Add files using upload-large-folder tool

.gitattributes

@@ -1286,3 +1286,6 @@ evalkit_tf437/lib/python3.10/site-packages/sympy/tensor/__pycache__/tensor.cpyth
 falcon/lib/python3.10/site-packages/altair/vegalite/v5/schema/__pycache__/core.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text
 falcon/lib/python3.10/site-packages/pandas/_libs/algos.cpython-310-x86_64-linux-gnu.so filter=lfs diff=lfs merge=lfs -text
 falcon/lib/python3.10/site-packages/pandas/_libs/sas.cpython-310-x86_64-linux-gnu.so filter=lfs diff=lfs merge=lfs -text
+evalkit_tf437/lib/python3.10/site-packages/pandas/tests/tools/__pycache__/test_to_datetime.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text
+evalkit_tf437/lib/python3.10/site-packages/fontTools/__pycache__/agl.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text
+evalkit_tf437/lib/python3.10/site-packages/fontTools/subset/__pycache__/__init__.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text

evalkit_tf437/lib/python3.10/site-packages/fontTools/__pycache__/agl.cpython-310.pyc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9d403d5523ae64d363235479d1a7b6badb7fb0a68b31189f707c222a15d76c3
+size 111025

evalkit_tf437/lib/python3.10/site-packages/fontTools/subset/__pycache__/__init__.cpython-310.pyc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:546cf800c5e8737b465666acd9627825fd263c6bfcdbe0ad32699ae197dfdc19
+size 103651

evalkit_tf437/lib/python3.10/site-packages/numpy/core/include/numpy/ndarraytypes.h

@@ -0,0 +1,1945 @@
+#ifndef NUMPY_CORE_INCLUDE_NUMPY_NDARRAYTYPES_H_
+#define NUMPY_CORE_INCLUDE_NUMPY_NDARRAYTYPES_H_
+
+#include "npy_common.h"
+#include "npy_endian.h"
+#include "npy_cpu.h"
+#include "utils.h"
+
+#define NPY_NO_EXPORT NPY_VISIBILITY_HIDDEN
+
+/* Only use thread if configured in config and python supports it */
+#if defined WITH_THREAD && !NPY_NO_SMP
+        #define NPY_ALLOW_THREADS 1
+#else
+        #define NPY_ALLOW_THREADS 0
+#endif
+
+#ifndef __has_extension
+#define __has_extension(x) 0
+#endif
+
+#if !defined(_NPY_NO_DEPRECATIONS) && \
+    ((defined(__GNUC__)&& __GNUC__ >= 6) || \
+     __has_extension(attribute_deprecated_with_message))
+#define NPY_ATTR_DEPRECATE(text) __attribute__ ((deprecated (text)))
+#else
+#define NPY_ATTR_DEPRECATE(text)
+#endif
+
+/*
+ * There are several places in the code where an array of dimensions
+ * is allocated statically.  This is the size of that static
+ * allocation.
+ *
+ * The array creation itself could have arbitrary dimensions but all
+ * the places where static allocation is used would need to be changed
+ * to dynamic (including inside of several structures)
+ */
+
+#define NPY_MAXDIMS 32
+#define NPY_MAXARGS 32
+
+/* Used for Converter Functions "O&" code in ParseTuple */
+#define NPY_FAIL 0
+#define NPY_SUCCEED 1
+
+
+enum NPY_TYPES {    NPY_BOOL=0,
+                    NPY_BYTE, NPY_UBYTE,
+                    NPY_SHORT, NPY_USHORT,
+                    NPY_INT, NPY_UINT,
+                    NPY_LONG, NPY_ULONG,
+                    NPY_LONGLONG, NPY_ULONGLONG,
+                    NPY_FLOAT, NPY_DOUBLE, NPY_LONGDOUBLE,
+                    NPY_CFLOAT, NPY_CDOUBLE, NPY_CLONGDOUBLE,
+                    NPY_OBJECT=17,
+                    NPY_STRING, NPY_UNICODE,
+                    NPY_VOID,
+                    /*
+                     * New 1.6 types appended, may be integrated
+                     * into the above in 2.0.
+                     */
+                    NPY_DATETIME, NPY_TIMEDELTA, NPY_HALF,
+
+                    NPY_NTYPES,
+                    NPY_NOTYPE,
+                    NPY_CHAR NPY_ATTR_DEPRECATE("Use NPY_STRING"),
+                    NPY_USERDEF=256,  /* leave room for characters */
+
+                    /* The number of types not including the new 1.6 types */
+                    NPY_NTYPES_ABI_COMPATIBLE=21
+};
+#if defined(_MSC_VER) && !defined(__clang__)
+#pragma deprecated(NPY_CHAR)
+#endif
+
+/* basetype array priority */
+#define NPY_PRIORITY 0.0
+
+/* default subtype priority */
+#define NPY_SUBTYPE_PRIORITY 1.0
+
+/* default scalar priority */
+#define NPY_SCALAR_PRIORITY -1000000.0
+
+/* How many floating point types are there (excluding half) */
+#define NPY_NUM_FLOATTYPE 3
+
+/*
+ * These characters correspond to the array type and the struct
+ * module
+ */
+
+enum NPY_TYPECHAR {
+        NPY_BOOLLTR = '?',
+        NPY_BYTELTR = 'b',
+        NPY_UBYTELTR = 'B',
+        NPY_SHORTLTR = 'h',
+        NPY_USHORTLTR = 'H',
+        NPY_INTLTR = 'i',
+        NPY_UINTLTR = 'I',
+        NPY_LONGLTR = 'l',
+        NPY_ULONGLTR = 'L',
+        NPY_LONGLONGLTR = 'q',
+        NPY_ULONGLONGLTR = 'Q',
+        NPY_HALFLTR = 'e',
+        NPY_FLOATLTR = 'f',
+        NPY_DOUBLELTR = 'd',
+        NPY_LONGDOUBLELTR = 'g',
+        NPY_CFLOATLTR = 'F',
+        NPY_CDOUBLELTR = 'D',
+        NPY_CLONGDOUBLELTR = 'G',
+        NPY_OBJECTLTR = 'O',
+        NPY_STRINGLTR = 'S',
+        NPY_STRINGLTR2 = 'a',
+        NPY_UNICODELTR = 'U',
+        NPY_VOIDLTR = 'V',
+        NPY_DATETIMELTR = 'M',
+        NPY_TIMEDELTALTR = 'm',
+        NPY_CHARLTR = 'c',
+
+        /*
+         * No Descriptor, just a define -- this let's
+         * Python users specify an array of integers
+         * large enough to hold a pointer on the
+         * platform
+         */
+        NPY_INTPLTR = 'p',
+        NPY_UINTPLTR = 'P',
+
+        /*
+         * These are for dtype 'kinds', not dtype 'typecodes'
+         * as the above are for.
+         */
+        NPY_GENBOOLLTR ='b',
+        NPY_SIGNEDLTR = 'i',
+        NPY_UNSIGNEDLTR = 'u',
+        NPY_FLOATINGLTR = 'f',
+        NPY_COMPLEXLTR = 'c'
+};
+
+/*
+ * Changing this may break Numpy API compatibility
+ * due to changing offsets in PyArray_ArrFuncs, so be
+ * careful. Here we have reused the mergesort slot for
+ * any kind of stable sort, the actual implementation will
+ * depend on the data type.
+ */
+typedef enum {
+        NPY_QUICKSORT=0,
+        NPY_HEAPSORT=1,
+        NPY_MERGESORT=2,
+        NPY_STABLESORT=2,
+} NPY_SORTKIND;
+#define NPY_NSORTS (NPY_STABLESORT + 1)
+
+
+typedef enum {
+        NPY_INTROSELECT=0
+} NPY_SELECTKIND;
+#define NPY_NSELECTS (NPY_INTROSELECT + 1)
+
+
+typedef enum {
+        NPY_SEARCHLEFT=0,
+        NPY_SEARCHRIGHT=1
+} NPY_SEARCHSIDE;
+#define NPY_NSEARCHSIDES (NPY_SEARCHRIGHT + 1)
+
+
+typedef enum {
+        NPY_NOSCALAR=-1,
+        NPY_BOOL_SCALAR,
+        NPY_INTPOS_SCALAR,
+        NPY_INTNEG_SCALAR,
+        NPY_FLOAT_SCALAR,
+        NPY_COMPLEX_SCALAR,
+        NPY_OBJECT_SCALAR
+} NPY_SCALARKIND;
+#define NPY_NSCALARKINDS (NPY_OBJECT_SCALAR + 1)
+
+/* For specifying array memory layout or iteration order */
+typedef enum {
+        /* Fortran order if inputs are all Fortran, C otherwise */
+        NPY_ANYORDER=-1,
+        /* C order */
+        NPY_CORDER=0,
+        /* Fortran order */
+        NPY_FORTRANORDER=1,
+        /* An order as close to the inputs as possible */
+        NPY_KEEPORDER=2
+} NPY_ORDER;
+
+/* For specifying allowed casting in operations which support it */
+typedef enum {
+        _NPY_ERROR_OCCURRED_IN_CAST = -1,
+        /* Only allow identical types */
+        NPY_NO_CASTING=0,
+        /* Allow identical and byte swapped types */
+        NPY_EQUIV_CASTING=1,
+        /* Only allow safe casts */
+        NPY_SAFE_CASTING=2,
+        /* Allow safe casts or casts within the same kind */
+        NPY_SAME_KIND_CASTING=3,
+        /* Allow any casts */
+        NPY_UNSAFE_CASTING=4,
+} NPY_CASTING;
+
+typedef enum {
+        NPY_CLIP=0,
+        NPY_WRAP=1,
+        NPY_RAISE=2
+} NPY_CLIPMODE;
+
+typedef enum {
+        NPY_VALID=0,
+        NPY_SAME=1,
+        NPY_FULL=2
+} NPY_CORRELATEMODE;
+
+/* The special not-a-time (NaT) value */
+#define NPY_DATETIME_NAT NPY_MIN_INT64
+
+/*
+ * Upper bound on the length of a DATETIME ISO 8601 string
+ *   YEAR: 21 (64-bit year)
+ *   MONTH: 3
+ *   DAY: 3
+ *   HOURS: 3
+ *   MINUTES: 3
+ *   SECONDS: 3
+ *   ATTOSECONDS: 1 + 3*6
+ *   TIMEZONE: 5
+ *   NULL TERMINATOR: 1
+ */
+#define NPY_DATETIME_MAX_ISO8601_STRLEN (21 + 3*5 + 1 + 3*6 + 6 + 1)
+
+/* The FR in the unit names stands for frequency */
+typedef enum {
+        /* Force signed enum type, must be -1 for code compatibility */
+        NPY_FR_ERROR = -1,      /* error or undetermined */
+
+        /* Start of valid units */
+        NPY_FR_Y = 0,           /* Years */
+        NPY_FR_M = 1,           /* Months */
+        NPY_FR_W = 2,           /* Weeks */
+        /* Gap where 1.6 NPY_FR_B (value 3) was */
+        NPY_FR_D = 4,           /* Days */
+        NPY_FR_h = 5,           /* hours */
+        NPY_FR_m = 6,           /* minutes */
+        NPY_FR_s = 7,           /* seconds */
+        NPY_FR_ms = 8,          /* milliseconds */
+        NPY_FR_us = 9,          /* microseconds */
+        NPY_FR_ns = 10,         /* nanoseconds */
+        NPY_FR_ps = 11,         /* picoseconds */
+        NPY_FR_fs = 12,         /* femtoseconds */
+        NPY_FR_as = 13,         /* attoseconds */
+        NPY_FR_GENERIC = 14     /* unbound units, can convert to anything */
+} NPY_DATETIMEUNIT;
+
+/*
+ * NOTE: With the NPY_FR_B gap for 1.6 ABI compatibility, NPY_DATETIME_NUMUNITS
+ * is technically one more than the actual number of units.
+ */
+#define NPY_DATETIME_NUMUNITS (NPY_FR_GENERIC + 1)
+#define NPY_DATETIME_DEFAULTUNIT NPY_FR_GENERIC
+
+/*
+ * Business day conventions for mapping invalid business
+ * days to valid business days.
+ */
+typedef enum {
+    /* Go forward in time to the following business day. */
+    NPY_BUSDAY_FORWARD,
+    NPY_BUSDAY_FOLLOWING = NPY_BUSDAY_FORWARD,
+    /* Go backward in time to the preceding business day. */
+    NPY_BUSDAY_BACKWARD,
+    NPY_BUSDAY_PRECEDING = NPY_BUSDAY_BACKWARD,
+    /*
+     * Go forward in time to the following business day, unless it
+     * crosses a month boundary, in which case go backward
+     */
+    NPY_BUSDAY_MODIFIEDFOLLOWING,
+    /*
+     * Go backward in time to the preceding business day, unless it
+     * crosses a month boundary, in which case go forward.
+     */
+    NPY_BUSDAY_MODIFIEDPRECEDING,
+    /* Produce a NaT for non-business days. */
+    NPY_BUSDAY_NAT,
+    /* Raise an exception for non-business days. */
+    NPY_BUSDAY_RAISE
+} NPY_BUSDAY_ROLL;
+
+/************************************************************
+ * NumPy Auxiliary Data for inner loops, sort functions, etc.
+ ************************************************************/
+
+/*
+ * When creating an auxiliary data struct, this should always appear
+ * as the first member, like this:
+ *
+ * typedef struct {
+ *     NpyAuxData base;
+ *     double constant;
+ * } constant_multiplier_aux_data;
+ */
+typedef struct NpyAuxData_tag NpyAuxData;
+
+/* Function pointers for freeing or cloning auxiliary data */
+typedef void (NpyAuxData_FreeFunc) (NpyAuxData *);
+typedef NpyAuxData *(NpyAuxData_CloneFunc) (NpyAuxData *);
+
+struct NpyAuxData_tag {
+    NpyAuxData_FreeFunc *free;
+    NpyAuxData_CloneFunc *clone;
+    /* To allow for a bit of expansion without breaking the ABI */
+    void *reserved[2];
+};
+
+/* Macros to use for freeing and cloning auxiliary data */
+#define NPY_AUXDATA_FREE(auxdata) \
+    do { \
+        if ((auxdata) != NULL) { \
+            (auxdata)->free(auxdata); \
+        } \
+    } while(0)
+#define NPY_AUXDATA_CLONE(auxdata) \
+    ((auxdata)->clone(auxdata))
+
+#define NPY_ERR(str) fprintf(stderr, #str); fflush(stderr);
+#define NPY_ERR2(str) fprintf(stderr, str); fflush(stderr);
+
+/*
+* Macros to define how array, and dimension/strides data is
+* allocated. These should be made private
+*/
+
+#define NPY_USE_PYMEM 1
+
+
+#if NPY_USE_PYMEM == 1
+/* use the Raw versions which are safe to call with the GIL released */
+#define PyArray_malloc PyMem_RawMalloc
+#define PyArray_free PyMem_RawFree
+#define PyArray_realloc PyMem_RawRealloc
+#else
+#define PyArray_malloc malloc
+#define PyArray_free free
+#define PyArray_realloc realloc
+#endif
+
+/* Dimensions and strides */
+#define PyDimMem_NEW(size)                                         \
+    ((npy_intp *)PyArray_malloc(size*sizeof(npy_intp)))
+
+#define PyDimMem_FREE(ptr) PyArray_free(ptr)
+
+#define PyDimMem_RENEW(ptr,size)                                   \
+        ((npy_intp *)PyArray_realloc(ptr,size*sizeof(npy_intp)))
+
+/* forward declaration */
+struct _PyArray_Descr;
+
+/* These must deal with unaligned and swapped data if necessary */
+typedef PyObject * (PyArray_GetItemFunc) (void *, void *);
+typedef int (PyArray_SetItemFunc)(PyObject *, void *, void *);
+
+typedef void (PyArray_CopySwapNFunc)(void *, npy_intp, void *, npy_intp,
+                                     npy_intp, int, void *);
+
+typedef void (PyArray_CopySwapFunc)(void *, void *, int, void *);
+typedef npy_bool (PyArray_NonzeroFunc)(void *, void *);
+
+
+/*
+ * These assume aligned and notswapped data -- a buffer will be used
+ * before or contiguous data will be obtained
+ */
+
+typedef int (PyArray_CompareFunc)(const void *, const void *, void *);
+typedef int (PyArray_ArgFunc)(void*, npy_intp, npy_intp*, void *);
+
+typedef void (PyArray_DotFunc)(void *, npy_intp, void *, npy_intp, void *,
+                               npy_intp, void *);
+
+typedef void (PyArray_VectorUnaryFunc)(void *, void *, npy_intp, void *,
+                                       void *);
+
+/*
+ * XXX the ignore argument should be removed next time the API version
+ * is bumped. It used to be the separator.
+ */
+typedef int (PyArray_ScanFunc)(FILE *fp, void *dptr,
+                               char *ignore, struct _PyArray_Descr *);
+typedef int (PyArray_FromStrFunc)(char *s, void *dptr, char **endptr,
+                                  struct _PyArray_Descr *);
+
+typedef int (PyArray_FillFunc)(void *, npy_intp, void *);
+
+typedef int (PyArray_SortFunc)(void *, npy_intp, void *);
+typedef int (PyArray_ArgSortFunc)(void *, npy_intp *, npy_intp, void *);
+typedef int (PyArray_PartitionFunc)(void *, npy_intp, npy_intp,
+                                    npy_intp *, npy_intp *,
+                                    void *);
+typedef int (PyArray_ArgPartitionFunc)(void *, npy_intp *, npy_intp, npy_intp,
+                                       npy_intp *, npy_intp *,
+                                       void *);
+
+typedef int (PyArray_FillWithScalarFunc)(void *, npy_intp, void *, void *);
+
+typedef int (PyArray_ScalarKindFunc)(void *);
+
+typedef void (PyArray_FastClipFunc)(void *in, npy_intp n_in, void *min,
+                                    void *max, void *out);
+typedef void (PyArray_FastPutmaskFunc)(void *in, void *mask, npy_intp n_in,
+                                       void *values, npy_intp nv);
+typedef int  (PyArray_FastTakeFunc)(void *dest, void *src, npy_intp *indarray,
+                                       npy_intp nindarray, npy_intp n_outer,
+                                       npy_intp m_middle, npy_intp nelem,
+                                       NPY_CLIPMODE clipmode);
+
+typedef struct {
+        npy_intp *ptr;
+        int len;
+} PyArray_Dims;
+
+typedef struct {
+        /*
+         * Functions to cast to most other standard types
+         * Can have some NULL entries. The types
+         * DATETIME, TIMEDELTA, and HALF go into the castdict
+         * even though they are built-in.
+         */
+        PyArray_VectorUnaryFunc *cast[NPY_NTYPES_ABI_COMPATIBLE];
+
+        /* The next four functions *cannot* be NULL */
+
+        /*
+         * Functions to get and set items with standard Python types
+         * -- not array scalars
+         */
+        PyArray_GetItemFunc *getitem;
+        PyArray_SetItemFunc *setitem;
+
+        /*
+         * Copy and/or swap data.  Memory areas may not overlap
+         * Use memmove first if they might
+         */
+        PyArray_CopySwapNFunc *copyswapn;
+        PyArray_CopySwapFunc *copyswap;
+
+        /*
+         * Function to compare items
+         * Can be NULL
+         */
+        PyArray_CompareFunc *compare;
+
+        /*
+         * Function to select largest
+         * Can be NULL
+         */
+        PyArray_ArgFunc *argmax;
+
+        /*
+         * Function to compute dot product
+         * Can be NULL
+         */
+        PyArray_DotFunc *dotfunc;
+
+        /*
+         * Function to scan an ASCII file and
+         * place a single value plus possible separator
+         * Can be NULL
+         */
+        PyArray_ScanFunc *scanfunc;
+
+        /*
+         * Function to read a single value from a string
+         * and adjust the pointer; Can be NULL
+         */
+        PyArray_FromStrFunc *fromstr;
+
+        /*
+         * Function to determine if data is zero or not
+         * If NULL a default version is
+         * used at Registration time.
+         */
+        PyArray_NonzeroFunc *nonzero;
+
+        /*
+         * Used for arange. Should return 0 on success
+         * and -1 on failure.
+         * Can be NULL.
+         */
+        PyArray_FillFunc *fill;
+
+        /*
+         * Function to fill arrays with scalar values
+         * Can be NULL
+         */
+        PyArray_FillWithScalarFunc *fillwithscalar;
+
+        /*
+         * Sorting functions
+         * Can be NULL
+         */
+        PyArray_SortFunc *sort[NPY_NSORTS];
+        PyArray_ArgSortFunc *argsort[NPY_NSORTS];
+
+        /*
+         * Dictionary of additional casting functions
+         * PyArray_VectorUnaryFuncs
+         * which can be populated to support casting
+         * to other registered types. Can be NULL
+         */
+        PyObject *castdict;
+
+        /*
+         * Functions useful for generalizing
+         * the casting rules.
+         * Can be NULL;
+         */
+        PyArray_ScalarKindFunc *scalarkind;
+        int **cancastscalarkindto;
+        int *cancastto;
+
+        PyArray_FastClipFunc *fastclip;
+        PyArray_FastPutmaskFunc *fastputmask;
+        PyArray_FastTakeFunc *fasttake;
+
+        /*
+         * Function to select smallest
+         * Can be NULL
+         */
+        PyArray_ArgFunc *argmin;
+
+} PyArray_ArrFuncs;
+
+/* The item must be reference counted when it is inserted or extracted. */
+#define NPY_ITEM_REFCOUNT   0x01
+/* Same as needing REFCOUNT */
+#define NPY_ITEM_HASOBJECT  0x01
+/* Convert to list for pickling */
+#define NPY_LIST_PICKLE     0x02
+/* The item is a POINTER  */
+#define NPY_ITEM_IS_POINTER 0x04
+/* memory needs to be initialized for this data-type */
+#define NPY_NEEDS_INIT      0x08
+/* operations need Python C-API so don't give-up thread. */
+#define NPY_NEEDS_PYAPI     0x10
+/* Use f.getitem when extracting elements of this data-type */
+#define NPY_USE_GETITEM     0x20
+/* Use f.setitem when setting creating 0-d array from this data-type.*/
+#define NPY_USE_SETITEM     0x40
+/* A sticky flag specifically for structured arrays */
+#define NPY_ALIGNED_STRUCT  0x80
+
+/*
+ *These are inherited for global data-type if any data-types in the
+ * field have them
+ */
+#define NPY_FROM_FIELDS    (NPY_NEEDS_INIT | NPY_LIST_PICKLE | \
+                            NPY_ITEM_REFCOUNT | NPY_NEEDS_PYAPI)
+
+#define NPY_OBJECT_DTYPE_FLAGS (NPY_LIST_PICKLE | NPY_USE_GETITEM | \
+                                NPY_ITEM_IS_POINTER | NPY_ITEM_REFCOUNT | \
+                                NPY_NEEDS_INIT | NPY_NEEDS_PYAPI)
+
+#define PyDataType_FLAGCHK(dtype, flag) \
+        (((dtype)->flags & (flag)) == (flag))
+
+#define PyDataType_REFCHK(dtype) \
+        PyDataType_FLAGCHK(dtype, NPY_ITEM_REFCOUNT)
+
+typedef struct _PyArray_Descr {
+        PyObject_HEAD
+        /*
+         * the type object representing an
+         * instance of this type -- should not
+         * be two type_numbers with the same type
+         * object.
+         */
+        PyTypeObject *typeobj;
+        /* kind for this type */
+        char kind;
+        /* unique-character representing this type */
+        char type;
+        /*
+         * '>' (big), '<' (little), '|'
+         * (not-applicable), or '=' (native).
+         */
+        char byteorder;
+        /* flags describing data type */
+        char flags;
+        /* number representing this type */
+        int type_num;
+        /* element size (itemsize) for this type */
+        int elsize;
+        /* alignment needed for this type */
+        int alignment;
+        /*
+         * Non-NULL if this type is
+         * is an array (C-contiguous)
+         * of some other type
+         */
+        struct _arr_descr *subarray;
+        /*
+         * The fields dictionary for this type
+         * For statically defined descr this
+         * is always Py_None
+         */
+        PyObject *fields;
+        /*
+         * An ordered tuple of field names or NULL
+         * if no fields are defined
+         */
+        PyObject *names;
+        /*
+         * a table of functions specific for each
+         * basic data descriptor
+         */
+        PyArray_ArrFuncs *f;
+        /* Metadata about this dtype */
+        PyObject *metadata;
+        /*
+         * Metadata specific to the C implementation
+         * of the particular dtype. This was added
+         * for NumPy 1.7.0.
+         */
+        NpyAuxData *c_metadata;
+        /* Cached hash value (-1 if not yet computed).
+         * This was added for NumPy 2.0.0.
+         */
+        npy_hash_t hash;
+} PyArray_Descr;
+
+typedef struct _arr_descr {
+        PyArray_Descr *base;
+        PyObject *shape;       /* a tuple */
+} PyArray_ArrayDescr;
+
+/*
+ * Memory handler structure for array data.
+ */
+/* The declaration of free differs from PyMemAllocatorEx */
+typedef struct {
+    void *ctx;
+    void* (*malloc) (void *ctx, size_t size);
+    void* (*calloc) (void *ctx, size_t nelem, size_t elsize);
+    void* (*realloc) (void *ctx, void *ptr, size_t new_size);
+    void (*free) (void *ctx, void *ptr, size_t size);
+    /*
+     * This is the end of the version=1 struct. Only add new fields after
+     * this line
+     */
+} PyDataMemAllocator;
+
+typedef struct {
+    char name[127];  /* multiple of 64 to keep the struct aligned */
+    uint8_t version; /* currently 1 */
+    PyDataMemAllocator allocator;
+} PyDataMem_Handler;
+
+
+/*
+ * The main array object structure.
+ *
+ * It has been recommended to use the inline functions defined below
+ * (PyArray_DATA and friends) to access fields here for a number of
+ * releases. Direct access to the members themselves is deprecated.
+ * To ensure that your code does not use deprecated access,
+ * #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
+ * (or NPY_1_8_API_VERSION or higher as required).
+ */
+/* This struct will be moved to a private header in a future release */
+typedef struct tagPyArrayObject_fields {
+    PyObject_HEAD
+    /* Pointer to the raw data buffer */
+    char *data;
+    /* The number of dimensions, also called 'ndim' */
+    int nd;
+    /* The size in each dimension, also called 'shape' */
+    npy_intp *dimensions;
+    /*
+     * Number of bytes to jump to get to the
+     * next element in each dimension
+     */
+    npy_intp *strides;
+    /*
+     * This object is decref'd upon
+     * deletion of array. Except in the
+     * case of WRITEBACKIFCOPY which has
+     * special handling.
+     *
+     * For views it points to the original
+     * array, collapsed so no chains of
+     * views occur.
+     *
+     * For creation from buffer object it
+     * points to an object that should be
+     * decref'd on deletion
+     *
+     * For WRITEBACKIFCOPY flag this is an
+     * array to-be-updated upon calling
+     * PyArray_ResolveWritebackIfCopy
+     */
+    PyObject *base;
+    /* Pointer to type structure */
+    PyArray_Descr *descr;
+    /* Flags describing array -- see below */
+    int flags;
+    /* For weak references */
+    PyObject *weakreflist;
+#if NPY_FEATURE_VERSION >= NPY_1_20_API_VERSION
+    void *_buffer_info;  /* private buffer info, tagged to allow warning */
+#endif
+    /*
+     * For malloc/calloc/realloc/free per object
+     */
+#if NPY_FEATURE_VERSION >= NPY_1_22_API_VERSION
+    PyObject *mem_handler;
+#endif
+} PyArrayObject_fields;
+
+/*
+ * To hide the implementation details, we only expose
+ * the Python struct HEAD.
+ */
+#if !defined(NPY_NO_DEPRECATED_API) || \
+    (NPY_NO_DEPRECATED_API < NPY_1_7_API_VERSION)
+/*
+ * Can't put this in npy_deprecated_api.h like the others.
+ * PyArrayObject field access is deprecated as of NumPy 1.7.
+ */
+typedef PyArrayObject_fields PyArrayObject;
+#else
+typedef struct tagPyArrayObject {
+        PyObject_HEAD
+} PyArrayObject;
+#endif
+
+/*
+ * Removed 2020-Nov-25, NumPy 1.20
+ * #define NPY_SIZEOF_PYARRAYOBJECT (sizeof(PyArrayObject_fields))
+ *
+ * The above macro was removed as it gave a false sense of a stable ABI
+ * with respect to the structures size.  If you require a runtime constant,
+ * you can use `PyArray_Type.tp_basicsize` instead.  Otherwise, please
+ * see the PyArrayObject documentation or ask the NumPy developers for
+ * information on how to correctly replace the macro in a way that is
+ * compatible with multiple NumPy versions.
+ */
+
+
+/* Array Flags Object */
+typedef struct PyArrayFlagsObject {
+        PyObject_HEAD
+        PyObject *arr;
+        int flags;
+} PyArrayFlagsObject;
+
+/* Mirrors buffer object to ptr */
+
+typedef struct {
+        PyObject_HEAD
+        PyObject *base;
+        void *ptr;
+        npy_intp len;
+        int flags;
+} PyArray_Chunk;
+
+typedef struct {
+    NPY_DATETIMEUNIT base;
+    int num;
+} PyArray_DatetimeMetaData;
+
+typedef struct {
+    NpyAuxData base;
+    PyArray_DatetimeMetaData meta;
+} PyArray_DatetimeDTypeMetaData;
+
+/*
+ * This structure contains an exploded view of a date-time value.
+ * NaT is represented by year == NPY_DATETIME_NAT.
+ */
+typedef struct {
+        npy_int64 year;
+        npy_int32 month, day, hour, min, sec, us, ps, as;
+} npy_datetimestruct;
+
+/* This is not used internally. */
+typedef struct {
+        npy_int64 day;
+        npy_int32 sec, us, ps, as;
+} npy_timedeltastruct;
+
+typedef int (PyArray_FinalizeFunc)(PyArrayObject *, PyObject *);
+
+/*
+ * Means c-style contiguous (last index varies the fastest). The data
+ * elements right after each other.
+ *
+ * This flag may be requested in constructor functions.
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_C_CONTIGUOUS    0x0001
+
+/*
+ * Set if array is a contiguous Fortran array: the first index varies
+ * the fastest in memory (strides array is reverse of C-contiguous
+ * array)
+ *
+ * This flag may be requested in constructor functions.
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_F_CONTIGUOUS    0x0002
+
+/*
+ * Note: all 0-d arrays are C_CONTIGUOUS and F_CONTIGUOUS. If a
+ * 1-d array is C_CONTIGUOUS it is also F_CONTIGUOUS. Arrays with
+ * more then one dimension can be C_CONTIGUOUS and F_CONTIGUOUS
+ * at the same time if they have either zero or one element.
+ * A higher dimensional array always has the same contiguity flags as
+ * `array.squeeze()`; dimensions with `array.shape[dimension] == 1` are
+ * effectively ignored when checking for contiguity.
+ */
+
+/*
+ * If set, the array owns the data: it will be free'd when the array
+ * is deleted.
+ *
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_OWNDATA         0x0004
+
+/*
+ * An array never has the next four set; they're only used as parameter
+ * flags to the various FromAny functions
+ *
+ * This flag may be requested in constructor functions.
+ */
+
+/* Cause a cast to occur regardless of whether or not it is safe. */
+#define NPY_ARRAY_FORCECAST       0x0010
+
+/*
+ * Always copy the array. Returned arrays are always CONTIGUOUS,
+ * ALIGNED, and WRITEABLE. See also: NPY_ARRAY_ENSURENOCOPY = 0x4000.
+ *
+ * This flag may be requested in constructor functions.
+ */
+#define NPY_ARRAY_ENSURECOPY      0x0020
+
+/*
+ * Make sure the returned array is a base-class ndarray
+ *
+ * This flag may be requested in constructor functions.
+ */
+#define NPY_ARRAY_ENSUREARRAY     0x0040
+
+/*
+ * Make sure that the strides are in units of the element size Needed
+ * for some operations with record-arrays.
+ *
+ * This flag may be requested in constructor functions.
+ */
+#define NPY_ARRAY_ELEMENTSTRIDES  0x0080
+
+/*
+ * Array data is aligned on the appropriate memory address for the type
+ * stored according to how the compiler would align things (e.g., an
+ * array of integers (4 bytes each) starts on a memory address that's
+ * a multiple of 4)
+ *
+ * This flag may be requested in constructor functions.
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_ALIGNED         0x0100
+
+/*
+ * Array data has the native endianness
+ *
+ * This flag may be requested in constructor functions.
+ */
+#define NPY_ARRAY_NOTSWAPPED      0x0200
+
+/*
+ * Array data is writeable
+ *
+ * This flag may be requested in constructor functions.
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_WRITEABLE       0x0400
+
+/*
+ * If this flag is set, then base contains a pointer to an array of
+ * the same size that should be updated with the current contents of
+ * this array when PyArray_ResolveWritebackIfCopy is called.
+ *
+ * This flag may be requested in constructor functions.
+ * This flag may be tested for in PyArray_FLAGS(arr).
+ */
+#define NPY_ARRAY_WRITEBACKIFCOPY 0x2000
+
+/*
+ * No copy may be made while converting from an object/array (result is a view)
+ *
+ * This flag may be requested in constructor functions.
+ */
+#define NPY_ARRAY_ENSURENOCOPY 0x4000
+
+/*
+ * NOTE: there are also internal flags defined in multiarray/arrayobject.h,
+ * which start at bit 31 and work down.
+ */
+
+#define NPY_ARRAY_BEHAVED      (NPY_ARRAY_ALIGNED | \
+                                NPY_ARRAY_WRITEABLE)
+#define NPY_ARRAY_BEHAVED_NS   (NPY_ARRAY_ALIGNED | \
+                                NPY_ARRAY_WRITEABLE | \
+                                NPY_ARRAY_NOTSWAPPED)
+#define NPY_ARRAY_CARRAY       (NPY_ARRAY_C_CONTIGUOUS | \
+                                NPY_ARRAY_BEHAVED)
+#define NPY_ARRAY_CARRAY_RO    (NPY_ARRAY_C_CONTIGUOUS | \
+                                NPY_ARRAY_ALIGNED)
+#define NPY_ARRAY_FARRAY       (NPY_ARRAY_F_CONTIGUOUS | \
+                                NPY_ARRAY_BEHAVED)
+#define NPY_ARRAY_FARRAY_RO    (NPY_ARRAY_F_CONTIGUOUS | \
+                                NPY_ARRAY_ALIGNED)
+#define NPY_ARRAY_DEFAULT      (NPY_ARRAY_CARRAY)
+#define NPY_ARRAY_IN_ARRAY     (NPY_ARRAY_CARRAY_RO)
+#define NPY_ARRAY_OUT_ARRAY    (NPY_ARRAY_CARRAY)
+#define NPY_ARRAY_INOUT_ARRAY  (NPY_ARRAY_CARRAY)
+#define NPY_ARRAY_INOUT_ARRAY2 (NPY_ARRAY_CARRAY | \
+                                NPY_ARRAY_WRITEBACKIFCOPY)
+#define NPY_ARRAY_IN_FARRAY    (NPY_ARRAY_FARRAY_RO)
+#define NPY_ARRAY_OUT_FARRAY   (NPY_ARRAY_FARRAY)
+#define NPY_ARRAY_INOUT_FARRAY (NPY_ARRAY_FARRAY)
+#define NPY_ARRAY_INOUT_FARRAY2 (NPY_ARRAY_FARRAY | \
+                                NPY_ARRAY_WRITEBACKIFCOPY)
+
+#define NPY_ARRAY_UPDATE_ALL   (NPY_ARRAY_C_CONTIGUOUS | \
+                                NPY_ARRAY_F_CONTIGUOUS | \
+                                NPY_ARRAY_ALIGNED)
+
+/* This flag is for the array interface, not PyArrayObject */
+#define NPY_ARR_HAS_DESCR  0x0800
+
+
+
+
+/*
+ * Size of internal buffers used for alignment Make BUFSIZE a multiple
+ * of sizeof(npy_cdouble) -- usually 16 so that ufunc buffers are aligned
+ */
+#define NPY_MIN_BUFSIZE ((int)sizeof(npy_cdouble))
+#define NPY_MAX_BUFSIZE (((int)sizeof(npy_cdouble))*1000000)
+#define NPY_BUFSIZE 8192
+/* buffer stress test size: */
+/*#define NPY_BUFSIZE 17*/
+
+#define PyArray_MAX(a,b) (((a)>(b))?(a):(b))
+#define PyArray_MIN(a,b) (((a)<(b))?(a):(b))
+#define PyArray_CLT(p,q) ((((p).real==(q).real) ? ((p).imag < (q).imag) : \
+                               ((p).real < (q).real)))
+#define PyArray_CGT(p,q) ((((p).real==(q).real) ? ((p).imag > (q).imag) : \
+                               ((p).real > (q).real)))
+#define PyArray_CLE(p,q) ((((p).real==(q).real) ? ((p).imag <= (q).imag) : \
+                               ((p).real <= (q).real)))
+#define PyArray_CGE(p,q) ((((p).real==(q).real) ? ((p).imag >= (q).imag) : \
+                               ((p).real >= (q).real)))
+#define PyArray_CEQ(p,q) (((p).real==(q).real) && ((p).imag == (q).imag))
+#define PyArray_CNE(p,q) (((p).real!=(q).real) || ((p).imag != (q).imag))
+
+/*
+ * C API: consists of Macros and functions.  The MACROS are defined
+ * here.
+ */
+
+
+#define PyArray_ISCONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_C_CONTIGUOUS)
+#define PyArray_ISWRITEABLE(m) PyArray_CHKFLAGS((m), NPY_ARRAY_WRITEABLE)
+#define PyArray_ISALIGNED(m) PyArray_CHKFLAGS((m), NPY_ARRAY_ALIGNED)
+
+#define PyArray_IS_C_CONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_C_CONTIGUOUS)
+#define PyArray_IS_F_CONTIGUOUS(m) PyArray_CHKFLAGS((m), NPY_ARRAY_F_CONTIGUOUS)
+
+/* the variable is used in some places, so always define it */
+#define NPY_BEGIN_THREADS_DEF PyThreadState *_save=NULL;
+#if NPY_ALLOW_THREADS
+#define NPY_BEGIN_ALLOW_THREADS Py_BEGIN_ALLOW_THREADS
+#define NPY_END_ALLOW_THREADS Py_END_ALLOW_THREADS
+#define NPY_BEGIN_THREADS do {_save = PyEval_SaveThread();} while (0);
+#define NPY_END_THREADS   do { if (_save) \
+                { PyEval_RestoreThread(_save); _save = NULL;} } while (0);
+#define NPY_BEGIN_THREADS_THRESHOLDED(loop_size) do { if ((loop_size) > 500) \
+                { _save = PyEval_SaveThread();} } while (0);
+
+#define NPY_BEGIN_THREADS_DESCR(dtype) \
+        do {if (!(PyDataType_FLAGCHK((dtype), NPY_NEEDS_PYAPI))) \
+                NPY_BEGIN_THREADS;} while (0);
+
+#define NPY_END_THREADS_DESCR(dtype) \
+        do {if (!(PyDataType_FLAGCHK((dtype), NPY_NEEDS_PYAPI))) \
+                NPY_END_THREADS; } while (0);
+
+#define NPY_ALLOW_C_API_DEF  PyGILState_STATE __save__;
+#define NPY_ALLOW_C_API      do {__save__ = PyGILState_Ensure();} while (0);
+#define NPY_DISABLE_C_API    do {PyGILState_Release(__save__);} while (0);
+#else
+#define NPY_BEGIN_ALLOW_THREADS
+#define NPY_END_ALLOW_THREADS
+#define NPY_BEGIN_THREADS
+#define NPY_END_THREADS
+#define NPY_BEGIN_THREADS_THRESHOLDED(loop_size)
+#define NPY_BEGIN_THREADS_DESCR(dtype)
+#define NPY_END_THREADS_DESCR(dtype)
+#define NPY_ALLOW_C_API_DEF
+#define NPY_ALLOW_C_API
+#define NPY_DISABLE_C_API
+#endif
+
+/**********************************
+ * The nditer object, added in 1.6
+ **********************************/
+
+/* The actual structure of the iterator is an internal detail */
+typedef struct NpyIter_InternalOnly NpyIter;
+
+/* Iterator function pointers that may be specialized */
+typedef int (NpyIter_IterNextFunc)(NpyIter *iter);
+typedef void (NpyIter_GetMultiIndexFunc)(NpyIter *iter,
+                                      npy_intp *outcoords);
+
+/*** Global flags that may be passed to the iterator constructors ***/
+
+/* Track an index representing C order */
+#define NPY_ITER_C_INDEX                    0x00000001
+/* Track an index representing Fortran order */
+#define NPY_ITER_F_INDEX                    0x00000002
+/* Track a multi-index */
+#define NPY_ITER_MULTI_INDEX                0x00000004
+/* User code external to the iterator does the 1-dimensional innermost loop */
+#define NPY_ITER_EXTERNAL_LOOP              0x00000008
+/* Convert all the operands to a common data type */
+#define NPY_ITER_COMMON_DTYPE               0x00000010
+/* Operands may hold references, requiring API access during iteration */
+#define NPY_ITER_REFS_OK                    0x00000020
+/* Zero-sized operands should be permitted, iteration checks IterSize for 0 */
+#define NPY_ITER_ZEROSIZE_OK                0x00000040
+/* Permits reductions (size-0 stride with dimension size > 1) */
+#define NPY_ITER_REDUCE_OK                  0x00000080
+/* Enables sub-range iteration */
+#define NPY_ITER_RANGED                     0x00000100
+/* Enables buffering */
+#define NPY_ITER_BUFFERED                   0x00000200
+/* When buffering is enabled, grows the inner loop if possible */
+#define NPY_ITER_GROWINNER                  0x00000400
+/* Delay allocation of buffers until first Reset* call */
+#define NPY_ITER_DELAY_BUFALLOC             0x00000800
+/* When NPY_KEEPORDER is specified, disable reversing negative-stride axes */
+#define NPY_ITER_DONT_NEGATE_STRIDES        0x00001000
+/*
+ * If output operands overlap with other operands (based on heuristics that
+ * has false positives but no false negatives), make temporary copies to
+ * eliminate overlap.
+ */
+#define NPY_ITER_COPY_IF_OVERLAP            0x00002000
+
+/*** Per-operand flags that may be passed to the iterator constructors ***/
+
+/* The operand will be read from and written to */
+#define NPY_ITER_READWRITE                  0x00010000
+/* The operand will only be read from */
+#define NPY_ITER_READONLY                   0x00020000
+/* The operand will only be written to */
+#define NPY_ITER_WRITEONLY                  0x00040000
+/* The operand's data must be in native byte order */
+#define NPY_ITER_NBO                        0x00080000
+/* The operand's data must be aligned */
+#define NPY_ITER_ALIGNED                    0x00100000
+/* The operand's data must be contiguous (within the inner loop) */
+#define NPY_ITER_CONTIG                     0x00200000
+/* The operand may be copied to satisfy requirements */
+#define NPY_ITER_COPY                       0x00400000
+/* The operand may be copied with WRITEBACKIFCOPY to satisfy requirements */
+#define NPY_ITER_UPDATEIFCOPY               0x00800000
+/* Allocate the operand if it is NULL */
+#define NPY_ITER_ALLOCATE                   0x01000000
+/* If an operand is allocated, don't use any subtype */
+#define NPY_ITER_NO_SUBTYPE                 0x02000000
+/* This is a virtual array slot, operand is NULL but temporary data is there */
+#define NPY_ITER_VIRTUAL                    0x04000000
+/* Require that the dimension match the iterator dimensions exactly */
+#define NPY_ITER_NO_BROADCAST               0x08000000
+/* A mask is being used on this array, affects buffer -> array copy */
+#define NPY_ITER_WRITEMASKED                0x10000000
+/* This array is the mask for all WRITEMASKED operands */
+#define NPY_ITER_ARRAYMASK                  0x20000000
+/* Assume iterator order data access for COPY_IF_OVERLAP */
+#define NPY_ITER_OVERLAP_ASSUME_ELEMENTWISE 0x40000000
+
+#define NPY_ITER_GLOBAL_FLAGS               0x0000ffff
+#define NPY_ITER_PER_OP_FLAGS               0xffff0000
+
+
+/*****************************
+ * Basic iterator object
+ *****************************/
+
+/* FWD declaration */
+typedef struct PyArrayIterObject_tag PyArrayIterObject;
+
+/*
+ * type of the function which translates a set of coordinates to a
+ * pointer to the data
+ */
+typedef char* (*npy_iter_get_dataptr_t)(
+        PyArrayIterObject* iter, const npy_intp*);
+
+struct PyArrayIterObject_tag {
+        PyObject_HEAD
+        int               nd_m1;            /* number of dimensions - 1 */
+        npy_intp          index, size;
+        npy_intp          coordinates[NPY_MAXDIMS];/* N-dimensional loop */
+        npy_intp          dims_m1[NPY_MAXDIMS];    /* ao->dimensions - 1 */
+        npy_intp          strides[NPY_MAXDIMS];    /* ao->strides or fake */
+        npy_intp          backstrides[NPY_MAXDIMS];/* how far to jump back */
+        npy_intp          factors[NPY_MAXDIMS];     /* shape factors */
+        PyArrayObject     *ao;
+        char              *dataptr;        /* pointer to current item*/
+        npy_bool          contiguous;
+
+        npy_intp          bounds[NPY_MAXDIMS][2];
+        npy_intp          limits[NPY_MAXDIMS][2];
+        npy_intp          limits_sizes[NPY_MAXDIMS];
+        npy_iter_get_dataptr_t translate;
+} ;
+
+
+/* Iterator API */
+#define PyArrayIter_Check(op) PyObject_TypeCheck((op), &PyArrayIter_Type)
+
+#define _PyAIT(it) ((PyArrayIterObject *)(it))
+#define PyArray_ITER_RESET(it) do { \
+        _PyAIT(it)->index = 0; \
+        _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \
+        memset(_PyAIT(it)->coordinates, 0, \
+               (_PyAIT(it)->nd_m1+1)*sizeof(npy_intp)); \
+} while (0)
+
+#define _PyArray_ITER_NEXT1(it) do { \
+        (it)->dataptr += _PyAIT(it)->strides[0]; \
+        (it)->coordinates[0]++; \
+} while (0)
+
+#define _PyArray_ITER_NEXT2(it) do { \
+        if ((it)->coordinates[1] < (it)->dims_m1[1]) { \
+                (it)->coordinates[1]++; \
+                (it)->dataptr += (it)->strides[1]; \
+        } \
+        else { \
+                (it)->coordinates[1] = 0; \
+                (it)->coordinates[0]++; \
+                (it)->dataptr += (it)->strides[0] - \
+                        (it)->backstrides[1]; \
+        } \
+} while (0)
+
+#define PyArray_ITER_NEXT(it) do { \
+        _PyAIT(it)->index++; \
+        if (_PyAIT(it)->nd_m1 == 0) { \
+                _PyArray_ITER_NEXT1(_PyAIT(it)); \
+        } \
+        else if (_PyAIT(it)->contiguous) \
+                _PyAIT(it)->dataptr += PyArray_DESCR(_PyAIT(it)->ao)->elsize; \
+        else if (_PyAIT(it)->nd_m1 == 1) { \
+                _PyArray_ITER_NEXT2(_PyAIT(it)); \
+        } \
+        else { \
+                int __npy_i; \
+                for (__npy_i=_PyAIT(it)->nd_m1; __npy_i >= 0; __npy_i--) { \
+                        if (_PyAIT(it)->coordinates[__npy_i] < \
+                            _PyAIT(it)->dims_m1[__npy_i]) { \
+                                _PyAIT(it)->coordinates[__npy_i]++; \
+                                _PyAIT(it)->dataptr += \
+                                        _PyAIT(it)->strides[__npy_i]; \
+                                break; \
+                        } \
+                        else { \
+                                _PyAIT(it)->coordinates[__npy_i] = 0; \
+                                _PyAIT(it)->dataptr -= \
+                                        _PyAIT(it)->backstrides[__npy_i]; \
+                        } \
+                } \
+        } \
+} while (0)
+
+#define PyArray_ITER_GOTO(it, destination) do { \
+        int __npy_i; \
+        _PyAIT(it)->index = 0; \
+        _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \
+        for (__npy_i = _PyAIT(it)->nd_m1; __npy_i>=0; __npy_i--) { \
+                if (destination[__npy_i] < 0) { \
+                        destination[__npy_i] += \
+                                _PyAIT(it)->dims_m1[__npy_i]+1; \
+                } \
+                _PyAIT(it)->dataptr += destination[__npy_i] * \
+                        _PyAIT(it)->strides[__npy_i]; \
+                _PyAIT(it)->coordinates[__npy_i] = \
+                        destination[__npy_i]; \
+                _PyAIT(it)->index += destination[__npy_i] * \
+                        ( __npy_i==_PyAIT(it)->nd_m1 ? 1 : \
+                          _PyAIT(it)->dims_m1[__npy_i+1]+1) ; \
+        } \
+} while (0)
+
+#define PyArray_ITER_GOTO1D(it, ind) do { \
+        int __npy_i; \
+        npy_intp __npy_ind = (npy_intp)(ind); \
+        if (__npy_ind < 0) __npy_ind += _PyAIT(it)->size; \
+        _PyAIT(it)->index = __npy_ind; \
+        if (_PyAIT(it)->nd_m1 == 0) { \
+                _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao) + \
+                        __npy_ind * _PyAIT(it)->strides[0]; \
+        } \
+        else if (_PyAIT(it)->contiguous) \
+                _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao) + \
+                        __npy_ind * PyArray_DESCR(_PyAIT(it)->ao)->elsize; \
+        else { \
+                _PyAIT(it)->dataptr = PyArray_BYTES(_PyAIT(it)->ao); \
+                for (__npy_i = 0; __npy_i<=_PyAIT(it)->nd_m1; \
+                     __npy_i++) { \
+                        _PyAIT(it)->coordinates[__npy_i] = \
+                                (__npy_ind / _PyAIT(it)->factors[__npy_i]); \
+                        _PyAIT(it)->dataptr += \
+                                (__npy_ind / _PyAIT(it)->factors[__npy_i]) \
+                                * _PyAIT(it)->strides[__npy_i]; \
+                        __npy_ind %= _PyAIT(it)->factors[__npy_i]; \
+                } \
+        } \
+} while (0)
+
+#define PyArray_ITER_DATA(it) ((void *)(_PyAIT(it)->dataptr))
+
+#define PyArray_ITER_NOTDONE(it) (_PyAIT(it)->index < _PyAIT(it)->size)
+
+
+/*
+ * Any object passed to PyArray_Broadcast must be binary compatible
+ * with this structure.
+ */
+
+typedef struct {
+        PyObject_HEAD
+        int                  numiter;                 /* number of iters */
+        npy_intp             size;                    /* broadcasted size */
+        npy_intp             index;                   /* current index */
+        int                  nd;                      /* number of dims */
+        npy_intp             dimensions[NPY_MAXDIMS]; /* dimensions */
+        PyArrayIterObject    *iters[NPY_MAXARGS];     /* iterators */
+} PyArrayMultiIterObject;
+
+#define _PyMIT(m) ((PyArrayMultiIterObject *)(m))
+#define PyArray_MultiIter_RESET(multi) do {                                   \
+        int __npy_mi;                                                         \
+        _PyMIT(multi)->index = 0;                                             \
+        for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter;  __npy_mi++) {    \
+                PyArray_ITER_RESET(_PyMIT(multi)->iters[__npy_mi]);           \
+        }                                                                     \
+} while (0)
+
+#define PyArray_MultiIter_NEXT(multi) do {                                    \
+        int __npy_mi;                                                         \
+        _PyMIT(multi)->index++;                                               \
+        for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter;   __npy_mi++) {   \
+                PyArray_ITER_NEXT(_PyMIT(multi)->iters[__npy_mi]);            \
+        }                                                                     \
+} while (0)
+
+#define PyArray_MultiIter_GOTO(multi, dest) do {                            \
+        int __npy_mi;                                                       \
+        for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) {   \
+                PyArray_ITER_GOTO(_PyMIT(multi)->iters[__npy_mi], dest);    \
+        }                                                                   \
+        _PyMIT(multi)->index = _PyMIT(multi)->iters[0]->index;              \
+} while (0)
+
+#define PyArray_MultiIter_GOTO1D(multi, ind) do {                          \
+        int __npy_mi;                                                      \
+        for (__npy_mi=0; __npy_mi < _PyMIT(multi)->numiter; __npy_mi++) {  \
+                PyArray_ITER_GOTO1D(_PyMIT(multi)->iters[__npy_mi], ind);  \
+        }                                                                  \
+        _PyMIT(multi)->index = _PyMIT(multi)->iters[0]->index;             \
+} while (0)
+
+#define PyArray_MultiIter_DATA(multi, i)                \
+        ((void *)(_PyMIT(multi)->iters[i]->dataptr))
+
+#define PyArray_MultiIter_NEXTi(multi, i)               \
+        PyArray_ITER_NEXT(_PyMIT(multi)->iters[i])
+
+#define PyArray_MultiIter_NOTDONE(multi)                \
+        (_PyMIT(multi)->index < _PyMIT(multi)->size)
+
+/*
+ * Store the information needed for fancy-indexing over an array. The
+ * fields are slightly unordered to keep consec, dataptr and subspace
+ * where they were originally.
+ */
+typedef struct {
+        PyObject_HEAD
+        /*
+         * Multi-iterator portion --- needs to be present in this
+         * order to work with PyArray_Broadcast
+         */
+
+        int                   numiter;                 /* number of index-array
+                                                          iterators */
+        npy_intp              size;                    /* size of broadcasted
+                                                          result */
+        npy_intp              index;                   /* current index */
+        int                   nd;                      /* number of dims */
+        npy_intp              dimensions[NPY_MAXDIMS]; /* dimensions */
+        NpyIter               *outer;                  /* index objects
+                                                          iterator */
+        void                  *unused[NPY_MAXDIMS - 2];
+        PyArrayObject         *array;
+        /* Flat iterator for the indexed array. For compatibility solely. */
+        PyArrayIterObject     *ait;
+
+        /*
+         * Subspace array. For binary compatibility (was an iterator,
+         * but only the check for NULL should be used).
+         */
+        PyArrayObject         *subspace;
+
+        /*
+         * if subspace iteration, then this is the array of axes in
+         * the underlying array represented by the index objects
+         */
+        int                   iteraxes[NPY_MAXDIMS];
+        npy_intp              fancy_strides[NPY_MAXDIMS];
+
+        /* pointer when all fancy indices are 0 */
+        char                  *baseoffset;
+
+        /*
+         * after binding consec denotes at which axis the fancy axes
+         * are inserted.
+         */
+        int                   consec;
+        char                  *dataptr;
+
+        int                   nd_fancy;
+        npy_intp              fancy_dims[NPY_MAXDIMS];
+
+        /*
+         * Whether the iterator (any of the iterators) requires API.  This is
+         * unused by NumPy itself; ArrayMethod flags are more precise.
+         */
+        int                   needs_api;
+
+        /*
+         * Extra op information.
+         */
+        PyArrayObject         *extra_op;
+        PyArray_Descr         *extra_op_dtype;         /* desired dtype */
+        npy_uint32            *extra_op_flags;         /* Iterator flags */
+
+        NpyIter               *extra_op_iter;
+        NpyIter_IterNextFunc  *extra_op_next;
+        char                  **extra_op_ptrs;
+
+        /*
+         * Information about the iteration state.
+         */
+        NpyIter_IterNextFunc  *outer_next;
+        char                  **outer_ptrs;
+        npy_intp              *outer_strides;
+
+        /*
+         * Information about the subspace iterator.
+         */
+        NpyIter               *subspace_iter;
+        NpyIter_IterNextFunc  *subspace_next;
+        char                  **subspace_ptrs;
+        npy_intp              *subspace_strides;
+
+        /* Count for the external loop (which ever it is) for API iteration */
+        npy_intp              iter_count;
+
+} PyArrayMapIterObject;
+
+enum {
+    NPY_NEIGHBORHOOD_ITER_ZERO_PADDING,
+    NPY_NEIGHBORHOOD_ITER_ONE_PADDING,
+    NPY_NEIGHBORHOOD_ITER_CONSTANT_PADDING,
+    NPY_NEIGHBORHOOD_ITER_CIRCULAR_PADDING,
+    NPY_NEIGHBORHOOD_ITER_MIRROR_PADDING
+};
+
+typedef struct {
+    PyObject_HEAD
+
+    /*
+     * PyArrayIterObject part: keep this in this exact order
+     */
+    int               nd_m1;            /* number of dimensions - 1 */
+    npy_intp          index, size;
+    npy_intp          coordinates[NPY_MAXDIMS];/* N-dimensional loop */
+    npy_intp          dims_m1[NPY_MAXDIMS];    /* ao->dimensions - 1 */
+    npy_intp          strides[NPY_MAXDIMS];    /* ao->strides or fake */
+    npy_intp          backstrides[NPY_MAXDIMS];/* how far to jump back */
+    npy_intp          factors[NPY_MAXDIMS];     /* shape factors */
+    PyArrayObject     *ao;
+    char              *dataptr;        /* pointer to current item*/
+    npy_bool          contiguous;
+
+    npy_intp          bounds[NPY_MAXDIMS][2];
+    npy_intp          limits[NPY_MAXDIMS][2];
+    npy_intp          limits_sizes[NPY_MAXDIMS];
+    npy_iter_get_dataptr_t translate;
+
+    /*
+     * New members
+     */
+    npy_intp nd;
+
+    /* Dimensions is the dimension of the array */
+    npy_intp dimensions[NPY_MAXDIMS];
+
+    /*
+     * Neighborhood points coordinates are computed relatively to the
+     * point pointed by _internal_iter
+     */
+    PyArrayIterObject* _internal_iter;
+    /*
+     * To keep a reference to the representation of the constant value
+     * for constant padding
+     */
+    char* constant;
+
+    int mode;
+} PyArrayNeighborhoodIterObject;
+
+/*
+ * Neighborhood iterator API
+ */
+
+/* General: those work for any mode */
+static inline int
+PyArrayNeighborhoodIter_Reset(PyArrayNeighborhoodIterObject* iter);
+static inline int
+PyArrayNeighborhoodIter_Next(PyArrayNeighborhoodIterObject* iter);
+#if 0
+static inline int
+PyArrayNeighborhoodIter_Next2D(PyArrayNeighborhoodIterObject* iter);
+#endif
+
+/*
+ * Include inline implementations - functions defined there are not
+ * considered public API
+ */
+#define NUMPY_CORE_INCLUDE_NUMPY__NEIGHBORHOOD_IMP_H_
+#include "_neighborhood_iterator_imp.h"
+#undef NUMPY_CORE_INCLUDE_NUMPY__NEIGHBORHOOD_IMP_H_
+
+
+
+/* The default array type */
+#define NPY_DEFAULT_TYPE NPY_DOUBLE
+
+/*
+ * All sorts of useful ways to look into a PyArrayObject. It is recommended
+ * to use PyArrayObject * objects instead of always casting from PyObject *,
+ * for improved type checking.
+ *
+ * In many cases here the macro versions of the accessors are deprecated,
+ * but can't be immediately changed to inline functions because the
+ * preexisting macros accept PyObject * and do automatic casts. Inline
+ * functions accepting PyArrayObject * provides for some compile-time
+ * checking of correctness when working with these objects in C.
+ */
+
+#define PyArray_ISONESEGMENT(m) (PyArray_CHKFLAGS(m, NPY_ARRAY_C_CONTIGUOUS) || \
+                                 PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS))
+
+#define PyArray_ISFORTRAN(m) (PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS) && \
+                             (!PyArray_CHKFLAGS(m, NPY_ARRAY_C_CONTIGUOUS)))
+
+#define PyArray_FORTRAN_IF(m) ((PyArray_CHKFLAGS(m, NPY_ARRAY_F_CONTIGUOUS) ? \
+                               NPY_ARRAY_F_CONTIGUOUS : 0))
+
+#if (defined(NPY_NO_DEPRECATED_API) && (NPY_1_7_API_VERSION <= NPY_NO_DEPRECATED_API))
+/*
+ * Changing access macros into functions, to allow for future hiding
+ * of the internal memory layout. This later hiding will allow the 2.x series
+ * to change the internal representation of arrays without affecting
+ * ABI compatibility.
+ */
+
+static inline int
+PyArray_NDIM(const PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->nd;
+}
+
+static inline void *
+PyArray_DATA(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->data;
+}
+
+static inline char *
+PyArray_BYTES(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->data;
+}
+
+static inline npy_intp *
+PyArray_DIMS(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->dimensions;
+}
+
+static inline npy_intp *
+PyArray_STRIDES(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->strides;
+}
+
+static inline npy_intp
+PyArray_DIM(const PyArrayObject *arr, int idim)
+{
+    return ((PyArrayObject_fields *)arr)->dimensions[idim];
+}
+
+static inline npy_intp
+PyArray_STRIDE(const PyArrayObject *arr, int istride)
+{
+    return ((PyArrayObject_fields *)arr)->strides[istride];
+}
+
+static inline NPY_RETURNS_BORROWED_REF PyObject *
+PyArray_BASE(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->base;
+}
+
+static inline NPY_RETURNS_BORROWED_REF PyArray_Descr *
+PyArray_DESCR(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->descr;
+}
+
+static inline int
+PyArray_FLAGS(const PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->flags;
+}
+
+static inline npy_intp
+PyArray_ITEMSIZE(const PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->descr->elsize;
+}
+
+static inline int
+PyArray_TYPE(const PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->descr->type_num;
+}
+
+static inline int
+PyArray_CHKFLAGS(const PyArrayObject *arr, int flags)
+{
+    return (PyArray_FLAGS(arr) & flags) == flags;
+}
+
+static inline PyObject *
+PyArray_GETITEM(const PyArrayObject *arr, const char *itemptr)
+{
+    return ((PyArrayObject_fields *)arr)->descr->f->getitem(
+                                        (void *)itemptr, (PyArrayObject *)arr);
+}
+
+/*
+ * SETITEM should only be used if it is known that the value is a scalar
+ * and of a type understood by the arrays dtype.
+ * Use `PyArray_Pack` if the value may be of a different dtype.
+ */
+static inline int
+PyArray_SETITEM(PyArrayObject *arr, char *itemptr, PyObject *v)
+{
+    return ((PyArrayObject_fields *)arr)->descr->f->setitem(v, itemptr, arr);
+}
+
+#else
+
+/* These macros are deprecated as of NumPy 1.7. */
+#define PyArray_NDIM(obj) (((PyArrayObject_fields *)(obj))->nd)
+#define PyArray_BYTES(obj) (((PyArrayObject_fields *)(obj))->data)
+#define PyArray_DATA(obj) ((void *)((PyArrayObject_fields *)(obj))->data)
+#define PyArray_DIMS(obj) (((PyArrayObject_fields *)(obj))->dimensions)
+#define PyArray_STRIDES(obj) (((PyArrayObject_fields *)(obj))->strides)
+#define PyArray_DIM(obj,n) (PyArray_DIMS(obj)[n])
+#define PyArray_STRIDE(obj,n) (PyArray_STRIDES(obj)[n])
+#define PyArray_BASE(obj) (((PyArrayObject_fields *)(obj))->base)
+#define PyArray_DESCR(obj) (((PyArrayObject_fields *)(obj))->descr)
+#define PyArray_FLAGS(obj) (((PyArrayObject_fields *)(obj))->flags)
+#define PyArray_CHKFLAGS(m, FLAGS) \
+        ((((PyArrayObject_fields *)(m))->flags & (FLAGS)) == (FLAGS))
+#define PyArray_ITEMSIZE(obj) \
+                    (((PyArrayObject_fields *)(obj))->descr->elsize)
+#define PyArray_TYPE(obj) \
+                    (((PyArrayObject_fields *)(obj))->descr->type_num)
+#define PyArray_GETITEM(obj,itemptr) \
+        PyArray_DESCR(obj)->f->getitem((char *)(itemptr), \
+                                     (PyArrayObject *)(obj))
+
+#define PyArray_SETITEM(obj,itemptr,v) \
+        PyArray_DESCR(obj)->f->setitem((PyObject *)(v), \
+                                     (char *)(itemptr), \
+                                     (PyArrayObject *)(obj))
+#endif
+
+static inline PyArray_Descr *
+PyArray_DTYPE(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->descr;
+}
+
+static inline npy_intp *
+PyArray_SHAPE(PyArrayObject *arr)
+{
+    return ((PyArrayObject_fields *)arr)->dimensions;
+}
+
+/*
+ * Enables the specified array flags. Does no checking,
+ * assumes you know what you're doing.
+ */
+static inline void
+PyArray_ENABLEFLAGS(PyArrayObject *arr, int flags)
+{
+    ((PyArrayObject_fields *)arr)->flags |= flags;
+}
+
+/*
+ * Clears the specified array flags. Does no checking,
+ * assumes you know what you're doing.
+ */
+static inline void
+PyArray_CLEARFLAGS(PyArrayObject *arr, int flags)
+{
+    ((PyArrayObject_fields *)arr)->flags &= ~flags;
+}
+
+#if NPY_FEATURE_VERSION >= NPY_1_22_API_VERSION
+    static inline NPY_RETURNS_BORROWED_REF PyObject *
+    PyArray_HANDLER(PyArrayObject *arr)
+    {
+        return ((PyArrayObject_fields *)arr)->mem_handler;
+    }
+#endif
+
+#define PyTypeNum_ISBOOL(type) ((type) == NPY_BOOL)
+
+#define PyTypeNum_ISUNSIGNED(type) (((type) == NPY_UBYTE) ||   \
+                                 ((type) == NPY_USHORT) ||     \
+                                 ((type) == NPY_UINT) ||       \
+                                 ((type) == NPY_ULONG) ||      \
+                                 ((type) == NPY_ULONGLONG))
+
+#define PyTypeNum_ISSIGNED(type) (((type) == NPY_BYTE) ||      \
+                               ((type) == NPY_SHORT) ||        \
+                               ((type) == NPY_INT) ||          \
+                               ((type) == NPY_LONG) ||         \
+                               ((type) == NPY_LONGLONG))
+
+#define PyTypeNum_ISINTEGER(type) (((type) >= NPY_BYTE) &&     \
+                                ((type) <= NPY_ULONGLONG))
+
+#define PyTypeNum_ISFLOAT(type) ((((type) >= NPY_FLOAT) && \
+                              ((type) <= NPY_LONGDOUBLE)) || \
+                              ((type) == NPY_HALF))
+
+#define PyTypeNum_ISNUMBER(type) (((type) <= NPY_CLONGDOUBLE) || \
+                                  ((type) == NPY_HALF))
+
+#define PyTypeNum_ISSTRING(type) (((type) == NPY_STRING) ||    \
+                                  ((type) == NPY_UNICODE))
+
+#define PyTypeNum_ISCOMPLEX(type) (((type) >= NPY_CFLOAT) &&   \
+                                ((type) <= NPY_CLONGDOUBLE))
+
+#define PyTypeNum_ISPYTHON(type) (((type) == NPY_LONG) ||      \
+                                  ((type) == NPY_DOUBLE) ||    \
+                                  ((type) == NPY_CDOUBLE) ||   \
+                                  ((type) == NPY_BOOL) ||      \
+                                  ((type) == NPY_OBJECT ))
+
+#define PyTypeNum_ISFLEXIBLE(type) (((type) >=NPY_STRING) &&  \
+                                    ((type) <=NPY_VOID))
+
+#define PyTypeNum_ISDATETIME(type) (((type) >=NPY_DATETIME) &&  \
+                                    ((type) <=NPY_TIMEDELTA))
+
+#define PyTypeNum_ISUSERDEF(type) (((type) >= NPY_USERDEF) && \
+                                   ((type) < NPY_USERDEF+     \
+                                    NPY_NUMUSERTYPES))
+
+#define PyTypeNum_ISEXTENDED(type) (PyTypeNum_ISFLEXIBLE(type) ||  \
+                                    PyTypeNum_ISUSERDEF(type))
+
+#define PyTypeNum_ISOBJECT(type) ((type) == NPY_OBJECT)
+
+
+#define PyDataType_ISBOOL(obj) PyTypeNum_ISBOOL(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISUNSIGNED(obj) PyTypeNum_ISUNSIGNED(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISSIGNED(obj) PyTypeNum_ISSIGNED(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISINTEGER(obj) PyTypeNum_ISINTEGER(((PyArray_Descr*)(obj))->type_num )
+#define PyDataType_ISFLOAT(obj) PyTypeNum_ISFLOAT(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISNUMBER(obj) PyTypeNum_ISNUMBER(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISSTRING(obj) PyTypeNum_ISSTRING(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISCOMPLEX(obj) PyTypeNum_ISCOMPLEX(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISPYTHON(obj) PyTypeNum_ISPYTHON(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISFLEXIBLE(obj) PyTypeNum_ISFLEXIBLE(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISDATETIME(obj) PyTypeNum_ISDATETIME(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISUSERDEF(obj) PyTypeNum_ISUSERDEF(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISEXTENDED(obj) PyTypeNum_ISEXTENDED(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_ISOBJECT(obj) PyTypeNum_ISOBJECT(((PyArray_Descr*)(obj))->type_num)
+#define PyDataType_HASFIELDS(obj) (((PyArray_Descr *)(obj))->names != NULL)
+#define PyDataType_HASSUBARRAY(dtype) ((dtype)->subarray != NULL)
+#define PyDataType_ISUNSIZED(dtype) ((dtype)->elsize == 0 && \
+                                      !PyDataType_HASFIELDS(dtype))
+#define PyDataType_MAKEUNSIZED(dtype) ((dtype)->elsize = 0)
+
+#define PyArray_ISBOOL(obj) PyTypeNum_ISBOOL(PyArray_TYPE(obj))
+#define PyArray_ISUNSIGNED(obj) PyTypeNum_ISUNSIGNED(PyArray_TYPE(obj))
+#define PyArray_ISSIGNED(obj) PyTypeNum_ISSIGNED(PyArray_TYPE(obj))
+#define PyArray_ISINTEGER(obj) PyTypeNum_ISINTEGER(PyArray_TYPE(obj))
+#define PyArray_ISFLOAT(obj) PyTypeNum_ISFLOAT(PyArray_TYPE(obj))
+#define PyArray_ISNUMBER(obj) PyTypeNum_ISNUMBER(PyArray_TYPE(obj))
+#define PyArray_ISSTRING(obj) PyTypeNum_ISSTRING(PyArray_TYPE(obj))
+#define PyArray_ISCOMPLEX(obj) PyTypeNum_ISCOMPLEX(PyArray_TYPE(obj))
+#define PyArray_ISPYTHON(obj) PyTypeNum_ISPYTHON(PyArray_TYPE(obj))
+#define PyArray_ISFLEXIBLE(obj) PyTypeNum_ISFLEXIBLE(PyArray_TYPE(obj))
+#define PyArray_ISDATETIME(obj) PyTypeNum_ISDATETIME(PyArray_TYPE(obj))
+#define PyArray_ISUSERDEF(obj) PyTypeNum_ISUSERDEF(PyArray_TYPE(obj))
+#define PyArray_ISEXTENDED(obj) PyTypeNum_ISEXTENDED(PyArray_TYPE(obj))
+#define PyArray_ISOBJECT(obj) PyTypeNum_ISOBJECT(PyArray_TYPE(obj))
+#define PyArray_HASFIELDS(obj) PyDataType_HASFIELDS(PyArray_DESCR(obj))
+
+    /*
+     * FIXME: This should check for a flag on the data-type that
+     * states whether or not it is variable length.  Because the
+     * ISFLEXIBLE check is hard-coded to the built-in data-types.
+     */
+#define PyArray_ISVARIABLE(obj) PyTypeNum_ISFLEXIBLE(PyArray_TYPE(obj))
+
+#define PyArray_SAFEALIGNEDCOPY(obj) (PyArray_ISALIGNED(obj) && !PyArray_ISVARIABLE(obj))
+
+
+#define NPY_LITTLE '<'
+#define NPY_BIG '>'
+#define NPY_NATIVE '='
+#define NPY_SWAP 's'
+#define NPY_IGNORE '|'
+
+#if NPY_BYTE_ORDER == NPY_BIG_ENDIAN
+#define NPY_NATBYTE NPY_BIG
+#define NPY_OPPBYTE NPY_LITTLE
+#else
+#define NPY_NATBYTE NPY_LITTLE
+#define NPY_OPPBYTE NPY_BIG
+#endif
+
+#define PyArray_ISNBO(arg) ((arg) != NPY_OPPBYTE)
+#define PyArray_IsNativeByteOrder PyArray_ISNBO
+#define PyArray_ISNOTSWAPPED(m) PyArray_ISNBO(PyArray_DESCR(m)->byteorder)
+#define PyArray_ISBYTESWAPPED(m) (!PyArray_ISNOTSWAPPED(m))
+
+#define PyArray_FLAGSWAP(m, flags) (PyArray_CHKFLAGS(m, flags) &&       \
+                                    PyArray_ISNOTSWAPPED(m))
+
+#define PyArray_ISCARRAY(m) PyArray_FLAGSWAP(m, NPY_ARRAY_CARRAY)
+#define PyArray_ISCARRAY_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_CARRAY_RO)
+#define PyArray_ISFARRAY(m) PyArray_FLAGSWAP(m, NPY_ARRAY_FARRAY)
+#define PyArray_ISFARRAY_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_FARRAY_RO)
+#define PyArray_ISBEHAVED(m) PyArray_FLAGSWAP(m, NPY_ARRAY_BEHAVED)
+#define PyArray_ISBEHAVED_RO(m) PyArray_FLAGSWAP(m, NPY_ARRAY_ALIGNED)
+
+
+#define PyDataType_ISNOTSWAPPED(d) PyArray_ISNBO(((PyArray_Descr *)(d))->byteorder)
+#define PyDataType_ISBYTESWAPPED(d) (!PyDataType_ISNOTSWAPPED(d))
+
+/************************************************************
+ * A struct used by PyArray_CreateSortedStridePerm, new in 1.7.
+ ************************************************************/
+
+typedef struct {
+    npy_intp perm, stride;
+} npy_stride_sort_item;
+
+/************************************************************
+ * This is the form of the struct that's stored in the
+ * PyCapsule returned by an array's __array_struct__ attribute. See
+ * https://docs.scipy.org/doc/numpy/reference/arrays.interface.html for the full
+ * documentation.
+ ************************************************************/
+typedef struct {
+    int two;              /*
+                           * contains the integer 2 as a sanity
+                           * check
+                           */
+
+    int nd;               /* number of dimensions */
+
+    char typekind;        /*
+                           * kind in array --- character code of
+                           * typestr
+                           */
+
+    int itemsize;         /* size of each element */
+
+    int flags;            /*
+                           * how should be data interpreted. Valid
+                           * flags are CONTIGUOUS (1), F_CONTIGUOUS (2),
+                           * ALIGNED (0x100), NOTSWAPPED (0x200), and
+                           * WRITEABLE (0x400).  ARR_HAS_DESCR (0x800)
+                           * states that arrdescr field is present in
+                           * structure
+                           */
+
+    npy_intp *shape;       /*
+                            * A length-nd array of shape
+                            * information
+                            */
+
+    npy_intp *strides;    /* A length-nd array of stride information */
+
+    void *data;           /* A pointer to the first element of the array */
+
+    PyObject *descr;      /*
+                           * A list of fields or NULL (ignored if flags
+                           * does not have ARR_HAS_DESCR flag set)
+                           */
+} PyArrayInterface;
+
+/*
+ * This is a function for hooking into the PyDataMem_NEW/FREE/RENEW functions.
+ * See the documentation for PyDataMem_SetEventHook.
+ */
+typedef void (PyDataMem_EventHookFunc)(void *inp, void *outp, size_t size,
+                                       void *user_data);
+
+
+/*
+ * PyArray_DTypeMeta related definitions.
+ *
+ * As of now, this API is preliminary and will be extended as necessary.
+ */
+#if defined(NPY_INTERNAL_BUILD) && NPY_INTERNAL_BUILD
+    /*
+     * The Structures defined in this block are currently considered
+     * private API and may change without warning!
+     * Part of this (at least the size) is expected to be public API without
+     * further modifications.
+     */
+    /* TODO: Make this definition public in the API, as soon as its settled */
+    NPY_NO_EXPORT extern PyTypeObject PyArrayDTypeMeta_Type;
+
+    /*
+     * While NumPy DTypes would not need to be heap types the plan is to
+     * make DTypes available in Python at which point they will be heap types.
+     * Since we also wish to add fields to the DType class, this looks like
+     * a typical instance definition, but with PyHeapTypeObject instead of
+     * only the PyObject_HEAD.
+     * This must only be exposed very extremely careful consideration, since
+     * it is a fairly complex construct which may be better to allow
+     * refactoring of.
+     */
+    typedef struct {
+        PyHeapTypeObject super;
+
+        /*
+         * Most DTypes will have a singleton default instance, for the
+         * parametric legacy DTypes (bytes, string, void, datetime) this
+         * may be a pointer to the *prototype* instance?
+         */
+        PyArray_Descr *singleton;
+        /* Copy of the legacy DTypes type number, usually invalid. */
+        int type_num;
+
+        /* The type object of the scalar instances (may be NULL?) */
+        PyTypeObject *scalar_type;
+        /*
+         * DType flags to signal legacy, parametric, or
+         * abstract.  But plenty of space for additional information/flags.
+         */
+        npy_uint64 flags;
+
+        /*
+         * Use indirection in order to allow a fixed size for this struct.
+         * A stable ABI size makes creating a static DType less painful
+         * while also ensuring flexibility for all opaque API (with one
+         * indirection due the pointer lookup).
+         */
+        void *dt_slots;
+        void *reserved[3];
+    } PyArray_DTypeMeta;
+
+#endif  /* NPY_INTERNAL_BUILD */
+
+
+/*
+ * Use the keyword NPY_DEPRECATED_INCLUDES to ensure that the header files
+ * npy_*_*_deprecated_api.h are only included from here and nowhere else.
+ */
+#ifdef NPY_DEPRECATED_INCLUDES
+#error "Do not use the reserved keyword NPY_DEPRECATED_INCLUDES."
+#endif
+#define NPY_DEPRECATED_INCLUDES
+#if !defined(NPY_NO_DEPRECATED_API) || \
+    (NPY_NO_DEPRECATED_API < NPY_1_7_API_VERSION)
+#include "npy_1_7_deprecated_api.h"
+#endif
+/*
+ * There is no file npy_1_8_deprecated_api.h since there are no additional
+ * deprecated API features in NumPy 1.8.
+ *
+ * Note to maintainers: insert code like the following in future NumPy
+ * versions.
+ *
+ * #if !defined(NPY_NO_DEPRECATED_API) || \
+ *     (NPY_NO_DEPRECATED_API < NPY_1_9_API_VERSION)
+ * #include "npy_1_9_deprecated_api.h"
+ * #endif
+ */
+#undef NPY_DEPRECATED_INCLUDES
+
+#endif  /* NUMPY_CORE_INCLUDE_NUMPY_NDARRAYTYPES_H_ */

evalkit_tf437/lib/python3.10/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h

