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H5H8?oHL$HpHL$H1ɺAHHAWIH AVAUATUHLSHLL$8LT$@HLE1E1AE1tFMHILILHIIHMIMLILHIIMMMHHMHHLHD$HD$HT$IHHIIIIHMHILHHHMLH QHMH[I]A\IILLA]LA^A_Ð[HH]A\A]A^A_Df.IE̟d߅CSHI]`#HHVH;Hsss/pHHSXZ[@IATHFMPHMHLLLILH]`#IIHyLMLYHHHE̟d߅CHHHHLLHHQA\ff.HH@HHHHFHH@HFHH@HFGG Ðf.LLNHLL@LFHHvL@HpWO ÐHH__int__ returned non-int (type %.200s). The ability to return an instance of a strict subclass of int is deprecated, and may be removed in a future version of Python.__%.4s__ returned non-%.4s (type %.200s)value too large to convert to int%.200s.%.200s is not a type object%.200s.%.200s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject%s.%s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject%.200s does not export expected C variable %.200sC variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)Interpreter change detected - this module can only be loaded into one interpreter per process.calling %R should have returned an instance of BaseException, not %Rraise: exception class must be a subclass of BaseException%s() got multiple values for keyword argument '%U'%.200s() keywords must be strings%s() got an unexpected keyword argument '%U' while calling a Python objectcan't convert negative value to uint32_tvalue too large to convert to uint32_tNULL result without error in PyObject_CallModule '_pcg64' has already been imported. Re-initialisation is not supported.compiletime version %s of module '%.100s' does not match runtime version %s210306068529402873165736369884012333109Unable to initialize pickling for %sinvalid vtable found for imported type%.200s does not export expected C function %.200sPyObject *(PyObject *, PyObject *)C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)numpy.random._pcg64.PCG64.__setstate_cython__numpy.random._pcg64.PCG64.__reduce_cython__Cannot convert %.200s to %.200snumpy.random._pcg64.PCG64.advancenumpy.random._pcg64.PCG64.__init__%.200s() takes %.8s %zd positional argument%.1s (%zd given)numpy.random._pcg64.PCG64.state.__get__numpy.random._pcg64.PCG64.jumpednumpy.random._pcg64.PCG64.jump_inplacenumpy.random._pcg64.PCG64.state.__set__ PCG64(seed=None) BitGenerator for the PCG-64 pseudo-random number generator. Parameters ---------- seed : {None, int, array_like[ints], SeedSequence}, optional A seed to initialize the `BitGenerator`. If None, then fresh, unpredictable entropy will be pulled from the OS. If an ``int`` or ``array_like[ints]`` is passed, then it will be passed to `SeedSequence` to derive the initial `BitGenerator` state. One may also pass in a `SeedSequence` instance. Notes ----- PCG-64 is a 128-bit implementation of O'Neill's permutation congruential generator ([1]_, [2]_). PCG-64 has a period of :math:`2^{128}` and supports advancing an arbitrary number of steps as well as :math:`2^{127}` streams. The specific member of the PCG family that we use is PCG XSL RR 128/64 as described in the paper ([2]_). ``PCG64`` provides a capsule containing function pointers that produce doubles, and unsigned 32 and 64- bit integers. These are not directly consumable in Python and must be consumed by a ``Generator`` or similar object that supports low-level access. Supports the method :meth:`advance` to advance the RNG an arbitrary number of steps. The state of the PCG-64 RNG is represented by 2 128-bit unsigned integers. **State and Seeding** The ``PCG64`` state vector consists of 2 unsigned 128-bit values, which are represented externally as Python ints. One is the state of the PRNG, which is advanced by a linear congruential generator (LCG). The second is a fixed odd increment used in the LCG. The input seed is processed by `SeedSequence` to generate both values. The increment is not independently settable. **Parallel Features** The preferred way to use a BitGenerator in parallel applications is to use the `SeedSequence.spawn` method to obtain entropy values, and to use these to generate new BitGenerators: >>> from numpy.random import Generator, PCG64, SeedSequence >>> sg = SeedSequence(1234) >>> rg = [Generator(PCG64(s)) for s in sg.spawn(10)] **Compatibility Guarantee** ``PCG64`` makes a guarantee that a fixed seed and will always produce the same random integer stream. References ---------- .. [1] `"PCG, A Family of Better Random Number Generators" `_ .. [2] O'Neill, Melissa E. `"PCG: A Family of Simple Fast Space-Efficient Statistically Good Algorithms for Random Number Generation" `_ Get or set the PRNG state Returns ------- state : dict Dictionary containing the information required to describe the state of the PRNG an integer is required__pyx_capi__name__loader__loader__file__origin__package__parent__path__submodule_search_locationsname '%U' is not definednumpy/random/_pcg64.c%s (%s:%d)%d.%d%sbuiltinscython_runtime__builtins__18446744073709551616numpy.random.bit_generatorBitGeneratornumpydtypeflatiterbroadcastndarraygenericnumberunsignedintegerinexactcomplexfloatingflexiblecharacterufuncSeedSequenceSeedlessSequencenumpy.random._commondoubleLEGACY_POISSON_LAM_MAXuint64_tMAXSIZEwrap_int_pcg64.pyxinit numpy.random._pcg64stringsourceMissing type objectat leastat most__init__jumped__del__numpy.random._pcg64.PCG64stateadvance__reduce_cython____setstate_cython__vv`vvpv1:nNself._bitgen,self.rng_state cannot be converted to a Python object for picklingnumpy.core.umath failed to importnumpy.core.multiarray failed to importstate must be for a {0} RNGstate must be a dictcline_in_traceback__setstate_cython__generate_state__reduce_cython__bit_generatorImportError__pyx_vtable__has_uint32ValueError__reduce_ex__TypeErroruinteger__setstate____getstate__advanceuint64__reduce____import__formatstatenumpyjumpsemptydtype__class__PCG64__test__seed__name____main____init__incget__all__np<;t-QHW5X0XlYZh[X\G],oX phppXqxqq q4rxstu,up(vvXwXxzx(| |\H}~(hȈ8(tx h ( Hp H zRx $PFJ w?;*3$"DXnOXn{loj\oho&Dao@oBEB D(D0G@p 0A(A BBBH p~A| C j F <(dpAD A AI  AH ^ AI G AH PhdTBEH D(D0GxHfA\0D(A BBB8T{BEE G(A0](C BBB$!V!k!!X!!P!!!H! @!!F8!U0!d!! ! !-!=`!P!d!u!!!!(!!/ !g ! ! !  ! ! ! !  dR?  eRy  f ! ! ! ! x!' !8 !H  poy @! p! ! !   !  0|0 !I !g ! ! ! ! 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