From 726605c58b7bf6c54be87a7ca7b7cbbd92e43a50 Mon Sep 17 00:00:00 2001
From: Pavan Yalamanchili <pavan@arrayfire.com>
Date: Sun, 11 Sep 2016 01:01:46 -0400
Subject: [PATCH 1/3] BUGFIX: array.H() now calls af_transpose with proper
 options

---
 arrayfire/array.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/arrayfire/array.py b/arrayfire/array.py
index 327fd6bee..beb2eb8ef 100644
--- a/arrayfire/array.py
+++ b/arrayfire/array.py
@@ -589,7 +589,7 @@ def H(self):
         """
         Return the hermitian transpose of the array
         """
-        return transpose(self, False)
+        return transpose(self, True)
 
     def dims(self):
         """

From 7b30010cb4e3dcf11c304d17229868c24df5ea26 Mon Sep 17 00:00:00 2001
From: Pavan Yalamanchili <pavan@arrayfire.com>
Date: Sun, 11 Sep 2016 01:03:24 -0400
Subject: [PATCH 2/3] BUGFIX: Fixing typo in QR (was calling af_lu instead)

---
 arrayfire/lapack.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/arrayfire/lapack.py b/arrayfire/lapack.py
index 346cddb01..add6f555a 100644
--- a/arrayfire/lapack.py
+++ b/arrayfire/lapack.py
@@ -98,7 +98,7 @@ def qr(A):
     Q = Array()
     R = Array()
     T = Array()
-    safe_call(backend.get().af_lu(ct.pointer(Q.arr), ct.pointer(R.arr), ct.pointer(T.arr), A.arr))
+    safe_call(backend.get().af_qr(ct.pointer(Q.arr), ct.pointer(R.arr), ct.pointer(T.arr), A.arr))
     return Q,R,T
 
 def qr_inplace(A):

From 2196fe51901095144ab33308d18076f441bfe377 Mon Sep 17 00:00:00 2001
From: Pavan Yalamanchili <pavan@arrayfire.com>
Date: Sun, 11 Sep 2016 02:16:51 -0400
Subject: [PATCH 3/3] BUGFIX: Fix conversion between numpy and arrayfire arrays

---
 arrayfire/interop.py | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/arrayfire/interop.py b/arrayfire/interop.py
index e512b7548..4f5e39d22 100644
--- a/arrayfire/interop.py
+++ b/arrayfire/interop.py
@@ -26,6 +26,18 @@
 
     AF_NUMPY_FOUND=True
 
+    _nptype_to_aftype = {'f4' : Dtype.f32,
+                         'f8' : Dtype.f64,
+                         'b1' : Dtype.b8,
+                         'u1' : Dtype.u8,
+                         'i4' : Dtype.s32,
+                         's4' : Dtype.u32,
+                         'i8' : Dtype.s64,
+                         's8' : Dtype.u64,
+                         'c8' : Dtype.c32,
+                         'c16' : Dtype.c64}
+
+
     def np_to_af_array(np_arr):
         """
         Convert numpy.ndarray to arrayfire.Array.
@@ -41,7 +53,7 @@ def np_to_af_array(np_arr):
 
         in_shape = np_arr.shape
         in_ptr = np_arr.ctypes.data_as(ct.c_void_p)
-        in_dtype = np_arr.dtype.char
+        in_dtype = _nptype_to_aftype[np_arr.dtype.str[1:]]
 
         if (np_arr.flags['F_CONTIGUOUS']):
             return Array(in_ptr, in_shape, in_dtype)