@@ -0,0 +1,124 @@
+#ifndef NPY_DEPRECATED_INCLUDES
+#error "Should never include npy_*_*_deprecated_api directly."
+#endif
+
+#ifndef NUMPY_CORE_INCLUDE_NUMPY_NPY_1_7_DEPRECATED_API_H_
+#define NUMPY_CORE_INCLUDE_NUMPY_NPY_1_7_DEPRECATED_API_H_
+
+/* Emit a warning if the user did not specifically request the old API */
+#ifndef NPY_NO_DEPRECATED_API
+#if defined(_WIN32)
+#define _WARN___STR2__(x) #x
+#define _WARN___STR1__(x) _WARN___STR2__(x)
+#define _WARN___LOC__ __FILE__ "(" _WARN___STR1__(__LINE__) ") : Warning Msg: "
+#pragma message(_WARN___LOC__"Using deprecated NumPy API, disable it with " \
+                         "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION")
+#else
+#warning "Using deprecated NumPy API, disable it with " \
+         "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION"
+#endif
+#endif
+
+/*
+ * This header exists to collect all dangerous/deprecated NumPy API
+ * as of NumPy 1.7.
+ *
+ * This is an attempt to remove bad API, the proliferation of macros,
+ * and namespace pollution currently produced by the NumPy headers.
+ */
+
+/* These array flags are deprecated as of NumPy 1.7 */
+#define NPY_CONTIGUOUS NPY_ARRAY_C_CONTIGUOUS
+#define NPY_FORTRAN NPY_ARRAY_F_CONTIGUOUS
+
+/*
+ * The consistent NPY_ARRAY_* names which don't pollute the NPY_*
+ * namespace were added in NumPy 1.7.
+ *
+ * These versions of the carray flags are deprecated, but
+ * probably should only be removed after two releases instead of one.
+ */
+#define NPY_C_CONTIGUOUS   NPY_ARRAY_C_CONTIGUOUS
+#define NPY_F_CONTIGUOUS   NPY_ARRAY_F_CONTIGUOUS
+#define NPY_OWNDATA        NPY_ARRAY_OWNDATA
+#define NPY_FORCECAST      NPY_ARRAY_FORCECAST
+#define NPY_ENSURECOPY     NPY_ARRAY_ENSURECOPY
+#define NPY_ENSUREARRAY    NPY_ARRAY_ENSUREARRAY
+#define NPY_ELEMENTSTRIDES NPY_ARRAY_ELEMENTSTRIDES
+#define NPY_ALIGNED        NPY_ARRAY_ALIGNED
+#define NPY_NOTSWAPPED     NPY_ARRAY_NOTSWAPPED
+#define NPY_WRITEABLE      NPY_ARRAY_WRITEABLE
+#define NPY_BEHAVED        NPY_ARRAY_BEHAVED
+#define NPY_BEHAVED_NS     NPY_ARRAY_BEHAVED_NS
+#define NPY_CARRAY         NPY_ARRAY_CARRAY
+#define NPY_CARRAY_RO      NPY_ARRAY_CARRAY_RO
+#define NPY_FARRAY         NPY_ARRAY_FARRAY
+#define NPY_FARRAY_RO      NPY_ARRAY_FARRAY_RO
+#define NPY_DEFAULT        NPY_ARRAY_DEFAULT
+#define NPY_IN_ARRAY       NPY_ARRAY_IN_ARRAY
+#define NPY_OUT_ARRAY      NPY_ARRAY_OUT_ARRAY
+#define NPY_INOUT_ARRAY    NPY_ARRAY_INOUT_ARRAY
+#define NPY_IN_FARRAY      NPY_ARRAY_IN_FARRAY
+#define NPY_OUT_FARRAY     NPY_ARRAY_OUT_FARRAY
+#define NPY_INOUT_FARRAY   NPY_ARRAY_INOUT_FARRAY
+#define NPY_UPDATE_ALL     NPY_ARRAY_UPDATE_ALL
+
+/* This way of accessing the default type is deprecated as of NumPy 1.7 */
+#define PyArray_DEFAULT NPY_DEFAULT_TYPE
+
+/* These DATETIME bits aren't used internally */
+#define PyDataType_GetDatetimeMetaData(descr)                                 \
+    ((descr->metadata == NULL) ? NULL :                                       \
+        ((PyArray_DatetimeMetaData *)(PyCapsule_GetPointer(                   \
+                PyDict_GetItemString(                                         \
+                    descr->metadata, NPY_METADATA_DTSTR), NULL))))
+
+/*
+ * Deprecated as of NumPy 1.7, this kind of shortcut doesn't
+ * belong in the public API.
+ */
+#define NPY_AO PyArrayObject
+
+/*
+ * Deprecated as of NumPy 1.7, an all-lowercase macro doesn't
+ * belong in the public API.
+ */
+#define fortran fortran_
+
+/*
+ * Deprecated as of NumPy 1.7, as it is a namespace-polluting
+ * macro.
+ */
+#define FORTRAN_IF PyArray_FORTRAN_IF
+
+/* Deprecated as of NumPy 1.7, datetime64 uses c_metadata instead */
+#define NPY_METADATA_DTSTR "__timeunit__"
+
+/*
+ * Deprecated as of NumPy 1.7.
+ * The reasoning:
+ *  - These are for datetime, but there's no datetime "namespace".
+ *  - They just turn NPY_STR_<x> into "<x>", which is just
+ *    making something simple be indirected.
+ */
+#define NPY_STR_Y "Y"
+#define NPY_STR_M "M"
+#define NPY_STR_W "W"
+#define NPY_STR_D "D"
+#define NPY_STR_h "h"
+#define NPY_STR_m "m"
+#define NPY_STR_s "s"
+#define NPY_STR_ms "ms"
+#define NPY_STR_us "us"
+#define NPY_STR_ns "ns"
+#define NPY_STR_ps "ps"
+#define NPY_STR_fs "fs"
+#define NPY_STR_as "as"
+
+/*
+ * The macros in old_defines.h are Deprecated as of NumPy 1.7 and will be
+ * removed in the next major release.
+ */
+#include "old_defines.h"
+
+#endif  /* NUMPY_CORE_INCLUDE_NUMPY_NPY_1_7_DEPRECATED_API_H_ */

evalkit_tf437/lib/python3.10/site-packages/numpy/core/include/numpy/npy_common.h

@@ -0,0 +1,1086 @@
+#ifndef NUMPY_CORE_INCLUDE_NUMPY_NPY_COMMON_H_
+#define NUMPY_CORE_INCLUDE_NUMPY_NPY_COMMON_H_
+
+/* need Python.h for npy_intp, npy_uintp */
+#include <Python.h>
+
+/* numpconfig.h is auto-generated */
+#include "numpyconfig.h"
+#ifdef HAVE_NPY_CONFIG_H
+#include <npy_config.h>
+#endif
+
+/*
+ * using static inline modifiers when defining npy_math functions
+ * allows the compiler to make optimizations when possible
+ */
+#ifndef NPY_INLINE_MATH
+#if defined(NPY_INTERNAL_BUILD) && NPY_INTERNAL_BUILD
+    #define NPY_INLINE_MATH 1
+#else
+    #define NPY_INLINE_MATH 0
+#endif
+#endif
+
+/*
+ * gcc does not unroll even with -O3
+ * use with care, unrolling on modern cpus rarely speeds things up
+ */
+#ifdef HAVE_ATTRIBUTE_OPTIMIZE_UNROLL_LOOPS
+#define NPY_GCC_UNROLL_LOOPS \
+    __attribute__((optimize("unroll-loops")))
+#else
+#define NPY_GCC_UNROLL_LOOPS
+#endif
+
+/* highest gcc optimization level, enabled autovectorizer */
+#ifdef HAVE_ATTRIBUTE_OPTIMIZE_OPT_3
+#define NPY_GCC_OPT_3 __attribute__((optimize("O3")))
+#else
+#define NPY_GCC_OPT_3
+#endif
+
+/*
+ * mark an argument (starting from 1) that must not be NULL and is not checked
+ * DO NOT USE IF FUNCTION CHECKS FOR NULL!! the compiler will remove the check
+ */
+#ifdef HAVE_ATTRIBUTE_NONNULL
+#define NPY_GCC_NONNULL(n) __attribute__((nonnull(n)))
+#else
+#define NPY_GCC_NONNULL(n)
+#endif
+
+/*
+ * give a hint to the compiler which branch is more likely or unlikely
+ * to occur, e.g. rare error cases:
+ *
+ * if (NPY_UNLIKELY(failure == 0))
+ *    return NULL;
+ *
+ * the double !! is to cast the expression (e.g. NULL) to a boolean required by
+ * the intrinsic
+ */
+#ifdef HAVE___BUILTIN_EXPECT
+#define NPY_LIKELY(x) __builtin_expect(!!(x), 1)
+#define NPY_UNLIKELY(x) __builtin_expect(!!(x), 0)
+#else
+#define NPY_LIKELY(x) (x)
+#define NPY_UNLIKELY(x) (x)
+#endif
+
+#ifdef HAVE___BUILTIN_PREFETCH
+/* unlike _mm_prefetch also works on non-x86 */
+#define NPY_PREFETCH(x, rw, loc) __builtin_prefetch((x), (rw), (loc))
+#else
+#ifdef NPY_HAVE_SSE
+/* _MM_HINT_ET[01] (rw = 1) unsupported, only available in gcc >= 4.9 */
+#define NPY_PREFETCH(x, rw, loc) _mm_prefetch((x), loc == 0 ? _MM_HINT_NTA : \
+                                             (loc == 1 ? _MM_HINT_T2 : \
+                                              (loc == 2 ? _MM_HINT_T1 : \
+                                               (loc == 3 ? _MM_HINT_T0 : -1))))
+#else
+#define NPY_PREFETCH(x, rw,loc)
+#endif
+#endif
+
+/* `NPY_INLINE` kept for backwards compatibility; use `inline` instead */
+#if defined(_MSC_VER) && !defined(__clang__)
+    #define NPY_INLINE __inline
+/* clang included here to handle clang-cl on Windows */
+#elif defined(__GNUC__) || defined(__clang__)
+    #if defined(__STRICT_ANSI__)
+         #define NPY_INLINE __inline__
+    #else
+         #define NPY_INLINE inline
+    #endif
+#else
+    #define NPY_INLINE
+#endif
+
+#ifdef _MSC_VER
+    #define NPY_FINLINE static __forceinline
+#elif defined(__GNUC__)
+    #define NPY_FINLINE static inline __attribute__((always_inline))
+#else
+    #define NPY_FINLINE static
+#endif
+
+#if defined(_MSC_VER)
+    #define NPY_NOINLINE static __declspec(noinline)
+#elif defined(__GNUC__) || defined(__clang__)
+    #define NPY_NOINLINE static __attribute__((noinline))
+#else
+    #define NPY_NOINLINE static
+#endif
+
+#ifdef HAVE___THREAD
+    #define NPY_TLS __thread
+#else
+    #ifdef HAVE___DECLSPEC_THREAD_
+        #define NPY_TLS __declspec(thread)
+    #else
+        #define NPY_TLS
+    #endif
+#endif
+
+#ifdef WITH_CPYCHECKER_RETURNS_BORROWED_REF_ATTRIBUTE
+  #define NPY_RETURNS_BORROWED_REF \
+    __attribute__((cpychecker_returns_borrowed_ref))
+#else
+  #define NPY_RETURNS_BORROWED_REF
+#endif
+
+#ifdef WITH_CPYCHECKER_STEALS_REFERENCE_TO_ARG_ATTRIBUTE
+  #define NPY_STEALS_REF_TO_ARG(n) \
+   __attribute__((cpychecker_steals_reference_to_arg(n)))
+#else
+ #define NPY_STEALS_REF_TO_ARG(n)
+#endif
+
+/* 64 bit file position support, also on win-amd64. Issue gh-2256 */
+#if defined(_MSC_VER) && defined(_WIN64) && (_MSC_VER > 1400) || \
+    defined(__MINGW32__) || defined(__MINGW64__)
+    #include <io.h>
+
+    #define npy_fseek _fseeki64
+    #define npy_ftell _ftelli64
+    #define npy_lseek _lseeki64
+    #define npy_off_t npy_int64
+
+    #if NPY_SIZEOF_INT == 8
+        #define NPY_OFF_T_PYFMT "i"
+    #elif NPY_SIZEOF_LONG == 8
+        #define NPY_OFF_T_PYFMT "l"
+    #elif NPY_SIZEOF_LONGLONG == 8
+        #define NPY_OFF_T_PYFMT "L"
+    #else
+        #error Unsupported size for type off_t
+    #endif
+#else
+#ifdef HAVE_FSEEKO
+    #define npy_fseek fseeko
+#else
+    #define npy_fseek fseek
+#endif
+#ifdef HAVE_FTELLO
+    #define npy_ftell ftello
+#else
+    #define npy_ftell ftell
+#endif
+    #include <sys/types.h>
+    #ifndef _WIN32
+        #include <unistd.h>
+    #endif
+    #define npy_lseek lseek
+    #define npy_off_t off_t
+
+    #if NPY_SIZEOF_OFF_T == NPY_SIZEOF_SHORT
+        #define NPY_OFF_T_PYFMT "h"
+    #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_INT
+        #define NPY_OFF_T_PYFMT "i"
+    #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONG
+        #define NPY_OFF_T_PYFMT "l"
+    #elif NPY_SIZEOF_OFF_T == NPY_SIZEOF_LONGLONG
+        #define NPY_OFF_T_PYFMT "L"
+    #else
+        #error Unsupported size for type off_t
+    #endif
+#endif
+
+/* enums for detected endianness */
+enum {
+        NPY_CPU_UNKNOWN_ENDIAN,
+        NPY_CPU_LITTLE,
+        NPY_CPU_BIG
+};
+
+/*
+ * This is to typedef npy_intp to the appropriate pointer size for this
+ * platform.  Py_intptr_t, Py_uintptr_t are defined in pyport.h.
+ */
+typedef Py_intptr_t npy_intp;
+typedef Py_uintptr_t npy_uintp;
+
+/*
+ * Define sizes that were not defined in numpyconfig.h.
+ */
+#define NPY_SIZEOF_CHAR 1
+#define NPY_SIZEOF_BYTE 1
+#define NPY_SIZEOF_DATETIME 8
+#define NPY_SIZEOF_TIMEDELTA 8
+#define NPY_SIZEOF_INTP NPY_SIZEOF_PY_INTPTR_T
+#define NPY_SIZEOF_UINTP NPY_SIZEOF_PY_INTPTR_T
+#define NPY_SIZEOF_HALF 2
+#define NPY_SIZEOF_CFLOAT NPY_SIZEOF_COMPLEX_FLOAT
+#define NPY_SIZEOF_CDOUBLE NPY_SIZEOF_COMPLEX_DOUBLE
+#define NPY_SIZEOF_CLONGDOUBLE NPY_SIZEOF_COMPLEX_LONGDOUBLE
+
+#ifdef constchar
+#undef constchar
+#endif
+
+#define NPY_SSIZE_T_PYFMT "n"
+#define constchar char
+
+/* NPY_INTP_FMT Note:
+ *      Unlike the other NPY_*_FMT macros, which are used with PyOS_snprintf,
+ *      NPY_INTP_FMT is used with PyErr_Format and PyUnicode_FromFormat. Those
+ *      functions use different formatting codes that are portably specified
+ *      according to the Python documentation. See issue gh-2388.
+ */
+#if NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_INT
+        #define NPY_INTP NPY_INT
+        #define NPY_UINTP NPY_UINT
+        #define PyIntpArrType_Type PyIntArrType_Type
+        #define PyUIntpArrType_Type PyUIntArrType_Type
+        #define NPY_MAX_INTP NPY_MAX_INT
+        #define NPY_MIN_INTP NPY_MIN_INT
+        #define NPY_MAX_UINTP NPY_MAX_UINT
+        #define NPY_INTP_FMT "d"
+#elif NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONG
+        #define NPY_INTP NPY_LONG
+        #define NPY_UINTP NPY_ULONG
+        #define PyIntpArrType_Type PyLongArrType_Type
+        #define PyUIntpArrType_Type PyULongArrType_Type
+        #define NPY_MAX_INTP NPY_MAX_LONG
+        #define NPY_MIN_INTP NPY_MIN_LONG
+        #define NPY_MAX_UINTP NPY_MAX_ULONG
+        #define NPY_INTP_FMT "ld"
+#elif defined(PY_LONG_LONG) && (NPY_SIZEOF_PY_INTPTR_T == NPY_SIZEOF_LONGLONG)
+        #define NPY_INTP NPY_LONGLONG
+        #define NPY_UINTP NPY_ULONGLONG
+        #define PyIntpArrType_Type PyLongLongArrType_Type
+        #define PyUIntpArrType_Type PyULongLongArrType_Type
+        #define NPY_MAX_INTP NPY_MAX_LONGLONG
+        #define NPY_MIN_INTP NPY_MIN_LONGLONG
+        #define NPY_MAX_UINTP NPY_MAX_ULONGLONG
+        #define NPY_INTP_FMT "lld"
+#endif
+
+/*
+ * We can only use C99 formats for npy_int_p if it is the same as
+ * intp_t, hence the condition on HAVE_UNITPTR_T
+ */
+#if (NPY_USE_C99_FORMATS) == 1 \
+        && (defined HAVE_UINTPTR_T) \
+        && (defined HAVE_INTTYPES_H)
+        #include <inttypes.h>
+        #undef NPY_INTP_FMT
+        #define NPY_INTP_FMT PRIdPTR
+#endif
+
+
+/*
+ * Some platforms don't define bool, long long, or long double.
+ * Handle that here.
+ */
+#define NPY_BYTE_FMT "hhd"
+#define NPY_UBYTE_FMT "hhu"
+#define NPY_SHORT_FMT "hd"
+#define NPY_USHORT_FMT "hu"
+#define NPY_INT_FMT "d"
+#define NPY_UINT_FMT "u"
+#define NPY_LONG_FMT "ld"
+#define NPY_ULONG_FMT "lu"
+#define NPY_HALF_FMT "g"
+#define NPY_FLOAT_FMT "g"
+#define NPY_DOUBLE_FMT "g"
+
+
+#ifdef PY_LONG_LONG
+typedef PY_LONG_LONG npy_longlong;
+typedef unsigned PY_LONG_LONG npy_ulonglong;
+#  ifdef _MSC_VER
+#    define NPY_LONGLONG_FMT         "I64d"
+#    define NPY_ULONGLONG_FMT        "I64u"
+#  else
+#    define NPY_LONGLONG_FMT         "lld"
+#    define NPY_ULONGLONG_FMT        "llu"
+#  endif
+#  ifdef _MSC_VER
+#    define NPY_LONGLONG_SUFFIX(x)   (x##i64)
+#    define NPY_ULONGLONG_SUFFIX(x)  (x##Ui64)
+#  else
+#    define NPY_LONGLONG_SUFFIX(x)   (x##LL)
+#    define NPY_ULONGLONG_SUFFIX(x)  (x##ULL)
+#  endif
+#else
+typedef long npy_longlong;
+typedef unsigned long npy_ulonglong;
+#  define NPY_LONGLONG_SUFFIX(x)  (x##L)
+#  define NPY_ULONGLONG_SUFFIX(x) (x##UL)
+#endif
+
+
+typedef unsigned char npy_bool;
+#define NPY_FALSE 0
+#define NPY_TRUE 1
+/*
+ * `NPY_SIZEOF_LONGDOUBLE` isn't usually equal to sizeof(long double).
+ * In some certain cases, it may forced to be equal to sizeof(double)
+ * even against the compiler implementation and the same goes for
+ * `complex long double`.
+ *
+ * Therefore, avoid `long double`, use `npy_longdouble` instead,
+ * and when it comes to standard math functions make sure of using
+ * the double version when `NPY_SIZEOF_LONGDOUBLE` == `NPY_SIZEOF_DOUBLE`.
+ * For example:
+ *   npy_longdouble *ptr, x;
+ *   #if NPY_SIZEOF_LONGDOUBLE == NPY_SIZEOF_DOUBLE
+ *       npy_longdouble r = modf(x, ptr);
+ *   #else
+ *       npy_longdouble r = modfl(x, ptr);
+ *   #endif
+ *
+ * See https://github.com/numpy/numpy/issues/20348
+ */
+#if NPY_SIZEOF_LONGDOUBLE == NPY_SIZEOF_DOUBLE
+    #define NPY_LONGDOUBLE_FMT "g"
+    typedef double npy_longdouble;
+#else
+    #define NPY_LONGDOUBLE_FMT "Lg"
+    typedef long double npy_longdouble;
+#endif
+
+#ifndef Py_USING_UNICODE
+#error Must use Python with unicode enabled.
+#endif
+
+
+typedef signed char npy_byte;
+typedef unsigned char npy_ubyte;
+typedef unsigned short npy_ushort;
+typedef unsigned int npy_uint;
+typedef unsigned long npy_ulong;
+
+/* These are for completeness */
+typedef char npy_char;
+typedef short npy_short;
+typedef int npy_int;
+typedef long npy_long;
+typedef float npy_float;
+typedef double npy_double;
+
+typedef Py_hash_t npy_hash_t;
+#define NPY_SIZEOF_HASH_T NPY_SIZEOF_INTP
+
+/*
+ * Disabling C99 complex usage: a lot of C code in numpy/scipy rely on being
+ * able to do .real/.imag. Will have to convert code first.
+ */
+#if 0
+#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_DOUBLE)
+typedef complex npy_cdouble;
+#else
+typedef struct { double real, imag; } npy_cdouble;
+#endif
+
+#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_FLOAT)
+typedef complex float npy_cfloat;
+#else
+typedef struct { float real, imag; } npy_cfloat;
+#endif
+
+#if defined(NPY_USE_C99_COMPLEX) && defined(NPY_HAVE_COMPLEX_LONG_DOUBLE)
+typedef complex long double npy_clongdouble;
+#else
+typedef struct {npy_longdouble real, imag;} npy_clongdouble;
+#endif
+#endif
+#if NPY_SIZEOF_COMPLEX_DOUBLE != 2 * NPY_SIZEOF_DOUBLE
+#error npy_cdouble definition is not compatible with C99 complex definition ! \
+        Please contact NumPy maintainers and give detailed information about your \
+        compiler and platform
+#endif
+typedef struct { double real, imag; } npy_cdouble;
+
+#if NPY_SIZEOF_COMPLEX_FLOAT != 2 * NPY_SIZEOF_FLOAT
+#error npy_cfloat definition is not compatible with C99 complex definition ! \
+        Please contact NumPy maintainers and give detailed information about your \
+        compiler and platform
+#endif
+typedef struct { float real, imag; } npy_cfloat;
+
+#if NPY_SIZEOF_COMPLEX_LONGDOUBLE != 2 * NPY_SIZEOF_LONGDOUBLE
+#error npy_clongdouble definition is not compatible with C99 complex definition ! \
+        Please contact NumPy maintainers and give detailed information about your \
+        compiler and platform
+#endif
+typedef struct { npy_longdouble real, imag; } npy_clongdouble;
+
+/*
+ * numarray-style bit-width typedefs
+ */
+#define NPY_MAX_INT8 127
+#define NPY_MIN_INT8 -128
+#define NPY_MAX_UINT8 255
+#define NPY_MAX_INT16 32767
+#define NPY_MIN_INT16 -32768
+#define NPY_MAX_UINT16 65535
+#define NPY_MAX_INT32 2147483647
+#define NPY_MIN_INT32 (-NPY_MAX_INT32 - 1)
+#define NPY_MAX_UINT32 4294967295U
+#define NPY_MAX_INT64 NPY_LONGLONG_SUFFIX(9223372036854775807)
+#define NPY_MIN_INT64 (-NPY_MAX_INT64 - NPY_LONGLONG_SUFFIX(1))
+#define NPY_MAX_UINT64 NPY_ULONGLONG_SUFFIX(18446744073709551615)
+#define NPY_MAX_INT128 NPY_LONGLONG_SUFFIX(85070591730234615865843651857942052864)
+#define NPY_MIN_INT128 (-NPY_MAX_INT128 - NPY_LONGLONG_SUFFIX(1))
+#define NPY_MAX_UINT128 NPY_ULONGLONG_SUFFIX(170141183460469231731687303715884105728)
+#define NPY_MAX_INT256 NPY_LONGLONG_SUFFIX(57896044618658097711785492504343953926634992332820282019728792003956564819967)
+#define NPY_MIN_INT256 (-NPY_MAX_INT256 - NPY_LONGLONG_SUFFIX(1))
+#define NPY_MAX_UINT256 NPY_ULONGLONG_SUFFIX(115792089237316195423570985008687907853269984665640564039457584007913129639935)
+#define NPY_MIN_DATETIME NPY_MIN_INT64
+#define NPY_MAX_DATETIME NPY_MAX_INT64
+#define NPY_MIN_TIMEDELTA NPY_MIN_INT64
+#define NPY_MAX_TIMEDELTA NPY_MAX_INT64
+
+        /* Need to find the number of bits for each type and
+           make definitions accordingly.
+
+           C states that sizeof(char) == 1 by definition
+
+           So, just using the sizeof keyword won't help.
+
+           It also looks like Python itself uses sizeof(char) quite a
+           bit, which by definition should be 1 all the time.
+
+           Idea: Make Use of CHAR_BIT which should tell us how many
+           BITS per CHARACTER
+        */
+
+        /* Include platform definitions -- These are in the C89/90 standard */
+#include <limits.h>
+#define NPY_MAX_BYTE SCHAR_MAX
+#define NPY_MIN_BYTE SCHAR_MIN
+#define NPY_MAX_UBYTE UCHAR_MAX
+#define NPY_MAX_SHORT SHRT_MAX
+#define NPY_MIN_SHORT SHRT_MIN
+#define NPY_MAX_USHORT USHRT_MAX
+#define NPY_MAX_INT   INT_MAX
+#ifndef INT_MIN
+#define INT_MIN (-INT_MAX - 1)
+#endif
+#define NPY_MIN_INT   INT_MIN
+#define NPY_MAX_UINT  UINT_MAX
+#define NPY_MAX_LONG  LONG_MAX
+#define NPY_MIN_LONG  LONG_MIN
+#define NPY_MAX_ULONG  ULONG_MAX
+
+#define NPY_BITSOF_BOOL (sizeof(npy_bool) * CHAR_BIT)
+#define NPY_BITSOF_CHAR CHAR_BIT
+#define NPY_BITSOF_BYTE (NPY_SIZEOF_BYTE * CHAR_BIT)
+#define NPY_BITSOF_SHORT (NPY_SIZEOF_SHORT * CHAR_BIT)
+#define NPY_BITSOF_INT (NPY_SIZEOF_INT * CHAR_BIT)
+#define NPY_BITSOF_LONG (NPY_SIZEOF_LONG * CHAR_BIT)
+#define NPY_BITSOF_LONGLONG (NPY_SIZEOF_LONGLONG * CHAR_BIT)
+#define NPY_BITSOF_INTP (NPY_SIZEOF_INTP * CHAR_BIT)
+#define NPY_BITSOF_HALF (NPY_SIZEOF_HALF * CHAR_BIT)
+#define NPY_BITSOF_FLOAT (NPY_SIZEOF_FLOAT * CHAR_BIT)
+#define NPY_BITSOF_DOUBLE (NPY_SIZEOF_DOUBLE * CHAR_BIT)
+#define NPY_BITSOF_LONGDOUBLE (NPY_SIZEOF_LONGDOUBLE * CHAR_BIT)
+#define NPY_BITSOF_CFLOAT (NPY_SIZEOF_CFLOAT * CHAR_BIT)
+#define NPY_BITSOF_CDOUBLE (NPY_SIZEOF_CDOUBLE * CHAR_BIT)
+#define NPY_BITSOF_CLONGDOUBLE (NPY_SIZEOF_CLONGDOUBLE * CHAR_BIT)
+#define NPY_BITSOF_DATETIME (NPY_SIZEOF_DATETIME * CHAR_BIT)
+#define NPY_BITSOF_TIMEDELTA (NPY_SIZEOF_TIMEDELTA * CHAR_BIT)
+
+#if NPY_BITSOF_LONG == 8
+#define NPY_INT8 NPY_LONG
+#define NPY_UINT8 NPY_ULONG
+        typedef long npy_int8;
+        typedef unsigned long npy_uint8;
+#define PyInt8ScalarObject PyLongScalarObject
+#define PyInt8ArrType_Type PyLongArrType_Type
+#define PyUInt8ScalarObject PyULongScalarObject
+#define PyUInt8ArrType_Type PyULongArrType_Type
+#define NPY_INT8_FMT NPY_LONG_FMT
+#define NPY_UINT8_FMT NPY_ULONG_FMT
+#elif NPY_BITSOF_LONG == 16
+#define NPY_INT16 NPY_LONG
+#define NPY_UINT16 NPY_ULONG
+        typedef long npy_int16;
+        typedef unsigned long npy_uint16;
+#define PyInt16ScalarObject PyLongScalarObject
+#define PyInt16ArrType_Type PyLongArrType_Type
+#define PyUInt16ScalarObject PyULongScalarObject
+#define PyUInt16ArrType_Type PyULongArrType_Type
+#define NPY_INT16_FMT NPY_LONG_FMT
+#define NPY_UINT16_FMT NPY_ULONG_FMT
+#elif NPY_BITSOF_LONG == 32
+#define NPY_INT32 NPY_LONG
+#define NPY_UINT32 NPY_ULONG
+        typedef long npy_int32;
+        typedef unsigned long npy_uint32;
+        typedef unsigned long npy_ucs4;
+#define PyInt32ScalarObject PyLongScalarObject
+#define PyInt32ArrType_Type PyLongArrType_Type
+#define PyUInt32ScalarObject PyULongScalarObject
+#define PyUInt32ArrType_Type PyULongArrType_Type
+#define NPY_INT32_FMT NPY_LONG_FMT
+#define NPY_UINT32_FMT NPY_ULONG_FMT
+#elif NPY_BITSOF_LONG == 64
+#define NPY_INT64 NPY_LONG
+#define NPY_UINT64 NPY_ULONG
+        typedef long npy_int64;
+        typedef unsigned long npy_uint64;
+#define PyInt64ScalarObject PyLongScalarObject
+#define PyInt64ArrType_Type PyLongArrType_Type
+#define PyUInt64ScalarObject PyULongScalarObject
+#define PyUInt64ArrType_Type PyULongArrType_Type
+#define NPY_INT64_FMT NPY_LONG_FMT
+#define NPY_UINT64_FMT NPY_ULONG_FMT
+#define MyPyLong_FromInt64 PyLong_FromLong
+#define MyPyLong_AsInt64 PyLong_AsLong
+#elif NPY_BITSOF_LONG == 128
+#define NPY_INT128 NPY_LONG
+#define NPY_UINT128 NPY_ULONG
+        typedef long npy_int128;
+        typedef unsigned long npy_uint128;
+#define PyInt128ScalarObject PyLongScalarObject
+#define PyInt128ArrType_Type PyLongArrType_Type
+#define PyUInt128ScalarObject PyULongScalarObject
+#define PyUInt128ArrType_Type PyULongArrType_Type
+#define NPY_INT128_FMT NPY_LONG_FMT
+#define NPY_UINT128_FMT NPY_ULONG_FMT
+#endif
+
+#if NPY_BITSOF_LONGLONG == 8
+#  ifndef NPY_INT8
+#    define NPY_INT8 NPY_LONGLONG
+#    define NPY_UINT8 NPY_ULONGLONG
+        typedef npy_longlong npy_int8;
+        typedef npy_ulonglong npy_uint8;
+#    define PyInt8ScalarObject PyLongLongScalarObject
+#    define PyInt8ArrType_Type PyLongLongArrType_Type
+#    define PyUInt8ScalarObject PyULongLongScalarObject
+#    define PyUInt8ArrType_Type PyULongLongArrType_Type
+#define NPY_INT8_FMT NPY_LONGLONG_FMT
+#define NPY_UINT8_FMT NPY_ULONGLONG_FMT
+#  endif
+#  define NPY_MAX_LONGLONG NPY_MAX_INT8
+#  define NPY_MIN_LONGLONG NPY_MIN_INT8
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT8
+#elif NPY_BITSOF_LONGLONG == 16
+#  ifndef NPY_INT16
+#    define NPY_INT16 NPY_LONGLONG
+#    define NPY_UINT16 NPY_ULONGLONG
+        typedef npy_longlong npy_int16;
+        typedef npy_ulonglong npy_uint16;
+#    define PyInt16ScalarObject PyLongLongScalarObject
+#    define PyInt16ArrType_Type PyLongLongArrType_Type
+#    define PyUInt16ScalarObject PyULongLongScalarObject
+#    define PyUInt16ArrType_Type PyULongLongArrType_Type
+#define NPY_INT16_FMT NPY_LONGLONG_FMT
+#define NPY_UINT16_FMT NPY_ULONGLONG_FMT
+#  endif
+#  define NPY_MAX_LONGLONG NPY_MAX_INT16
+#  define NPY_MIN_LONGLONG NPY_MIN_INT16
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT16
+#elif NPY_BITSOF_LONGLONG == 32
+#  ifndef NPY_INT32
+#    define NPY_INT32 NPY_LONGLONG
+#    define NPY_UINT32 NPY_ULONGLONG
+        typedef npy_longlong npy_int32;
+        typedef npy_ulonglong npy_uint32;
+        typedef npy_ulonglong npy_ucs4;
+#    define PyInt32ScalarObject PyLongLongScalarObject
+#    define PyInt32ArrType_Type PyLongLongArrType_Type
+#    define PyUInt32ScalarObject PyULongLongScalarObject
+#    define PyUInt32ArrType_Type PyULongLongArrType_Type
+#define NPY_INT32_FMT NPY_LONGLONG_FMT
+#define NPY_UINT32_FMT NPY_ULONGLONG_FMT
+#  endif
+#  define NPY_MAX_LONGLONG NPY_MAX_INT32
+#  define NPY_MIN_LONGLONG NPY_MIN_INT32
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT32
+#elif NPY_BITSOF_LONGLONG == 64
+#  ifndef NPY_INT64
+#    define NPY_INT64 NPY_LONGLONG
+#    define NPY_UINT64 NPY_ULONGLONG
+        typedef npy_longlong npy_int64;
+        typedef npy_ulonglong npy_uint64;
+#    define PyInt64ScalarObject PyLongLongScalarObject
+#    define PyInt64ArrType_Type PyLongLongArrType_Type
+#    define PyUInt64ScalarObject PyULongLongScalarObject
+#    define PyUInt64ArrType_Type PyULongLongArrType_Type
+#define NPY_INT64_FMT NPY_LONGLONG_FMT
+#define NPY_UINT64_FMT NPY_ULONGLONG_FMT
+#    define MyPyLong_FromInt64 PyLong_FromLongLong
+#    define MyPyLong_AsInt64 PyLong_AsLongLong
+#  endif
+#  define NPY_MAX_LONGLONG NPY_MAX_INT64
+#  define NPY_MIN_LONGLONG NPY_MIN_INT64
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT64
+#elif NPY_BITSOF_LONGLONG == 128
+#  ifndef NPY_INT128
+#    define NPY_INT128 NPY_LONGLONG
+#    define NPY_UINT128 NPY_ULONGLONG
+        typedef npy_longlong npy_int128;
+        typedef npy_ulonglong npy_uint128;
+#    define PyInt128ScalarObject PyLongLongScalarObject
+#    define PyInt128ArrType_Type PyLongLongArrType_Type
+#    define PyUInt128ScalarObject PyULongLongScalarObject
+#    define PyUInt128ArrType_Type PyULongLongArrType_Type
+#define NPY_INT128_FMT NPY_LONGLONG_FMT
+#define NPY_UINT128_FMT NPY_ULONGLONG_FMT
+#  endif
+#  define NPY_MAX_LONGLONG NPY_MAX_INT128
+#  define NPY_MIN_LONGLONG NPY_MIN_INT128
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT128
+#elif NPY_BITSOF_LONGLONG == 256
+#  define NPY_INT256 NPY_LONGLONG
+#  define NPY_UINT256 NPY_ULONGLONG
+        typedef npy_longlong npy_int256;
+        typedef npy_ulonglong npy_uint256;
+#  define PyInt256ScalarObject PyLongLongScalarObject
+#  define PyInt256ArrType_Type PyLongLongArrType_Type
+#  define PyUInt256ScalarObject PyULongLongScalarObject
+#  define PyUInt256ArrType_Type PyULongLongArrType_Type
+#define NPY_INT256_FMT NPY_LONGLONG_FMT
+#define NPY_UINT256_FMT NPY_ULONGLONG_FMT
+#  define NPY_MAX_LONGLONG NPY_MAX_INT256
+#  define NPY_MIN_LONGLONG NPY_MIN_INT256
+#  define NPY_MAX_ULONGLONG NPY_MAX_UINT256
+#endif
+
+#if NPY_BITSOF_INT == 8
+#ifndef NPY_INT8
+#define NPY_INT8 NPY_INT
+#define NPY_UINT8 NPY_UINT
+        typedef int npy_int8;
+        typedef unsigned int npy_uint8;
+#    define PyInt8ScalarObject PyIntScalarObject
+#    define PyInt8ArrType_Type PyIntArrType_Type
+#    define PyUInt8ScalarObject PyUIntScalarObject
+#    define PyUInt8ArrType_Type PyUIntArrType_Type
+#define NPY_INT8_FMT NPY_INT_FMT
+#define NPY_UINT8_FMT NPY_UINT_FMT
+#endif
+#elif NPY_BITSOF_INT == 16
+#ifndef NPY_INT16
+#define NPY_INT16 NPY_INT
+#define NPY_UINT16 NPY_UINT
+        typedef int npy_int16;
+        typedef unsigned int npy_uint16;
+#    define PyInt16ScalarObject PyIntScalarObject
+#    define PyInt16ArrType_Type PyIntArrType_Type
+#    define PyUInt16ScalarObject PyIntUScalarObject
+#    define PyUInt16ArrType_Type PyIntUArrType_Type
+#define NPY_INT16_FMT NPY_INT_FMT
+#define NPY_UINT16_FMT NPY_UINT_FMT
+#endif
+#elif NPY_BITSOF_INT == 32
+#ifndef NPY_INT32
+#define NPY_INT32 NPY_INT
+#define NPY_UINT32 NPY_UINT
+        typedef int npy_int32;
+        typedef unsigned int npy_uint32;
+        typedef unsigned int npy_ucs4;
+#    define PyInt32ScalarObject PyIntScalarObject
+#    define PyInt32ArrType_Type PyIntArrType_Type
+#    define PyUInt32ScalarObject PyUIntScalarObject
+#    define PyUInt32ArrType_Type PyUIntArrType_Type
+#define NPY_INT32_FMT NPY_INT_FMT
+#define NPY_UINT32_FMT NPY_UINT_FMT
+#endif
+#elif NPY_BITSOF_INT == 64
+#ifndef NPY_INT64
+#define NPY_INT64 NPY_INT
+#define NPY_UINT64 NPY_UINT
+        typedef int npy_int64;
+        typedef unsigned int npy_uint64;
+#    define PyInt64ScalarObject PyIntScalarObject
+#    define PyInt64ArrType_Type PyIntArrType_Type
+#    define PyUInt64ScalarObject PyUIntScalarObject
+#    define PyUInt64ArrType_Type PyUIntArrType_Type
+#define NPY_INT64_FMT NPY_INT_FMT
+#define NPY_UINT64_FMT NPY_UINT_FMT
+#    define MyPyLong_FromInt64 PyLong_FromLong
+#    define MyPyLong_AsInt64 PyLong_AsLong
+#endif
+#elif NPY_BITSOF_INT == 128
+#ifndef NPY_INT128
+#define NPY_INT128 NPY_INT
+#define NPY_UINT128 NPY_UINT
+        typedef int npy_int128;
+        typedef unsigned int npy_uint128;
+#    define PyInt128ScalarObject PyIntScalarObject
+#    define PyInt128ArrType_Type PyIntArrType_Type
+#    define PyUInt128ScalarObject PyUIntScalarObject
+#    define PyUInt128ArrType_Type PyUIntArrType_Type
+#define NPY_INT128_FMT NPY_INT_FMT
+#define NPY_UINT128_FMT NPY_UINT_FMT
+#endif
+#endif
+
+#if NPY_BITSOF_SHORT == 8
+#ifndef NPY_INT8
+#define NPY_INT8 NPY_SHORT
+#define NPY_UINT8 NPY_USHORT
+        typedef short npy_int8;
+        typedef unsigned short npy_uint8;
+#    define PyInt8ScalarObject PyShortScalarObject
+#    define PyInt8ArrType_Type PyShortArrType_Type
+#    define PyUInt8ScalarObject PyUShortScalarObject
+#    define PyUInt8ArrType_Type PyUShortArrType_Type
+#define NPY_INT8_FMT NPY_SHORT_FMT
+#define NPY_UINT8_FMT NPY_USHORT_FMT
+#endif
+#elif NPY_BITSOF_SHORT == 16
+#ifndef NPY_INT16
+#define NPY_INT16 NPY_SHORT
+#define NPY_UINT16 NPY_USHORT
+        typedef short npy_int16;
+        typedef unsigned short npy_uint16;
+#    define PyInt16ScalarObject PyShortScalarObject
+#    define PyInt16ArrType_Type PyShortArrType_Type
+#    define PyUInt16ScalarObject PyUShortScalarObject
+#    define PyUInt16ArrType_Type PyUShortArrType_Type
+#define NPY_INT16_FMT NPY_SHORT_FMT
+#define NPY_UINT16_FMT NPY_USHORT_FMT
+#endif
+#elif NPY_BITSOF_SHORT == 32
+#ifndef NPY_INT32
+#define NPY_INT32 NPY_SHORT
+#define NPY_UINT32 NPY_USHORT
+        typedef short npy_int32;
+        typedef unsigned short npy_uint32;
+        typedef unsigned short npy_ucs4;
+#    define PyInt32ScalarObject PyShortScalarObject
+#    define PyInt32ArrType_Type PyShortArrType_Type
+#    define PyUInt32ScalarObject PyUShortScalarObject
+#    define PyUInt32ArrType_Type PyUShortArrType_Type
+#define NPY_INT32_FMT NPY_SHORT_FMT
+#define NPY_UINT32_FMT NPY_USHORT_FMT
+#endif
+#elif NPY_BITSOF_SHORT == 64
+#ifndef NPY_INT64
+#define NPY_INT64 NPY_SHORT
+#define NPY_UINT64 NPY_USHORT
+        typedef short npy_int64;
+        typedef unsigned short npy_uint64;
+#    define PyInt64ScalarObject PyShortScalarObject
+#    define PyInt64ArrType_Type PyShortArrType_Type
+#    define PyUInt64ScalarObject PyUShortScalarObject
+#    define PyUInt64ArrType_Type PyUShortArrType_Type
+#define NPY_INT64_FMT NPY_SHORT_FMT
+#define NPY_UINT64_FMT NPY_USHORT_FMT
+#    define MyPyLong_FromInt64 PyLong_FromLong
+#    define MyPyLong_AsInt64 PyLong_AsLong
+#endif
+#elif NPY_BITSOF_SHORT == 128
+#ifndef NPY_INT128
+#define NPY_INT128 NPY_SHORT
+#define NPY_UINT128 NPY_USHORT
+        typedef short npy_int128;
+        typedef unsigned short npy_uint128;
+#    define PyInt128ScalarObject PyShortScalarObject
+#    define PyInt128ArrType_Type PyShortArrType_Type
+#    define PyUInt128ScalarObject PyUShortScalarObject
+#    define PyUInt128ArrType_Type PyUShortArrType_Type
+#define NPY_INT128_FMT NPY_SHORT_FMT
+#define NPY_UINT128_FMT NPY_USHORT_FMT
+#endif
+#endif
+
+
+#if NPY_BITSOF_CHAR == 8
+#ifndef NPY_INT8
+#define NPY_INT8 NPY_BYTE
+#define NPY_UINT8 NPY_UBYTE
+        typedef signed char npy_int8;
+        typedef unsigned char npy_uint8;
+#    define PyInt8ScalarObject PyByteScalarObject
+#    define PyInt8ArrType_Type PyByteArrType_Type
+#    define PyUInt8ScalarObject PyUByteScalarObject
+#    define PyUInt8ArrType_Type PyUByteArrType_Type
+#define NPY_INT8_FMT NPY_BYTE_FMT
+#define NPY_UINT8_FMT NPY_UBYTE_FMT
+#endif
+#elif NPY_BITSOF_CHAR == 16
+#ifndef NPY_INT16
+#define NPY_INT16 NPY_BYTE
+#define NPY_UINT16 NPY_UBYTE
+        typedef signed char npy_int16;
+        typedef unsigned char npy_uint16;
+#    define PyInt16ScalarObject PyByteScalarObject
+#    define PyInt16ArrType_Type PyByteArrType_Type
+#    define PyUInt16ScalarObject PyUByteScalarObject
+#    define PyUInt16ArrType_Type PyUByteArrType_Type
+#define NPY_INT16_FMT NPY_BYTE_FMT
+#define NPY_UINT16_FMT NPY_UBYTE_FMT
+#endif
+#elif NPY_BITSOF_CHAR == 32
+#ifndef NPY_INT32
+#define NPY_INT32 NPY_BYTE
+#define NPY_UINT32 NPY_UBYTE
+        typedef signed char npy_int32;
+        typedef unsigned char npy_uint32;
+        typedef unsigned char npy_ucs4;
+#    define PyInt32ScalarObject PyByteScalarObject
+#    define PyInt32ArrType_Type PyByteArrType_Type
+#    define PyUInt32ScalarObject PyUByteScalarObject
+#    define PyUInt32ArrType_Type PyUByteArrType_Type
+#define NPY_INT32_FMT NPY_BYTE_FMT
+#define NPY_UINT32_FMT NPY_UBYTE_FMT
+#endif
+#elif NPY_BITSOF_CHAR == 64
+#ifndef NPY_INT64
+#define NPY_INT64 NPY_BYTE
+#define NPY_UINT64 NPY_UBYTE
+        typedef signed char npy_int64;
+        typedef unsigned char npy_uint64;
+#    define PyInt64ScalarObject PyByteScalarObject
+#    define PyInt64ArrType_Type PyByteArrType_Type
+#    define PyUInt64ScalarObject PyUByteScalarObject
+#    define PyUInt64ArrType_Type PyUByteArrType_Type
+#define NPY_INT64_FMT NPY_BYTE_FMT
+#define NPY_UINT64_FMT NPY_UBYTE_FMT
+#    define MyPyLong_FromInt64 PyLong_FromLong
+#    define MyPyLong_AsInt64 PyLong_AsLong
+#endif
+#elif NPY_BITSOF_CHAR == 128
+#ifndef NPY_INT128
+#define NPY_INT128 NPY_BYTE
+#define NPY_UINT128 NPY_UBYTE
+        typedef signed char npy_int128;
+        typedef unsigned char npy_uint128;
+#    define PyInt128ScalarObject PyByteScalarObject
+#    define PyInt128ArrType_Type PyByteArrType_Type
+#    define PyUInt128ScalarObject PyUByteScalarObject
+#    define PyUInt128ArrType_Type PyUByteArrType_Type
+#define NPY_INT128_FMT NPY_BYTE_FMT
+#define NPY_UINT128_FMT NPY_UBYTE_FMT
+#endif
+#endif
+
+
+
+#if NPY_BITSOF_DOUBLE == 32
+#ifndef NPY_FLOAT32
+#define NPY_FLOAT32 NPY_DOUBLE
+#define NPY_COMPLEX64 NPY_CDOUBLE
+        typedef double npy_float32;
+        typedef npy_cdouble npy_complex64;
+#    define PyFloat32ScalarObject PyDoubleScalarObject
+#    define PyComplex64ScalarObject PyCDoubleScalarObject
+#    define PyFloat32ArrType_Type PyDoubleArrType_Type
+#    define PyComplex64ArrType_Type PyCDoubleArrType_Type
+#define NPY_FLOAT32_FMT NPY_DOUBLE_FMT
+#define NPY_COMPLEX64_FMT NPY_CDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_DOUBLE == 64
+#ifndef NPY_FLOAT64
+#define NPY_FLOAT64 NPY_DOUBLE
+#define NPY_COMPLEX128 NPY_CDOUBLE
+        typedef double npy_float64;
+        typedef npy_cdouble npy_complex128;
+#    define PyFloat64ScalarObject PyDoubleScalarObject
+#    define PyComplex128ScalarObject PyCDoubleScalarObject
+#    define PyFloat64ArrType_Type PyDoubleArrType_Type
+#    define PyComplex128ArrType_Type PyCDoubleArrType_Type
+#define NPY_FLOAT64_FMT NPY_DOUBLE_FMT
+#define NPY_COMPLEX128_FMT NPY_CDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_DOUBLE == 80
+#ifndef NPY_FLOAT80
+#define NPY_FLOAT80 NPY_DOUBLE
+#define NPY_COMPLEX160 NPY_CDOUBLE
+        typedef double npy_float80;
+        typedef npy_cdouble npy_complex160;
+#    define PyFloat80ScalarObject PyDoubleScalarObject
+#    define PyComplex160ScalarObject PyCDoubleScalarObject
+#    define PyFloat80ArrType_Type PyDoubleArrType_Type
+#    define PyComplex160ArrType_Type PyCDoubleArrType_Type
+#define NPY_FLOAT80_FMT NPY_DOUBLE_FMT
+#define NPY_COMPLEX160_FMT NPY_CDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_DOUBLE == 96
+#ifndef NPY_FLOAT96
+#define NPY_FLOAT96 NPY_DOUBLE
+#define NPY_COMPLEX192 NPY_CDOUBLE
+        typedef double npy_float96;
+        typedef npy_cdouble npy_complex192;
+#    define PyFloat96ScalarObject PyDoubleScalarObject
+#    define PyComplex192ScalarObject PyCDoubleScalarObject
+#    define PyFloat96ArrType_Type PyDoubleArrType_Type
+#    define PyComplex192ArrType_Type PyCDoubleArrType_Type
+#define NPY_FLOAT96_FMT NPY_DOUBLE_FMT
+#define NPY_COMPLEX192_FMT NPY_CDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_DOUBLE == 128
+#ifndef NPY_FLOAT128
+#define NPY_FLOAT128 NPY_DOUBLE
+#define NPY_COMPLEX256 NPY_CDOUBLE
+        typedef double npy_float128;
+        typedef npy_cdouble npy_complex256;
+#    define PyFloat128ScalarObject PyDoubleScalarObject
+#    define PyComplex256ScalarObject PyCDoubleScalarObject
+#    define PyFloat128ArrType_Type PyDoubleArrType_Type
+#    define PyComplex256ArrType_Type PyCDoubleArrType_Type
+#define NPY_FLOAT128_FMT NPY_DOUBLE_FMT
+#define NPY_COMPLEX256_FMT NPY_CDOUBLE_FMT
+#endif
+#endif
+
+
+
+#if NPY_BITSOF_FLOAT == 32
+#ifndef NPY_FLOAT32
+#define NPY_FLOAT32 NPY_FLOAT
+#define NPY_COMPLEX64 NPY_CFLOAT
+        typedef float npy_float32;
+        typedef npy_cfloat npy_complex64;
+#    define PyFloat32ScalarObject PyFloatScalarObject
+#    define PyComplex64ScalarObject PyCFloatScalarObject
+#    define PyFloat32ArrType_Type PyFloatArrType_Type
+#    define PyComplex64ArrType_Type PyCFloatArrType_Type
+#define NPY_FLOAT32_FMT NPY_FLOAT_FMT
+#define NPY_COMPLEX64_FMT NPY_CFLOAT_FMT
+#endif
+#elif NPY_BITSOF_FLOAT == 64
+#ifndef NPY_FLOAT64
+#define NPY_FLOAT64 NPY_FLOAT
+#define NPY_COMPLEX128 NPY_CFLOAT
+        typedef float npy_float64;
+        typedef npy_cfloat npy_complex128;
+#    define PyFloat64ScalarObject PyFloatScalarObject
+#    define PyComplex128ScalarObject PyCFloatScalarObject
+#    define PyFloat64ArrType_Type PyFloatArrType_Type
+#    define PyComplex128ArrType_Type PyCFloatArrType_Type
+#define NPY_FLOAT64_FMT NPY_FLOAT_FMT
+#define NPY_COMPLEX128_FMT NPY_CFLOAT_FMT
+#endif
+#elif NPY_BITSOF_FLOAT == 80
+#ifndef NPY_FLOAT80
+#define NPY_FLOAT80 NPY_FLOAT
+#define NPY_COMPLEX160 NPY_CFLOAT
+        typedef float npy_float80;
+        typedef npy_cfloat npy_complex160;
+#    define PyFloat80ScalarObject PyFloatScalarObject
+#    define PyComplex160ScalarObject PyCFloatScalarObject
+#    define PyFloat80ArrType_Type PyFloatArrType_Type
+#    define PyComplex160ArrType_Type PyCFloatArrType_Type
+#define NPY_FLOAT80_FMT NPY_FLOAT_FMT
+#define NPY_COMPLEX160_FMT NPY_CFLOAT_FMT
+#endif
+#elif NPY_BITSOF_FLOAT == 96
+#ifndef NPY_FLOAT96
+#define NPY_FLOAT96 NPY_FLOAT
+#define NPY_COMPLEX192 NPY_CFLOAT
+        typedef float npy_float96;
+        typedef npy_cfloat npy_complex192;
+#    define PyFloat96ScalarObject PyFloatScalarObject
+#    define PyComplex192ScalarObject PyCFloatScalarObject
+#    define PyFloat96ArrType_Type PyFloatArrType_Type
+#    define PyComplex192ArrType_Type PyCFloatArrType_Type
+#define NPY_FLOAT96_FMT NPY_FLOAT_FMT
+#define NPY_COMPLEX192_FMT NPY_CFLOAT_FMT
+#endif
+#elif NPY_BITSOF_FLOAT == 128
+#ifndef NPY_FLOAT128
+#define NPY_FLOAT128 NPY_FLOAT
+#define NPY_COMPLEX256 NPY_CFLOAT
+        typedef float npy_float128;
+        typedef npy_cfloat npy_complex256;
+#    define PyFloat128ScalarObject PyFloatScalarObject
+#    define PyComplex256ScalarObject PyCFloatScalarObject
+#    define PyFloat128ArrType_Type PyFloatArrType_Type
+#    define PyComplex256ArrType_Type PyCFloatArrType_Type
+#define NPY_FLOAT128_FMT NPY_FLOAT_FMT
+#define NPY_COMPLEX256_FMT NPY_CFLOAT_FMT
+#endif
+#endif
+
+/* half/float16 isn't a floating-point type in C */
+#define NPY_FLOAT16 NPY_HALF
+typedef npy_uint16 npy_half;
+typedef npy_half npy_float16;
+
+#if NPY_BITSOF_LONGDOUBLE == 32
+#ifndef NPY_FLOAT32
+#define NPY_FLOAT32 NPY_LONGDOUBLE
+#define NPY_COMPLEX64 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float32;
+        typedef npy_clongdouble npy_complex64;
+#    define PyFloat32ScalarObject PyLongDoubleScalarObject
+#    define PyComplex64ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat32ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex64ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT32_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX64_FMT NPY_CLONGDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_LONGDOUBLE == 64
+#ifndef NPY_FLOAT64
+#define NPY_FLOAT64 NPY_LONGDOUBLE
+#define NPY_COMPLEX128 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float64;
+        typedef npy_clongdouble npy_complex128;
+#    define PyFloat64ScalarObject PyLongDoubleScalarObject
+#    define PyComplex128ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat64ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex128ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT64_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX128_FMT NPY_CLONGDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_LONGDOUBLE == 80
+#ifndef NPY_FLOAT80
+#define NPY_FLOAT80 NPY_LONGDOUBLE
+#define NPY_COMPLEX160 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float80;
+        typedef npy_clongdouble npy_complex160;
+#    define PyFloat80ScalarObject PyLongDoubleScalarObject
+#    define PyComplex160ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat80ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex160ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT80_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX160_FMT NPY_CLONGDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_LONGDOUBLE == 96
+#ifndef NPY_FLOAT96
+#define NPY_FLOAT96 NPY_LONGDOUBLE
+#define NPY_COMPLEX192 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float96;
+        typedef npy_clongdouble npy_complex192;
+#    define PyFloat96ScalarObject PyLongDoubleScalarObject
+#    define PyComplex192ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat96ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex192ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT96_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX192_FMT NPY_CLONGDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_LONGDOUBLE == 128
+#ifndef NPY_FLOAT128
+#define NPY_FLOAT128 NPY_LONGDOUBLE
+#define NPY_COMPLEX256 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float128;
+        typedef npy_clongdouble npy_complex256;
+#    define PyFloat128ScalarObject PyLongDoubleScalarObject
+#    define PyComplex256ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat128ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex256ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT128_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX256_FMT NPY_CLONGDOUBLE_FMT
+#endif
+#elif NPY_BITSOF_LONGDOUBLE == 256
+#define NPY_FLOAT256 NPY_LONGDOUBLE
+#define NPY_COMPLEX512 NPY_CLONGDOUBLE
+        typedef npy_longdouble npy_float256;
+        typedef npy_clongdouble npy_complex512;
+#    define PyFloat256ScalarObject PyLongDoubleScalarObject
+#    define PyComplex512ScalarObject PyCLongDoubleScalarObject
+#    define PyFloat256ArrType_Type PyLongDoubleArrType_Type
+#    define PyComplex512ArrType_Type PyCLongDoubleArrType_Type
+#define NPY_FLOAT256_FMT NPY_LONGDOUBLE_FMT
+#define NPY_COMPLEX512_FMT NPY_CLONGDOUBLE_FMT
+#endif
+
+/* datetime typedefs */
+typedef npy_int64 npy_timedelta;
+typedef npy_int64 npy_datetime;
+#define NPY_DATETIME_FMT NPY_INT64_FMT
+#define NPY_TIMEDELTA_FMT NPY_INT64_FMT
+
+/* End of typedefs for numarray style bit-width names */
+
+#endif  /* NUMPY_CORE_INCLUDE_NUMPY_NPY_COMMON_H_ */

evalkit_tf437/lib/python3.10/site-packages/numpy/core/include/numpy/utils.h

@@ -0,0 +1,37 @@
+#ifndef NUMPY_CORE_INCLUDE_NUMPY_UTILS_H_
+#define NUMPY_CORE_INCLUDE_NUMPY_UTILS_H_
+
+#ifndef __COMP_NPY_UNUSED
+    #if defined(__GNUC__)
+        #define __COMP_NPY_UNUSED __attribute__ ((__unused__))
+    #elif defined(__ICC)
+        #define __COMP_NPY_UNUSED __attribute__ ((__unused__))
+    #elif defined(__clang__)
+        #define __COMP_NPY_UNUSED __attribute__ ((unused))
+    #else
+        #define __COMP_NPY_UNUSED
+    #endif
+#endif
+
+#if defined(__GNUC__) || defined(__ICC) || defined(__clang__)
+    #define NPY_DECL_ALIGNED(x) __attribute__ ((aligned (x)))
+#elif defined(_MSC_VER)
+    #define NPY_DECL_ALIGNED(x) __declspec(align(x))
+#else
+    #define NPY_DECL_ALIGNED(x)
+#endif
+
+/* Use this to tag a variable as not used. It will remove unused variable
+ * warning on support platforms (see __COM_NPY_UNUSED) and mangle the variable
+ * to avoid accidental use */
+#define NPY_UNUSED(x) __NPY_UNUSED_TAGGED ## x __COMP_NPY_UNUSED
+#define NPY_EXPAND(x) x
+
+#define NPY_STRINGIFY(x) #x
+#define NPY_TOSTRING(x) NPY_STRINGIFY(x)
+
+#define NPY_CAT__(a, b) a ## b
+#define NPY_CAT_(a, b) NPY_CAT__(a, b)
+#define NPY_CAT(a, b) NPY_CAT_(a, b)
+
+#endif  /* NUMPY_CORE_INCLUDE_NUMPY_UTILS_H_ */

evalkit_tf437/lib/python3.10/site-packages/numpy/core/lib/npy-pkg-config/mlib.ini

@@ -0,0 +1,12 @@
+[meta]
+Name = mlib
+Description = Math library used with this version of numpy
+Version = 1.0
+
+[default]
+Libs=-lm
+Cflags=
+
+[msvc]
+Libs=m.lib
+Cflags=

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/generate_umath_validation_data.cpp

@@ -0,0 +1,170 @@
+#include <algorithm>
+#include <fstream>
+#include <iostream>
+#include <math.h>
+#include <random>
+#include <cstdio>
+#include <ctime>
+#include <vector>
+
+struct ufunc {
+    std::string name;
+    double (*f32func)(double);
+    long double (*f64func)(long double);
+    float f32ulp;
+    float f64ulp;
+};
+
+template <typename T>
+T
+RandomFloat(T a, T b)
+{
+    T random = ((T)rand()) / (T)RAND_MAX;
+    T diff = b - a;
+    T r = random * diff;
+    return a + r;
+}
+
+template <typename T>
+void
+append_random_array(std::vector<T> &arr, T min, T max, size_t N)
+{
+    for (size_t ii = 0; ii < N; ++ii)
+        arr.emplace_back(RandomFloat<T>(min, max));
+}
+
+template <typename T1, typename T2>
+std::vector<T1>
+computeTrueVal(const std::vector<T1> &in, T2 (*mathfunc)(T2))
+{
+    std::vector<T1> out;
+    for (T1 elem : in) {
+        T2 elem_d = (T2)elem;
+        T1 out_elem = (T1)mathfunc(elem_d);
+        out.emplace_back(out_elem);
+    }
+    return out;
+}
+
+/*
+ * FP range:
+ * [-inf, -maxflt, -1., -minflt, -minden, 0., minden, minflt, 1., maxflt, inf]
+ */
+
+#define MINDEN std::numeric_limits<T>::denorm_min()
+#define MINFLT std::numeric_limits<T>::min()
+#define MAXFLT std::numeric_limits<T>::max()
+#define INF std::numeric_limits<T>::infinity()
+#define qNAN std::numeric_limits<T>::quiet_NaN()
+#define sNAN std::numeric_limits<T>::signaling_NaN()
+
+template <typename T>
+std::vector<T>
+generate_input_vector(std::string func)
+{
+    std::vector<T> input = {MINDEN,  -MINDEN, MINFLT, -MINFLT, MAXFLT,
+                            -MAXFLT, INF,     -INF,   qNAN,    sNAN,
+                            -1.0,    1.0,     0.0,    -0.0};
+
+    // [-1.0, 1.0]
+    if ((func == "arcsin") || (func == "arccos") || (func == "arctanh")) {
+        append_random_array<T>(input, -1.0, 1.0, 700);
+    }
+    // (0.0, INF]
+    else if ((func == "log2") || (func == "log10")) {
+        append_random_array<T>(input, 0.0, 1.0, 200);
+        append_random_array<T>(input, MINDEN, MINFLT, 200);
+        append_random_array<T>(input, MINFLT, 1.0, 200);
+        append_random_array<T>(input, 1.0, MAXFLT, 200);
+    }
+    // (-1.0, INF]
+    else if (func == "log1p") {
+        append_random_array<T>(input, -1.0, 1.0, 200);
+        append_random_array<T>(input, -MINFLT, -MINDEN, 100);
+        append_random_array<T>(input, -1.0, -MINFLT, 100);
+        append_random_array<T>(input, MINDEN, MINFLT, 100);
+        append_random_array<T>(input, MINFLT, 1.0, 100);
+        append_random_array<T>(input, 1.0, MAXFLT, 100);
+    }
+    // [1.0, INF]
+    else if (func == "arccosh") {
+        append_random_array<T>(input, 1.0, 2.0, 400);
+        append_random_array<T>(input, 2.0, MAXFLT, 300);
+    }
+    // [-INF, INF]
+    else {
+        append_random_array<T>(input, -1.0, 1.0, 100);
+        append_random_array<T>(input, MINDEN, MINFLT, 100);
+        append_random_array<T>(input, -MINFLT, -MINDEN, 100);
+        append_random_array<T>(input, MINFLT, 1.0, 100);
+        append_random_array<T>(input, -1.0, -MINFLT, 100);
+        append_random_array<T>(input, 1.0, MAXFLT, 100);
+        append_random_array<T>(input, -MAXFLT, -100.0, 100);
+    }
+
+    std::random_shuffle(input.begin(), input.end());
+    return input;
+}
+
+int
+main()
+{
+    srand(42);
+    std::vector<struct ufunc> umathfunc = {
+            {"sin", sin, sin, 1.49, 1.00},
+            {"cos", cos, cos, 1.49, 1.00},
+            {"tan", tan, tan, 3.91, 3.93},
+            {"arcsin", asin, asin, 3.12, 2.55},
+            {"arccos", acos, acos, 2.1, 1.67},
+            {"arctan", atan, atan, 2.3, 2.52},
+            {"sinh", sinh, sinh, 1.55, 1.89},
+            {"cosh", cosh, cosh, 2.48, 1.97},
+            {"tanh", tanh, tanh, 1.38, 1.19},
+            {"arcsinh", asinh, asinh, 1.01, 1.48},
+            {"arccosh", acosh, acosh, 1.16, 1.05},
+            {"arctanh", atanh, atanh, 1.45, 1.46},
+            {"cbrt", cbrt, cbrt, 1.94, 1.82},
+            //{"exp",exp,exp,3.76,1.53},
+            {"exp2", exp2, exp2, 1.01, 1.04},
+            {"expm1", expm1, expm1, 2.62, 2.1},
+            //{"log",log,log,1.84,1.67},
+            {"log10", log10, log10, 3.5, 1.92},
+            {"log1p", log1p, log1p, 1.96, 1.93},
+            {"log2", log2, log2, 2.12, 1.84},
+    };
+
+    for (int ii = 0; ii < umathfunc.size(); ++ii) {
+        // ignore sin/cos
+        if ((umathfunc[ii].name != "sin") && (umathfunc[ii].name != "cos")) {
+            std::string fileName =
+                    "umath-validation-set-" + umathfunc[ii].name + ".csv";
+            std::ofstream txtOut;
+            txtOut.open(fileName, std::ofstream::trunc);
+            txtOut << "dtype,input,output,ulperrortol" << std::endl;
+
+            // Single Precision
+            auto f32in = generate_input_vector<float>(umathfunc[ii].name);
+            auto f32out = computeTrueVal<float, double>(f32in,
+                                                        umathfunc[ii].f32func);
+            for (int jj = 0; jj < f32in.size(); ++jj) {
+                txtOut << "np.float32" << std::hex << ",0x"
+                       << *reinterpret_cast<uint32_t *>(&f32in[jj]) << ",0x"
+                       << *reinterpret_cast<uint32_t *>(&f32out[jj]) << ","
+                       << ceil(umathfunc[ii].f32ulp) << std::endl;
+            }
+
+            // Double Precision
+            auto f64in = generate_input_vector<double>(umathfunc[ii].name);
+            auto f64out = computeTrueVal<double, long double>(
+                    f64in, umathfunc[ii].f64func);
+            for (int jj = 0; jj < f64in.size(); ++jj) {
+                txtOut << "np.float64" << std::hex << ",0x"
+                       << *reinterpret_cast<uint64_t *>(&f64in[jj]) << ",0x"
+                       << *reinterpret_cast<uint64_t *>(&f64out[jj]) << ","
+                       << ceil(umathfunc[ii].f64ulp) << std::endl;
+            }
+            txtOut.close();
+        }
+    }
+    return 0;
+}

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/umath-validation-set-arcsin.csv

