *__pyx_n_s_w2;
static PyObject *__pyx_n_s_w3;
static PyObject *__pyx_n_s_zeros;
+static PyObject *__pyx_float__1;
static PyObject *__pyx_float_1_;
-static PyObject *__pyx_float__05;
-static PyObject *__pyx_float_0_09;
+static PyObject *__pyx_float_0_1;
static PyObject *__pyx_tuple_;
static PyObject *__pyx_tuple__2;
static PyObject *__pyx_tuple__3;
@@ -1450,7 +1445,7 @@ static __pyx_t_3ml3_DTYPE_t __pyx_f_3ml3_weight_success(int __pyx_v_dist, int __
static __pyx_t_3ml3_DTYPE_t __pyx_f_3ml3_weight_failure(int __pyx_v_dist, int __pyx_v_dt, __pyx_t_3ml3_DTYPE_t __pyx_v_alpha, __pyx_t_3ml3_DTYPE_t __pyx_v_delta, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_w1, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_w2, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_w3) {
__pyx_t_3ml3_DTYPE_t __pyx_v_structural;
- __pyx_t_3ml3_DTYPE_t __pyx_v_temporal;
+ CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_temporal;
__pyx_t_3ml3_DTYPE_t __pyx_v_result;
__pyx_t_3ml3_DTYPE_t __pyx_r;
__Pyx_RefNannyDeclarations
@@ -1470,21 +1465,21 @@ static __pyx_t_3ml3_DTYPE_t __pyx_f_3ml3_weight_failure(int __pyx_v_dist, int __
* # structural = plogis(w1,delta) * plogis(w2,delta) * plogis(w3,delta)
* temporal = exp(-alpha * dt) # <<<<<<<<<<<<<<
* # temporal = 1. - 1. / (1. + dt/alpha)**0.01
- * result = log(1. - structural + structural * temporal)
+ * result = log(1. - structural)
*/
__pyx_v_temporal = exp(((-__pyx_v_alpha) * __pyx_v_dt));
/* "ml3.pyx":35
* temporal = exp(-alpha * dt)
* # temporal = 1. - 1. / (1. + dt/alpha)**0.01
- * result = log(1. - structural + structural * temporal) # <<<<<<<<<<<<<<
+ * result = log(1. - structural) # <<<<<<<<<<<<<<
* # print 'stnv', structural, temporal
* return result
*/
- __pyx_v_result = log(((1. - __pyx_v_structural) + (__pyx_v_structural * __pyx_v_temporal)));
+ __pyx_v_result = log((1. - __pyx_v_structural));
/* "ml3.pyx":37
- * result = log(1. - structural + structural * temporal)
+ * result = log(1. - structural)
* # print 'stnv', structural, temporal
* return result # <<<<<<<<<<<<<<
*
@@ -1521,7 +1516,7 @@ static PyMethodDef __pyx_mdef_3ml3_1ml3 = {"ml3", (PyCFunction)__pyx_pw_3ml3_1ml
static PyObject *__pyx_pw_3ml3_1ml3(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
PyObject *__pyx_v_root_victims = 0;
PyObject *__pyx_v_victims = 0;
- PyObject *__pyx_v_non_victims = 0;
+ CYTHON_UNUSED PyObject *__pyx_v_non_victims = 0;
CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_age;
__pyx_t_3ml3_DTYPE_t __pyx_v_alpha;
__pyx_t_3ml3_DTYPE_t __pyx_v_delta;
@@ -1620,10 +1615,9 @@ static PyObject *__pyx_pw_3ml3_1ml3(PyObject *__pyx_self, PyObject *__pyx_args,
return __pyx_r;
}
-static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_root_victims, PyObject *__pyx_v_victims, PyObject *__pyx_v_non_victims, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_age, __pyx_t_3ml3_DTYPE_t __pyx_v_alpha, __pyx_t_3ml3_DTYPE_t __pyx_v_delta) {
+static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_root_victims, PyObject *__pyx_v_victims, CYTHON_UNUSED PyObject *__pyx_v_non_victims, CYTHON_UNUSED __pyx_t_3ml3_DTYPE_t __pyx_v_age, __pyx_t_3ml3_DTYPE_t __pyx_v_alpha, __pyx_t_3ml3_DTYPE_t __pyx_v_delta) {
int __pyx_v_n_roots;
int __pyx_v_n_victims;
