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Fixing minor issue on device_malloc
MAINT: Remove unnecessary check from before swapaxes (API change)

This check was a speed optimization in the numpy code. Due to
a small change in the MapIter API, the check is now wrong in
corner cases and becomes fully unnecessary.
The previous API had not been public in any release numpy
version.
Make GPU Ops accept TensorType output gradients (transfer them to GPU)
Import as_cuda_ndarray_variable in theano.sandbox.cuda
Skip test if GPU not available
Merge pull request #1382 from lamblin/fix_gpu_grad

Make GPU Ops accept TensorType output gradients (transfer them to GPU)
Merge pull request #1378 from seberg/patch-1

MAINT: Remove unnecessary check from before swapaxes (API change)
Fix a doc syntax error that hided this note.
Fix a test crash in python 2.4 that I inserted recently.
Prevent moving "gpu_from_host" outside of scan

Detect if the inner replacement would have a different type,
so that a new gpu_from_host is not inserted in the inner graph
in replacement of the one that was just pushed out.
Update the web site to name 0.6rc3 as the last release.

update the release instruction to tell to update this page.
Same change in sequence optimization
Merge pull request #1384 from nouiz/py24

[FIX] Py24
Merge pull request #1383 from lamblin/fix_scan_gpu_loop

Fix scan gpu loop
Fix-crash in scan grad when compute_test_value=raise

fix gh-1385
Add test.
Merge pull request #22 from lamblin/fix_crash

Add test
Merge pull request #1388 from nouiz/fix_crash

Fix-crash in scan grad when compute_test_value=raise