@@ -0,0 +1,1429 @@
+dtype,input,output,ulperrortol
+np.float32,0xbe7d3a7c,0xbe7fe217,4
+np.float32,0x3dc102f0,0x3dc14c60,4
+np.float32,0xbe119c28,0xbe121aef,4
+np.float32,0xbe51cd68,0xbe534c75,4
+np.float32,0x3c04a300,0x3c04a35f,4
+np.float32,0xbf4f0b62,0xbf712a69,4
+np.float32,0x3ef61a5c,0x3f005cf6,4
+np.float32,0xbf13024c,0xbf1c97df,4
+np.float32,0x3e93b580,0x3e95d6b5,4
+np.float32,0x3e44e7b8,0x3e4623a5,4
+np.float32,0xbe35df20,0xbe36d773,4
+np.float32,0x3eecd2c0,0x3ef633cf,4
+np.float32,0x3f2772ba,0x3f36862a,4
+np.float32,0x3e211ea8,0x3e21cac5,4
+np.float32,0x3e3b3d90,0x3e3c4cc6,4
+np.float32,0x3f37c962,0x3f4d018c,4
+np.float32,0x3e92ad88,0x3e94c31a,4
+np.float32,0x3f356ffc,0x3f49a766,4
+np.float32,0x3f487ba2,0x3f665254,4
+np.float32,0x3f061c46,0x3f0d27ae,4
+np.float32,0xbee340a2,0xbeeb7722,4
+np.float32,0xbe85aede,0xbe874026,4
+np.float32,0x3f34cf9a,0x3f48c474,4
+np.float32,0x3e29a690,0x3e2a6fbd,4
+np.float32,0xbeb29428,0xbeb669d1,4
+np.float32,0xbe606d40,0xbe624370,4
+np.float32,0x3dae6860,0x3dae9e85,4
+np.float32,0xbf04872b,0xbf0b4d25,4
+np.float32,0x3f2080e2,0x3f2d7ab0,4
+np.float32,0xbec77dcc,0xbecceb27,4
+np.float32,0x3e0dda10,0x3e0e4f38,4
+np.float32,0xbefaf970,0xbf03262c,4
+np.float32,0x3f576a0c,0x3f7ffee6,4
+np.float32,0x3f222382,0x3f2f95d6,4
+np.float32,0x7fc00000,0x7fc00000,4
+np.float32,0x3e41c468,0x3e42f14e,4
+np.float32,0xbf2f64dd,0xbf4139a8,4
+np.float32,0xbf60ef90,0xbf895956,4
+np.float32,0xbf67c855,0xbf90eff0,4
+np.float32,0xbed35aee,0xbed9df00,4
+np.float32,0xbf2c7d92,0xbf3d448f,4
+np.float32,0x3f7b1604,0x3faff122,4
+np.float32,0xbf7c758b,0xbfb3bf87,4
+np.float32,0x3ecda1c8,0x3ed39acf,4
+np.float32,0x3f3af8ae,0x3f519fcb,4
+np.float32,0xbf16e6a3,0xbf2160fd,4
+np.float32,0x3f0c97d2,0x3f14d668,4
+np.float32,0x3f0a8060,0x3f1257b9,4
+np.float32,0x3f27905a,0x3f36ad57,4
+np.float32,0x3eeaeba4,0x3ef40efe,4
+np.float32,0x3e58dde0,0x3e5a8580,4
+np.float32,0xbf0cabe2,0xbf14ee6b,4
+np.float32,0xbe805ca8,0xbe81bf03,4
+np.float32,0x3f5462ba,0x3f7a7b85,4
+np.float32,0xbee235d0,0xbeea4d8b,4
+np.float32,0xbe880cb0,0xbe89b426,4
+np.float32,0x80000001,0x80000001,4
+np.float32,0x3f208c00,0x3f2d88f6,4
+np.float32,0xbf34f3d2,0xbf48f7a2,4
+np.float32,0x3f629428,0x3f8b1763,4
+np.float32,0xbf52a900,0xbf776b4a,4
+np.float32,0xbd17f8d0,0xbd1801be,4
+np.float32,0xbef7cada,0xbf0153d1,4
+np.float32,0x3f7d3b90,0x3fb63967,4
+np.float32,0xbd6a20b0,0xbd6a4160,4
+np.float32,0x3f740496,0x3fa1beb7,4
+np.float32,0x3ed8762c,0x3edf7dd9,4
+np.float32,0x3f53b066,0x3f793d42,4
+np.float32,0xbe9de718,0xbea084f9,4
+np.float32,0x3ea3ae90,0x3ea69b4b,4
+np.float32,0x3f1b8f00,0x3f273183,4
+np.float32,0x3f5cd6ac,0x3f852ead,4
+np.float32,0x3f29d510,0x3f39b169,4
+np.float32,0x3ee2a934,0x3eeace33,4
+np.float32,0x3eecac94,0x3ef608c2,4
+np.float32,0xbea915e2,0xbeac5203,4
+np.float32,0xbd316e90,0xbd317cc8,4
+np.float32,0xbf70b495,0xbf9c97b6,4
+np.float32,0xbe80d976,0xbe823ff3,4
+np.float32,0x3e9205f8,0x3e94143f,4
+np.float32,0x3f49247e,0x3f676296,4
+np.float32,0x3d9030c0,0x3d904f50,4
+np.float32,0x3e4df058,0x3e4f5a5c,4
+np.float32,0xbe1fd360,0xbe207b58,4
+np.float32,0xbf69dc7c,0xbf937006,4
+np.float32,0x3f36babe,0x3f4b7df3,4
+np.float32,0xbe8c9758,0xbe8e6bb7,4
+np.float32,0xbf4de72d,0xbf6f3c20,4
+np.float32,0xbecdad68,0xbed3a780,4
+np.float32,0xbf73e2cf,0xbfa18702,4
+np.float32,0xbece16a8,0xbed41a75,4
+np.float32,0x3f618a96,0x3f89fc6d,4
+np.float32,0xbf325853,0xbf454ea9,4
+np.float32,0x3f138568,0x3f1d3828,4
+np.float32,0xbf56a6e9,0xbf7e9748,4
+np.float32,0x3ef5d594,0x3f0035bf,4
+np.float32,0xbf408220,0xbf59dfaa,4
+np.float32,0xbed120e6,0xbed76dd5,4
+np.float32,0xbf6dbda5,0xbf986cee,4
+np.float32,0x3f744a38,0x3fa23282,4
+np.float32,0xbe4b56d8,0xbe4cb329,4
+np.float32,0x3f54c5f2,0x3f7b2d97,4
+np.float32,0xbd8b1c90,0xbd8b3801,4
+np.float32,0x3ee19a48,0x3ee9a03b,4
+np.float32,0x3f48460e,0x3f65fc3d,4
+np.float32,0x3eb541c0,0x3eb9461e,4
+np.float32,0xbea7d098,0xbeaaf98c,4
+np.float32,0xbda99e40,0xbda9d00c,4
+np.float32,0xbefb2ca6,0xbf03438d,4
+np.float32,0x3f4256be,0x3f5cab0b,4
+np.float32,0xbdbdb198,0xbdbdf74d,4
+np.float32,0xbf325b5f,0xbf4552e9,4
+np.float32,0xbf704d1a,0xbf9c00b4,4
+np.float32,0x3ebb1d04,0x3ebf8cf8,4
+np.float32,0xbed03566,0xbed66bf1,4
+np.float32,0x3e8fcee8,0x3e91c501,4
+np.float32,0xbf2e1eec,0xbf3f7b9d,4
+np.float32,0x3f33c4d2,0x3f474cac,4
+np.float32,0x3f598ef4,0x3f8201b4,4
+np.float32,0x3e09bb30,0x3e0a2660,4
+np.float32,0x3ed4e228,0x3edb8cdb,4
+np.float32,0x3eb7a190,0x3ebbd0a1,4
+np.float32,0xbd9ae630,0xbd9b0c18,4
+np.float32,0x3f43020e,0x3f5db2d7,4
+np.float32,0xbec06ac0,0xbec542d4,4
+np.float32,0x3f3dfde0,0x3f561674,4
+np.float32,0xbf64084a,0xbf8cabe6,4
+np.float32,0xbd6f95b0,0xbd6fb8b7,4
+np.float32,0x3f268640,0x3f354e2d,4
+np.float32,0xbe72b4bc,0xbe7509b2,4
+np.float32,0xbf3414fa,0xbf47bd5a,4
+np.float32,0xbf375218,0xbf4c566b,4
+np.float32,0x3f203c1a,0x3f2d2273,4
+np.float32,0xbd503530,0xbd504c2b,4
+np.float32,0xbc45e540,0xbc45e67b,4
+np.float32,0xbf175c4f,0xbf21f2c6,4
+np.float32,0x3f7432a6,0x3fa20b2b,4
+np.float32,0xbf43367f,0xbf5e03d8,4
+np.float32,0x3eb3997c,0x3eb780c4,4
+np.float32,0x3e5574c8,0x3e570878,4
+np.float32,0xbf04b57b,0xbf0b8349,4
+np.float32,0x3f6216d8,0x3f8a914b,4
+np.float32,0xbf57a237,0xbf80337d,4
+np.float32,0xbee1403a,0xbee93bee,4
+np.float32,0xbeaf9b9a,0xbeb33f3b,4
+np.float32,0xbf109374,0xbf19a223,4
+np.float32,0xbeae6824,0xbeb1f810,4
+np.float32,0xbcff9320,0xbcff9dbe,4
+np.float32,0x3ed205c0,0x3ed868a9,4
+np.float32,0x3d897c30,0x3d8996ad,4
+np.float32,0xbf2899d2,0xbf380d4c,4
+np.float32,0xbf54cb0b,0xbf7b36c2,4
+np.float32,0x3ea8e8ec,0x3eac2262,4
+np.float32,0x3ef5e1a0,0x3f003c9d,4
+np.float32,0xbf00c81e,0xbf06f1e2,4
+np.float32,0xbf346775,0xbf483181,4
+np.float32,0x3f7a4fe4,0x3fae077c,4
+np.float32,0x3f00776e,0x3f06948f,4
+np.float32,0xbe0a3078,0xbe0a9cbc,4
+np.float32,0xbeba0b06,0xbebe66be,4
+np.float32,0xbdff4e38,0xbdfff8b2,4
+np.float32,0xbe927f70,0xbe9492ff,4
+np.float32,0x3ebb07e0,0x3ebf7642,4
+np.float32,0x3ebcf8e0,0x3ec18c95,4
+np.float32,0x3f49bdfc,0x3f685b51,4
+np.float32,0x3cbc29c0,0x3cbc2dfd,4
+np.float32,0xbe9e951a,0xbea13bf1,4
+np.float32,0xbe8c237c,0xbe8df33d,4
+np.float32,0x3e17f198,0x3e1881c4,4
+np.float32,0xbd0b5220,0xbd0b5902,4
+np.float32,0xbf34c4a2,0xbf48b4f5,4
+np.float32,0xbedaa814,0xbee1ea94,4
+np.float32,0x3ebf5d6c,0x3ec42053,4
+np.float32,0x3cd04b40,0x3cd050ff,4
+np.float32,0xbec33fe0,0xbec85244,4
+np.float32,0xbf00b27a,0xbf06d8d8,4
+np.float32,0x3f15d7be,0x3f201243,4
+np.float32,0xbe3debd0,0xbe3f06f7,4
+np.float32,0xbea81704,0xbeab4418,4
+np.float32,0x1,0x1,4
+np.float32,0x3f49e6ba,0x3f689d8b,4
+np.float32,0x3f351030,0x3f491fc0,4
+np.float32,0x3e607de8,0x3e625482,4
+np.float32,0xbe8dbbe4,0xbe8f9c0e,4
+np.float32,0x3edbf350,0x3ee35924,4
+np.float32,0xbf0c84c4,0xbf14bf9c,4
+np.float32,0x3eb218b0,0x3eb5e61a,4
+np.float32,0x3e466dd0,0x3e47b138,4
+np.float32,0xbe8ece94,0xbe90ba01,4
+np.float32,0xbe82ec2a,0xbe84649a,4
+np.float32,0xbf7e1f10,0xbfb98b9e,4
+np.float32,0xbf2d00ea,0xbf3df688,4
+np.float32,0x3db7cdd0,0x3db80d36,4
+np.float32,0xbe388b98,0xbe398f25,4
+np.float32,0xbd86cb40,0xbd86e436,4
+np.float32,0x7f7fffff,0x7fc00000,4
+np.float32,0x3f472a60,0x3f6436c6,4
+np.float32,0xbf5b2c1d,0xbf838d87,4
+np.float32,0x3f0409ea,0x3f0abad8,4
+np.float32,0x3f47dd0e,0x3f6553f0,4
+np.float32,0x3e3eab00,0x3e3fc98a,4
+np.float32,0xbf7c2a7f,0xbfb2e19b,4
+np.float32,0xbeda0048,0xbee13112,4
+np.float32,0x3f46600a,0x3f62f5b2,4
+np.float32,0x3f45aef4,0x3f61de43,4
+np.float32,0x3dd40a50,0x3dd46bc4,4
+np.float32,0xbf6cdd0b,0xbf974191,4
+np.float32,0x3f78de4c,0x3faac725,4
+np.float32,0x3f3c39a4,0x3f53777f,4
+np.float32,0xbe2a30ec,0xbe2afc0b,4
+np.float32,0xbf3c0ef0,0xbf533887,4
+np.float32,0x3ecb6548,0x3ed12a53,4
+np.float32,0x3eb994e8,0x3ebde7fc,4
+np.float32,0x3d4c1ee0,0x3d4c3487,4
+np.float32,0xbf52cb6d,0xbf77a7eb,4
+np.float32,0x3eb905d4,0x3ebd4e80,4
+np.float32,0x3e712428,0x3e736d72,4
+np.float32,0xbf79ee6e,0xbfad22be,4
+np.float32,0x3de6f8b0,0x3de776c1,4
+np.float32,0x3e9b2898,0x3e9da325,4
+np.float32,0x3ea09b20,0x3ea35d20,4
+np.float32,0x3d0ea9a0,0x3d0eb103,4
+np.float32,0xbd911500,0xbd913423,4
+np.float32,0x3e004618,0x3e009c97,4
+np.float32,0x3f5e0e5a,0x3f86654c,4
+np.float32,0x3f2e6300,0x3f3fd88b,4
+np.float32,0x3e0cf5d0,0x3e0d68c3,4
+np.float32,0x3d6a16c0,0x3d6a376c,4
+np.float32,0x3f7174aa,0x3f9db53c,4
+np.float32,0xbe04bba0,0xbe051b81,4
+np.float32,0xbe6fdcb4,0xbe721c92,4
+np.float32,0x3f4379f0,0x3f5e6c31,4
+np.float32,0xbf680098,0xbf913257,4
+np.float32,0xbf3c31ca,0xbf536bea,4
+np.float32,0x3f59db58,0x3f824a4e,4
+np.float32,0xbf3ffc84,0xbf591554,4
+np.float32,0x3d1d5160,0x3d1d5b48,4
+np.float32,0x3f6c64ae,0x3f96a3da,4
+np.float32,0xbf1b49fd,0xbf26daaa,4
+np.float32,0x3ec80be0,0x3ecd8576,4
+np.float32,0x3f3becc0,0x3f530629,4
+np.float32,0xbea93890,0xbeac76c1,4
+np.float32,0x3f5b3acc,0x3f839bbd,4
+np.float32,0xbf5d6818,0xbf85bef9,4
+np.float32,0x3f794266,0x3fab9fa6,4
+np.float32,0xbee8eb7c,0xbef1cf3b,4
+np.float32,0xbf360a06,0xbf4a821e,4
+np.float32,0x3f441cf6,0x3f5f693d,4
+np.float32,0x3e60de40,0x3e62b742,4
+np.float32,0xbebb3d7e,0xbebfafdc,4
+np.float32,0x3e56a3a0,0x3e583e28,4
+np.float32,0x3f375bfe,0x3f4c6499,4
+np.float32,0xbf384d7d,0xbf4dbf9a,4
+np.float32,0x3efb03a4,0x3f032c06,4
+np.float32,0x3f1d5d10,0x3f29794d,4
+np.float32,0xbe25f7dc,0xbe26b41d,4
+np.float32,0x3f6d2f88,0x3f97aebb,4
+np.float32,0xbe9fa100,0xbea255cb,4
+np.float32,0xbf21dafa,0xbf2f382a,4
+np.float32,0x3d3870e0,0x3d3880d9,4
+np.float32,0x3eeaf00c,0x3ef413f4,4
+np.float32,0xbc884ea0,0xbc88503c,4
+np.float32,0xbf7dbdad,0xbfb80b6d,4
+np.float32,0xbf4eb713,0xbf709b46,4
+np.float32,0xbf1c0ad4,0xbf27cd92,4
+np.float32,0x3f323088,0x3f451737,4
+np.float32,0x3e405d88,0x3e4183e1,4
+np.float32,0x3d7ad580,0x3d7afdb4,4
+np.float32,0xbf207338,0xbf2d6927,4
+np.float32,0xbecf7948,0xbed59e1a,4
+np.float32,0x3f16ff94,0x3f217fde,4
+np.float32,0xbdf19588,0xbdf225dd,4
+np.float32,0xbf4d9654,0xbf6eb442,4
+np.float32,0xbf390b9b,0xbf4ed220,4
+np.float32,0xbe155a74,0xbe15e354,4
+np.float32,0x3f519e4c,0x3f759850,4
+np.float32,0xbee3f08c,0xbeec3b84,4
+np.float32,0xbf478be7,0xbf64d23b,4
+np.float32,0xbefdee50,0xbf04d92a,4
+np.float32,0x3e8def78,0x3e8fd1bc,4
+np.float32,0x3e3df2a8,0x3e3f0dee,4
+np.float32,0xbf413e22,0xbf5afd97,4
+np.float32,0xbf1b8bc4,0xbf272d71,4
+np.float32,0xbf31e5be,0xbf44af22,4
+np.float32,0x3de7e080,0x3de86010,4
+np.float32,0xbf5ddf7e,0xbf863645,4
+np.float32,0x3f3eba6a,0x3f57306e,4
+np.float32,0xff7fffff,0x7fc00000,4
+np.float32,0x3ec22d5c,0x3ec72973,4
+np.float32,0x80800000,0x80800000,4
+np.float32,0x3f032e0c,0x3f09ba82,4
+np.float32,0x3d74bd60,0x3d74e2b7,4
+np.float32,0xbea0d61e,0xbea39b42,4
+np.float32,0xbefdfa78,0xbf04e02a,4
+np.float32,0x3e5cb220,0x3e5e70ec,4
+np.float32,0xbe239e54,0xbe2452a4,4
+np.float32,0x3f452738,0x3f61090e,4
+np.float32,0x3e99a2e0,0x3e9c0a66,4
+np.float32,0x3e4394d8,0x3e44ca5f,4
+np.float32,0x3f4472e2,0x3f5fef14,4
+np.float32,0xbf46bc70,0xbf638814,4
+np.float32,0xbf0b910f,0xbf139c7a,4
+np.float32,0x3f36b4a6,0x3f4b753f,4
+np.float32,0x3e0bf478,0x3e0c64f6,4
+np.float32,0x3ce02480,0x3ce02ba9,4
+np.float32,0xbd904b10,0xbd9069b1,4
+np.float32,0xbf7f5d72,0xbfc00b70,4
+np.float32,0x3f62127e,0x3f8a8ca8,4
+np.float32,0xbf320253,0xbf44d6e4,4
+np.float32,0x3f2507be,0x3f335833,4
+np.float32,0x3f299284,0x3f395887,4
+np.float32,0xbd8211b0,0xbd82281d,4
+np.float32,0xbd3374c0,0xbd338376,4
+np.float32,0x3f36c56a,0x3f4b8d30,4
+np.float32,0xbf51f704,0xbf76331f,4
+np.float32,0xbe9871ca,0xbe9acab2,4
+np.float32,0xbe818d8c,0xbe82fa0f,4
+np.float32,0x3f08b958,0x3f103c18,4
+np.float32,0x3f22559a,0x3f2fd698,4
+np.float32,0xbf11f388,0xbf1b4db8,4
+np.float32,0x3ebe1990,0x3ec2c359,4
+np.float32,0xbe75ab38,0xbe7816b6,4
+np.float32,0x3e96102c,0x3e984c99,4
+np.float32,0xbe80d9d2,0xbe824052,4
+np.float32,0x3ef47588,0x3efeda7f,4
+np.float32,0xbe45e524,0xbe4725ea,4
+np.float32,0x3f7f9e7a,0x3fc213ff,4
+np.float32,0x3f1d3c36,0x3f294faa,4
+np.float32,0xbf3c58db,0xbf53a591,4
+np.float32,0x3f0d3d20,0x3f159c69,4
+np.float32,0x3f744be6,0x3fa23552,4
+np.float32,0x3f2e0cea,0x3f3f630e,4
+np.float32,0x3e193c10,0x3e19cff7,4
+np.float32,0xbf4150ac,0xbf5b19dd,4
+np.float32,0xbf145f72,0xbf1e4355,4
+np.float32,0xbb76cc00,0xbb76cc26,4
+np.float32,0x3f756780,0x3fa41b3e,4
+np.float32,0x3ea9b868,0x3eacfe3c,4
+np.float32,0x3d07c920,0x3d07cf7f,4
+np.float32,0xbf2263d4,0xbf2fe8ff,4
+np.float32,0x3e53b3f8,0x3e553daa,4
+np.float32,0xbf785be8,0xbfa9b5ba,4
+np.float32,0x3f324f7a,0x3f454254,4
+np.float32,0xbf2188f2,0xbf2ece5b,4
+np.float32,0xbe33781c,0xbe3466a2,4
+np.float32,0xbd3cf120,0xbd3d024c,4
+np.float32,0x3f06b18a,0x3f0dd70f,4
+np.float32,0x3f40d63e,0x3f5a5f6a,4
+np.float32,0x3f752340,0x3fa3a41e,4
+np.float32,0xbe1cf1c0,0xbe1d90bc,4
+np.float32,0xbf02d948,0xbf0957d7,4
+np.float32,0x3f73bed0,0x3fa14bf7,4
+np.float32,0x3d914920,0x3d916864,4
+np.float32,0x7fa00000,0x7fe00000,4
+np.float32,0xbe67a5d8,0xbe69aba7,4
+np.float32,0x3f689c4a,0x3f91eb9f,4
+np.float32,0xbf196e00,0xbf248601,4
+np.float32,0xbf50dacb,0xbf7444fe,4
+np.float32,0x3f628b86,0x3f8b0e1e,4
+np.float32,0x3f6ee2f2,0x3f99fe7f,4
+np.float32,0x3ee5df40,0x3eee6492,4
+np.float32,0x3f501746,0x3f72f41b,4
+np.float32,0xbf1f0f18,0xbf2ba164,4
+np.float32,0xbf1a8bfd,0xbf25ec01,4
+np.float32,0xbd4926f0,0xbd493ba9,4
+np.float32,0xbf4e364f,0xbf6fc17b,4
+np.float32,0x3e50c578,0x3e523ed4,4
+np.float32,0x3f65bf10,0x3f8e95ce,4
+np.float32,0xbe8d75a2,0xbe8f52f2,4
+np.float32,0xbf3f557e,0xbf581962,4
+np.float32,0xbeff2bfc,0xbf05903a,4
+np.float32,0x3f5e8bde,0x3f86e3d8,4
+np.float32,0xbf7a0012,0xbfad4b9b,4
+np.float32,0x3edefce0,0x3ee6b790,4
+np.float32,0xbf0003de,0xbf060f09,4
+np.float32,0x3efc4650,0x3f03e548,4
+np.float32,0x3f4582e4,0x3f6198f5,4
+np.float32,0x3f10086c,0x3f18f9d0,4
+np.float32,0x3f1cd304,0x3f28ca77,4
+np.float32,0x3f683366,0x3f916e8d,4
+np.float32,0xbed49392,0xbedb3675,4
+np.float32,0xbf6fe5f6,0xbf9b6c0e,4
+np.float32,0xbf59b416,0xbf8224f6,4
+np.float32,0x3d20c960,0x3d20d3f4,4
+np.float32,0x3f6b00d6,0x3f94dbe7,4
+np.float32,0x3f6c26ae,0x3f965352,4
+np.float32,0xbf370ea6,0xbf4bf5dd,4
+np.float32,0x3dfe7230,0x3dff1af1,4
+np.float32,0xbefc21a8,0xbf03d038,4
+np.float32,0x3f16a990,0x3f21156a,4
+np.float32,0xbef8ac0c,0xbf01d48f,4
+np.float32,0x3f170de8,0x3f21919d,4
+np.float32,0x3db9ef80,0x3dba3122,4
+np.float32,0x3d696400,0x3d698461,4
+np.float32,0x3f007aa2,0x3f069843,4
+np.float32,0x3f22827c,0x3f3010a9,4
+np.float32,0x3f3650dc,0x3f4ae6f1,4
+np.float32,0xbf1d8037,0xbf29a5e1,4
+np.float32,0xbf08fdc4,0xbf108d0e,4
+np.float32,0xbd8df350,0xbd8e1079,4
+np.float32,0xbf36bb32,0xbf4b7e98,4
+np.float32,0x3f2e3756,0x3f3f9ced,4
+np.float32,0x3d5a6f20,0x3d5a89aa,4
+np.float32,0x3f55d568,0x3f7d1889,4
+np.float32,0x3e1ed110,0x3e1f75d9,4
+np.float32,0x3e7386b8,0x3e75e1dc,4
+np.float32,0x3f48ea0e,0x3f670434,4
+np.float32,0x3e921fb0,0x3e942f14,4
+np.float32,0xbf0d4d0b,0xbf15af7f,4
+np.float32,0x3f179ed2,0x3f224549,4
+np.float32,0xbf3a328e,0xbf507e6d,4
+np.float32,0xbf74591a,0xbfa24b6e,4
+np.float32,0x3ec7d1c4,0x3ecd4657,4
+np.float32,0xbf6ecbed,0xbf99de85,4
+np.float32,0x3db0bd00,0x3db0f559,4
+np.float32,0x7f800000,0x7fc00000,4
+np.float32,0x3e0373b8,0x3e03d0d6,4
+np.float32,0xbf439784,0xbf5e9a04,4
+np.float32,0xbef97a9e,0xbf024ac6,4
+np.float32,0x3e4d71a8,0x3e4ed90a,4
+np.float32,0xbf14d868,0xbf1ed7e3,4
+np.float32,0xbf776870,0xbfa7ce37,4
+np.float32,0xbe32a500,0xbe339038,4
+np.float32,0xbf326d8a,0xbf456c3d,4
+np.float32,0xbe9b758c,0xbe9df3e7,4
+np.float32,0x3d9515a0,0x3d95376a,4
+np.float32,0x3e3f7320,0x3e40953e,4
+np.float32,0xbee57e7e,0xbeedf84f,4
+np.float32,0x3e821e94,0x3e838ffd,4
+np.float32,0x3f74beaa,0x3fa2f721,4
+np.float32,0xbe9b7672,0xbe9df4d9,4
+np.float32,0x3f4041fc,0x3f597e71,4
+np.float32,0xbe9ea7c4,0xbea14f92,4
+np.float32,0xbf800000,0xbfc90fdb,4
+np.float32,0x3e04fb90,0x3e055bfd,4
+np.float32,0xbf14d3d6,0xbf1ed245,4
+np.float32,0xbe84ebec,0xbe86763e,4
+np.float32,0x3f08e568,0x3f107039,4
+np.float32,0x3d8dc9e0,0x3d8de6ef,4
+np.float32,0x3ea4549c,0x3ea74a94,4
+np.float32,0xbebd2806,0xbec1bf51,4
+np.float32,0x3f311a26,0x3f439498,4
+np.float32,0xbf3d2222,0xbf54cf7e,4
+np.float32,0x3e00c500,0x3e011c81,4
+np.float32,0xbe35ed1c,0xbe36e5a9,4
+np.float32,0xbd4ec020,0xbd4ed6a0,4
+np.float32,0x3e1eb088,0x3e1f54eb,4
+np.float32,0x3cf94840,0x3cf9521a,4
+np.float32,0xbf010c5d,0xbf0740e0,4
+np.float32,0xbf3bd63b,0xbf52e502,4
+np.float32,0x3f233f30,0x3f310542,4
+np.float32,0x3ea24128,0x3ea519d7,4
+np.float32,0x3f478b38,0x3f64d124,4
+np.float32,0x3f1e0c6c,0x3f2a57ec,4
+np.float32,0xbf3ad294,0xbf51680a,4
+np.float32,0x3ede0554,0x3ee5a4b4,4
+np.float32,0x3e451a98,0x3e46577d,4
+np.float32,0x3f520164,0x3f764542,4
+np.float32,0x0,0x0,4
+np.float32,0xbd056cd0,0xbd0572db,4
+np.float32,0xbf58b018,0xbf812f5e,4
+np.float32,0x3e036eb0,0x3e03cbc3,4
+np.float32,0x3d1377a0,0x3d137fc9,4
+np.float32,0xbf692d3a,0xbf929a2c,4
+np.float32,0xbec60fb8,0xbecb5dea,4
+np.float32,0x3ed23340,0x3ed89a8e,4
+np.float32,0x3c87f040,0x3c87f1d9,4
+np.float32,0x3dac62f0,0x3dac9737,4
+np.float32,0xbed97c16,0xbee09f02,4
+np.float32,0xbf2d5f3c,0xbf3e769c,4
+np.float32,0xbc3b7c40,0xbc3b7d4c,4
+np.float32,0x3ed998ec,0x3ee0bedd,4
+np.float32,0x3dd86630,0x3dd8cdcb,4
+np.float32,0x3e8b4304,0x3e8d09ea,4
+np.float32,0x3f51e6b0,0x3f761697,4
+np.float32,0x3ec51f24,0x3eca5923,4
+np.float32,0xbf647430,0xbf8d2307,4
+np.float32,0x3f253d9c,0x3f339eb2,4
+np.float32,0x3dc969d0,0x3dc9bd4b,4
+np.float32,0xbc2f1300,0xbc2f13da,4
+np.float32,0xbf170007,0xbf21806d,4
+np.float32,0x3f757d10,0x3fa4412e,4
+np.float32,0xbe7864ac,0xbe7ae564,4
+np.float32,0x3f2ffe90,0x3f420cfb,4
+np.float32,0xbe576138,0xbe590012,4
+np.float32,0xbf517a21,0xbf755959,4
+np.float32,0xbf159cfe,0xbf1fc9d5,4
+np.float32,0xbf638b2a,0xbf8c22cf,4
+np.float32,0xff800000,0x7fc00000,4
+np.float32,0x3ed19ca0,0x3ed7f569,4
+np.float32,0x3f7c4460,0x3fb32d26,4
+np.float32,0x3ebfae6c,0x3ec477ab,4
+np.float32,0x3dd452d0,0x3dd4b4a8,4
+np.float32,0x3f471482,0x3f6413fb,4
+np.float32,0xbf49d704,0xbf6883fe,4
+np.float32,0xbd42c4e0,0xbd42d7af,4
+np.float32,0xbeb02994,0xbeb3d668,4
+np.float32,0x3f4d1fd8,0x3f6dedd2,4
+np.float32,0x3efb591c,0x3f035d11,4
+np.float32,0x80000000,0x80000000,4
+np.float32,0xbf50f782,0xbf7476ad,4
+np.float32,0x3d7232c0,0x3d7256f0,4
+np.float32,0x3f649460,0x3f8d46bb,4
+np.float32,0x3f5561bc,0x3f7c46a9,4
+np.float32,0x3e64f6a0,0x3e66ea5d,4
+np.float32,0x3e5b0470,0x3e5cb8f9,4
+np.float32,0xbe9b6b2c,0xbe9de904,4
+np.float32,0x3f6c33f4,0x3f966486,4
+np.float32,0x3f5cee54,0x3f854613,4
+np.float32,0x3ed3e044,0x3eda716e,4
+np.float32,0xbf3cac7f,0xbf542131,4
+np.float32,0x3c723500,0x3c723742,4
+np.float32,0x3de59900,0x3de614d3,4
+np.float32,0xbdf292f8,0xbdf32517,4
+np.float32,0x3f05c8b2,0x3f0cc59b,4
+np.float32,0xbf1ab182,0xbf261b14,4
+np.float32,0xbda396f0,0xbda3c39a,4
+np.float32,0xbf270ed0,0xbf360231,4
+np.float32,0x3f2063e6,0x3f2d557e,4
+np.float32,0x3c550280,0x3c550409,4
+np.float32,0xbe103b48,0xbe10b679,4
+np.float32,0xbebae390,0xbebf4f40,4
+np.float32,0x3f3bc868,0x3f52d0aa,4
+np.float32,0xbd62f880,0xbd631647,4
+np.float32,0xbe7a38f4,0xbe7cc833,4
+np.float32,0x3f09d796,0x3f118f39,4
+np.float32,0xbf5fa558,0xbf8802d0,4
+np.float32,0x3f111cc8,0x3f1a48b0,4
+np.float32,0x3e831958,0x3e849356,4
+np.float32,0xbf614dbd,0xbf89bc3b,4
+np.float32,0xbd521510,0xbd522cac,4
+np.float32,0x3f05af22,0x3f0ca7a0,4
+np.float32,0xbf1ac60e,0xbf2634df,4
+np.float32,0xbf6bd05e,0xbf95e3fe,4
+np.float32,0xbd1fa6e0,0xbd1fb13b,4
+np.float32,0xbeb82f7a,0xbebc68b1,4
+np.float32,0xbd92aaf8,0xbd92cb23,4
+np.float32,0xbe073a54,0xbe079fbf,4
+np.float32,0xbf198655,0xbf24a468,4
+np.float32,0x3f62f6d8,0x3f8b81ba,4
+np.float32,0x3eef4310,0x3ef8f4f9,4
+np.float32,0x3e8988e0,0x3e8b3eae,4
+np.float32,0xbf3ddba5,0xbf55e367,4
+np.float32,0x3dc6d2e0,0x3dc7232b,4
+np.float32,0xbf31040e,0xbf437601,4
+np.float32,0x3f1bb74a,0x3f276442,4
+np.float32,0xbf0075d2,0xbf0692b3,4
+np.float32,0xbf606ce0,0xbf88d0ff,4
+np.float32,0xbf083856,0xbf0fa39d,4
+np.float32,0xbdb25b20,0xbdb2950a,4
+np.float32,0xbeb86860,0xbebca5ae,4
+np.float32,0x3de83160,0x3de8b176,4
+np.float32,0xbf33a98f,0xbf472664,4
+np.float32,0x3e7795f8,0x3e7a1058,4
+np.float32,0x3e0ca6f8,0x3e0d192a,4
+np.float32,0xbf1aef60,0xbf2668c3,4
+np.float32,0xbda53b58,0xbda5695e,4
+np.float32,0xbf178096,0xbf221fc5,4
+np.float32,0xbf0a4159,0xbf120ccf,4
+np.float32,0x3f7bca36,0x3fb1d0df,4
+np.float32,0xbef94360,0xbf022b26,4
+np.float32,0xbef16f36,0xbefb6ad6,4
+np.float32,0x3f53a7e6,0x3f792e25,4
+np.float32,0xbf7c536f,0xbfb35993,4
+np.float32,0xbe84aaa0,0xbe8632a2,4
+np.float32,0x3ecb3998,0x3ed0fab9,4
+np.float32,0x3f539304,0x3f79090a,4
+np.float32,0xbf3c7816,0xbf53d3b3,4
+np.float32,0xbe7a387c,0xbe7cc7b7,4
+np.float32,0x3f7000e4,0x3f9b92b1,4
+np.float32,0x3e08fd70,0x3e0966e5,4
+np.float32,0x3db97ba0,0x3db9bcc8,4
+np.float32,0xbee99056,0xbef2886a,4
+np.float32,0xbf0668da,0xbf0d819e,4
+np.float32,0x3e58a408,0x3e5a4a51,4
+np.float32,0x3f3440b8,0x3f47faed,4
+np.float32,0xbf19a2ce,0xbf24c7ff,4
+np.float32,0xbe75e990,0xbe7856ee,4
+np.float32,0x3f3c865c,0x3f53e8cb,4
+np.float32,0x3e5e03d0,0x3e5fcac9,4
+np.float32,0x3edb8e34,0x3ee2e932,4
+np.float32,0xbf7e1f5f,0xbfb98ce4,4
+np.float32,0xbf7372ff,0xbfa0d0ae,4
+np.float32,0xbf3ee850,0xbf577548,4
+np.float32,0x3ef19658,0x3efb9737,4
+np.float32,0xbe8088de,0xbe81ecaf,4
+np.float32,0x800000,0x800000,4
+np.float32,0xbde39dd8,0xbde4167a,4
+np.float32,0xbf065d7a,0xbf0d7441,4
+np.float32,0xbde52c78,0xbde5a79b,4
+np.float32,0xbe3a28c0,0xbe3b333e,4
+np.float32,0x3f6e8b3c,0x3f998516,4
+np.float32,0x3f3485c2,0x3f485c39,4
+np.float32,0x3e6f2c68,0x3e71673e,4
+np.float32,0xbe4ec9cc,0xbe50385e,4
+np.float32,0xbf1c3bb0,0xbf280b39,4
+np.float32,0x3ec8ea18,0x3ece76f7,4
+np.float32,0x3e26b5f8,0x3e2774c9,4
+np.float32,0x3e1e4a38,0x3e1eed5c,4
+np.float32,0xbee7a106,0xbef05c6b,4
+np.float32,0xbf305928,0xbf4289d8,4
+np.float32,0x3f0c431c,0x3f147118,4
+np.float32,0xbe57ba6c,0xbe595b52,4
+np.float32,0x3eabc9cc,0x3eaf2fc7,4
+np.float32,0xbef1ed24,0xbefbf9ae,4
+np.float32,0xbf61b576,0xbf8a29cc,4
+np.float32,0x3e9c1ff4,0x3e9ea6cb,4
+np.float32,0x3f6c53b2,0x3f968dbe,4
+np.float32,0x3e2d1b80,0x3e2df156,4
+np.float32,0x3e9f2f70,0x3ea1de4a,4
+np.float32,0xbf5861ee,0xbf80e61a,4
+np.float32,0x3f429144,0x3f5d0505,4
+np.float32,0x3e235cc8,0x3e24103e,4
+np.float32,0xbf354879,0xbf496f6a,4
+np.float32,0xbf20a146,0xbf2da447,4
+np.float32,0x3e8d8968,0x3e8f6785,4
+np.float32,0x3f3fbc94,0x3f58b4c1,4
+np.float32,0x3f2c5f50,0x3f3d1b9f,4
+np.float32,0x3f7bf0f8,0x3fb23d23,4
+np.float32,0xbf218282,0xbf2ec60f,4
+np.float32,0x3f2545aa,0x3f33a93e,4
+np.float32,0xbf4b17be,0xbf6a9018,4
+np.float32,0xbb9df700,0xbb9df728,4
+np.float32,0x3f685d54,0x3f91a06c,4
+np.float32,0x3efdfe2c,0x3f04e24c,4
+np.float32,0x3ef1c5a0,0x3efbccd9,4
+np.float32,0xbf41d731,0xbf5be76e,4
+np.float32,0x3ebd1360,0x3ec1a919,4
+np.float32,0xbf706bd4,0xbf9c2d58,4
+np.float32,0x3ea525e4,0x3ea8279d,4
+np.float32,0xbe51f1b0,0xbe537186,4
+np.float32,0x3f5e8cf6,0x3f86e4f4,4
+np.float32,0xbdad2520,0xbdad5a19,4
+np.float32,0xbf5c5704,0xbf84b0e5,4
+np.float32,0x3f47b54e,0x3f65145e,4
+np.float32,0x3eb4fc78,0x3eb8fc0c,4
+np.float32,0x3dca1450,0x3dca68a1,4
+np.float32,0x3eb02a74,0x3eb3d757,4
+np.float32,0x3f74ae6a,0x3fa2db75,4
+np.float32,0x3f800000,0x3fc90fdb,4
+np.float32,0xbdb46a00,0xbdb4a5f2,4
+np.float32,0xbe9f2ba6,0xbea1da4e,4
+np.float32,0x3f0afa70,0x3f12e8f7,4
+np.float32,0xbf677b20,0xbf909547,4
+np.float32,0x3eff9188,0x3f05cacf,4
+np.float32,0x3f720562,0x3f9e911b,4
+np.float32,0xbf7180d8,0xbf9dc794,4
+np.float32,0xbee7d076,0xbef0919d,4
+np.float32,0x3f0432ce,0x3f0aea95,4
+np.float32,0x3f3bc4c8,0x3f52cb54,4
+np.float32,0xbea72f30,0xbeaa4ebe,4
+np.float32,0x3e90ed00,0x3e92ef33,4
+np.float32,0xbda63670,0xbda6654a,4
+np.float32,0xbf5a6f85,0xbf82d7e0,4
+np.float32,0x3e6e8808,0x3e70be34,4
+np.float32,0xbf4f3822,0xbf71768f,4
+np.float32,0x3e5c8a68,0x3e5e483f,4
+np.float32,0xbf0669d4,0xbf0d82c4,4
+np.float32,0xbf79f77c,0xbfad37b0,4
+np.float32,0x3f25c82c,0x3f345453,4
+np.float32,0x3f1b2948,0x3f26b188,4
+np.float32,0x3ef7e288,0x3f016159,4
+np.float32,0x3c274280,0x3c27433e,4
+np.float32,0xbf4c8fa0,0xbf6cfd5e,4
+np.float32,0x3ea4ccb4,0x3ea7c966,4
+np.float32,0xbf7b157e,0xbfafefca,4
+np.float32,0xbee4c2b0,0xbeed264d,4
+np.float32,0xbc1fd640,0xbc1fd6e6,4
+np.float32,0x3e892308,0x3e8ad4f6,4
+np.float32,0xbf3f69c7,0xbf5837ed,4
+np.float32,0x3ec879e8,0x3ecdfd05,4
+np.float32,0x3f07a8c6,0x3f0efa30,4
+np.float32,0x3f67b880,0x3f90dd4d,4
+np.float32,0x3e8a11c8,0x3e8bccd5,4
+np.float32,0x3f7df6fc,0x3fb8e935,4
+np.float32,0xbef3e498,0xbefe3599,4
+np.float32,0xbf18ad7d,0xbf2395d8,4
+np.float32,0x3f2bce74,0x3f3c57f5,4
+np.float32,0xbf38086e,0xbf4d5c2e,4
+np.float32,0x3f772d7a,0x3fa75c35,4
+np.float32,0xbf3b6e24,0xbf524c00,4
+np.float32,0xbdd39108,0xbdd3f1d4,4
+np.float32,0xbf691f6b,0xbf928974,4
+np.float32,0x3f146188,0x3f1e45e4,4
+np.float32,0xbf56045b,0xbf7d6e03,4
+np.float32,0xbf4b2ee4,0xbf6ab622,4
+np.float32,0xbf3fa3f6,0xbf588f9d,4
+np.float32,0x3f127bb0,0x3f1bf398,4
+np.float32,0x3ed858a0,0x3edf5d3e,4
+np.float32,0xbd6de3b0,0xbd6e05fa,4
+np.float32,0xbecc662c,0xbed24261,4
+np.float32,0xbd6791d0,0xbd67b170,4
+np.float32,0xbf146016,0xbf1e441e,4
+np.float32,0xbf61f04c,0xbf8a6841,4
+np.float32,0xbe7f16d0,0xbe80e6e7,4
+np.float32,0xbebf93e6,0xbec45b10,4
+np.float32,0xbe8a59fc,0xbe8c17d1,4
+np.float32,0xbebc7a0c,0xbec10426,4
+np.float32,0xbf2a682e,0xbf3a7649,4
+np.float32,0xbe18d0cc,0xbe19637b,4
+np.float32,0x3d7f5100,0x3d7f7b66,4
+np.float32,0xbf10f5fa,0xbf1a1998,4
+np.float32,0x3f25e956,0x3f347fdc,4
+np.float32,0x3e6e8658,0x3e70bc78,4
+np.float32,0x3f21a5de,0x3f2ef3a5,4
+np.float32,0xbf4e71d4,0xbf702607,4
+np.float32,0xbf49d6b6,0xbf688380,4
+np.float32,0xbdb729c0,0xbdb7687c,4
+np.float32,0xbf63e1f4,0xbf8c81c7,4
+np.float32,0x3dda6cb0,0x3ddad73e,4
+np.float32,0x3ee1bc40,0x3ee9c612,4
+np.float32,0x3ebdb5f8,0x3ec2581b,4
+np.float32,0x3f7d9576,0x3fb77646,4
+np.float32,0x3e087140,0x3e08d971,4
+np.float64,0xbfdba523cfb74a48,0xbfdc960ddd9c0506,3
+np.float64,0x3fb51773622a2ee0,0x3fb51d93f77089d5,3
+np.float64,0x3fc839f6d33073f0,0x3fc85f9a47dfe8e6,3
+np.float64,0xbfecba2d82f9745b,0xbff1d55416c6c993,3
+np.float64,0x3fd520fe47aa41fc,0x3fd58867f1179634,3
+np.float64,0x3fe1b369c56366d4,0x3fe2c1ac9dd2c45a,3
+np.float64,0xbfec25a7cd784b50,0xbff133417389b12d,3
+np.float64,0xbfd286342ea50c68,0xbfd2cb0bca22e66d,3
+np.float64,0x3fd5f6fe5eabedfc,0x3fd66bad16680d08,3
+np.float64,0xbfe863a87570c751,0xbfebbb9b637eb6dc,3
+np.float64,0x3fc97f5b4d32feb8,0x3fc9ab5066d8eaec,3
+np.float64,0xbfcb667af936ccf4,0xbfcb9d3017047a1d,3
+np.float64,0xbfd1b7b9afa36f74,0xbfd1f3c175706154,3
+np.float64,0x3fef97385b7f2e70,0x3ff6922a1a6c709f,3
+np.float64,0xbfd13e4205a27c84,0xbfd1757c993cdb74,3
+np.float64,0xbfd18d88aca31b12,0xbfd1c7dd75068f7d,3
+np.float64,0x3fe040ce0f60819c,0x3fe10c59d2a27089,3
+np.float64,0xbfddc7deddbb8fbe,0xbfdef9de5baecdda,3
+np.float64,0xbfcf6e96193edd2c,0xbfcfc1bb7396b9a3,3
+np.float64,0x3fd544f494aa89e8,0x3fd5ae850e2b37dd,3
+np.float64,0x3fe15b381fe2b670,0x3fe25841c7bfe2af,3
+np.float64,0xbfde793420bcf268,0xbfdfc2ddc7b4a341,3
+np.float64,0x3fd0d5db30a1abb8,0x3fd1092cef4aa4fb,3
+np.float64,0x3fe386a08c670d42,0x3fe50059bbf7f491,3
+np.float64,0xbfe0aae3a96155c8,0xbfe1880ef13e95ce,3
+np.float64,0xbfe80eeb03f01dd6,0xbfeb39e9f107e944,3
+np.float64,0xbfd531af3caa635e,0xbfd59a178f17552a,3
+np.float64,0x3fcced14ab39da28,0x3fcd2d9a806337ef,3
+np.float64,0xbfdb4c71bcb698e4,0xbfdc33d9d9daf708,3
+np.float64,0xbfde7375ecbce6ec,0xbfdfbc5611bc48ff,3
+np.float64,0x3fecc5707a798ae0,0x3ff1e2268d778017,3
+np.float64,0x3fe8f210a1f1e422,0x3fec9b3349a5baa2,3
+np.float64,0x3fe357f9b8e6aff4,0x3fe4c5a0b89a9228,3
+np.float64,0xbfe0f863b761f0c8,0xbfe1e3283494c3d4,3
+np.float64,0x3fd017c395a02f88,0x3fd044761f2f4a66,3
+np.float64,0x3febeb4746f7d68e,0x3ff0f6b955e7feb6,3
+np.float64,0xbfbdaaeeae3b55e0,0xbfbdbc0950109261,3
+np.float64,0xbfea013095f40261,0xbfee5b8fe8ad8593,3
+np.float64,0xbfe9f87b7973f0f7,0xbfee4ca3a8438d72,3
+np.float64,0x3fd37f77cfa6fef0,0x3fd3d018c825f057,3
+np.float64,0x3fb0799cee20f340,0x3fb07c879e7cb63f,3
+np.float64,0xbfdcfd581cb9fab0,0xbfde15e35314b52d,3
+np.float64,0xbfd49781b8a92f04,0xbfd4f6fa1516fefc,3
+np.float64,0x3fb3fcb6d627f970,0x3fb401ed44a713a8,3
+np.float64,0x3fd5737ef8aae6fc,0x3fd5dfe42d4416c7,3
+np.float64,0x7ff4000000000000,0x7ffc000000000000,3
+np.float64,0xbfe56ae780ead5cf,0xbfe776ea5721b900,3
+np.float64,0x3fd4567786a8acf0,0x3fd4b255421c161a,3
+np.float64,0x3fef6fb58cfedf6c,0x3ff62012dfcf0a33,3
+np.float64,0xbfd1dbcd3da3b79a,0xbfd2194fd628f74d,3
+np.float64,0x3fd9350016b26a00,0x3fd9e8b01eb023e9,3
+np.float64,0xbfe4fb3a69e9f675,0xbfe6e1d2c9eca56c,3
+np.float64,0x3fe9fe0f73f3fc1e,0x3fee5631cfd39772,3
+np.float64,0xbfd51c1bc6aa3838,0xbfd5833b3bd53543,3
+np.float64,0x3fc64158e12c82b0,0x3fc65e7352f237d7,3
+np.float64,0x3fd0d8ee1ba1b1dc,0x3fd10c5c99a16f0e,3
+np.float64,0x3fd5554e15aaaa9c,0x3fd5bfdb9ec9e873,3
+np.float64,0x3fe61ce209ec39c4,0x3fe869bc4c28437d,3
+np.float64,0xbfe4e42c8c69c859,0xbfe6c356dac7e2db,3
+np.float64,0xbfe157021062ae04,0xbfe2533ed39f4212,3
+np.float64,0x3fe844066cf0880c,0x3feb8aea0b7bd0a4,3
+np.float64,0x3fe55016586aa02c,0x3fe752e4b2a67b9f,3
+np.float64,0x3fdabce619b579cc,0x3fdb95809bc789d9,3
+np.float64,0x3fee03bae37c0776,0x3ff3778ba38ca882,3
+np.float64,0xbfeb2f5844f65eb0,0xbff03dd1b767d3c8,3
+np.float64,0x3fedcfdbaffb9fb8,0x3ff32e81d0639164,3
+np.float64,0x3fe06fc63ee0df8c,0x3fe142fc27f92eaf,3
+np.float64,0x3fe7ce90fd6f9d22,0x3fead8f832bbbf5d,3
+np.float64,0xbfbc0015ce380028,0xbfbc0e7470e06e86,3
+np.float64,0xbfe9b3de90f367bd,0xbfedd857931dfc6b,3
+np.float64,0xbfcb588f5936b120,0xbfcb8ef0124a4f21,3
+np.float64,0x3f8d376a503a6f00,0x3f8d37ab43e7988d,3
+np.float64,0xbfdb123a40b62474,0xbfdbf38b6cf5db92,3
+np.float64,0xbfee7da6be7cfb4e,0xbff433042cd9d5eb,3
+np.float64,0xbfc4c9e01b2993c0,0xbfc4e18dbafe37ef,3
+np.float64,0x3fedd42faffba860,0x3ff334790cd18a19,3
+np.float64,0x3fe9cdf772f39bee,0x3fee044f87b856ab,3
+np.float64,0x3fe0245881e048b2,0x3fe0eb5a1f739c8d,3
+np.float64,0xbfe4712bd9e8e258,0xbfe62cb3d82034aa,3
+np.float64,0x3fe9a16b46f342d6,0x3fedb972b2542551,3
+np.float64,0xbfe57ab4536af568,0xbfe78c34b03569c2,3
+np.float64,0x3fb6d6ceb22dada0,0x3fb6de976964d6dd,3
+np.float64,0x3fc3ac23a3275848,0x3fc3c02de53919b8,3
+np.float64,0xbfccb531e7396a64,0xbfccf43ec69f6281,3
+np.float64,0xbfd2f07fc8a5e100,0xbfd33a35a8c41b62,3
+np.float64,0xbfe3e5dd04e7cbba,0xbfe57940157c27ba,3
+np.float64,0x3feefe40757dfc80,0x3ff51bc72b846af6,3
+np.float64,0x8000000000000001,0x8000000000000001,3
+np.float64,0x3fecb7b766796f6e,0x3ff1d28972a0fc7e,3
+np.float64,0xbfea1bf1357437e2,0xbfee89a6532bfd71,3
+np.float64,0xbfca3983b7347308,0xbfca696463b791ef,3
+np.float64,0x10000000000000,0x10000000000000,3
+np.float64,0xbf886b45d030d680,0xbf886b6bbc04314b,3
+np.float64,0x3fd5224bb5aa4498,0x3fd589c92e82218f,3
+np.float64,0xbfec799874f8f331,0xbff18d5158b8e640,3
+np.float64,0xbf88124410302480,0xbf88126863350a16,3
+np.float64,0xbfe37feaaa66ffd6,0xbfe4f7e24382e79d,3
+np.float64,0x3fd777eca1aeefd8,0x3fd8076ead6d55dc,3
+np.float64,0x3fecaaeb3af955d6,0x3ff1c4159fa3e965,3
+np.float64,0xbfeb81e4e6f703ca,0xbff08d4e4c77fada,3
+np.float64,0xbfd7d0a0edafa142,0xbfd866e37010312e,3
+np.float64,0x3feda48c00fb4918,0x3ff2f3fd33c36307,3
+np.float64,0x3feb87ecc4770fda,0x3ff09336e490deda,3
+np.float64,0xbfefd78ad27faf16,0xbff78abbafb50ac1,3
+np.float64,0x3fe58e918c6b1d24,0x3fe7a70b38cbf016,3
+np.float64,0x3fda163b95b42c78,0x3fdade86b88ba4ee,3
+np.float64,0x3fe8fc1aaf71f836,0x3fecab3f93b59df5,3
+np.float64,0xbf8de56f903bcac0,0xbf8de5b527cec797,3
+np.float64,0xbfec112db2f8225b,0xbff11dd648de706f,3
+np.float64,0x3fc3214713264290,0x3fc333b1c862f7d0,3
+np.float64,0xbfeb5e5836f6bcb0,0xbff06ac364b49177,3
+np.float64,0x3fc23d9777247b30,0x3fc24d8ae3bcb615,3
+np.float64,0xbfdf0eed65be1dda,0xbfe036cea9b9dfb6,3
+np.float64,0xbfb2d5c85a25ab90,0xbfb2da24bb409ff3,3
+np.float64,0xbfecdda0c3f9bb42,0xbff1fdf94fc6e89e,3
+np.float64,0x3fdfe79154bfcf24,0x3fe0b338e0476a9d,3
+np.float64,0xbfd712ac6bae2558,0xbfd79abde21f287b,3
+np.float64,0x3fea3f148a747e2a,0x3feec6bed9d4fa04,3
+np.float64,0x3fd4879e4ca90f3c,0x3fd4e632fa4e2edd,3
+np.float64,0x3fe9137a9e7226f6,0x3fecd0c441088d6a,3
+np.float64,0xbfc75bf4ef2eb7e8,0xbfc77da8347d742d,3
+np.float64,0xbfd94090a0b28122,0xbfd9f5458816ed5a,3
+np.float64,0x3fde439cbcbc8738,0x3fdf85fbf496b61f,3
+np.float64,0xbfe18bacdce3175a,0xbfe29210e01237f7,3
+np.float64,0xbfd58ec413ab1d88,0xbfd5fcd838f0a934,3
+np.float64,0xbfeae5af2d75cb5e,0xbfeff1de1b4a06be,3
+np.float64,0x3fb64d1a162c9a30,0x3fb65458fb831354,3
+np.float64,0x3fc18b1e15231640,0x3fc1994c6ffd7a6a,3
+np.float64,0xbfd7b881bcaf7104,0xbfd84ce89a9ee8c7,3
+np.float64,0x3feb916a40f722d4,0x3ff09c8aa851d7c4,3
+np.float64,0x3fdab5fbb5b56bf8,0x3fdb8de43961bbde,3
+np.float64,0x3fe4f35402e9e6a8,0x3fe6d75dc5082894,3
+np.float64,0x3fe2fdb2e5e5fb66,0x3fe454e32a5d2182,3
+np.float64,0x3fe8607195f0c0e4,0x3febb6a4c3bf6a5c,3
+np.float64,0x3fd543ca9aaa8794,0x3fd5ad49203ae572,3
+np.float64,0x3fe8e05ca1f1c0ba,0x3fec7eff123dcc58,3
+np.float64,0x3fe298b6ca65316e,0x3fe3d81d2927c4dd,3
+np.float64,0x3fcfecea733fd9d8,0x3fd0220f1d0faf78,3
+np.float64,0xbfe2e739f065ce74,0xbfe439004e73772a,3
+np.float64,0xbfd1ae6b82a35cd8,0xbfd1ea129a5ee756,3
+np.float64,0xbfeb7edff576fdc0,0xbff08a5a638b8a8b,3
+np.float64,0x3fe5b645ff6b6c8c,0x3fe7dcee1faefe3f,3
+np.float64,0xbfd478427ba8f084,0xbfd4d5fc7c239e60,3
+np.float64,0xbfe39904e3e7320a,0xbfe517972b30b1e5,3
+np.float64,0xbfd3b75b6ba76eb6,0xbfd40acf20a6e074,3
+np.float64,0x3fd596267aab2c4c,0x3fd604b01faeaf75,3
+np.float64,0x3fe134463762688c,0x3fe229fc36784a72,3
+np.float64,0x3fd25dadf7a4bb5c,0x3fd2a0b9e04ea060,3
+np.float64,0xbfc05d3e0b20ba7c,0xbfc068bd2bb9966f,3
+np.float64,0x3f8cf517b039ea00,0x3f8cf556ed74b163,3
+np.float64,0x3fda87361cb50e6c,0x3fdb5a75af897e7f,3
+np.float64,0x3fe53e1926ea7c32,0x3fe73acf01b8ff31,3
+np.float64,0x3fe2e94857e5d290,0x3fe43b8cc820f9c7,3
+np.float64,0x3fd81fe6acb03fcc,0x3fd8bc623c0068cf,3
+np.float64,0xbfddf662c3bbecc6,0xbfdf2e76dc90786e,3
+np.float64,0x3fece174fbf9c2ea,0x3ff2026a1a889580,3
+np.float64,0xbfdc83c5b8b9078c,0xbfdd8dcf6ee3b7da,3
+np.float64,0x3feaf5448f75ea8a,0x3ff0075b108bcd0d,3
+np.float64,0xbfebf32f7ef7e65f,0xbff0fed42aaa826a,3
+np.float64,0x3fe389e5e8e713cc,0x3fe5047ade055ccb,3
+np.float64,0x3f635cdcc026ba00,0x3f635cddeea082ce,3
+np.float64,0x3fae580f543cb020,0x3fae5c9d5108a796,3
+np.float64,0x3fec9fafce793f60,0x3ff1b77bec654f00,3
+np.float64,0x3fb19d226e233a40,0x3fb1a0b32531f7ee,3
+np.float64,0xbfdf9a71e7bf34e4,0xbfe086cef88626c7,3
+np.float64,0x8010000000000000,0x8010000000000000,3
+np.float64,0xbfef170ba2fe2e17,0xbff54ed4675f5b8a,3
+np.float64,0xbfcc6e2f8f38dc60,0xbfccab65fc34d183,3
+np.float64,0x3fee756c4bfcead8,0x3ff4258782c137e6,3
+np.float64,0xbfd461c218a8c384,0xbfd4be3e391f0ff4,3
+np.float64,0xbfe3b64686e76c8d,0xbfe53caa16d6c90f,3
+np.float64,0xbfc1c65d8d238cbc,0xbfc1d51e58f82403,3
+np.float64,0x3fe6e06c63edc0d8,0x3fe97cb832eeb6a2,3
+np.float64,0xbfc9fc20b933f840,0xbfca2ab004312d85,3
+np.float64,0xbfe29aa6df65354e,0xbfe3da7ecf3ba466,3
+np.float64,0x3fea4df7d1749bf0,0x3feee0d448bd4746,3
+np.float64,0xbfedec6161fbd8c3,0xbff3563e1d943aa2,3
+np.float64,0x3fdb6f0437b6de08,0x3fdc5a1888b1213d,3
+np.float64,0xbfe270cbd3e4e198,0xbfe3a72ac27a0b0c,3
+np.float64,0xbfdfff8068bfff00,0xbfe0c1088e3b8983,3
+np.float64,0xbfd28edbe6a51db8,0xbfd2d416c8ed363e,3
+np.float64,0xbfb4e35f9229c6c0,0xbfb4e9531d2a737f,3
+np.float64,0xbfee6727e97cce50,0xbff40e7717576e46,3
+np.float64,0xbfddb5fbddbb6bf8,0xbfdee5aad78f5361,3
+np.float64,0xbfdf9d3e9dbf3a7e,0xbfe0886b191f2957,3
+np.float64,0x3fa57e77042afce0,0x3fa5801518ea9342,3
+np.float64,0x3f95c4e4882b89c0,0x3f95c55003c8e714,3
+np.float64,0x3fd9b10f61b36220,0x3fda6fe5d635a8aa,3
+np.float64,0xbfe2973411652e68,0xbfe3d641fe9885fd,3
+np.float64,0xbfee87bd5a7d0f7b,0xbff443bea81b3fff,3
+np.float64,0x3f9ea064c83d40c0,0x3f9ea19025085b2f,3
+np.float64,0xbfe4b823dfe97048,0xbfe689623d30dc75,3
+np.float64,0xbfa06a326c20d460,0xbfa06aeacbcd3eb8,3
+np.float64,0x3fe1e5c4c1e3cb8a,0x3fe2fe44b822f20e,3
+np.float64,0x3f99dafaa833b600,0x3f99dbaec10a1a0a,3
+np.float64,0xbfed7cb3877af967,0xbff2bfe9e556aaf9,3
+np.float64,0x3fd604f2e2ac09e4,0x3fd67a89408ce6ba,3
+np.float64,0x3fec57b60f78af6c,0x3ff16881f46d60f7,3
+np.float64,0xbfea2e3a17745c74,0xbfeea95c7190fd42,3
+np.float64,0xbfd60a7c37ac14f8,0xbfd6806ed642de35,3
+np.float64,0xbfe544b9726a8973,0xbfe743ac399d81d7,3
+np.float64,0xbfd13520faa26a42,0xbfd16c02034a8fe0,3
+np.float64,0xbfea9ea59ff53d4b,0xbfef70538ee12e00,3
+np.float64,0x3fd66633f8accc68,0x3fd6e23c13ab0e9e,3
+np.float64,0xbfe4071bd3e80e38,0xbfe5a3c9ba897d81,3
+np.float64,0xbfbe1659fa3c2cb0,0xbfbe2831d4fed196,3
+np.float64,0xbfd3312777a6624e,0xbfd37df09b9baeba,3
+np.float64,0x3fd13997caa27330,0x3fd170a4900c8907,3
+np.float64,0xbfe7cbc235ef9784,0xbfead4c4d6cbf129,3
+np.float64,0xbfe1456571628acb,0xbfe23e4ec768c8e2,3
+np.float64,0xbfedf1a044fbe340,0xbff35da96773e176,3
+np.float64,0x3fce38b1553c7160,0x3fce8270709774f9,3
+np.float64,0xbfecb01761f9602f,0xbff1c9e9d382f1f8,3
+np.float64,0xbfe0a03560e1406b,0xbfe17b8d5a1ca662,3
+np.float64,0x3fe50f37cbea1e70,0x3fe6fc55e1ae7da6,3
+np.float64,0xbfe12d64a0625aca,0xbfe221d3a7834e43,3
+np.float64,0xbf6fb288403f6500,0xbf6fb28d6f389db6,3
+np.float64,0x3fda831765b50630,0x3fdb55eecae58ca9,3
+np.float64,0x3fe1a0fe4c6341fc,0x3fe2ab9564304425,3
+np.float64,0xbfef2678a77e4cf1,0xbff56ff42b2797bb,3
+np.float64,0xbfab269c1c364d40,0xbfab29df1cd48779,3
+np.float64,0x3fe8ec82a271d906,0x3fec92567d7a6675,3
+np.float64,0xbfc235115f246a24,0xbfc244ee567682ea,3
+np.float64,0x3feef5bf8d7deb80,0x3ff50ad4875ee9bd,3
+np.float64,0x3fe768b5486ed16a,0x3fea421356160e65,3
+np.float64,0xbfd4255684a84aae,0xbfd47e8baf7ec7f6,3
+np.float64,0x3fc7f67f2b2fed00,0x3fc81ae83cf92dd5,3
+np.float64,0x3fe9b1b19a736364,0x3fedd4b0e24ee741,3
+np.float64,0x3fb27eb9e624fd70,0x3fb282dacd89ce28,3
+np.float64,0xbfd490b710a9216e,0xbfd4efcdeb213458,3
+np.float64,0xbfd1347b2ca268f6,0xbfd16b55dece2d38,3
+np.float64,0x3fc6a5668d2d4ad0,0x3fc6c41452c0c087,3
+np.float64,0xbfca7b209f34f640,0xbfcaac710486f6bd,3
+np.float64,0x3fc23a1a47247438,0x3fc24a047fd4c27a,3
+np.float64,0x3fdb1413a8b62828,0x3fdbf595e2d994bc,3
+np.float64,0xbfea69b396f4d367,0xbfef11bdd2b0709a,3
+np.float64,0x3fd14c9958a29934,0x3fd1846161b10422,3
+np.float64,0xbfe205f44be40be8,0xbfe325283aa3c6a8,3
+np.float64,0x3fecd03c9ef9a07a,0x3ff1ee85aaf52a01,3
+np.float64,0x3fe34281d7e68504,0x3fe4aab63e6de816,3
+np.float64,0xbfe120e2376241c4,0xbfe213023ab03939,3
+np.float64,0xbfe951edc4f2a3dc,0xbfed3615e38576f8,3
+np.float64,0x3fe5a2286f6b4450,0x3fe7c196e0ec10ed,3
+np.float64,0xbfed7a3e1f7af47c,0xbff2bcc0793555d2,3
+np.float64,0x3fe050274960a04e,0x3fe11e2e256ea5cc,3
+np.float64,0xbfcfa71f653f4e40,0xbfcffc11483d6a06,3
+np.float64,0x3f6ead2e403d5a00,0x3f6ead32f314c052,3
+np.float64,0x3fe3a2a026674540,0x3fe523bfe085f6ec,3
+np.float64,0xbfe294a62e65294c,0xbfe3d31ebd0b4ca2,3
+np.float64,0xbfb4894d06291298,0xbfb48ef4b8e256b8,3
+np.float64,0xbfc0c042c1218084,0xbfc0cc98ac2767c4,3
+np.float64,0xbfc6a32cb52d4658,0xbfc6c1d1597ed06b,3
+np.float64,0xbfd30f7777a61eee,0xbfd35aa39fee34eb,3
+np.float64,0x3fe7fc2c2eeff858,0x3feb1d8a558b5537,3
+np.float64,0x7fefffffffffffff,0x7ff8000000000000,3
+np.float64,0xbfdadf917bb5bf22,0xbfdbbbae9a9f67a0,3
+np.float64,0xbfcf0395e13e072c,0xbfcf5366015f7362,3
+np.float64,0xbfe8644c9170c899,0xbfebbc98e74a227d,3
+np.float64,0x3fc3b2d8e52765b0,0x3fc3c6f7d44cffaa,3
+np.float64,0x3fc57407b92ae810,0x3fc58e12ccdd47a1,3
+np.float64,0x3fd56a560daad4ac,0x3fd5d62b8dfcc058,3
+np.float64,0x3fd595deefab2bbc,0x3fd6046420b2f79b,3
+np.float64,0xbfd5360f50aa6c1e,0xbfd59ebaacd815b8,3
+np.float64,0x3fdfb6aababf6d54,0x3fe0970b8aac9f61,3
+np.float64,0x3ff0000000000000,0x3ff921fb54442d18,3
+np.float64,0xbfeb3a8958f67513,0xbff04872e8278c79,3
+np.float64,0x3f9e1ea6683c3d40,0x3f9e1fc326186705,3
+np.float64,0x3fe6b6d5986d6dac,0x3fe94175bd60b19d,3
+np.float64,0xbfee4d90b77c9b21,0xbff3e60e9134edc2,3
+np.float64,0x3fd806ce0cb00d9c,0x3fd8a14c4855a8f5,3
+np.float64,0x3fd54acc75aa9598,0x3fd5b4b72fcbb5df,3
+np.float64,0xbfe59761f16b2ec4,0xbfe7b2fa5d0244ac,3
+np.float64,0xbfcd4fa3513a9f48,0xbfcd92d0814a5383,3
+np.float64,0xbfdc827523b904ea,0xbfdd8c577b53053c,3
+np.float64,0xbfd4bb7f34a976fe,0xbfd51d00d9a99360,3
+np.float64,0xbfe818bc87f03179,0xbfeb48d1ea0199c5,3
+np.float64,0xbfa8a2e15c3145c0,0xbfa8a5510ba0e45c,3
+np.float64,0xbfb6d15f422da2c0,0xbfb6d922689da015,3
+np.float64,0x3fcd04eaab3a09d8,0x3fcd46131746ef08,3
+np.float64,0x3fcfb5cfbb3f6ba0,0x3fd0059d308237f3,3
+np.float64,0x3fe8dcf609f1b9ec,0x3fec7997973010b6,3
+np.float64,0xbfdf1834d7be306a,0xbfe03c1d4e2b48f0,3
+np.float64,0x3fee82ae50fd055c,0x3ff43b545066fe1a,3
+np.float64,0xbfde039c08bc0738,0xbfdf3d6ed4d2ee5c,3
+np.float64,0x3fec07389bf80e72,0x3ff1137ed0acd161,3
+np.float64,0xbfef44c010fe8980,0xbff5b488ad22a4c5,3
+np.float64,0x3f76e722e02dce00,0x3f76e72ab2759d88,3
+np.float64,0xbfcaa9e6053553cc,0xbfcadc41125fca93,3
+np.float64,0x3fed6088147ac110,0x3ff29c06c4ef35fc,3
+np.float64,0x3fd32bd836a657b0,0x3fd3785fdb75909f,3
+np.float64,0xbfeedbb1d97db764,0xbff4d87f6c82a93c,3
+np.float64,0xbfe40f31d5e81e64,0xbfe5ae292cf258a2,3
+np.float64,0x7ff8000000000000,0x7ff8000000000000,3
+np.float64,0xbfeb2b25bc76564c,0xbff039d81388550c,3
+np.float64,0x3fec5008fa78a012,0x3ff1604195801da3,3
+np.float64,0x3fce2d4f293c5aa0,0x3fce76b99c2db4da,3
+np.float64,0xbfdc435412b886a8,0xbfdd45e7b7813f1e,3
+np.float64,0x3fdf2c9d06be593c,0x3fe047cb03c141b6,3
+np.float64,0x3fddefc61ebbdf8c,0x3fdf26fb8fad9fae,3
+np.float64,0x3fab50218436a040,0x3fab537395eaf3bb,3
+np.float64,0xbfd5b95a8fab72b6,0xbfd62a191a59343a,3
+np.float64,0x3fdbf803b4b7f008,0x3fdcf211578e98c3,3
+np.float64,0xbfec8c255979184b,0xbff1a1bee108ed30,3
+np.float64,0x3fe33cdaffe679b6,0x3fe4a3a318cd994f,3
+np.float64,0x3fd8cf585cb19eb0,0x3fd97a408bf3c38c,3
+np.float64,0x3fe919dde07233bc,0x3fecdb0ea13a2455,3
+np.float64,0xbfd5ba35e4ab746c,0xbfd62b024805542d,3
+np.float64,0x3fd2f933e7a5f268,0x3fd343527565e97c,3
+np.float64,0xbfe5b9f8ddeb73f2,0xbfe7e1f772c3e438,3
+np.float64,0x3fe843cd92f0879c,0x3feb8a92d68eae3e,3
+np.float64,0xbfd096b234a12d64,0xbfd0c7beca2c6605,3
+np.float64,0xbfef3363da7e66c8,0xbff58c98dde6c27c,3
+np.float64,0x3fd51b01ddaa3604,0x3fd582109d89ead1,3
+np.float64,0x3fea0f10ff741e22,0x3fee736c2d2a2067,3
+np.float64,0x3fc276e7b724edd0,0x3fc28774520bc6d4,3
+np.float64,0xbfef9abc9f7f3579,0xbff69d49762b1889,3
+np.float64,0x3fe1539ec0e2a73e,0x3fe24f370b7687d0,3
+np.float64,0x3fad72350c3ae460,0x3fad765e7766682a,3
+np.float64,0x3fa289a47c251340,0x3fa28aae12f41646,3
+np.float64,0xbfe5c488e5eb8912,0xbfe7f05d7e7dcddb,3
+np.float64,0xbfc22ef1d7245de4,0xbfc23ebeb990a1b8,3
+np.float64,0x3fe59a0b80eb3418,0x3fe7b695fdcba1de,3
+np.float64,0xbfe9cad619f395ac,0xbfedff0514d91e2c,3
+np.float64,0x3fc8bc74eb3178e8,0x3fc8e48cb22da666,3
+np.float64,0xbfc5389a3f2a7134,0xbfc551cd6febc544,3
+np.float64,0x3fce82feb33d0600,0x3fceceecce2467ef,3
+np.float64,0x3fda346791b468d0,0x3fdaff95154a4ca6,3
+np.float64,0x3fd04501fea08a04,0x3fd073397b32607e,3
+np.float64,0xbfb6be498a2d7c90,0xbfb6c5f93aeb0e57,3
+np.float64,0x3fe1f030dd63e062,0x3fe30ad8fb97cce0,3
+np.float64,0xbfee3fb36dfc7f67,0xbff3d0a5e380b86f,3
+np.float64,0xbfa876773c30ecf0,0xbfa878d9d3df6a3f,3
+np.float64,0x3fdb58296eb6b054,0x3fdc40ceffb17f82,3
+np.float64,0xbfea16b5d8742d6c,0xbfee809b99fd6adc,3
+np.float64,0xbfdc5062b6b8a0c6,0xbfdd547623275fdb,3
+np.float64,0x3fef6db242fedb64,0x3ff61ab4cdaef467,3
+np.float64,0xbfc9f778f933eef0,0xbfca25eef1088167,3
+np.float64,0xbfd22063eba440c8,0xbfd260c8766c69cf,3
+np.float64,0x3fdd2379f2ba46f4,0x3fde40b025cb1ffa,3
+np.float64,0xbfea967af2f52cf6,0xbfef61a178774636,3
+np.float64,0x3fe4f5b49fe9eb6a,0x3fe6da8311a5520e,3
+np.float64,0x3feccde17b799bc2,0x3ff1ebd0ea228b71,3
+np.float64,0x3fe1bb76506376ec,0x3fe2cb56fca01840,3
+np.float64,0xbfef94e583ff29cb,0xbff68aeab8ba75a2,3
+np.float64,0x3fed024a55fa0494,0x3ff228ea5d456e9d,3
+np.float64,0xbfe877b2a8f0ef65,0xbfebdaa1a4712459,3
+np.float64,0x3fef687a8d7ed0f6,0x3ff60cf5fef8d448,3
+np.float64,0xbfeeb2dc8afd65b9,0xbff48dda6a906cd6,3
+np.float64,0x3fdb2e28aeb65c50,0x3fdc12620655eb7a,3
+np.float64,0x3fedc1863afb830c,0x3ff31ae823315e83,3
+np.float64,0xbfe6b1bb546d6376,0xbfe93a38163e3a59,3
+np.float64,0x3fe479c78468f390,0x3fe637e5c0fc5730,3
+np.float64,0x3fbad1fade35a3f0,0x3fbade9a43ca05cf,3
+np.float64,0xbfe2d1c563e5a38b,0xbfe41e712785900c,3
+np.float64,0xbfc08c33ed211868,0xbfc09817a752d500,3
+np.float64,0xbfecce0935f99c12,0xbff1ebfe84524037,3
+np.float64,0x3fce4ef0e73c9de0,0x3fce995638a3dc48,3
+np.float64,0xbfd2fb2343a5f646,0xbfd345592517ca18,3
+np.float64,0x3fd848f7cdb091f0,0x3fd8e8bee5f7b49a,3
+np.float64,0x3fe532b7d2ea6570,0x3fe72b9ac747926a,3
+np.float64,0x3fd616aadcac2d54,0x3fd68d692c5cad42,3
+np.float64,0x3fd7720eb3aee41c,0x3fd801206a0e1e43,3
+np.float64,0x3fee835a35fd06b4,0x3ff43c7175eb7a54,3
+np.float64,0xbfe2e8f70b65d1ee,0xbfe43b2800a947a7,3
+np.float64,0xbfed38f45d7a71e9,0xbff26acd6bde7174,3
+np.float64,0xbfc0c62661218c4c,0xbfc0d28964d66120,3
+np.float64,0x3fe97940bef2f282,0x3fed76b986a74ee3,3
+np.float64,0x3fc96f7dc532def8,0x3fc99b20044c8fcf,3
+np.float64,0xbfd60201eeac0404,0xbfd677675efaaedc,3
+np.float64,0x3fe63c0867ec7810,0x3fe894f060200140,3
+np.float64,0xbfef6144b37ec289,0xbff5fa589a515ba8,3
+np.float64,0xbfde2da0c8bc5b42,0xbfdf6d0b59e3232a,3
+np.float64,0xbfd7401612ae802c,0xbfd7cb74ddd413b9,3
+np.float64,0x3fe41c012de83802,0x3fe5be9d87da3f82,3
+np.float64,0x3fdf501609bea02c,0x3fe05c1d96a2270b,3
+np.float64,0x3fcf9fa1233f3f40,0x3fcff45598e72f07,3
+np.float64,0x3fd4e3895ea9c714,0x3fd547580d8392a2,3
+np.float64,0x3fe1e8ff5fe3d1fe,0x3fe3022a0b86a2ab,3
+np.float64,0xbfe0aa55956154ab,0xbfe18768823da589,3
+np.float64,0x3fb2a0aa26254150,0x3fb2a4e1faff1c93,3
+np.float64,0x3fd3823417a70468,0x3fd3d2f808dbb167,3
+np.float64,0xbfaed323643da640,0xbfaed7e9bef69811,3
+np.float64,0x3fe661e8c4ecc3d2,0x3fe8c9c535f43c16,3
+np.float64,0xbfa429777c2852f0,0xbfa42acd38ba02a6,3
+np.float64,0x3fb5993ea22b3280,0x3fb59fd353e47397,3
+np.float64,0x3fee62d21efcc5a4,0x3ff40788f9278ade,3
+np.float64,0xbf813fb810227f80,0xbf813fc56d8f3c53,3
+np.float64,0x3fd56205deaac40c,0x3fd5cd59671ef193,3
+np.float64,0x3fd31a4de5a6349c,0x3fd365fe401b66e8,3
+np.float64,0xbfec7cc7a478f98f,0xbff190cf69703ca4,3
+np.float64,0xbf755881a02ab100,0xbf755887f52e7794,3
+np.float64,0x3fdd1c92e6ba3924,0x3fde38efb4e8605c,3
+np.float64,0x3fdf49da80be93b4,0x3fe0588af8dd4a34,3
+np.float64,0x3fe1fcdbf2e3f9b8,0x3fe31a27b9d273f2,3
+np.float64,0x3fe2a0f18be541e4,0x3fe3e23b159ce20f,3
+np.float64,0xbfed0f1561fa1e2b,0xbff23820fc0a54ca,3
+np.float64,0x3fe34a006c669400,0x3fe4b419b9ed2b83,3
+np.float64,0xbfd51be430aa37c8,0xbfd583005a4d62e7,3
+np.float64,0x3fe5ec4e336bd89c,0x3fe826caad6b0f65,3
+np.float64,0xbfdad71b1fb5ae36,0xbfdbb25bef8b53d8,3
+np.float64,0xbfe8eac2d871d586,0xbfec8f8cac7952f9,3
+np.float64,0xbfe1d5aef663ab5e,0xbfe2eae14b7ccdfd,3
+np.float64,0x3fec11d3157823a6,0x3ff11e8279506753,3
+np.float64,0xbfe67ff1166cffe2,0xbfe8f3e61c1dfd32,3
+np.float64,0xbfd101eecda203de,0xbfd136e0e9557022,3
+np.float64,0x3fde6c9e5cbcd93c,0x3fdfb48ee7efe134,3
+np.float64,0x3fec3ede9c787dbe,0x3ff14dead1e5cc1c,3
+np.float64,0x3fe7a022086f4044,0x3fea93ce2980b161,3
+np.float64,0xbfc3b2b1b7276564,0xbfc3c6d02d60bb21,3
+np.float64,0x7ff0000000000000,0x7ff8000000000000,3
+np.float64,0x3fe60b5647ec16ac,0x3fe8517ef0544b40,3
+np.float64,0xbfd20ab654a4156c,0xbfd24a2f1b8e4932,3
+np.float64,0xbfe4aa1e2f69543c,0xbfe677005cbd2646,3
+np.float64,0xbfc831cc0b306398,0xbfc8574910d0b86d,3
+np.float64,0xbfc3143495262868,0xbfc3267961b79198,3
+np.float64,0x3fc14d64c1229ac8,0x3fc15afea90a319d,3
+np.float64,0x3fc0a5a207214b48,0x3fc0b1bd2f15c1b0,3
+np.float64,0xbfc0b8351521706c,0xbfc0c4792672d6db,3
+np.float64,0xbfdc383600b8706c,0xbfdd398429e163bd,3
+np.float64,0x3fd9e17321b3c2e8,0x3fdaa4c4d140a622,3
+np.float64,0xbfd44f079ea89e10,0xbfd4aa7d6deff4ab,3
+np.float64,0xbfc3de52a927bca4,0xbfc3f2f8f65f4c3f,3
+np.float64,0x3fe7779d566eef3a,0x3fea57f8592dbaad,3
+np.float64,0xbfe309039e661207,0xbfe462f47f9a64e5,3
+np.float64,0x3fd8e06d08b1c0dc,0x3fd98cc946e440a6,3
+np.float64,0x3fdde66c9ebbccd8,0x3fdf1c68009a8dc1,3
+np.float64,0x3fd4369c6ba86d38,0x3fd490bf460a69e4,3
+np.float64,0xbfe132252fe2644a,0xbfe22775e109cc2e,3
+np.float64,0x3fee15483c7c2a90,0x3ff39111de89036f,3
+np.float64,0xbfc1d5ee8123abdc,0xbfc1e4d66c6871a5,3
+np.float64,0x3fc851c52b30a388,0x3fc877d93fb4ae1a,3
+np.float64,0x3fdaade707b55bd0,0x3fdb85001661fffe,3
+np.float64,0xbfe79fb7f96f3f70,0xbfea9330ec27ac10,3
+np.float64,0xbfe8b0f725f161ee,0xbfec3411c0e4517a,3
+np.float64,0xbfea79f5f374f3ec,0xbfef2e9dd9270488,3
+np.float64,0x3fe0b5fe5b616bfc,0x3fe19512a36a4534,3
+np.float64,0xbfad7c622c3af8c0,0xbfad808fea96a804,3
+np.float64,0xbfe3e24dbce7c49c,0xbfe574b4c1ea9818,3
+np.float64,0xbfe80b038af01607,0xbfeb33fec279576a,3
+np.float64,0xbfef69e2ea7ed3c6,0xbff610a5593a18bc,3
+np.float64,0x3fdcc0bb39b98178,0x3fddd1f8c9a46430,3
+np.float64,0xbfba39976a347330,0xbfba4563bb5369a4,3
+np.float64,0xbfebf9768ef7f2ed,0xbff10548ab725f74,3
+np.float64,0xbfec21c066f84381,0xbff12f2803ba052f,3
+np.float64,0xbfca216a6b3442d4,0xbfca50c5e1e5748e,3
+np.float64,0x3fd5e40da4abc81c,0x3fd65783f9a22946,3
+np.float64,0x3fc235ca17246b98,0x3fc245a8f453173f,3
+np.float64,0x3fecb5b867796b70,0x3ff1d046a0bfda69,3
+np.float64,0x3fcb457fef368b00,0x3fcb7b6daa8165a7,3
+np.float64,0xbfa5ed6f7c2bdae0,0xbfa5ef27244e2e42,3
+np.float64,0x3fecf618a1f9ec32,0x3ff21a86cc104542,3
+np.float64,0x3fe9d95413f3b2a8,0x3fee178dcafa11fc,3
+np.float64,0xbfe93a5357f274a7,0xbfed0f9a565da84a,3
+np.float64,0xbfeb9e45ff773c8c,0xbff0a93cab8e258d,3
+np.float64,0x3fcbd9d0bd37b3a0,0x3fcc134e87cae241,3
+np.float64,0x3fe55d4db76aba9c,0x3fe764a0e028475a,3
+np.float64,0xbfc8a6fc71314df8,0xbfc8ceaafbfc59a7,3
+np.float64,0x3fe0615fa660c2c0,0x3fe1323611c4cbc2,3
+np.float64,0x3fb965558632cab0,0x3fb9700b84de20ab,3
+np.float64,0x8000000000000000,0x8000000000000000,3
+np.float64,0x3fe76776c6eeceee,0x3fea40403e24a9f1,3
+np.float64,0x3fe3b7f672676fec,0x3fe53ece71a1a1b1,3
+np.float64,0xbfa9b82ba4337050,0xbfa9baf15394ca64,3
+np.float64,0xbfe31faf49663f5e,0xbfe47f31b1ca73dc,3
+np.float64,0xbfcc4c6beb3898d8,0xbfcc88c5f814b2c1,3
+np.float64,0x3fd481530aa902a8,0x3fd4df8df03bc155,3
+np.float64,0x3fd47593b8a8eb28,0x3fd4d327ab78a1a8,3
+np.float64,0x3fd70e6ccbae1cd8,0x3fd7962fe8b63d46,3
+np.float64,0x3fd25191f7a4a324,0x3fd2941623c88e02,3
+np.float64,0x3fd0603ef0a0c07c,0x3fd08f64e97588dc,3
+np.float64,0xbfc653bae52ca774,0xbfc6711e5e0d8ea9,3
+np.float64,0xbfd11db8fea23b72,0xbfd153b63c6e8812,3
+np.float64,0xbfea9bde25f537bc,0xbfef6b52268e139a,3
+np.float64,0x1,0x1,3
+np.float64,0xbfefd3806d7fa701,0xbff776dcef9583ca,3
+np.float64,0xbfe0fb8cfde1f71a,0xbfe1e6e2e774a8f8,3
+np.float64,0x3fea384534f4708a,0x3feebadaa389be0d,3
+np.float64,0x3feff761c97feec4,0x3ff866157b9d072d,3
+np.float64,0x3fe7131ccb6e263a,0x3fe9c58b4389f505,3
+np.float64,0x3fe9084f7872109e,0x3fecbed0355dbc8f,3
+np.float64,0x3f708e89e0211d00,0x3f708e8cd4946b9e,3
+np.float64,0xbfe39185f067230c,0xbfe50e1cd178244d,3
+np.float64,0x3fd67cc1a9acf984,0x3fd6fa514784b48c,3
+np.float64,0xbfecaef005f95de0,0xbff1c89c9c3ef94a,3
+np.float64,0xbfe12eec81e25dd9,0xbfe223a4285bba9a,3
+np.float64,0x3fbe7f9faa3cff40,0x3fbe92363525068d,3
+np.float64,0xbfe1950b2b632a16,0xbfe29d45fc1e4ce9,3
+np.float64,0x3fe45049e6e8a094,0x3fe6020de759e383,3
+np.float64,0x3fe4d10c8969a21a,0x3fe6aa1fe42cbeb9,3
+np.float64,0xbfe9d04658f3a08d,0xbfee08370a0dbf0c,3
+np.float64,0x3fe14fb314e29f66,0x3fe24a8d73663521,3
+np.float64,0xbfef4abfe4fe9580,0xbff5c2c1ff1250ca,3
+np.float64,0xbfe6162b366c2c56,0xbfe86073ac3c6243,3
+np.float64,0x3feffe781e7ffcf0,0x3ff8d2cbedd6a1b5,3
+np.float64,0xbff0000000000000,0xbff921fb54442d18,3
+np.float64,0x3fc1dc45ad23b888,0x3fc1eb3d9bddda58,3
+np.float64,0xbfe793f6fcef27ee,0xbfea81c93d65aa64,3
+np.float64,0x3fdef6d2bbbdeda4,0x3fe029079d42efb5,3
+np.float64,0xbfdf0ac479be1588,0xbfe0346dbc95963f,3
+np.float64,0xbfd33927d7a67250,0xbfd38653f90a5b73,3
+np.float64,0xbfe248b072e49161,0xbfe37631ef6572e1,3
+np.float64,0xbfc8ceb6af319d6c,0xbfc8f7288657f471,3
+np.float64,0x3fdd7277fcbae4f0,0x3fde99886e6766ef,3
+np.float64,0xbfe0d30c6561a619,0xbfe1b72f90bf53d6,3
+np.float64,0xbfcb0fe07d361fc0,0xbfcb448e2eae9542,3
+np.float64,0xbfe351f57fe6a3eb,0xbfe4be13eef250f2,3
+np.float64,0x3fe85ec02cf0bd80,0x3febb407e2e52e4c,3
+np.float64,0x3fc8bc59b53178b0,0x3fc8e470f65800ec,3
+np.float64,0xbfd278d447a4f1a8,0xbfd2bd133c9c0620,3
+np.float64,0x3feda5cfd87b4ba0,0x3ff2f5ab4324f43f,3
+np.float64,0xbfd2b32a36a56654,0xbfd2fa09c36afd34,3
+np.float64,0xbfed4a81cb7a9504,0xbff28077a4f4fff4,3
+np.float64,0x3fdf079bf9be0f38,0x3fe0329f7fb13f54,3
+np.float64,0x3fd14097f6a28130,0x3fd177e9834ec23f,3
+np.float64,0xbfaeab11843d5620,0xbfaeafc5531eb6b5,3
+np.float64,0xbfac3f8c14387f20,0xbfac433893d53360,3
+np.float64,0xbfc139d7ed2273b0,0xbfc14743adbbe660,3
+np.float64,0x3fe78cb02cef1960,0x3fea7707f76edba9,3
+np.float64,0x3fefe16b41ffc2d6,0x3ff7bff36a7aa7b8,3
+np.float64,0x3fec5260d378a4c2,0x3ff162c588b0da38,3
+np.float64,0x3fedb146f17b628e,0x3ff304f90d3a15d1,3
+np.float64,0x3fd1fd45f7a3fa8c,0x3fd23c2dc3929e20,3
+np.float64,0x3fe0898a5ee11314,0x3fe1610c63e726eb,3
+np.float64,0x3fe7719946eee332,0x3fea4f205eecb59f,3
+np.float64,0x3fe955218972aa44,0x3fed3b530c1f7651,3
+np.float64,0x3fe0ccbf4461997e,0x3fe1afc7b4587836,3
+np.float64,0xbfe9204314f24086,0xbfece5605780e346,3
+np.float64,0xbfe552017feaa403,0xbfe755773cbd74d5,3
+np.float64,0x3fd8ce4b32b19c98,0x3fd9791c8dd44eae,3
+np.float64,0x3fef89acd9ff135a,0x3ff668f78adf7ced,3
+np.float64,0x3fc9d713ad33ae28,0x3fca04da6c293bbd,3
+np.float64,0xbfe22d9c4de45b38,0xbfe3553effadcf92,3
+np.float64,0x3fa5cda38c2b9b40,0x3fa5cf53c5787482,3
+np.float64,0x3fa878ebdc30f1e0,0x3fa87b4f2bf1d4c3,3
+np.float64,0x3fe8030353700606,0x3feb27e196928789,3
+np.float64,0x3fb50607222a0c10,0x3fb50c188ce391e6,3
+np.float64,0x3fd9ba4ab4b37494,0x3fda79fa8bd40f45,3
+np.float64,0x3fb564598e2ac8b0,0x3fb56abe42d1ba13,3
+np.float64,0xbfd1177c83a22efa,0xbfd14d3d7ef30cc4,3
+np.float64,0xbfd952cec7b2a59e,0xbfda09215d17c0ac,3
+np.float64,0x3fe1d8066663b00c,0x3fe2edb35770b8dd,3
+np.float64,0xbfc89427a3312850,0xbfc8bb7a7c389497,3
+np.float64,0xbfe86ebfd3f0dd80,0xbfebccc2ba0f506c,3
+np.float64,0x3fc390578b2720b0,0x3fc3a40cb7f5f728,3
+np.float64,0xbfd122f9b8a245f4,0xbfd15929dc57a897,3
+np.float64,0x3f8d0636d03a0c80,0x3f8d06767de576df,3
+np.float64,0xbfe4b55d8b696abb,0xbfe685be537a9637,3
+np.float64,0xbfdfd51cf9bfaa3a,0xbfe0a894fcff0c76,3
+np.float64,0xbfd37c1f52a6f83e,0xbfd3cc9593c37aad,3
+np.float64,0x3fd0e8283ea1d050,0x3fd11c25c800785a,3
+np.float64,0x3fd3160784a62c10,0x3fd36183a6c2880c,3
+np.float64,0x3fd4c66e57a98cdc,0x3fd5288fe3394eff,3
+np.float64,0x3fee2f7e3afc5efc,0x3ff3b8063eb30cdc,3
+np.float64,0xbfe526773a6a4cee,0xbfe71b4364215b18,3
+np.float64,0x3fea01181e740230,0x3fee5b65eccfd130,3
+np.float64,0xbfe51c03f76a3808,0xbfe70d5919d37587,3
+np.float64,0x3fd97e1375b2fc28,0x3fda3845da40b22b,3
+np.float64,0x3fd5c14a14ab8294,0x3fd632890d07ed03,3
+np.float64,0xbfec9b474279368e,0xbff1b28f50584fe3,3
+np.float64,0x3fe0139ca860273a,0x3fe0d7fc377f001c,3
+np.float64,0x3fdb080c9db61018,0x3fdbe85056358fa0,3
+np.float64,0xbfdd72ceb1bae59e,0xbfde99ea171661eb,3
+np.float64,0xbfe64e934fec9d26,0xbfe8aec2ef24be63,3
+np.float64,0x3fd1036a93a206d4,0x3fd1386adabe01bd,3
+np.float64,0x3febc9d4a5f793aa,0x3ff0d4c069f1e67d,3
+np.float64,0xbfe547a16fea8f43,0xbfe747902fe6fb4d,3
+np.float64,0x3fc289b0f9251360,0x3fc29a709de6bdd9,3
+np.float64,0xbfe694494a6d2892,0xbfe9108f3dc133e2,3
+np.float64,0x3fd827dfe4b04fc0,0x3fd8c4fe40532b91,3
+np.float64,0xbfe8b89418f17128,0xbfec400c5a334b2e,3
+np.float64,0x3fed5605147aac0a,0x3ff28ed1f612814a,3
+np.float64,0xbfed36af31fa6d5e,0xbff26804e1f71af0,3
+np.float64,0x3fdbb01c02b76038,0x3fdca2381558bbf0,3
+np.float64,0x3fe2a951666552a2,0x3fe3ec88f780f9e6,3
+np.float64,0x3fe662defbecc5be,0x3fe8cb1dbfca98ab,3
+np.float64,0x3fd098b1b3a13164,0x3fd0c9d064e4eaf2,3
+np.float64,0x3fefa10edeff421e,0x3ff6b1c6187b18a8,3
+np.float64,0xbfec4feb7a789fd7,0xbff16021ef37a219,3
+np.float64,0x3fd8e415bbb1c82c,0x3fd990c1f8b786bd,3
+np.float64,0xbfead5a09275ab41,0xbfefd44fab5b4f6e,3
+np.float64,0xbfe8666c16f0ccd8,0xbfebbfe0c9f2a9ae,3
+np.float64,0x3fdc962132b92c44,0x3fdda2525a6f406c,3
+np.float64,0xbfe2037f03e406fe,0xbfe3222ec2a3449e,3
+np.float64,0xbfec82c27e790585,0xbff197626ea9df1e,3
+np.float64,0x3fd2b4e03ca569c0,0x3fd2fbd3c7fda23e,3
+np.float64,0xbfe9b0dee5f361be,0xbfedd34f6d3dfe8a,3
+np.float64,0x3feef45cd17de8ba,0x3ff508180687b591,3
+np.float64,0x3f82c39bf0258700,0x3f82c3ad24c3b3f1,3
+np.float64,0xbfca848cfd350918,0xbfcab612ce258546,3
+np.float64,0x3fd6442aaaac8854,0x3fd6bdea54016e48,3
+np.float64,0x3fe550799e6aa0f4,0x3fe75369c9ea5b1e,3
+np.float64,0xbfe0e9d5a361d3ac,0xbfe1d20011139d89,3
+np.float64,0x3fbfc9ff1e3f9400,0x3fbfdf0ea6885c80,3
+np.float64,0xbfa187e8b4230fd0,0xbfa188c95072092e,3
+np.float64,0x3fcd28c9533a5190,0x3fcd6ae879c21b47,3
+np.float64,0x3fc6227ec52c4500,0x3fc63f1fbb441d29,3
+np.float64,0x3fe9b7a2ed736f46,0x3feddeab49b2d176,3
+np.float64,0x3fd4aee93da95dd4,0x3fd50fb3b71e0339,3
+np.float64,0xbfe164dacf62c9b6,0xbfe263bb2f7dd5d9,3
+np.float64,0x3fec62e525f8c5ca,0x3ff17496416d9921,3
+np.float64,0x3fdd363ee0ba6c7c,0x3fde55c6a49a5f86,3
+np.float64,0x3fe65cbf75ecb97e,0x3fe8c28d31ff3ebd,3
+np.float64,0xbfe76d27ca6eda50,0xbfea4899e3661425,3
+np.float64,0xbfc305738d260ae8,0xbfc3178dcfc9d30f,3
+np.float64,0xbfd3aa2a54a75454,0xbfd3fcf1e1ce8328,3
+np.float64,0x3fd1609fc9a2c140,0x3fd1992efa539b9f,3
+np.float64,0xbfac1291bc382520,0xbfac162cc7334b4d,3
+np.float64,0xbfedb461ea7b68c4,0xbff309247850455d,3
+np.float64,0xbfe8d2adf8f1a55c,0xbfec6947be90ba92,3
+np.float64,0xbfd7128965ae2512,0xbfd79a9855bcfc5a,3
+np.float64,0x3fe8deb09471bd62,0x3fec7c56b3aee531,3
+np.float64,0xbfe5f4d329ebe9a6,0xbfe8327ea8189af8,3
+np.float64,0xbfd3b46ac9a768d6,0xbfd407b80b12ff17,3
+np.float64,0x3fec899d7cf9133a,0x3ff19ef26baca36f,3
+np.float64,0xbfec192fd5783260,0xbff126306e507fd0,3
+np.float64,0x3fe945bdaef28b7c,0x3fed222f787310bf,3
+np.float64,0xbfeff9635d7ff2c7,0xbff87d6773f318eb,3
+np.float64,0xbfd604b81cac0970,0xbfd67a4aa852559a,3
+np.float64,0x3fcd1cc9d53a3990,0x3fcd5e962e237c24,3
+np.float64,0xbfed77b0fffaef62,0xbff2b97a1c9b6483,3
+np.float64,0xbfc9c69325338d28,0xbfc9f401500402fb,3
+np.float64,0xbfdf97e246bf2fc4,0xbfe0855601ea9db3,3
+np.float64,0x3fc7e6304f2fcc60,0x3fc80a4e718504cd,3
+np.float64,0x3fec3b599e7876b4,0x3ff14a2d1b9c68e6,3
+np.float64,0xbfe98618e1f30c32,0xbfed8bfbb31c394a,3
+np.float64,0xbfe59b3c0feb3678,0xbfe7b832d6df81de,3
+np.float64,0xbfe54ce2fe6a99c6,0xbfe74e9a85be4116,3
+np.float64,0x3fc9db49cb33b690,0x3fca092737ef500a,3
+np.float64,0xbfb4a922ae295248,0xbfb4aee4e39078a9,3
+np.float64,0xbfd0e542e0a1ca86,0xbfd11925208d66af,3
+np.float64,0x3fd70543f2ae0a88,0x3fd78c5e9238a3ee,3
+np.float64,0x3fd67f7a7facfef4,0x3fd6fd3998df8545,3
+np.float64,0xbfe40b643d6816c8,0xbfe5a947e427f298,3
+np.float64,0xbfcd85f69b3b0bec,0xbfcdcaa24b75f1a3,3
+np.float64,0x3fec705fb4f8e0c0,0x3ff1833c82163ee2,3
+np.float64,0x3fb37650ea26eca0,0x3fb37b20c16fb717,3
+np.float64,0x3fe5ebfa55ebd7f4,0x3fe826578d716e70,3
+np.float64,0x3fe991dfe5f323c0,0x3fed9f8a4bf1f588,3
+np.float64,0xbfd658bd0aacb17a,0xbfd6d3dd06e54900,3
+np.float64,0xbfc24860252490c0,0xbfc258701a0b9290,3
+np.float64,0xbfefb8d763ff71af,0xbff705b6ea4a569d,3
+np.float64,0x3fb8fcb4ae31f970,0x3fb906e809e7899f,3
+np.float64,0x3fce6343cb3cc688,0x3fceae41d1629625,3
+np.float64,0xbfd43d5a11a87ab4,0xbfd497da25687e07,3
+np.float64,0xbfe9568851f2ad11,0xbfed3d9e5fe83a76,3
+np.float64,0x3fe1b66153e36cc2,0x3fe2c53c7e016271,3
+np.float64,0x3fef27452bfe4e8a,0x3ff571b3486ed416,3
+np.float64,0x3fca87c0a7350f80,0x3fcab958a7bb82d4,3
+np.float64,0xbfd8776a8fb0eed6,0xbfd91afaf2f50edf,3
+np.float64,0x3fe9522a76f2a454,0x3fed3679264e1525,3
+np.float64,0x3fea14ff2cf429fe,0x3fee7da6431cc316,3
+np.float64,0x3fe970618bf2e0c4,0x3fed68154d54dd97,3
+np.float64,0x3fd3410cfca68218,0x3fd38e9b21792240,3
+np.float64,0xbf6a8070c0350100,0xbf6a8073c7c34517,3
+np.float64,0xbfbe449de23c8938,0xbfbe56c8e5e4d98b,3
+np.float64,0x3fedbc92e27b7926,0x3ff314313216d8e6,3
+np.float64,0xbfe3be4706677c8e,0xbfe546d3ceb85aea,3
+np.float64,0x3fe30cd6d76619ae,0x3fe467b6f2664a8d,3
+np.float64,0x3fd7d69b21afad38,0x3fd86d54284d05ad,3
+np.float64,0xbfe501001fea0200,0xbfe6e978afcff4d9,3
+np.float64,0xbfe44ba3d8e89748,0xbfe5fc0a31cd1e3e,3
+np.float64,0x3fec52f7c078a5f0,0x3ff16367acb209b2,3
+np.float64,0xbfcb19efcb3633e0,0xbfcb4ed9235a7d47,3
+np.float64,0xbfab86796c370cf0,0xbfab89df7bf15710,3
+np.float64,0xbfb962feda32c600,0xbfb96db1e1679c98,3
+np.float64,0x3fe0dd14e861ba2a,0x3fe1c2fc72810567,3
+np.float64,0x3fe41bcc6de83798,0x3fe5be59b7f9003b,3
+np.float64,0x3fc82f4c4f305e98,0x3fc854bd9798939f,3
+np.float64,0xbfcd143a613a2874,0xbfcd55cbd1619d84,3
+np.float64,0xbfd52da61baa5b4c,0xbfd595d0b3543439,3
+np.float64,0xbfb71b4a8e2e3698,0xbfb7235a4ab8432f,3
+np.float64,0xbfec141a19782834,0xbff120e1e39fc856,3
+np.float64,0xbfdba9319db75264,0xbfdc9a8ca2578bb2,3
+np.float64,0xbfbce5d74639cbb0,0xbfbcf5a4878cfa51,3
+np.float64,0x3fde67f7b3bccff0,0x3fdfaf45a9f843ad,3
+np.float64,0xbfe12d87bc625b10,0xbfe221fd4476eb71,3
+np.float64,0x3fe35b8f6be6b71e,0x3fe4ca20f65179e1,3
+np.float64,0xbfdbada1d3b75b44,0xbfdc9f78b19f93d1,3
+np.float64,0xbfc60159c52c02b4,0xbfc61d79b879f598,3
+np.float64,0x3fd6b81c38ad7038,0x3fd739c27bfa16d8,3
+np.float64,0xbfd646a253ac8d44,0xbfd6c08c19612bbb,3
+np.float64,0xbfe6babef0ed757e,0xbfe94703d0bfa311,3
+np.float64,0xbfed5671f1faace4,0xbff28f5a3f3683d0,3
+np.float64,0x3fc01d1e85203a40,0x3fc02817ec0dfd38,3
+np.float64,0xbfe9188a61f23115,0xbfecd8eb5da84223,3
+np.float64,0x3fdca3bab9b94774,0x3fddb1868660c239,3
+np.float64,0xbfa255750c24aaf0,0xbfa25675f7b36343,3
+np.float64,0x3fb3602db626c060,0x3fb364ed2d5b2876,3
+np.float64,0xbfd30a14bda6142a,0xbfd354ff703b8862,3
+np.float64,0xbfe1cfe381639fc7,0xbfe2e3e720b968c8,3
+np.float64,0xbfd2af6a4fa55ed4,0xbfd2f61e190bcd1f,3
+np.float64,0xbfe93c50937278a1,0xbfed12d64bb10d73,3
+np.float64,0x3fddd8bc44bbb178,0x3fdf0ced7f9005cc,3
+np.float64,0x3fdb2bc73cb65790,0x3fdc0fc0e18e425e,3
+np.float64,0xbfd073f6aba0e7ee,0xbfd0a3cb5468a961,3
+np.float64,0x3fed4bad7b7a975a,0x3ff281ebeb75e414,3
+np.float64,0xbfdc75b50bb8eb6a,0xbfdd7e1a7631cb22,3
+np.float64,0x3fd458a90fa8b154,0x3fd4b4a5817248ce,3
+np.float64,0x3feead5db57d5abc,0x3ff484286fab55ff,3
+np.float64,0x3fb3894382271280,0x3fb38e217b4e7905,3
+np.float64,0xffefffffffffffff,0x7ff8000000000000,3
+np.float64,0xbfe428212ae85042,0xbfe5ce36f226bea8,3
+np.float64,0xbfc08b39f7211674,0xbfc0971b93ebc7ad,3
+np.float64,0xbfc2e7cf5525cfa0,0xbfc2f994eb72b623,3
+np.float64,0xbfdb0d85afb61b0c,0xbfdbee5a2de3c5db,3
+np.float64,0xfff0000000000000,0x7ff8000000000000,3
+np.float64,0xbfd0d36af7a1a6d6,0xbfd106a5f05ef6ff,3
+np.float64,0xbfc333d0912667a0,0xbfc3467162b7289a,3
+np.float64,0x3fcdababc53b5758,0x3fcdf16458c20fa8,3
+np.float64,0x3fd0821b38a10438,0x3fd0b26e3e0b9185,3
+np.float64,0x0,0x0,3
+np.float64,0x3feb7f70edf6fee2,0x3ff08ae81854bf20,3
+np.float64,0x3fe6e075716dc0ea,0x3fe97cc5254be6ff,3
+np.float64,0x3fea13b682f4276e,0x3fee7b6f18073b5b,3

