From 1a5c09c08f951a6cb3da76d8776fd35b4785ebf1 Mon Sep 17 00:00:00 2001
From: Victoriya Fedotova <victoriya.s.fedotova@intel.com>
Date: Tue, 7 May 2024 16:30:45 +0200
Subject: [PATCH] Fix DPNP/DPCTL F-contiguous data processing (#1825)

* Fix DPNP/DPCTL F-contiguous data processing

* Code formatting

* Fix linter error
---
 sklearnex/_device_offload.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/sklearnex/_device_offload.py b/sklearnex/_device_offload.py
index 5bfe872839..7f409f521e 100644
--- a/sklearnex/_device_offload.py
+++ b/sklearnex/_device_offload.py
@@ -127,8 +127,15 @@ def _transfer_to_host(queue, *data):
                 queue = usm_iface["syclobj"]
 
             buffer = as_usm_memory(item).copy_to_host()
+            order = "C"
+            if usm_iface["strides"] is not None:
+                if usm_iface["strides"][0] < usm_iface["strides"][1]:
+                    order = "F"
             item = np.ndarray(
-                shape=usm_iface["shape"], dtype=usm_iface["typestr"], buffer=buffer
+                shape=usm_iface["shape"],
+                dtype=usm_iface["typestr"],
+                buffer=buffer,
+                order=order,
             )
             has_usm_data = True
         else: