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Fix NUMA sched domain build errors for GNR and CWF

PATCH In review Tim Chen 3 participants 6 messages Feb 5 – Feb 9 Stable branch

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Tim Chen

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#0 lore raw

cover Fix NUMA sched domain build errors for GNR and CWF

While testing Granite Rapids (GNR) and Clearwater Forest (CWF) systems in SNC-3 mode, we encountered sched domain build errors in dmesg. The scheduler domain code did not expect asymmetric node distances from a local node to multiple nodes in a remote package. As a result, remote nodes ended up being grouped partially with local nodes with asymemtric groupings, and creating too many levels in the NUMA sched domain hierarchy.

To address this, we simplify remote node distances for the purpose of sched domain construction on GNR and CWF. Specifically, we replace the individual distances to nodes within the same remote package with their average distance. This resolves the domain build errors and reduces the number of NUMA sched domain levels.

The actual SLIT NUMA node distances are still preserved separately, in case they are needed when building sched domains. NUMA balancing continues to use the true distances when selecting a closer remote node for a task’s numa_group.

These patches have been merged upstream.

Thanks,
Tim

Tim Chen (2):
sched: Create architecture specific sched domain distances sched/topology: Fix sched domain build error for GNR, CWF in SNC-3
mode

 arch/x86/kernel/smpboot.c |  70 ++++++++++++++++++++++++
 kernel/sched/topology.c   | 108 ++++++++++++++++++++++++++++++--------
 2 files changed, 156 insertions(+), 22 deletions(-)
Signature · 1 line
2.32.0
author
#1 lore raw

PATCH 1/2 sched: Create architecture specific sched domain distances

[ Upstream commit 06f2c90885e92992d1ce55d3f35b65b44d5ecc25 ]

Allow architecture specific sched domain NUMA distances that are modified from actual NUMA node distances for the purpose of building NUMA sched domains.

Keep actual NUMA distances separately if modified distances are used for building sched domains. Such distances are still needed as NUMA balancing benefits from finding the NUMA nodes that are actually closer to a task numa_group.

Consolidate the recording of unique NUMA distances in an array to sched_record_numa_dist() so the function can be reused to record NUMA distances when the NUMA distance metric is changed.

No functional change and additional distance array allocated if there're no arch specific NUMA distances being defined.

---
 kernel/sched/topology.c | 108 ++++++++++++++++++++++++++++++++--------
 1 file changed, 86 insertions(+), 22 deletions(-)
kernel/sched/topology.c +86 -22
index 444bdfdab731..711076aa4980 100644
@@ -1590,10 +1590,17 @@ static void claim_allocations(int cpu, struct sched_domain *sd)
 #ifdef CONFIG_NUMA
 enum numa_topology_type sched_numa_topology_type;
 
+/*
+ * sched_domains_numa_distance is derived from sched_numa_node_distance
+ * and provides a simplified view of NUMA distances used specifically
+ * for building NUMA scheduling domains.
+ */
 static int			sched_domains_numa_levels;
+static int			sched_numa_node_levels;
 
 int				sched_max_numa_distance;
 static int			*sched_domains_numa_distance;
+static int			*sched_numa_node_distance;
 static struct cpumask		***sched_domains_numa_masks;
 #endif /* CONFIG_NUMA */
 
@@ -1845,10 +1852,10 @@ bool find_numa_distance(int distance)
 		return true;
 
 	rcu_read_lock();
-	distances = rcu_dereference(sched_domains_numa_distance);
+	distances = rcu_dereference(sched_numa_node_distance);
 	if (!distances)
 		goto unlock;
-	for (i = 0; i < sched_domains_numa_levels; i++) {
+	for (i = 0; i < sched_numa_node_levels; i++) {
 		if (distances[i] == distance) {
 			found = true;
 			break;
@@ -1924,14 +1931,34 @@ static void init_numa_topology_type(int offline_node)
 
 #define NR_DISTANCE_VALUES (1 << DISTANCE_BITS)
 
-void sched_init_numa(int offline_node)
+/*
+ * An architecture could modify its NUMA distance, to change
+ * grouping of NUMA nodes and number of NUMA levels when creating
+ * NUMA level sched domains.
+ *
+ * A NUMA level is created for each unique
+ * arch_sched_node_distance.
+ */
+static int numa_node_dist(int i, int j)
 {
-	struct sched_domain_topology_level *tl;
-	unsigned long *distance_map;
+	return node_distance(i, j);
+}
+
+int arch_sched_node_distance(int from, int to)
+			     __weak __alias(numa_node_dist);
+
+static bool modified_sched_node_distance(void)
+{
+	return numa_node_dist != arch_sched_node_distance;
+}
+
+static int sched_record_numa_dist(int offline_node, int (*n_dist)(int, int),
+				  int **dist, int *levels)
+{
+	unsigned long *distance_map __free(bitmap) = NULL;
 	int nr_levels = 0;
 	int i, j;
 	int *distances;
-	struct cpumask ***masks;
 
 	/*
 	 * O(nr_nodes^2) de-duplicating selection sort -- in order to find the
@@ -1939,17 +1966,16 @@ void sched_init_numa(int offline_node)
 	 */
 	distance_map = bitmap_alloc(NR_DISTANCE_VALUES, GFP_KERNEL);
 	if (!distance_map)
-		return;
+		return -ENOMEM;
 
 	bitmap_zero(distance_map, NR_DISTANCE_VALUES);
 	for_each_cpu_node_but(i, offline_node) {
 		for_each_cpu_node_but(j, offline_node) {
-			int distance = node_distance(i, j);
+			int distance = n_dist(i, j);
 
 			if (distance < LOCAL_DISTANCE || distance >= NR_DISTANCE_VALUES) {
 				sched_numa_warn("Invalid distance value range");
-				bitmap_free(distance_map);
-				return;
+				return -EINVAL;
 			}
 
 			bitmap_set(distance_map, distance, 1);
@@ -1962,18 +1988,46 @@ void sched_init_numa(int offline_node)
 	nr_levels = bitmap_weight(distance_map, NR_DISTANCE_VALUES);
 
 	distances = kcalloc(nr_levels, sizeof(int), GFP_KERNEL);
-	if (!distances) {
-		bitmap_free(distance_map);
-		return;
-	}
+	if (!distances)
+		return -ENOMEM;
 
 	for (i = 0, j = 0; i < nr_levels; i++, j++) {
 		j = find_next_bit(distance_map, NR_DISTANCE_VALUES, j);
 		distances[i] = j;
 	}
-	rcu_assign_pointer(sched_domains_numa_distance, distances);
+	*dist = distances;
+	*levels = nr_levels;
+
+	return 0;
+}
+
+void sched_init_numa(int offline_node)
+{
+	struct sched_domain_topology_level *tl;
+	int nr_levels, nr_node_levels;
+	int i, j;
+	int *distances, *domain_distances;
+	struct cpumask ***masks;
 
-	bitmap_free(distance_map);
+	/* Record the NUMA distances from SLIT table */
+	if (sched_record_numa_dist(offline_node, numa_node_dist, &distances,
+				   &nr_node_levels))
+		return;
+
+	/* Record modified NUMA distances for building sched domains */
+	if (modified_sched_node_distance()) {
+		if (sched_record_numa_dist(offline_node, arch_sched_node_distance,
+					   &domain_distances, &nr_levels)) {
+			kfree(distances);
+			return;
+		}
+	} else {
+		domain_distances = distances;
+		nr_levels = nr_node_levels;
+	}
+	rcu_assign_pointer(sched_numa_node_distance, distances);
+	WRITE_ONCE(sched_max_numa_distance, distances[nr_node_levels - 1]);
+	WRITE_ONCE(sched_numa_node_levels, nr_node_levels);
 