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/umath-validation-set-cos.csv

@@ -0,0 +1,1375 @@
+dtype,input,output,ulperrortol
+## +ve denormals ##
+np.float32,0x004b4716,0x3f800000,2
+np.float32,0x007b2490,0x3f800000,2
+np.float32,0x007c99fa,0x3f800000,2
+np.float32,0x00734a0c,0x3f800000,2
+np.float32,0x0070de24,0x3f800000,2
+np.float32,0x007fffff,0x3f800000,2
+np.float32,0x00000001,0x3f800000,2
+## -ve denormals ##
+np.float32,0x80495d65,0x3f800000,2
+np.float32,0x806894f6,0x3f800000,2
+np.float32,0x80555a76,0x3f800000,2
+np.float32,0x804e1fb8,0x3f800000,2
+np.float32,0x80687de9,0x3f800000,2
+np.float32,0x807fffff,0x3f800000,2
+np.float32,0x80000001,0x3f800000,2
+## +/-0.0f, +/-FLT_MIN +/-FLT_MAX ##
+np.float32,0x00000000,0x3f800000,2
+np.float32,0x80000000,0x3f800000,2
+np.float32,0x00800000,0x3f800000,2
+np.float32,0x80800000,0x3f800000,2
+## 1.00f + 0x00000001 ##
+np.float32,0x3f800000,0x3f0a5140,2
+np.float32,0x3f800001,0x3f0a513f,2
+np.float32,0x3f800002,0x3f0a513d,2
+np.float32,0xc090a8b0,0xbe4332ce,2
+np.float32,0x41ce3184,0x3f4d1de1,2
+np.float32,0xc1d85848,0xbeaa8980,2
+np.float32,0x402b8820,0xbf653aa3,2
+np.float32,0x42b4e454,0xbf4a338b,2
+np.float32,0x42a67a60,0x3c58202e,2
+np.float32,0x41d92388,0xbed987c7,2
+np.float32,0x422dd66c,0x3f5dcab3,2
+np.float32,0xc28f5be6,0xbf5688d8,2
+np.float32,0x41ab2674,0xbf53aa3b,2
+np.float32,0x3f490fdb,0x3f3504f3,2
+np.float32,0xbf490fdb,0x3f3504f3,2
+np.float32,0x3fc90fdb,0xb33bbd2e,2
+np.float32,0xbfc90fdb,0xb33bbd2e,2
+np.float32,0x40490fdb,0xbf800000,2
+np.float32,0xc0490fdb,0xbf800000,2
+np.float32,0x3fc90fdb,0xb33bbd2e,2
+np.float32,0xbfc90fdb,0xb33bbd2e,2
+np.float32,0x40490fdb,0xbf800000,2
+np.float32,0xc0490fdb,0xbf800000,2
+np.float32,0x40c90fdb,0x3f800000,2
+np.float32,0xc0c90fdb,0x3f800000,2
+np.float32,0x4016cbe4,0xbf3504f3,2
+np.float32,0xc016cbe4,0xbf3504f3,2
+np.float32,0x4096cbe4,0x324cde2e,2
+np.float32,0xc096cbe4,0x324cde2e,2
+np.float32,0x4116cbe4,0xbf800000,2
+np.float32,0xc116cbe4,0xbf800000,2
+np.float32,0x40490fdb,0xbf800000,2
+np.float32,0xc0490fdb,0xbf800000,2
+np.float32,0x40c90fdb,0x3f800000,2
+np.float32,0xc0c90fdb,0x3f800000,2
+np.float32,0x41490fdb,0x3f800000,2
+np.float32,0xc1490fdb,0x3f800000,2
+np.float32,0x407b53d2,0xbf3504f1,2
+np.float32,0xc07b53d2,0xbf3504f1,2
+np.float32,0x40fb53d2,0xb4b5563d,2
+np.float32,0xc0fb53d2,0xb4b5563d,2
+np.float32,0x417b53d2,0xbf800000,2
+np.float32,0xc17b53d2,0xbf800000,2
+np.float32,0x4096cbe4,0x324cde2e,2
+np.float32,0xc096cbe4,0x324cde2e,2
+np.float32,0x4116cbe4,0xbf800000,2
+np.float32,0xc116cbe4,0xbf800000,2
+np.float32,0x4196cbe4,0x3f800000,2
+np.float32,0xc196cbe4,0x3f800000,2
+np.float32,0x40afede0,0x3f3504f7,2
+np.float32,0xc0afede0,0x3f3504f7,2
+np.float32,0x412fede0,0x353222c4,2
+np.float32,0xc12fede0,0x353222c4,2
+np.float32,0x41afede0,0xbf800000,2
+np.float32,0xc1afede0,0xbf800000,2
+np.float32,0x40c90fdb,0x3f800000,2
+np.float32,0xc0c90fdb,0x3f800000,2
+np.float32,0x41490fdb,0x3f800000,2
+np.float32,0xc1490fdb,0x3f800000,2
+np.float32,0x41c90fdb,0x3f800000,2
+np.float32,0xc1c90fdb,0x3f800000,2
+np.float32,0x40e231d6,0x3f3504f3,2
+np.float32,0xc0e231d6,0x3f3504f3,2
+np.float32,0x416231d6,0xb319a6a2,2
+np.float32,0xc16231d6,0xb319a6a2,2
+np.float32,0x41e231d6,0xbf800000,2
+np.float32,0xc1e231d6,0xbf800000,2
+np.float32,0x40fb53d2,0xb4b5563d,2
+np.float32,0xc0fb53d2,0xb4b5563d,2
+np.float32,0x417b53d2,0xbf800000,2
+np.float32,0xc17b53d2,0xbf800000,2
+np.float32,0x41fb53d2,0x3f800000,2
+np.float32,0xc1fb53d2,0x3f800000,2
+np.float32,0x410a3ae7,0xbf3504fb,2
+np.float32,0xc10a3ae7,0xbf3504fb,2
+np.float32,0x418a3ae7,0x35b08908,2
+np.float32,0xc18a3ae7,0x35b08908,2
+np.float32,0x420a3ae7,0xbf800000,2
+np.float32,0xc20a3ae7,0xbf800000,2
+np.float32,0x4116cbe4,0xbf800000,2
+np.float32,0xc116cbe4,0xbf800000,2
+np.float32,0x4196cbe4,0x3f800000,2
+np.float32,0xc196cbe4,0x3f800000,2
+np.float32,0x4216cbe4,0x3f800000,2
+np.float32,0xc216cbe4,0x3f800000,2
+np.float32,0x41235ce2,0xbf3504ef,2
+np.float32,0xc1235ce2,0xbf3504ef,2
+np.float32,0x41a35ce2,0xb53889b6,2
+np.float32,0xc1a35ce2,0xb53889b6,2
+np.float32,0x42235ce2,0xbf800000,2
+np.float32,0xc2235ce2,0xbf800000,2
+np.float32,0x412fede0,0x353222c4,2
+np.float32,0xc12fede0,0x353222c4,2
+np.float32,0x41afede0,0xbf800000,2
+np.float32,0xc1afede0,0xbf800000,2
+np.float32,0x422fede0,0x3f800000,2
+np.float32,0xc22fede0,0x3f800000,2
+np.float32,0x413c7edd,0x3f3504f4,2
+np.float32,0xc13c7edd,0x3f3504f4,2
+np.float32,0x41bc7edd,0x33800add,2
+np.float32,0xc1bc7edd,0x33800add,2
+np.float32,0x423c7edd,0xbf800000,2
+np.float32,0xc23c7edd,0xbf800000,2
+np.float32,0x41490fdb,0x3f800000,2
+np.float32,0xc1490fdb,0x3f800000,2
+np.float32,0x41c90fdb,0x3f800000,2
+np.float32,0xc1c90fdb,0x3f800000,2
+np.float32,0x42490fdb,0x3f800000,2
+np.float32,0xc2490fdb,0x3f800000,2
+np.float32,0x4155a0d9,0x3f3504eb,2
+np.float32,0xc155a0d9,0x3f3504eb,2
+np.float32,0x41d5a0d9,0xb5b3bc81,2
+np.float32,0xc1d5a0d9,0xb5b3bc81,2
+np.float32,0x4255a0d9,0xbf800000,2
+np.float32,0xc255a0d9,0xbf800000,2
+np.float32,0x416231d6,0xb319a6a2,2
+np.float32,0xc16231d6,0xb319a6a2,2
+np.float32,0x41e231d6,0xbf800000,2
+np.float32,0xc1e231d6,0xbf800000,2
+np.float32,0x426231d6,0x3f800000,2
+np.float32,0xc26231d6,0x3f800000,2
+np.float32,0x416ec2d4,0xbf3504f7,2
+np.float32,0xc16ec2d4,0xbf3504f7,2
+np.float32,0x41eec2d4,0x353ef0a7,2
+np.float32,0xc1eec2d4,0x353ef0a7,2
+np.float32,0x426ec2d4,0xbf800000,2
+np.float32,0xc26ec2d4,0xbf800000,2
+np.float32,0x417b53d2,0xbf800000,2
+np.float32,0xc17b53d2,0xbf800000,2
+np.float32,0x41fb53d2,0x3f800000,2
+np.float32,0xc1fb53d2,0x3f800000,2
+np.float32,0x427b53d2,0x3f800000,2
+np.float32,0xc27b53d2,0x3f800000,2
+np.float32,0x4183f268,0xbf3504e7,2
+np.float32,0xc183f268,0xbf3504e7,2
+np.float32,0x4203f268,0xb6059a13,2
+np.float32,0xc203f268,0xb6059a13,2
+np.float32,0x4283f268,0xbf800000,2
+np.float32,0xc283f268,0xbf800000,2
+np.float32,0x418a3ae7,0x35b08908,2
+np.float32,0xc18a3ae7,0x35b08908,2
+np.float32,0x420a3ae7,0xbf800000,2
+np.float32,0xc20a3ae7,0xbf800000,2
+np.float32,0x428a3ae7,0x3f800000,2
+np.float32,0xc28a3ae7,0x3f800000,2
+np.float32,0x41908365,0x3f3504f0,2
+np.float32,0xc1908365,0x3f3504f0,2
+np.float32,0x42108365,0xb512200d,2
+np.float32,0xc2108365,0xb512200d,2
+np.float32,0x42908365,0xbf800000,2
+np.float32,0xc2908365,0xbf800000,2
+np.float32,0x4196cbe4,0x3f800000,2
+np.float32,0xc196cbe4,0x3f800000,2
+np.float32,0x4216cbe4,0x3f800000,2
+np.float32,0xc216cbe4,0x3f800000,2
+np.float32,0x4296cbe4,0x3f800000,2
+np.float32,0xc296cbe4,0x3f800000,2
+np.float32,0x419d1463,0x3f3504ef,2
+np.float32,0xc19d1463,0x3f3504ef,2
+np.float32,0x421d1463,0xb5455799,2
+np.float32,0xc21d1463,0xb5455799,2
+np.float32,0x429d1463,0xbf800000,2
+np.float32,0xc29d1463,0xbf800000,2
+np.float32,0x41a35ce2,0xb53889b6,2
+np.float32,0xc1a35ce2,0xb53889b6,2
+np.float32,0x42235ce2,0xbf800000,2
+np.float32,0xc2235ce2,0xbf800000,2
+np.float32,0x42a35ce2,0x3f800000,2
+np.float32,0xc2a35ce2,0x3f800000,2
+np.float32,0x41a9a561,0xbf3504ff,2
+np.float32,0xc1a9a561,0xbf3504ff,2
+np.float32,0x4229a561,0x360733d0,2
+np.float32,0xc229a561,0x360733d0,2
+np.float32,0x42a9a561,0xbf800000,2
+np.float32,0xc2a9a561,0xbf800000,2
+np.float32,0x41afede0,0xbf800000,2
+np.float32,0xc1afede0,0xbf800000,2
+np.float32,0x422fede0,0x3f800000,2
+np.float32,0xc22fede0,0x3f800000,2
+np.float32,0x42afede0,0x3f800000,2
+np.float32,0xc2afede0,0x3f800000,2
+np.float32,0x41b6365e,0xbf3504f6,2
+np.float32,0xc1b6365e,0xbf3504f6,2
+np.float32,0x4236365e,0x350bb91c,2
+np.float32,0xc236365e,0x350bb91c,2
+np.float32,0x42b6365e,0xbf800000,2
+np.float32,0xc2b6365e,0xbf800000,2
+np.float32,0x41bc7edd,0x33800add,2
+np.float32,0xc1bc7edd,0x33800add,2
+np.float32,0x423c7edd,0xbf800000,2
+np.float32,0xc23c7edd,0xbf800000,2
+np.float32,0x42bc7edd,0x3f800000,2
+np.float32,0xc2bc7edd,0x3f800000,2
+np.float32,0x41c2c75c,0x3f3504f8,2
+np.float32,0xc1c2c75c,0x3f3504f8,2
+np.float32,0x4242c75c,0x354bbe8a,2
+np.float32,0xc242c75c,0x354bbe8a,2
+np.float32,0x42c2c75c,0xbf800000,2
+np.float32,0xc2c2c75c,0xbf800000,2
+np.float32,0x41c90fdb,0x3f800000,2
+np.float32,0xc1c90fdb,0x3f800000,2
+np.float32,0x42490fdb,0x3f800000,2
+np.float32,0xc2490fdb,0x3f800000,2
+np.float32,0x42c90fdb,0x3f800000,2
+np.float32,0xc2c90fdb,0x3f800000,2
+np.float32,0x41cf585a,0x3f3504e7,2
+np.float32,0xc1cf585a,0x3f3504e7,2
+np.float32,0x424f585a,0xb608cd8c,2
+np.float32,0xc24f585a,0xb608cd8c,2
+np.float32,0x42cf585a,0xbf800000,2
+np.float32,0xc2cf585a,0xbf800000,2
+np.float32,0x41d5a0d9,0xb5b3bc81,2
+np.float32,0xc1d5a0d9,0xb5b3bc81,2
+np.float32,0x4255a0d9,0xbf800000,2
+np.float32,0xc255a0d9,0xbf800000,2
+np.float32,0x42d5a0d9,0x3f800000,2
+np.float32,0xc2d5a0d9,0x3f800000,2
+np.float32,0x41dbe958,0xbf350507,2
+np.float32,0xc1dbe958,0xbf350507,2
+np.float32,0x425be958,0x365eab75,2
+np.float32,0xc25be958,0x365eab75,2
+np.float32,0x42dbe958,0xbf800000,2
+np.float32,0xc2dbe958,0xbf800000,2
+np.float32,0x41e231d6,0xbf800000,2
+np.float32,0xc1e231d6,0xbf800000,2
+np.float32,0x426231d6,0x3f800000,2
+np.float32,0xc26231d6,0x3f800000,2
+np.float32,0x42e231d6,0x3f800000,2
+np.float32,0xc2e231d6,0x3f800000,2
+np.float32,0x41e87a55,0xbf3504ef,2
+np.float32,0xc1e87a55,0xbf3504ef,2
+np.float32,0x42687a55,0xb552257b,2
+np.float32,0xc2687a55,0xb552257b,2
+np.float32,0x42e87a55,0xbf800000,2
+np.float32,0xc2e87a55,0xbf800000,2
+np.float32,0x41eec2d4,0x353ef0a7,2
+np.float32,0xc1eec2d4,0x353ef0a7,2
+np.float32,0x426ec2d4,0xbf800000,2
+np.float32,0xc26ec2d4,0xbf800000,2
+np.float32,0x42eec2d4,0x3f800000,2
+np.float32,0xc2eec2d4,0x3f800000,2
+np.float32,0x41f50b53,0x3f3504ff,2
+np.float32,0xc1f50b53,0x3f3504ff,2
+np.float32,0x42750b53,0x360a6748,2
+np.float32,0xc2750b53,0x360a6748,2
+np.float32,0x42f50b53,0xbf800000,2
+np.float32,0xc2f50b53,0xbf800000,2
+np.float32,0x41fb53d2,0x3f800000,2
+np.float32,0xc1fb53d2,0x3f800000,2
+np.float32,0x427b53d2,0x3f800000,2
+np.float32,0xc27b53d2,0x3f800000,2
+np.float32,0x42fb53d2,0x3f800000,2
+np.float32,0xc2fb53d2,0x3f800000,2
+np.float32,0x4200ce28,0x3f3504f6,2
+np.float32,0xc200ce28,0x3f3504f6,2
+np.float32,0x4280ce28,0x34fdd672,2
+np.float32,0xc280ce28,0x34fdd672,2
+np.float32,0x4300ce28,0xbf800000,2
+np.float32,0xc300ce28,0xbf800000,2
+np.float32,0x4203f268,0xb6059a13,2
+np.float32,0xc203f268,0xb6059a13,2
+np.float32,0x4283f268,0xbf800000,2
+np.float32,0xc283f268,0xbf800000,2
+np.float32,0x4303f268,0x3f800000,2
+np.float32,0xc303f268,0x3f800000,2
+np.float32,0x420716a7,0xbf3504f8,2
+np.float32,0xc20716a7,0xbf3504f8,2
+np.float32,0x428716a7,0x35588c6d,2
+np.float32,0xc28716a7,0x35588c6d,2
+np.float32,0x430716a7,0xbf800000,2
+np.float32,0xc30716a7,0xbf800000,2
+np.float32,0x420a3ae7,0xbf800000,2
+np.float32,0xc20a3ae7,0xbf800000,2
+np.float32,0x428a3ae7,0x3f800000,2
+np.float32,0xc28a3ae7,0x3f800000,2
+np.float32,0x430a3ae7,0x3f800000,2
+np.float32,0xc30a3ae7,0x3f800000,2
+np.float32,0x420d5f26,0xbf3504e7,2
+np.float32,0xc20d5f26,0xbf3504e7,2
+np.float32,0x428d5f26,0xb60c0105,2
+np.float32,0xc28d5f26,0xb60c0105,2
+np.float32,0x430d5f26,0xbf800000,2
+np.float32,0xc30d5f26,0xbf800000,2
+np.float32,0x42108365,0xb512200d,2
+np.float32,0xc2108365,0xb512200d,2
+np.float32,0x42908365,0xbf800000,2
+np.float32,0xc2908365,0xbf800000,2
+np.float32,0x43108365,0x3f800000,2
+np.float32,0xc3108365,0x3f800000,2
+np.float32,0x4213a7a5,0x3f350507,2
+np.float32,0xc213a7a5,0x3f350507,2
+np.float32,0x4293a7a5,0x3661deee,2
+np.float32,0xc293a7a5,0x3661deee,2
+np.float32,0x4313a7a5,0xbf800000,2
+np.float32,0xc313a7a5,0xbf800000,2
+np.float32,0x4216cbe4,0x3f800000,2
+np.float32,0xc216cbe4,0x3f800000,2
+np.float32,0x4296cbe4,0x3f800000,2
+np.float32,0xc296cbe4,0x3f800000,2
+np.float32,0x4316cbe4,0x3f800000,2
+np.float32,0xc316cbe4,0x3f800000,2
+np.float32,0x4219f024,0x3f3504d8,2
+np.float32,0xc219f024,0x3f3504d8,2
+np.float32,0x4299f024,0xb69bde6c,2
+np.float32,0xc299f024,0xb69bde6c,2
+np.float32,0x4319f024,0xbf800000,2
+np.float32,0xc319f024,0xbf800000,2
+np.float32,0x421d1463,0xb5455799,2
+np.float32,0xc21d1463,0xb5455799,2
+np.float32,0x429d1463,0xbf800000,2
+np.float32,0xc29d1463,0xbf800000,2
+np.float32,0x431d1463,0x3f800000,2
+np.float32,0xc31d1463,0x3f800000,2
+np.float32,0x422038a3,0xbf350516,2
+np.float32,0xc22038a3,0xbf350516,2
+np.float32,0x42a038a3,0x36c6cd61,2
+np.float32,0xc2a038a3,0x36c6cd61,2
+np.float32,0x432038a3,0xbf800000,2
+np.float32,0xc32038a3,0xbf800000,2
+np.float32,0x42235ce2,0xbf800000,2
+np.float32,0xc2235ce2,0xbf800000,2
+np.float32,0x42a35ce2,0x3f800000,2
+np.float32,0xc2a35ce2,0x3f800000,2
+np.float32,0x43235ce2,0x3f800000,2
+np.float32,0xc3235ce2,0x3f800000,2
+np.float32,0x42268121,0xbf3504f6,2
+np.float32,0xc2268121,0xbf3504f6,2
+np.float32,0x42a68121,0x34e43aac,2
+np.float32,0xc2a68121,0x34e43aac,2
+np.float32,0x43268121,0xbf800000,2
+np.float32,0xc3268121,0xbf800000,2
+np.float32,0x4229a561,0x360733d0,2
+np.float32,0xc229a561,0x360733d0,2
+np.float32,0x42a9a561,0xbf800000,2
+np.float32,0xc2a9a561,0xbf800000,2
+np.float32,0x4329a561,0x3f800000,2
+np.float32,0xc329a561,0x3f800000,2
+np.float32,0x422cc9a0,0x3f3504f8,2
+np.float32,0xc22cc9a0,0x3f3504f8,2
+np.float32,0x42acc9a0,0x35655a50,2
+np.float32,0xc2acc9a0,0x35655a50,2
+np.float32,0x432cc9a0,0xbf800000,2
+np.float32,0xc32cc9a0,0xbf800000,2
+np.float32,0x422fede0,0x3f800000,2
+np.float32,0xc22fede0,0x3f800000,2
+np.float32,0x42afede0,0x3f800000,2
+np.float32,0xc2afede0,0x3f800000,2
+np.float32,0x432fede0,0x3f800000,2
+np.float32,0xc32fede0,0x3f800000,2
+np.float32,0x4233121f,0x3f3504e7,2
+np.float32,0xc233121f,0x3f3504e7,2
+np.float32,0x42b3121f,0xb60f347d,2
+np.float32,0xc2b3121f,0xb60f347d,2
+np.float32,0x4333121f,0xbf800000,2
+np.float32,0xc333121f,0xbf800000,2
+np.float32,0x4236365e,0x350bb91c,2
+np.float32,0xc236365e,0x350bb91c,2
+np.float32,0x42b6365e,0xbf800000,2
+np.float32,0xc2b6365e,0xbf800000,2
+np.float32,0x4336365e,0x3f800000,2
+np.float32,0xc336365e,0x3f800000,2
+np.float32,0x42395a9e,0xbf350507,2
+np.float32,0xc2395a9e,0xbf350507,2
+np.float32,0x42b95a9e,0x36651267,2
+np.float32,0xc2b95a9e,0x36651267,2
+np.float32,0x43395a9e,0xbf800000,2
+np.float32,0xc3395a9e,0xbf800000,2
+np.float32,0x423c7edd,0xbf800000,2
+np.float32,0xc23c7edd,0xbf800000,2
+np.float32,0x42bc7edd,0x3f800000,2
+np.float32,0xc2bc7edd,0x3f800000,2
+np.float32,0x433c7edd,0x3f800000,2
+np.float32,0xc33c7edd,0x3f800000,2
+np.float32,0x423fa31d,0xbf3504d7,2
+np.float32,0xc23fa31d,0xbf3504d7,2
+np.float32,0x42bfa31d,0xb69d7828,2
+np.float32,0xc2bfa31d,0xb69d7828,2
+np.float32,0x433fa31d,0xbf800000,2
+np.float32,0xc33fa31d,0xbf800000,2
+np.float32,0x4242c75c,0x354bbe8a,2
+np.float32,0xc242c75c,0x354bbe8a,2
+np.float32,0x42c2c75c,0xbf800000,2
+np.float32,0xc2c2c75c,0xbf800000,2
+np.float32,0x4342c75c,0x3f800000,2
+np.float32,0xc342c75c,0x3f800000,2
+np.float32,0x4245eb9c,0x3f350517,2
+np.float32,0xc245eb9c,0x3f350517,2
+np.float32,0x42c5eb9c,0x36c8671d,2
+np.float32,0xc2c5eb9c,0x36c8671d,2
+np.float32,0x4345eb9c,0xbf800000,2
+np.float32,0xc345eb9c,0xbf800000,2
+np.float32,0x42490fdb,0x3f800000,2
+np.float32,0xc2490fdb,0x3f800000,2
+np.float32,0x42c90fdb,0x3f800000,2
+np.float32,0xc2c90fdb,0x3f800000,2
+np.float32,0x43490fdb,0x3f800000,2
+np.float32,0xc3490fdb,0x3f800000,2
+np.float32,0x424c341a,0x3f3504f5,2
+np.float32,0xc24c341a,0x3f3504f5,2
+np.float32,0x42cc341a,0x34ca9ee6,2
+np.float32,0xc2cc341a,0x34ca9ee6,2
+np.float32,0x434c341a,0xbf800000,2
+np.float32,0xc34c341a,0xbf800000,2
+np.float32,0x424f585a,0xb608cd8c,2
+np.float32,0xc24f585a,0xb608cd8c,2
+np.float32,0x42cf585a,0xbf800000,2
+np.float32,0xc2cf585a,0xbf800000,2
+np.float32,0x434f585a,0x3f800000,2
+np.float32,0xc34f585a,0x3f800000,2
+np.float32,0x42527c99,0xbf3504f9,2
+np.float32,0xc2527c99,0xbf3504f9,2
+np.float32,0x42d27c99,0x35722833,2
+np.float32,0xc2d27c99,0x35722833,2
+np.float32,0x43527c99,0xbf800000,2
+np.float32,0xc3527c99,0xbf800000,2
+np.float32,0x4255a0d9,0xbf800000,2
+np.float32,0xc255a0d9,0xbf800000,2
+np.float32,0x42d5a0d9,0x3f800000,2
+np.float32,0xc2d5a0d9,0x3f800000,2
+np.float32,0x4355a0d9,0x3f800000,2
+np.float32,0xc355a0d9,0x3f800000,2
+np.float32,0x4258c518,0xbf3504e6,2
+np.float32,0xc258c518,0xbf3504e6,2
+np.float32,0x42d8c518,0xb61267f6,2
+np.float32,0xc2d8c518,0xb61267f6,2
+np.float32,0x4358c518,0xbf800000,2
+np.float32,0xc358c518,0xbf800000,2
+np.float32,0x425be958,0x365eab75,2
+np.float32,0xc25be958,0x365eab75,2
+np.float32,0x42dbe958,0xbf800000,2
+np.float32,0xc2dbe958,0xbf800000,2
+np.float32,0x435be958,0x3f800000,2
+np.float32,0xc35be958,0x3f800000,2
+np.float32,0x425f0d97,0x3f350508,2
+np.float32,0xc25f0d97,0x3f350508,2
+np.float32,0x42df0d97,0x366845e0,2
+np.float32,0xc2df0d97,0x366845e0,2
+np.float32,0x435f0d97,0xbf800000,2
+np.float32,0xc35f0d97,0xbf800000,2
+np.float32,0x426231d6,0x3f800000,2
+np.float32,0xc26231d6,0x3f800000,2
+np.float32,0x42e231d6,0x3f800000,2
+np.float32,0xc2e231d6,0x3f800000,2
+np.float32,0x436231d6,0x3f800000,2
+np.float32,0xc36231d6,0x3f800000,2
+np.float32,0x42655616,0x3f3504d7,2
+np.float32,0xc2655616,0x3f3504d7,2
+np.float32,0x42e55616,0xb69f11e5,2
+np.float32,0xc2e55616,0xb69f11e5,2
+np.float32,0x43655616,0xbf800000,2
+np.float32,0xc3655616,0xbf800000,2
+np.float32,0x42687a55,0xb552257b,2
+np.float32,0xc2687a55,0xb552257b,2
+np.float32,0x42e87a55,0xbf800000,2
+np.float32,0xc2e87a55,0xbf800000,2
+np.float32,0x43687a55,0x3f800000,2
+np.float32,0xc3687a55,0x3f800000,2
+np.float32,0x426b9e95,0xbf350517,2
+np.float32,0xc26b9e95,0xbf350517,2
+np.float32,0x42eb9e95,0x36ca00d9,2
+np.float32,0xc2eb9e95,0x36ca00d9,2
+np.float32,0x436b9e95,0xbf800000,2
+np.float32,0xc36b9e95,0xbf800000,2
+np.float32,0x426ec2d4,0xbf800000,2
+np.float32,0xc26ec2d4,0xbf800000,2
+np.float32,0x42eec2d4,0x3f800000,2
+np.float32,0xc2eec2d4,0x3f800000,2
+np.float32,0x436ec2d4,0x3f800000,2
+np.float32,0xc36ec2d4,0x3f800000,2
+np.float32,0x4271e713,0xbf3504f5,2
+np.float32,0xc271e713,0xbf3504f5,2
+np.float32,0x42f1e713,0x34b10321,2
+np.float32,0xc2f1e713,0x34b10321,2
+np.float32,0x4371e713,0xbf800000,2
+np.float32,0xc371e713,0xbf800000,2
+np.float32,0x42750b53,0x360a6748,2
+np.float32,0xc2750b53,0x360a6748,2
+np.float32,0x42f50b53,0xbf800000,2
+np.float32,0xc2f50b53,0xbf800000,2
+np.float32,0x43750b53,0x3f800000,2
+np.float32,0xc3750b53,0x3f800000,2
+np.float32,0x42782f92,0x3f3504f9,2
+np.float32,0xc2782f92,0x3f3504f9,2
+np.float32,0x42f82f92,0x357ef616,2
+np.float32,0xc2f82f92,0x357ef616,2
+np.float32,0x43782f92,0xbf800000,2
+np.float32,0xc3782f92,0xbf800000,2
+np.float32,0x427b53d2,0x3f800000,2
+np.float32,0xc27b53d2,0x3f800000,2
+np.float32,0x42fb53d2,0x3f800000,2
+np.float32,0xc2fb53d2,0x3f800000,2
+np.float32,0x437b53d2,0x3f800000,2
+np.float32,0xc37b53d2,0x3f800000,2
+np.float32,0x427e7811,0x3f3504e6,2
+np.float32,0xc27e7811,0x3f3504e6,2
+np.float32,0x42fe7811,0xb6159b6f,2
+np.float32,0xc2fe7811,0xb6159b6f,2
+np.float32,0x437e7811,0xbf800000,2
+np.float32,0xc37e7811,0xbf800000,2
+np.float32,0x4280ce28,0x34fdd672,2
+np.float32,0xc280ce28,0x34fdd672,2
+np.float32,0x4300ce28,0xbf800000,2
+np.float32,0xc300ce28,0xbf800000,2
+np.float32,0x4380ce28,0x3f800000,2
+np.float32,0xc380ce28,0x3f800000,2
+np.float32,0x42826048,0xbf350508,2
+np.float32,0xc2826048,0xbf350508,2
+np.float32,0x43026048,0x366b7958,2
+np.float32,0xc3026048,0x366b7958,2
+np.float32,0x43826048,0xbf800000,2
+np.float32,0xc3826048,0xbf800000,2
+np.float32,0x4283f268,0xbf800000,2
+np.float32,0xc283f268,0xbf800000,2
+np.float32,0x4303f268,0x3f800000,2
+np.float32,0xc303f268,0x3f800000,2
+np.float32,0x4383f268,0x3f800000,2
+np.float32,0xc383f268,0x3f800000,2
+np.float32,0x42858487,0xbf350504,2
+np.float32,0xc2858487,0xbf350504,2
+np.float32,0x43058487,0x363ea8be,2
+np.float32,0xc3058487,0x363ea8be,2
+np.float32,0x43858487,0xbf800000,2
+np.float32,0xc3858487,0xbf800000,2
+np.float32,0x428716a7,0x35588c6d,2
+np.float32,0xc28716a7,0x35588c6d,2
+np.float32,0x430716a7,0xbf800000,2
+np.float32,0xc30716a7,0xbf800000,2
+np.float32,0x438716a7,0x3f800000,2
+np.float32,0xc38716a7,0x3f800000,2
+np.float32,0x4288a8c7,0x3f350517,2
+np.float32,0xc288a8c7,0x3f350517,2
+np.float32,0x4308a8c7,0x36cb9a96,2
+np.float32,0xc308a8c7,0x36cb9a96,2
+np.float32,0x4388a8c7,0xbf800000,2
+np.float32,0xc388a8c7,0xbf800000,2
+np.float32,0x428a3ae7,0x3f800000,2
+np.float32,0xc28a3ae7,0x3f800000,2
+np.float32,0x430a3ae7,0x3f800000,2
+np.float32,0xc30a3ae7,0x3f800000,2
+np.float32,0x438a3ae7,0x3f800000,2
+np.float32,0xc38a3ae7,0x3f800000,2
+np.float32,0x428bcd06,0x3f3504f5,2
+np.float32,0xc28bcd06,0x3f3504f5,2
+np.float32,0x430bcd06,0x3497675b,2
+np.float32,0xc30bcd06,0x3497675b,2
+np.float32,0x438bcd06,0xbf800000,2
+np.float32,0xc38bcd06,0xbf800000,2
+np.float32,0x428d5f26,0xb60c0105,2
+np.float32,0xc28d5f26,0xb60c0105,2
+np.float32,0x430d5f26,0xbf800000,2
+np.float32,0xc30d5f26,0xbf800000,2
+np.float32,0x438d5f26,0x3f800000,2
+np.float32,0xc38d5f26,0x3f800000,2
+np.float32,0x428ef146,0xbf350526,2
+np.float32,0xc28ef146,0xbf350526,2
+np.float32,0x430ef146,0x3710bc40,2
+np.float32,0xc30ef146,0x3710bc40,2
+np.float32,0x438ef146,0xbf800000,2
+np.float32,0xc38ef146,0xbf800000,2
+np.float32,0x42908365,0xbf800000,2
+np.float32,0xc2908365,0xbf800000,2
+np.float32,0x43108365,0x3f800000,2
+np.float32,0xc3108365,0x3f800000,2
+np.float32,0x43908365,0x3f800000,2
+np.float32,0xc3908365,0x3f800000,2
+np.float32,0x42921585,0xbf3504e6,2
+np.float32,0xc2921585,0xbf3504e6,2
+np.float32,0x43121585,0xb618cee8,2
+np.float32,0xc3121585,0xb618cee8,2
+np.float32,0x43921585,0xbf800000,2
+np.float32,0xc3921585,0xbf800000,2
+np.float32,0x4293a7a5,0x3661deee,2
+np.float32,0xc293a7a5,0x3661deee,2
+np.float32,0x4313a7a5,0xbf800000,2
+np.float32,0xc313a7a5,0xbf800000,2
+np.float32,0x4393a7a5,0x3f800000,2
+np.float32,0xc393a7a5,0x3f800000,2
+np.float32,0x429539c5,0x3f350536,2
+np.float32,0xc29539c5,0x3f350536,2
+np.float32,0x431539c5,0x373bab34,2
+np.float32,0xc31539c5,0x373bab34,2
+np.float32,0x439539c5,0xbf800000,2
+np.float32,0xc39539c5,0xbf800000,2
+np.float32,0x4296cbe4,0x3f800000,2
+np.float32,0xc296cbe4,0x3f800000,2
+np.float32,0x4316cbe4,0x3f800000,2
+np.float32,0xc316cbe4,0x3f800000,2
+np.float32,0x4396cbe4,0x3f800000,2
+np.float32,0xc396cbe4,0x3f800000,2
+np.float32,0x42985e04,0x3f3504d7,2
+np.float32,0xc2985e04,0x3f3504d7,2
+np.float32,0x43185e04,0xb6a2455d,2
+np.float32,0xc3185e04,0xb6a2455d,2
+np.float32,0x43985e04,0xbf800000,2
+np.float32,0xc3985e04,0xbf800000,2
+np.float32,0x4299f024,0xb69bde6c,2
+np.float32,0xc299f024,0xb69bde6c,2
+np.float32,0x4319f024,0xbf800000,2
+np.float32,0xc319f024,0xbf800000,2
+np.float32,0x4399f024,0x3f800000,2
+np.float32,0xc399f024,0x3f800000,2
+np.float32,0x429b8243,0xbf3504ea,2
+np.float32,0xc29b8243,0xbf3504ea,2
+np.float32,0x431b8243,0xb5cb2eb8,2
+np.float32,0xc31b8243,0xb5cb2eb8,2
+np.float32,0x439b8243,0xbf800000,2
+np.float32,0xc39b8243,0xbf800000,2
+np.float32,0x435b2047,0x3f3504c1,2
+np.float32,0x42a038a2,0xb5e4ca7e,2
+np.float32,0x432038a2,0xbf800000,2
+np.float32,0x4345eb9b,0xbf800000,2
+np.float32,0x42c5eb9b,0xb5de638c,2
+np.float32,0x42eb9e94,0xb5d7fc9b,2
+np.float32,0x4350ea79,0x3631dadb,2
+np.float32,0x42dbe957,0xbf800000,2
+np.float32,0x425be957,0xb505522a,2
+np.float32,0x435be957,0x3f800000,2
+np.float32,0x46027eb2,0x3e7d94c9,2
+np.float32,0x4477baed,0xbe7f1824,2
+np.float32,0x454b8024,0x3e7f5268,2
+np.float32,0x455d2c09,0x3e7f40cb,2
+np.float32,0x4768d3de,0xba14b4af,2
+np.float32,0x46c1e7cd,0x3e7fb102,2
+np.float32,0x44a52949,0xbe7dc9d5,2
+np.float32,0x4454633a,0x3e7dbc7d,2
+np.float32,0x4689810b,0x3e7eb02b,2
+np.float32,0x473473cd,0xbe7eef6f,2
+np.float32,0x44a5193f,0x3e7e1b1f,2
+np.float32,0x46004b36,0x3e7dac59,2
+np.float32,0x467f604b,0x3d7ffd3a,2
+np.float32,0x45ea1805,0x3dffd2e0,2
+np.float32,0x457b6af3,0x3dff7831,2
+np.float32,0x44996159,0xbe7d85f4,2
+np.float32,0x47883553,0xbb80584e,2
+np.float32,0x44e19f0c,0xbdffcfe6,2
+np.float32,0x472b3bf6,0xbe7f7a82,2
+np.float32,0x4600bb4e,0x3a135e33,2
+np.float32,0x449f4556,0x3e7e42e5,2
+np.float32,0x474e9420,0x3dff77b2,2
+np.float32,0x45cbdb23,0x3dff7240,2
+np.float32,0x44222747,0x3dffb039,2
+np.float32,0x4772e419,0xbdff74b8,2
+np.float64,0x1,0x3ff0000000000000,1
+np.float64,0x8000000000000001,0x3ff0000000000000,1
+np.float64,0x10000000000000,0x3ff0000000000000,1
+np.float64,0x8010000000000000,0x3ff0000000000000,1
+np.float64,0x7fefffffffffffff,0xbfefffe62ecfab75,1
+np.float64,0xffefffffffffffff,0xbfefffe62ecfab75,1
+np.float64,0x7ff0000000000000,0xfff8000000000000,1
+np.float64,0xfff0000000000000,0xfff8000000000000,1
+np.float64,0x7ff8000000000000,0x7ff8000000000000,1
+np.float64,0x7ff4000000000000,0x7ffc000000000000,1
+np.float64,0xbfc28bd9dd2517b4,0x3fefaa28ba13a702,1
+np.float64,0x3fb673c62e2ce790,0x3fefe083847a717f,1
+np.float64,0xbfe3e1dac7e7c3b6,0x3fea0500ba099f3a,1
+np.float64,0xbfbe462caa3c8c58,0x3fefc6c8b9c1c87c,1
+np.float64,0xbfb9353576326a68,0x3fefd8513e50e6b1,1
+np.float64,0xbfc05e798520bcf4,0x3fefbd1ad81cf089,1
+np.float64,0xbfe3ca3be2e79478,0x3fea12b995ea6574,1
+np.float64,0xbfde875d46bd0eba,0x3fec6d888662a824,1
+np.float64,0x3fafc4e02c3f89c0,0x3feff03c34bffd69,1
+np.float64,0xbf98855848310ac0,0x3feffda6c1588bdb,1
+np.float64,0x3fe66c51186cd8a2,0x3fe875c61c630ecb,1
+np.float64,0xbfedff1c3b7bfe38,0x3fe2f0c8c9e8fa39,1
+np.float64,0x3fd6082267ac1044,0x3fee1f6023695050,1
+np.float64,0xbfe78449b06f0894,0x3fe7bda2b223850e,1
+np.float64,0x3feedb8e63fdb71c,0x3fe23d5dfd2dd33f,1
+np.float64,0xbfc0a9de3d2153bc,0x3fefbaadf5e5285e,1
+np.float64,0x3fc04c67432098d0,0x3fefbdae07b7de8d,1
+np.float64,0xbfeeef84c4fddf0a,0x3fe22cf37f309d88,1
+np.float64,0x3fc04bb025209760,0x3fefbdb3d7d34ecf,1
+np.float64,0x3fd6b84d48ad709c,0x3fee013403da6e2a,1
+np.float64,0x3fec1ae25d7835c4,0x3fe46e62195cf274,1
+np.float64,0xbfdc6fdf9bb8dfc0,0x3fece48dc78bbb2e,1
+np.float64,0x3fb4db2c9229b660,0x3fefe4d42f79bf49,1
+np.float64,0xbfc0ed698521dad4,0x3fefb8785ea658c9,1
+np.float64,0xbfee82772b7d04ee,0x3fe2864a80efe8e9,1
+np.float64,0x3fd575b664aaeb6c,0x3fee37c669a12879,1
+np.float64,0x3fe4afb1c5e95f64,0x3fe98b177194439c,1
+np.float64,0x3fd93962f9b272c4,0x3fed8bef61876294,1
+np.float64,0x3fd97ae025b2f5c0,0x3fed7f4cfbf4d300,1
+np.float64,0xbfd9afdb1bb35fb6,0x3fed74fdc44dabb1,1
+np.float64,0x3f8ae65e3035cc80,0x3fefff4b1a0ea62b,1
+np.float64,0xbfe7e58664efcb0d,0x3fe77c02a1cbb670,1
+np.float64,0x3fe5f68b37ebed16,0x3fe8c10f849a5d4d,1
+np.float64,0x3fd9137d61b226fc,0x3fed9330eb4815a1,1
+np.float64,0x3fc146d019228da0,0x3fefb57e2d4d52f8,1
+np.float64,0xbfda6036edb4c06e,0x3fed521b2b578679,1
+np.float64,0xbfe78ddfb0ef1bc0,0x3fe7b734319a77e4,1
+np.float64,0x3fe0877823610ef0,0x3febd33a993dd786,1
+np.float64,0x3fbc61af2e38c360,0x3fefcdb4f889756d,1
+np.float64,0x3fd4dcdca4a9b9b8,0x3fee50962ffea5ae,1
+np.float64,0xbfe03cb29f607965,0x3febf7dbf640a75a,1
+np.float64,0xbfc81de407303bc8,0x3fef6f066cef64bc,1
+np.float64,0x3fd8dea42db1bd48,0x3fed9d3e00dbe0b3,1
+np.float64,0x3feac75e94f58ebe,0x3fe56f1f47f97896,1
+np.float64,0x3fb3a1ea6e2743d0,0x3fefe7ec1247cdaa,1
+np.float64,0x3fd695c0f4ad2b80,0x3fee0730bd40883d,1
+np.float64,0xbfd2c631f5a58c64,0x3feea20cbd1105d7,1
+np.float64,0xbfe978a8e1f2f152,0x3fe663014d40ad7a,1
+np.float64,0x3fd8b6b76ab16d70,0x3feda4c879aacc19,1
+np.float64,0x3feaafd30e755fa6,0x3fe5809514c28453,1
+np.float64,0x3fe1e37dc263c6fc,0x3feb20f9ad1f3f5c,1
+np.float64,0x3fd0ec7c24a1d8f8,0x3feee34048f43b75,1
+np.float64,0xbfe3881cbf67103a,0x3fea38d7886e6f53,1
+np.float64,0xbfd7023957ae0472,0x3fedf4471c765a1c,1
+np.float64,0xbfebc51c4ef78a38,0x3fe4b01c424e297b,1
+np.float64,0xbfe20a93eae41528,0x3feb0c2aa321d2e0,1
+np.float64,0x3fef39be867e737e,0x3fe1efaba9164d27,1
+np.float64,0x3fe8ea9576f1d52a,0x3fe6c7a8826ce1be,1
+np.float64,0x3fea921d91f5243c,0x3fe5968c6cf78963,1
+np.float64,0x3fd7ee5d31afdcbc,0x3fedc9f19d43fe61,1
+np.float64,0xbfe3ed581767dab0,0x3fe9fe4ee2f2b1cd,1
+np.float64,0xbfc40923d5281248,0x3fef9bd8ee9f6e68,1
+np.float64,0x3fe411a834682350,0x3fe9e9103854f057,1
+np.float64,0xbfedf6ccdf7bed9a,0x3fe2f77ad6543246,1
+np.float64,0xbfe8788a44f0f114,0x3fe7172f3aa0c742,1
+np.float64,0xbfce728f173ce520,0x3fef1954083bea04,1
+np.float64,0xbfd64dd0acac9ba2,0x3fee138c3293c246,1
+np.float64,0xbfe00669f5600cd4,0x3fec121443945350,1
+np.float64,0xbfe7152ba2ee2a58,0x3fe8079465d09846,1
+np.float64,0x3fe8654d8f70ca9c,0x3fe7247c94f09596,1
+np.float64,0x3fea68045cf4d008,0x3fe5b58cfe81a243,1
+np.float64,0xbfcd4779073a8ef4,0x3fef2a9d78153fa5,1
+np.float64,0xbfdb4456e5b688ae,0x3fed23b11614203f,1
+np.float64,0x3fcb5d59cd36bab0,0x3fef45818216a515,1
+np.float64,0xbfd914ff5ab229fe,0x3fed92e73746fea8,1
+np.float64,0x3fe4d211db69a424,0x3fe97653f433d15f,1
+np.float64,0xbfdbbb9224b77724,0x3fed0adb593dde80,1
+np.float64,0x3fd424ceafa8499c,0x3fee6d9124795d33,1
+np.float64,0x3feb5968f976b2d2,0x3fe501d116efbf54,1
+np.float64,0x3fee7d92a2fcfb26,0x3fe28a479b6a9dcf,1
+np.float64,0x3fc308e9972611d0,0x3fefa595f4df0c89,1
+np.float64,0x3fda79cd77b4f39c,0x3fed4cf8e69ba1f8,1
+np.float64,0x3fcbcf42d5379e88,0x3fef3f6a6a77c187,1
+np.float64,0x3fe13a1da662743c,0x3feb79504faea888,1
+np.float64,0xbfee4435f07c886c,0x3fe2b8ea98d2fc29,1
+np.float64,0x3fd65d68ccacbad0,0x3fee10e1ac7ada89,1
+np.float64,0x3fef2f89bb7e5f14,0x3fe1f81e882cc3f4,1
+np.float64,0xbfef0a7769fe14ef,0x3fe216bf384fc646,1
+np.float64,0x3fc065277320ca50,0x3fefbce44835c193,1
+np.float64,0x3fe9c1a74d73834e,0x3fe62e9ee0c2f2bf,1
+np.float64,0x3fd9d96e5db3b2dc,0x3fed6cd88eb51f6a,1
+np.float64,0x3fe02bf1c56057e4,0x3febfffc24b5a7ba,1
+np.float64,0xbfd6814350ad0286,0x3fee0ab9ad318b84,1
+np.float64,0x3f9fcbec583f97c0,0x3feffc0d0f1d8e75,1
+np.float64,0x3fe23524e5e46a4a,0x3feaf55372949a06,1
+np.float64,0xbfbdc95f6a3b92c0,0x3fefc89c21d44995,1
+np.float64,0x3fe961bb9cf2c378,0x3fe6735d6e1cca58,1
+np.float64,0xbfe8f1c370f1e387,0x3fe6c29d1be8bee9,1
+np.float64,0x3fd880d43ab101a8,0x3fedaee3c7ccfc96,1
+np.float64,0xbfedb37005fb66e0,0x3fe32d91ef2e3bd3,1
+np.float64,0xfdce287bfb9c5,0x3ff0000000000000,1
+np.float64,0x9aa1b9e735437,0x3ff0000000000000,1
+np.float64,0x6beac6e0d7d59,0x3ff0000000000000,1
+np.float64,0x47457aae8e8b0,0x3ff0000000000000,1
+np.float64,0x35ff13b46bfe3,0x3ff0000000000000,1
+np.float64,0xb9c0c82b73819,0x3ff0000000000000,1
+np.float64,0x1a8dc21a351b9,0x3ff0000000000000,1
+np.float64,0x7e87ef6afd0ff,0x3ff0000000000000,1
+np.float64,0x620a6588c414d,0x3ff0000000000000,1
+np.float64,0x7f366000fe6e,0x3ff0000000000000,1
+np.float64,0x787e39f4f0fc8,0x3ff0000000000000,1
+np.float64,0xf5134f1fea26a,0x3ff0000000000000,1
+np.float64,0xbce700ef79ce0,0x3ff0000000000000,1
+np.float64,0x144d7cc8289b1,0x3ff0000000000000,1
+np.float64,0xb9fbc5b973f79,0x3ff0000000000000,1
+np.float64,0xc3d6292d87ac5,0x3ff0000000000000,1
+np.float64,0xc1084e618210a,0x3ff0000000000000,1
+np.float64,0xb6b9eca56d73e,0x3ff0000000000000,1
+np.float64,0xc7ac4b858f58a,0x3ff0000000000000,1
+np.float64,0x516d75d2a2daf,0x3ff0000000000000,1
+np.float64,0x9dc089d93b811,0x3ff0000000000000,1
+np.float64,0x7b5f2840f6be6,0x3ff0000000000000,1
+np.float64,0x121d3ce8243a9,0x3ff0000000000000,1
+np.float64,0xf0be0337e17c1,0x3ff0000000000000,1
+np.float64,0xff58a5cbfeb15,0x3ff0000000000000,1
+np.float64,0xdaf1d07fb5e3a,0x3ff0000000000000,1
+np.float64,0x61d95382c3b2b,0x3ff0000000000000,1
+np.float64,0xe4df943fc9bf3,0x3ff0000000000000,1
+np.float64,0xf72ac2bdee559,0x3ff0000000000000,1
+np.float64,0x12dafbf625b60,0x3ff0000000000000,1
+np.float64,0xee11d427dc23b,0x3ff0000000000000,1
+np.float64,0xf4f8eb37e9f1e,0x3ff0000000000000,1
+np.float64,0xad7cb5df5af97,0x3ff0000000000000,1
+np.float64,0x59fc9b06b3f94,0x3ff0000000000000,1
+np.float64,0x3c3e65e4787ce,0x3ff0000000000000,1
+np.float64,0xe37bc993c6f79,0x3ff0000000000000,1
+np.float64,0x13bd6330277ad,0x3ff0000000000000,1
+np.float64,0x56cc2800ad986,0x3ff0000000000000,1
+np.float64,0x6203b8fcc4078,0x3ff0000000000000,1
+np.float64,0x75c7c8b8eb8fa,0x3ff0000000000000,1
+np.float64,0x5ebf8e00bd7f2,0x3ff0000000000000,1
+np.float64,0xda81f2f1b503f,0x3ff0000000000000,1
+np.float64,0x6adb17d6d5b64,0x3ff0000000000000,1
+np.float64,0x1ba68eee374d3,0x3ff0000000000000,1
+np.float64,0xeecf6fbbdd9ee,0x3ff0000000000000,1
+np.float64,0x24d6dd8e49add,0x3ff0000000000000,1
+np.float64,0xdf7cb81bbef97,0x3ff0000000000000,1
+np.float64,0xafd7be1b5faf8,0x3ff0000000000000,1
+np.float64,0xdb90ca35b721a,0x3ff0000000000000,1
+np.float64,0xa72903a14e521,0x3ff0000000000000,1
+np.float64,0x14533ee028a7,0x3ff0000000000000,1
+np.float64,0x7951540cf2a2b,0x3ff0000000000000,1
+np.float64,0x22882be045106,0x3ff0000000000000,1
+np.float64,0x136270d626c4f,0x3ff0000000000000,1
+np.float64,0x6a0f5744d41ec,0x3ff0000000000000,1
+np.float64,0x21e0d1aa43c1b,0x3ff0000000000000,1
+np.float64,0xee544155dca88,0x3ff0000000000000,1
+np.float64,0xcbe8aac797d16,0x3ff0000000000000,1
+np.float64,0x6c065e80d80e,0x3ff0000000000000,1
+np.float64,0xe57f0411cafe1,0x3ff0000000000000,1
+np.float64,0xdec3a6bdbd875,0x3ff0000000000000,1
+np.float64,0xf4d23a0fe9a48,0x3ff0000000000000,1
+np.float64,0xda77ef47b4efe,0x3ff0000000000000,1
+np.float64,0x8c405c9b1880c,0x3ff0000000000000,1
+np.float64,0x4eced5149d9db,0x3ff0000000000000,1
+np.float64,0x16b6552c2d6cc,0x3ff0000000000000,1
+np.float64,0x6fbc262cdf785,0x3ff0000000000000,1
+np.float64,0x628c3844c5188,0x3ff0000000000000,1
+np.float64,0x6d827d2cdb050,0x3ff0000000000000,1
+np.float64,0xd1bfdf29a37fc,0x3ff0000000000000,1
+np.float64,0xd85400fdb0a80,0x3ff0000000000000,1
+np.float64,0xcc420b2d98842,0x3ff0000000000000,1
+np.float64,0xac41d21b5883b,0x3ff0000000000000,1
+np.float64,0x432f18d4865e4,0x3ff0000000000000,1
+np.float64,0xe7e89a1bcfd14,0x3ff0000000000000,1
+np.float64,0x9b1141d536228,0x3ff0000000000000,1
+np.float64,0x6805f662d00bf,0x3ff0000000000000,1
+np.float64,0xc76552358ecab,0x3ff0000000000000,1
+np.float64,0x4ae8ffee95d21,0x3ff0000000000000,1
+np.float64,0x4396c096872d9,0x3ff0000000000000,1
+np.float64,0x6e8e55d4dd1cb,0x3ff0000000000000,1
+np.float64,0x4c2e33dc985c7,0x3ff0000000000000,1
+np.float64,0xbce814a579d03,0x3ff0000000000000,1
+np.float64,0x911681b5222d0,0x3ff0000000000000,1
+np.float64,0x5f90a4b2bf215,0x3ff0000000000000,1
+np.float64,0x26f76be84deee,0x3ff0000000000000,1
+np.float64,0xb2f7536165eeb,0x3ff0000000000000,1
+np.float64,0x4de4e6089bc9d,0x3ff0000000000000,1
+np.float64,0xf2e016afe5c03,0x3ff0000000000000,1
+np.float64,0xb9b7b949736f7,0x3ff0000000000000,1
+np.float64,0x3363ea1866c7e,0x3ff0000000000000,1
+np.float64,0xd1a3bd6ba3478,0x3ff0000000000000,1
+np.float64,0xae89f3595d13f,0x3ff0000000000000,1
+np.float64,0xddbd9601bb7c,0x3ff0000000000000,1
+np.float64,0x5de41a06bbc84,0x3ff0000000000000,1
+np.float64,0xfd58c86dfab19,0x3ff0000000000000,1
+np.float64,0x24922e8c49247,0x3ff0000000000000,1
+np.float64,0xcda040339b408,0x3ff0000000000000,1
+np.float64,0x5fe500b2bfca1,0x3ff0000000000000,1
+np.float64,0x9214abb924296,0x3ff0000000000000,1
+np.float64,0x800609fe0a2c13fd,0x3ff0000000000000,1
+np.float64,0x800c7c6fe518f8e0,0x3ff0000000000000,1
+np.float64,0x800a1a9491b4352a,0x3ff0000000000000,1
+np.float64,0x800b45e0e8968bc2,0x3ff0000000000000,1
+np.float64,0x8008497e57d092fd,0x3ff0000000000000,1
+np.float64,0x800b9c0af0173816,0x3ff0000000000000,1
+np.float64,0x800194cccb43299a,0x3ff0000000000000,1
+np.float64,0x8001c91ef183923f,0x3ff0000000000000,1
+np.float64,0x800f25b5ccde4b6c,0x3ff0000000000000,1
+np.float64,0x800ce63ccc79cc7a,0x3ff0000000000000,1
+np.float64,0x800d8fb2e83b1f66,0x3ff0000000000000,1
+np.float64,0x80083cd06f7079a1,0x3ff0000000000000,1
+np.float64,0x800823598e9046b3,0x3ff0000000000000,1
+np.float64,0x8001c1319de38264,0x3ff0000000000000,1
+np.float64,0x800f2b68543e56d1,0x3ff0000000000000,1
+np.float64,0x80022a4f4364549f,0x3ff0000000000000,1
+np.float64,0x800f51badf7ea376,0x3ff0000000000000,1
+np.float64,0x8003fbf31e27f7e7,0x3ff0000000000000,1
+np.float64,0x800d4c00e2fa9802,0x3ff0000000000000,1
+np.float64,0x800023b974804774,0x3ff0000000000000,1
+np.float64,0x800860778990c0ef,0x3ff0000000000000,1
+np.float64,0x800a15c241542b85,0x3ff0000000000000,1
+np.float64,0x8003097d9dc612fc,0x3ff0000000000000,1
+np.float64,0x800d77d8541aefb1,0x3ff0000000000000,1
+np.float64,0x80093804ab52700a,0x3ff0000000000000,1
+np.float64,0x800d2b3bfd7a5678,0x3ff0000000000000,1
+np.float64,0x800da24bcd5b4498,0x3ff0000000000000,1
+np.float64,0x8006eee1c28dddc4,0x3ff0000000000000,1
+np.float64,0x80005137fa40a271,0x3ff0000000000000,1
+np.float64,0x8007a3fbc22f47f8,0x3ff0000000000000,1
+np.float64,0x800dcd97071b9b2e,0x3ff0000000000000,1
+np.float64,0x80065b36048cb66d,0x3ff0000000000000,1
+np.float64,0x8004206ba72840d8,0x3ff0000000000000,1
+np.float64,0x8007e82b98cfd058,0x3ff0000000000000,1
+np.float64,0x8001a116ed23422f,0x3ff0000000000000,1
+np.float64,0x800c69e9ff18d3d4,0x3ff0000000000000,1
+np.float64,0x8003843688e7086e,0x3ff0000000000000,1
+np.float64,0x800335e3b8866bc8,0x3ff0000000000000,1
+np.float64,0x800e3308f0bc6612,0x3ff0000000000000,1
+np.float64,0x8002a9ec55c553d9,0x3ff0000000000000,1
+np.float64,0x80001c2084e03842,0x3ff0000000000000,1
+np.float64,0x800bc2bbd8d78578,0x3ff0000000000000,1
+np.float64,0x800ae6bcc555cd7a,0x3ff0000000000000,1
+np.float64,0x80083f7a13907ef5,0x3ff0000000000000,1
+np.float64,0x800d83ed76db07db,0x3ff0000000000000,1
+np.float64,0x800a12251974244b,0x3ff0000000000000,1
+np.float64,0x800a69c95714d393,0x3ff0000000000000,1
+np.float64,0x800cd5a85639ab51,0x3ff0000000000000,1
+np.float64,0x800e0e1837bc1c31,0x3ff0000000000000,1
+np.float64,0x8007b5ca39ef6b95,0x3ff0000000000000,1
+np.float64,0x800cf961cad9f2c4,0x3ff0000000000000,1
+np.float64,0x80066e8fc14cdd20,0x3ff0000000000000,1
+np.float64,0x8001cb8c7b43971a,0x3ff0000000000000,1
+np.float64,0x800002df68a005c0,0x3ff0000000000000,1
+np.float64,0x8003e6681567ccd1,0x3ff0000000000000,1
+np.float64,0x800b039126b60723,0x3ff0000000000000,1
+np.float64,0x800d2e1b663a5c37,0x3ff0000000000000,1
+np.float64,0x800188b3e2a31169,0x3ff0000000000000,1
+np.float64,0x8001f272e943e4e7,0x3ff0000000000000,1
+np.float64,0x800d7f53607afea7,0x3ff0000000000000,1
+np.float64,0x80092cafa4f25960,0x3ff0000000000000,1
+np.float64,0x800fc009f07f8014,0x3ff0000000000000,1
+np.float64,0x8003da896507b514,0x3ff0000000000000,1
+np.float64,0x800d4d1b4c3a9a37,0x3ff0000000000000,1
+np.float64,0x8007a835894f506c,0x3ff0000000000000,1
+np.float64,0x80057ba0522af741,0x3ff0000000000000,1
+np.float64,0x8009b7054b336e0b,0x3ff0000000000000,1
+np.float64,0x800b2c6c125658d9,0x3ff0000000000000,1
+np.float64,0x8008b1840ad16308,0x3ff0000000000000,1
+np.float64,0x8007ea0e3befd41d,0x3ff0000000000000,1
+np.float64,0x800dd658683bacb1,0x3ff0000000000000,1
+np.float64,0x8008cda48fd19b49,0x3ff0000000000000,1
+np.float64,0x8003acca14c75995,0x3ff0000000000000,1
+np.float64,0x8008bd152d717a2b,0x3ff0000000000000,1
+np.float64,0x80010d1ea3621a3e,0x3ff0000000000000,1
+np.float64,0x800130b78b826170,0x3ff0000000000000,1
+np.float64,0x8002cf3a46e59e75,0x3ff0000000000000,1
+np.float64,0x800b76e7fa76edd0,0x3ff0000000000000,1
+np.float64,0x800e065fe1dc0cc0,0x3ff0000000000000,1
+np.float64,0x8000dd527ea1baa6,0x3ff0000000000000,1
+np.float64,0x80032cb234665965,0x3ff0000000000000,1
+np.float64,0x800affc1acb5ff84,0x3ff0000000000000,1
+np.float64,0x80074be23fee97c5,0x3ff0000000000000,1
+np.float64,0x8004f83eafc9f07e,0x3ff0000000000000,1
+np.float64,0x800b02a115560543,0x3ff0000000000000,1
+np.float64,0x800b324a55766495,0x3ff0000000000000,1
+np.float64,0x800ffbcfd69ff7a0,0x3ff0000000000000,1
+np.float64,0x800830bc7b906179,0x3ff0000000000000,1
+np.float64,0x800cbafe383975fd,0x3ff0000000000000,1
+np.float64,0x8001ee42bfe3dc86,0x3ff0000000000000,1
+np.float64,0x8005b00fdc0b6020,0x3ff0000000000000,1
+np.float64,0x8005e7addd0bcf5c,0x3ff0000000000000,1
+np.float64,0x8001ae4cb0635c9a,0x3ff0000000000000,1
+np.float64,0x80098a9941131533,0x3ff0000000000000,1
+np.float64,0x800334c929466993,0x3ff0000000000000,1
+np.float64,0x8009568239d2ad05,0x3ff0000000000000,1
+np.float64,0x800f0639935e0c73,0x3ff0000000000000,1
+np.float64,0x800cebce7499d79d,0x3ff0000000000000,1
+np.float64,0x800482ee4c2905dd,0x3ff0000000000000,1
+np.float64,0x8007b7bd9e2f6f7c,0x3ff0000000000000,1
+np.float64,0x3fe654469f2ca88d,0x3fe8853f6c01ffb3,1
+np.float64,0x3feb4d7297369ae5,0x3fe50ad5bb621408,1
+np.float64,0x3feef53ba43dea77,0x3fe2283f356f8658,1
+np.float64,0x3fddf564eabbeaca,0x3fec8ec0e0dead9c,1
+np.float64,0x3fd3a69078274d21,0x3fee80e05c320000,1
+np.float64,0x3fecdafe5d39b5fd,0x3fe3d91a5d440fd9,1
+np.float64,0x3fd93286bc32650d,0x3fed8d40696cd10e,1
+np.float64,0x3fc0d34eb821a69d,0x3fefb954023d4284,1
+np.float64,0x3fc7b4b9a02f6973,0x3fef73e8739787ce,1
+np.float64,0x3fe08c839a611907,0x3febd0bc6f5641cd,1
+np.float64,0x3fb3d1758627a2eb,0x3fefe776f6183f96,1
+np.float64,0x3fef93c9ff3f2794,0x3fe1a4d2f622627d,1
+np.float64,0x3fea8d0041351a01,0x3fe59a52a1c78c9e,1
+np.float64,0x3fe3e26a30e7c4d4,0x3fea04ad3e0bbf8d,1
+np.float64,0x3fe5a34c9f6b4699,0x3fe8f57c5ccd1eab,1
+np.float64,0x3fc21ef859243df1,0x3fefae0b68a3a2e7,1
+np.float64,0x3fed7dd585fafbab,0x3fe35860041e5b0d,1
+np.float64,0x3fe5abacf22b575a,0x3fe8f03d8b6ef0f2,1
+np.float64,0x3fe426451f284c8a,0x3fe9dcf21f13205b,1
+np.float64,0x3fc01f6456203ec9,0x3fefbf19e2a8e522,1
+np.float64,0x3fe1cf2772239e4f,0x3feb2bbd645c7697,1
+np.float64,0x3fd18c4ace231896,0x3feecdfdd086c110,1
+np.float64,0x3fe8387d5b7070fb,0x3fe74358f2ec4910,1
+np.float64,0x3fdce51c2239ca38,0x3feccb2ae5459632,1
+np.float64,0x3fe5b0f2e4eb61e6,0x3fe8ecef4dbe4277,1
+np.float64,0x3fe1ceeb08a39dd6,0x3feb2bdd4dcfb3df,1
+np.float64,0x3febc5899d778b13,0x3fe4afc8dd8ad228,1
+np.float64,0x3fe7a47fbe2f48ff,0x3fe7a7fd9b352ea5,1
+np.float64,0x3fe7f74e1fafee9c,0x3fe76feb2755b247,1
+np.float64,0x3fe2bfad04e57f5a,0x3feaa9b46adddaeb,1
+np.float64,0x3fd06a090320d412,0x3feef40c334f8fba,1
+np.float64,0x3fdc97297d392e53,0x3fecdc16a3e22fcb,1
+np.float64,0x3fdc1a3f3838347e,0x3fecf6db2769d404,1
+np.float64,0x3fcca90096395201,0x3fef338156fcd218,1
+np.float64,0x3fed464733fa8c8e,0x3fe38483f0465d91,1
+np.float64,0x3fe7e067d82fc0d0,0x3fe77f7c8c9de896,1
+np.float64,0x3fc014fa0b2029f4,0x3fefbf6d84c933f8,1
+np.float64,0x3fd3bf1524277e2a,0x3fee7d2997b74dec,1
+np.float64,0x3fec153b86782a77,0x3fe472bb5497bb2a,1
+np.float64,0x3fd3e4d9d5a7c9b4,0x3fee776842691902,1
+np.float64,0x3fea6c0e2c74d81c,0x3fe5b2954cb458d9,1
+np.float64,0x3fee8f6a373d1ed4,0x3fe27bb9e348125b,1
+np.float64,0x3fd30c6dd42618dc,0x3fee97d2cab2b0bc,1
+np.float64,0x3fe4f90e6d69f21d,0x3fe95ea3dd4007f2,1
+np.float64,0x3fe271d467e4e3a9,0x3fead470d6d4008b,1
+np.float64,0x3fef2983897e5307,0x3fe1fd1a4debe33b,1
+np.float64,0x3fe980cc83b30199,0x3fe65d2fb8a0eb46,1
+np.float64,0x3fdfdf53db3fbea8,0x3fec1cf95b2a1cc7,1
+np.float64,0x3fe4d5307ba9aa61,0x3fe974701b4156cb,1
+np.float64,0x3fdb4e2345b69c47,0x3fed21aa6c146512,1
+np.float64,0x3fe3f7830327ef06,0x3fe9f85f6c88c2a8,1
+np.float64,0x3fca915fb63522bf,0x3fef502b73a52ecf,1
+np.float64,0x3fe66d3709ecda6e,0x3fe87531d7372d7a,1
+np.float64,0x3fd86000bcb0c001,0x3fedb5018dd684ca,1
+np.float64,0x3fe516e5feea2dcc,0x3fe94c68b111404e,1
+np.float64,0x3fd83c53dd3078a8,0x3fedbb9e5dd9e165,1
+np.float64,0x3fedfeeb673bfdd7,0x3fe2f0f0253c5d5d,1
+np.float64,0x3fe0dc6f9c21b8df,0x3feba8e2452410c2,1
+np.float64,0x3fbe154d643c2a9b,0x3fefc780a9357457,1
+np.float64,0x3fe5f63986abec73,0x3fe8c1434951a40a,1
+np.float64,0x3fbce0e50839c1ca,0x3fefcbeeaa27de75,1
+np.float64,0x3fd7ef5c5c2fdeb9,0x3fedc9c3022495b3,1
+np.float64,0x3fc1073914220e72,0x3fefb79de80fc0fd,1
+np.float64,0x3fe1a93c3d235278,0x3feb3fb21f86ac67,1
+np.float64,0x3fe321ee53e643dd,0x3fea72e2999f1e22,1
+np.float64,0x3fa881578c3102af,0x3feff69e6e51e0d6,1
+np.float64,0x3fd313482a262690,0x3fee96d161199495,1
+np.float64,0x3fe7272cd6ae4e5a,0x3fe7fbacbd0d8f43,1
+np.float64,0x3fd6cf4015ad9e80,0x3fedfd3513d544b8,1
+np.float64,0x3fc67b7e6d2cf6fd,0x3fef81f5c16923a4,1
+np.float64,0x3fa1999c14233338,0x3feffb2913a14184,1
+np.float64,0x3fc74eb8dd2e9d72,0x3fef78909a138e3c,1
+np.float64,0x3fc0b9274921724f,0x3fefba2ebd5f3e1c,1
+np.float64,0x3fd53fa156aa7f43,0x3fee40a18e952e88,1
+np.float64,0x3feaccbca4b59979,0x3fe56b22b33eb713,1
+np.float64,0x3fe6a01e3a2d403c,0x3fe8543fbd820ecc,1
+np.float64,0x3fd392a869a72551,0x3fee83e0ffe0e8de,1
+np.float64,0x3fe44d8928689b12,0x3fe9c5bf3c8fffdb,1
+np.float64,0x3fca3f209f347e41,0x3fef5461b6fa0924,1
+np.float64,0x3fee9e84b07d3d09,0x3fe26f638f733549,1
+np.float64,0x3faf49acb03e9359,0x3feff0b583cd8c48,1
+np.float64,0x3fea874b2af50e96,0x3fe59e882fa6febf,1
+np.float64,0x3fc50b72772a16e5,0x3fef918777dc41be,1
+np.float64,0x3fe861d1d4f0c3a4,0x3fe726e44d9d42c2,1
+np.float64,0x3fcadd2e2535ba5c,0x3fef4c3e2b56da38,1
+np.float64,0x3fea59c29cb4b385,0x3fe5c0043e586439,1
+np.float64,0x3fc1ffef0d23ffde,0x3fefaf22be452d13,1
+np.float64,0x3fc2d8dbc125b1b8,0x3fefa75b646d8e4e,1
+np.float64,0x3fd66c6471acd8c9,0x3fee0e5038b895c0,1
+np.float64,0x3fd0854adfa10a96,0x3feef0945bcc5c99,1
+np.float64,0x3feaac7076f558e1,0x3fe58316c23a82ad,1
+np.float64,0x3fdda49db3bb493b,0x3feca0e347c0ad6f,1
+np.float64,0x3fe43a539de874a7,0x3fe9d11d722d4822,1
+np.float64,0x3feeee3ebbfddc7d,0x3fe22dffd251e9af,1
+np.float64,0x3f8ee2c5b03dc58b,0x3fefff11855a7b6c,1
+np.float64,0x3fcd7107c63ae210,0x3fef2840bb55ca52,1
+np.float64,0x3f8d950d203b2a1a,0x3fefff253a08e40e,1
+np.float64,0x3fd40a5e57a814bd,0x3fee71a633c761fc,1
+np.float64,0x3fee836ec83d06de,0x3fe28580975be2fd,1
+np.float64,0x3fd7bbe87f2f77d1,0x3fedd31f661890cc,1
+np.float64,0xbfe05bf138a0b7e2,0x3febe8a000d96e47,1
+np.float64,0xbf88bddd90317bc0,0x3fefff66f6e2ff26,1
+np.float64,0xbfdc9cbb12393976,0x3fecdae2982335db,1
+np.float64,0xbfd85b4eccb0b69e,0x3fedb5e0dd87f702,1
+np.float64,0xbfe5c326cb2b864e,0x3fe8e180f525fa12,1
+np.float64,0xbfe381a0e4a70342,0x3fea3c8e5e3ab78e,1
+np.float64,0xbfe58d892c2b1b12,0x3fe9031551617aed,1
+np.float64,0xbfd7f3a52cafe74a,0x3fedc8fa97edd080,1
+np.float64,0xbfef3417bc7e682f,0x3fe1f45989f6a009,1
+np.float64,0xbfddfb8208bbf704,0x3fec8d5fa9970773,1
+np.float64,0xbfdab69bcc356d38,0x3fed40b2f6c347c6,1
+np.float64,0xbfed3f7cf17a7efa,0x3fe389e4ff4d9235,1
+np.float64,0xbfe47675d9a8ecec,0x3fe9ad6829a69e94,1
+np.float64,0xbfd030e2902061c6,0x3feefb3f811e024f,1
+np.float64,0xbfc376ac7226ed58,0x3fefa1798712b37e,1
+np.float64,0xbfdb7e54a0b6fcaa,0x3fed17a974c4bc28,1
+np.float64,0xbfdb7d5d5736faba,0x3fed17dcf31a8d84,1
+np.float64,0xbf876bd6502ed7c0,0x3fefff76dce6232c,1
+np.float64,0xbfd211e6c02423ce,0x3feebba41f0a1764,1
+np.float64,0xbfb443e3962887c8,0x3fefe658953629d4,1
+np.float64,0xbfe81b09e9b03614,0x3fe757882e4fdbae,1
+np.float64,0xbfdcb905d2b9720c,0x3fecd4c22cfe84e5,1
+np.float64,0xbfe3b62d99276c5b,0x3fea1e5520b3098d,1
+np.float64,0xbfbf05b25c3e0b68,0x3fefc3ecc04bca8e,1
+np.float64,0xbfdedc885b3db910,0x3fec59e22feb49f3,1
+np.float64,0xbfe33aa282667545,0x3fea64f2d55ec471,1
+np.float64,0xbfec84745a3908e9,0x3fe41cb3214e7044,1
+np.float64,0xbfddefdff1bbdfc0,0x3fec8fff88d4d0ec,1
+np.float64,0xbfd26ae6aca4d5ce,0x3feeaf208c7fedf6,1
+np.float64,0xbfee010591fc020b,0x3fe2ef3e57211a5e,1
+np.float64,0xbfb8cfddca319fb8,0x3fefd98d8f7918ed,1
+np.float64,0xbfe991648f3322c9,0x3fe6514e54670bae,1
+np.float64,0xbfee63fd087cc7fa,0x3fe29f1bfa3297cc,1
+np.float64,0xbfe1685942a2d0b2,0x3feb617f5f839eee,1
+np.float64,0xbfc6fc2fd62df860,0x3fef7c4698fd58cf,1
+np.float64,0xbfe42723d3a84e48,0x3fe9dc6ef7243e90,1
+np.float64,0xbfc3a7e89d274fd0,0x3fef9f99e3314e77,1
+np.float64,0xbfeb4c9521f6992a,0x3fe50b7c919bc6d8,1
+np.float64,0xbf707b34e020f680,0x3fefffef05e30264,1
+np.float64,0xbfc078478e20f090,0x3fefbc479305d5aa,1
+np.float64,0xbfd494ac4ca92958,0x3fee5c11f1cd8269,1
+np.float64,0xbfdaf888a035f112,0x3fed3346ae600469,1
+np.float64,0xbfa5d8ed502bb1e0,0x3feff88b0f262609,1
+np.float64,0xbfeec0cbfffd8198,0x3fe253543b2371cb,1
+np.float64,0xbfe594b5986b296b,0x3fe8fe9b39fb3940,1
+np.float64,0xbfc8ece7c631d9d0,0x3fef652bd0611ac7,1
+np.float64,0xbfd8ffeca0b1ffda,0x3fed96ebdf9b65cb,1
+np.float64,0xbfba9b221e353648,0x3fefd3cc21e2f15c,1
+np.float64,0xbfca63a52c34c74c,0x3fef52848eb9ed3b,1
+np.float64,0xbfe588e9b06b11d4,0x3fe905f7403e8881,1
+np.float64,0xbfc76f82db2edf04,0x3fef77138fe9bbc2,1
+np.float64,0xbfeeb3f334bd67e6,0x3fe25ddadb1096d6,1
+np.float64,0xbfbf2b64ce3e56c8,0x3fefc35a9555f6df,1
+np.float64,0xbfe9920e4ff3241c,0x3fe650d4ab8f5c42,1
+np.float64,0xbfb4a54c02294a98,0x3fefe55fc85ae5e9,1
+np.float64,0xbfe353b0c766a762,0x3fea56c02d17e4b7,1
+np.float64,0xbfd99961a4b332c4,0x3fed795fcd00dbf9,1
+np.float64,0xbfef191ddabe323c,0x3fe20aa79524f636,1
+np.float64,0xbfb25d060224ba10,0x3fefeaeee5cc8c0b,1
+np.float64,0xbfe6022428ec0448,0x3fe8b9b46e776194,1
+np.float64,0xbfed1a236cba3447,0x3fe3a76bee0d9861,1
+np.float64,0xbfc59671e72b2ce4,0x3fef8bc4daef6f14,1
+np.float64,0xbfdf2711703e4e22,0x3fec4886a8c9ceb5,1
+np.float64,0xbfeb7e207536fc41,0x3fe4e610c783f168,1
+np.float64,0xbfe6cdf5bcad9bec,0x3fe8365f8a59bc81,1
+np.float64,0xbfe55294adaaa52a,0x3fe927b0af5ccd09,1
+np.float64,0xbfdf4a88913e9512,0x3fec4036df58ba74,1
+np.float64,0xbfebb7efe4376fe0,0x3fe4ba276006992d,1
+np.float64,0xbfe09f29cfa13e54,0x3febc77f4f9c95e7,1
+np.float64,0xbfdf8c75653f18ea,0x3fec30ac924e4f46,1
+np.float64,0xbfefd601c7ffac04,0x3fe16d6f21bcb9c1,1
+np.float64,0xbfeae97ff5f5d300,0x3fe555bb5b87efe9,1
+np.float64,0xbfed427f02fa84fe,0x3fe387830db093bc,1
+np.float64,0xbfa33909cc267210,0x3feffa3a1bcb50dd,1
+np.float64,0xbfe9aa4bf5f35498,0x3fe63f6e98f6aa0f,1
+np.float64,0xbfe2d7349b25ae69,0x3fea9caa7c331e7e,1
+np.float64,0xbfcdbb2a3a3b7654,0x3fef2401c9659e4b,1
+np.float64,0xbfc8a90919315214,0x3fef686fe7fc0513,1
+np.float64,0xbfe62a98df2c5532,0x3fe89ff22a02cc6b,1
+np.float64,0xbfdc0f67b3b81ed0,0x3fecf928b637798f,1
+np.float64,0xbfebb32bf6f76658,0x3fe4bdc893c09698,1
+np.float64,0xbfec067996380cf3,0x3fe47e132741db97,1
+np.float64,0xbfd9774e1d32ee9c,0x3fed7ffe1e87c434,1
+np.float64,0xbfef989890bf3131,0x3fe1a0d025c80cf4,1
+np.float64,0xbfe59887e62b3110,0x3fe8fc382a3d4197,1
+np.float64,0xbfdea0a11e3d4142,0x3fec67b987e236ec,1
+np.float64,0xbfe2ec495825d892,0x3fea90efb231602d,1
+np.float64,0xbfb329c5c2265388,0x3fefe90f1b8209c3,1
+np.float64,0xbfdcd2dcd339a5ba,0x3feccf24c60b1478,1
+np.float64,0xbfe537ea18aa6fd4,0x3fe938237e217fe0,1
+np.float64,0xbfe8675ce170ceba,0x3fe723105925ce3a,1
+np.float64,0xbfd70723acae0e48,0x3fedf369ac070e65,1
+np.float64,0xbfea9d8692b53b0d,0x3fe58e1ee42e3fdb,1
+np.float64,0xbfcfeb96653fd72c,0x3fef029770033bdc,1
+np.float64,0xbfcc06c92d380d94,0x3fef3c69797d9b0a,1
+np.float64,0xbfe16b7c4f62d6f8,0x3feb5fdf9f0a9a07,1
+np.float64,0xbfed4d7a473a9af4,0x3fe37ecee27b1eb7,1
+np.float64,0xbfe6a6f6942d4ded,0x3fe84fccdf762b19,1
+np.float64,0xbfda46d867348db0,0x3fed572d928fa657,1
+np.float64,0xbfdbd9482db7b290,0x3fed049b5f907b52,1
+np.float64,0x7fe992ceb933259c,0xbfeb15af92aad70e,1
+np.float64,0x7fe3069204a60d23,0xbfe5eeff454240e9,1
+np.float64,0x7fe729dbf32e53b7,0xbfefe0528a330e4c,1
+np.float64,0x7fec504fb638a09e,0x3fd288e95dbedf65,1
+np.float64,0x7fe1d30167a3a602,0xbfeffc41f946fd02,1
+np.float64,0x7fed7f8ffd3aff1f,0x3fefe68ec604a19d,1
+np.float64,0x7fd2f23635a5e46b,0x3fea63032efbb447,1
+np.float64,0x7fd4c86db1a990da,0x3fdf6b9f7888db5d,1
+np.float64,0x7fe7554db6eeaa9a,0x3fe1b41476861bb0,1
+np.float64,0x7fe34e823ba69d03,0x3fefc435532e6294,1
+np.float64,0x7fec5c82fef8b905,0x3fef8f0c6473034f,1
+np.float64,0x7feba221bff74442,0xbfea95b81eb19b47,1
+np.float64,0x7fe74808a5ae9010,0xbfd3aa322917c3e5,1
+np.float64,0x7fdf41b7e0be836f,0x3fd14283c7147282,1
+np.float64,0x7fec09892f381311,0x3fe5240376ae484b,1
+np.float64,0x7faaf80bf435f017,0x3fe20227fa811423,1
+np.float64,0x7f8422d8402845b0,0x3fe911714593b8a0,1
+np.float64,0x7fd23a7fada474fe,0x3feff9f40aa37e9c,1
+np.float64,0x7fef4a4806fe948f,0x3fec6eca89cb4a62,1
+np.float64,0x7fe1e71cf763ce39,0xbfea6ac63f9ba457,1
+np.float64,0x7fe3e555be27caaa,0xbfe75b305d0dbbfd,1
+np.float64,0x7fcb8bac96371758,0xbfe8b126077f9d4c,1
+np.float64,0x7fc98e2c84331c58,0x3fef9092eb0bc85a,1
+np.float64,0x7fe947cf2b728f9d,0xbfebfff2c5b7d198,1
+np.float64,0x7feee8058c3dd00a,0xbfef21ebaae2eb17,1
+np.float64,0x7fef61d8d5bec3b1,0xbfdf1a032fb1c864,1
+np.float64,0x7fcf714b6f3ee296,0x3fe6fc89a8084098,1
+np.float64,0x7fa9a8b44c335168,0xbfeb16c149cea943,1
+np.float64,0x7fd175c482a2eb88,0xbfef64d341e73f88,1
+np.float64,0x7feab8e6a87571cc,0x3feb10069c397464,1
+np.float64,0x7fe3ade72de75bcd,0x3fd1753e333d5790,1
+np.float64,0x7fb26d87d224db0f,0xbfe753d36b18f4ca,1
+np.float64,0x7fdb7ef159b6fde2,0x3fe5c0a6044d3607,1
+np.float64,0x7fd5af86422b5f0c,0x3fe77193c95f6484,1
+np.float64,0x7fee9e00b07d3c00,0x3fe864d494596845,1
+np.float64,0x7fef927a147f24f3,0xbfe673b14715693d,1
+np.float64,0x7fd0aea63c215d4b,0xbfeff435f119fce9,1
+np.float64,0x7fd02e3796a05c6e,0x3fe4f7e3706e9a3d,1
+np.float64,0x7fd3ed61da27dac3,0xbfefef2f057f168c,1
+np.float64,0x7fefaca0d4ff5941,0x3fd3e8ad205cd4ab,1
+np.float64,0x7feb659e06f6cb3b,0x3fd64d803203e027,1
+np.float64,0x7fc94ccfaf32999e,0x3fee04922209369a,1
+np.float64,0x7feb4ec294f69d84,0xbfd102763a056c89,1
+np.float64,0x7fe2ada6ac655b4c,0x3fef4f6792aa6093,1
+np.float64,0x7fe5f40fdc2be81f,0xbfb4a6327186eee8,1
+np.float64,0x7fe7584bc3eeb097,0xbfd685b8ff94651d,1
+np.float64,0x7fe45d276be8ba4e,0x3fee53b13f7e442f,1
+np.float64,0x7fe6449b3d6c8935,0xbfe7e08bafa75251,1
+np.float64,0x7f8d62e6b03ac5cc,0x3fe73d30762f38fd,1
+np.float64,0x7fe3a76f72a74ede,0xbfeb48a28bc60968,1
+np.float64,0x7fd057706920aee0,0x3fdece8fa06f626c,1
+np.float64,0x7fe45ae158e8b5c2,0x3fe7a70f47b4d349,1
+np.float64,0x7fea8a5a983514b4,0x3fefb053d5f9ddd7,1
+np.float64,0x7fdd1e86ab3a3d0c,0x3fe3cded1b93816b,1
+np.float64,0x7fdb456108b68ac1,0xbfe37574c0b9bf8f,1
+np.float64,0x7fe972602432e4bf,0x3fef9a26e65ec01c,1
+np.float64,0x7fdbe2385637c470,0x3fed541df57969e1,1
+np.float64,0x7fe57f03602afe06,0x3fbd90f595cbbd94,1
+np.float64,0x7feb0ceb68f619d6,0xbfeae9cb8ee5261f,1
+np.float64,0x7fe6abfe6c6d57fc,0xbfef40a6edaca26f,1
+np.float64,0x7fe037ea08606fd3,0xbfda817d75858597,1
+np.float64,0x7fdd75a52dbaeb49,0x3feef2a0d91d6aa1,1
+np.float64,0x7fe8f9af66b1f35e,0xbfedfceef2a3bfc9,1
+np.float64,0x7fedf762b53beec4,0x3fd8b4f21ef69ee3,1
+np.float64,0x7fe99295b7f3252a,0x3feffc24d970383e,1
+np.float64,0x7fe797b0172f2f5f,0x3fee089aa56f7ce8,1
+np.float64,0x7fed89dcc97b13b9,0xbfcfa2bb0c3ea41f,1
+np.float64,0x7fae9e8d5c3d3d1a,0xbfe512ffe16c6b08,1
+np.float64,0x7fefaecbe27f5d97,0x3fbfc718a5e972f1,1
+np.float64,0x7fce0236d93c046d,0xbfa9b7cd790db256,1
+np.float64,0x7fa9689aac32d134,0x3feced501946628a,1
+np.float64,0x7feb1469e93628d3,0x3fef2a988e7673ed,1
+np.float64,0x7fdba78344b74f06,0xbfe092e78965b30c,1
+np.float64,0x7fece54c3fb9ca97,0x3fd3cfd184bed2e6,1
+np.float64,0x7fdb84212b370841,0xbfe25ebf2db6ee55,1
+np.float64,0x7fbe3e8bf23c7d17,0x3fe2ee72df573345,1
+np.float64,0x7fe43d9803687b2f,0xbfed2eff6a9e66a0,1
+np.float64,0x7fb0f9c00a21f37f,0x3feff70f3276fdb7,1
+np.float64,0x7fea0c6cbbb418d8,0xbfefa612494798b2,1
+np.float64,0x7fe4b3239e296646,0xbfe74dd959af8cdc,1
+np.float64,0x7fe5c6a773eb8d4e,0xbfd06944048f8d2b,1
+np.float64,0x7fb1c1278223824e,0xbfeb533a34655bde,1
+np.float64,0x7fd21c09ee243813,0xbfe921ccbc9255c3,1
+np.float64,0x7fe051020c20a203,0x3fbd519d700c1f2f,1
+np.float64,0x7fe0c76845e18ed0,0x3fefb9595191a31b,1
+np.float64,0x7fe6b0b57b6d616a,0xbf8c59a8ba5fcd9a,1
+np.float64,0x7fd386c460270d88,0x3fe8ffea5d1a5c46,1
+np.float64,0x7feeb884713d7108,0x3fee9b2247ef6c0d,1
+np.float64,0x7fd85f71b6b0bee2,0xbfefc30ec3e28f07,1
+np.float64,0x7fc341366426826c,0x3fd4234d35386d3b,1
+np.float64,0x7fe56482dd6ac905,0x3fe7189de6a50668,1
+np.float64,0x7fec67a2e3f8cf45,0xbfef86d0b940f37f,1
+np.float64,0x7fe38b202fe7163f,0x3feb90b75caa2030,1
+np.float64,0x7fdcbc64883978c8,0x3fed4f758fbf64d4,1
+np.float64,0x7fea5f0598f4be0a,0x3fdd503a417b3d4d,1
+np.float64,0x7fda3b6bcf3476d7,0x3fea6e9af3f7f9f5,1
+np.float64,0x7fc7d7896c2faf12,0x3fda2bebc36a2363,1
+np.float64,0x7fe7e8e2626fd1c4,0xbfe7d5e390c4cc3f,1
+np.float64,0x7fde0f3d7abc1e7a,0xbfede7a0ecfa3606,1
+np.float64,0x7fc692b8f52d2571,0x3feff0cd7ab6f61b,1
+np.float64,0xff92d1fce825a400,0xbfc921c36fc014fa,1
+np.float64,0xffdec3af2fbd875e,0xbfed6a77e6a0364e,1
+np.float64,0xffef46e7d9be8dcf,0xbfed7d39476f7e27,1
+np.float64,0xffe2c2ce4525859c,0x3fe1757261316bc9,1
+np.float64,0xffe27c8b5864f916,0xbfefe017c0d43457,1
+np.float64,0xffe184d7442309ae,0x3fa1fb8c49dba596,1
+np.float64,0xffddf5f98d3bebf4,0x3fee4f8eaa5f847e,1
+np.float64,0xffee3ef354fc7de6,0xbfebfd60fa51b2ba,1
+np.float64,0xffdecb3e85bd967e,0x3fbfad2667a8b468,1
+np.float64,0xffe4ee900b29dd20,0xbfdc02dc626f91cd,1
+np.float64,0xffd3179f6da62f3e,0xbfe2cfe442511776,1
+np.float64,0xffe99ef7cef33def,0x3f50994542a7f303,1
+np.float64,0xffe2b66b1ae56cd6,0xbfefe3e066eb6329,1
+np.float64,0xff8f72aff03ee540,0x3fe9c46224cf5003,1
+np.float64,0xffd29beb85a537d8,0x3fefcb0b6166be71,1
+np.float64,0xffaef02d4c3de060,0xbfef5fb71028fc72,1
+np.float64,0xffd39a2a89273456,0x3fe6d4b183205dca,1
+np.float64,0xffef8a9392ff1526,0x3fedb99fbf402468,1
+np.float64,0xffb9b3f31e3367e8,0x3fee1005270fcf80,1
+np.float64,0xffed9d5c693b3ab8,0x3fd110f4b02365d5,1
+np.float64,0xffeaba45f9f5748b,0x3fe499e0a6f4afb2,1
+np.float64,0xffdba3f70d3747ee,0xbfca0c30493ae519,1
+np.float64,0xffa35b985426b730,0xbfdb625df56bcf45,1
+np.float64,0xffccbc9728397930,0x3fc53cbc59020704,1
+np.float64,0xffef73c942bee792,0xbfdc647a7a5e08be,1
+np.float64,0xffcb5acfb236b5a0,0x3feeb4ec038c39fc,1
+np.float64,0xffea116fe2b422df,0x3fefe03b6ae0b435,1
+np.float64,0xffe97de6e7b2fbcd,0xbfd2025698fab9eb,1
+np.float64,0xffdddba314bbb746,0x3fd31f0fdb8f93be,1
+np.float64,0xffd613a24a2c2744,0xbfebbb1efae884b3,1
+np.float64,0xffe3d938aa67b271,0xbfc2099cead3d3be,1
+np.float64,0xffdf08c2e33e1186,0xbfefd236839b900d,1
+np.float64,0xffea6ba8bd34d751,0x3fe8dfc032114719,1
+np.float64,0xffe3202083e64040,0x3fed513b81432a22,1
+np.float64,0xffb2397db62472f8,0xbfee7d7fe1c3f76c,1
+np.float64,0xffd9d0682ab3a0d0,0x3fe0bcf9e531ad79,1
+np.float64,0xffc293df202527c0,0xbfe58d0bdece5e64,1
+np.float64,0xffe1422c7da28458,0xbf81bd72595f2341,1
+np.float64,0xffd64e4ed4ac9c9e,0x3fa4334cc011c703,1
+np.float64,0xffe40a970ae8152e,0x3fead3d258b55b7d,1
+np.float64,0xffc8c2f2223185e4,0xbfef685f07c8b9fd,1
+np.float64,0xffe4b2f7216965ee,0x3fe3861d3d896a83,1
+np.float64,0xffdb531db3b6a63c,0x3fe18cb8332dd59d,1
+np.float64,0xffe8e727a3b1ce4e,0xbfe57b15abb677b9,1
+np.float64,0xffe530c1e12a6184,0xbfb973ea5535e48f,1
+np.float64,0xffe6f7849cedef08,0x3fd39a37ec5af4b6,1
+np.float64,0xffead62a78b5ac54,0x3fe69b3f6c7aa24b,1
+np.float64,0xffeefdd725fdfbad,0xbfc08a456111fdd5,1
+np.float64,0xffe682182fed0430,0x3fecc7c1292761d2,1
+np.float64,0xffee0ca8dcbc1951,0x3fef6cc361ef2c19,1
+np.float64,0xffec9b338f393666,0x3fefa9ab8e0471b5,1
+np.float64,0xffe13c5e29a278bc,0xbfef8da74ad83398,1
+np.float64,0xffd7bd48c62f7a92,0x3fe3468cd4ac9d34,1
+np.float64,0xffedd0ed14bba1d9,0xbfd563a83477077b,1
+np.float64,0xffe86b83f3f0d707,0x3fe9eb3c658e4b2d,1
+np.float64,0xffd6a4db4bad49b6,0xbfc7e11276166e17,1
+np.float64,0xffc29e8404253d08,0x3fd35971961c789f,1
+np.float64,0xffe27cf3d664f9e7,0xbfeca0f73c72f810,1
+np.float64,0xffc34152352682a4,0x3fef384e564c002c,1
+np.float64,0xffe395728ba72ae4,0x3f8fe18c2de86eba,1
+np.float64,0xffed86c4fbbb0d89,0x3fef709db881c672,1
+np.float64,0xffe8a98d37f1531a,0x3fd4879c8f73c3dc,1
+np.float64,0xffb8ce9fea319d40,0xbfb853c8fe46b08d,1
+np.float64,0xffe7f26db8efe4db,0xbfec1cfd3e5c2ac1,1
+np.float64,0xffd7935b77af26b6,0x3fb7368c89b2a460,1
+np.float64,0xffc5840ed02b081c,0x3fd92220b56631f3,1
+np.float64,0xffc36a873926d510,0x3fa84d61baf61811,1
+np.float64,0xffe06ea583e0dd4a,0x3feb647e348b9e39,1
+np.float64,0xffe6a33031ed4660,0xbfe096b851dc1a0a,1
+np.float64,0xffe001c938e00392,0x3fe4eece77623e7a,1
+np.float64,0xffc1e4f23b23c9e4,0xbfdb9bb1f83f6ac4,1
+np.float64,0xffecd3ecbab9a7d9,0x3fbafb1f800f177d,1
+np.float64,0xffc2d3016825a604,0xbfef650e8b0d6afb,1
+np.float64,0xffe222cb68e44596,0x3fde3690e44de5bd,1
+np.float64,0xffe5bb145e2b7628,0x3fedbb98e23c9dc1,1
+np.float64,0xffe9e5823b73cb04,0xbfee41661016c03c,1
+np.float64,0xffd234a00ba46940,0x3fda0312cda580c2,1
+np.float64,0xffe0913ed6e1227d,0xbfed508bb529bd23,1
+np.float64,0xffe8e3596171c6b2,0xbfdc33e1c1d0310e,1
+np.float64,0xffef9c6835ff38cf,0x3fea8ce6d27dfba3,1
+np.float64,0xffdd3bcf66ba779e,0x3fe50523d2b6470e,1
+np.float64,0xffe57e8cf06afd1a,0xbfee600933347247,1
+np.float64,0xffe0d8c65fa1b18c,0x3fe75091f93d5e4c,1
+np.float64,0xffea7c8c16b4f918,0x3fee681724795198,1
+np.float64,0xffe34f7a05269ef4,0xbfe3c3e179676f13,1
+np.float64,0xffd28894a6a5112a,0xbfe5d1027aee615d,1
+np.float64,0xffc73be6f22e77cc,0x3fe469bbc08b472a,1
+np.float64,0xffe7f71b066fee36,0x3fe7ed136c8fdfaa,1
+np.float64,0xffebc13e29f7827c,0x3fefcdc6e677d314,1
+np.float64,0xffd53e9c942a7d3a,0x3fea5a02c7341749,1
+np.float64,0xffd7191b23ae3236,0x3fea419b66023443,1
+np.float64,0xffe9480325b29006,0xbfefeaff5fa38cd5,1
+np.float64,0xffba46dc0e348db8,0xbfefa54f4de28eba,1
+np.float64,0xffdd4cc31eba9986,0x3fe60bb41fe1c4da,1
+np.float64,0xffe13a70dea274e1,0xbfaa9192f7bd6c9b,1
+np.float64,0xffde25127bbc4a24,0x3f7c75f45e29be7d,1
+np.float64,0xffe4076543a80eca,0x3fea5aad50d2f687,1
+np.float64,0xffe61512acec2a25,0xbfefffeb67401649,1
+np.float64,0xffef812ec1ff025d,0xbfe919c7c073c766,1
+np.float64,0xffd5552aeaaaaa56,0x3fc89d38ab047396,1