- CYTHON_UNUSED int __pyx_v_n_nodes;
int __pyx_v_roots;
int __pyx_v_i;
int __pyx_v_dist;
@@ -1639,7 +1633,6 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
PyObject *__pyx_v_successes = 0;
PyArrayObject *__pyx_v_probs = 0;
PyArrayObject *__pyx_v_probs_fail = 0;
- PyArrayObject *__pyx_v_probs_nv = 0;
PyArrayObject *__pyx_v_parent_dists = 0;
PyArrayObject *__pyx_v_parent_dts = 0;
PyObject *__pyx_v_dists = NULL;
@@ -1659,8 +1652,6 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
__Pyx_Buffer __pyx_pybuffer_probs;
__Pyx_LocalBuf_ND __pyx_pybuffernd_probs_fail;
__Pyx_Buffer __pyx_pybuffer_probs_fail;
- __Pyx_LocalBuf_ND __pyx_pybuffernd_probs_nv;
- __Pyx_Buffer __pyx_pybuffer_probs_nv;
PyObject *__pyx_r = NULL;
__Pyx_RefNannyDeclarations
Py_ssize_t __pyx_t_1;
@@ -1673,31 +1664,29 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
PyArrayObject *__pyx_t_8 = NULL;
PyArrayObject *__pyx_t_9 = NULL;
PyArrayObject *__pyx_t_10 = NULL;
- PyArrayObject *__pyx_t_11 = NULL;
+ int __pyx_t_11;
int __pyx_t_12;
int __pyx_t_13;
- int __pyx_t_14;
- Py_ssize_t __pyx_t_15;
+ Py_ssize_t __pyx_t_14;
+ PyObject *__pyx_t_15 = NULL;
PyObject *__pyx_t_16 = NULL;
PyObject *__pyx_t_17 = NULL;
PyObject *__pyx_t_18 = NULL;
PyObject *__pyx_t_19 = NULL;
PyObject *__pyx_t_20 = NULL;
- PyObject *__pyx_t_21 = NULL;
- PyObject *(*__pyx_t_22)(PyObject *);
- int __pyx_t_23;
+ PyObject *(*__pyx_t_21)(PyObject *);
+ int __pyx_t_22;
+ __pyx_t_3ml3_DTYPE_t __pyx_t_23;
__pyx_t_3ml3_DTYPE_t __pyx_t_24;
__pyx_t_3ml3_DTYPE_t __pyx_t_25;
- __pyx_t_3ml3_DTYPE_t __pyx_t_26;
- double __pyx_t_27;
+ double __pyx_t_26;
+ int __pyx_t_27;
int __pyx_t_28;
int __pyx_t_29;
int __pyx_t_30;
int __pyx_t_31;
int __pyx_t_32;
- int __pyx_t_33;
- int __pyx_t_34;
- PyObject *(*__pyx_t_35)(PyObject *);
+ PyObject *(*__pyx_t_33)(PyObject *);
int __pyx_lineno = 0;
const char *__pyx_filename = NULL;
int __pyx_clineno = 0;
@@ -1710,10 +1699,6 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
__pyx_pybuffer_probs_fail.refcount = 0;
__pyx_pybuffernd_probs_fail.data = NULL;
__pyx_pybuffernd_probs_fail.rcbuffer = &__pyx_pybuffer_probs_fail;
- __pyx_pybuffer_probs_nv.pybuffer.buf = NULL;
- __pyx_pybuffer_probs_nv.refcount = 0;
- __pyx_pybuffernd_probs_nv.data = NULL;
- __pyx_pybuffernd_probs_nv.rcbuffer = &__pyx_pybuffer_probs_nv;
__pyx_pybuffer_parent_dists.pybuffer.buf = NULL;
__pyx_pybuffer_parent_dists.refcount = 0;
__pyx_pybuffernd_parent_dists.data = NULL;
@@ -1727,8 +1712,8 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
* DTYPE_t beta, ll, beta_add, max_beta, max_beta_add
* list parents, failures, successes
* n_roots, n_victims = len(root_victims), len(victims) # <<<<<<<<<<<<<<
- * n_nodes = 148152
* cdef:
+ * np.ndarray[DTYPE_t] probs = np.zeros(n_victims, dtype=DTYPE)
*/
if (unlikely(__pyx_v_root_victims == Py_None)) {
PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
@@ -1743,52 +1728,43 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
__pyx_v_n_roots = __pyx_t_1;
__pyx_v_n_victims = __pyx_t_2;
- /* "ml3.pyx":46
- * list parents, failures, successes
+ /* "ml3.pyx":47
* n_roots, n_victims = len(root_victims), len(victims)
- * n_nodes = 148152 # <<<<<<<<<<<<<<
- * cdef:
- * np.ndarray[DTYPE_t] probs = np.zeros(n_victims, dtype=DTYPE)
- */
- __pyx_v_n_nodes = 148152;
-
- /* "ml3.pyx":48
- * n_nodes = 148152
* cdef:
* np.ndarray[DTYPE_t] probs = np.zeros(n_victims, dtype=DTYPE) # <<<<<<<<<<<<<<
* np.ndarray[DTYPE_t] probs_fail = np.zeros(n_victims, dtype=DTYPE)
- * np.ndarray[DTYPE_t] probs_nv = np.zeros(len(non_victims), dtype=DTYPE)
+ * np.ndarray[DTYPE_t] parent_dists = np.zeros(n_victims, dtype=DTYPE)
*/
- __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
- __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_zeros); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_zeros); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_4);
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_n_victims); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_n_victims); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
- __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_5);
PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
__Pyx_GIVEREF(__pyx_t_3);
__pyx_t_3 = 0;
- __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
- __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_DTYPE); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_DTYPE); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_6);
- if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
- __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_6);
__Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
__Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
__Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
- if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
{
__Pyx_BufFmt_StackElem __pyx_stack[1];
if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_probs.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_3ml3_DTYPE_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
__pyx_v_probs = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_probs.rcbuffer->pybuffer.buf = NULL;
- {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
} else {__pyx_pybuffernd_probs.diminfo[0].strides = __pyx_pybuffernd_probs.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_probs.diminfo[0].shape = __pyx_pybuffernd_probs.rcbuffer->pybuffer.shape[0];
}
}
@@ -1796,43 +1772,43 @@ static PyObject *__pyx_pf_3ml3_ml3(CYTHON_UNUSED PyObject *__pyx_self, PyObject
__pyx_v_probs = ((PyArrayObject *)__pyx_t_6);
__pyx_t_6 = 0;
- /* "ml3.pyx":49
+ /* "ml3.pyx":48
* cdef:
* np.ndarray[DTYPE_t] probs = np.zeros(n_victims, dtype=DTYPE)
* np.ndarray[DTYPE_t] probs_fail = np.zeros(n_victims, dtype=DTYPE) # <<<<<<<<<<<<<<
- * np.ndarray[DTYPE_t] probs_nv = np.zeros(len(non_victims), dtype=DTYPE)
* np.ndarray[DTYPE_t] parent_dists = np.zeros(n_victims, dtype=DTYPE)
+ * np.ndarray[DTYPE_t] parent_dts = np.zeros(n_victims, dtype=DTYPE)
*/
- __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_6);
- __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
+ __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
__Pyx_GOTREF(__pyx_t_3);
__Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
- __pyx_t_6 = __Pyx_PyInt_From_int(__pyx_v_n_victims); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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*/
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