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Handle primes.bin automatically
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@ -2,6 +2,8 @@
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The multiply-with-carry random number generator.
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"""
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import os
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import warnings
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import numpy as np
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from util import *
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@ -41,20 +43,34 @@ __device__ float mwc_next_11(mwc_st &st) {
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"""
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@staticmethod
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def make_seeds(nthreads, host_seed=None):
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def load_mults():
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pfpath = os.path.join(os.path.dirname(__file__), 'primes.bin')
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if os.path.isfile(pfpath):
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with open(pfpath) as fp:
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return np.frombuffer(fp.read(), dtype='<u4')
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warnings.warn('primes.bin not found, trying to download it')
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import bz2, urllib2
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ufp = urllib2.urlopen('http://aduro.strobe.cc/primes.diff.bin.bz2')
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diffs = np.frombuffer(bz2.decompress(ufp.read()), dtype='<u2')
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mults = np.cumsum(-np.array(diffs, dtype='<u4'), dtype='<u4')
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with open(pfpath, 'wb') as fp:
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fp.write(mults)
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return mults
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mults = None
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@classmethod
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def make_seeds(cls, nthreads, host_seed=None):
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if cls.mults is None:
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cls.mults = cls.load_mults()
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if host_seed:
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rand = np.random.RandomState(host_seed)
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else:
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rand = np.random
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# Load raw big-endian u32 multipliers from primes.bin.
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with open('primes.bin', 'rb') as primefp:
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dt = np.dtype(np.uint32).newbyteorder('B')
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mults = np.frombuffer(primefp.read(), dtype=dt)
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# Create the seed structures. TODO: check that struct is 4-byte aligned
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seeds = np.empty((3, nthreads), dtype=np.uint32, order='F')
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seeds[0][:] = mults[:nthreads]
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seeds[0][:] = cls.mults[:nthreads]
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# Excludes 0xffffffff for 32-bit compatibility with laziness
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seeds[1] = rand.randint(1, 0x7fffffff, size=nthreads)
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