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/umath-validation-set-exp.csv

@@ -0,0 +1,412 @@
+dtype,input,output,ulperrortol
+## +ve denormals ##
+np.float32,0x004b4716,0x3f800000,3
+np.float32,0x007b2490,0x3f800000,3
+np.float32,0x007c99fa,0x3f800000,3
+np.float32,0x00734a0c,0x3f800000,3
+np.float32,0x0070de24,0x3f800000,3
+np.float32,0x00495d65,0x3f800000,3
+np.float32,0x006894f6,0x3f800000,3
+np.float32,0x00555a76,0x3f800000,3
+np.float32,0x004e1fb8,0x3f800000,3
+np.float32,0x00687de9,0x3f800000,3
+## -ve denormals ##
+np.float32,0x805b59af,0x3f800000,3
+np.float32,0x807ed8ed,0x3f800000,3
+np.float32,0x807142ad,0x3f800000,3
+np.float32,0x80772002,0x3f800000,3
+np.float32,0x8062abcb,0x3f800000,3
+np.float32,0x8045e31c,0x3f800000,3
+np.float32,0x805f01c2,0x3f800000,3
+np.float32,0x80506432,0x3f800000,3
+np.float32,0x8060089d,0x3f800000,3
+np.float32,0x8071292f,0x3f800000,3
+## floats that output a denormal ##
+np.float32,0xc2cf3fc1,0x00000001,3
+np.float32,0xc2c79726,0x00000021,3
+np.float32,0xc2cb295d,0x00000005,3
+np.float32,0xc2b49e6b,0x00068c4c,3
+np.float32,0xc2ca8116,0x00000008,3
+np.float32,0xc2c23f82,0x000001d7,3
+np.float32,0xc2cb69c0,0x00000005,3
+np.float32,0xc2cc1f4d,0x00000003,3
+np.float32,0xc2ae094e,0x00affc4c,3
+np.float32,0xc2c86c44,0x00000015,3
+## random floats between -87.0f and 88.0f ##
+np.float32,0x4030d7e0,0x417d9a05,3
+np.float32,0x426f60e8,0x6aa1be2c,3
+np.float32,0x41a1b220,0x4e0efc11,3
+np.float32,0xc20cc722,0x26159da7,3
+np.float32,0x41c492bc,0x512ec79d,3
+np.float32,0x40980210,0x42e73a0e,3
+np.float32,0xbf1f7b80,0x3f094de3,3
+np.float32,0x42a678a4,0x7b87a383,3
+np.float32,0xc20f3cfd,0x25a1c304,3
+np.float32,0x423ff34c,0x6216467f,3
+np.float32,0x00000000,0x3f800000,3
+## floats that cause an overflow ##
+np.float32,0x7f06d8c1,0x7f800000,3
+np.float32,0x7f451912,0x7f800000,3
+np.float32,0x7ecceac3,0x7f800000,3
+np.float32,0x7f643b45,0x7f800000,3
+np.float32,0x7e910ea0,0x7f800000,3
+np.float32,0x7eb4756b,0x7f800000,3
+np.float32,0x7f4ec708,0x7f800000,3
+np.float32,0x7f6b4551,0x7f800000,3
+np.float32,0x7d8edbda,0x7f800000,3
+np.float32,0x7f730718,0x7f800000,3
+np.float32,0x42b17217,0x7f7fff84,3
+np.float32,0x42b17218,0x7f800000,3
+np.float32,0x42b17219,0x7f800000,3
+np.float32,0xfef2b0bc,0x00000000,3
+np.float32,0xff69f83e,0x00000000,3
+np.float32,0xff4ecb12,0x00000000,3
+np.float32,0xfeac6d86,0x00000000,3
+np.float32,0xfde0cdb8,0x00000000,3
+np.float32,0xff26aef4,0x00000000,3
+np.float32,0xff6f9277,0x00000000,3
+np.float32,0xff7adfc4,0x00000000,3
+np.float32,0xff0ad40e,0x00000000,3
+np.float32,0xff6fd8f3,0x00000000,3
+np.float32,0xc2cff1b4,0x00000001,3
+np.float32,0xc2cff1b5,0x00000000,3
+np.float32,0xc2cff1b6,0x00000000,3
+np.float32,0x7f800000,0x7f800000,3
+np.float32,0xff800000,0x00000000,3
+np.float32,0x4292f27c,0x7480000a,3
+np.float32,0x42a920be,0x7c7fff94,3
+np.float32,0x41c214c9,0x50ffffd9,3
+np.float32,0x41abe686,0x4effffd9,3
+np.float32,0x4287db5a,0x707fffd3,3
+np.float32,0x41902cbb,0x4c800078,3
+np.float32,0x42609466,0x67ffffeb,3
+np.float32,0x41a65af5,0x4e7fffd1,3
+np.float32,0x417f13ff,0x4affffc9,3
+np.float32,0x426d0e6c,0x6a3504f2,3
+np.float32,0x41bc8934,0x507fff51,3
+np.float32,0x42a7bdde,0x7c0000d6,3
+np.float32,0x4120cf66,0x46b504f6,3
+np.float32,0x4244da8f,0x62ffff1a,3
+np.float32,0x41a0cf69,0x4e000034,3
+np.float32,0x41cd2bec,0x52000005,3
+np.float32,0x42893e41,0x7100009e,3
+np.float32,0x41b437e1,0x4fb50502,3
+np.float32,0x41d8430f,0x5300001d,3
+np.float32,0x4244da92,0x62ffffda,3
+np.float32,0x41a0cf63,0x4dffffa9,3
+np.float32,0x3eb17218,0x3fb504f3,3
+np.float32,0x428729e8,0x703504dc,3
+np.float32,0x41a0cf67,0x4e000014,3
+np.float32,0x4252b77d,0x65800011,3
+np.float32,0x41902cb9,0x4c800058,3
+np.float32,0x42a0cf67,0x79800052,3
+np.float32,0x4152b77b,0x48ffffe9,3
+np.float32,0x41265af3,0x46ffffc8,3
+np.float32,0x42187e0b,0x5affff9a,3
+np.float32,0xc0d2b77c,0x3ab504f6,3
+np.float32,0xc283b2ac,0x10000072,3
+np.float32,0xc1cff1b4,0x2cb504f5,3
+np.float32,0xc05dce9e,0x3d000000,3
+np.float32,0xc28ec9d2,0x0bfffea5,3
+np.float32,0xc23c893a,0x1d7fffde,3
+np.float32,0xc2a920c0,0x027fff6c,3
+np.float32,0xc1f9886f,0x2900002b,3
+np.float32,0xc2c42920,0x000000b5,3
+np.float32,0xc2893e41,0x0dfffec5,3
+np.float32,0xc2c4da93,0x00000080,3
+np.float32,0xc17f1401,0x3400000c,3
+np.float32,0xc1902cb6,0x327fffaf,3
+np.float32,0xc27c4e3b,0x11ffffc5,3
+np.float32,0xc268e5c5,0x157ffe9d,3
+np.float32,0xc2b4e953,0x0005a826,3
+np.float32,0xc287db5a,0x0e800016,3
+np.float32,0xc207db5a,0x2700000b,3
+np.float32,0xc2b2d4fe,0x000ffff1,3
+np.float32,0xc268e5c0,0x157fffdd,3
+np.float32,0xc22920bd,0x2100003b,3
+np.float32,0xc2902caf,0x0b80011e,3
+np.float32,0xc1902cba,0x327fff2f,3
+np.float32,0xc2ca6625,0x00000008,3
+np.float32,0xc280ece8,0x10fffeb5,3
+np.float32,0xc2918f94,0x0b0000ea,3
+np.float32,0xc29b43d5,0x077ffffc,3
+np.float32,0xc1e61ff7,0x2ab504f5,3
+np.float32,0xc2867878,0x0effff15,3
+np.float32,0xc2a2324a,0x04fffff4,3
+#float64
+## near zero ##
+np.float64,0x8000000000000000,0x3ff0000000000000,2
+np.float64,0x8010000000000000,0x3ff0000000000000,2
+np.float64,0x8000000000000001,0x3ff0000000000000,2
+np.float64,0x8360000000000000,0x3ff0000000000000,2
+np.float64,0x9a70000000000000,0x3ff0000000000000,2
+np.float64,0xb9b0000000000000,0x3ff0000000000000,2
+np.float64,0xb810000000000000,0x3ff0000000000000,2
+np.float64,0xbc30000000000000,0x3ff0000000000000,2
+np.float64,0xb6a0000000000000,0x3ff0000000000000,2
+np.float64,0x0000000000000000,0x3ff0000000000000,2
+np.float64,0x0010000000000000,0x3ff0000000000000,2
+np.float64,0x0000000000000001,0x3ff0000000000000,2
+np.float64,0x0360000000000000,0x3ff0000000000000,2
+np.float64,0x1a70000000000000,0x3ff0000000000000,2
+np.float64,0x3c30000000000000,0x3ff0000000000000,2
+np.float64,0x36a0000000000000,0x3ff0000000000000,2
+np.float64,0x39b0000000000000,0x3ff0000000000000,2
+np.float64,0x3810000000000000,0x3ff0000000000000,2
+## underflow ##
+np.float64,0xc0c6276800000000,0x0000000000000000,2
+np.float64,0xc0c62d918ce2421d,0x0000000000000000,2
+np.float64,0xc0c62d918ce2421e,0x0000000000000000,2
+np.float64,0xc0c62d91a0000000,0x0000000000000000,2
+np.float64,0xc0c62d9180000000,0x0000000000000000,2
+np.float64,0xc0c62dea45ee3e06,0x0000000000000000,2
+np.float64,0xc0c62dea45ee3e07,0x0000000000000000,2
+np.float64,0xc0c62dea40000000,0x0000000000000000,2
+np.float64,0xc0c62dea60000000,0x0000000000000000,2
+np.float64,0xc0875f1120000000,0x0000000000000000,2
+np.float64,0xc0875f113c30b1c8,0x0000000000000000,2
+np.float64,0xc0875f1140000000,0x0000000000000000,2
+np.float64,0xc093480000000000,0x0000000000000000,2
+np.float64,0xffefffffffffffff,0x0000000000000000,2
+np.float64,0xc7efffffe0000000,0x0000000000000000,2
+## overflow ##
+np.float64,0x40862e52fefa39ef,0x7ff0000000000000,2
+np.float64,0x40872e42fefa39ef,0x7ff0000000000000,2
+## +/- INF, +/- NAN ##
+np.float64,0x7ff0000000000000,0x7ff0000000000000,2
+np.float64,0xfff0000000000000,0x0000000000000000,2
+np.float64,0x7ff8000000000000,0x7ff8000000000000,2
+np.float64,0xfff8000000000000,0xfff8000000000000,2
+## output denormal ##
+np.float64,0xc087438520000000,0x0000000000000001,2
+np.float64,0xc08743853f2f4461,0x0000000000000001,2
+np.float64,0xc08743853f2f4460,0x0000000000000001,2
+np.float64,0xc087438540000000,0x0000000000000001,2
+## between -745.13321910 and 709.78271289 ##
+np.float64,0xbff760cd14774bd9,0x3fcdb14ced00ceb6,2
+np.float64,0xbff760cd20000000,0x3fcdb14cd7993879,2
+np.float64,0xbff760cd00000000,0x3fcdb14d12fbd264,2
+np.float64,0xc07f1cf360000000,0x130c1b369af14fda,2
+np.float64,0xbeb0000000000000,0x3feffffe00001000,2
+np.float64,0xbd70000000000000,0x3fefffffffffe000,2
+np.float64,0xc084fd46e5c84952,0x0360000000000139,2
+np.float64,0xc084fd46e5c84953,0x035ffffffffffe71,2
+np.float64,0xc084fd46e0000000,0x0360000b9096d32c,2
+np.float64,0xc084fd4700000000,0x035fff9721d12104,2
+np.float64,0xc086232bc0000000,0x0010003af5e64635,2
+np.float64,0xc086232bdd7abcd2,0x001000000000007c,2
+np.float64,0xc086232bdd7abcd3,0x000ffffffffffe7c,2
+np.float64,0xc086232be0000000,0x000ffffaf57a6fc9,2
+np.float64,0xc086233920000000,0x000fe590e3b45eb0,2
+np.float64,0xc086233938000000,0x000fe56133493c57,2
+np.float64,0xc086233940000000,0x000fe5514deffbbc,2
+np.float64,0xc086234c98000000,0x000fbf1024c32ccb,2
+np.float64,0xc086234ca0000000,0x000fbf0065bae78d,2
+np.float64,0xc086234c80000000,0x000fbf3f623a7724,2
+np.float64,0xc086234ec0000000,0x000fbad237c846f9,2
+np.float64,0xc086234ec8000000,0x000fbac27cfdec97,2
+np.float64,0xc086234ee0000000,0x000fba934cfd3dc2,2
+np.float64,0xc086234ef0000000,0x000fba73d7f618d9,2
+np.float64,0xc086234f00000000,0x000fba54632dddc0,2
+np.float64,0xc0862356e0000000,0x000faae0945b761a,2
+np.float64,0xc0862356f0000000,0x000faac13eb9a310,2
+np.float64,0xc086235700000000,0x000faaa1e9567b0a,2
+np.float64,0xc086236020000000,0x000f98cd75c11ed7,2
+np.float64,0xc086236ca0000000,0x000f8081b4d93f89,2
+np.float64,0xc086236cb0000000,0x000f8062b3f4d6c5,2
+np.float64,0xc086236cc0000000,0x000f8043b34e6f8c,2
+np.float64,0xc086238d98000000,0x000f41220d9b0d2c,2
+np.float64,0xc086238da0000000,0x000f4112cc80a01f,2
+np.float64,0xc086238d80000000,0x000f414fd145db5b,2
+np.float64,0xc08624fd00000000,0x000cbfce8ea1e6c4,2
+np.float64,0xc086256080000000,0x000c250747fcd46e,2
+np.float64,0xc08626c480000000,0x000a34f4bd975193,2
+np.float64,0xbf50000000000000,0x3feff800ffeaac00,2
+np.float64,0xbe10000000000000,0x3fefffffff800000,2
+np.float64,0xbcd0000000000000,0x3feffffffffffff8,2
+np.float64,0xc055d589e0000000,0x38100004bf94f63e,2
+np.float64,0xc055d58a00000000,0x380ffff97f292ce8,2
+np.float64,0xbfd962d900000000,0x3fe585a4b00110e1,2
+np.float64,0x3ff4bed280000000,0x400d411e7a58a303,2
+np.float64,0x3fff0b3620000000,0x401bd7737ffffcf3,2
+np.float64,0x3ff0000000000000,0x4005bf0a8b145769,2
+np.float64,0x3eb0000000000000,0x3ff0000100000800,2
+np.float64,0x3d70000000000000,0x3ff0000000001000,2
+np.float64,0x40862e42e0000000,0x7fefff841808287f,2
+np.float64,0x40862e42fefa39ef,0x7fefffffffffff2a,2
+np.float64,0x40862e0000000000,0x7feef85a11e73f2d,2
+np.float64,0x4000000000000000,0x401d8e64b8d4ddae,2
+np.float64,0x4009242920000000,0x40372a52c383a488,2
+np.float64,0x4049000000000000,0x44719103e4080b45,2
+np.float64,0x4008000000000000,0x403415e5bf6fb106,2
+np.float64,0x3f50000000000000,0x3ff00400800aab55,2
+np.float64,0x3e10000000000000,0x3ff0000000400000,2
+np.float64,0x3cd0000000000000,0x3ff0000000000004,2
+np.float64,0x40562e40a0000000,0x47effed088821c3f,2
+np.float64,0x40562e42e0000000,0x47effff082e6c7ff,2
+np.float64,0x40562e4300000000,0x47f00000417184b8,2
+np.float64,0x3fe8000000000000,0x4000ef9db467dcf8,2
+np.float64,0x402b12e8d4f33589,0x412718f68c71a6fe,2
+np.float64,0x402b12e8d4f3358a,0x412718f68c71a70a,2
+np.float64,0x402b12e8c0000000,0x412718f59a7f472e,2
+np.float64,0x402b12e8e0000000,0x412718f70c0eac62,2
+##use 1th entry
+np.float64,0x40631659AE147CB4,0x4db3a95025a4890f,2
+np.float64,0xC061B87D2E85A4E2,0x332640c8e2de2c51,2
+np.float64,0x405A4A50BE243AF4,0x496a45e4b7f0339a,2
+np.float64,0xC0839898B98EC5C6,0x0764027828830df4,2
+#use 2th entry
+np.float64,0xC072428C44B6537C,0x2596ade838b96f3e,2
+np.float64,0xC053057C5E1AE9BF,0x3912c8fad18fdadf,2
+np.float64,0x407E89C78328BAA3,0x6bfe35d5b9a1a194,2
+np.float64,0x4083501B6DD87112,0x77a855503a38924e,2
+#use 3th entry
+np.float64,0x40832C6195F24540,0x7741e73c80e5eb2f,2
+np.float64,0xC083D4CD557C2EC9,0x06b61727c2d2508e,2
+np.float64,0x400C48F5F67C99BD,0x404128820f02b92e,2
+np.float64,0x4056E36D9B2DF26A,0x4830f52ff34a8242,2
+#use 4th entry
+np.float64,0x4080FF700D8CBD06,0x70fa70df9bc30f20,2
+np.float64,0x406C276D39E53328,0x543eb8e20a8f4741,2
+np.float64,0xC070D6159BBD8716,0x27a4a0548c904a75,2
+np.float64,0xC052EBCF8ED61F83,0x391c0e92368d15e4,2
+#use 5th entry
+np.float64,0xC061F892A8AC5FBE,0x32f807a89efd3869,2
+np.float64,0x4021D885D2DBA085,0x40bd4dc86d3e3270,2
+np.float64,0x40767AEEEE7D4FCF,0x605e22851ee2afb7,2
+np.float64,0xC0757C5D75D08C80,0x20f0751599b992a2,2
+#use 6th entry
+np.float64,0x405ACF7A284C4CE3,0x499a4e0b7a27027c,2
+np.float64,0xC085A6C9E80D7AF5,0x0175914009d62ec2,2
+np.float64,0xC07E4C02F86F1DAE,0x1439269b29a9231e,2
+np.float64,0x4080D80F9691CC87,0x7088a6cdafb041de,2
+#use 7th entry
+np.float64,0x407FDFD84FBA0AC1,0x6deb1ae6f9bc4767,2
+np.float64,0x40630C06A1A2213D,0x4dac7a9d51a838b7,2
+np.float64,0x40685FDB30BB8B4F,0x5183f5cc2cac9e79,2
+np.float64,0x408045A2208F77F4,0x6ee299e08e2aa2f0,2
+#use 8th entry
+np.float64,0xC08104E391F5078B,0x0ed397b7cbfbd230,2
+np.float64,0xC031501CAEFAE395,0x3e6040fd1ea35085,2
+np.float64,0xC079229124F6247C,0x1babf4f923306b1e,2
+np.float64,0x407FB65F44600435,0x6db03beaf2512b8a,2
+#use 9th entry
+np.float64,0xC07EDEE8E8E8A5AC,0x136536cec9cbef48,2
+np.float64,0x4072BB4086099A14,0x5af4d3c3008b56cc,2
+np.float64,0x4050442A2EC42CB4,0x45cd393bd8fad357,2
+np.float64,0xC06AC28FB3D419B4,0x2ca1b9d3437df85f,2
+#use 10th entry
+np.float64,0x40567FC6F0A68076,0x480c977fd5f3122e,2
+np.float64,0x40620A2F7EDA59BB,0x4cf278e96f4ce4d7,2
+np.float64,0xC085044707CD557C,0x034aad6c968a045a,2
+np.float64,0xC07374EA5AC516AA,0x23dd6afdc03e83d5,2
+#use 11th entry
+np.float64,0x4073CC95332619C1,0x5c804b1498bbaa54,2
+np.float64,0xC0799FEBBE257F31,0x1af6a954c43b87d2,2
+np.float64,0x408159F19EA424F6,0x7200858efcbfc84d,2
+np.float64,0x404A81F6F24C0792,0x44b664a07ce5bbfa,2
+#use 12th entry
+np.float64,0x40295FF1EFB9A741,0x4113c0e74c52d7b0,2
+np.float64,0x4073975F4CC411DA,0x5c32be40b4fec2c1,2
+np.float64,0x406E9DE52E82A77E,0x56049c9a3f1ae089,2
+np.float64,0x40748C2F52560ED9,0x5d93bc14fd4cd23b,2
+#use 13th entry
+np.float64,0x4062A553CDC4D04C,0x4d6266bfde301318,2
+np.float64,0xC079EC1D63598AB7,0x1a88cb184dab224c,2
+np.float64,0xC0725C1CB3167427,0x25725b46f8a081f6,2
+np.float64,0x407888771D9B45F9,0x6353b1ec6bd7ce80,2
+#use 14th entry
+np.float64,0xC082CBA03AA89807,0x09b383723831ce56,2
+np.float64,0xC083A8961BB67DD7,0x0735b118d5275552,2
+np.float64,0xC076BC6ECA12E7E3,0x1f2222679eaef615,2
+np.float64,0xC072752503AA1A5B,0x254eb832242c77e1,2
+#use 15th entry
+np.float64,0xC058800792125DEC,0x371882372a0b48d4,2
+np.float64,0x4082909FD863E81C,0x7580d5f386920142,2
+np.float64,0xC071616F8FB534F9,0x26dbe20ef64a412b,2
+np.float64,0x406D1AB571CAA747,0x54ee0d55cb38ac20,2
+#use 16th entry
+np.float64,0x406956428B7DAD09,0x52358682c271237f,2
+np.float64,0xC07EFC2D9D17B621,0x133b3e77c27a4d45,2
+np.float64,0xC08469BAC5BA3CCA,0x050863e5f42cc52f,2
+np.float64,0x407189D9626386A5,0x593cb1c0b3b5c1d3,2
+#use 17th entry
+np.float64,0x4077E652E3DEB8C6,0x6269a10dcbd3c752,2
+np.float64,0x407674C97DB06878,0x605485dcc2426ec2,2
+np.float64,0xC07CE9969CF4268D,0x16386cf8996669f2,2
+np.float64,0x40780EE32D5847C4,0x62a436bd1abe108d,2
+#use 18th entry
+np.float64,0x4076C3AA5E1E8DA1,0x60c62f56a5e72e24,2
+np.float64,0xC0730AFC7239B9BE,0x24758ead095cec1e,2
+np.float64,0xC085CC2B9C420DDB,0x0109cdaa2e5694c1,2
+np.float64,0x406D0765CB6D7AA4,0x54e06f8dd91bd945,2
+#use 19th entry
+np.float64,0xC082D011F3B495E7,0x09a6647661d279c2,2
+np.float64,0xC072826AF8F6AFBC,0x253acd3cd224507e,2
+np.float64,0x404EB9C4810CEA09,0x457933dbf07e8133,2
+np.float64,0x408284FBC97C58CE,0x755f6eb234aa4b98,2
+#use 20th entry
+np.float64,0x40856008CF6EDC63,0x7d9c0b3c03f4f73c,2
+np.float64,0xC077CB2E9F013B17,0x1d9b3d3a166a55db,2
+np.float64,0xC0479CA3C20AD057,0x3bad40e081555b99,2
+np.float64,0x40844CD31107332A,0x7a821d70aea478e2,2
+#use 21th entry
+np.float64,0xC07C8FCC0BFCC844,0x16ba1cc8c539d19b,2
+np.float64,0xC085C4E9A3ABA488,0x011ff675ba1a2217,2
+np.float64,0x4074D538B32966E5,0x5dfd9d78043c6ad9,2
+np.float64,0xC0630CA16902AD46,0x3231a446074cede6,2
+#use 22th entry
+np.float64,0xC06C826733D7D0B7,0x2b5f1078314d41e1,2
+np.float64,0xC0520DF55B2B907F,0x396c13a6ce8e833e,2
+np.float64,0xC080712072B0F437,0x107eae02d11d98ea,2
+np.float64,0x40528A6150E19EFB,0x469fdabda02228c5,2
+#use 23th entry
+np.float64,0xC07B1D74B6586451,0x18d1253883ae3b48,2
+np.float64,0x4045AFD7867DAEC0,0x43d7d634fc4c5d98,2
+np.float64,0xC07A08B91F9ED3E2,0x1a60973e6397fc37,2
+np.float64,0x407B3ECF0AE21C8C,0x673e03e9d98d7235,2
+#use 24th entry
+np.float64,0xC078AEB6F30CEABF,0x1c530b93ab54a1b3,2
+np.float64,0x4084495006A41672,0x7a775b6dc7e63064,2
+np.float64,0x40830B1C0EBF95DD,0x76e1e6eed77cfb89,2
+np.float64,0x407D93E8F33D8470,0x6a9adbc9e1e4f1e5,2
+#use 25th entry
+np.float64,0x4066B11A09EFD9E8,0x504dd528065c28a7,2
+np.float64,0x408545823723AEEB,0x7d504a9b1844f594,2
+np.float64,0xC068C711F2CA3362,0x2e104f3496ea118e,2
+np.float64,0x407F317FCC3CA873,0x6cf0732c9948ebf4,2
+#use 26th entry
+np.float64,0x407AFB3EBA2ED50F,0x66dc28a129c868d5,2
+np.float64,0xC075377037708ADE,0x21531a329f3d793e,2
+np.float64,0xC07C30066A1F3246,0x174448baa16ded2b,2
+np.float64,0xC06689A75DE2ABD3,0x2fad70662fae230b,2
+#use 27th entry
+np.float64,0x4081514E9FCCF1E0,0x71e673b9efd15f44,2
+np.float64,0xC0762C710AF68460,0x1ff1ed7d8947fe43,2
+np.float64,0xC0468102FF70D9C4,0x3be0c3a8ff3419a3,2
+np.float64,0xC07EA4CEEF02A83E,0x13b908f085102c61,2
+#use 28th entry
+np.float64,0xC06290B04AE823C4,0x328a83da3c2e3351,2
+np.float64,0xC0770EB1D1C395FB,0x1eab281c1f1db5fe,2
+np.float64,0xC06F5D4D838A5BAE,0x29500ea32fb474ea,2
+np.float64,0x40723B3133B54C5D,0x5a3c82c7c3a2b848,2
+#use 29th entry
+np.float64,0x4085E6454CE3B4AA,0x7f20319b9638d06a,2
+np.float64,0x408389F2A0585D4B,0x7850667c58aab3d0,2
+np.float64,0xC0382798F9C8AE69,0x3dc1c79fe8739d6d,2
+np.float64,0xC08299D827608418,0x0a4335f76cdbaeb5,2
+#use 30th entry
+np.float64,0xC06F3DED43301BF1,0x2965670ae46750a8,2
+np.float64,0xC070CAF6BDD577D9,0x27b4aa4ffdd29981,2
+np.float64,0x4078529AD4B2D9F2,0x6305c12755d5e0a6,2
+np.float64,0xC055B14E75A31B96,0x381c2eda6d111e5d,2
+#use 31th entry
+np.float64,0x407B13EE414FA931,0x6700772c7544564d,2
+np.float64,0x407EAFDE9DE3EC54,0x6c346a0e49724a3c,2
+np.float64,0xC08362F398B9530D,0x07ffeddbadf980cb,2
+np.float64,0x407E865CDD9EEB86,0x6bf866cac5e0d126,2
+#use 32th entry
+np.float64,0x407FB62DBC794C86,0x6db009f708ac62cb,2
+np.float64,0xC063D0BAA68CDDDE,0x31a3b2a51ce50430,2
+np.float64,0xC05E7706A2231394,0x34f24bead6fab5c9,2
+np.float64,0x4083E3A06FDE444E,0x79527b7a386d1937,2

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/umath-validation-set-expm1.csv