 	/*
 	 * 'nr_levels' contains the number of unique distances
@@ -1991,6 +2045,8 @@ void sched_init_numa(int offline_node)
 	 *
 	 * We reset it to 'nr_levels' at the end of this function.
 	 */
+	rcu_assign_pointer(sched_domains_numa_distance, domain_distances);
+
 	sched_domains_numa_levels = 0;
 
 	masks = kzalloc(sizeof(void *) * nr_levels, GFP_KERNEL);
@@ -2016,10 +2072,13 @@ void sched_init_numa(int offline_node)
 			masks[i][j] = mask;
 
 			for_each_cpu_node_but(k, offline_node) {
-				if (sched_debug() && (node_distance(j, k) != node_distance(k, j)))
+				if (sched_debug() &&
+				    (arch_sched_node_distance(j, k) !=
+				     arch_sched_node_distance(k, j)))
 					sched_numa_warn("Node-distance not symmetric");
 
-				if (node_distance(j, k) > sched_domains_numa_distance[i])
+				if (arch_sched_node_distance(j, k) >
+				    sched_domains_numa_distance[i])
 					continue;
 
 				cpumask_or(mask, mask, cpumask_of_node(k));
@@ -2059,7 +2118,6 @@ void sched_init_numa(int offline_node)
 	sched_domain_topology = tl;
 
 	sched_domains_numa_levels = nr_levels;
-	WRITE_ONCE(sched_max_numa_distance, sched_domains_numa_distance[nr_levels - 1]);
 
 	init_numa_topology_type(offline_node);
 }
@@ -2067,14 +2125,18 @@ void sched_init_numa(int offline_node)
 
 static void sched_reset_numa(void)
 {
-	int nr_levels, *distances;
+	int nr_levels, *distances, *dom_distances = NULL;
 	struct cpumask ***masks;
 
 	nr_levels = sched_domains_numa_levels;
+	sched_numa_node_levels = 0;
 	sched_domains_numa_levels = 0;
 	sched_max_numa_distance = 0;
 	sched_numa_topology_type = NUMA_DIRECT;
-	distances = sched_domains_numa_distance;
+	distances = sched_numa_node_distance;
+	if (sched_numa_node_distance != sched_domains_numa_distance)
+		dom_distances = sched_domains_numa_distance;
+	rcu_assign_pointer(sched_numa_node_distance, NULL);
 	rcu_assign_pointer(sched_domains_numa_distance, NULL);
 	masks = sched_domains_numa_masks;
 	rcu_assign_pointer(sched_domains_numa_masks, NULL);
@@ -2083,6 +2145,7 @@ static void sched_reset_numa(void)
 
 		synchronize_rcu();
 		kfree(distances);
+		kfree(dom_distances);
 		for (i = 0; i < nr_levels && masks; i++) {
 			if (!masks[i])
 				continue;
@@ -2129,7 +2192,8 @@ void sched_domains_numa_masks_set(unsigned int cpu)
 				continue;
 
 			/* Set ourselves in the remote node's masks */
-			if (node_distance(j, node) <= sched_domains_numa_distance[i])
+			if (arch_sched_node_distance(j, node) <=
+			    sched_domains_numa_distance[i])
 				cpumask_set_cpu(cpu, sched_domains_numa_masks[i][j]);
 		}
 	}
Signature · 1 line
2.32.0
author
#2 lore raw

PATCH 2/2 sched/topology: Fix sched domain build error for GNR, CWF in SNC-3 mode

In reply to Tim Chen

[ Upstream commit 4d6dd05d07d00bc3bd91183dab4d75caa8018db9 ]

It is possible for Granite Rapids (GNR) and Clearwater Forest (CWF) to have up to 3 dies per package. When sub-numa cluster (SNC-3) is enabled, each die will become a separate NUMA node in the package with different distances between dies within the same package.

