benanne

class GistTest
  def test
    puts "testing..."
    4.times { |i| puts i }
  end
end

benanne

import numpy as np
import theano
import theano.tensor as T

# mode = theano.compile.DebugMode(check_py_code=False, require_matching_strides=False)
mode = None

# theano.config.floatX = 'float64'

l = T.vector('l')

benanne

ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
    replacements = lopt.transform(node)
  File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
    upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
  File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
    shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
  File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node

benanne

import theano.tensor as T
import theano
import numpy as np
import gc

def freemem():
    gc.collect()
    gc.collect()
    gc.collect()
    return theano.sandbox.cuda.cuda_ndarray.cuda_ndarray.mem_info()[0] / 1024**2

benanne

import numpy as np
import theano
import theano.tensor as T

def log_gamma_lanczos(z):
    # reflection formula. Normally only used for negative arguments,
    # but here it's also used for 0 < z < 0.5 to improve accuracy in this region.
    flip_z = 1 - z
    # because both paths are always executed (reflected and non-reflected),
    # the reflection formula causes trouble when the input argument is larger than one.

benanne

import numpy as np
import theano
import theano.tensor as T

def log_gamma_windschitl(z):
    return 0.5 * (T.log(2*np.pi) - T.log(z)  + z * (2 * T.log(z) - 2 + T.log(z * T.sinh(1/z) + 1 / (810*(z**6)))))

benanne

Error freeing device pointer 0x200605000 (unspecified launch failure).
!!!! error freeing device memory 0x200605000 (self=0x135d2f30)
Error freeing device pointer 0x20030a000 (unspecified launch failure).
!!!! error freeing dev_structure memory 0x20030a000 (self=0x135d2f30)
---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
/usr/lib/python2.7/site-packages/IPython/utils/py3compat.py in execfile(fname, *where)
    173             else:
    174                 filename = fname
--> 175             __builtin__.execfile(filename, *where)

benanne

Error freeing device pointer 0x200605000 (unspecified launch failure).
!!!! error freeing device memory 0x200605000 (self=0x132d9630)
Error freeing device pointer 0x20030a000 (unspecified launch failure).
!!!! error freeing dev_structure memory 0x20030a000 (self=0x132d9630)
---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
/usr/lib/python2.7/site-packages/IPython/utils/py3compat.py in execfile(fname, *where)
    173             else:
    174                 filename = fname
--> 175             __builtin__.execfile(filename, *where)

benanne

import theano
import theano.tensor as T


def one_hot(t, r=None):
    """
    given a tensor t of dimension d with integer values from range(r), return a
    new tensor of dimension d + 1 with values 0/1, where the last dimension
    gives a one-hot representation of the values in t.
    

benanne

Error freeing device pointer 0x200800000 (the launch timed out and was terminated).
!!!! error freeing device memory 0x200800000 (self=0xa64f270)
Error freeing device pointer 0x200302400 (the launch timed out and was terminated).
!!!! error freeing dev_structure memory 0x200302400 (self=0xa64f270)
---------------------------------------------------------------------------
MemoryError                               Traceback (most recent call last)
/usr/lib/python2.7/site-packages/IPython/utils/py3compat.pyc in execfile(fname, *where)
    173             else:
    174                 filename = fname
--> 175             __builtin__.execfile(filename, *where)