@@ -0,0 +1,1429 @@
+dtype,input,output,ulperrortol
+np.float32,0x80606724,0x80606724,3
+np.float32,0xbf16790f,0xbee38e14,3
+np.float32,0xbf1778a1,0xbee4a97f,3
+np.float32,0x7d4fc610,0x7f800000,3
+np.float32,0xbec30a20,0xbea230d5,3
+np.float32,0x3eae8a36,0x3ecffac5,3
+np.float32,0xbf1f08f1,0xbeece93c,3
+np.float32,0x80374376,0x80374376,3
+np.float32,0x3f2e04ca,0x3f793115,3
+np.float32,0x7e2c7e36,0x7f800000,3
+np.float32,0xbf686cae,0xbf18bcf0,3
+np.float32,0xbf5518cd,0xbf10a3da,3
+np.float32,0x807e233c,0x807e233c,3
+np.float32,0x7f4edd54,0x7f800000,3
+np.float32,0x7ed70088,0x7f800000,3
+np.float32,0x801675da,0x801675da,3
+np.float32,0x806735d5,0x806735d5,3
+np.float32,0xfe635fec,0xbf800000,3
+np.float32,0xfed88a0a,0xbf800000,3
+np.float32,0xff52c052,0xbf800000,3
+np.float32,0x7fc00000,0x7fc00000,3
+np.float32,0xff4f65f9,0xbf800000,3
+np.float32,0xfe0f6c20,0xbf800000,3
+np.float32,0x80322b30,0x80322b30,3
+np.float32,0xfb757000,0xbf800000,3
+np.float32,0x3c81e0,0x3c81e0,3
+np.float32,0x79d56a,0x79d56a,3
+np.float32,0x8029d7af,0x8029d7af,3
+np.float32,0x8058a593,0x8058a593,3
+np.float32,0x3f3a13c7,0x3f88c75c,3
+np.float32,0x2a6b05,0x2a6b05,3
+np.float32,0xbd64c960,0xbd5e83ae,3
+np.float32,0x80471052,0x80471052,3
+np.float32,0xbe5dd950,0xbe47766c,3
+np.float32,0xfd8f88f0,0xbf800000,3
+np.float32,0x75a4b7,0x75a4b7,3
+np.float32,0x3f726f2e,0x3fc9fb7d,3
+np.float32,0x3ed6795c,0x3f053115,3
+np.float32,0x17d7f5,0x17d7f5,3
+np.float32,0xbf4cf19b,0xbf0d094f,3
+np.float32,0x3e0ec532,0x3e1933c6,3
+np.float32,0xff084016,0xbf800000,3
+np.float32,0x800829aa,0x800829aa,3
+np.float32,0x806d7302,0x806d7302,3
+np.float32,0x7f59d9da,0x7f800000,3
+np.float32,0x15f8b9,0x15f8b9,3
+np.float32,0x803befb3,0x803befb3,3
+np.float32,0x525043,0x525043,3
+np.float32,0x51a647,0x51a647,3
+np.float32,0xbf1cfce4,0xbeeab3d9,3
+np.float32,0x3f1f27a4,0x3f5cb1d2,3
+np.float32,0xbebc3a04,0xbe9d8142,3
+np.float32,0xbeea548c,0xbebc07e5,3
+np.float32,0x3f47401c,0x3f96c2a3,3
+np.float32,0x806b1ea3,0x806b1ea3,3
+np.float32,0x3ea56bb8,0x3ec3450c,3
+np.float32,0x3f7b4963,0x3fd597b5,3
+np.float32,0x7f051fa0,0x7f800000,3
+np.float32,0x1d411c,0x1d411c,3
+np.float32,0xff0b6a35,0xbf800000,3
+np.float32,0xbead63c0,0xbe9314f7,3
+np.float32,0x3738be,0x3738be,3
+np.float32,0x3f138cc8,0x3f479155,3
+np.float32,0x800a539f,0x800a539f,3
+np.float32,0x801b0ebd,0x801b0ebd,3
+np.float32,0x318fcd,0x318fcd,3
+np.float32,0x3ed67556,0x3f052e06,3
+np.float32,0x702886,0x702886,3
+np.float32,0x80000001,0x80000001,3
+np.float32,0x70a174,0x70a174,3
+np.float32,0x4f9c66,0x4f9c66,3
+np.float32,0x3e3e1927,0x3e50e351,3
+np.float32,0x7eac9a4d,0x7f800000,3
+np.float32,0x4b7407,0x4b7407,3
+np.float32,0x7f5bd2fd,0x7f800000,3
+np.float32,0x3eaafc58,0x3ecaffbd,3
+np.float32,0xbc989360,0xbc9729e2,3
+np.float32,0x3f470e5c,0x3f968c7b,3
+np.float32,0x4c5672,0x4c5672,3
+np.float32,0xff2b2ee2,0xbf800000,3
+np.float32,0xbf28a104,0xbef7079b,3
+np.float32,0x2c6175,0x2c6175,3
+np.float32,0x3d7e4fb0,0x3d832f9f,3
+np.float32,0x763276,0x763276,3
+np.float32,0x3cf364,0x3cf364,3
+np.float32,0xbf7ace75,0xbf1fe48c,3
+np.float32,0xff19e858,0xbf800000,3
+np.float32,0x80504c70,0x80504c70,3
+np.float32,0xff390210,0xbf800000,3
+np.float32,0x8046a743,0x8046a743,3
+np.float32,0x80000000,0x80000000,3
+np.float32,0x806c51da,0x806c51da,3
+np.float32,0x806ab38f,0x806ab38f,3
+np.float32,0x3f3de863,0x3f8cc538,3
+np.float32,0x7f6d45bb,0x7f800000,3
+np.float32,0xfd16ec60,0xbf800000,3
+np.float32,0x80513cba,0x80513cba,3
+np.float32,0xbf68996b,0xbf18cefa,3
+np.float32,0xfe039f2c,0xbf800000,3
+np.float32,0x3f013207,0x3f280c55,3
+np.float32,0x7ef4bc07,0x7f800000,3
+np.float32,0xbe8b65ac,0xbe741069,3
+np.float32,0xbf7a8186,0xbf1fc7a6,3
+np.float32,0x802532e5,0x802532e5,3
+np.float32,0x32c7df,0x32c7df,3
+np.float32,0x3ce4dceb,0x3ce81701,3
+np.float32,0xfe801118,0xbf800000,3
+np.float32,0x3d905f20,0x3d9594fb,3
+np.float32,0xbe11ed28,0xbe080168,3
+np.float32,0x59e773,0x59e773,3
+np.float32,0x3e9a2547,0x3eb3dd57,3
+np.float32,0x7ecb7c67,0x7f800000,3
+np.float32,0x7f69a67e,0x7f800000,3
+np.float32,0xff121e11,0xbf800000,3
+np.float32,0x3f7917cb,0x3fd2ad8c,3
+np.float32,0xbf1a7da8,0xbee7fc0c,3
+np.float32,0x3f077e66,0x3f329c40,3
+np.float32,0x3ce8e040,0x3cec37b3,3
+np.float32,0xbf3f0b8e,0xbf069f4d,3
+np.float32,0x3f52f194,0x3fa3c9d6,3
+np.float32,0xbf0e7422,0xbeda80f2,3
+np.float32,0xfd67e230,0xbf800000,3
+np.float32,0xff14d9a9,0xbf800000,3
+np.float32,0x3f3546e3,0x3f83dc2b,3
+np.float32,0x3e152e3a,0x3e20983d,3
+np.float32,0x4a89a3,0x4a89a3,3
+np.float32,0x63217,0x63217,3
+np.float32,0xbeb9e2a8,0xbe9be153,3
+np.float32,0x7e9fa049,0x7f800000,3
+np.float32,0x7f58110c,0x7f800000,3
+np.float32,0x3e88290c,0x3e9bfba9,3
+np.float32,0xbf2cb206,0xbefb3494,3
+np.float32,0xff5880c4,0xbf800000,3
+np.float32,0x7ecff3ac,0x7f800000,3
+np.float32,0x3f4b3de6,0x3f9b23fd,3
+np.float32,0xbebd2048,0xbe9e208c,3
+np.float32,0xff08f7a2,0xbf800000,3
+np.float32,0xff473330,0xbf800000,3
+np.float32,0x1,0x1,3
+np.float32,0xbf5dc239,0xbf14584b,3
+np.float32,0x458e3f,0x458e3f,3
+np.float32,0xbdb8a650,0xbdb091f8,3
+np.float32,0xff336ffc,0xbf800000,3
+np.float32,0x3c60bd00,0x3c624966,3
+np.float32,0xbe16a4f8,0xbe0c1664,3
+np.float32,0x3f214246,0x3f60a0f0,3
+np.float32,0x7fa00000,0x7fe00000,3
+np.float32,0x7e08737e,0x7f800000,3
+np.float32,0x3f70574c,0x3fc74b8e,3
+np.float32,0xbed5745c,0xbeae8c77,3
+np.float32,0x361752,0x361752,3
+np.float32,0x3eb276d6,0x3ed584ea,3
+np.float32,0x3f03fc1e,0x3f2cb1a5,3
+np.float32,0x3fafd1,0x3fafd1,3
+np.float32,0x7e50d74c,0x7f800000,3
+np.float32,0x3eeca5,0x3eeca5,3
+np.float32,0x5dc963,0x5dc963,3
+np.float32,0x7f0e63ae,0x7f800000,3
+np.float32,0x8021745f,0x8021745f,3
+np.float32,0xbf5881a9,0xbf121d07,3
+np.float32,0x7dadc7fd,0x7f800000,3
+np.float32,0xbf2c0798,0xbefa86bb,3
+np.float32,0x3e635f50,0x3e7e97a9,3
+np.float32,0xbf2053fa,0xbeee4c0e,3
+np.float32,0x3e8eee2b,0x3ea4dfcc,3
+np.float32,0xfc8a03c0,0xbf800000,3
+np.float32,0xfd9e4948,0xbf800000,3
+np.float32,0x801e817e,0x801e817e,3
+np.float32,0xbf603a27,0xbf1560c3,3
+np.float32,0x7f729809,0x7f800000,3
+np.float32,0x3f5a1864,0x3fac0e04,3
+np.float32,0x3e7648b8,0x3e8b3677,3
+np.float32,0x3edade24,0x3f088bc1,3
+np.float32,0x65e16e,0x65e16e,3
+np.float32,0x3f24aa50,0x3f671117,3
+np.float32,0x803cb1d0,0x803cb1d0,3
+np.float32,0xbe7b1858,0xbe5eadcc,3
+np.float32,0xbf19bb27,0xbee726fb,3
+np.float32,0xfd1f6e60,0xbf800000,3
+np.float32,0xfeb0de60,0xbf800000,3
+np.float32,0xff511a52,0xbf800000,3
+np.float32,0xff7757f7,0xbf800000,3
+np.float32,0x463ff5,0x463ff5,3
+np.float32,0x3f770d12,0x3fcffcc2,3
+np.float32,0xbf208562,0xbeee80dc,3
+np.float32,0x6df204,0x6df204,3
+np.float32,0xbf62d24f,0xbf1673fb,3
+np.float32,0x3dfcf210,0x3e069d5f,3
+np.float32,0xbef26002,0xbec114d7,3
+np.float32,0x7f800000,0x7f800000,3
+np.float32,0x7f30fb85,0x7f800000,3
+np.float32,0x7ee5dfef,0x7f800000,3
+np.float32,0x3f317829,0x3f800611,3
+np.float32,0x3f4b0bbd,0x3f9aec88,3
+np.float32,0x7edf708c,0x7f800000,3
+np.float32,0xff071260,0xbf800000,3
+np.float32,0x3e7b8c30,0x3e8e9198,3
+np.float32,0x3f33778b,0x3f82077f,3
+np.float32,0x3e8cd11d,0x3ea215fd,3
+np.float32,0x8004483d,0x8004483d,3
+np.float32,0x801633e3,0x801633e3,3
+np.float32,0x7e76eb15,0x7f800000,3
+np.float32,0x3c1571,0x3c1571,3
+np.float32,0x7de3de52,0x7f800000,3
+np.float32,0x804ae906,0x804ae906,3
+np.float32,0x7f3a2616,0x7f800000,3
+np.float32,0xff7fffff,0xbf800000,3
+np.float32,0xff5d17e4,0xbf800000,3
+np.float32,0xbeaa6704,0xbe90f252,3
+np.float32,0x7e6a43af,0x7f800000,3
+np.float32,0x2a0f35,0x2a0f35,3
+np.float32,0xfd8fece0,0xbf800000,3
+np.float32,0xfeef2e2a,0xbf800000,3
+np.float32,0xff800000,0xbf800000,3
+np.float32,0xbeefcc52,0xbebf78e4,3
+np.float32,0x3db6c490,0x3dbf2bd5,3
+np.float32,0x8290f,0x8290f,3
+np.float32,0xbeace648,0xbe92bb7f,3
+np.float32,0x801fea79,0x801fea79,3
+np.float32,0x3ea6c230,0x3ec51ebf,3
+np.float32,0x3e5f2ca3,0x3e795c8a,3
+np.float32,0x3eb6f634,0x3edbeb9f,3
+np.float32,0xff790b45,0xbf800000,3
+np.float32,0x3d82e240,0x3d872816,3
+np.float32,0x3f0d6a57,0x3f3cc7db,3
+np.float32,0x7f08531a,0x7f800000,3
+np.float32,0x702b6d,0x702b6d,3
+np.float32,0x7d3a3c38,0x7f800000,3
+np.float32,0x3d0a7fb3,0x3d0cddf3,3
+np.float32,0xff28084c,0xbf800000,3
+np.float32,0xfeee8804,0xbf800000,3
+np.float32,0x804094eb,0x804094eb,3
+np.float32,0x7acb39,0x7acb39,3
+np.float32,0x3f01c07a,0x3f28f88c,3
+np.float32,0x3e05c500,0x3e0ee674,3
+np.float32,0xbe6f7c38,0xbe558ac1,3
+np.float32,0x803b1f4b,0x803b1f4b,3
+np.float32,0xbf76561f,0xbf1e332b,3
+np.float32,0xff30d368,0xbf800000,3
+np.float32,0x7e2e1f38,0x7f800000,3
+np.float32,0x3ee085b8,0x3f0ce7c0,3
+np.float32,0x8064c4a7,0x8064c4a7,3
+np.float32,0xa7c1d,0xa7c1d,3
+np.float32,0x3f27498a,0x3f6c14bc,3
+np.float32,0x137ca,0x137ca,3
+np.float32,0x3d0a5c60,0x3d0cb969,3
+np.float32,0x80765f1f,0x80765f1f,3
+np.float32,0x80230a71,0x80230a71,3
+np.float32,0x3f321ed2,0x3f80acf4,3
+np.float32,0x7d61e7f4,0x7f800000,3
+np.float32,0xbf39f7f2,0xbf0430f7,3
+np.float32,0xbe2503f8,0xbe1867e8,3
+np.float32,0x29333d,0x29333d,3
+np.float32,0x7edc5a0e,0x7f800000,3
+np.float32,0xbe81a8a2,0xbe651663,3
+np.float32,0x7f76ab6d,0x7f800000,3
+np.float32,0x7f46111f,0x7f800000,3
+np.float32,0xff0fc888,0xbf800000,3
+np.float32,0x805ece89,0x805ece89,3
+np.float32,0xc390b,0xc390b,3
+np.float32,0xff64bdee,0xbf800000,3
+np.float32,0x3dd07e4e,0x3ddb79bd,3
+np.float32,0xfecc1f10,0xbf800000,3
+np.float32,0x803f5177,0x803f5177,3
+np.float32,0x802a24d2,0x802a24d2,3
+np.float32,0x7f27d0cc,0x7f800000,3
+np.float32,0x3ef57c98,0x3f1d7e88,3
+np.float32,0x7b848d,0x7b848d,3
+np.float32,0x7f7fffff,0x7f800000,3
+np.float32,0xfe889c46,0xbf800000,3
+np.float32,0xff2d6dc5,0xbf800000,3
+np.float32,0x3f53a186,0x3fa492a6,3
+np.float32,0xbf239c94,0xbef1c90c,3
+np.float32,0xff7c0f4e,0xbf800000,3
+np.float32,0x3e7c69a9,0x3e8f1f3a,3
+np.float32,0xbf47c9e9,0xbf0ab2a9,3
+np.float32,0xbc1eaf00,0xbc1deae9,3
+np.float32,0x3f4a6d39,0x3f9a3d8e,3
+np.float32,0x3f677930,0x3fbc26eb,3
+np.float32,0x3f45eea1,0x3f955418,3
+np.float32,0x7f61a1f8,0x7f800000,3
+np.float32,0xff58c7c6,0xbf800000,3
+np.float32,0x80239801,0x80239801,3
+np.float32,0xff56e616,0xbf800000,3
+np.float32,0xff62052c,0xbf800000,3
+np.float32,0x8009b615,0x8009b615,3
+np.float32,0x293d6b,0x293d6b,3
+np.float32,0xfe9e585c,0xbf800000,3
+np.float32,0x7f58ff4b,0x7f800000,3
+np.float32,0x10937c,0x10937c,3
+np.float32,0x7f5cc13f,0x7f800000,3
+np.float32,0x110c5d,0x110c5d,3
+np.float32,0x805e51fc,0x805e51fc,3
+np.float32,0xbedcf70a,0xbeb3766c,3
+np.float32,0x3f4d5e42,0x3f9d8091,3
+np.float32,0xff5925a0,0xbf800000,3
+np.float32,0x7e87cafa,0x7f800000,3
+np.float32,0xbf6474b2,0xbf171fee,3
+np.float32,0x4b39b2,0x4b39b2,3
+np.float32,0x8020cc28,0x8020cc28,3
+np.float32,0xff004ed8,0xbf800000,3
+np.float32,0xbf204cf5,0xbeee448d,3
+np.float32,0x3e30cf10,0x3e40fdb1,3
+np.float32,0x80202bee,0x80202bee,3
+np.float32,0xbf55a985,0xbf10e2bc,3
+np.float32,0xbe297dd8,0xbe1c351c,3
+np.float32,0x5780d9,0x5780d9,3
+np.float32,0x7ef729fa,0x7f800000,3
+np.float32,0x8039a3b5,0x8039a3b5,3
+np.float32,0x7cdd3f,0x7cdd3f,3
+np.float32,0x7ef0145a,0x7f800000,3
+np.float32,0x807ad7ae,0x807ad7ae,3
+np.float32,0x7f6c2643,0x7f800000,3
+np.float32,0xbec56124,0xbea3c929,3
+np.float32,0x512c3b,0x512c3b,3
+np.float32,0xbed3effe,0xbead8c1e,3
+np.float32,0x7f5e0a4d,0x7f800000,3
+np.float32,0x3f315316,0x3f7fc200,3
+np.float32,0x7eca5727,0x7f800000,3
+np.float32,0x7f4834f3,0x7f800000,3
+np.float32,0x8004af6d,0x8004af6d,3
+np.float32,0x3f223ca4,0x3f6277e3,3
+np.float32,0x7eea4fdd,0x7f800000,3
+np.float32,0x3e7143e8,0x3e880763,3
+np.float32,0xbf737008,0xbf1d160e,3
+np.float32,0xfc408b00,0xbf800000,3
+np.float32,0x803912ca,0x803912ca,3
+np.float32,0x7db31f4e,0x7f800000,3
+np.float32,0xff578b54,0xbf800000,3
+np.float32,0x3f068ec4,0x3f31062b,3
+np.float32,0x35f64f,0x35f64f,3
+np.float32,0x80437df4,0x80437df4,3
+np.float32,0x568059,0x568059,3
+np.float32,0x8005f8ba,0x8005f8ba,3
+np.float32,0x6824ad,0x6824ad,3
+np.float32,0xff3fdf30,0xbf800000,3
+np.float32,0xbf6f7682,0xbf1b89d6,3
+np.float32,0x3dcea8a0,0x3dd971f5,3
+np.float32,0x3ee32a62,0x3f0ef5a9,3
+np.float32,0xbf735bcd,0xbf1d0e3d,3
+np.float32,0x7e8c7c28,0x7f800000,3
+np.float32,0x3ed552bc,0x3f045161,3
+np.float32,0xfed90a8a,0xbf800000,3
+np.float32,0xbe454368,0xbe336d2a,3
+np.float32,0xbf171d26,0xbee4442d,3
+np.float32,0x80652bf9,0x80652bf9,3
+np.float32,0xbdbaaa20,0xbdb26914,3
+np.float32,0x3f56063d,0x3fa7522e,3
+np.float32,0x3d3d4fd3,0x3d41c13f,3
+np.float32,0x80456040,0x80456040,3
+np.float32,0x3dc15586,0x3dcac0ef,3
+np.float32,0x7f753060,0x7f800000,3
+np.float32,0x7f7d8039,0x7f800000,3
+np.float32,0xfdebf280,0xbf800000,3
+np.float32,0xbf1892c3,0xbee5e116,3
+np.float32,0xbf0f1468,0xbedb3878,3
+np.float32,0x40d85c,0x40d85c,3
+np.float32,0x3f93dd,0x3f93dd,3
+np.float32,0xbf5730fd,0xbf118c24,3
+np.float32,0xfe17aa44,0xbf800000,3
+np.float32,0x3dc0baf4,0x3dca1716,3
+np.float32,0xbf3433d8,0xbf015efb,3
+np.float32,0x1c59f5,0x1c59f5,3
+np.float32,0x802b1540,0x802b1540,3
+np.float32,0xbe47df6c,0xbe35936e,3
+np.float32,0xbe8e7070,0xbe78af32,3
+np.float32,0xfe7057f4,0xbf800000,3
+np.float32,0x80668b69,0x80668b69,3
+np.float32,0xbe677810,0xbe4f2c2d,3
+np.float32,0xbe7a2f1c,0xbe5df733,3
+np.float32,0xfeb79e3c,0xbf800000,3
+np.float32,0xbeb6e320,0xbe99c9e8,3
+np.float32,0xfea188f2,0xbf800000,3
+np.float32,0x7dcaeb15,0x7f800000,3
+np.float32,0x1be567,0x1be567,3
+np.float32,0xbf4041cc,0xbf07320d,3
+np.float32,0x3f721aa7,0x3fc98e9a,3
+np.float32,0x7f5aa835,0x7f800000,3
+np.float32,0x15180e,0x15180e,3
+np.float32,0x3f73d739,0x3fcbccdb,3
+np.float32,0xbeecd380,0xbebd9b36,3
+np.float32,0x3f2caec7,0x3f768fea,3
+np.float32,0xbeaf65f2,0xbe9482bb,3
+np.float32,0xfe6aa384,0xbf800000,3
+np.float32,0xbf4f2c0a,0xbf0e085e,3
+np.float32,0xbf2b5907,0xbef9d431,3
+np.float32,0x3e855e0d,0x3e985960,3
+np.float32,0x8056cc64,0x8056cc64,3
+np.float32,0xff746bb5,0xbf800000,3
+np.float32,0x3e0332f6,0x3e0bf986,3
+np.float32,0xff637720,0xbf800000,3
+np.float32,0xbf330676,0xbf00c990,3
+np.float32,0x3ec449a1,0x3eef3862,3
+np.float32,0x766541,0x766541,3
+np.float32,0xfe2edf6c,0xbf800000,3
+np.float32,0xbebb28ca,0xbe9cc3e2,3
+np.float32,0x3f16c930,0x3f4d5ce4,3
+np.float32,0x7f1a9a4a,0x7f800000,3
+np.float32,0x3e9ba1,0x3e9ba1,3
+np.float32,0xbf73d5f6,0xbf1d3d69,3
+np.float32,0xfdc8a8b0,0xbf800000,3
+np.float32,0x50f051,0x50f051,3
+np.float32,0xff0add02,0xbf800000,3
+np.float32,0x1e50bf,0x1e50bf,3
+np.float32,0x3f04d287,0x3f2e1948,3
+np.float32,0x7f1e50,0x7f1e50,3
+np.float32,0x2affb3,0x2affb3,3
+np.float32,0x80039f07,0x80039f07,3
+np.float32,0x804ba79e,0x804ba79e,3
+np.float32,0x7b5a8eed,0x7f800000,3
+np.float32,0x3e1a8b28,0x3e26d0a7,3
+np.float32,0x3ea95f29,0x3ec8bfa4,3
+np.float32,0x7e09fa55,0x7f800000,3
+np.float32,0x7eacb1b3,0x7f800000,3
+np.float32,0x3e8ad7c0,0x3e9f7dec,3
+np.float32,0x7e0e997c,0x7f800000,3
+np.float32,0x3f4422b4,0x3f936398,3
+np.float32,0x806bd222,0x806bd222,3
+np.float32,0x677ae6,0x677ae6,3
+np.float32,0x62cf68,0x62cf68,3
+np.float32,0x7e4e594e,0x7f800000,3
+np.float32,0x80445fd1,0x80445fd1,3
+np.float32,0xff3a0d04,0xbf800000,3
+np.float32,0x8052b256,0x8052b256,3
+np.float32,0x3cb34440,0x3cb53e11,3
+np.float32,0xbf0e3865,0xbeda3c6d,3
+np.float32,0x3f49f5df,0x3f99ba17,3
+np.float32,0xbed75a22,0xbeafcc09,3
+np.float32,0xbf7aec64,0xbf1fefc8,3
+np.float32,0x7f35a62d,0x7f800000,3
+np.float32,0xbf787b03,0xbf1f03fc,3
+np.float32,0x8006a62a,0x8006a62a,3
+np.float32,0x3f6419e7,0x3fb803c7,3
+np.float32,0x3ecea2e5,0x3efe8f01,3
+np.float32,0x80603577,0x80603577,3
+np.float32,0xff73198c,0xbf800000,3
+np.float32,0x7def110a,0x7f800000,3
+np.float32,0x544efd,0x544efd,3
+np.float32,0x3f052340,0x3f2ea0fc,3
+np.float32,0xff306666,0xbf800000,3
+np.float32,0xbf800000,0xbf21d2a7,3
+np.float32,0xbed3e150,0xbead826a,3
+np.float32,0x3f430c99,0x3f92390f,3
+np.float32,0xbf4bffa4,0xbf0c9c73,3
+np.float32,0xfd97a710,0xbf800000,3
+np.float32,0x3cadf0fe,0x3cafcd1a,3
+np.float32,0x807af7b4,0x807af7b4,3
+np.float32,0xbc508600,0xbc4f33bc,3
+np.float32,0x7f3e0ec7,0x7f800000,3
+np.float32,0xbe51334c,0xbe3d36f7,3
+np.float32,0xfe7b7fb4,0xbf800000,3
+np.float32,0xfed9c45e,0xbf800000,3
+np.float32,0x3da024eb,0x3da6926a,3
+np.float32,0x7eed9e76,0x7f800000,3
+np.float32,0xbf2b8f1f,0xbefa0b91,3
+np.float32,0x3f2b9286,0x3f746318,3
+np.float32,0xfe8af49c,0xbf800000,3
+np.float32,0x9c4f7,0x9c4f7,3
+np.float32,0x801d7543,0x801d7543,3
+np.float32,0xbf66474a,0xbf17de66,3
+np.float32,0xbf562155,0xbf1116b1,3
+np.float32,0x46a8de,0x46a8de,3
+np.float32,0x8053fe6b,0x8053fe6b,3
+np.float32,0xbf6ee842,0xbf1b51f3,3
+np.float32,0xbf6ad78e,0xbf19b565,3
+np.float32,0xbf012574,0xbecad7ff,3
+np.float32,0x748364,0x748364,3
+np.float32,0x8073f59b,0x8073f59b,3
+np.float32,0xff526825,0xbf800000,3
+np.float32,0xfeb02dc4,0xbf800000,3
+np.float32,0x8033eb1c,0x8033eb1c,3
+np.float32,0x3f3685ea,0x3f8520cc,3
+np.float32,0x7f657902,0x7f800000,3
+np.float32,0xbf75eac4,0xbf1e0a1f,3
+np.float32,0xfe67f384,0xbf800000,3
+np.float32,0x3f56d3cc,0x3fa83faf,3
+np.float32,0x44a4ce,0x44a4ce,3
+np.float32,0x1dc4b3,0x1dc4b3,3
+np.float32,0x4fb3b2,0x4fb3b2,3
+np.float32,0xbea904a4,0xbe8ff3ed,3
+np.float32,0x7e668f16,0x7f800000,3
+np.float32,0x7f538378,0x7f800000,3
+np.float32,0x80541709,0x80541709,3
+np.float32,0x80228040,0x80228040,3
+np.float32,0x7ef9694e,0x7f800000,3
+np.float32,0x3f5fca9b,0x3fb2ce54,3
+np.float32,0xbe9c43c2,0xbe86ab84,3
+np.float32,0xfecee000,0xbf800000,3
+np.float32,0x5a65c2,0x5a65c2,3
+np.float32,0x3f736572,0x3fcb3985,3
+np.float32,0xbf2a03f7,0xbef87600,3
+np.float32,0xfe96b488,0xbf800000,3
+np.float32,0xfedd8800,0xbf800000,3
+np.float32,0x80411804,0x80411804,3
+np.float32,0x7edcb0a6,0x7f800000,3
+np.float32,0x2bb882,0x2bb882,3
+np.float32,0x3f800000,0x3fdbf0a9,3
+np.float32,0x764b27,0x764b27,3
+np.float32,0x7e92035d,0x7f800000,3
+np.float32,0x3e80facb,0x3e92ae1d,3
+np.float32,0x8040b81a,0x8040b81a,3
+np.float32,0x7f487fe4,0x7f800000,3
+np.float32,0xbc641780,0xbc6282ed,3
+np.float32,0x804b0bb9,0x804b0bb9,3
+np.float32,0x7d0b7c39,0x7f800000,3
+np.float32,0xff072080,0xbf800000,3
+np.float32,0xbed7aff8,0xbeb00462,3
+np.float32,0x35e247,0x35e247,3
+np.float32,0xbf7edd19,0xbf216766,3
+np.float32,0x8004a539,0x8004a539,3
+np.float32,0xfdfc1790,0xbf800000,3
+np.float32,0x8037a841,0x8037a841,3
+np.float32,0xfed0a8a8,0xbf800000,3
+np.float32,0x7f1f1697,0x7f800000,3
+np.float32,0x3f2ccc6e,0x3f76ca23,3
+np.float32,0x35eada,0x35eada,3
+np.float32,0xff111f42,0xbf800000,3
+np.float32,0x3ee1ab7f,0x3f0dcbbe,3
+np.float32,0xbf6e89ee,0xbf1b2cd4,3
+np.float32,0x3f58611c,0x3faa0cdc,3
+np.float32,0x1ac6a6,0x1ac6a6,3
+np.float32,0xbf1286fa,0xbedf2312,3
+np.float32,0x7e451137,0x7f800000,3
+np.float32,0xbe92c326,0xbe7f3405,3
+np.float32,0x3f2fdd16,0x3f7cd87b,3
+np.float32,0xbe5c0ea0,0xbe4604c2,3
+np.float32,0xbdb29968,0xbdab0883,3
+np.float32,0x3964,0x3964,3
+np.float32,0x3f0dc236,0x3f3d60a0,3
+np.float32,0x7c3faf06,0x7f800000,3
+np.float32,0xbef41f7a,0xbec22b16,3
+np.float32,0x3f4c0289,0x3f9bfdcc,3
+np.float32,0x806084e9,0x806084e9,3
+np.float32,0x3ed1d8dd,0x3f01b0c1,3
+np.float32,0x806d8d8b,0x806d8d8b,3
+np.float32,0x3f052180,0x3f2e9e0a,3
+np.float32,0x803d85d5,0x803d85d5,3
+np.float32,0x3e0afd70,0x3e14dd48,3
+np.float32,0x2fbc63,0x2fbc63,3
+np.float32,0x2e436f,0x2e436f,3
+np.float32,0xbf7b19e6,0xbf2000da,3
+np.float32,0x3f34022e,0x3f829362,3
+np.float32,0x3d2b40e0,0x3d2ee246,3
+np.float32,0x3f5298b4,0x3fa3649b,3
+np.float32,0xbdb01328,0xbda8b7de,3
+np.float32,0x7f693c81,0x7f800000,3
+np.float32,0xbeb1abc0,0xbe961edc,3
+np.float32,0x801d9b5d,0x801d9b5d,3
+np.float32,0x80628668,0x80628668,3
+np.float32,0x800f57dd,0x800f57dd,3
+np.float32,0x8017c94f,0x8017c94f,3
+np.float32,0xbf16f5f4,0xbee418b8,3
+np.float32,0x3e686476,0x3e827022,3
+np.float32,0xbf256796,0xbef3abd9,3
+np.float32,0x7f1b4485,0x7f800000,3
+np.float32,0xbea0b3cc,0xbe89ed21,3
+np.float32,0xfee08b2e,0xbf800000,3
+np.float32,0x523cb4,0x523cb4,3
+np.float32,0x3daf2cb2,0x3db6e273,3
+np.float32,0xbd531c40,0xbd4dc323,3
+np.float32,0x80078fe5,0x80078fe5,3
+np.float32,0x80800000,0x80800000,3
+np.float32,0x3f232438,0x3f642d1a,3
+np.float32,0x3ec29446,0x3eecb7c0,3
+np.float32,0x3dbcd2a4,0x3dc5cd1d,3
+np.float32,0x7f045b0d,0x7f800000,3
+np.float32,0x7f22e6d1,0x7f800000,3
+np.float32,0xbf5d3430,0xbf141c80,3
+np.float32,0xbe03ec70,0xbdf78ee6,3
+np.float32,0x3e93ec9a,0x3eab822f,3
+np.float32,0x7f3b9262,0x7f800000,3
+np.float32,0x65ac6a,0x65ac6a,3
+np.float32,0x3db9a8,0x3db9a8,3
+np.float32,0xbf37ab59,0xbf031306,3
+np.float32,0x33c40e,0x33c40e,3
+np.float32,0x7f7a478f,0x7f800000,3
+np.float32,0xbe8532d0,0xbe6a906f,3
+np.float32,0x801c081d,0x801c081d,3
+np.float32,0xbe4212a0,0xbe30ca73,3
+np.float32,0xff0b603e,0xbf800000,3
+np.float32,0x4554dc,0x4554dc,3
+np.float32,0x3dd324be,0x3dde695e,3
+np.float32,0x3f224c44,0x3f629557,3
+np.float32,0x8003cd79,0x8003cd79,3
+np.float32,0xbf31351c,0xbeffc2fd,3
+np.float32,0x8034603a,0x8034603a,3
+np.float32,0xbf6fcb70,0xbf1bab24,3
+np.float32,0x804eb67e,0x804eb67e,3
+np.float32,0xff05c00e,0xbf800000,3
+np.float32,0x3eb5b36f,0x3eda1ec7,3
+np.float32,0x3f1ed7f9,0x3f5c1d90,3
+np.float32,0x3f052d8a,0x3f2eb24b,3
+np.float32,0x5ddf51,0x5ddf51,3
+np.float32,0x7e50c11c,0x7f800000,3
+np.float32,0xff74f55a,0xbf800000,3
+np.float32,0x4322d,0x4322d,3
+np.float32,0x3f16f8a9,0x3f4db27a,3
+np.float32,0x3f4f23d6,0x3f9f7c2c,3
+np.float32,0xbf706c1e,0xbf1bea0a,3
+np.float32,0x3f2cbd52,0x3f76ac77,3
+np.float32,0xf3043,0xf3043,3
+np.float32,0xfee79de0,0xbf800000,3
+np.float32,0x7e942f69,0x7f800000,3
+np.float32,0x180139,0x180139,3
+np.float32,0xff69c678,0xbf800000,3
+np.float32,0x3f46773f,0x3f95e840,3
+np.float32,0x804aae1c,0x804aae1c,3
+np.float32,0x3eb383b4,0x3ed7024c,3
+np.float32,0x8032624e,0x8032624e,3
+np.float32,0xbd0a0f80,0xbd07c27d,3
+np.float32,0xbf1c9b98,0xbeea4a61,3
+np.float32,0x7f370999,0x7f800000,3
+np.float32,0x801931f9,0x801931f9,3
+np.float32,0x3f6f45ce,0x3fc5eea0,3
+np.float32,0xff0ab4cc,0xbf800000,3
+np.float32,0x4c043d,0x4c043d,3
+np.float32,0x8002a599,0x8002a599,3
+np.float32,0xbc4a6080,0xbc4921d7,3
+np.float32,0x3f008d14,0x3f26fb72,3
+np.float32,0x7f48b3d9,0x7f800000,3
+np.float32,0x7cb2ec7e,0x7f800000,3
+np.float32,0xbf1338bd,0xbedfeb61,3
+np.float32,0x0,0x0,3
+np.float32,0xbf2f5b64,0xbefde71c,3
+np.float32,0xbe422974,0xbe30dd56,3
+np.float32,0x3f776be8,0x3fd07950,3
+np.float32,0xbf3e97a1,0xbf06684a,3
+np.float32,0x7d28cb26,0x7f800000,3
+np.float32,0x801618d2,0x801618d2,3
+np.float32,0x807e4f83,0x807e4f83,3
+np.float32,0x8006b07d,0x8006b07d,3
+np.float32,0xfea1c042,0xbf800000,3
+np.float32,0xff24ef74,0xbf800000,3
+np.float32,0xfef7ab16,0xbf800000,3
+np.float32,0x70b771,0x70b771,3
+np.float32,0x7daeb64e,0x7f800000,3
+np.float32,0xbe66e378,0xbe4eb59c,3
+np.float32,0xbead1534,0xbe92dcf7,3
+np.float32,0x7e6769b8,0x7f800000,3
+np.float32,0x7ecd0890,0x7f800000,3
+np.float32,0xbe7380d8,0xbe58b747,3
+np.float32,0x3efa6f2f,0x3f218265,3
+np.float32,0x3f59dada,0x3fabc5eb,3
+np.float32,0xff0f2d20,0xbf800000,3
+np.float32,0x8060210e,0x8060210e,3
+np.float32,0x3ef681e8,0x3f1e51c8,3
+np.float32,0x77a6dd,0x77a6dd,3
+np.float32,0xbebfdd0e,0xbea00399,3
+np.float32,0xfe889b72,0xbf800000,3
+np.float32,0x8049ed2c,0x8049ed2c,3
+np.float32,0x3b089dc4,0x3b08c23e,3
+np.float32,0xbf13c7c4,0xbee08c28,3
+np.float32,0x3efa13b9,0x3f2137d7,3
+np.float32,0x3e9385dc,0x3eaaf914,3
+np.float32,0x7e0e6a43,0x7f800000,3
+np.float32,0x7df6d63f,0x7f800000,3
+np.float32,0x3f3efead,0x3f8dea03,3
+np.float32,0xff52548c,0xbf800000,3
+np.float32,0x803ff9d8,0x803ff9d8,3
+np.float32,0x3c825823,0x3c836303,3
+np.float32,0xfc9e97a0,0xbf800000,3
+np.float32,0xfe644f48,0xbf800000,3
+np.float32,0x802f5017,0x802f5017,3
+np.float32,0x3d5753b9,0x3d5d1661,3
+np.float32,0x7f2a55d2,0x7f800000,3
+np.float32,0x7f4dabfe,0x7f800000,3
+np.float32,0x3f49492a,0x3f98fc47,3
+np.float32,0x3f4d1589,0x3f9d2f82,3
+np.float32,0xff016208,0xbf800000,3
+np.float32,0xbf571cb7,0xbf118365,3
+np.float32,0xbf1ef297,0xbeecd136,3
+np.float32,0x36266b,0x36266b,3
+np.float32,0xbed07b0e,0xbeab4129,3
+np.float32,0x7f553365,0x7f800000,3
+np.float32,0xfe9bb8c6,0xbf800000,3
+np.float32,0xbeb497d6,0xbe982e19,3
+np.float32,0xbf27af6c,0xbef60d16,3
+np.float32,0x55cf51,0x55cf51,3
+np.float32,0x3eab1db0,0x3ecb2e4f,3
+np.float32,0x3e777603,0x3e8bf62f,3
+np.float32,0x7f10e374,0x7f800000,3
+np.float32,0xbf1f6480,0xbeed4b8d,3
+np.float32,0x40479d,0x40479d,3
+np.float32,0x156259,0x156259,3
+np.float32,0x3d852e30,0x3d899b2d,3
+np.float32,0x80014ff3,0x80014ff3,3
+np.float32,0xbd812fa8,0xbd7a645c,3
+np.float32,0x800ab780,0x800ab780,3
+np.float32,0x3ea02ff4,0x3ebc13bd,3
+np.float32,0x7e858b8e,0x7f800000,3
+np.float32,0x75d63b,0x75d63b,3
+np.float32,0xbeb15c94,0xbe95e6e3,3
+np.float32,0x3da0cee0,0x3da74a39,3
+np.float32,0xff21c01c,0xbf800000,3
+np.float32,0x8049b5eb,0x8049b5eb,3
+np.float32,0x80177ab0,0x80177ab0,3
+np.float32,0xff137a50,0xbf800000,3
+np.float32,0x3f7febba,0x3fdbd51c,3
+np.float32,0x8041e4dd,0x8041e4dd,3
+np.float32,0x99b8c,0x99b8c,3
+np.float32,0x5621ba,0x5621ba,3
+np.float32,0x14b534,0x14b534,3
+np.float32,0xbe2eb3a8,0xbe209c95,3
+np.float32,0x7e510c28,0x7f800000,3
+np.float32,0x804ec2f2,0x804ec2f2,3
+np.float32,0x3f662406,0x3fba82b0,3
+np.float32,0x800000,0x800000,3
+np.float32,0x3f3120d6,0x3f7f5d96,3
+np.float32,0x7f179b8e,0x7f800000,3
+np.float32,0x7f65278e,0x7f800000,3
+np.float32,0xfeb50f52,0xbf800000,3
+np.float32,0x7f051bd1,0x7f800000,3
+np.float32,0x7ea0558d,0x7f800000,3
+np.float32,0xbd0a96c0,0xbd08453f,3
+np.float64,0xee82da5ddd05c,0xee82da5ddd05c,3
+np.float64,0x800c3a22d7f87446,0x800c3a22d7f87446,3
+np.float64,0xbfd34b20eaa69642,0xbfd0a825e7688d3e,3
+np.float64,0x3fd6a0f2492d41e5,0x3fdb253b906057b3,3
+np.float64,0xbfda13d8783427b0,0xbfd56b1d76684332,3
+np.float64,0xbfe50b5a99ea16b5,0xbfded7dd82c6f746,3
+np.float64,0x3f82468fc0248d20,0x3f825b7fa9378ee9,3
+np.float64,0x7ff0000000000000,0x7ff0000000000000,3
+np.float64,0x856e50290adca,0x856e50290adca,3
+np.float64,0x7fde55a5fa3cab4b,0x7ff0000000000000,3
+np.float64,0x7fcf2c8dd93e591b,0x7ff0000000000000,3
+np.float64,0x8001b3a0e3236743,0x8001b3a0e3236743,3
+np.float64,0x8000fdb14821fb63,0x8000fdb14821fb63,3
+np.float64,0xbfe3645e08e6c8bc,0xbfdd161362a5e9ef,3
+np.float64,0x7feb34d28b3669a4,0x7ff0000000000000,3
+np.float64,0x80099dd810933bb1,0x80099dd810933bb1,3
+np.float64,0xbfedbcc1097b7982,0xbfe35d86414d53dc,3
+np.float64,0x7fdc406fbdb880de,0x7ff0000000000000,3
+np.float64,0x800c4bf85ab897f1,0x800c4bf85ab897f1,3
+np.float64,0x3fd8f7b0e0b1ef60,0x3fde89b497ae20d8,3
+np.float64,0xffe4fced5c69f9da,0xbff0000000000000,3
+np.float64,0xbfe54d421fea9a84,0xbfdf1be0cbfbfcba,3
+np.float64,0x800af72f3535ee5f,0x800af72f3535ee5f,3
+np.float64,0x3fe24e6570e49ccb,0x3fe8b3a86d970411,3
+np.float64,0xbfdd7b22d0baf646,0xbfd79fac2e4f7558,3
+np.float64,0xbfe6a7654c6d4eca,0xbfe03c1f13f3b409,3
+np.float64,0x3fe2c3eb662587d7,0x3fe98566e625d4f5,3
+np.float64,0x3b1ef71e763e0,0x3b1ef71e763e0,3
+np.float64,0xffed03c6baba078d,0xbff0000000000000,3
+np.float64,0x3febac19d0b75834,0x3ff5fdacc9d51bcd,3
+np.float64,0x800635d6794c6bae,0x800635d6794c6bae,3
+np.float64,0xbfe8cafc827195f9,0xbfe1411438608ae1,3
+np.float64,0x7feeb616a83d6c2c,0x7ff0000000000000,3
+np.float64,0x3fd52d62a2aa5ac5,0x3fd91a07a7f18f44,3
+np.float64,0x80036996b8a6d32e,0x80036996b8a6d32e,3
+np.float64,0x2b1945965632a,0x2b1945965632a,3
+np.float64,0xbfecb5e8c9796bd2,0xbfe2f40fca276aa2,3
+np.float64,0x3fe8669ed4f0cd3e,0x3ff24c89fc9cdbff,3
+np.float64,0x71e9f65ee3d3f,0x71e9f65ee3d3f,3
+np.float64,0xbfd5ab262bab564c,0xbfd261ae108ef79e,3
+np.float64,0xbfe7091342ee1226,0xbfe06bf5622d75f6,3
+np.float64,0x49e888d093d12,0x49e888d093d12,3
+np.float64,0x2272f3dc44e5f,0x2272f3dc44e5f,3
+np.float64,0x7fe98736e0b30e6d,0x7ff0000000000000,3
+np.float64,0x30fa9cde61f54,0x30fa9cde61f54,3
+np.float64,0x7fdc163fc0382c7f,0x7ff0000000000000,3
+np.float64,0xffb40d04ee281a08,0xbff0000000000000,3
+np.float64,0xffe624617f2c48c2,0xbff0000000000000,3
+np.float64,0x3febb582bd376b05,0x3ff608da584d1716,3
+np.float64,0xfc30a5a5f8615,0xfc30a5a5f8615,3
+np.float64,0x3fef202efd7e405e,0x3ffa52009319b069,3
+np.float64,0x8004d0259829a04c,0x8004d0259829a04c,3
+np.float64,0x800622dc71ec45ba,0x800622dc71ec45ba,3
+np.float64,0xffefffffffffffff,0xbff0000000000000,3
+np.float64,0x800e89113c9d1223,0x800e89113c9d1223,3
+np.float64,0x7fba7fde3034ffbb,0x7ff0000000000000,3
+np.float64,0xbfeea31e807d463d,0xbfe3b7369b725915,3
+np.float64,0x3feb7c9589f6f92c,0x3ff5c56cf71b0dff,3
+np.float64,0x3fd52d3b59aa5a77,0x3fd919d0f683fd07,3
+np.float64,0x800de90a43fbd215,0x800de90a43fbd215,3
+np.float64,0x3fe7eb35a9efd66b,0x3ff1c940dbfc6ef9,3
+np.float64,0xbda0adcb7b416,0xbda0adcb7b416,3
+np.float64,0x7fc5753e3a2aea7b,0x7ff0000000000000,3
+np.float64,0xffdd101d103a203a,0xbff0000000000000,3
+np.float64,0x7fcb54f56836a9ea,0x7ff0000000000000,3
+np.float64,0xbfd61c8d6eac391a,0xbfd2b23bc0a2cef4,3
+np.float64,0x3feef55de37deabc,0x3ffa198639a0161d,3
+np.float64,0x7fe4ffbfaea9ff7e,0x7ff0000000000000,3
+np.float64,0x9d1071873a20e,0x9d1071873a20e,3
+np.float64,0x3fef1ecb863e3d97,0x3ffa502a81e09cfc,3
+np.float64,0xad2da12b5a5b4,0xad2da12b5a5b4,3
+np.float64,0xffe614b74c6c296e,0xbff0000000000000,3
+np.float64,0xffe60d3f286c1a7e,0xbff0000000000000,3
+np.float64,0x7fda7d91f4b4fb23,0x7ff0000000000000,3
+np.float64,0x800023f266a047e6,0x800023f266a047e6,3
+np.float64,0x7fdf5f9ad23ebf35,0x7ff0000000000000,3
+np.float64,0x3fa7459f002e8b3e,0x3fa7cf178dcf0af6,3
+np.float64,0x3fe9938d61f3271b,0x3ff39516a13caec3,3
+np.float64,0xbfd59314c3ab262a,0xbfd250830f73efd2,3
+np.float64,0xbfc7e193f72fc328,0xbfc5c924339dd7a8,3
+np.float64,0x7fec1965f17832cb,0x7ff0000000000000,3
+np.float64,0xbfd932908eb26522,0xbfd4d4312d272580,3
+np.float64,0xbfdf2d08e2be5a12,0xbfd8add1413b0b1b,3
+np.float64,0x7fdcf7cc74b9ef98,0x7ff0000000000000,3
+np.float64,0x7fc79300912f2600,0x7ff0000000000000,3
+np.float64,0xffd4bd8f23297b1e,0xbff0000000000000,3
+np.float64,0x41869ce0830e,0x41869ce0830e,3
+np.float64,0x3fe5dcec91ebb9da,0x3fef5e213598cbd4,3
+np.float64,0x800815d9c2902bb4,0x800815d9c2902bb4,3
+np.float64,0x800ba1a4b877434a,0x800ba1a4b877434a,3
+np.float64,0x80069d7bdc4d3af8,0x80069d7bdc4d3af8,3
+np.float64,0xcf00d4339e01b,0xcf00d4339e01b,3
+np.float64,0x80072b71bd4e56e4,0x80072b71bd4e56e4,3
+np.float64,0x80059ca6fbab394f,0x80059ca6fbab394f,3
+np.float64,0x3fe522fc092a45f8,0x3fedf212682bf894,3
+np.float64,0x7fe17f384ea2fe70,0x7ff0000000000000,3
+np.float64,0x0,0x0,3
+np.float64,0x3f72bb4c20257698,0x3f72c64766b52069,3
+np.float64,0x7fbc97c940392f92,0x7ff0000000000000,3
+np.float64,0xffc5904ebd2b209c,0xbff0000000000000,3
+np.float64,0xbfe34fb55b669f6a,0xbfdcff81dd30a49d,3
+np.float64,0x8007ccda006f99b5,0x8007ccda006f99b5,3
+np.float64,0x3fee50e4c8fca1ca,0x3ff9434c7750ad0f,3
+np.float64,0x7fee7b07c67cf60f,0x7ff0000000000000,3
+np.float64,0x3fdcce4a5a399c95,0x3fe230c83f28218a,3
+np.float64,0x7fee5187b37ca30e,0x7ff0000000000000,3
+np.float64,0x3fc48f6a97291ed8,0x3fc64db6200a9833,3
+np.float64,0xc7fec3498ffd9,0xc7fec3498ffd9,3
+np.float64,0x800769c59d2ed38c,0x800769c59d2ed38c,3
+np.float64,0xffe69ede782d3dbc,0xbff0000000000000,3
+np.float64,0x3fecd9770979b2ee,0x3ff76a1f2f0f08f2,3
+np.float64,0x5aa358a8b546c,0x5aa358a8b546c,3
+np.float64,0xbfe795a0506f2b40,0xbfe0afcc52c0166b,3
+np.float64,0xffd4ada1e8a95b44,0xbff0000000000000,3
+np.float64,0xffcac1dc213583b8,0xbff0000000000000,3
+np.float64,0xffe393c15fa72782,0xbff0000000000000,3
+np.float64,0xbfcd6a3c113ad478,0xbfca47a2157b9cdd,3
+np.float64,0xffedde20647bbc40,0xbff0000000000000,3
+np.float64,0x3fd0d011b1a1a024,0x3fd33a57945559f4,3
+np.float64,0x3fef27e29f7e4fc6,0x3ffa5c314e0e3d69,3
+np.float64,0xffe96ff71f72dfee,0xbff0000000000000,3
+np.float64,0xffe762414f2ec482,0xbff0000000000000,3
+np.float64,0x3fc2dcfd3d25b9fa,0x3fc452f41682a12e,3
+np.float64,0xbfbdb125b63b6248,0xbfbc08e6553296d4,3
+np.float64,0x7b915740f724,0x7b915740f724,3
+np.float64,0x60b502b2c16a1,0x60b502b2c16a1,3
+np.float64,0xbfeb38b0be367162,0xbfe254f6782cfc47,3
+np.float64,0x800dc39a3edb8735,0x800dc39a3edb8735,3
+np.float64,0x3fea4fb433349f68,0x3ff468b97cf699f5,3
+np.float64,0xbfd49967962932d0,0xbfd19ceb41ff4cd0,3
+np.float64,0xbfebf75cd377eeba,0xbfe2a576bdbccccc,3
+np.float64,0xbfb653d65c2ca7b0,0xbfb561ab8fcb3f26,3
+np.float64,0xffe3f34b8727e696,0xbff0000000000000,3
+np.float64,0x3fdd798064baf301,0x3fe2b7c130a6fc63,3
+np.float64,0x3febe027e6b7c050,0x3ff63bac1b22e12d,3
+np.float64,0x7fcaa371af3546e2,0x7ff0000000000000,3
+np.float64,0xbfe6ee980a2ddd30,0xbfe05f0bc5dc80d2,3
+np.float64,0xc559c33f8ab39,0xc559c33f8ab39,3
+np.float64,0x84542c2b08a86,0x84542c2b08a86,3
+np.float64,0xbfe5645e046ac8bc,0xbfdf3398dc3cc1bd,3
+np.float64,0x3fee8c48ae7d1892,0x3ff9902899480526,3
+np.float64,0x3fb706471c2e0c8e,0x3fb817787aace8db,3
+np.float64,0x7fefe78f91ffcf1e,0x7ff0000000000000,3
+np.float64,0xbfcf6d560b3edaac,0xbfcbddc72a2130df,3
+np.float64,0x7fd282bfd925057f,0x7ff0000000000000,3
+np.float64,0x3fb973dbee32e7b8,0x3fbac2c87cbd0215,3
+np.float64,0x3fd1ce38ff239c72,0x3fd4876de5164420,3
+np.float64,0x8008ac2e3c31585d,0x8008ac2e3c31585d,3
+np.float64,0x3fa05e06dc20bc00,0x3fa0a1b7de904dce,3
+np.float64,0x7fd925f215324be3,0x7ff0000000000000,3
+np.float64,0x3f949d95d0293b2c,0x3f94d31197d51874,3
+np.float64,0xffdded9e67bbdb3c,0xbff0000000000000,3
+np.float64,0x3fed390dcfba721c,0x3ff7e08c7a709240,3
+np.float64,0x7fe6e62300adcc45,0x7ff0000000000000,3
+np.float64,0xbfd779bc312ef378,0xbfd3a6cb64bb0181,3
+np.float64,0x3fe43e9877287d31,0x3fec3e100ef935fd,3
+np.float64,0x210b68e44216e,0x210b68e44216e,3
+np.float64,0x3fcdffc1e73bff84,0x3fd0e729d02ec539,3
+np.float64,0xcea10c0f9d422,0xcea10c0f9d422,3
+np.float64,0x7feb97a82d772f4f,0x7ff0000000000000,3
+np.float64,0x9b4b4d953696a,0x9b4b4d953696a,3
+np.float64,0x3fd1bd8e95237b1d,0x3fd4716dd34cf828,3
+np.float64,0x800fc273841f84e7,0x800fc273841f84e7,3
+np.float64,0xbfd2aef167255de2,0xbfd0340f30d82f18,3
+np.float64,0x800d021a551a0435,0x800d021a551a0435,3
+np.float64,0xffebf934a8b7f268,0xbff0000000000000,3
+np.float64,0x3fd819849fb03308,0x3fdd43bca0aac749,3
+np.float64,0x7ff8000000000000,0x7ff8000000000000,3
+np.float64,0x27c34b064f86a,0x27c34b064f86a,3
+np.float64,0x7fef4f5a373e9eb3,0x7ff0000000000000,3
+np.float64,0x7fd92fccce325f99,0x7ff0000000000000,3
+np.float64,0x800520869d6a410e,0x800520869d6a410e,3
+np.float64,0x3fccbcaddf397958,0x3fd01bf6b0c4d97f,3
+np.float64,0x80039ebfc4273d80,0x80039ebfc4273d80,3
+np.float64,0xbfed1f0b3c7a3e16,0xbfe31ea6e4c69141,3
+np.float64,0x7fee1bb7c4bc376f,0x7ff0000000000000,3
+np.float64,0xbfa8bee1d8317dc0,0xbfa8283b7dbf95a9,3
+np.float64,0x3fe797db606f2fb6,0x3ff171b1c2bc8fe5,3
+np.float64,0xbfee2ecfdbbc5da0,0xbfe38a3f0a43d14e,3
+np.float64,0x3fe815c7f1302b90,0x3ff1f65165c45d71,3
+np.float64,0xbfbb265c94364cb8,0xbfb9c27ec61a9a1d,3
+np.float64,0x3fcf1cab5d3e3957,0x3fd19c07444642f9,3
+np.float64,0xbfe6ae753f6d5cea,0xbfe03f99666dbe17,3
+np.float64,0xbfd18a2a73a31454,0xbfceaee204aca016,3
+np.float64,0x3fb8a1dffc3143c0,0x3fb9db38341ab1a3,3
+np.float64,0x7fd2a0376025406e,0x7ff0000000000000,3
+np.float64,0x7fe718c0e3ae3181,0x7ff0000000000000,3
+np.float64,0x3fb264d42424c9a8,0x3fb3121f071d4db4,3
+np.float64,0xd27190a7a4e32,0xd27190a7a4e32,3
+np.float64,0xbfe467668c68cecd,0xbfde2c4616738d5e,3
+np.float64,0x800ab9a2b9357346,0x800ab9a2b9357346,3
+np.float64,0x7fcbd108d537a211,0x7ff0000000000000,3
+np.float64,0x3fb79bba6e2f3770,0x3fb8bb2c140d3445,3
+np.float64,0xffefa7165e3f4e2c,0xbff0000000000000,3
+np.float64,0x7fb40185a428030a,0x7ff0000000000000,3
+np.float64,0xbfe9e3d58e73c7ab,0xbfe1c04d51c83d69,3
+np.float64,0x7fef5b97b17eb72e,0x7ff0000000000000,3
+np.float64,0x800a2957683452af,0x800a2957683452af,3
+np.float64,0x800f54f1925ea9e3,0x800f54f1925ea9e3,3
+np.float64,0xeffa4e77dff4a,0xeffa4e77dff4a,3
+np.float64,0xffbe501aa03ca038,0xbff0000000000000,3
+np.float64,0x8006c651bced8ca4,0x8006c651bced8ca4,3
+np.float64,0x3fe159faff22b3f6,0x3fe708f78efbdbed,3
+np.float64,0x800e7d59a31cfab3,0x800e7d59a31cfab3,3
+np.float64,0x3fe6ac2f272d585e,0x3ff07ee5305385c3,3
+np.float64,0x7fd014c054202980,0x7ff0000000000000,3
+np.float64,0xbfe4800b11e90016,0xbfde4648c6f29ce5,3
+np.float64,0xbfe6738470ece709,0xbfe0227b5b42b713,3
+np.float64,0x3fed052add3a0a56,0x3ff7a01819e65c6e,3
+np.float64,0xffe03106f120620e,0xbff0000000000000,3
+np.float64,0x7fe11df4d4e23be9,0x7ff0000000000000,3
+np.float64,0xbfcea25d7b3d44bc,0xbfcb3e808e7ce852,3
+np.float64,0xd0807b03a1010,0xd0807b03a1010,3
+np.float64,0x8004eda4fec9db4b,0x8004eda4fec9db4b,3
+np.float64,0x3fceb5c98d3d6b90,0x3fd15a894b15dd9f,3
+np.float64,0xbfee27228afc4e45,0xbfe38741702f3c0b,3
+np.float64,0xbfe606278c6c0c4f,0xbfdfd7cb6093652d,3
+np.float64,0xbfd66f59bc2cdeb4,0xbfd2ecb2297f6afc,3
+np.float64,0x4aee390095dc8,0x4aee390095dc8,3
+np.float64,0xbfe391355d67226a,0xbfdd46ddc0997014,3
+np.float64,0xffd27765e7a4eecc,0xbff0000000000000,3
+np.float64,0xbfe795e20a2f2bc4,0xbfe0afebc66c4dbd,3
+np.float64,0x7fc9a62e81334c5c,0x7ff0000000000000,3
+np.float64,0xffe4e57e52a9cafc,0xbff0000000000000,3
+np.float64,0x7fac326c8c3864d8,0x7ff0000000000000,3
+np.float64,0x3fe8675f6370cebf,0x3ff24d5863029c15,3
+np.float64,0x7fcf4745e73e8e8b,0x7ff0000000000000,3
+np.float64,0x7fcc9aec9f3935d8,0x7ff0000000000000,3
+np.float64,0x3fec2e8fcab85d20,0x3ff699ccd0b2fed6,3
+np.float64,0x3fd110a968222153,0x3fd38e81a88c2d13,3
+np.float64,0xffb3a68532274d08,0xbff0000000000000,3
+np.float64,0xf0e562bbe1cad,0xf0e562bbe1cad,3
+np.float64,0xbfe815b9e5f02b74,0xbfe0ec9f5023aebc,3
+np.float64,0xbf5151d88022a400,0xbf514f80c465feea,3
+np.float64,0x2547e3144a8fd,0x2547e3144a8fd,3
+np.float64,0x3fedcc0c28fb9818,0x3ff899612fbeb4c5,3
+np.float64,0x3fdc3d1c0f387a38,0x3fe1bf6e2d39bd75,3
+np.float64,0x7fe544dbe62a89b7,0x7ff0000000000000,3
+np.float64,0x8001500e48e2a01d,0x8001500e48e2a01d,3
+np.float64,0xbfed3b2b09fa7656,0xbfe329f3e7bada64,3
+np.float64,0xbfe76a943aeed528,0xbfe09b24e3aa3f79,3
+np.float64,0x3fe944330e328866,0x3ff33d472dee70c5,3
+np.float64,0x8004bbbd6cc9777c,0x8004bbbd6cc9777c,3
+np.float64,0xbfe28133fb650268,0xbfdc1ac230ac4ef5,3
+np.float64,0xc1370af7826e2,0xc1370af7826e2,3
+np.float64,0x7fcfa47f5f3f48fe,0x7ff0000000000000,3
+np.float64,0xbfa3002a04260050,0xbfa2a703a538b54e,3
+np.float64,0xffef44f3903e89e6,0xbff0000000000000,3
+np.float64,0xc32cce298659a,0xc32cce298659a,3
+np.float64,0x7b477cc2f68f0,0x7b477cc2f68f0,3
+np.float64,0x40a7f4ec814ff,0x40a7f4ec814ff,3
+np.float64,0xffee38edf67c71db,0xbff0000000000000,3
+np.float64,0x3fe23f6f1ce47ede,0x3fe8992b8bb03499,3
+np.float64,0x7fc8edfe7f31dbfc,0x7ff0000000000000,3
+np.float64,0x800bb8e6fb3771ce,0x800bb8e6fb3771ce,3
+np.float64,0xbfe11d364ee23a6c,0xbfda82a0c2ef9e46,3
+np.float64,0xbfeb993cb4b7327a,0xbfe27df565da85dc,3
+np.float64,0x10000000000000,0x10000000000000,3
+np.float64,0x3fc1f997d723f330,0x3fc34c5cff060af1,3
+np.float64,0x6e326fa0dc64f,0x6e326fa0dc64f,3
+np.float64,0x800fa30c2c5f4618,0x800fa30c2c5f4618,3
+np.float64,0x7fed16ad603a2d5a,0x7ff0000000000000,3
+np.float64,0x9411cf172823a,0x9411cf172823a,3
+np.float64,0xffece51d4cb9ca3a,0xbff0000000000000,3
+np.float64,0x3fdda3d1453b47a3,0x3fe2d954f7849890,3
+np.float64,0xffd58330172b0660,0xbff0000000000000,3
+np.float64,0xbfc6962ae52d2c54,0xbfc4b4bdf0069f17,3
+np.float64,0xbfb4010a8e280218,0xbfb33e1236f7efa0,3
+np.float64,0x7fd0444909208891,0x7ff0000000000000,3
+np.float64,0xbfe027a24de04f44,0xbfd95e9064101e7c,3
+np.float64,0xa6f3f3214de9,0xa6f3f3214de9,3
+np.float64,0xbfe112eb0fe225d6,0xbfda768f7cbdf346,3
+np.float64,0xbfe99e90d4b33d22,0xbfe1a153e45a382a,3
+np.float64,0xffecb34f8e79669e,0xbff0000000000000,3
+np.float64,0xbfdf32c9653e6592,0xbfd8b159caf5633d,3
+np.float64,0x3fe9519829b2a330,0x3ff34c0a8152e20f,3
+np.float64,0xffd08ec8a7a11d92,0xbff0000000000000,3
+np.float64,0xffd19b71b6a336e4,0xbff0000000000000,3
+np.float64,0x7feda6b9377b4d71,0x7ff0000000000000,3
+np.float64,0x800fda2956bfb453,0x800fda2956bfb453,3
+np.float64,0x3fe54f601bea9ec0,0x3fee483cb03cbde4,3
+np.float64,0xbfe2a8ad5ee5515a,0xbfdc46ee7a10bf0d,3
+np.float64,0xbfd336c8bd266d92,0xbfd09916d432274a,3
+np.float64,0xfff0000000000000,0xbff0000000000000,3
+np.float64,0x3fd9a811a9b35024,0x3fdf8fa68cc048e3,3
+np.float64,0x3fe078c68520f18d,0x3fe58aecc1f9649b,3
+np.float64,0xbfc6d5aa3a2dab54,0xbfc4e9ea84f3d73c,3
+np.float64,0xf9682007f2d04,0xf9682007f2d04,3
+np.float64,0x3fee54523dbca8a4,0x3ff947b826de81f4,3
+np.float64,0x80461e5d008c4,0x80461e5d008c4,3
+np.float64,0x3fdd6d12d5bada26,0x3fe2ade8dee2fa02,3
+np.float64,0x3fcd5f0dfd3abe18,0x3fd081d6cd25731d,3
+np.float64,0x7fa36475c826c8eb,0x7ff0000000000000,3
+np.float64,0xbfdf3ce052be79c0,0xbfd8b78baccfb908,3
+np.float64,0x7fcd890dd13b121b,0x7ff0000000000000,3
+np.float64,0x8000000000000001,0x8000000000000001,3
+np.float64,0x800ec0f4281d81e8,0x800ec0f4281d81e8,3
+np.float64,0xbfba960116352c00,0xbfb94085424496d9,3
+np.float64,0x3fdddedc9bbbbdb8,0x3fe30853fe4ef5ce,3
+np.float64,0x238092a847013,0x238092a847013,3
+np.float64,0xbfe38d4803271a90,0xbfdd429a955c46af,3
+np.float64,0xbfd4c9067329920c,0xbfd1bf6255ed91a4,3
+np.float64,0xbfbee213923dc428,0xbfbd17ce1bda6088,3
+np.float64,0xffd5a2d337ab45a6,0xbff0000000000000,3
+np.float64,0x7fe21bfcf82437f9,0x7ff0000000000000,3
+np.float64,0x3fe2a2714da544e3,0x3fe949594a74ea25,3
+np.float64,0x800e05cf8ebc0b9f,0x800e05cf8ebc0b9f,3
+np.float64,0x559a1526ab343,0x559a1526ab343,3
+np.float64,0xffe6a1b7906d436e,0xbff0000000000000,3
+np.float64,0xffef27d6253e4fab,0xbff0000000000000,3
+np.float64,0xbfe0f90ab0a1f216,0xbfda5828a1edde48,3
+np.float64,0x9675d2ab2cebb,0x9675d2ab2cebb,3
+np.float64,0xffee0f7eecfc1efd,0xbff0000000000000,3
+np.float64,0x2ec005625d801,0x2ec005625d801,3
+np.float64,0x7fde35ff14bc6bfd,0x7ff0000000000000,3
+np.float64,0xffe03f36d9e07e6d,0xbff0000000000000,3
+np.float64,0x7fe09ff7c4213fef,0x7ff0000000000000,3
+np.float64,0xffeac29dd1b5853b,0xbff0000000000000,3
+np.float64,0x3fb63120aa2c6241,0x3fb72ea3de98a853,3
+np.float64,0xffd079eb84a0f3d8,0xbff0000000000000,3
+np.float64,0xbfd3c2cc75a78598,0xbfd1005996880b3f,3
+np.float64,0x7fb80507ee300a0f,0x7ff0000000000000,3
+np.float64,0xffe8006105f000c1,0xbff0000000000000,3
+np.float64,0x8009138b0ab22716,0x8009138b0ab22716,3
+np.float64,0xbfd6dfb40b2dbf68,0xbfd33b8e4008e3b0,3
+np.float64,0xbfe7c2cf9bef859f,0xbfe0c55c807460df,3
+np.float64,0xbfe75fe4da6ebfca,0xbfe09600256d3b81,3
+np.float64,0xffd662fc73acc5f8,0xbff0000000000000,3
+np.float64,0x20b99dbc41735,0x20b99dbc41735,3
+np.float64,0x3fe10b38ade21671,0x3fe68229a9bbeefc,3
+np.float64,0x3743b99c6e878,0x3743b99c6e878,3
+np.float64,0xff9eb5ed903d6be0,0xbff0000000000000,3
+np.float64,0x3ff0000000000000,0x3ffb7e151628aed3,3
+np.float64,0xffb9e0569e33c0b0,0xbff0000000000000,3
+np.float64,0x7fd39c804fa73900,0x7ff0000000000000,3
+np.float64,0x3fe881ef67f103df,0x3ff269dd704b7129,3
+np.float64,0x1b6eb40236dd7,0x1b6eb40236dd7,3
+np.float64,0xbfe734ea432e69d4,0xbfe0813e6355d02f,3
+np.float64,0xffcf48f3743e91e8,0xbff0000000000000,3
+np.float64,0xffed10bcf6fa2179,0xbff0000000000000,3
+np.float64,0x3fef07723b7e0ee4,0x3ffa3156123f3c15,3
+np.float64,0xffe45c704aa8b8e0,0xbff0000000000000,3
+np.float64,0xb7b818d96f703,0xb7b818d96f703,3
+np.float64,0x42fcc04085f99,0x42fcc04085f99,3
+np.float64,0xbfda7ced01b4f9da,0xbfd5b0ce1e5524ae,3
+np.float64,0xbfe1e5963d63cb2c,0xbfdb6a87b6c09185,3
+np.float64,0x7fdfa18003bf42ff,0x7ff0000000000000,3
+np.float64,0xbfe3790a43e6f214,0xbfdd2c9a38b4f089,3
+np.float64,0xffe0ff5b9ae1feb6,0xbff0000000000000,3
+np.float64,0x80085a7d3110b4fb,0x80085a7d3110b4fb,3
+np.float64,0xffd6bfa6622d7f4c,0xbff0000000000000,3
+np.float64,0xbfef5ddc7cfebbb9,0xbfe3fe170521593e,3
+np.float64,0x3fc21773fa242ee8,0x3fc36ebda1f91a72,3
+np.float64,0x7fc04d98da209b31,0x7ff0000000000000,3
+np.float64,0xbfeba3b535b7476a,0xbfe282602e3c322e,3
+np.float64,0xffd41fb5c1a83f6c,0xbff0000000000000,3
+np.float64,0xf87d206df0fa4,0xf87d206df0fa4,3
+np.float64,0x800060946fc0c12a,0x800060946fc0c12a,3
+np.float64,0x3fe69d5f166d3abe,0x3ff06fdddcf4ca93,3
+np.float64,0x7fe9b5793b336af1,0x7ff0000000000000,3
+np.float64,0x7fe0dd4143e1ba82,0x7ff0000000000000,3
+np.float64,0xbfa8eaea3c31d5d0,0xbfa8522e397da3bd,3
+np.float64,0x119f0078233e1,0x119f0078233e1,3
+np.float64,0xbfd78a207aaf1440,0xbfd3b225bbf2ab4f,3
+np.float64,0xc66a6d4d8cd4e,0xc66a6d4d8cd4e,3
+np.float64,0xe7fc4b57cff8a,0xe7fc4b57cff8a,3
+np.float64,0x800883e8091107d0,0x800883e8091107d0,3
+np.float64,0x3fa6520c842ca419,0x3fa6d06e1041743a,3
+np.float64,0x3fa563182c2ac630,0x3fa5d70e27a84c97,3
+np.float64,0xe6a30b61cd462,0xe6a30b61cd462,3
+np.float64,0x3fee85dac37d0bb6,0x3ff987cfa41a9778,3
+np.float64,0x3fe8f621db71ec44,0x3ff2e7b768a2e9d0,3
+np.float64,0x800f231d861e463b,0x800f231d861e463b,3
+np.float64,0xbfe22eb07c645d61,0xbfdbbdbb853ab4c6,3
+np.float64,0x7fd2dda2dea5bb45,0x7ff0000000000000,3
+np.float64,0xbfd09b79a0a136f4,0xbfcd4147606ffd27,3
+np.float64,0xca039cc394074,0xca039cc394074,3
+np.float64,0x8000000000000000,0x8000000000000000,3
+np.float64,0xcb34575d9668b,0xcb34575d9668b,3
+np.float64,0x3fea62c1f3f4c584,0x3ff47e6dc67ec89f,3
+np.float64,0x7fe544c8606a8990,0x7ff0000000000000,3
+np.float64,0xffe0a980c4615301,0xbff0000000000000,3
+np.float64,0x3fdd67d5f8bacfac,0x3fe2a9c3421830f1,3
+np.float64,0xffe41d3dda283a7b,0xbff0000000000000,3
+np.float64,0xffeed59e5ffdab3c,0xbff0000000000000,3
+np.float64,0xffeeae8326fd5d05,0xbff0000000000000,3
+np.float64,0x800d70b4fa7ae16a,0x800d70b4fa7ae16a,3
+np.float64,0xffec932e6839265c,0xbff0000000000000,3
+np.float64,0xee30b185dc616,0xee30b185dc616,3
+np.float64,0x7fc3cf4397279e86,0x7ff0000000000000,3
+np.float64,0xbfeab34f1875669e,0xbfe21b868229de7d,3
+np.float64,0xf45f5f7de8bec,0xf45f5f7de8bec,3
+np.float64,0x3fad2c4b203a5896,0x3fae0528b568f3cf,3
+np.float64,0xbfe2479543e48f2a,0xbfdbd9e57cf64028,3
+np.float64,0x3fd41a1473283429,0x3fd79df2bc60debb,3
+np.float64,0x3febb5155ef76a2a,0x3ff608585afd698b,3
+np.float64,0xffe21f5303e43ea6,0xbff0000000000000,3
+np.float64,0x7fe9ef390833de71,0x7ff0000000000000,3
+np.float64,0xffe8ee873d71dd0e,0xbff0000000000000,3
+np.float64,0x7fd7cbc55e2f978a,0x7ff0000000000000,3
+np.float64,0x80081f9080d03f21,0x80081f9080d03f21,3
+np.float64,0x7fecbafc8b3975f8,0x7ff0000000000000,3
+np.float64,0x800b6c4b0b16d896,0x800b6c4b0b16d896,3
+np.float64,0xbfaa0fc2d4341f80,0xbfa968cdf32b98ad,3
+np.float64,0x3fec79fe4078f3fc,0x3ff6f5361a4a5d93,3
+np.float64,0xbfb14b79de2296f0,0xbfb0b93b75ecec11,3
+np.float64,0x800009d084c013a2,0x800009d084c013a2,3
+np.float64,0x4a4cdfe29499d,0x4a4cdfe29499d,3
+np.float64,0xbfe721c2d56e4386,0xbfe077f541987d76,3
+np.float64,0x3e5f539e7cbeb,0x3e5f539e7cbeb,3
+np.float64,0x3fd23f044c247e09,0x3fd51ceafcdd64aa,3
+np.float64,0x3fc70785b02e0f0b,0x3fc93b2a37eb342a,3
+np.float64,0xbfe7ab4ec7af569e,0xbfe0ba28eecbf6b0,3
+np.float64,0x800c1d4134583a83,0x800c1d4134583a83,3
+np.float64,0xffd9a73070334e60,0xbff0000000000000,3
+np.float64,0x68a4bf24d1499,0x68a4bf24d1499,3
+np.float64,0x7feba9d9507753b2,0x7ff0000000000000,3
+np.float64,0xbfe9d747db73ae90,0xbfe1bab53d932010,3
+np.float64,0x800a9a4aed953496,0x800a9a4aed953496,3
+np.float64,0xffcb89b0ad371360,0xbff0000000000000,3
+np.float64,0xbfc62388b82c4710,0xbfc4547be442a38c,3
+np.float64,0x800a006d187400db,0x800a006d187400db,3
+np.float64,0x3fcef2fbd33de5f8,0x3fd18177b2150148,3
+np.float64,0x8000b74e3da16e9d,0x8000b74e3da16e9d,3
+np.float64,0x25be536e4b7cb,0x25be536e4b7cb,3
+np.float64,0x3fa86e189430dc31,0x3fa905b4684c9f01,3
+np.float64,0xa7584b114eb0a,0xa7584b114eb0a,3
+np.float64,0x800331133c866227,0x800331133c866227,3
+np.float64,0x3fb52b48142a5690,0x3fb611a6f6e7c664,3
+np.float64,0x3fe825797cf04af2,0x3ff206fd60e98116,3
+np.float64,0x3fd0bec4e5217d8a,0x3fd323db3ffd59b2,3
+np.float64,0x907b43a120f7,0x907b43a120f7,3
+np.float64,0x3fed31eb1d3a63d6,0x3ff7d7a91c6930a4,3
+np.float64,0x7f97a13d782f427a,0x7ff0000000000000,3
+np.float64,0xffc7121a702e2434,0xbff0000000000000,3
+np.float64,0xbfe8bb4cbbf1769a,0xbfe139d7f46f1fb1,3
+np.float64,0xbfe3593cc5a6b27a,0xbfdd09ec91d6cd48,3
+np.float64,0x7fcff218ff9ff,0x7fcff218ff9ff,3
+np.float64,0x3fe73651d4ae6ca4,0x3ff10c5c1d21d127,3
+np.float64,0x80054e396eaa9c74,0x80054e396eaa9c74,3
+np.float64,0x3fe527d5f9aa4fac,0x3fedfb7743db9b53,3
+np.float64,0x7fec6f28c5f8de51,0x7ff0000000000000,3
+np.float64,0x3fcd2bbff53a5780,0x3fd061987416b49b,3
+np.float64,0xffd1f0046423e008,0xbff0000000000000,3
+np.float64,0x80034d97fac69b31,0x80034d97fac69b31,3
+np.float64,0x3faa803f14350080,0x3fab32e3f8073be4,3
+np.float64,0x3fcf8da0163f1b40,0x3fd1e42ba2354c8e,3
+np.float64,0x3fd573c2632ae785,0x3fd97c37609d18d7,3
+np.float64,0x7f922960482452c0,0x7ff0000000000000,3
+np.float64,0x800ebd0c5d3d7a19,0x800ebd0c5d3d7a19,3
+np.float64,0xbfee63b7807cc76f,0xbfe39ec7981035db,3
+np.float64,0xffdc023f8e380480,0xbff0000000000000,3
+np.float64,0x3fe3ffa02c67ff40,0x3febc7f8b900ceba,3
+np.float64,0x36c508b86d8a2,0x36c508b86d8a2,3
+np.float64,0x3fc9fbb0f133f760,0x3fcccee9f6ba801c,3
+np.float64,0x3fd75c1d5faeb83b,0x3fdc3150f9eff99e,3
+np.float64,0x3fe9a8d907b351b2,0x3ff3accc78a31df8,3
+np.float64,0x3fdd8fdcafbb1fb8,0x3fe2c97c97757994,3
+np.float64,0x3fb10c34ca22186a,0x3fb1a0cc42c76b86,3
+np.float64,0xbff0000000000000,0xbfe43a54e4e98864,3
+np.float64,0xffd046aefda08d5e,0xbff0000000000000,3
+np.float64,0x80067989758cf314,0x80067989758cf314,3
+np.float64,0x3fee9d77763d3aef,0x3ff9a67ff0841ba5,3
+np.float64,0xffe4d3cbf8e9a798,0xbff0000000000000,3
+np.float64,0x800f9cab273f3956,0x800f9cab273f3956,3
+np.float64,0x800a5c84f9f4b90a,0x800a5c84f9f4b90a,3
+np.float64,0x4fd377009fa8,0x4fd377009fa8,3
+np.float64,0xbfe7ba26af6f744e,0xbfe0c13ce45d6f95,3
+np.float64,0x609c8a86c1392,0x609c8a86c1392,3
+np.float64,0x7fe4d0296ea9a052,0x7ff0000000000000,3
+np.float64,0x59847bccb3090,0x59847bccb3090,3
+np.float64,0xbfdf944157bf2882,0xbfd8ed092bacad43,3
+np.float64,0xbfe7560a632eac15,0xbfe091405ec34973,3
+np.float64,0x3fea0699f4340d34,0x3ff415eb72089230,3
+np.float64,0x800a5533f374aa68,0x800a5533f374aa68,3
+np.float64,0xbf8e8cdb103d19c0,0xbf8e52cffcb83774,3
+np.float64,0x3fe87d9e52f0fb3d,0x3ff2653952344b81,3
+np.float64,0x7fca3950f73472a1,0x7ff0000000000000,3
+np.float64,0xffd5d1068aaba20e,0xbff0000000000000,3
+np.float64,0x3fd1a5f169a34be4,0x3fd4524b6ef17f91,3
+np.float64,0x3fdc4b95a8b8972c,0x3fe1caafd8652bf7,3
+np.float64,0x3fe333f65a6667ed,0x3fea502fb1f8a578,3
+np.float64,0xbfc117aaac222f54,0xbfc00018a4b84b6e,3
+np.float64,0x7fecf2efdf39e5df,0x7ff0000000000000,3
+np.float64,0x4e99d83e9d33c,0x4e99d83e9d33c,3
+np.float64,0x800d18937bda3127,0x800d18937bda3127,3
+np.float64,0x3fd6c67778ad8cef,0x3fdb5aba70a3ea9e,3
+np.float64,0x3fdbb71770b76e2f,0x3fe157ae8da20bc5,3
+np.float64,0xbfe9faf6ebf3f5ee,0xbfe1ca963d83f17f,3
+np.float64,0x80038850ac0710a2,0x80038850ac0710a2,3
+np.float64,0x8006beb72f8d7d6f,0x8006beb72f8d7d6f,3
+np.float64,0x3feead67bffd5acf,0x3ff9bb43e8b15e2f,3
+np.float64,0xbfd1174b89222e98,0xbfcdff9972799907,3
+np.float64,0x7fee2c077cfc580e,0x7ff0000000000000,3
+np.float64,0xbfbdbd904e3b7b20,0xbfbc13f4916ed466,3
+np.float64,0xffee47b8fe3c8f71,0xbff0000000000000,3
+np.float64,0xffd161884222c310,0xbff0000000000000,3
+np.float64,0xbfd42f27c4a85e50,0xbfd14fa8d67ba5ee,3
+np.float64,0x7fefffffffffffff,0x7ff0000000000000,3
+np.float64,0x8008151791b02a30,0x8008151791b02a30,3
+np.float64,0xbfba79029234f208,0xbfb926616cf41755,3
+np.float64,0x8004c486be29890e,0x8004c486be29890e,3
+np.float64,0x7fe5325a252a64b3,0x7ff0000000000000,3
+np.float64,0x5a880f04b5103,0x5a880f04b5103,3
+np.float64,0xbfe6f4b7702de96f,0xbfe06209002dd72c,3
+np.float64,0xbfdf8b3739bf166e,0xbfd8e783efe3c30f,3
+np.float64,0xbfe32571c8e64ae4,0xbfdcd128b9aa49a1,3
+np.float64,0xbfe97c98c172f932,0xbfe1920ac0fc040f,3
+np.float64,0x3fd0b513a2a16a28,0x3fd31744e3a1bf0a,3
+np.float64,0xffe3ab70832756e0,0xbff0000000000000,3
+np.float64,0x80030f055ce61e0b,0x80030f055ce61e0b,3
+np.float64,0xffd5f3b21b2be764,0xbff0000000000000,3
+np.float64,0x800c1f2d6c783e5b,0x800c1f2d6c783e5b,3
+np.float64,0x80075f4f148ebe9f,0x80075f4f148ebe9f,3
+np.float64,0xbfa5a046f42b4090,0xbfa52cfbf8992256,3
+np.float64,0xffd6702583ace04c,0xbff0000000000000,3
+np.float64,0x800dc0a5cf1b814c,0x800dc0a5cf1b814c,3
+np.float64,0x14f2203a29e45,0x14f2203a29e45,3
+np.float64,0x800421a40ee84349,0x800421a40ee84349,3
+np.float64,0xbfea7c279df4f84f,0xbfe2037fff3ed877,3
+np.float64,0xbfe9b41ddcf3683c,0xbfe1aafe18a44bf8,3
+np.float64,0xffe7b037022f606e,0xbff0000000000000,3
+np.float64,0x800bafb648775f6d,0x800bafb648775f6d,3
+np.float64,0x800b81681d5702d1,0x800b81681d5702d1,3
+np.float64,0x3fe29f8dc8653f1c,0x3fe9442da1c32c6b,3
+np.float64,0xffef9a05dc7f340b,0xbff0000000000000,3
+np.float64,0x800c8c65a65918cb,0x800c8c65a65918cb,3
+np.float64,0xffe99df0d5f33be1,0xbff0000000000000,3
+np.float64,0x9afeb22535fd7,0x9afeb22535fd7,3
+np.float64,0x7fc620dd822c41ba,0x7ff0000000000000,3
+np.float64,0x29c2cdf25385b,0x29c2cdf25385b,3
+np.float64,0x2d92284e5b246,0x2d92284e5b246,3
+np.float64,0xffc794aa942f2954,0xbff0000000000000,3
+np.float64,0xbfe7ed907eafdb21,0xbfe0d9a7b1442497,3
+np.float64,0xbfd4e0d4aea9c1aa,0xbfd1d09366dba2a7,3
+np.float64,0xa70412c34e083,0xa70412c34e083,3
+np.float64,0x41dc0ee083b9,0x41dc0ee083b9,3
+np.float64,0x8000ece20da1d9c5,0x8000ece20da1d9c5,3
+np.float64,0x3fdf3dae103e7b5c,0x3fe42314bf826bc5,3
+np.float64,0x3fe972533c72e4a6,0x3ff3703761e70f04,3
+np.float64,0xffba1d2b82343a58,0xbff0000000000000,3
+np.float64,0xe0086c83c010e,0xe0086c83c010e,3
+np.float64,0x3fe6fb0dde6df61c,0x3ff0cf5fae01aa08,3
+np.float64,0x3fcfaf057e3f5e0b,0x3fd1f98c1fd20139,3
+np.float64,0xbfdca19d9239433c,0xbfd7158745192ca9,3
+np.float64,0xffb17f394e22fe70,0xbff0000000000000,3
+np.float64,0x7fe40f05c7681e0b,0x7ff0000000000000,3
+np.float64,0x800b3c575d5678af,0x800b3c575d5678af,3
+np.float64,0x7fa4ab20ac295640,0x7ff0000000000000,3
+np.float64,0xbfd2fff4f6a5ffea,0xbfd07069bb50e1a6,3
+np.float64,0xbfef81b9147f0372,0xbfe40b845a749787,3
+np.float64,0x7fd7400e54ae801c,0x7ff0000000000000,3
+np.float64,0x3fd4401a17a88034,0x3fd7d20fb76a4f3d,3
+np.float64,0xbfd3e907fd27d210,0xbfd11c64b7577fc5,3
+np.float64,0x7fe34bed9ae697da,0x7ff0000000000000,3
+np.float64,0x80039119c0472234,0x80039119c0472234,3
+np.float64,0xbfe2e36ac565c6d6,0xbfdc88454ee997b3,3
+np.float64,0xbfec57204478ae40,0xbfe2cd3183de1d2d,3
+np.float64,0x7fed7e2a12fafc53,0x7ff0000000000000,3
+np.float64,0x7fd5c5fa7d2b8bf4,0x7ff0000000000000,3
+np.float64,0x3fdcf368d6b9e6d0,0x3fe24decce1ebd35,3
+np.float64,0xbfe0ebfcf2e1d7fa,0xbfda48c9247ae8cf,3
+np.float64,0xbfe10dbea2e21b7e,0xbfda707d68b59674,3
+np.float64,0xbfdf201b6ebe4036,0xbfd8a5df27742fdf,3
+np.float64,0xffe16555be62caab,0xbff0000000000000,3
+np.float64,0xffc23a5db22474bc,0xbff0000000000000,3
+np.float64,0xffe1cbb3f8a39768,0xbff0000000000000,3
+np.float64,0x8007b823be0f7048,0x8007b823be0f7048,3
+np.float64,0xbfa5d1f3042ba3e0,0xbfa55c97cd77bf6e,3
+np.float64,0xbfe316a074662d41,0xbfdcc0da4e7334d0,3
+np.float64,0xbfdfab2bf2bf5658,0xbfd8fb046b88b51f,3
+np.float64,0xfacc9dabf5994,0xfacc9dabf5994,3
+np.float64,0xffe7e420a4efc841,0xbff0000000000000,3
+np.float64,0x800bb986cd57730e,0x800bb986cd57730e,3
+np.float64,0xbfe314fa38e629f4,0xbfdcbf09302c3bf5,3
+np.float64,0x7fc56b17772ad62e,0x7ff0000000000000,3
+np.float64,0x8006a87d54ad50fb,0x8006a87d54ad50fb,3
+np.float64,0xbfe6633e4a6cc67c,0xbfe01a67c3b3ff32,3
+np.float64,0x3fe0ff56eb21feae,0x3fe66df01defb0fb,3
+np.float64,0xffc369cfc126d3a0,0xbff0000000000000,3
+np.float64,0x7fe8775d9a30eeba,0x7ff0000000000000,3
+np.float64,0x3fb53db13e2a7b60,0x3fb625a7279cdac3,3
+np.float64,0xffee76e7e6fcedcf,0xbff0000000000000,3
+np.float64,0xb45595b568ab3,0xb45595b568ab3,3
+np.float64,0xffa09a1d50213440,0xbff0000000000000,3
+np.float64,0x7d11dc16fa23c,0x7d11dc16fa23c,3
+np.float64,0x7fd4cc2928299851,0x7ff0000000000000,3
+np.float64,0x6a30e0ead461d,0x6a30e0ead461d,3
+np.float64,0x7fd3ee735a27dce6,0x7ff0000000000000,3
+np.float64,0x8008d7084b31ae11,0x8008d7084b31ae11,3
+np.float64,0x3fe469353fe8d26a,0x3fec8e7e2df38590,3
+np.float64,0x3fcecef2743d9de5,0x3fd16a888b715dfd,3
+np.float64,0x460130d68c027,0x460130d68c027,3
+np.float64,0xbfd76510c62eca22,0xbfd398766b741d6e,3
+np.float64,0x800ec88c2a5d9118,0x800ec88c2a5d9118,3
+np.float64,0x3fac969c6c392d40,0x3fad66ca6a1e583c,3
+np.float64,0x3fe5c616bf6b8c2e,0x3fef30f931e8dde5,3
+np.float64,0xb4cb6cd56996e,0xb4cb6cd56996e,3
+np.float64,0xffc3eacf8827d5a0,0xbff0000000000000,3
+np.float64,0x3fe1ceaf60e39d5f,0x3fe7d31e0a627cf9,3
+np.float64,0xffea69b42ff4d368,0xbff0000000000000,3
+np.float64,0x800ff8aef99ff15e,0x800ff8aef99ff15e,3
+np.float64,0x6c3953f0d872b,0x6c3953f0d872b,3
+np.float64,0x8007ca5a0d0f94b5,0x8007ca5a0d0f94b5,3
+np.float64,0x800993ce3ad3279d,0x800993ce3ad3279d,3
+np.float64,0x3fe5a4d1516b49a2,0x3feeef67b22ac65b,3
+np.float64,0x8003d7512a67aea3,0x8003d7512a67aea3,3
+np.float64,0x33864430670c9,0x33864430670c9,3
+np.float64,0xbfdbf477e3b7e8f0,0xbfd6a63f1b36f424,3
+np.float64,0x3fb5da92582bb525,0x3fb6d04ef1a1d31a,3
+np.float64,0xe38aae71c7156,0xe38aae71c7156,3
+np.float64,0x3fcaf5590a35eab2,0x3fce01ed6eb6188e,3
+np.float64,0x800deba9b05bd754,0x800deba9b05bd754,3
+np.float64,0x7fee0cde287c19bb,0x7ff0000000000000,3
+np.float64,0xbfe0c2ae70e1855d,0xbfda17fa64d84fcf,3
+np.float64,0x518618faa30c4,0x518618faa30c4,3
+np.float64,0xbfeb4c49b8769894,0xbfe25d52cd7e529f,3
+np.float64,0xbfeb3aa21b367544,0xbfe255cae1df4cfd,3
+np.float64,0xffd23f1c5d247e38,0xbff0000000000000,3
+np.float64,0xff9a75132034ea20,0xbff0000000000000,3
+np.float64,0xbfef9d96307f3b2c,0xbfe415e8b6ce0e50,3
+np.float64,0x8004046f2f0808df,0x8004046f2f0808df,3
+np.float64,0x3fe15871aea2b0e3,0x3fe706532ea5c770,3
+np.float64,0x7fd86b1576b0d62a,0x7ff0000000000000,3
+np.float64,0xbfc240a5c724814c,0xbfc102c7971ca455,3
+np.float64,0xffd8ea670bb1d4ce,0xbff0000000000000,3
+np.float64,0xbfeb1ddd1ff63bba,0xbfe2497c4e27bb8e,3
+np.float64,0x3fcd47e0a33a8fc1,0x3fd0734444150d83,3
+np.float64,0xe00b6a65c016e,0xe00b6a65c016e,3
+np.float64,0xbfc7d582142fab04,0xbfc5bf1fbe755a4c,3
+np.float64,0x8cc91ca11993,0x8cc91ca11993,3
+np.float64,0x7fdbc530e3b78a61,0x7ff0000000000000,3
+np.float64,0x7fee437522bc86e9,0x7ff0000000000000,3
+np.float64,0xffe9e09ae2b3c135,0xbff0000000000000,3
+np.float64,0x8002841cada5083a,0x8002841cada5083a,3
+np.float64,0x3fd6b485f8ad690c,0x3fdb412135932699,3
+np.float64,0x80070e8d0b0e1d1b,0x80070e8d0b0e1d1b,3
+np.float64,0x7fed5df165babbe2,0x7ff0000000000000,3
+np.float64,0x7ff4000000000000,0x7ffc000000000000,3
+np.float64,0x7fe99d08cd333a11,0x7ff0000000000000,3
+np.float64,0xdfff4201bfff,0xdfff4201bfff,3
+np.float64,0x800ccf7aaf999ef6,0x800ccf7aaf999ef6,3
+np.float64,0x3fddb05aad3b60b5,0x3fe2e34bdd1dd9d5,3
+np.float64,0xbfe5e1c60e6bc38c,0xbfdfb3275cc1675f,3
+np.float64,0x8004fe674269fccf,0x8004fe674269fccf,3
+np.float64,0x7fe9280363325006,0x7ff0000000000000,3
+np.float64,0xf605b9f1ec0b7,0xf605b9f1ec0b7,3
+np.float64,0x800c7c214018f843,0x800c7c214018f843,3
+np.float64,0x7fd97eb6b9b2fd6c,0x7ff0000000000000,3
+np.float64,0x7fd03f8fb6207f1e,0x7ff0000000000000,3
+np.float64,0x7fc526b64d2a4d6c,0x7ff0000000000000,3
+np.float64,0xbfef1a7c42fe34f9,0xbfe3e4b4399e0fcf,3
+np.float64,0xffdde10a2fbbc214,0xbff0000000000000,3
+np.float64,0xbfdd274f72ba4e9e,0xbfd76aa73788863c,3
+np.float64,0xbfecf7f77af9efef,0xbfe30ee2ae03fed1,3
+np.float64,0xffde709322bce126,0xbff0000000000000,3
+np.float64,0x268b5dac4d16d,0x268b5dac4d16d,3
+np.float64,0x8005c099606b8134,0x8005c099606b8134,3
+np.float64,0xffcf54c1593ea984,0xbff0000000000000,3
+np.float64,0xbfee9b8ebabd371d,0xbfe3b44f2663139d,3
+np.float64,0x3faf0330643e0661,0x3faff88fab74b447,3
+np.float64,0x7fe1c6011be38c01,0x7ff0000000000000,3
+np.float64,0xbfe9d58053b3ab01,0xbfe1b9ea12242485,3
+np.float64,0xbfe15a80fee2b502,0xbfdaca2aa7d1231a,3
+np.float64,0x7fe0d766d8a1aecd,0x7ff0000000000000,3
+np.float64,0x800f65e6a21ecbcd,0x800f65e6a21ecbcd,3
+np.float64,0x7fc85e45a530bc8a,0x7ff0000000000000,3
+np.float64,0x3fcc240e5438481d,0x3fcf7954fc080ac3,3
+np.float64,0xffddd49da2bba93c,0xbff0000000000000,3
+np.float64,0x1376f36c26edf,0x1376f36c26edf,3
+np.float64,0x3feffb7af17ff6f6,0x3ffb77f0ead2f881,3
+np.float64,0x3fd9354ea9b26a9d,0x3fdee4e4c8db8239,3
+np.float64,0xffdf7beed4bef7de,0xbff0000000000000,3
+np.float64,0xbfdef256ecbde4ae,0xbfd889b0e213a019,3
+np.float64,0x800d78bd1e7af17a,0x800d78bd1e7af17a,3
+np.float64,0xb66d66276cdad,0xb66d66276cdad,3
+np.float64,0x7fd8f51138b1ea21,0x7ff0000000000000,3
+np.float64,0xffe8c9c302b19385,0xbff0000000000000,3
+np.float64,0x8000be4cf5417c9b,0x8000be4cf5417c9b,3
+np.float64,0xbfe2293a25645274,0xbfdbb78a8c547c68,3
+np.float64,0xce8392c19d08,0xce8392c19d08,3
+np.float64,0xbfe075736b60eae7,0xbfd9bc0f6e34a283,3
+np.float64,0xbfe8d6fe6a71adfd,0xbfe1469ba80b4915,3
+np.float64,0xffe0c7993fa18f32,0xbff0000000000000,3
+np.float64,0x3fce5210fd3ca422,0x3fd11b40a1270a95,3
+np.float64,0x6c0534a8d80a7,0x6c0534a8d80a7,3
+np.float64,0x23c1823647831,0x23c1823647831,3
+np.float64,0x3fc901253732024a,0x3fcb9d264accb07c,3
+np.float64,0x3fe42b8997685714,0x3fec1a39e207b6e4,3
+np.float64,0x3fec4fd00fb89fa0,0x3ff6c1fdd0c262c8,3
+np.float64,0x8007b333caaf6668,0x8007b333caaf6668,3
+np.float64,0x800f9275141f24ea,0x800f9275141f24ea,3
+np.float64,0xffbba361a23746c0,0xbff0000000000000,3
+np.float64,0xbfee4effa9fc9dff,0xbfe396c11d0cd524,3
+np.float64,0x3e47e84c7c8fe,0x3e47e84c7c8fe,3
+np.float64,0x3fe80eb7b1301d6f,0x3ff1eed318a00153,3
+np.float64,0x7fd3f4c5b4a7e98a,0x7ff0000000000000,3
+np.float64,0x158abab02b158,0x158abab02b158,3
+np.float64,0x1,0x1,3
+np.float64,0x1f1797883e2f4,0x1f1797883e2f4,3
+np.float64,0x3feec055d03d80ac,0x3ff9d3fb0394de33,3
+np.float64,0x8010000000000000,0x8010000000000000,3
+np.float64,0xbfd070860ea0e10c,0xbfccfeec2828efef,3
+np.float64,0x80015c8b3e82b917,0x80015c8b3e82b917,3
+np.float64,0xffef9956d9ff32ad,0xbff0000000000000,3
+np.float64,0x7fe7f087dd2fe10f,0x7ff0000000000000,3
+np.float64,0x8002e7718665cee4,0x8002e7718665cee4,3
+np.float64,0x3fdfb9adb2bf735c,0x3fe4887a86214c1e,3
+np.float64,0xffc7747dfb2ee8fc,0xbff0000000000000,3
+np.float64,0x3fec309bb5386137,0x3ff69c44e1738547,3
+np.float64,0xffdbe2bf9ab7c580,0xbff0000000000000,3
+np.float64,0xbfe6a274daed44ea,0xbfe039aff2be9d48,3
+np.float64,0x7fd5a4e4efab49c9,0x7ff0000000000000,3
+np.float64,0xffbe6aaeb03cd560,0xbff0000000000000,3

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/data/umath-validation-set-log10.csv

@@ -0,0 +1,1629 @@
+dtype,input,output,ulperrortol
+np.float32,0x3f6fd5c8,0xbce80e8e,4
+np.float32,0x3ea4ab17,0xbefc3deb,4
+np.float32,0x3e87a133,0xbf13b0b7,4
+np.float32,0x3f0d9069,0xbe83bb19,4
+np.float32,0x3f7b9269,0xbbf84f47,4
+np.float32,0x3f7a9ffa,0xbc16fd97,4
+np.float32,0x7f535d34,0x4219cb66,4
+np.float32,0x3e79ad7c,0xbf1ce857,4
+np.float32,0x7e8bfd3b,0x4217dfe9,4
+np.float32,0x3f2d2ee9,0xbe2dcec6,4
+np.float32,0x572e04,0xc21862e4,4
+np.float32,0x7f36f8,0xc217bad5,4
+np.float32,0x3f7982fb,0xbc36aaed,4
+np.float32,0x45b019,0xc218c67c,4
+np.float32,0x3f521c46,0xbdafb3e3,4
+np.float32,0x80000001,0x7fc00000,4
+np.float32,0x3f336c81,0xbe1e107f,4
+np.float32,0x3eac92d7,0xbef1d0bb,4
+np.float32,0x47bdfc,0xc218b990,4
+np.float32,0x7f2d94c8,0x421973d1,4
+np.float32,0x7d53ff8d,0x4214fbb6,4
+np.float32,0x3f581e4e,0xbd96a079,4
+np.float32,0x7ddaf20d,0x42163e4e,4
+np.float32,0x3f341d3c,0xbe1c5b4c,4
+np.float32,0x7ef04ba9,0x4218d032,4
+np.float32,0x620ed2,0xc2182e99,4
+np.float32,0x507850,0xc2188682,4
+np.float32,0x7d08f9,0xc217c284,4
+np.float32,0x7f0cf2aa,0x42191734,4
+np.float32,0x3f109a17,0xbe7e04fe,4
+np.float32,0x7f426152,0x4219a625,4
+np.float32,0x7f32d5a3,0x42198113,4
+np.float32,0x2e14b2,0xc2197e6f,4
+np.float32,0x3a5acd,0xc219156a,4
+np.float32,0x50a565,0xc2188589,4
+np.float32,0x5b751c,0xc2184d97,4
+np.float32,0x7e4149f6,0x42173b22,4
+np.float32,0x3dc34bf9,0xbf82a42a,4
+np.float32,0x3d12bc28,0xbfb910d6,4
+np.float32,0x7ebd2584,0x421865c1,4
+np.float32,0x7f6b3375,0x4219faeb,4
+np.float32,0x7fa00000,0x7fe00000,4
+np.float32,0x3f35fe7d,0xbe17bd33,4
+np.float32,0x7db45c87,0x4215e818,4
+np.float32,0x3efff366,0xbe9a2b8d,4
+np.float32,0x3eb331d0,0xbee971a3,4
+np.float32,0x3f259d5f,0xbe41ae2e,4
+np.float32,0x3eab85ec,0xbef32c4a,4
+np.float32,0x7f194b8a,0x42193c8c,4
+np.float32,0x3f11a614,0xbe7acfc7,4
+np.float32,0x5b17,0xc221f16b,4
+np.float32,0x3f33dadc,0xbe1cff4d,4
+np.float32,0x3cda1506,0xbfc9920f,4
+np.float32,0x3f6856f1,0xbd2c8290,4
+np.float32,0x7f3357fb,0x42198257,4
+np.float32,0x7f56f329,0x4219d2e1,4
+np.float32,0x3ef84108,0xbea0f595,4
+np.float32,0x3f72340f,0xbcc51916,4
+np.float32,0x3daf28,0xc218fcbd,4
+np.float32,0x131035,0xc21b06f4,4
+np.float32,0x3f275c3b,0xbe3d0487,4
+np.float32,0x3ef06130,0xbea82069,4
+np.float32,0x3f57f3b0,0xbd974fef,4
+np.float32,0x7f6c4a78,0x4219fcfa,4
+np.float32,0x7e8421d0,0x4217c639,4
+np.float32,0x3f17a479,0xbe68e08e,4
+np.float32,0x7f03774e,0x4218f83b,4
+np.float32,0x441a33,0xc218d0b8,4
+np.float32,0x539158,0xc21875b6,4
+np.float32,0x3e8fcc75,0xbf0d3018,4
+np.float32,0x7ef74130,0x4218dce4,4
+np.float32,0x3ea6f4fa,0xbef92c38,4
+np.float32,0x7f3948ab,0x421990d5,4
+np.float32,0x7db6f8f5,0x4215ee7c,4
+np.float32,0x3ee44a2f,0xbeb399e5,4
+np.float32,0x156c59,0xc21ad30d,4
+np.float32,0x3f21ee53,0xbe4baf16,4
+np.float32,0x3f2c08f4,0xbe30c424,4
+np.float32,0x3f49885c,0xbdd4c6a9,4
+np.float32,0x3eae0b9c,0xbeefed54,4
+np.float32,0x1b5c1f,0xc21a6646,4
+np.float32,0x3e7330e2,0xbf1fd592,4
+np.float32,0x3ebbeb4c,0xbededf82,4
+np.float32,0x427154,0xc218dbb1,4
+np.float32,0x3f6b8b4b,0xbd142498,4
+np.float32,0x8e769,0xc21c5981,4
+np.float32,0x3e9db557,0xbf02ec1c,4
+np.float32,0x3f001bef,0xbe99f019,4
+np.float32,0x3e58b48c,0xbf2ca77a,4
+np.float32,0x3d46c16b,0xbfa8327c,4
+np.float32,0x7eeeb305,0x4218cd3b,4
+np.float32,0x3e3f163d,0xbf3aa446,4
+np.float32,0x3f66c872,0xbd3877d9,4
+np.float32,0x7f7162f8,0x421a0677,4
+np.float32,0x3edca3bc,0xbebb2e28,4
+np.float32,0x3dc1055b,0xbf834afa,4
+np.float32,0x12b16f,0xc21b0fad,4
+np.float32,0x3f733898,0xbcb62e16,4
+np.float32,0x3e617af8,0xbf283db0,4
+np.float32,0x7e86577a,0x4217cd99,4
+np.float32,0x3f0ba3c7,0xbe86c633,4
+np.float32,0x3f4cad25,0xbdc70247,4
+np.float32,0xb6cdf,0xc21bea9f,4
+np.float32,0x3f42971a,0xbdf3f49e,4
+np.float32,0x3e6ccad2,0xbf22cc78,4
+np.float32,0x7f2121b2,0x421952b8,4
+np.float32,0x3f6d3f55,0xbd075366,4
+np.float32,0x3f524f,0xc218f117,4
+np.float32,0x3e95b5d9,0xbf08b56a,4
+np.float32,0x7f6ae47d,0x4219fa56,4
+np.float32,0x267539,0xc219ceda,4
+np.float32,0x3ef72f6d,0xbea1eb2e,4
+np.float32,0x2100b2,0xc21a12e2,4
+np.float32,0x3d9777d1,0xbf90c4e7,4
+np.float32,0x44c6f5,0xc218cc56,4
+np.float32,0x7f2a613d,0x42196b8a,4
+np.float32,0x390a25,0xc2191f8d,4
+np.float32,0x3f1de5ad,0xbe56e703,4
+np.float32,0x2f59ce,0xc2197258,4
+np.float32,0x7f3b12a1,0x4219951b,4
+np.float32,0x3ecb66d4,0xbecd44ca,4
+np.float32,0x7e74ff,0xc217bd7d,4
+np.float32,0x7ed83f78,0x4218a14d,4
+np.float32,0x685994,0xc21812f1,4
+np.float32,0xbf800000,0x7fc00000,4
+np.float32,0x736f47,0xc217e60b,4
+np.float32,0x7f09c371,0x42190d0a,4
+np.float32,0x3f7ca51d,0xbbbbbce0,4
+np.float32,0x7f4b4d3b,0x4219ba1a,4
+np.float32,0x3f6c4471,0xbd0eb076,4
+np.float32,0xd944e,0xc21b9dcf,4
+np.float32,0x7cb06ffc,0x421375cd,4
+np.float32,0x586187,0xc2185cce,4
+np.float32,0x3f3cbf5b,0xbe078911,4
+np.float32,0x3f30b504,0xbe24d983,4
+np.float32,0x3f0a16ba,0xbe8941fd,4
+np.float32,0x5c43b0,0xc21849af,4
+np.float32,0x3dad74f6,0xbf893bd5,4
+np.float32,0x3c586958,0xbff087a6,4
+np.float32,0x3e8307a8,0xbf1786ba,4
+np.float32,0x7dcd1776,0x4216213d,4
+np.float32,0x3f44d107,0xbde9d662,4
+np.float32,0x3e2e6823,0xbf44cbec,4
+np.float32,0x3d87ea27,0xbf96caca,4
+np.float32,0x3e0c715b,0xbf5ce07e,4
+np.float32,0x7ec9cd5a,0x4218828e,4
+np.float32,0x3e26c0b4,0xbf49c93e,4
+np.float32,0x75b94e,0xc217dd50,4
+np.float32,0x3df7b9f5,0xbf6ad7f4,4
+np.float32,0x0,0xff800000,4
+np.float32,0x3f284795,0xbe3a94da,4
+np.float32,0x7ee49092,0x4218b9f0,4
+np.float32,0x7f4c20e0,0x4219bbe8,4
+np.float32,0x3efbbce8,0xbe9ddc4b,4
+np.float32,0x12274a,0xc21b1cb4,4
+np.float32,0x5fa1b1,0xc21839be,4
+np.float32,0x7f0b210e,0x4219116d,4
+np.float32,0x3f67092a,0xbd368545,4
+np.float32,0x3d572721,0xbfa3ca5b,4
+np.float32,0x3f7913ce,0xbc431028,4
+np.float32,0x3b0613,0xc2191059,4
+np.float32,0x3e1d16c0,0xbf506c6f,4
+np.float32,0xab130,0xc21c081d,4
+np.float32,0x3e23ac97,0xbf4bdb9d,4
+np.float32,0x7ef52368,0x4218d911,4
+np.float32,0x7f38e686,0x42198fe9,4
+np.float32,0x3f106a21,0xbe7e9897,4
+np.float32,0x3ecef8d5,0xbec96644,4
+np.float32,0x3ec37e02,0xbed61683,4
+np.float32,0x3efbd063,0xbe9dcb17,4
+np.float32,0x3f318fe3,0xbe22b402,4
+np.float32,0x7e5e5228,0x4217795d,4
+np.float32,0x72a046,0xc217e92c,4
+np.float32,0x7f6f970b,0x421a0324,4
+np.float32,0x3ed871b4,0xbebf72fb,4
+np.float32,0x7a2eaa,0xc217ccc8,4
+np.float32,0x3e819655,0xbf18c1d7,4
+np.float32,0x80800000,0x7fc00000,4
+np.float32,0x7eab0719,0x421838f9,4
+np.float32,0x7f0763cb,0x4219054f,4
+np.float32,0x3f191672,0xbe64a8af,4
+np.float32,0x7d4327,0xc217c1b6,4
+np.float32,0x3f724ba6,0xbcc3bea3,4
+np.float32,0x60fe06,0xc2183375,4
+np.float32,0x48cd59,0xc218b30b,4
+np.float32,0x3f7fec2b,0xb909d3f3,4
+np.float32,0x1c7bb9,0xc21a5460,4
+np.float32,0x24d8a8,0xc219e1e4,4
+np.float32,0x3e727c52,0xbf20283c,4
+np.float32,0x4bc460,0xc218a14a,4
+np.float32,0x63e313,0xc2182661,4
+np.float32,0x7f625581,0x4219e9d4,4
+np.float32,0x3eeb3e77,0xbeacedc0,4
+np.float32,0x7ef27a47,0x4218d437,4
+np.float32,0x27105a,0xc219c7e6,4
+np.float32,0x22a10b,0xc219fd7d,4
+np.float32,0x3f41e907,0xbdf711ab,4
+np.float32,0x7c1fbf95,0x4212155b,4
+np.float32,0x7e5acceb,0x42177244,4
+np.float32,0x3e0892fa,0xbf5ffb83,4
+np.float32,0x3ea0e51d,0xbf00b2c0,4
+np.float32,0x3e56fc29,0xbf2d8a51,4
+np.float32,0x7ee724ed,0x4218beed,4
+np.float32,0x7ebf142b,0x42186a46,4
+np.float32,0x7f6cf35c,0x4219fe37,4
+np.float32,0x3f11abf7,0xbe7abdcd,4
+np.float32,0x588d7a,0xc2185bf1,4
+np.float32,0x3f6e81d2,0xbcfbcf97,4
+np.float32,0x3f1b6be8,0xbe5dee2b,4
+np.float32,0x7f3815e0,0x42198df2,4
+np.float32,0x3f5bfc88,0xbd86d93d,4
+np.float32,0x3f3775d0,0xbe142bbc,4
+np.float32,0x78a958,0xc217d25a,4
+np.float32,0x2ff7c3,0xc2196c96,4
+np.float32,0x4b9c0,0xc21d733c,4
+np.float32,0x3ec025af,0xbed9ecf3,4
+np.float32,0x6443f0,0xc21824b3,4
+np.float32,0x3f754e28,0xbc97d299,4
+np.float32,0x3eaa91d3,0xbef4699d,4
+np.float32,0x3e5f2837,0xbf296478,4
+np.float32,0xe5676,0xc21b85a4,4
+np.float32,0x3f6859f2,0xbd2c6b90,4
+np.float32,0x3f68686b,0xbd2bfcc6,4
+np.float32,0x4b39b8,0xc218a47b,4
+np.float32,0x630ac4,0xc2182a28,4
+np.float32,0x160980,0xc21ac67d,4
+np.float32,0x3ed91c4d,0xbebec3fd,4
+np.float32,0x7ec27b0d,0x4218721f,4
+np.float32,0x3f3c0a5f,0xbe09344b,4
+np.float32,0x3dbff9c1,0xbf839841,4
+np.float32,0x7f0e8ea7,0x42191c40,4
+np.float32,0x3f36b162,0xbe1608e4,4
+np.float32,0x228bb3,0xc219fe90,4
+np.float32,0x2fdd30,0xc2196d8c,4
+np.float32,0x3e8fce8e,0xbf0d2e79,4
+np.float32,0x3f36acc7,0xbe16141a,4
+np.float32,0x7f44b51c,0x4219ab70,4
+np.float32,0x3ec3371c,0xbed66736,4
+np.float32,0x4388a2,0xc218d473,4
+np.float32,0x3f5aa6c3,0xbd8c4344,4
+np.float32,0x7f09fce4,0x42190dc3,4
+np.float32,0x7ed7854a,0x42189fce,4
+np.float32,0x7f4da83a,0x4219bf3a,4
+np.float32,0x3db8da28,0xbf85b25a,4
+np.float32,0x7f449686,0x4219ab2b,4
+np.float32,0x2eb25,0xc21e498c,4
+np.float32,0x3f2bcc08,0xbe3161bd,4
+np.float32,0x36c923,0xc219317b,4
+np.float32,0x3d52a866,0xbfa4f6d2,4
+np.float32,0x3f7d6688,0xbb913e4e,4
+np.float32,0x3f5a6ba4,0xbd8d33e3,4
+np.float32,0x719740,0xc217ed35,4
+np.float32,0x78a472,0xc217d26c,4
+np.float32,0x7ee33d0c,0x4218b759,4
+np.float32,0x7f668c1d,0x4219f208,4
+np.float32,0x3e29c600,0xbf47ca46,4
+np.float32,0x3f3cefc3,0xbe071712,4
+np.float32,0x3e224ebd,0xbf4cca41,4
+np.float32,0x7f1417be,0x42192d31,4
+np.float32,0x7f29d7d5,0x42196a23,4
+np.float32,0x3338ce,0xc2194f65,4
+np.float32,0x2a7897,0xc219a2b6,4
+np.float32,0x3d6bc3d8,0xbf9eb468,4
+np.float32,0x3f6bd7bf,0xbd11e392,4
+np.float32,0x7f6d26bf,0x4219fe98,4
+np.float32,0x3f52d378,0xbdacadb5,4
+np.float32,0x3efac453,0xbe9eb84a,4
+np.float32,0x3f692eb7,0xbd261184,4
+np.float32,0x3f6a0bb5,0xbd1f7ec1,4
+np.float32,0x3f037a49,0xbe942aa8,4
+np.float32,0x3f465bd4,0xbde2e530,4
+np.float32,0x7ef0f47b,0x4218d16a,4
+np.float32,0x637127,0xc218285e,4
+np.float32,0x3f41e511,0xbdf723d7,4
+np.float32,0x7f800000,0x7f800000,4
+np.float32,0x3f3342d5,0xbe1e77d5,4
+np.float32,0x7f57cfe6,0x4219d4a9,4
+np.float32,0x3e4358ed,0xbf3830a7,4
+np.float32,0x3ce25f15,0xbfc77f2b,4
+np.float32,0x7ed057e7,0x421890be,4
+np.float32,0x7ce154d9,0x4213e295,4
+np.float32,0x3ee91984,0xbeaef703,4
+np.float32,0x7e4e919c,0x421758af,4
+np.float32,0x6830e7,0xc218139e,4
+np.float32,0x3f12f08e,0xbe76e328,4
+np.float32,0x7f0a7a32,0x42190f56,4
+np.float32,0x7f38e,0xc21c8bd3,4
+np.float32,0x3e01def9,0xbf6593e3,4
+np.float32,0x3f5c8c6d,0xbd849432,4
+np.float32,0x3eed8747,0xbeaac7a3,4
+np.float32,0x3cadaa0e,0xbfd63b21,4
+np.float32,0x3f7532a9,0xbc996178,4
+np.float32,0x31f3ac,0xc2195a8f,4
+np.float32,0x3f0e0f97,0xbe82f3af,4
+np.float32,0x3f2a1f35,0xbe35bd3f,4
+np.float32,0x3f4547b2,0xbde7bebd,4
+np.float32,0x3f7988a6,0xbc36094c,4
+np.float32,0x74464c,0xc217e2d2,4
+np.float32,0x7f7518be,0x421a0d3f,4
+np.float32,0x7e97fa0a,0x42180473,4
+np.float32,0x584e3a,0xc2185d2f,4
+np.float32,0x3e7291f3,0xbf201e52,4
+np.float32,0xc0a05,0xc21bd359,4
+np.float32,0x3a3177,0xc21916a6,4
+np.float32,0x4f417f,0xc2188d45,4
+np.float32,0x263fce,0xc219d145,4
+np.float32,0x7e1d58,0xc217beb1,4
+np.float32,0x7f056af3,0x4218fec9,4
+np.float32,0x3f21c181,0xbe4c2a3f,4
+np.float32,0x7eca4956,0x4218839f,4
+np.float32,0x3e58afa8,0xbf2ca9fd,4
+np.float32,0x3f40d583,0xbdfc04ef,4
+np.float32,0x7f432fbb,0x4219a7fc,4
+np.float32,0x43aaa4,0xc218d393,4
+np.float32,0x7f2c9b62,0x42197150,4
+np.float32,0x5c3876,0xc21849e5,4
+np.float32,0x7f2034e8,0x42195029,4
+np.float32,0x7e5be772,0x42177481,4
+np.float32,0x80000000,0xff800000,4
+np.float32,0x3f5be03b,0xbd874bb0,4
+np.float32,0x3e32494f,0xbf4259be,4
+np.float32,0x3e1f4671,0xbf4ee30b,4
+np.float32,0x4606cc,0xc218c454,4
+np.float32,0x425cbc,0xc218dc3b,4
+np.float32,0x7dd9b8bf,0x42163bd0,4
+np.float32,0x3f0465d0,0xbe929db7,4
+np.float32,0x3f735077,0xbcb4d0fa,4
+np.float32,0x4d6a43,0xc21897b8,4
+np.float32,0x3e27d600,0xbf4910f5,4
+np.float32,0x3f06e0cc,0xbe8e7d24,4
+np.float32,0x3f3fd064,0xbe005e45,4
+np.float32,0x176f1,0xc21f7c2d,4
+np.float32,0x3eb64e6f,0xbee59d9c,4
+np.float32,0x7f0f075d,0x42191db8,4
+np.float32,0x3f718cbe,0xbcceb621,4
+np.float32,0x3ead7bda,0xbef0a54a,4
+np.float32,0x7f77c1a8,0x421a120c,4
+np.float32,0x3f6a79c5,0xbd1c3afd,4
+np.float32,0x3e992d1f,0xbf062a02,4
+np.float32,0x3e6f6335,0xbf219639,4
+np.float32,0x7f6d9a3e,0x4219ff70,4
+np.float32,0x557ed1,0xc2186b91,4
+np.float32,0x3f13a456,0xbe74c457,4
+np.float32,0x15c2dc,0xc21acc17,4
+np.float32,0x71f36f,0xc217ebcc,4
+np.float32,0x748dea,0xc217e1c1,4
+np.float32,0x7f0f32e0,0x42191e3f,4
+np.float32,0x5b1da8,0xc2184f41,4
+np.float32,0x3d865d3a,0xbf976e11,4
+np.float32,0x3f800000,0x0,4
+np.float32,0x7f67b56d,0x4219f444,4
+np.float32,0x6266a1,0xc2182d0c,4
+np.float32,0x3ec9c5e4,0xbecf0e6b,4
+np.float32,0x6a6a0e,0xc2180a3b,4
+np.float32,0x7e9db6fd,0x421814ef,4
+np.float32,0x3e7458f7,0xbf1f4e88,4
+np.float32,0x3ead8016,0xbef09fdc,4
+np.float32,0x3e263d1c,0xbf4a211e,4
+np.float32,0x7f6b3329,0x4219faeb,4
+np.float32,0x800000,0xc217b818,4
+np.float32,0x3f0654c7,0xbe8f6471,4
+np.float32,0x3f281b71,0xbe3b0990,4
+np.float32,0x7c4c8e,0xc217c524,4
+np.float32,0x7d113a87,0x4214537d,4
+np.float32,0x734b5f,0xc217e696,4
+np.float32,0x7f079d05,0x4219060b,4
+np.float32,0x3ee830b1,0xbeafd58b,4
+np.float32,0x3f1c3b8b,0xbe5b9d96,4
+np.float32,0x3f2bf0c6,0xbe3102aa,4
+np.float32,0x7ddffe22,0x42164871,4
+np.float32,0x3f1e58b4,0xbe55a37f,4
+np.float32,0x5f3edf,0xc2183b8a,4
+np.float32,0x7f1fb6ec,0x42194eca,4
+np.float32,0x3f78718e,0xbc55311e,4
+np.float32,0x3e574b7d,0xbf2d6152,4
+np.float32,0x7eab27c6,0x4218394e,4
+np.float32,0x7f34603c,0x421984e5,4
+np.float32,0x3f3a8b57,0xbe0cc1ca,4
+np.float32,0x3f744181,0xbca7134e,4
+np.float32,0x3f7e3bc4,0xbb45156b,4
+np.float32,0x93ab4,0xc21c498b,4
+np.float32,0x7ed5541e,0x42189b42,4
+np.float32,0x6bf8ec,0xc21803c4,4
+np.float32,0x757395,0xc217de58,4
+np.float32,0x7f177214,0x42193726,4
+np.float32,0x59935f,0xc21856d6,4
+np.float32,0x2cd9ba,0xc2198a78,4
+np.float32,0x3ef6fd5c,0xbea2183c,4
+np.float32,0x3ebb6c63,0xbedf75e0,4
+np.float32,0x7f43272c,0x4219a7e9,4
+np.float32,0x7f42e67d,0x4219a755,4
+np.float32,0x3f3f744f,0xbe0133f6,4
+np.float32,0x7f5fddaa,0x4219e4f4,4
+np.float32,0x3dc9874f,0xbf80e529,4
+np.float32,0x3f2efe64,0xbe292ec8,4
+np.float32,0x3e0406a6,0xbf63bf7c,4
+np.float32,0x3cdbb0aa,0xbfc92984,4
+np.float32,0x3e6597e7,0xbf263b30,4
+np.float32,0x3f0c1153,0xbe861807,4
+np.float32,0x7fce16,0xc217b8c6,4
+np.float32,0x3f5f4e5f,0xbd730dc6,4
+np.float32,0x3ed41ffa,0xbec3ee69,4
+np.float32,0x3f216c78,0xbe4d1446,4
+np.float32,0x3f123ed7,0xbe78fe4b,4
+np.float32,0x7f7e0ca9,0x421a1d34,4
+np.float32,0x7e318af4,0x42171558,4
+np.float32,0x7f1e1659,0x42194a3d,4
+np.float32,0x34d12a,0xc21941c2,4
+np.float32,0x3d9566ad,0xbf918870,4
+np.float32,0x3e799a47,0xbf1cf0e5,4
+np.float32,0x3e89dd6f,0xbf11df76,4
+np.float32,0x32f0d3,0xc21951d8,4
+np.float32,0x7e89d17e,0x4217d8f6,4
+np.float32,0x1f3b38,0xc21a2b6b,4
+np.float32,0x7ee9e060,0x4218c427,4
+np.float32,0x31a673,0xc2195d41,4
+np.float32,0x5180f1,0xc21880d5,4
+np.float32,0x3cd36f,0xc21902f8,4
+np.float32,0x3bb63004,0xc01050cb,4
+np.float32,0x3e8ee9d1,0xbf0ddfde,4
+np.float32,0x3d2a7da3,0xbfb0b970,4
+np.float32,0x3ea58107,0xbefb1dc3,4
+np.float32,0x7f6760b0,0x4219f3a2,4
+np.float32,0x7f7f9e08,0x421a1ff0,4
+np.float32,0x37e7f1,0xc219287b,4
+np.float32,0x3ef7eb53,0xbea14267,4
+np.float32,0x3e2eb581,0xbf449aa5,4
+np.float32,0x3da7671c,0xbf8b3568,4
+np.float32,0x7af36f7b,0x420f33ee,4
+np.float32,0x3eb3602c,0xbee93823,4
+np.float32,0x3f68bcff,0xbd2975de,4
+np.float32,0x3ea7cefb,0xbef80a9d,4
+np.float32,0x3f329689,0xbe202414,4
+np.float32,0x7f0c7c80,0x421915be,4
+np.float32,0x7f4739b8,0x4219b118,4
+np.float32,0x73af58,0xc217e515,4
+np.float32,0x7f13eb2a,0x42192cab,4
+np.float32,0x30f2d9,0xc2196395,4
+np.float32,0x7ea7066c,0x42182e71,4
+np.float32,0x669fec,0xc2181a5b,4
+np.float32,0x3f7d6876,0xbb90d1ef,4
+np.float32,0x3f08a4ef,0xbe8b9897,4
+np.float32,0x7f2a906c,0x42196c05,4
+np.float32,0x3ed3ca42,0xbec44856,4
+np.float32,0x9d27,0xc220fee2,4
+np.float32,0x3e4508a1,0xbf373c03,4
+np.float32,0x3e41f8de,0xbf38f9bb,4
+np.float32,0x3e912714,0xbf0c255b,4
+np.float32,0xff800000,0x7fc00000,4
+np.float32,0x7eefd13d,0x4218cf4f,4
+np.float32,0x3f491674,0xbdd6bded,4
+np.float32,0x3ef49512,0xbea445c9,4
+np.float32,0x3f045b79,0xbe92af15,4
+np.float32,0x3ef6c412,0xbea24bd5,4
+np.float32,0x3e6f3c28,0xbf21a85d,4
+np.float32,0x3ef71839,0xbea2000e,4
+np.float32,0x1,0xc23369f4,4
+np.float32,0x3e3fcfe4,0xbf3a3876,4
+np.float32,0x3e9d7a65,0xbf0315b2,4
+np.float32,0x20b7c4,0xc21a16bd,4
+np.float32,0x7f707b10,0x421a04cb,4
+np.float32,0x7fc00000,0x7fc00000,4
+np.float32,0x3f285ebd,0xbe3a57ac,4
+np.float32,0x74c9ea,0xc217e0dc,4
+np.float32,0x3f6501f2,0xbd4634ab,4
+np.float32,0x3f248959,0xbe4495cc,4
+np.float32,0x7e915ff0,0x4217f0b3,4
+np.float32,0x7edbb910,0x4218a864,4
+np.float32,0x3f7042dd,0xbce1bddb,4
+np.float32,0x6f08c9,0xc217f754,4
+np.float32,0x7f423993,0x4219a5ca,4
+np.float32,0x3f125704,0xbe78b4cd,4
+np.float32,0x7ef7f5ae,0x4218de28,4
+np.float32,0x3f2dd940,0xbe2c1a33,4
+np.float32,0x3f1ca78e,0xbe5a6a8b,4
+np.float32,0x244863,0xc219e8be,4
+np.float32,0x3f2614fe,0xbe406d6b,4
+np.float32,0x3e75e7a3,0xbf1e99b5,4
+np.float32,0x2bdd6e,0xc2199459,4
+np.float32,0x7e49e279,0x42174e7b,4
+np.float32,0x3e3bb09a,0xbf3ca2cd,4
+np.float32,0x649f06,0xc2182320,4
+np.float32,0x7f4a44e1,0x4219b7d6,4
+np.float32,0x400473,0xc218ec3a,4
+np.float32,0x3edb19ad,0xbebcbcad,4
+np.float32,0x3d8ee956,0xbf94006c,4
+np.float32,0x7e91c603,0x4217f1eb,4
+np.float32,0x221384,0xc21a04a6,4
+np.float32,0x7f7dd660,0x421a1cd5,4
+np.float32,0x7ef34609,0x4218d5ac,4
+np.float32,0x7f5ed529,0x4219e2e5,4
+np.float32,0x7f1bf685,0x42194438,4
+np.float32,0x3cdd094a,0xbfc8d294,4
+np.float32,0x7e87fc8e,0x4217d303,4
+np.float32,0x7f53d971,0x4219cc6b,4
+np.float32,0xabc8b,0xc21c0646,4
+np.float32,0x7f5011e6,0x4219c46a,4
+np.float32,0x7e460638,0x421745e5,4
+np.float32,0xa8126,0xc21c0ffd,4
+np.float32,0x3eec2a66,0xbeac0f2d,4
+np.float32,0x3f3a1213,0xbe0de340,4
+np.float32,0x7f5908db,0x4219d72c,4
+np.float32,0x7e0ad3c5,0x4216a7f3,4
+np.float32,0x3f2de40e,0xbe2bfe90,4
+np.float32,0x3d0463c5,0xbfbec8e4,4
+np.float32,0x7c7cde0b,0x4212e19a,4
+np.float32,0x74c24f,0xc217e0f9,4
+np.float32,0x3f14b4cb,0xbe71929b,4
+np.float32,0x3e94e192,0xbf09537f,4
+np.float32,0x3eebde71,0xbeac56bd,4
+np.float32,0x3f65e413,0xbd3f5b8a,4
+np.float32,0x7e109199,0x4216b9f9,4
+np.float32,0x3f22f5d0,0xbe48ddc0,4
+np.float32,0x3e22d3bc,0xbf4c6f4d,4
+np.float32,0x3f7a812f,0xbc1a680b,4
+np.float32,0x3f67f361,0xbd2f7d7c,4
+np.float32,0x3f1caa63,0xbe5a6281,4
+np.float32,0x3f306fde,0xbe2587ab,4
+np.float32,0x3e8df9d3,0xbf0e9b2f,4
+np.float32,0x3eaaccc4,0xbef41cd4,4
+np.float32,0x7f3f65ec,0x42199f45,4
+np.float32,0x3dc706e0,0xbf8196ec,4
+np.float32,0x3e14eaba,0xbf565cf6,4
+np.float32,0xcc60,0xc2208a09,4
+np.float32,0x358447,0xc2193be7,4
+np.float32,0x3dcecade,0xbf7eec70,4
+np.float32,0x3f20b4f8,0xbe4f0ef0,4
+np.float32,0x7e7c979f,0x4217b222,4
+np.float32,0x7f2387b9,0x4219594a,4
+np.float32,0x3f6f6e5c,0xbcee0e05,4
+np.float32,0x7f19ad81,0x42193da8,4
+np.float32,0x5635e1,0xc21867dd,4
+np.float32,0x4c5e97,0xc2189dc4,4
+np.float32,0x7f35f97f,0x421988d1,4
+np.float32,0x7f685224,0x4219f571,4
+np.float32,0x3eca0616,0xbecec7b8,4
+np.float32,0x3f436d0d,0xbdf024ca,4
+np.float32,0x12a97d,0xc21b106a,4
+np.float32,0x7f0fdc93,0x4219204d,4
+np.float32,0x3debfb42,0xbf703e65,4
+np.float32,0x3c6c54d2,0xbfeba291,4
+np.float32,0x7e5d7491,0x421777a1,4
+np.float32,0x3f4bd2f0,0xbdcab87d,4
+np.float32,0x3f7517f4,0xbc9ae510,4
+np.float32,0x3f71a59a,0xbccd480d,4
+np.float32,0x3f514653,0xbdb33f61,4
+np.float32,0x3f4e6ea4,0xbdbf694b,4
+np.float32,0x3eadadec,0xbef06526,4
+np.float32,0x3f3b41c1,0xbe0b0fbf,4
+np.float32,0xc35a,0xc2209e1e,4
+np.float32,0x384982,0xc2192575,4
+np.float32,0x3464c3,0xc2194556,4
+np.float32,0x7f5e20d9,0x4219e17d,4
+np.float32,0x3ea18b62,0xbf004016,4
+np.float32,0x63a02b,0xc218278c,4
+np.float32,0x7ef547ba,0x4218d953,4
+np.float32,0x3f2496fb,0xbe4470f4,4
+np.float32,0x7ea0c8c6,0x42181d81,4
+np.float32,0x3f42ba60,0xbdf35372,4
+np.float32,0x7e40d9,0xc217be34,4
+np.float32,0x3e95883b,0xbf08d750,4
+np.float32,0x3e0cddf3,0xbf5c8aa8,4
+np.float32,0x3f2305d5,0xbe48b20a,4
+np.float32,0x7f0d0941,0x4219177b,4
+np.float32,0x3f7b98d3,0xbbf6e477,4
+np.float32,0x3f687cdc,0xbd2b6057,4
+np.float32,0x3f42ce91,0xbdf2f73d,4
+np.float32,0x3ee00fc0,0xbeb7c217,4
+np.float32,0x7f3d483a,0x42199a53,4
+np.float32,0x3e1e08eb,0xbf4fc18d,4
+np.float32,0x7e202ff5,0x4216e798,4
+np.float32,0x582898,0xc2185ded,4
+np.float32,0x3e3552b1,0xbf40790c,4
+np.float32,0x3d3f7c87,0xbfaa44b6,4
+np.float32,0x669d8e,0xc2181a65,4
+np.float32,0x3f0e21b4,0xbe82d757,4
+np.float32,0x686f95,0xc2181293,4
+np.float32,0x3f48367f,0xbdda9ead,4
+np.float32,0x3dc27802,0xbf82e0a0,4
+np.float32,0x3f6ac40c,0xbd1a07d4,4
+np.float32,0x3bba6d,0xc2190b12,4
+np.float32,0x3ec7b6b0,0xbed15665,4
+np.float32,0x3f1f9ca4,0xbe521955,4
+np.float32,0x3ef2f147,0xbea5c4b8,4
+np.float32,0x7c65f769,0x4212b762,4
+np.float32,0x7e98e162,0x42180716,4
+np.float32,0x3f0f0c09,0xbe8169ea,4
+np.float32,0x3d67f03b,0xbf9f9d48,4
+np.float32,0x7f3751e4,0x42198c18,4
+np.float32,0x7f1fac61,0x42194ead,4
+np.float32,0x3e9b698b,0xbf048d89,4
+np.float32,0x7e66507b,0x42178913,4
+np.float32,0x7f5cb680,0x4219dea5,4
+np.float32,0x234700,0xc219f53e,4
+np.float32,0x3d9984ad,0xbf900591,4
+np.float32,0x3f33a3f2,0xbe1d872a,4
+np.float32,0x3eaf52b6,0xbeee4cf4,4
+np.float32,0x7f078930,0x421905ca,4
+np.float32,0x3f083b39,0xbe8c44df,4
+np.float32,0x3e3823f8,0xbf3ec231,4
+np.float32,0x3eef6f5d,0xbea9008c,4
+np.float32,0x6145e1,0xc218322c,4
+np.float32,0x16d9ae,0xc21ab65f,4
+np.float32,0x7e543376,0x421764a5,4
+np.float32,0x3ef77ccb,0xbea1a5a0,4
+np.float32,0x3f4a443f,0xbdd18af5,4
+np.float32,0x8f209,0xc21c5770,4
+np.float32,0x3ecac126,0xbecdfa33,4
+np.float32,0x3e8662f9,0xbf14b6c7,4
+np.float32,0x23759a,0xc219f2f4,4
+np.float32,0xf256d,0xc21b6d3f,4
+np.float32,0x3f579f93,0xbd98aaa2,4
+np.float32,0x3ed4cc8e,0xbec339cb,4
+np.float32,0x3ed25400,0xbec5d2a1,4
+np.float32,0x3ed6f8ba,0xbec0f795,4
+np.float32,0x7f36efd9,0x42198b2a,4
+np.float32,0x7f5169dd,0x4219c746,4
+np.float32,0x7de18a20,0x42164b80,4
+np.float32,0x3e8de526,0xbf0eab61,4
+np.float32,0x3de0cbcd,0xbf75a47e,4
+np.float32,0xe265f,0xc21b8b82,4
+np.float32,0x3df3cdbd,0xbf6c9e40,4
+np.float32,0x3f38a25a,0xbe115589,4
+np.float32,0x7f01f2c0,0x4218f311,4
+np.float32,0x3da7d5f4,0xbf8b10a5,4
+np.float32,0x4d4fe8,0xc2189850,4
+np.float32,0x3cc96d9d,0xbfcdfc8d,4
+np.float32,0x259a88,0xc219d8d7,4
+np.float32,0x7f1d5102,0x42194810,4
+np.float32,0x7e17ca91,0x4216cfa7,4
+np.float32,0x3f73d110,0xbcad7a8f,4
+np.float32,0x3f009383,0xbe9920ed,4
+np.float32,0x7e22af,0xc217be9f,4
+np.float32,0x3f7de2ce,0xbb6c0394,4
+np.float32,0x3edd0cd2,0xbebac45a,4
+np.float32,0x3ec9b5c1,0xbecf2035,4
+np.float32,0x3168c5,0xc2195f6b,4
+np.float32,0x3e935522,0xbf0a7d18,4
+np.float32,0x3e494077,0xbf34e120,4
+np.float32,0x3f52ed06,0xbdac41ec,4
+np.float32,0x3f73d51e,0xbcad3f65,4
+np.float32,0x3f03d453,0xbe939295,4
+np.float32,0x7ef4ee68,0x4218d8b1,4
+np.float32,0x3ed0e2,0xc218f4a7,4
+np.float32,0x4efab8,0xc2188ed3,4
+np.float32,0x3dbd5632,0xbf845d3b,4
+np.float32,0x7eecad4f,0x4218c972,4
+np.float32,0x9d636,0xc21c2d32,4
+np.float32,0x3e5f3b6b,0xbf295ae7,4
+np.float32,0x7f4932df,0x4219b57a,4
+np.float32,0x4b59b5,0xc218a3be,4
+np.float32,0x3e5de97f,0xbf2a03b4,4
+np.float32,0x3f1c479d,0xbe5b7b3c,4
+np.float32,0x3f42e7e4,0xbdf283a5,4
+np.float32,0x2445,0xc2238af2,4
+np.float32,0x7aa71b43,0x420e8c9e,4
+np.float32,0x3ede6e4e,0xbeb961e1,4
+np.float32,0x7f05dd3b,0x42190045,4
+np.float32,0x3ef5b55c,0xbea3404b,4
+np.float32,0x7f738624,0x421a0a62,4
+np.float32,0x3e7d50a1,0xbf1b4cb4,4
+np.float32,0x3f44cc4a,0xbde9ebcc,4
+np.float32,0x7e1a7b0b,0x4216d777,4
+np.float32,0x3f1d9868,0xbe57c0da,4
+np.float32,0x1ebee2,0xc21a3263,4
+np.float32,0x31685f,0xc2195f6e,4
+np.float32,0x368a8e,0xc2193379,4
+np.float32,0xa9847,0xc21c0c2e,4
+np.float32,0x3bd3b3,0xc2190a56,4
+np.float32,0x3961e4,0xc2191ce3,4
+np.float32,0x7e13a243,0x4216c34e,4
+np.float32,0x7f7b1790,0x421a17ff,4
+np.float32,0x3e55f020,0xbf2e1545,4
+np.float32,0x3f513861,0xbdb37aa8,4
+np.float32,0x3dd9e754,0xbf791ad2,4
+np.float32,0x5e8d86,0xc2183ec9,4
+np.float32,0x26b796,0xc219cbdd,4
+np.float32,0x429daa,0xc218da89,4
+np.float32,0x3f477caa,0xbdddd9ba,4
+np.float32,0x3f0e5114,0xbe828d45,4
+np.float32,0x3f54f362,0xbda3c286,4
+np.float32,0x6eac1c,0xc217f8c8,4
+np.float32,0x3f04c479,0xbe91fef5,4
+np.float32,0x3e993765,0xbf06228e,4
+np.float32,0x3eafd99f,0xbeeda21b,4
+np.float32,0x3f2a759e,0xbe34db96,4
+np.float32,0x3f05adfb,0xbe907937,4
+np.float32,0x3f6e2dfc,0xbd005980,4
+np.float32,0x3f2f2daa,0xbe28b6b5,4
+np.float32,0x15e746,0xc21ac931,4
+np.float32,0x7d34ca26,0x4214b4e5,4
+np.float32,0x7ebd175c,0x4218659f,4
+np.float32,0x7f1ed26b,0x42194c4c,4
+np.float32,0x2588b,0xc21eaab0,4
+np.float32,0x3f0065e3,0xbe996fe2,4
+np.float32,0x3f610376,0xbd658122,4
+np.float32,0x451995,0xc218ca41,4
+np.float32,0x70e083,0xc217f002,4
+np.float32,0x7e19821a,0x4216d4a8,4
+np.float32,0x3e7cd9a0,0xbf1b80fb,4
+np.float32,0x7f1a8f18,0x42194033,4
+np.float32,0x3f008fee,0xbe99271f,4
+np.float32,0xff7fffff,0x7fc00000,4
+np.float32,0x7f31d826,0x42197e9b,4
+np.float32,0x3f18cf12,0xbe657838,4
+np.float32,0x3e5c1bc7,0xbf2aebf9,4
+np.float32,0x3e3d3993,0xbf3bbaf8,4
+np.float32,0x68457a,0xc2181347,4
+np.float32,0x7ddf7561,0x42164761,4
+np.float32,0x7f47341b,0x4219b10c,4
+np.float32,0x4d3ecd,0xc21898b2,4
+np.float32,0x7f43dee8,0x4219a98b,4
+np.float32,0x3f0def7c,0xbe8325f5,4
+np.float32,0x3d5a551f,0xbfa2f994,4
+np.float32,0x7ed26602,0x4218951b,4
+np.float32,0x3ee7fa5b,0xbeb0099a,4
+np.float32,0x7ef74ea8,0x4218dcfc,4
+np.float32,0x6a3bb2,0xc2180afd,4
+np.float32,0x7f4c1e6e,0x4219bbe3,4
+np.float32,0x3e26f625,0xbf49a5a2,4
+np.float32,0xb8482,0xc21be70b,4
+np.float32,0x3f32f077,0xbe1f445b,4
+np.float32,0x7dd694b6,0x4216355a,4
+np.float32,0x7f3d62fd,0x42199a92,4
+np.float32,0x3f48e41a,0xbdd79cbf,4
+np.float32,0x338fc3,0xc2194c75,4
+np.float32,0x3e8355f0,0xbf174462,4
+np.float32,0x7f487e83,0x4219b3eb,4
+np.float32,0x2227f7,0xc21a039b,4
+np.float32,0x7e4383dd,0x4217403a,4
+np.float32,0x52d28b,0xc21879b2,4
+np.float32,0x12472c,0xc21b19a9,4
+np.float32,0x353530,0xc2193e7b,4
+np.float32,0x3f4e4728,0xbdc0137a,4
+np.float32,0x3bf169,0xc2190979,4
+np.float32,0x3eb3ee2e,0xbee8885f,4
+np.float32,0x3f03e3c0,0xbe937892,4
+np.float32,0x3c9f8408,0xbfdaf47f,4
+np.float32,0x40e792,0xc218e61b,4
+np.float32,0x5a6b29,0xc21852ab,4
+np.float32,0x7f268b83,0x4219616a,4
+np.float32,0x3ee25997,0xbeb57fa7,4
+np.float32,0x3f175324,0xbe69cf53,4
+np.float32,0x3f781d91,0xbc5e9827,4
+np.float32,0x7dba5210,0x4215f68c,4
+np.float32,0x7f1e66,0xc217bb2b,4
+np.float32,0x7f7fffff,0x421a209b,4
+np.float32,0x3f646202,0xbd4b10b8,4
+np.float32,0x575248,0xc218622b,4
+np.float32,0x7c67faa1,0x4212bb42,4
+np.float32,0x7f1683f2,0x42193469,4
+np.float32,0x1a3864,0xc21a7931,4
+np.float32,0x7f30ad75,0x42197bae,4
+np.float32,0x7f1c9d05,0x42194612,4
+np.float32,0x3e791795,0xbf1d2b2c,4
+np.float32,0x7e9ebc19,0x421817cd,4
+np.float32,0x4999b7,0xc218ae31,4
+np.float32,0x3d130e2c,0xbfb8f1cc,4
+np.float32,0x3f7e436f,0xbb41bb07,4
+np.float32,0x3ee00241,0xbeb7cf7d,4
+np.float32,0x7e496181,0x42174d5f,4
+np.float32,0x7efe58be,0x4218e978,4
+np.float32,0x3f5e5b0c,0xbd7aa43f,4
+np.float32,0x7ee4c6ab,0x4218ba59,4
+np.float32,0x3f6da8c6,0xbd043d7e,4
+np.float32,0x3e3e6e0f,0xbf3b064b,4
+np.float32,0x3f0143b3,0xbe97f10a,4
+np.float32,0x79170f,0xc217d0c6,4
+np.float32,0x517645,0xc218810f,4
+np.float32,0x3f1f9960,0xbe52226e,4
+np.float32,0x2a8df9,0xc219a1d6,4
+np.float32,0x2300a6,0xc219f8b8,4
+np.float32,0x3ee31355,0xbeb4c97a,4
+np.float32,0x3f20b05f,0xbe4f1ba9,4
+np.float32,0x3ee64249,0xbeb1b0ff,4
+np.float32,0x3a94b7,0xc21913b2,4
+np.float32,0x7ef7ef43,0x4218de1d,4
+np.float32,0x3f1abb5d,0xbe5fe872,4
+np.float32,0x7f65360b,0x4219ef72,4
+np.float32,0x3d315d,0xc219004c,4
+np.float32,0x3f26bbc4,0xbe3eafb9,4
+np.float32,0x3ee8c6e9,0xbeaf45de,4
+np.float32,0x7e5f1452,0x42177ae1,4
+np.float32,0x3f32e777,0xbe1f5aba,4
+np.float32,0x4d39a1,0xc21898d0,4
+np.float32,0x3e59ad15,0xbf2c2841,4
+np.float32,0x3f4be746,0xbdca5fc4,4
+np.float32,0x72e4fd,0xc217e821,4
+np.float32,0x1af0b8,0xc21a6d25,4
+np.float32,0x3f311147,0xbe23f18d,4
+np.float32,0x3f1ecebb,0xbe545880,4
+np.float32,0x7e90d293,0x4217ef02,4
+np.float32,0x3e3b366a,0xbf3ceb46,4
+np.float32,0x3f133239,0xbe761c96,4
+np.float32,0x7541ab,0xc217df15,4
+np.float32,0x3d8c8275,0xbf94f1a1,4
+np.float32,0x483b92,0xc218b689,4
+np.float32,0x3eb0dbed,0xbeec5c6b,4
+np.float32,0x3f00c676,0xbe98c8e2,4
+np.float32,0x3f445ac2,0xbdebed7c,4
+np.float32,0x3d2af4,0xc219007a,4
+np.float32,0x7f196ee1,0x42193cf2,4
+np.float32,0x290c94,0xc219b1db,4
+np.float32,0x3f5dbdc9,0xbd7f9019,4
+np.float32,0x3e80c62e,0xbf1974fc,4
+np.float32,0x3ec9ed2c,0xbecee326,4
+np.float32,0x7f469d60,0x4219afbb,4
+np.float32,0x3f698413,0xbd2386ce,4
+np.float32,0x42163f,0xc218de14,4
+np.float32,0x67a554,0xc21815f4,4
+np.float32,0x3f4bff74,0xbdc9f651,4
+np.float32,0x16a743,0xc21aba39,4
+np.float32,0x2eb8b0,0xc219784b,4
+np.float32,0x3eed9be1,0xbeaab45b,4
+np.float64,0x7fe0d76873e1aed0,0x40733f9d783bad7a,2
+np.float64,0x3fe22626bb244c4d,0xbfcf86a59864eea2,2
+np.float64,0x7f874113d02e8227,0x407324f54c4015b8,2
+np.float64,0x3fe40a46a9e8148d,0xbfca0411f533fcb9,2
+np.float64,0x3fd03932eea07266,0xbfe312bc9cf5649e,2
+np.float64,0x7fee5d2a1b3cba53,0x407343b5f56367a0,2
+np.float64,0x3feb7bda4a76f7b5,0xbfb0ea2c6edc784a,2
+np.float64,0x3fd6cd831a2d9b06,0xbfdcaf2e1a5faf51,2
+np.float64,0x98324e273064a,0xc0733e0e4c6d11c6,2
+np.float64,0x7fe1dd63b363bac6,0x4073400667c405c3,2
+np.float64,0x3fec5971f178b2e4,0xbfaaef32a7d94563,2
+np.float64,0x17abc07e2f579,0xc0734afca4da721e,2
+np.float64,0x3feec6ab5cfd8d57,0xbf9157f3545a8235,2
+np.float64,0x3fe3ae9622a75d2c,0xbfcb04b5ad254581,2
+np.float64,0x7fea73d854b4e7b0,0x407342c0a548f4c5,2
+np.float64,0x7fe29babf4653757,0x4073404eeb5fe714,2
+np.float64,0x7fd3a55d85a74aba,0x40733bde72e86c27,2
+np.float64,0x3fe83ce305f079c6,0xbfbee3511e85e0f1,2
+np.float64,0x3fd72087ea2e4110,0xbfdc4ab30802d7c2,2
+np.float64,0x7feb54ddab76a9ba,0x407342facb6f3ede,2
+np.float64,0xc57e34a18afd,0xc0734f82ec815baa,2
+np.float64,0x7a8cb97ef5198,0xc0733f8fb3777a67,2
+np.float64,0x7fe801032c300205,0x40734213dbe4eda9,2
+np.float64,0x3aefb1f475df7,0xc07344a5f08a0584,2
+np.float64,0x7fee85f1dd3d0be3,0x407343bf4441c2a7,2
+np.float64,0x3fdc7f1055b8fe21,0xbfd67d300630e893,2
+np.float64,0xe8ecddb3d1d9c,0xc0733b194f18f466,2
+np.float64,0x3fdf2b23c73e5648,0xbfd3ff6872c1f887,2
+np.float64,0x3fdba4aef2b7495e,0xbfd7557205e18b7b,2
+np.float64,0x3fe2ac34c6e5586a,0xbfcdf1dac69bfa08,2
+np.float64,0x3fc9852628330a4c,0xbfe66914f0fb9b0a,2
+np.float64,0x7fda211acf344235,0x40733dd9c2177aeb,2
+np.float64,0x3fe9420eb432841d,0xbfba4dd969a32575,2
+np.float64,0xb2f9d1ed65f3a,0xc0733cedfb6527ff,2
+np.float64,0x3fe9768a68f2ed15,0xbfb967c39c35c435,2
+np.float64,0x7fe8268462b04d08,0x4073421eaed32734,2
+np.float64,0x3fcf331f063e663e,0xbfe39e2f4b427ca9,2
+np.float64,0x7fd4eb9e2b29d73b,0x40733c4e4141418d,2
+np.float64,0x7fd2bba658a5774c,0x40733b89cd53d5b1,2
+np.float64,0x3fdfdf04913fbe09,0xbfd360c7fd9d251b,2
+np.float64,0x3fca5bfd0534b7fa,0xbfe5f5f844b2b20c,2
+np.float64,0x3feacd5032f59aa0,0xbfb3b5234ba8bf7b,2
+np.float64,0x7fe9241cec724839,0x4073426631362cec,2
+np.float64,0x3fe57aca20eaf594,0xbfc628e3ac2c6387,2
+np.float64,0x3fec6553ca38caa8,0xbfaa921368d3b222,2
+np.float64,0x3fe1e9676563d2cf,0xbfd020f866ba9b24,2
+np.float64,0x3fd5590667aab20d,0xbfde8458af5a4fd6,2
+np.float64,0x3fdf7528f43eea52,0xbfd3bdb438d6ba5e,2
+np.float64,0xb8dddc5571bbc,0xc0733cb4601e5bb2,2
+np.float64,0xe6d4e1fbcda9c,0xc0733b295ef4a4ba,2
+np.float64,0x3fe7019d962e033b,0xbfc257c0a6e8de16,2
+np.float64,0x3f94ef585029deb1,0xbffb07e5dfb0e936,2
+np.float64,0x7fc863b08030c760,0x4073388e28d7b354,2
+np.float64,0xf684443bed089,0xc0733ab46cfbff9a,2
+np.float64,0x7fe00e901d201d1f,0x40733f489c05a0f0,2
+np.float64,0x9e5c0a273cb82,0xc0733dc7af797e19,2
+np.float64,0x7fe49734f0692e69,0x4073410303680df0,2
+np.float64,0x7fb7b584442f6b08,0x4073338acff72502,2
+np.float64,0x3f99984c30333098,0xbff9a2642a6ed8cc,2
+np.float64,0x7fea2fcda8745f9a,0x407342aeae7f5e64,2
+np.float64,0xe580caadcb01a,0xc0733b33a3639217,2
+np.float64,0x1899ab3831336,0xc0734ab823729417,2
+np.float64,0x39bd4c76737aa,0xc07344ca6fac6d21,2
+np.float64,0xd755b2dbaeab7,0xc0733ba4fe19f2cc,2
+np.float64,0x3f952bebf82a57d8,0xbffaf3e7749c2512,2
+np.float64,0x3fe62ee5d72c5dcc,0xbfc45e3cb5baad08,2
+np.float64,0xb1264a7d624ca,0xc0733d003a1d0a66,2
+np.float64,0x3fc4bd1bcd297a38,0xbfe94b3058345c46,2
+np.float64,0x7fc5758bb32aeb16,0x407337aa7805497f,2
+np.float64,0x3fb0edcaf421db96,0xbff2dfb09c405294,2
+np.float64,0x3fd240fceaa481fa,0xbfe16f356bb36134,2
+np.float64,0x38c0c62a7181a,0xc07344e916d1e9b7,2
+np.float64,0x3fe98f2b3bf31e56,0xbfb8fc6eb622a820,2
+np.float64,0x3fe2bdf99c257bf3,0xbfcdbd0dbbae4d0b,2
+np.float64,0xce4b390d9c967,0xc0733bf14ada3134,2
+np.float64,0x3fd2ad607ba55ac1,0xbfe11da15167b37b,2
+np.float64,0x3fd8154f11b02a9e,0xbfdb2a6fabb9a026,2
+np.float64,0xf37849fde6f09,0xc0733aca8c64344c,2
+np.float64,0x3fcbae43b2375c87,0xbfe547f267c8e570,2
+np.float64,0x3fcd46fd7d3a8dfb,0xbfe48070f7232929,2
+np.float64,0x7fcdd245273ba489,0x407339f3d907b101,2
+np.float64,0x3fac75cd0838eb9a,0xbff4149d177b057b,2
+np.float64,0x7fe8ff3fd7f1fe7f,0x4073425bf968ba6f,2
+np.float64,0x7febadaa4df75b54,0x407343113a91f0e9,2
+np.float64,0x7fd5e4649c2bc8c8,0x40733c9f0620b065,2
+np.float64,0x903429812069,0xc07351b255e27887,2
+np.float64,0x3fe1d8c51c63b18a,0xbfd03ad448c1f1ee,2
+np.float64,0x3fe573ea646ae7d5,0xbfc63ab0bfd0e601,2
+np.float64,0x3f83b3f3c02767e8,0xc00022677e310649,2
+np.float64,0x7fd15d1582a2ba2a,0x40733b02c469c1d6,2
+np.float64,0x3fe63d3dabec7a7b,0xbfc43a56ee97b27e,2
+np.float64,0x7fe3a452fb2748a5,0x407340af1973c228,2
+np.float64,0x3fafac6b303f58d6,0xbff35651703ae9f2,2
+np.float64,0x513ddd24a27bc,0xc073426af96aaebb,2
+np.float64,0x3fef152246be2a45,0xbf89df79d7719282,2
+np.float64,0x3fe8c923e9f19248,0xbfbc67228e8db5f6,2
+np.float64,0x3fd6e2325fadc465,0xbfdc9602fb0b950f,2
+np.float64,0x3fe9616815f2c2d0,0xbfb9c4311a3b415b,2
+np.float64,0x2fe4e4005fc9d,0xc0734616fe294395,2
+np.float64,0x3fbceb02dc39d606,0xbfee4e68f1c7886f,2
+np.float64,0x7fe35e843d66bd07,0x407340963b066ad6,2
+np.float64,0x7fecd6c648f9ad8c,0x4073435a4c176e94,2
+np.float64,0x7fcbd72bf437ae57,0x4073397994b85665,2
+np.float64,0x3feff6443b3fec88,0xbf40eb380d5318ae,2
+np.float64,0x7fb9373cf6326e79,0x407333f869edef08,2
+np.float64,0x63790d9cc6f22,0xc0734102d4793cda,2
+np.float64,0x3f9de6efe83bcde0,0xbff88db6f0a6b56e,2
+np.float64,0xe00f2dc1c01f,0xc0734ea26ab84ff2,2
+np.float64,0xd7a9aa8baf536,0xc0733ba248fa33ab,2
+np.float64,0x3fee0089ea7c0114,0xbf9cab936ac31c4b,2
+np.float64,0x3fdec0d51cbd81aa,0xbfd45ed8878c5860,2
+np.float64,0x7fe91bf5e9f237eb,0x40734263f005081d,2
+np.float64,0x34ea7d1e69d50,0xc07345659dde7444,2
+np.float64,0x7fe67321a3ace642,0x4073419cc8130d95,2
+np.float64,0x9d1aeb2f3a35e,0xc0733dd5d506425c,2
+np.float64,0x7fbb01df003603bd,0x4073347282f1391d,2
+np.float64,0x42b945b285729,0xc07343c92d1bbef9,2
+np.float64,0x7fc92799b8324f32,0x407338c51e3f0733,2
+np.float64,0x3fe119c19b223383,0xbfd16ab707f65686,2
+np.float64,0x3fc9f9ac5333f359,0xbfe62a2f91ec0dff,2
+np.float64,0x3fd820d5a8b041ab,0xbfdb1d2586fe7b18,2
+np.float64,0x10000000000000,0xc0733a7146f72a42,2
+np.float64,0x3fe7e1543eafc2a8,0xbfc045362889592d,2
+np.float64,0xcbc0e1819783,0xc0734f4b68e05b1c,2
+np.float64,0xeb57e411d6afd,0xc0733b06efec001a,2
+np.float64,0xa9b74b47536ea,0xc0733d4c7bd06ddc,2
+np.float64,0x3fe56d4022eada80,0xbfc64bf8c7e3dd59,2
+np.float64,0x3fd445ca27288b94,0xbfdff40aecd0f882,2
+np.float64,0x3fe5af1cf5ab5e3a,0xbfc5a21d83699a04,2
+np.float64,0x7fed3431eb7a6863,0x40734370aa6131e1,2
+np.float64,0x3fd878dea1b0f1bd,0xbfdab8730dc00517,2
+np.float64,0x7ff8000000000000,0x7ff8000000000000,2
+np.float64,0x3feba9fcc1f753fa,0xbfb03027dcecbf65,2
+np.float64,0x7fca4feed6349fdd,0x4073391526327eb0,2
+np.float64,0x3fe7748ddbaee91c,0xbfc144b438218065,2
+np.float64,0x3fb5fbd94c2bf7b3,0xbff10ee6342c21a0,2
+np.float64,0x3feb603b97f6c077,0xbfb15a1f99d6d25e,2
+np.float64,0x3fe2e6fc8ce5cdf9,0xbfcd43edd7f3b4e6,2
+np.float64,0x7feb2b31f7765663,0x407342f02b306688,2
+np.float64,0x3fe290e2282521c4,0xbfce436deb8dbcf3,2
+np.float64,0x3fe3d5adf9e7ab5c,0xbfca96b8aa55d942,2
+np.float64,0x691899f2d2314,0xc07340a1026897c8,2
+np.float64,0x7fe468b008e8d15f,0x407340f33eadc628,2
+np.float64,0x3fb3a4c416274988,0xbff1d71da539a56e,2
+np.float64,0x3fe2442b29e48856,0xbfcf2b0037322661,2
+np.float64,0x3f376fbc7e6ef,0xc073442939a84643,2
+np.float64,0x3fe7c78d65ef8f1b,0xbfc08157cff411de,2
+np.float64,0xd4f27acba9e50,0xc0733bb8d38daa50,2
+np.float64,0x5198919ea3313,0xc07342633ba7cbea,2
+np.float64,0x7fd09f66f0a13ecd,0x40733ab5310b4385,2
+np.float64,0x3fdfe5531dbfcaa6,0xbfd35b487c7e739f,2
+np.float64,0x3fc4b0fecc2961fe,0xbfe95350c38c1640,2
+np.float64,0x7fd5ae21962b5c42,0x40733c8db78b7250,2
+np.float64,0x3fa4a8fcd42951fa,0xbff64e62fe602b72,2
+np.float64,0x7fc8e0e25831c1c4,0x407338b179b91223,2
+np.float64,0x7fdde1df6f3bc3be,0x40733ec87f9f027e,2
+np.float64,0x3fd8b9ad86b1735b,0xbfda6f385532c41b,2
+np.float64,0x3fd9f20ee933e41e,0xbfd91872fd858597,2
+np.float64,0x7feb35332df66a65,0x407342f2b9c715f0,2
+np.float64,0x7fe783dc7eaf07b8,0x407341ef41873706,2
+np.float64,0x7fceee929f3ddd24,0x40733a34e3c660fd,2
+np.float64,0x985b58d730b6b,0xc0733e0c6cfbb6f8,2
+np.float64,0x3fef4bb55cfe976b,0xbf83cb246c6f2a78,2
+np.float64,0x3fe218014f243003,0xbfcfb20ac683e1f6,2
+np.float64,0x7fe43b9fbea8773e,0x407340e3d5d5d29e,2
+np.float64,0x7fe148c74c62918e,0x40733fcba4367b8b,2
+np.float64,0x3feea4ad083d495a,0xbf93443917f3c991,2
+np.float64,0x8bcf6311179ed,0xc0733ea54d59dd31,2
+np.float64,0xf4b7a2dbe96f5,0xc0733ac175182401,2
+np.float64,0x543338baa8668,0xc073422b59165fe4,2
+np.float64,0x3fdb467317368ce6,0xbfd7b4d515929635,2
+np.float64,0x7fe3bbbc89e77778,0x407340b75cdf3de7,2
+np.float64,0x7fe693377aad266e,0x407341a6af60a0f1,2
+np.float64,0x3fc66210502cc421,0xbfe83bb940610a24,2
+np.float64,0x7fa75638982eac70,0x40732e9da476b816,2
+np.float64,0x3fe0d72a4761ae55,0xbfd1d7c82c479fab,2
+np.float64,0x97dec0dd2fbd8,0xc0733e121e072804,2
+np.float64,0x3fef33ec8c7e67d9,0xbf86701be6be8df1,2
+np.float64,0x7fcfca9b423f9536,0x40733a65a51efb94,2
+np.float64,0x9f2215633e443,0xc0733dbf043de9ed,2
+np.float64,0x2469373e48d28,0xc07347fe9e904b77,2
+np.float64,0x7fecc2e18cb985c2,0x407343557f58dfa2,2
+np.float64,0x3fde4acbfdbc9598,0xbfd4ca559e575e74,2
+np.float64,0x3fd6b11cf1ad623a,0xbfdcd1e17ef36114,2
+np.float64,0x3fc19ec494233d89,0xbfeb8ef228e8826a,2
+np.float64,0x4c89ee389913e,0xc07342d50c904f61,2
+np.float64,0x88c2046f11841,0xc0733ecc91369431,2
+np.float64,0x7fc88c13fd311827,0x40733899a125b392,2
+np.float64,0x3fcebd893a3d7b12,0xbfe3d2f35ab93765,2
+np.float64,0x3feb582a1476b054,0xbfb17ae8ec6a0465,2
+np.float64,0x7fd4369e5da86d3c,0x40733c1118b8cd67,2
+np.float64,0x3fda013fc1340280,0xbfd90831b85e98b2,2
+np.float64,0x7fed33d73fba67ad,0x4073437094ce1bd9,2
+np.float64,0x3fed3191053a6322,0xbfa468cc26a8f685,2
+np.float64,0x3fc04ed51c209daa,0xbfeca24a6f093bca,2
+np.float64,0x3fee4ac8763c9591,0xbf986458abbb90b5,2
+np.float64,0xa2d39dd145a74,0xc0733d9633651fbc,2
+np.float64,0x3fe7d9f86f2fb3f1,0xbfc0565a0b059f1c,2
+np.float64,0x3fe3250144e64a03,0xbfcc8eb2b9ae494b,2
+np.float64,0x7fe2b29507a56529,0x4073405774492075,2
+np.float64,0x7fdcdfcbe2b9bf97,0x40733e8b736b1bd8,2
+np.float64,0x3fc832730f3064e6,0xbfe7267ac9b2e7c3,2
+np.float64,0x3fc7e912e52fd226,0xbfe750dfc0aeae57,2
+np.float64,0x7fc960472f32c08d,0x407338d4b4cb3957,2
+np.float64,0x3fbdf182ea3be306,0xbfedd27150283ffb,2
+np.float64,0x3fd1e9359823d26b,0xbfe1b2ac7fd25f8d,2
+np.float64,0x7fbcf75f6039eebe,0x407334ef13eb16f8,2
+np.float64,0x3fe5a3c910eb4792,0xbfc5bf2f57c5d643,2
+np.float64,0x3fcf4f2a6e3e9e55,0xbfe391b6f065c4b8,2
+np.float64,0x3fee067873fc0cf1,0xbf9c53af0373fc0e,2
+np.float64,0xd3f08b85a7e12,0xc0733bc14357e686,2
+np.float64,0x7ff0000000000000,0x7ff0000000000000,2
+np.float64,0x3fc8635f6430c6bf,0xbfe70a7dc77749a7,2
+np.float64,0x3fe3ff5c52a7feb9,0xbfca22617c6636d5,2
+np.float64,0x3fbbae91fa375d24,0xbfeee9d4c300543f,2
+np.float64,0xe3f71b59c7ee4,0xc0733b3f99187375,2
+np.float64,0x7fca93d3be3527a6,0x40733926fd48ecd6,2
+np.float64,0x3fcd29f7223a53ee,0xbfe48e3edf32fe57,2
+np.float64,0x7fdc4ef6f8389ded,0x40733e68401cf2a6,2
+np.float64,0xe009bc81c014,0xc0734ea295ee3e5b,2
+np.float64,0x61f56c78c3eae,0xc073411e1dbd7c54,2
+np.float64,0x3fde131928bc2632,0xbfd4fda024f6927c,2
+np.float64,0x3fb21ee530243dca,0xbff266aaf0358129,2
+np.float64,0x7feaac82a4f55904,0x407342cf7809d9f9,2
+np.float64,0x3fe66ab177ecd563,0xbfc3c92d4d522819,2
+np.float64,0xfe9f9c2bfd3f4,0xc0733a7ade3a88a7,2
+np.float64,0x7fd0c5217c218a42,0x40733ac4e4c6dfa5,2
+np.float64,0x430f4ae6861ea,0xc07343c03d8a9442,2
+np.float64,0x494bff2a92981,0xc073432209d2fd16,2
+np.float64,0x3f8860e9d030c1d4,0xbffeca059ebf5e89,2
+np.float64,0x3fe43732dc286e66,0xbfc98800388bad2e,2
+np.float64,0x6443b60ec8877,0xc07340f4bab11827,2
+np.float64,0x3feda9be6d7b537d,0xbfa0dcb9a6914069,2
+np.float64,0x3fc5ceb6772b9d6d,0xbfe89868c881db70,2
+np.float64,0x3fbdf153023be2a6,0xbfedd2878c3b4949,2
+np.float64,0x7fe8f6b8e8f1ed71,0x407342599a30b273,2
+np.float64,0x3fea6fbdb8b4df7b,0xbfb53bf66f71ee96,2
+np.float64,0xc7ac3dbb8f588,0xc0733c2b525b7963,2
+np.float64,0x3fef3a91f77e7524,0xbf85b2bd3adbbe31,2
+np.float64,0x3f887cb97030f973,0xbffec21ccbb5d22a,2
+np.float64,0x8b2f1c9f165e4,0xc0733ead49300951,2
+np.float64,0x2c1cb32058397,0xc07346a951bd8d2b,2
+np.float64,0x3fe057edd620afdc,0xbfd2acf1881b7e99,2
+np.float64,0x7f82e9530025d2a5,0x4073238591dd52ce,2
+np.float64,0x3fe4e03dff69c07c,0xbfc7be96c5c006fc,2
+np.float64,0x52727b4aa4e50,0xc0734250c58ebbc1,2
+np.float64,0x3f99a62160334c43,0xbff99ea3ca09d8f9,2
+np.float64,0x3fd5314b4faa6297,0xbfdeb843daf01e03,2
+np.float64,0x3fefde89e13fbd14,0xbf5d1facb7a1e9de,2
+np.float64,0x7fb460f1a228c1e2,0x4073327d8cbc5f86,2
+np.float64,0xeb93efb3d727e,0xc0733b052a4990e4,2
+np.float64,0x3fe884baecf10976,0xbfbd9ba9cfe23713,2
+np.float64,0x7fefffffffffffff,0x40734413509f79ff,2
+np.float64,0x149dc7c6293ba,0xc0734bf26b1df025,2
+np.float64,0x64188f88c8313,0xc07340f7b8e6f4b5,2
+np.float64,0x3fdfac314abf5863,0xbfd38d3e9dba1b0e,2
+np.float64,0x3fd72052a42e40a5,0xbfdc4af30ee0b245,2
+np.float64,0x7fdd951f743b2a3e,0x40733eb68fafa838,2
+np.float64,0x65a2dd5acb45c,0xc07340dc8ed625e1,2
+np.float64,0x7fe89a79997134f2,0x4073423fbceb1cbe,2
+np.float64,0x3fe70a000d6e1400,0xbfc24381e09d02f7,2
+np.float64,0x3fe2cec160259d83,0xbfcd8b5e92354129,2
+np.float64,0x3feb9ef77a773def,0xbfb05c7b2ee6f388,2
+np.float64,0xe0d66689c1acd,0xc0733b582c779620,2
+np.float64,0x3fee86bd0ffd0d7a,0xbf94f7870502c325,2
+np.float64,0x186afc6230d60,0xc0734ac55fb66d5d,2
+np.float64,0xc0631f4b80c64,0xc0733c6d7149d373,2
+np.float64,0x3fdad1b87735a371,0xbfd82cca73ec663b,2
+np.float64,0x7fe7f6d313efeda5,0x40734210e84576ab,2
+np.float64,0x7fd7b7fce6af6ff9,0x40733d2d92ffdaaf,2
+np.float64,0x3fe6f35a28ade6b4,0xbfc27a4239b540c3,2
+np.float64,0x7fdb0b834eb61706,0x40733e17073a61f3,2
+np.float64,0x82f4661105e8d,0xc0733f19b34adeed,2
+np.float64,0x3fc77230112ee460,0xbfe796a7603c0d16,2
+np.float64,0x8000000000000000,0xfff0000000000000,2
+np.float64,0x7fb8317bc63062f7,0x407333aec761a739,2
+np.float64,0x7fd165609a22cac0,0x40733b061541ff15,2
+np.float64,0x3fed394768fa728f,0xbfa42e1596e1faf6,2
+np.float64,0x7febab693d7756d1,0x40734310a9ac828e,2
+np.float64,0x7fe809a69230134c,0x407342165b9acb69,2
+np.float64,0x3fc091d38f2123a7,0xbfec69a70fc23548,2
+np.float64,0x3fb2a8f5dc2551ec,0xbff2327f2641dd0d,2
+np.float64,0x7fc60b6fe02c16df,0x407337da5adc342c,2
+np.float64,0x3fefa53c3bbf4a78,0xbf73d1be15b73b00,2
+np.float64,0x7fee09c1717c1382,0x407343a2c479e1cb,2
+np.float64,0x8000000000000001,0x7ff8000000000000,2
+np.float64,0x3fede0b2733bc165,0xbf9e848ac2ecf604,2
+np.float64,0x3fee2ac331bc5586,0xbf9a3b699b721c9a,2
+np.float64,0x3fd4db12d829b626,0xbfdf2a413d1e453a,2
+np.float64,0x7fe605230dec0a45,0x4073417a67db06be,2
+np.float64,0x3fe378b2bf26f165,0xbfcb9dbb2b6d6832,2
+np.float64,0xc1d4c1ab83a98,0xc0733c60244cadbf,2
+np.float64,0x3feb15500e762aa0,0xbfb28c071d5efc22,2
+np.float64,0x3fe36225a626c44b,0xbfcbde4259e9047e,2
+np.float64,0x3fe7c586a72f8b0d,0xbfc08614b13ed4b2,2
+np.float64,0x7fb0f2d8cc21e5b1,0x40733135b2c7dd99,2
+np.float64,0x5957f3feb2aff,0xc07341c1df75638c,2
+np.float64,0x3fca4851bd3490a3,0xbfe6005ae5279485,2
+np.float64,0x824217d904843,0xc0733f232fd58f0f,2
+np.float64,0x4f9332269f267,0xc073428fd8e9cb32,2
+np.float64,0x3fea6f087374de11,0xbfb53ef0d03918b2,2
+np.float64,0x3fd9409ab4328135,0xbfd9d9231381e2b8,2
+np.float64,0x3fdba03b00374076,0xbfd759ec94a7ab5b,2
+np.float64,0x3fe0ce3766619c6f,0xbfd1e6912582ccf0,2
+np.float64,0x3fabd45ddc37a8bc,0xbff43c78d3188423,2
+np.float64,0x3fc3cadd592795bb,0xbfe9f1576c9b2c79,2
+np.float64,0x3fe10df049621be1,0xbfd17df2f2c28022,2
+np.float64,0x945b5d1328b6c,0xc0733e3bc06f1e75,2
+np.float64,0x7fc1c3742b2386e7,0x4073365a403d1051,2
+np.float64,0x7fdc957138b92ae1,0x40733e7977717586,2
+np.float64,0x7f943fa1a0287f42,0x407328d01de143f5,2
+np.float64,0x3fec9631c4392c64,0xbfa914b176d8f9d2,2
+np.float64,0x3fd8e7c008b1cf80,0xbfda3b9d9b6da8f4,2
+np.float64,0x7222f9fee4460,0xc073400e371516cc,2
+np.float64,0x3fe890e43eb121c8,0xbfbd64921462e823,2
+np.float64,0x3fcfd7fe2a3faffc,0xbfe3557e2f207800,2
+np.float64,0x3fed5dd1c1babba4,0xbfa318bb20db64e6,2
+np.float64,0x3fe6aa34c66d546a,0xbfc32c8a8991c11e,2
+np.float64,0x8ca79801196,0xc0736522bd5adf6a,2
+np.float64,0x3feb274079364e81,0xbfb2427b24b0ca20,2
+np.float64,0x7fe04927e4a0924f,0x40733f61c96f7f89,2
+np.float64,0x7c05f656f80bf,0xc0733f7a70555b4e,2
+np.float64,0x7fe97819eff2f033,0x4073427d4169b0f8,2
+np.float64,0x9def86e33bdf1,0xc0733dcc740b7175,2
+np.float64,0x7fedd1ef3f3ba3dd,0x40734395ceab8238,2
+np.float64,0x77bed86cef7dc,0xc0733fb8e0e9bf73,2
+np.float64,0x9274b41b24e97,0xc0733e52b16dff71,2
+np.float64,0x8010000000000000,0x7ff8000000000000,2
+np.float64,0x9c977855392ef,0xc0733ddba7d421d9,2
+np.float64,0xfb4560a3f68ac,0xc0733a9271e6a118,2
+np.float64,0xa67d9f394cfb4,0xc0733d6e9d58cc94,2
+np.float64,0x3fbfa766b03f4ecd,0xbfed0cccfecfc900,2
+np.float64,0x3fe177417522ee83,0xbfd0d45803bff01a,2
+np.float64,0x7fe85e077bb0bc0e,0x4073422e957a4aa3,2
+np.float64,0x7feeb0a6883d614c,0x407343c8f6568f7c,2
+np.float64,0xbab82edb75706,0xc0733ca2a2b20094,2
+np.float64,0xfadb44bdf5b69,0xc0733a9561b7ec04,2
+np.float64,0x3fefb9b82b3f7370,0xbf6ea776b2dcc3a9,2
+np.float64,0x7fe080ba8a610174,0x40733f795779b220,2
+np.float64,0x3f87faa1c02ff544,0xbffee76acafc92b7,2
+np.float64,0x7fed474108fa8e81,0x4073437531d4313e,2
+np.float64,0x3fdb7b229336f645,0xbfd77f583a4a067f,2
+np.float64,0x256dbf0c4adb9,0xc07347cd94e6fa81,2
+np.float64,0x3fd034ae25a0695c,0xbfe3169c15decdac,2
+np.float64,0x3a72177274e44,0xc07344b4cf7d68cd,2
+np.float64,0x7fa2522d5c24a45a,0x40732cef2f793470,2
+np.float64,0x3fb052bdde20a57c,0xbff3207fd413c848,2
+np.float64,0x3fdccfecbbb99fd9,0xbfd62ec04a1a687a,2
+np.float64,0x3fd403ac53280759,0xbfe027a31df2c8cc,2
+np.float64,0x3fab708e4036e11d,0xbff45591df4f2e8b,2
+np.float64,0x7fcfc001993f8002,0x40733a63539acf9d,2
+np.float64,0x3fd2b295dfa5652c,0xbfe119c1b476c536,2
+np.float64,0x7fe8061262b00c24,0x4073421552ae4538,2
+np.float64,0xffefffffffffffff,0x7ff8000000000000,2
+np.float64,0x7fed52093ffaa411,0x40734377c072a7e8,2
+np.float64,0xf3df902fe7bf2,0xc0733ac79a75ff7a,2
+np.float64,0x7fe13d382e227a6f,0x40733fc6fd0486bd,2
+np.float64,0x3621d5086c43b,0xc073453d31effbcd,2
+np.float64,0x3ff0000000000000,0x0,2
+np.float64,0x3fdaffea27b5ffd4,0xbfd7fd139dc1c2c5,2
+np.float64,0x7fea6536dc34ca6d,0x407342bccc564fdd,2
+np.float64,0x7fd478f00c28f1df,0x40733c27c0072fde,2
+np.float64,0x7fa72ef0502e5de0,0x40732e91e83db75c,2
+np.float64,0x7fd302970626052d,0x40733ba3ec6775f6,2
+np.float64,0x7fbb57ab0036af55,0x407334887348e613,2
+np.float64,0x3fda0ff722b41fee,0xbfd8f87b77930330,2
+np.float64,0x1e983ce23d309,0xc073493438f57e61,2
+np.float64,0x7fc90de97c321bd2,0x407338be01ffd4bd,2
+np.float64,0x7fe074b09c20e960,0x40733f7443f0dbe1,2
+np.float64,0x3fed5dec9fbabbd9,0xbfa317efb1fe8a95,2
+np.float64,0x7fdb877632b70eeb,0x40733e3697c88ba8,2
+np.float64,0x7fe4fb0067e9f600,0x40734124604b99e8,2
+np.float64,0x7fd447dc96288fb8,0x40733c1703ab2cce,2
+np.float64,0x3feb2d1e64f65a3d,0xbfb22a781df61c05,2
+np.float64,0xb6c8e6676d91d,0xc0733cc8859a0b91,2
+np.float64,0x3fdc3c2418387848,0xbfd6bec3a3c3cdb5,2
+np.float64,0x3fdecb9ccdbd973a,0xbfd4551c05721a8e,2
+np.float64,0x3feb1100e7762202,0xbfb29db911fe6768,2
+np.float64,0x3fe0444bc2a08898,0xbfd2ce69582e78c1,2
+np.float64,0x7fda403218b48063,0x40733de201d8340c,2
+np.float64,0x3fdc70421238e084,0xbfd68ba4bd48322b,2
+np.float64,0x3fe06e747c60dce9,0xbfd286bcac34a981,2
+np.float64,0x7fc1931d9623263a,0x407336473da54de4,2
+np.float64,0x229914da45323,0xc073485979ff141c,2
+np.float64,0x3fe142f92da285f2,0xbfd1280909992cb6,2
+np.float64,0xf1d02fa9e3a06,0xc0733ad6b19d71a0,2
+np.float64,0x3fb1fe9b0023fd36,0xbff27317d8252c16,2
+np.float64,0x3fa544b9242a8972,0xbff61ac38569bcfc,2
+np.float64,0x3feeb129d4fd6254,0xbf928f23ad20c1ee,2
+np.float64,0xa2510b7f44a22,0xc0733d9bc81ea0a1,2
+np.float64,0x3fca75694d34ead3,0xbfe5e8975b3646c2,2
+np.float64,0x7fece10621b9c20b,0x4073435cc3dd9a1b,2
+np.float64,0x7fe98a57d3b314af,0x4073428239b6a135,2
+np.float64,0x3fe259c62a64b38c,0xbfcee96682a0f355,2
+np.float64,0x3feaaa9b9d755537,0xbfb445779f3359af,2
+np.float64,0xdaadecfdb55be,0xc0733b899338432a,2
+np.float64,0x3fed00eae4fa01d6,0xbfa5dc8d77be5991,2
+np.float64,0x7fcc96c773392d8e,0x407339a8c5cd786e,2
+np.float64,0x3fef7b8b203ef716,0xbf7cff655ecb6424,2
+np.float64,0x7fd4008113a80101,0x40733bfe6552acb7,2
+np.float64,0x7fe99ff035b33fdf,0x407342881753ee2e,2
+np.float64,0x3ee031e87dc07,0xc0734432d736e492,2
+np.float64,0x3fddfe390f3bfc72,0xbfd510f1d9ec3e36,2
+np.float64,0x3fd9ddce74b3bb9d,0xbfd92e2d75a061bb,2
+np.float64,0x7fe5f742edebee85,0x40734176058e3a77,2
+np.float64,0x3fdb04185b360831,0xbfd7f8c63aa5e1c4,2
+np.float64,0xea2b0f43d4562,0xc0733b0fd77c8118,2
+np.float64,0x7fc3f4973527e92d,0x407337293bbb22c4,2
+np.float64,0x3fb9adfb38335bf6,0xbfeff4f3ea85821a,2
+np.float64,0x87fb98750ff73,0xc0733ed6ad83c269,2
+np.float64,0x3fe005721a200ae4,0xbfd33a9f1ebfb0ac,2
+np.float64,0xd9e04fe7b3c0a,0xc0733b901ee257f3,2
+np.float64,0x2c39102658723,0xc07346a4db63bf55,2
+np.float64,0x3f7dc28e003b851c,0xc0011c1d1233d948,2
+np.float64,0x3430fd3868620,0xc073457e24e0b70d,2
+np.float64,0xbff0000000000000,0x7ff8000000000000,2
+np.float64,0x3fd23e45e0247c8c,0xbfe17146bcf87b57,2
+np.float64,0x6599df3ecb33d,0xc07340dd2c41644c,2
+np.float64,0x3fdf074f31be0e9e,0xbfd41f6e9dbb68a5,2
+np.float64,0x7fdd6233f3bac467,0x40733eaa8f674b72,2
+np.float64,0x7fe03e8481607d08,0x40733f5d3df3b087,2
+np.float64,0x3fcc3b79f13876f4,0xbfe501bf3b379b77,2
+np.float64,0xe5d97ae3cbb30,0xc0733b30f47cbd12,2
+np.float64,0x8acbc4a115979,0xc0733eb240a4d2c6,2
+np.float64,0x3fedbdbc48bb7b79,0xbfa0470fd70c4359,2
+np.float64,0x3fde1611103c2c22,0xbfd4fae1fa8e7e5e,2
+np.float64,0x3fe09478bd2128f1,0xbfd246b7e85711dc,2
+np.float64,0x3fd6dfe8f3adbfd2,0xbfdc98ca2f32c1ad,2
+np.float64,0x72ccf274e599f,0xc0734003e5b0da63,2
+np.float64,0xe27c7265c4f8f,0xc0733b4b2d808566,2
+np.float64,0x7fee3161703c62c2,0x407343abe90f5649,2
+np.float64,0xf54fb5c1eaa0,0xc0734e01384fcf78,2
+np.float64,0xcde5924d9bcb3,0xc0733bf4b83c66c2,2
+np.float64,0x3fc46fdbe528dfb8,0xbfe97f55ef5e9683,2
+np.float64,0x7fe513528a2a26a4,0x4073412c69baceca,2
+np.float64,0x3fd29eca4aa53d95,0xbfe128801cd33ed0,2
+np.float64,0x7febb21718b7642d,0x4073431256def857,2
+np.float64,0x3fcab536c0356a6e,0xbfe5c73c59f41578,2
+np.float64,0x7fc7e9f0d82fd3e1,0x4073386b213e5dfe,2
+np.float64,0xb5b121276b624,0xc0733cd33083941c,2
+np.float64,0x7e0dd9bcfc1bc,0xc0733f5d8bf35050,2
+np.float64,0x3fd1c75106238ea2,0xbfe1cd11cccda0f4,2
+np.float64,0x9f060e673e0c2,0xc0733dc03da71909,2
+np.float64,0x7fd915a2f3322b45,0x40733d912af07189,2
+np.float64,0x3fd8cbae4431975d,0xbfda5b02ca661139,2
+np.float64,0x3fde8b411f3d1682,0xbfd48f6f710a53b6,2
+np.float64,0x3fc17a780622f4f0,0xbfebabb10c55255f,2
+np.float64,0x3fde5cbe5f3cb97d,0xbfd4b9e2e0101fb1,2
+np.float64,0x7fd859036530b206,0x40733d5c2252ff81,2
+np.float64,0xb0f5040f61ea1,0xc0733d02292f527b,2
+np.float64,0x3fde5c49ae3cb893,0xbfd4ba4db3ce2cf3,2
+np.float64,0x3fecc4518df988a3,0xbfa7af0bfc98bc65,2
+np.float64,0x3feffee03cbffdc0,0xbf0f3ede6ca7d695,2
+np.float64,0xbc5eac9b78bd6,0xc0733c92fb51c8ae,2
+np.float64,0x3fe2bb4ef765769e,0xbfcdc4f70a65dadc,2
+np.float64,0x5089443ca1129,0xc073427a7d0cde4a,2
+np.float64,0x3fd0d6e29121adc5,0xbfe28e28ece1db86,2
+np.float64,0xbe171e397c2e4,0xc0733c82cede5d02,2
+np.float64,0x4ede27be9dbc6,0xc073429fba1a4af1,2
+np.float64,0x3fe2aff3af655fe7,0xbfcde6b52a8ed3c1,2
+np.float64,0x7fd85ca295b0b944,0x40733d5d2adcccf1,2
+np.float64,0x24919bba49234,0xc07347f6ed704a6f,2
+np.float64,0x7fd74bc1eeae9783,0x40733d0d94a89011,2
+np.float64,0x3fc1cd12cb239a26,0xbfeb6a9c25c2a11d,2
+np.float64,0x3fdafbc0ac35f781,0xbfd8015ccf1f1b51,2
+np.float64,0x3fee01327c3c0265,0xbf9ca1d0d762dc18,2
+np.float64,0x3fe65bd7702cb7af,0xbfc3ee0de5c36b8d,2
+np.float64,0x7349c82ee693a,0xc0733ffc5b6eccf2,2
+np.float64,0x3fdc5906f738b20e,0xbfd6a26288eb5933,2
+np.float64,0x1,0xc07434e6420f4374,2
+np.float64,0x3fb966128a32cc25,0xbff00e0aa7273838,2
+np.float64,0x3fd501ff9a2a03ff,0xbfdef69133482121,2
+np.float64,0x194d4f3c329ab,0xc0734a861b44cfbe,2
+np.float64,0x3fec5d34f8f8ba6a,0xbfaad1b31510e70b,2
+np.float64,0x1635e4c22c6be,0xc0734b6dec650943,2
+np.float64,0x3fead2f8edb5a5f2,0xbfb39dac30a962cf,2
+np.float64,0x3f7dfa4ce03bf49a,0xc00115a112141aa7,2
+np.float64,0x3fef6827223ed04e,0xbf80a42c9edebfe9,2
+np.float64,0xe771f303cee3f,0xc0733b24a6269fe4,2
+np.float64,0x1160ccc622c1b,0xc0734d22604eacb9,2
+np.float64,0x3fc485cd08290b9a,0xbfe970723008c8c9,2
+np.float64,0x7fef99c518bf3389,0x407343fcf9ed202f,2
+np.float64,0x7fd8c1447a318288,0x40733d79a440b44d,2
+np.float64,0xaf219f955e434,0xc0733d149c13f440,2
+np.float64,0xcf45f6239e8bf,0xc0733be8ddda045d,2
+np.float64,0x7599394aeb328,0xc0733fd90fdbb0ea,2
+np.float64,0xc7f6390f8fec7,0xc0733c28bfbc66a3,2
+np.float64,0x3fd39ae96c2735d3,0xbfe0712274a8742b,2
+np.float64,0xa4d6c18f49ad8,0xc0733d805a0528f7,2
+np.float64,0x7fd9ea78d7b3d4f1,0x40733dcb2b74802a,2
+np.float64,0x3fecd251cb39a4a4,0xbfa742ed41d4ae57,2
+np.float64,0x7fed7a07cd7af40f,0x407343813476027e,2
+np.float64,0x3fd328ae7f26515d,0xbfe0c30b56a83c64,2
+np.float64,0x7fc937ff7a326ffe,0x407338c9a45b9140,2
+np.float64,0x3fcf1d31143e3a62,0xbfe3a7f760fbd6a8,2
+np.float64,0x7fb911dcbc3223b8,0x407333ee158cccc7,2
+np.float64,0x3fd352fc83a6a5f9,0xbfe0a47d2f74d283,2
+np.float64,0x7fd310753fa620e9,0x40733ba8fc4300dd,2
+np.float64,0x3febd64b4577ac97,0xbfaefd4a79f95c4b,2
+np.float64,0x6a6961a4d4d2d,0xc073408ae1687943,2
+np.float64,0x3fe4ba73d16974e8,0xbfc8239341b9e457,2
+np.float64,0x3fed8e7cac3b1cf9,0xbfa1a96a0cc5fcdc,2
+np.float64,0x7fd505ec04aa0bd7,0x40733c56f86e3531,2
+np.float64,0x3fdf166e9abe2cdd,0xbfd411e5f8569d70,2
+np.float64,0x7fe1bc6434e378c7,0x40733ff9861bdabb,2
+np.float64,0x3fd3b0b175a76163,0xbfe061ba5703f3c8,2
+np.float64,0x7fed75d7ffbaebaf,0x4073438037ba6f19,2
+np.float64,0x5a9e109cb53c3,0xc07341a8b04819c8,2
+np.float64,0x3fe14786b4e28f0d,0xbfd120b541bb880e,2
+np.float64,0x3fed4948573a9291,0xbfa3b471ff91614b,2
+np.float64,0x66aac5d8cd559,0xc07340ca9b18af46,2
+np.float64,0x3fdb48efd23691e0,0xbfd7b24c5694838b,2
+np.float64,0x7fe6da7d1eadb4f9,0x407341bc7d1fae43,2
+np.float64,0x7feb702cf336e059,0x40734301b96cc3c0,2
+np.float64,0x3fd1e60987a3cc13,0xbfe1b522cfcc3d0e,2
+np.float64,0x3feca57f50794aff,0xbfa89dc90625d39c,2
+np.float64,0x7fdc46dc56b88db8,0x40733e664294a0f9,2
+np.float64,0x8dc8fd811b920,0xc0733e8c5955df06,2
+np.float64,0xf01634abe02c7,0xc0733ae370a76d0c,2
+np.float64,0x3fc6f8d8ab2df1b1,0xbfe7df5093829464,2
+np.float64,0xda3d7597b47af,0xc0733b8d2702727a,2
+np.float64,0x7feefd53227dfaa5,0x407343da3d04db28,2
+np.float64,0x3fe2fbca3525f794,0xbfcd06e134417c08,2
+np.float64,0x7fd36d3ce226da79,0x40733bca7c322df1,2
+np.float64,0x7fec37e00b786fbf,0x4073433397b48a5b,2
+np.float64,0x3fbf133f163e267e,0xbfed4e72f1362a77,2
+np.float64,0x3fc11efbb9223df7,0xbfebf53002a561fe,2
+np.float64,0x3fc89c0e5431381d,0xbfe6ea562364bf81,2
+np.float64,0x3f9cd45da839a8bb,0xbff8ceb14669ee4b,2
+np.float64,0x23dc8fa647b93,0xc0734819aaa9b0ee,2
+np.float64,0x3fe829110d305222,0xbfbf3e60c45e2399,2
+np.float64,0x7fed8144e57b0289,0x40734382e917a02a,2
+np.float64,0x7fe033fbf7a067f7,0x40733f58bb00b20f,2
+np.float64,0xe3807f45c7010,0xc0733b43379415d1,2
+np.float64,0x3fd708fb342e11f6,0xbfdc670ef9793782,2
+np.float64,0x3fe88c924b311925,0xbfbd78210d9e7164,2
+np.float64,0x3fe0a2a7c7614550,0xbfd22efaf0472c4a,2
+np.float64,0x7fe3a37501a746e9,0x407340aecaeade41,2
+np.float64,0x3fd05077ec20a0f0,0xbfe2fedbf07a5302,2
+np.float64,0x7fd33bf61da677eb,0x40733bb8c58912aa,2
+np.float64,0x3feb29bdae76537b,0xbfb2384a8f61b5f9,2
+np.float64,0x3fec0fc14ff81f83,0xbfad3423e7ade174,2
+np.float64,0x3fd0f8b1a1a1f163,0xbfe2725dd4ccea8b,2
+np.float64,0x3fe382d26a6705a5,0xbfcb80dba4218bdf,2
+np.float64,0x3fa873f2cc30e7e6,0xbff522911cb34279,2
+np.float64,0x7fed7fd7377affad,0x4073438292f6829b,2
+np.float64,0x3feeacd8067d59b0,0xbf92cdbeda94b35e,2
+np.float64,0x7fe464d62228c9ab,0x407340f1eee19aa9,2
+np.float64,0xe997648bd32ed,0xc0733b143aa0fad3,2
+np.float64,0x7fea4869f13490d3,0x407342b5333b54f7,2
+np.float64,0x935b871926b71,0xc0733e47c6683319,2
+np.float64,0x28a9d0c05155,0xc0735a7e3532af83,2
+np.float64,0x79026548f204d,0xc0733fa6339ffa2f,2
+np.float64,0x3fdb1daaabb63b55,0xbfd7de839c240ace,2
+np.float64,0x3fc0db73b421b6e7,0xbfec2c6e36c4f416,2
+np.float64,0xb8b50ac1716b,0xc0734ff9fc60ebce,2
+np.float64,0x7fdf13e0c6be27c1,0x40733f0e44f69437,2
+np.float64,0x3fcd0cb97b3a1973,0xbfe49c34ff531273,2
+np.float64,0x3fcbac034b375807,0xbfe54913d73f180d,2
+np.float64,0x3fe091d2a2e123a5,0xbfd24b290a9218de,2
+np.float64,0xede43627dbc87,0xc0733af3c7c7f716,2
+np.float64,0x7fc037e7ed206fcf,0x407335b85fb0fedb,2
+np.float64,0x3fce7ae4c63cf5ca,0xbfe3f1350fe03f28,2
+np.float64,0x7fcdd862263bb0c3,0x407339f5458bb20e,2
+np.float64,0x4d7adf709af5d,0xc07342bf4edfadb2,2
+np.float64,0xdc6c03f3b8d81,0xc0733b7b74d6a635,2
+np.float64,0x3fe72ae0a4ee55c1,0xbfc1f4665608b21f,2
+np.float64,0xcd62f19d9ac5e,0xc0733bf92235e4d8,2
+np.float64,0xe3a7b8fdc74f7,0xc0733b4204f8e166,2
+np.float64,0x3fdafd35adb5fa6b,0xbfd7ffdca0753b36,2
+np.float64,0x3fa023e8702047d1,0xbff8059150ea1464,2
+np.float64,0x99ff336933fe7,0xc0733df961197517,2
+np.float64,0x7feeb365b9bd66ca,0x407343c995864091,2
+np.float64,0x7fe449b49f689368,0x407340e8aa3369e3,2
+np.float64,0x7faf5843043eb085,0x407330aa700136ca,2
+np.float64,0x3fd47b2922a8f652,0xbfdfab3de86f09ee,2
+np.float64,0x7fd9fc3248b3f864,0x40733dcfea6f9b3e,2
+np.float64,0xe20b0d8dc4162,0xc0733b4ea8fe7b3f,2
+np.float64,0x7feff8e0e23ff1c1,0x40734411c490ed70,2
+np.float64,0x7fa58382d02b0705,0x40732e0cf28e14fe,2
+np.float64,0xb8ad9a1b715b4,0xc0733cb630b8f2d4,2
+np.float64,0xe90abcf1d2158,0xc0733b186b04eeee,2
+np.float64,0x7fd6aa6f32ad54dd,0x40733cdccc636604,2
+np.float64,0x3fd8f84eedb1f09e,0xbfda292909a5298a,2
+np.float64,0x7fecd6b1d9f9ad63,0x4073435a472b05b5,2
+np.float64,0x3fd9f47604b3e8ec,0xbfd915e028cbf4a6,2
+np.float64,0x3fd20d9398241b27,0xbfe19691363dd508,2
+np.float64,0x3fe5ed09bbabda13,0xbfc5043dfc9c8081,2
+np.float64,0x7fbe5265363ca4c9,0x407335406f8e4fac,2
+np.float64,0xac2878af5850f,0xc0733d3311be9786,2
+np.float64,0xac2074555840f,0xc0733d3364970018,2
+np.float64,0x3fcd49b96b3a9373,0xbfe47f24c8181d9c,2
+np.float64,0x3fd10caca6a21959,0xbfe2620ae5594f9a,2
+np.float64,0xec5b87e9d8b71,0xc0733aff499e72ca,2
+np.float64,0x9d5e9fad3abd4,0xc0733dd2d70eeb4a,2
+np.float64,0x7fe3d3a24227a744,0x407340bfc2072fdb,2
+np.float64,0x3fc5f7a77c2bef4f,0xbfe87e69d502d784,2
+np.float64,0x33161a66662c4,0xc07345a436308244,2
+np.float64,0xa27acdc744f5a,0xc0733d99feb3d8ea,2
+np.float64,0x3fe2d9301565b260,0xbfcd6c914e204437,2
+np.float64,0x7fd5d111e12ba223,0x40733c98e14a6fd0,2
+np.float64,0x6c3387bed8672,0xc073406d3648171a,2
+np.float64,0x24d89fe849b15,0xc07347e97bec008c,2
+np.float64,0x3fefd763677faec7,0xbf61ae69caa9cad9,2
+np.float64,0x7fe0a4684ba148d0,0x40733f884d32c464,2
+np.float64,0x3fd5c3c939ab8792,0xbfddfaaefc1c7fca,2
+np.float64,0x3fec9b87a6b9370f,0xbfa8eb34efcc6b9b,2
+np.float64,0x3feb062431f60c48,0xbfb2ca6036698877,2
+np.float64,0x3fef97f6633f2fed,0xbf76bc742860a340,2
+np.float64,0x74477490e88ef,0xc0733fed220986bc,2
+np.float64,0x3fe4bea67ce97d4d,0xbfc818525292b0f6,2
+np.float64,0x3fc6add3a92d5ba7,0xbfe80cfdc9a90bda,2
+np.float64,0x847c9ce308f94,0xc0733f05026f5965,2
+np.float64,0x7fea53fd2eb4a7f9,0x407342b841fc4723,2
+np.float64,0x3fc55a16fc2ab42e,0xbfe8e3849130da34,2
+np.float64,0x3fbdf7d07c3befa1,0xbfedcf84b9c6c161,2
+np.float64,0x3fe5fb25aa6bf64b,0xbfc4e083ff96b116,2
+np.float64,0x61c776a8c38ef,0xc0734121611d84d7,2
+np.float64,0x3fec413164f88263,0xbfabadbd05131546,2
+np.float64,0x9bf06fe137e0e,0xc0733de315469ee0,2
+np.float64,0x2075eefc40ebf,0xc07348cae84de924,2
+np.float64,0x3fdd42e0143a85c0,0xbfd5c0b6f60b3cea,2
+np.float64,0xdbb1ab45b7636,0xc0733b8157329daf,2
+np.float64,0x3feac6d56bf58dab,0xbfb3d00771b28621,2
+np.float64,0x7fb2dc825025b904,0x407331f3e950751a,2
+np.float64,0x3fecea6efd79d4de,0xbfa689309cc0e3fe,2
+np.float64,0x3fd83abec7b0757e,0xbfdaff5c674a9c59,2
+np.float64,0x3fd396f7c0272df0,0xbfe073ee75c414ba,2
+np.float64,0x3fe10036c162006e,0xbfd1945a38342ae1,2
+np.float64,0x3fd5bbded52b77be,0xbfde04cca40d4156,2
+np.float64,0x3fe870945ab0e129,0xbfbdf72f0e6206fa,2
+np.float64,0x3fef72fddcbee5fc,0xbf7ee2dba88b1bad,2
+np.float64,0x4e111aa09c224,0xc07342b1e2b29643,2
+np.float64,0x3fd926d8b5b24db1,0xbfd9f58b78d6b061,2
+np.float64,0x3fc55679172aacf2,0xbfe8e5df687842e2,2
+np.float64,0x7f5f1749803e2e92,0x40731886e16cfc4d,2
+np.float64,0x7fea082b53b41056,0x407342a42227700e,2
+np.float64,0x3fece1d1d039c3a4,0xbfa6cb780988a469,2
+np.float64,0x3b2721d8764e5,0xc073449f6a5a4832,2
+np.float64,0x365cb7006cba,0xc0735879ba5f0b6e,2
+np.float64,0x7ff4000000000000,0x7ffc000000000000,2
+np.float64,0x7fe606ce92ac0d9c,0x4073417aeebe97e8,2
+np.float64,0x3fe237b544a46f6b,0xbfcf50f8f76d7df9,2
+np.float64,0x3fe7265e5eee4cbd,0xbfc1ff39089ec8d0,2
+np.float64,0x7fe2bb3c5ea57678,0x4073405aaad81cf2,2
+np.float64,0x3fd811df84b023bf,0xbfdb2e670ea8d8de,2
+np.float64,0x3f6a0efd00341dfa,0xc003fac1ae831241,2
+np.float64,0x3fd0d214afa1a429,0xbfe2922080a91c72,2
+np.float64,0x3feca6a350b94d47,0xbfa894eea3a96809,2
+np.float64,0x7fe23e5c76247cb8,0x4073402bbaaf71c7,2
+np.float64,0x3fe739a1fdae7344,0xbfc1d109f66efb5d,2
+np.float64,0x3fdf4b8e283e971c,0xbfd3e28f46169cc5,2
+np.float64,0x38f2535271e4b,0xc07344e3085219fa,2
+np.float64,0x7fd263a0f9a4c741,0x40733b68d945dae0,2
+np.float64,0x7fdd941863bb2830,0x40733eb651e3dca9,2
+np.float64,0xace7279159ce5,0xc0733d2b63b5947e,2
+np.float64,0x7fe34670b2268ce0,0x4073408d92770cb5,2
+np.float64,0x7fd11fa6dfa23f4d,0x40733aea02e76ea3,2
+np.float64,0x3fe6d9cbca6db398,0xbfc2b84b5c8c7eab,2
+np.float64,0x3fd69a0274ad3405,0xbfdcee3c7e52c463,2
+np.float64,0x3feb5af671f6b5ed,0xbfb16f88d739477f,2
+np.float64,0x3feea400163d4800,0xbf934e071c64fd0b,2
+np.float64,0x3fefd6bcf17fad7a,0xbf61f711c392b119,2
+np.float64,0x3fe148d43da291a8,0xbfd11e9cd3f91cd3,2
+np.float64,0x7fedf1308b7be260,0x4073439d135656da,2
+np.float64,0x3fe614c99c6c2993,0xbfc49fd1984dfd6d,2
+np.float64,0xd6e8d4e5add1b,0xc0733ba88256026e,2
+np.float64,0xfff0000000000000,0x7ff8000000000000,2
+np.float64,0x3fb530b5562a616b,0xbff1504bcc5c8f73,2
+np.float64,0xb7da68396fb4d,0xc0733cbe2790f52e,2
+np.float64,0x7fad78e26c3af1c4,0x4073303cdbfb0a15,2
+np.float64,0x7fee5698447cad30,0x407343b474573a8b,2
+np.float64,0x3fd488325c291065,0xbfdf999296d901e7,2
+np.float64,0x2669283a4cd26,0xc073479f823109a4,2
+np.float64,0x7fef3b090afe7611,0x407343e805a3b264,2
+np.float64,0x7fe8b96ae0f172d5,0x4073424874a342ab,2
+np.float64,0x7fef409f56fe813e,0x407343e943c3cd44,2
+np.float64,0x3fed28073dfa500e,0xbfa4b17e4cd31a3a,2
+np.float64,0x7f87ecc4802fd988,0x40732527e027b24b,2
+np.float64,0x3fdda24da0bb449b,0xbfd566a43ac035af,2
+np.float64,0x179fc9e62f3fa,0xc0734b0028c80fc1,2
+np.float64,0x3fef85b0927f0b61,0xbf7ac27565d5ab4f,2
+np.float64,0x5631501aac62b,0xc0734201be12c5d4,2
+np.float64,0x3fd782e424af05c8,0xbfdbd57544f8a7c3,2
+np.float64,0x3fe603a9a6ac0753,0xbfc4caff04dc3caf,2
+np.float64,0x7fbd5225163aa449,0x40733504b88f0a56,2
+np.float64,0x3fecd27506b9a4ea,0xbfa741dd70e6b08c,2
+np.float64,0x9c99603b3932c,0xc0733ddb922dc5db,2
+np.float64,0x3fbeb57f1a3d6afe,0xbfed789ff217aa08,2
+np.float64,0x3fef9c0f85bf381f,0xbf75d5c3d6cb281a,2
+np.float64,0x3fde4afb613c95f7,0xbfd4ca2a231c9005,2
+np.float64,0x396233d472c47,0xc07344d56ee70631,2
+np.float64,0x3fb31ea1c6263d44,0xbff207356152138d,2
+np.float64,0x3fe50bdf78aa17bf,0xbfc74ae0cbffb735,2
+np.float64,0xef74c701dee99,0xc0733ae81e4bb443,2
+np.float64,0x9a3e13a1347c3,0xc0733df68b60afc7,2
+np.float64,0x33ba4f886774b,0xc073458e03f0c13e,2
+np.float64,0x3fe8ba0e9931741d,0xbfbcaadf974e8f64,2
+np.float64,0x3fe090a4cd61214a,0xbfd24d236cf365d6,2
+np.float64,0x7fd87d992930fb31,0x40733d668b73b820,2
+np.float64,0x3fe6422b296c8456,0xbfc42e070b695d01,2
+np.float64,0x3febe9334677d267,0xbfae667864606cfe,2
+np.float64,0x771a3ce4ee348,0xc0733fc274d12c97,2
+np.float64,0x3fe0413542e0826b,0xbfd2d3b08fb5b8a6,2
+np.float64,0x3fd00870ea2010e2,0xbfe33cc04cbd42e0,2
+np.float64,0x3fe74fb817ae9f70,0xbfc19c45dbf919e1,2
+np.float64,0x40382fa08071,0xc07357514ced5577,2
+np.float64,0xa14968474292d,0xc0733da71a990f3a,2
+np.float64,0x5487c740a90fa,0xc0734224622d5801,2
+np.float64,0x3fed7d8d14fafb1a,0xbfa228f7ecc2ac03,2
+np.float64,0x3fe39bb485e73769,0xbfcb3a235a722960,2
+np.float64,0x3fd01090b2202121,0xbfe335b752589a22,2
+np.float64,0x3fd21a3e7da4347d,0xbfe18cd435a7c582,2
+np.float64,0x3fe7fa855a2ff50b,0xbfc00ab0665709fe,2
+np.float64,0x3fedc0d4577b81a9,0xbfa02fef3ff553fc,2
+np.float64,0x3fe99d4906333a92,0xbfb8bf18220e5e8e,2
+np.float64,0x3fd944ee3c3289dc,0xbfd9d46071675e73,2
+np.float64,0x3fe3ed8d52e7db1b,0xbfca53f8d4aef484,2
+np.float64,0x7fe748623a6e90c3,0x407341dd97c9dd79,2
+np.float64,0x3fea1b4b98343697,0xbfb6a1560a56927f,2
+np.float64,0xe1215715c242b,0xc0733b55dbf1f0a8,2
+np.float64,0x3fd0d5bccca1ab7a,0xbfe28f1b66d7a470,2
+np.float64,0x881a962710353,0xc0733ed51848a30d,2
+np.float64,0x3fcf022afe3e0456,0xbfe3b40eabf24501,2
+np.float64,0x3fdf1ac6bbbe358d,0xbfd40e03e888288d,2
+np.float64,0x3fa51a5eac2a34bd,0xbff628a7c34d51b3,2
+np.float64,0x3fdbaf408d375e81,0xbfd74ad39d97c92a,2
+np.float64,0x3fcd2418ea3a4832,0xbfe4910b009d8b11,2
+np.float64,0x3fc7b3062a2f660c,0xbfe7706dc47993e1,2
+np.float64,0x7fb8232218304643,0x407333aaa7041a9f,2
+np.float64,0x7fd5f186362be30b,0x40733ca32fdf9cc6,2
+np.float64,0x3fe57ef1d6aafde4,0xbfc61e23d00210c7,2
+np.float64,0x7c6830baf8d07,0xc0733f74f19e9dad,2
+np.float64,0xcacbfd5595980,0xc0733c0fb49edca7,2
+np.float64,0x3fdfdeac873fbd59,0xbfd36114c56bed03,2
+np.float64,0x3fd31f0889263e11,0xbfe0ca0cc1250169,2
+np.float64,0x3fe839fbe47073f8,0xbfbef0a2abc3d63f,2
+np.float64,0x3fc36af57e26d5eb,0xbfea3553f38770b7,2
+np.float64,0x3fe73dbc44ee7b79,0xbfc1c738f8fa6b3d,2
+np.float64,0x3fd3760e4da6ec1d,0xbfe08b5b609d11e5,2
+np.float64,0x3fee1cfa297c39f4,0xbf9b06d081bc9d5b,2
+np.float64,0xdfb01561bf61,0xc0734ea55e559888,2
+np.float64,0x687bd01cd0f7b,0xc07340ab67fe1816,2
+np.float64,0x3fefc88f4cbf911f,0xbf6828c359cf19dc,2
+np.float64,0x8ad34adb15a6a,0xc0733eb1e03811e5,2
+np.float64,0x3fe2b49c12e56938,0xbfcdd8dbdbc0ce59,2
+np.float64,0x6e05037adc0a1,0xc073404f91261635,2
+np.float64,0x3fe2fd737fe5fae7,0xbfcd020407ef4d78,2
+np.float64,0x3fd0f3c0dc21e782,0xbfe2766a1ab02eae,2
+np.float64,0x28564d9850acb,0xc073474875f87c5e,2
+np.float64,0x3fe4758015a8eb00,0xbfc8ddb45134a1bd,2
+np.float64,0x7fe7f19306efe325,0x4073420f626141a7,2
+np.float64,0x7fd27f34c0a4fe69,0x40733b733d2a5b50,2
+np.float64,0x92c2366325847,0xc0733e4f04f8195a,2
+np.float64,0x3fc21f8441243f09,0xbfeb2ad23bc1ab0b,2
+np.float64,0x3fc721d3e42e43a8,0xbfe7c69bb47b40c2,2
+np.float64,0x3fe2f11a1625e234,0xbfcd26363b9c36c3,2
+np.float64,0x3fdcb585acb96b0b,0xbfd648446237cb55,2
+np.float64,0x3fd4060bf2280c18,0xbfe025fd4c8a658b,2
+np.float64,0x7fb8ae2750315c4e,0x407333d23b025d08,2
+np.float64,0x3fe3a03119a74062,0xbfcb2d6c91b38552,2
+np.float64,0x7fdd2af92bba55f1,0x40733e9d737e16e6,2
+np.float64,0x3fe50b05862a160b,0xbfc74d20815fe36b,2
+np.float64,0x164409f82c882,0xc0734b6980e19c03,2
+np.float64,0x3fe4093712a8126e,0xbfca070367fda5e3,2
+np.float64,0xae3049935c609,0xc0733d1e3608797b,2
+np.float64,0x3fd71df4b4ae3be9,0xbfdc4dcb7637600d,2
+np.float64,0x7fca01e8023403cf,0x407339006c521c49,2
+np.float64,0x3fb0c5c43e218b88,0xbff2f03211c63f25,2
+np.float64,0x3fee757af83ceaf6,0xbf95f33a6e56b454,2
+np.float64,0x3f865f1f402cbe3f,0xbfff62d9c9072bd7,2
+np.float64,0x89864e95130ca,0xc0733ec29f1e32c6,2
+np.float64,0x3fe51482bcea2905,0xbfc73414ddc8f1b7,2
+np.float64,0x7fd802f8fa3005f1,0x40733d43684e460a,2
+np.float64,0x3fbeb86ca63d70d9,0xbfed774ccca9b8f5,2
+np.float64,0x3fb355dcc826abba,0xbff1f33f9339e7a3,2
+np.float64,0x3fe506c61eaa0d8c,0xbfc7585a3f7565a6,2
+np.float64,0x7fe393f25ba727e4,0x407340a94bcea73b,2
+np.float64,0xf66f532decdeb,0xc0733ab5041feb0f,2
+np.float64,0x3fe26e872be4dd0e,0xbfceaaab466f32e0,2
+np.float64,0x3fefd9e290bfb3c5,0xbf60977d24496295,2
+np.float64,0x7fe19c5f692338be,0x40733fecef53ad95,2
+np.float64,0x3fe80365ab3006cb,0xbfbfec4090ef76ec,2
+np.float64,0x3fe88ab39eb11567,0xbfbd8099388d054d,2
+np.float64,0x3fe68fb09fad1f61,0xbfc36db9de38c2c0,2
+np.float64,0x3fe9051883b20a31,0xbfbb5b75b8cb8f24,2
+np.float64,0x3fd4708683a8e10d,0xbfdfb9b085dd8a83,2
+np.float64,0x3fe00ac11a601582,0xbfd3316af3e43500,2
+np.float64,0xd16af30ba2d5f,0xc0733bd68e8252f9,2
+np.float64,0x3fb97d654632facb,0xbff007ac1257f575,2
+np.float64,0x7fd637c10fac6f81,0x40733cb949d76546,2
+np.float64,0x7fed2cab6dba5956,0x4073436edfc3764e,2
+np.float64,0x3fed04afbbba095f,0xbfa5bfaa5074b7f4,2
+np.float64,0x0,0xfff0000000000000,2
+np.float64,0x389a1dc671345,0xc07344edd4206338,2
+np.float64,0x3fbc9ba25a393745,0xbfee74c34f49b921,2
+np.float64,0x3feee749947dce93,0xbf8f032d9cf6b5ae,2
+np.float64,0xedc4cf89db89a,0xc0733af4b2a57920,2
+np.float64,0x3fe41629eba82c54,0xbfc9e321faf79e1c,2
+np.float64,0x3feb0bcbf7b61798,0xbfb2b31e5d952869,2
+np.float64,0xad60654b5ac0d,0xc0733d26860df676,2
+np.float64,0x3fe154e1ff22a9c4,0xbfd10b416e58c867,2
+np.float64,0x7fb20e9c8a241d38,0x407331a66453b8bc,2
+np.float64,0x7fcbbaaf7d37755e,0x4073397274f28008,2
+np.float64,0x187d0fbc30fa3,0xc0734ac03cc98cc9,2
+np.float64,0x7fd153afeaa2a75f,0x40733aff00b4311d,2
+np.float64,0x3fe05310a5e0a621,0xbfd2b5386aeecaac,2
+np.float64,0x7fea863b2b750c75,0x407342c57807f700,2
+np.float64,0x3fed5f0c633abe19,0xbfa30f6cfbc4bf94,2
+np.float64,0xf227c8b3e44f9,0xc0733ad42daaec9f,2
+np.float64,0x3fe956524772aca5,0xbfb9f4cabed7081d,2
+np.float64,0xefd11af7dfa24,0xc0733ae570ed2552,2
+np.float64,0x1690fff02d221,0xc0734b51a56c2980,2
+np.float64,0x7fd2e547a825ca8e,0x40733b992d6d9635,2

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/test_overrides.py

@@ -0,0 +1,759 @@
+import inspect
+import sys
+import os
+import tempfile
+from io import StringIO
+from unittest import mock
+
+import numpy as np
+from numpy.testing import (
+    assert_, assert_equal, assert_raises, assert_raises_regex)
+from numpy.core.overrides import (
+    _get_implementing_args, array_function_dispatch,
+    verify_matching_signatures)
+from numpy.compat import pickle
+import pytest
+
+
+def _return_not_implemented(self, *args, **kwargs):
+    return NotImplemented
+
+
+# need to define this at the top level to test pickling
+@array_function_dispatch(lambda array: (array,))
+def dispatched_one_arg(array):
+    """Docstring."""
+    return 'original'
+
+
+@array_function_dispatch(lambda array1, array2: (array1, array2))
+def dispatched_two_arg(array1, array2):
+    """Docstring."""
+    return 'original'
+
+
+class TestGetImplementingArgs:
+
+    def test_ndarray(self):
+        array = np.array(1)
+
+        args = _get_implementing_args([array])
+        assert_equal(list(args), [array])
+
+        args = _get_implementing_args([array, array])
+        assert_equal(list(args), [array])
+
+        args = _get_implementing_args([array, 1])
+        assert_equal(list(args), [array])
+
+        args = _get_implementing_args([1, array])
+        assert_equal(list(args), [array])
+
+    def test_ndarray_subclasses(self):
+
+        class OverrideSub(np.ndarray):
+            __array_function__ = _return_not_implemented
+
+        class NoOverrideSub(np.ndarray):
+            pass
+
+        array = np.array(1).view(np.ndarray)
+        override_sub = np.array(1).view(OverrideSub)
+        no_override_sub = np.array(1).view(NoOverrideSub)
+
+        args = _get_implementing_args([array, override_sub])
+        assert_equal(list(args), [override_sub, array])
+
+        args = _get_implementing_args([array, no_override_sub])
+        assert_equal(list(args), [no_override_sub, array])
+
+        args = _get_implementing_args(
+            [override_sub, no_override_sub])
+        assert_equal(list(args), [override_sub, no_override_sub])
+
+    def test_ndarray_and_duck_array(self):
+
+        class Other:
+            __array_function__ = _return_not_implemented
+
+        array = np.array(1)
+        other = Other()
+
+        args = _get_implementing_args([other, array])
+        assert_equal(list(args), [other, array])
+
+        args = _get_implementing_args([array, other])
+        assert_equal(list(args), [array, other])
+
+    def test_ndarray_subclass_and_duck_array(self):
+
+        class OverrideSub(np.ndarray):
+            __array_function__ = _return_not_implemented
+
+        class Other:
+            __array_function__ = _return_not_implemented
+
+        array = np.array(1)
+        subarray = np.array(1).view(OverrideSub)
+        other = Other()
+
+        assert_equal(_get_implementing_args([array, subarray, other]),
+                     [subarray, array, other])
+        assert_equal(_get_implementing_args([array, other, subarray]),
+                     [subarray, array, other])
+
+    def test_many_duck_arrays(self):
+
+        class A:
+            __array_function__ = _return_not_implemented
+
+        class B(A):
+            __array_function__ = _return_not_implemented
+
+        class C(A):
+            __array_function__ = _return_not_implemented
+
+        class D:
+            __array_function__ = _return_not_implemented
+
+        a = A()
+        b = B()
+        c = C()
+        d = D()
+
+        assert_equal(_get_implementing_args([1]), [])
+        assert_equal(_get_implementing_args([a]), [a])
+        assert_equal(_get_implementing_args([a, 1]), [a])
+        assert_equal(_get_implementing_args([a, a, a]), [a])
+        assert_equal(_get_implementing_args([a, d, a]), [a, d])
+        assert_equal(_get_implementing_args([a, b]), [b, a])
+        assert_equal(_get_implementing_args([b, a]), [b, a])
+        assert_equal(_get_implementing_args([a, b, c]), [b, c, a])
+        assert_equal(_get_implementing_args([a, c, b]), [c, b, a])
+
+    def test_too_many_duck_arrays(self):
+        namespace = dict(__array_function__=_return_not_implemented)
+        types = [type('A' + str(i), (object,), namespace) for i in range(33)]
+        relevant_args = [t() for t in types]
+
+        actual = _get_implementing_args(relevant_args[:32])
+        assert_equal(actual, relevant_args[:32])
+
+        with assert_raises_regex(TypeError, 'distinct argument types'):
+            _get_implementing_args(relevant_args)
+
+
+class TestNDArrayArrayFunction:
+
+    def test_method(self):
+
+        class Other:
+            __array_function__ = _return_not_implemented
+
+        class NoOverrideSub(np.ndarray):
+            pass
+
+        class OverrideSub(np.ndarray):
+            __array_function__ = _return_not_implemented
+
+        array = np.array([1])
+        other = Other()
+        no_override_sub = array.view(NoOverrideSub)
+        override_sub = array.view(OverrideSub)
+
+        result = array.__array_function__(func=dispatched_two_arg,
+                                          types=(np.ndarray,),
+                                          args=(array, 1.), kwargs={})
+        assert_equal(result, 'original')
+
+        result = array.__array_function__(func=dispatched_two_arg,
+                                          types=(np.ndarray, Other),
+                                          args=(array, other), kwargs={})
+        assert_(result is NotImplemented)
+
+        result = array.__array_function__(func=dispatched_two_arg,
+                                          types=(np.ndarray, NoOverrideSub),
+                                          args=(array, no_override_sub),
+                                          kwargs={})
+        assert_equal(result, 'original')
+
+        result = array.__array_function__(func=dispatched_two_arg,
+                                          types=(np.ndarray, OverrideSub),
+                                          args=(array, override_sub),
+                                          kwargs={})
+        assert_equal(result, 'original')
+
+        with assert_raises_regex(TypeError, 'no implementation found'):
+            np.concatenate((array, other))
+
+        expected = np.concatenate((array, array))
+        result = np.concatenate((array, no_override_sub))
+        assert_equal(result, expected.view(NoOverrideSub))
+        result = np.concatenate((array, override_sub))
+        assert_equal(result, expected.view(OverrideSub))
+
+    def test_no_wrapper(self):
+        # This shouldn't happen unless a user intentionally calls
+        # __array_function__ with invalid arguments, but check that we raise
+        # an appropriate error all the same.
+        array = np.array(1)
+        func = lambda x: x
+        with assert_raises_regex(AttributeError, '_implementation'):
+            array.__array_function__(func=func, types=(np.ndarray,),
+                                     args=(array,), kwargs={})
+
+
+class TestArrayFunctionDispatch:
+
+    def test_pickle(self):
+        for proto in range(2, pickle.HIGHEST_PROTOCOL + 1):
+            roundtripped = pickle.loads(
+                    pickle.dumps(dispatched_one_arg, protocol=proto))
+            assert_(roundtripped is dispatched_one_arg)
+
+    def test_name_and_docstring(self):
+        assert_equal(dispatched_one_arg.__name__, 'dispatched_one_arg')
+        if sys.flags.optimize < 2:
+            assert_equal(dispatched_one_arg.__doc__, 'Docstring.')
+
+    def test_interface(self):
+
+        class MyArray:
+            def __array_function__(self, func, types, args, kwargs):
+                return (self, func, types, args, kwargs)
+
+        original = MyArray()
+        (obj, func, types, args, kwargs) = dispatched_one_arg(original)
+        assert_(obj is original)
+        assert_(func is dispatched_one_arg)
+        assert_equal(set(types), {MyArray})
+        # assert_equal uses the overloaded np.iscomplexobj() internally
+        assert_(args == (original,))
+        assert_equal(kwargs, {})
+
+    def test_not_implemented(self):
+
+        class MyArray:
+            def __array_function__(self, func, types, args, kwargs):
+                return NotImplemented
+
+        array = MyArray()
+        with assert_raises_regex(TypeError, 'no implementation found'):
+            dispatched_one_arg(array)
+
+    def test_where_dispatch(self):
+
+        class DuckArray:
+            def __array_function__(self, ufunc, method, *inputs, **kwargs):
+                return "overridden"
+
+        array = np.array(1)
+        duck_array = DuckArray()
+
+        result = np.std(array, where=duck_array)
+
+        assert_equal(result, "overridden")
+
+
+class TestVerifyMatchingSignatures:
+
+    def test_verify_matching_signatures(self):
+
+        verify_matching_signatures(lambda x: 0, lambda x: 0)
+        verify_matching_signatures(lambda x=None: 0, lambda x=None: 0)
+        verify_matching_signatures(lambda x=1: 0, lambda x=None: 0)
+
+        with assert_raises(RuntimeError):
+            verify_matching_signatures(lambda a: 0, lambda b: 0)
+        with assert_raises(RuntimeError):
+            verify_matching_signatures(lambda x: 0, lambda x=None: 0)
+        with assert_raises(RuntimeError):
+            verify_matching_signatures(lambda x=None: 0, lambda y=None: 0)
+        with assert_raises(RuntimeError):
+            verify_matching_signatures(lambda x=1: 0, lambda y=1: 0)
+
+    def test_array_function_dispatch(self):
+
+        with assert_raises(RuntimeError):
+            @array_function_dispatch(lambda x: (x,))
+            def f(y):
+                pass
+
+        # should not raise
+        @array_function_dispatch(lambda x: (x,), verify=False)
+        def f(y):
+            pass
+
+
+def _new_duck_type_and_implements():
+    """Create a duck array type and implements functions."""
+    HANDLED_FUNCTIONS = {}
+
+    class MyArray:
+        def __array_function__(self, func, types, args, kwargs):
+            if func not in HANDLED_FUNCTIONS:
+                return NotImplemented
+            if not all(issubclass(t, MyArray) for t in types):
+                return NotImplemented
+            return HANDLED_FUNCTIONS[func](*args, **kwargs)
+
+    def implements(numpy_function):
+        """Register an __array_function__ implementations."""
+        def decorator(func):
+            HANDLED_FUNCTIONS[numpy_function] = func
+            return func
+        return decorator
+
+    return (MyArray, implements)
+
+
+class TestArrayFunctionImplementation:
+
+    def test_one_arg(self):
+        MyArray, implements = _new_duck_type_and_implements()
+
+        @implements(dispatched_one_arg)
+        def _(array):
+            return 'myarray'
+
+        assert_equal(dispatched_one_arg(1), 'original')
+        assert_equal(dispatched_one_arg(MyArray()), 'myarray')
+
+    def test_optional_args(self):
+        MyArray, implements = _new_duck_type_and_implements()
+
+        @array_function_dispatch(lambda array, option=None: (array,))
+        def func_with_option(array, option='default'):
+            return option
+
+        @implements(func_with_option)
+        def my_array_func_with_option(array, new_option='myarray'):
+            return new_option
+
+        # we don't need to implement every option on __array_function__
+        # implementations
+        assert_equal(func_with_option(1), 'default')
+        assert_equal(func_with_option(1, option='extra'), 'extra')
+        assert_equal(func_with_option(MyArray()), 'myarray')
+        with assert_raises(TypeError):
+            func_with_option(MyArray(), option='extra')
+
+        # but new options on implementations can't be used
+        result = my_array_func_with_option(MyArray(), new_option='yes')
+        assert_equal(result, 'yes')
+        with assert_raises(TypeError):
+            func_with_option(MyArray(), new_option='no')
+
+    def test_not_implemented(self):
+        MyArray, implements = _new_duck_type_and_implements()
+
+        @array_function_dispatch(lambda array: (array,), module='my')
+        def func(array):
+            return array
+
+        array = np.array(1)
+        assert_(func(array) is array)
+        assert_equal(func.__module__, 'my')
+
+        with assert_raises_regex(
+                TypeError, "no implementation found for 'my.func'"):
+            func(MyArray())
+
+    @pytest.mark.parametrize("name", ["concatenate", "mean", "asarray"])
+    def test_signature_error_message_simple(self, name):
+        func = getattr(np, name)
+        try:
+            # all of these functions need an argument:
+            func()
+        except TypeError as e:
+            exc = e
+
+        assert exc.args[0].startswith(f"{name}()")
+
+    def test_signature_error_message(self):
+        # The lambda function will be named "<lambda>", but the TypeError
+        # should show the name as "func"
+        def _dispatcher():
+            return ()
+
+        @array_function_dispatch(_dispatcher)
+        def func():
+            pass
+
+        try:
+            func._implementation(bad_arg=3)
+        except TypeError as e:
+            expected_exception = e
+
+        try:
+            func(bad_arg=3)
+            raise AssertionError("must fail")
+        except TypeError as exc:
+            if exc.args[0].startswith("_dispatcher"):
+                # We replace the qualname currently, but it used `__name__`
+                # (relevant functions have the same name and qualname anyway)
+                pytest.skip("Python version is not using __qualname__ for "
+                            "TypeError formatting.")
+
+            assert exc.args == expected_exception.args
+
+    @pytest.mark.parametrize("value", [234, "this func is not replaced"])
+    def test_dispatcher_error(self, value):
+        # If the dispatcher raises an error, we must not attempt to mutate it
+        error = TypeError(value)
+
+        def dispatcher():
+            raise error
+
+        @array_function_dispatch(dispatcher)
+        def func():
+            return 3
+
+        try:
+            func()
+            raise AssertionError("must fail")
+        except TypeError as exc:
+            assert exc is error  # unmodified exception
+
+    def test_properties(self):
+        # Check that str and repr are sensible
+        func = dispatched_two_arg
+        assert str(func) == str(func._implementation)
+        repr_no_id = repr(func).split("at ")[0]
+        repr_no_id_impl = repr(func._implementation).split("at ")[0]
+        assert repr_no_id == repr_no_id_impl
+
+    @pytest.mark.parametrize("func", [
+            lambda x, y: 0,  # no like argument
+            lambda like=None: 0,  # not keyword only
+            lambda *, like=None, a=3: 0,  # not last (not that it matters)
+        ])
+    def test_bad_like_sig(self, func):
+        # We sanity check the signature, and these should fail.
+        with pytest.raises(RuntimeError):
+            array_function_dispatch()(func)
+
+    def test_bad_like_passing(self):
+        # Cover internal sanity check for passing like as first positional arg
+        def func(*, like=None):
+            pass
+
+        func_with_like = array_function_dispatch()(func)
+        with pytest.raises(TypeError):
+            func_with_like()
+        with pytest.raises(TypeError):
+            func_with_like(like=234)
+
+    def test_too_many_args(self):
+        # Mainly a unit-test to increase coverage
+        objs = []
+        for i in range(40):
+            class MyArr:
+                def __array_function__(self, *args, **kwargs):
+                    return NotImplemented
+
+            objs.append(MyArr())
+
+        def _dispatch(*args):
+            return args
+
+        @array_function_dispatch(_dispatch)
+        def func(*args):
+            pass
+
+        with pytest.raises(TypeError, match="maximum number"):
+            func(*objs)
+
+
+
+class TestNDArrayMethods:
+
+    def test_repr(self):
+        # gh-12162: should still be defined even if __array_function__ doesn't
+        # implement np.array_repr()
+
+        class MyArray(np.ndarray):
+            def __array_function__(*args, **kwargs):
+                return NotImplemented
+
+        array = np.array(1).view(MyArray)
+        assert_equal(repr(array), 'MyArray(1)')
+        assert_equal(str(array), '1')
+
+
+class TestNumPyFunctions:
+
+    def test_set_module(self):
+        assert_equal(np.sum.__module__, 'numpy')
+        assert_equal(np.char.equal.__module__, 'numpy.char')
+        assert_equal(np.fft.fft.__module__, 'numpy.fft')
+        assert_equal(np.linalg.solve.__module__, 'numpy.linalg')
+
+    def test_inspect_sum(self):
+        signature = inspect.signature(np.sum)
+        assert_('axis' in signature.parameters)
+
+    def test_override_sum(self):
+        MyArray, implements = _new_duck_type_and_implements()
+
+        @implements(np.sum)
+        def _(array):
+            return 'yes'
+
+        assert_equal(np.sum(MyArray()), 'yes')
+
+    def test_sum_on_mock_array(self):
+
+        # We need a proxy for mocks because __array_function__ is only looked
+        # up in the class dict
+        class ArrayProxy:
+            def __init__(self, value):
+                self.value = value
+            def __array_function__(self, *args, **kwargs):
+                return self.value.__array_function__(*args, **kwargs)
+            def __array__(self, *args, **kwargs):
+                return self.value.__array__(*args, **kwargs)
+
+        proxy = ArrayProxy(mock.Mock(spec=ArrayProxy))
+        proxy.value.__array_function__.return_value = 1
+        result = np.sum(proxy)
+        assert_equal(result, 1)
+        proxy.value.__array_function__.assert_called_once_with(
+            np.sum, (ArrayProxy,), (proxy,), {})
+        proxy.value.__array__.assert_not_called()
+
+    def test_sum_forwarding_implementation(self):
+
+        class MyArray(np.ndarray):
+
+            def sum(self, axis, out):
+                return 'summed'
+
+            def __array_function__(self, func, types, args, kwargs):
+                return super().__array_function__(func, types, args, kwargs)
+
+        # note: the internal implementation of np.sum() calls the .sum() method
+        array = np.array(1).view(MyArray)
+        assert_equal(np.sum(array), 'summed')
+
+
+class TestArrayLike:
+    def setup_method(self):
+        class MyArray():
+            def __init__(self, function=None):
+                self.function = function
+
+            def __array_function__(self, func, types, args, kwargs):
+                assert func is getattr(np, func.__name__)
+                try:
+                    my_func = getattr(self, func.__name__)
+                except AttributeError:
+                    return NotImplemented
+                return my_func(*args, **kwargs)
+
+        self.MyArray = MyArray
+
+        class MyNoArrayFunctionArray():
+            def __init__(self, function=None):
+                self.function = function
+
+        self.MyNoArrayFunctionArray = MyNoArrayFunctionArray
+
+    def add_method(self, name, arr_class, enable_value_error=False):
+        def _definition(*args, **kwargs):
+            # Check that `like=` isn't propagated downstream
+            assert 'like' not in kwargs
+
+            if enable_value_error and 'value_error' in kwargs:
+                raise ValueError
+
+            return arr_class(getattr(arr_class, name))
+        setattr(arr_class, name, _definition)
+
+    def func_args(*args, **kwargs):
+        return args, kwargs
+
+    def test_array_like_not_implemented(self):
+        self.add_method('array', self.MyArray)
+
+        ref = self.MyArray.array()
+
+        with assert_raises_regex(TypeError, 'no implementation found'):
+            array_like = np.asarray(1, like=ref)
+
+    _array_tests = [
+        ('array', *func_args((1,))),
+        ('asarray', *func_args((1,))),
+        ('asanyarray', *func_args((1,))),
+        ('ascontiguousarray', *func_args((2, 3))),
+        ('asfortranarray', *func_args((2, 3))),
+        ('require', *func_args((np.arange(6).reshape(2, 3),),
+                               requirements=['A', 'F'])),
+        ('empty', *func_args((1,))),
+        ('full', *func_args((1,), 2)),
+        ('ones', *func_args((1,))),
+        ('zeros', *func_args((1,))),
+        ('arange', *func_args(3)),
+        ('frombuffer', *func_args(b'\x00' * 8, dtype=int)),
+        ('fromiter', *func_args(range(3), dtype=int)),
+        ('fromstring', *func_args('1,2', dtype=int, sep=',')),
+        ('loadtxt', *func_args(lambda: StringIO('0 1\n2 3'))),
+        ('genfromtxt', *func_args(lambda: StringIO('1,2.1'),
+                                  dtype=[('int', 'i8'), ('float', 'f8')],
+                                  delimiter=',')),
+    ]
+
+    @pytest.mark.parametrize('function, args, kwargs', _array_tests)
+    @pytest.mark.parametrize('numpy_ref', [True, False])
+    def test_array_like(self, function, args, kwargs, numpy_ref):
+        self.add_method('array', self.MyArray)
+        self.add_method(function, self.MyArray)
+        np_func = getattr(np, function)
+        my_func = getattr(self.MyArray, function)
+
+        if numpy_ref is True:
+            ref = np.array(1)
+        else:
+            ref = self.MyArray.array()
+
+        like_args = tuple(a() if callable(a) else a for a in args)
+        array_like = np_func(*like_args, **kwargs, like=ref)
+
+        if numpy_ref is True:
+            assert type(array_like) is np.ndarray
+
+            np_args = tuple(a() if callable(a) else a for a in args)
+            np_arr = np_func(*np_args, **kwargs)
+
+            # Special-case np.empty to ensure values match
+            if function == "empty":
+                np_arr.fill(1)
+                array_like.fill(1)
+
+            assert_equal(array_like, np_arr)
+        else:
+            assert type(array_like) is self.MyArray
+            assert array_like.function is my_func
+
+    @pytest.mark.parametrize('function, args, kwargs', _array_tests)
+    @pytest.mark.parametrize('ref', [1, [1], "MyNoArrayFunctionArray"])
+    def test_no_array_function_like(self, function, args, kwargs, ref):
+        self.add_method('array', self.MyNoArrayFunctionArray)
+        self.add_method(function, self.MyNoArrayFunctionArray)
+        np_func = getattr(np, function)
+
+        # Instantiate ref if it's the MyNoArrayFunctionArray class
+        if ref == "MyNoArrayFunctionArray":
+            ref = self.MyNoArrayFunctionArray.array()
+
+        like_args = tuple(a() if callable(a) else a for a in args)
+
+        with assert_raises_regex(TypeError,
+                'The `like` argument must be an array-like that implements'):
+            np_func(*like_args, **kwargs, like=ref)
+
+    @pytest.mark.parametrize('numpy_ref', [True, False])
+    def test_array_like_fromfile(self, numpy_ref):
+        self.add_method('array', self.MyArray)
+        self.add_method("fromfile", self.MyArray)
+
+        if numpy_ref is True:
+            ref = np.array(1)
+        else:
+            ref = self.MyArray.array()
+
+        data = np.random.random(5)
+
+        with tempfile.TemporaryDirectory() as tmpdir:
+            fname = os.path.join(tmpdir, "testfile")
+            data.tofile(fname)
+
+            array_like = np.fromfile(fname, like=ref)
+            if numpy_ref is True:
+                assert type(array_like) is np.ndarray
+                np_res = np.fromfile(fname, like=ref)
+                assert_equal(np_res, data)
+                assert_equal(array_like, np_res)
+            else:
+                assert type(array_like) is self.MyArray
+                assert array_like.function is self.MyArray.fromfile
+
+    def test_exception_handling(self):
+        self.add_method('array', self.MyArray, enable_value_error=True)
+
+        ref = self.MyArray.array()
+
+        with assert_raises(TypeError):
+            # Raises the error about `value_error` being invalid first
+            np.array(1, value_error=True, like=ref)
+
+    @pytest.mark.parametrize('function, args, kwargs', _array_tests)
+    def test_like_as_none(self, function, args, kwargs):
+        self.add_method('array', self.MyArray)
+        self.add_method(function, self.MyArray)
+        np_func = getattr(np, function)
+
+        like_args = tuple(a() if callable(a) else a for a in args)
+        # required for loadtxt and genfromtxt to init w/o error.
+        like_args_exp = tuple(a() if callable(a) else a for a in args)
+
+        array_like = np_func(*like_args, **kwargs, like=None)
+        expected = np_func(*like_args_exp, **kwargs)
+        # Special-case np.empty to ensure values match
+        if function == "empty":
+            array_like.fill(1)
+            expected.fill(1)
+        assert_equal(array_like, expected)
+
+
+def test_function_like():
+    # We provide a `__get__` implementation, make sure it works
+    assert type(np.mean) is np.core._multiarray_umath._ArrayFunctionDispatcher 
+
+    class MyClass:
+        def __array__(self):
+            # valid argument to mean:
+            return np.arange(3)
+
+        func1 = staticmethod(np.mean)
+        func2 = np.mean
+        func3 = classmethod(np.mean)
+
+    m = MyClass()
+    assert m.func1([10]) == 10
+    assert m.func2() == 1  # mean of the arange
+    with pytest.raises(TypeError, match="unsupported operand type"):
+        # Tries to operate on the class
+        m.func3()
+
+    # Manual binding also works (the above may shortcut):
+    bound = np.mean.__get__(m, MyClass)
+    assert bound() == 1
+
+    bound = np.mean.__get__(None, MyClass)  # unbound actually
+    assert bound([10]) == 10
+
+    bound = np.mean.__get__(MyClass)  # classmethod
+    with pytest.raises(TypeError, match="unsupported operand type"):
+        bound()
+
+
+def test_scipy_trapz_support_shim():
+    # SciPy 1.10 and earlier "clone" trapz in this way, so we have a
+    # support shim in place: https://github.com/scipy/scipy/issues/17811
+    # That should be removed eventually.  This test copies what SciPy does.
+    # Hopefully removable 1 year after SciPy 1.11; shim added to NumPy 1.25.
+    import types
+    import functools
+
+    def _copy_func(f):
+        # Based on http://stackoverflow.com/a/6528148/190597 (Glenn Maynard)
+        g = types.FunctionType(f.__code__, f.__globals__, name=f.__name__,
+                            argdefs=f.__defaults__, closure=f.__closure__)
+        g = functools.update_wrapper(g, f)
+        g.__kwdefaults__ = f.__kwdefaults__
+        return g
+
+    trapezoid = _copy_func(np.trapz)
+
+    assert np.trapz([1, 2]) == trapezoid([1, 2])

evalkit_tf437/lib/python3.10/site-packages/numpy/core/tests/test_scalarprint.py

@@ -0,0 +1,382 @@
+""" Test printing of scalar types.
+
+"""
+import code
+import platform
+import pytest
+import sys
+
+from tempfile import TemporaryFile
+import numpy as np
+from numpy.testing import assert_, assert_equal, assert_raises, IS_MUSL
+
+class TestRealScalars:
+    def test_str(self):
+        svals = [0.0, -0.0, 1, -1, np.inf, -np.inf, np.nan]
+        styps = [np.float16, np.float32, np.float64, np.longdouble]
+        wanted = [
+             ['0.0',  '0.0',  '0.0',  '0.0' ],
+             ['-0.0', '-0.0', '-0.0', '-0.0'],
+             ['1.0',  '1.0',  '1.0',  '1.0' ],
+             ['-1.0', '-1.0', '-1.0', '-1.0'],
+             ['inf',  'inf',  'inf',  'inf' ],
+             ['-inf', '-inf', '-inf', '-inf'],
+             ['nan',  'nan',  'nan',  'nan']]
+
+        for wants, val in zip(wanted, svals):
+            for want, styp in zip(wants, styps):
+                msg = 'for str({}({}))'.format(np.dtype(styp).name, repr(val))
+                assert_equal(str(styp(val)), want, err_msg=msg)
+
+    def test_scalar_cutoffs(self):
+        # test that both the str and repr of np.float64 behaves
+        # like python floats in python3.
+        def check(v):
+            assert_equal(str(np.float64(v)), str(v))
+            assert_equal(str(np.float64(v)), repr(v))
+            assert_equal(repr(np.float64(v)), repr(v))
+            assert_equal(repr(np.float64(v)), str(v))
+
+        # check we use the same number of significant digits
+        check(1.12345678901234567890)
+        check(0.0112345678901234567890)
+
+        # check switch from scientific output to positional and back
+        check(1e-5)
+        check(1e-4)
+        check(1e15)
+        check(1e16)
+
+    def test_py2_float_print(self):
+        # gh-10753
+        # In python2, the python float type implements an obsolete method
+        # tp_print, which overrides tp_repr and tp_str when using "print" to
+        # output to a "real file" (ie, not a StringIO). Make sure we don't
+        # inherit it.
+        x = np.double(0.1999999999999)
+        with TemporaryFile('r+t') as f:
+            print(x, file=f)
+            f.seek(0)
+            output = f.read()
+        assert_equal(output, str(x) + '\n')
+        # In python2 the value float('0.1999999999999') prints with reduced
+        # precision as '0.2', but we want numpy's np.double('0.1999999999999')
+        # to print the unique value, '0.1999999999999'.
+
+        # gh-11031
+        # Only in the python2 interactive shell and when stdout is a "real"
+        # file, the output of the last command is printed to stdout without
+        # Py_PRINT_RAW (unlike the print statement) so `>>> x` and `>>> print
+        # x` are potentially different. Make sure they are the same. The only
+        # way I found to get prompt-like output is using an actual prompt from
+        # the 'code' module. Again, must use tempfile to get a "real" file.
+
+        # dummy user-input which enters one line and then ctrl-Ds.
+        def userinput():
+            yield 'np.sqrt(2)'
+            raise EOFError
+        gen = userinput()
+        input_func = lambda prompt="": next(gen)
+
+        with TemporaryFile('r+t') as fo, TemporaryFile('r+t') as fe:
+            orig_stdout, orig_stderr = sys.stdout, sys.stderr
+            sys.stdout, sys.stderr = fo, fe
+
+            code.interact(local={'np': np}, readfunc=input_func, banner='')
+
+            sys.stdout, sys.stderr = orig_stdout, orig_stderr
+
+            fo.seek(0)
+            capture = fo.read().strip()
+
+        assert_equal(capture, repr(np.sqrt(2)))
+
+    def test_dragon4(self):
+        # these tests are adapted from Ryan Juckett's dragon4 implementation,
+        # see dragon4.c for details.
+
+        fpos32 = lambda x, **k: np.format_float_positional(np.float32(x), **k)
+        fsci32 = lambda x, **k: np.format_float_scientific(np.float32(x), **k)
+        fpos64 = lambda x, **k: np.format_float_positional(np.float64(x), **k)
+        fsci64 = lambda x, **k: np.format_float_scientific(np.float64(x), **k)
+
+        preckwd = lambda prec: {'unique': False, 'precision': prec}
+
+        assert_equal(fpos32('1.0'), "1.")
+        assert_equal(fsci32('1.0'), "1.e+00")
+        assert_equal(fpos32('10.234'), "10.234")
+        assert_equal(fpos32('-10.234'), "-10.234")
+        assert_equal(fsci32('10.234'), "1.0234e+01")
+        assert_equal(fsci32('-10.234'), "-1.0234e+01")
+        assert_equal(fpos32('1000.0'), "1000.")
+        assert_equal(fpos32('1.0', precision=0), "1.")
+        assert_equal(fsci32('1.0', precision=0), "1.e+00")
+        assert_equal(fpos32('10.234', precision=0), "10.")
+        assert_equal(fpos32('-10.234', precision=0), "-10.")
+        assert_equal(fsci32('10.234', precision=0), "1.e+01")
+        assert_equal(fsci32('-10.234', precision=0), "-1.e+01")
+        assert_equal(fpos32('10.234', precision=2), "10.23")
+        assert_equal(fsci32('-10.234', precision=2), "-1.02e+01")
+        assert_equal(fsci64('9.9999999999999995e-08', **preckwd(16)),
+                            '9.9999999999999995e-08')
+        assert_equal(fsci64('9.8813129168249309e-324', **preckwd(16)),
+                            '9.8813129168249309e-324')
+        assert_equal(fsci64('9.9999999999999694e-311', **preckwd(16)),
+                            '9.9999999999999694e-311')
+
+
+        # test rounding
+        # 3.1415927410 is closest float32 to np.pi
+        assert_equal(fpos32('3.14159265358979323846', **preckwd(10)),
+                            "3.1415927410")
+        assert_equal(fsci32('3.14159265358979323846', **preckwd(10)),
+                            "3.1415927410e+00")
+        assert_equal(fpos64('3.14159265358979323846', **preckwd(10)),
+                            "3.1415926536")
+        assert_equal(fsci64('3.14159265358979323846', **preckwd(10)),
+                            "3.1415926536e+00")
+        # 299792448 is closest float32 to 299792458
+        assert_equal(fpos32('299792458.0', **preckwd(5)), "299792448.00000")
+        assert_equal(fsci32('299792458.0', **preckwd(5)), "2.99792e+08")
+        assert_equal(fpos64('299792458.0', **preckwd(5)), "299792458.00000")
+        assert_equal(fsci64('299792458.0', **preckwd(5)), "2.99792e+08")
+
+        assert_equal(fpos32('3.14159265358979323846', **preckwd(25)),
+                            "3.1415927410125732421875000")
+        assert_equal(fpos64('3.14159265358979323846', **preckwd(50)),
+                         "3.14159265358979311599796346854418516159057617187500")
+        assert_equal(fpos64('3.14159265358979323846'), "3.141592653589793")
+
+
+        # smallest numbers
+        assert_equal(fpos32(0.5**(126 + 23), unique=False, precision=149),
+                    "0.00000000000000000000000000000000000000000000140129846432"
+                    "4817070923729583289916131280261941876515771757068283889791"
+                    "08268586060148663818836212158203125")
+        
+        assert_equal(fpos64(5e-324, unique=False, precision=1074),
+                    "0.00000000000000000000000000000000000000000000000000000000"
+                    "0000000000000000000000000000000000000000000000000000000000"
+                    "0000000000000000000000000000000000000000000000000000000000"
+                    "0000000000000000000000000000000000000000000000000000000000"
+                    "0000000000000000000000000000000000000000000000000000000000"
+                    "0000000000000000000000000000000000049406564584124654417656"
+                    "8792868221372365059802614324764425585682500675507270208751"
+                    "8652998363616359923797965646954457177309266567103559397963"
+                    "9877479601078187812630071319031140452784581716784898210368"
+                    "8718636056998730723050006387409153564984387312473397273169"
+                    "6151400317153853980741262385655911710266585566867681870395"
+                    "6031062493194527159149245532930545654440112748012970999954"
+                    "1931989409080416563324524757147869014726780159355238611550"
+                    "1348035264934720193790268107107491703332226844753335720832"
+                    "4319360923828934583680601060115061698097530783422773183292"
+                    "4790498252473077637592724787465608477820373446969953364701"
+                    "7972677717585125660551199131504891101451037862738167250955"
+                    "8373897335989936648099411642057026370902792427675445652290"
+                    "87538682506419718265533447265625")
+
+        # largest numbers
+        f32x = np.finfo(np.float32).max
+        assert_equal(fpos32(f32x, **preckwd(0)),
+                    "340282346638528859811704183484516925440.")
+        assert_equal(fpos64(np.finfo(np.float64).max, **preckwd(0)),
+                    "1797693134862315708145274237317043567980705675258449965989"
+                    "1747680315726078002853876058955863276687817154045895351438"
+                    "2464234321326889464182768467546703537516986049910576551282"
+                    "0762454900903893289440758685084551339423045832369032229481"
+                    "6580855933212334827479782620414472316873817718091929988125"
+                    "0404026184124858368.")
+        # Warning: In unique mode only the integer digits necessary for
+        # uniqueness are computed, the rest are 0.
+        assert_equal(fpos32(f32x),
+                    "340282350000000000000000000000000000000.")
+
+        # Further tests of zero-padding vs rounding in different combinations
+        # of unique, fractional, precision, min_digits
+        # precision can only reduce digits, not add them.
+        # min_digits can only extend digits, not reduce them.
+        assert_equal(fpos32(f32x, unique=True, fractional=True, precision=0),
+                    "340282350000000000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=True, precision=4),
+                    "340282350000000000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=True, min_digits=0),
+                    "340282346638528859811704183484516925440.")
+        assert_equal(fpos32(f32x, unique=True, fractional=True, min_digits=4),
+                    "340282346638528859811704183484516925440.0000")
+        assert_equal(fpos32(f32x, unique=True, fractional=True,
+                                    min_digits=4, precision=4),
+                    "340282346638528859811704183484516925440.0000")
+        assert_raises(ValueError, fpos32, f32x, unique=True, fractional=False,
+                                          precision=0)
+        assert_equal(fpos32(f32x, unique=True, fractional=False, precision=4),
+                    "340300000000000000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=False, precision=20),
+                    "340282350000000000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=False, min_digits=4),
+                    "340282350000000000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=False,
+                                  min_digits=20),
+                    "340282346638528859810000000000000000000.")
+        assert_equal(fpos32(f32x, unique=True, fractional=False,
+                                  min_digits=15),
+                    "340282346638529000000000000000000000000.")
+        assert_equal(fpos32(f32x, unique=False, fractional=False, precision=4),
+                    "340300000000000000000000000000000000000.")
+        # test that unique rounding is preserved when precision is supplied
+        # but no extra digits need to be printed (gh-18609)
+        a = np.float64.fromhex('-1p-97')
+        assert_equal(fsci64(a, unique=True), '-6.310887241768095e-30')
+        assert_equal(fsci64(a, unique=False, precision=15),
+                     '-6.310887241768094e-30')
+        assert_equal(fsci64(a, unique=True, precision=15),
+                     '-6.310887241768095e-30')
+        assert_equal(fsci64(a, unique=True, min_digits=15),
+                     '-6.310887241768095e-30')
+        assert_equal(fsci64(a, unique=True, precision=15, min_digits=15),
+                     '-6.310887241768095e-30')
+        # adds/remove digits in unique mode with unbiased rnding
+        assert_equal(fsci64(a, unique=True, precision=14),
+                     '-6.31088724176809e-30')
+        assert_equal(fsci64(a, unique=True, min_digits=16),
+                     '-6.3108872417680944e-30')
+        assert_equal(fsci64(a, unique=True, precision=16),
+                     '-6.310887241768095e-30')
+        assert_equal(fsci64(a, unique=True, min_digits=14),
+                     '-6.310887241768095e-30')
+        # test min_digits in unique mode with different rounding cases
+        assert_equal(fsci64('1e120', min_digits=3), '1.000e+120')
+        assert_equal(fsci64('1e100', min_digits=3), '1.000e+100')
+
+        # test trailing zeros
+        assert_equal(fpos32('1.0', unique=False, precision=3), "1.000")
+        assert_equal(fpos64('1.0', unique=False, precision=3), "1.000")
+        assert_equal(fsci32('1.0', unique=False, precision=3), "1.000e+00")
+        assert_equal(fsci64('1.0', unique=False, precision=3), "1.000e+00")
+        assert_equal(fpos32('1.5', unique=False, precision=3), "1.500")
+        assert_equal(fpos64('1.5', unique=False, precision=3), "1.500")
+        assert_equal(fsci32('1.5', unique=False, precision=3), "1.500e+00")
+        assert_equal(fsci64('1.5', unique=False, precision=3), "1.500e+00")
+        # gh-10713
+        assert_equal(fpos64('324', unique=False, precision=5,
+                                   fractional=False), "324.00")
+
+    def test_dragon4_interface(self):
+        tps = [np.float16, np.float32, np.float64]
+        # test is flaky for musllinux on np.float128
+        if hasattr(np, 'float128') and not IS_MUSL:
+            tps.append(np.float128)
+
+        fpos = np.format_float_positional
+        fsci = np.format_float_scientific
+
+        for tp in tps:
+            # test padding
+            assert_equal(fpos(tp('1.0'), pad_left=4, pad_right=4), "   1.    ")
+            assert_equal(fpos(tp('-1.0'), pad_left=4, pad_right=4), "  -1.    ")
+            assert_equal(fpos(tp('-10.2'),
+                         pad_left=4, pad_right=4), " -10.2   ")
+
+            # test exp_digits
+            assert_equal(fsci(tp('1.23e1'), exp_digits=5), "1.23e+00001")
+
+            # test fixed (non-unique) mode
+            assert_equal(fpos(tp('1.0'), unique=False, precision=4), "1.0000")
+            assert_equal(fsci(tp('1.0'), unique=False, precision=4),
+                         "1.0000e+00")
+
+            # test trimming
+            # trim of 'k' or '.' only affects non-unique mode, since unique
+            # mode will not output trailing 0s.
+            assert_equal(fpos(tp('1.'), unique=False, precision=4, trim='k'),
+                         "1.0000")
+
+            assert_equal(fpos(tp('1.'), unique=False, precision=4, trim='.'),
+                         "1.")
+            assert_equal(fpos(tp('1.2'), unique=False, precision=4, trim='.'),
+                         "1.2" if tp != np.float16 else "1.2002")
+
+            assert_equal(fpos(tp('1.'), unique=False, precision=4, trim='0'),
+                         "1.0")
+            assert_equal(fpos(tp('1.2'), unique=False, precision=4, trim='0'),
+                         "1.2" if tp != np.float16 else "1.2002")
+            assert_equal(fpos(tp('1.'), trim='0'), "1.0")
+
+            assert_equal(fpos(tp('1.'), unique=False, precision=4, trim='-'),
+                         "1")
+            assert_equal(fpos(tp('1.2'), unique=False, precision=4, trim='-'),
+                         "1.2" if tp != np.float16 else "1.2002")
+            assert_equal(fpos(tp('1.'), trim='-'), "1")
+            assert_equal(fpos(tp('1.001'), precision=1, trim='-'), "1")
+
+    @pytest.mark.skipif(not platform.machine().startswith("ppc64"),
+                        reason="only applies to ppc float128 values")
+    def test_ppc64_ibm_double_double128(self):
+        # check that the precision decreases once we get into the subnormal
+        # range. Unlike float64, this starts around 1e-292 instead of 1e-308,
+        # which happens when the first double is normal and the second is
+        # subnormal.
+        x = np.float128('2.123123123123123123123123123123123e-286')
+        got = [str(x/np.float128('2e' + str(i))) for i in range(0,40)]
+        expected = [
+            "1.06156156156156156156156156156157e-286",
+            "1.06156156156156156156156156156158e-287",
+            "1.06156156156156156156156156156159e-288",
+            "1.0615615615615615615615615615616e-289",
+            "1.06156156156156156156156156156157e-290",
+            "1.06156156156156156156156156156156e-291",
+            "1.0615615615615615615615615615616e-292",
+            "1.0615615615615615615615615615615e-293",
+            "1.061561561561561561561561561562e-294",
+            "1.06156156156156156156156156155e-295",
+            "1.0615615615615615615615615616e-296",
+            "1.06156156156156156156156156e-297",
+            "1.06156156156156156156156157e-298",
+            "1.0615615615615615615615616e-299",
+            "1.06156156156156156156156e-300",
+            "1.06156156156156156156155e-301",
+            "1.0615615615615615615616e-302",
+            "1.061561561561561561562e-303",
+            "1.06156156156156156156e-304",
+            "1.0615615615615615618e-305",
+            "1.06156156156156156e-306",
+            "1.06156156156156157e-307",
+            "1.0615615615615616e-308",
+            "1.06156156156156e-309",
+            "1.06156156156157e-310",
+            "1.0615615615616e-311",
+            "1.06156156156e-312",
+            "1.06156156154e-313",
+            "1.0615615616e-314",
+            "1.06156156e-315",
+            "1.06156155e-316",
+            "1.061562e-317",
+            "1.06156e-318",
+            "1.06155e-319",
+            "1.0617e-320",
+            "1.06e-321",
+            "1.04e-322",
+            "1e-323",
+            "0.0",
+            "0.0"]
+        assert_equal(got, expected)
+
+        # Note: we follow glibc behavior, but it (or gcc) might not be right.
+        # In particular we can get two values that print the same but are not
+        # equal:
+        a = np.float128('2')/np.float128('3')
+        b = np.float128(str(a))
+        assert_equal(str(a), str(b))
+        assert_(a != b)
+
+    def float32_roundtrip(self):
+        # gh-9360
+        x = np.float32(1024 - 2**-14)
+        y = np.float32(1024 - 2**-13)
+        assert_(repr(x) != repr(y))
+        assert_equal(np.float32(repr(x)), x)
+        assert_equal(np.float32(repr(y)), y)
+
+    def float64_vs_python(self):
+        # gh-2643, gh-6136, gh-6908
+        assert_equal(repr(np.float64(0.1)), repr(0.1))
+        assert_(repr(np.float64(0.20000000000000004)) != repr(0.2))

evalkit_tf437/lib/python3.10/site-packages/numpy/fft/__init__.pyi

@@ -0,0 +1,29 @@
+from numpy._pytesttester import PytestTester
+
+from numpy.fft._pocketfft import (
+    fft as fft,
+    ifft as ifft,
+    rfft as rfft,
+    irfft as irfft,
+    hfft as hfft,
+    ihfft as ihfft,
+    rfftn as rfftn,
+    irfftn as irfftn,
+    rfft2 as rfft2,
+    irfft2 as irfft2,
+    fft2 as fft2,
+    ifft2 as ifft2,
+    fftn as fftn,
+    ifftn as ifftn,
+)
+
+from numpy.fft.helper import (
+    fftshift as fftshift,
+    ifftshift as ifftshift,
+    fftfreq as fftfreq,
+    rfftfreq as rfftfreq,
+)
+
+__all__: list[str]
+__path__: list[str]
+test: PytestTester

evalkit_tf437/lib/python3.10/site-packages/numpy/tests/test__all__.py

@@ -0,0 +1,9 @@
+
+import collections
+import numpy as np
+
+
+def test_no_duplicates_in_np__all__():
+    # Regression test for gh-10198.
+    dups = {k: v for k, v in collections.Counter(np.__all__).items() if v > 1}
+    assert len(dups) == 0

evalkit_tf437/lib/python3.10/site-packages/numpy/tests/test_numpy_config.py

@@ -0,0 +1,44 @@
+"""
+Check the numpy config is valid.
+"""
+import numpy as np
+import pytest
+from unittest.mock import Mock, patch
+
+pytestmark = pytest.mark.skipif(
+    not hasattr(np.__config__, "_built_with_meson"),
+    reason="Requires Meson builds",
+)
+
+
+class TestNumPyConfigs:
+    REQUIRED_CONFIG_KEYS = [
+        "Compilers",
+        "Machine Information",
+        "Python Information",
+    ]
+
+    @patch("numpy.__config__._check_pyyaml")
+    def test_pyyaml_not_found(self, mock_yaml_importer):
+        mock_yaml_importer.side_effect = ModuleNotFoundError()
+        with pytest.warns(UserWarning):
+            np.show_config()
+
+    def test_dict_mode(self):
+        config = np.show_config(mode="dicts")
+
+        assert isinstance(config, dict)
+        assert all([key in config for key in self.REQUIRED_CONFIG_KEYS]), (
+            "Required key missing,"
+            " see index of `False` with `REQUIRED_CONFIG_KEYS`"
+        )
+
+    def test_invalid_mode(self):
+        with pytest.raises(AttributeError):
+            np.show_config(mode="foo")
+
+    def test_warn_to_add_tests(self):
+        assert len(np.__config__.DisplayModes) == 2, (
+            "New mode detected,"
+            " please add UT if applicable and increment this count"
+        )

evalkit_tf437/lib/python3.10/site-packages/numpy/tests/test_numpy_version.py

@@ -0,0 +1,41 @@
+"""
+Check the numpy version is valid.
+
+Note that a development version is marked by the presence of 'dev0' or '+'
+in the version string, all else is treated as a release. The version string
+itself is set from the output of ``git describe`` which relies on tags.
+
+Examples
+--------
+
+Valid Development: 1.22.0.dev0 1.22.0.dev0+5-g7999db4df2 1.22.0+5-g7999db4df2
+Valid Release: 1.21.0.rc1, 1.21.0.b1, 1.21.0
+Invalid: 1.22.0.dev, 1.22.0.dev0-5-g7999db4dfB, 1.21.0.d1, 1.21.a
+
+Note that a release is determined by the version string, which in turn
+is controlled by the result of the ``git describe`` command.
+"""
+import re
+
+import numpy as np
+from numpy.testing import assert_
+
+
+def test_valid_numpy_version():
+    # Verify that the numpy version is a valid one (no .post suffix or other
+    # nonsense).  See gh-6431 for an issue caused by an invalid version.
+    version_pattern = r"^[0-9]+\.[0-9]+\.[0-9]+(a[0-9]|b[0-9]|rc[0-9])?"
+    dev_suffix = r"(\.dev[0-9]+(\+git[0-9]+\.[0-9a-f]+)?)?"
+    res = re.match(version_pattern + dev_suffix + '$', np.__version__)
+
+    assert_(res is not None, np.__version__)
+
+
+def test_short_version():
+    # Check numpy.short_version actually exists
+    if np.version.release:
+        assert_(np.__version__ == np.version.short_version,
+                "short_version mismatch in release version")
+    else:
+        assert_(np.__version__.split("+")[0] == np.version.short_version,
+                "short_version mismatch in development version")

evalkit_tf437/lib/python3.10/site-packages/numpy/tests/test_warnings.py

@@ -0,0 +1,74 @@
+"""
+Tests which scan for certain occurrences in the code, they may not find
+all of these occurrences but should catch almost all.
+"""
+import pytest
+
+from pathlib import Path
+import ast
+import tokenize
+import numpy
+
+class ParseCall(ast.NodeVisitor):
+    def __init__(self):
+        self.ls = []
+
+    def visit_Attribute(self, node):
+        ast.NodeVisitor.generic_visit(self, node)
+        self.ls.append(node.attr)
+
+    def visit_Name(self, node):
+        self.ls.append(node.id)
+
+
+class FindFuncs(ast.NodeVisitor):
+    def __init__(self, filename):
+        super().__init__()
+        self.__filename = filename
+
+    def visit_Call(self, node):
+        p = ParseCall()
+        p.visit(node.func)
+        ast.NodeVisitor.generic_visit(self, node)
+
+        if p.ls[-1] == 'simplefilter' or p.ls[-1] == 'filterwarnings':
+            if node.args[0].value == "ignore":
+                raise AssertionError(
+                    "warnings should have an appropriate stacklevel; found in "
+                    "{} on line {}".format(self.__filename, node.lineno))
+
+        if p.ls[-1] == 'warn' and (
+                len(p.ls) == 1 or p.ls[-2] == 'warnings'):
+
+            if "testing/tests/test_warnings.py" == self.__filename:
+                # This file
+                return
+
+            # See if stacklevel exists:
+            if len(node.args) == 3:
+                return
+            args = {kw.arg for kw in node.keywords}
+            if "stacklevel" in args:
+                return
+            raise AssertionError(
+                "warnings should have an appropriate stacklevel; found in "
+                "{} on line {}".format(self.__filename, node.lineno))
+
+
+@pytest.mark.slow
+def test_warning_calls():
+    # combined "ignore" and stacklevel error
+    base = Path(numpy.__file__).parent
+
+    for path in base.rglob("*.py"):
+        if base / "testing" in path.parents:
+            continue
+        if path == base / "__init__.py":
+            continue
+        if path == base / "random" / "__init__.py":
+            continue
+        # use tokenize to auto-detect encoding on systems where no
+        # default encoding is defined (e.g. LANG='C')
+        with tokenize.open(str(path)) as file:
+            tree = ast.parse(file.read())
+            FindFuncs(path).visit(tree)

evalkit_tf437/lib/python3.10/site-packages/pandas/tests/tools/__pycache__/test_to_datetime.cpython-310.pyc

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f5606939b9d2d4be91d70bd5564739c64ff81c1bef843e300ff34639ffe8b7a
+size 111134