For example, on GNR, we see the following numa distances for a 2 socket system with 3 dies per socket:

    package 1       package2
	----------------
	|               |
    ---------       ---------
    |   0   |       |   3   |
    ---------       ---------
	|               |
    ---------       ---------
    |   1   |       |   4   |
    ---------       ---------
	|               |
    ---------       ---------
    |   2   |       |   5   |
    ---------       ---------
	|               |
	----------------

node distances:
node 0 1 2 3 4 5

0:   	10   15   17   21   28   26
1:   	15   10   15   23   26   23
2:   	17   15   10   26   23   21
3:   	21   28   26   10   15   17
4:   	23   26   23   15   10   15
5:   	26   23   21   17   15   10

The node distances above led to 2 problems:

1. Asymmetric routes taken between nodes in different packages led to asymmetric scheduler domain perspective depending on which node you are on. Current scheduler code failed to build domains properly with asymmetric distances.

2. Multiple remote distances to respective tiles on remote package create too many levels of domain hierarchies grouping different nodes between remote packages.

For example, the above GNR topology lead to NUMA domains below:

Sched domains from the perspective of a CPU in node 0, where the number in bracket represent node number.

NUMA-level 1    [0,1] [2]
NUMA-level 2    [0,1,2] [3]
NUMA-level 3    [0,1,2,3] [5]
NUMA-level 4    [0,1,2,3,5] [4]

Sched domains from the perspective of a CPU in node 4

NUMA-level 1    [4] [3,5]
NUMA-level 2    [3,4,5] [0,2]
NUMA-level 3    [0,2,3,4,5] [1]

Scheduler group peers for load balancing from the perspective of CPU 0 and 4 are different. Improper task could be chosen for load balancing between groups such as [0,2,3,4,5] [1]. Ideally you should choose nodes in 0 or 2 that are in same package as node 1 first. But instead tasks in the remote package node 3, 4, 5 could be chosen with an equal chance and could lead to excessive remote package migrations and imbalance of load between packages. We should not group partial remote nodes and local nodes together.
Simplify the remote distances for CWF and GNR for the purpose of sched domains building, which maintains symmetry and leads to a more reasonable load balance hierarchy.

The sched domains from the perspective of a CPU in node 0 NUMA-level 1 is now
NUMA-level 1 [0,1] [2]
NUMA-level 2 [0,1,2] [3,4,5]

The sched domains from the perspective of a CPU in node 4 NUMA-level 1 is now
NUMA-level 1 [4] [3,5]
NUMA-level 2 [3,4,5] [0,1,2]

We have the same balancing perspective from node 0 or node 4. Loads are now balanced equally between packages.

---
 arch/x86/kernel/smpboot.c | 70 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 70 insertions(+)
arch/x86/kernel/smpboot.c +70 -0
index eb289abece23..5709c9cab195 100644
@@ -515,6 +515,76 @@ static void __init build_sched_topology(void)
 	set_sched_topology(topology);
 }
 
+#ifdef CONFIG_NUMA
+static int sched_avg_remote_distance;
+static int avg_remote_numa_distance(void)
+{
+	int i, j;
+	int distance, nr_remote, total_distance;
+
+	if (sched_avg_remote_distance > 0)
+		return sched_avg_remote_distance;
+
+	nr_remote = 0;
+	total_distance = 0;
+	for_each_node_state(i, N_CPU) {
+		for_each_node_state(j, N_CPU) {
+			distance = node_distance(i, j);
+
+			if (distance >= REMOTE_DISTANCE) {
+				nr_remote++;
+				total_distance += distance;
+			}
+		}
+	}
+	if (nr_remote)
+		sched_avg_remote_distance = total_distance / nr_remote;
+	else
+		sched_avg_remote_distance = REMOTE_DISTANCE;
+
+	return sched_avg_remote_distance;
+}
+
+int arch_sched_node_distance(int from, int to)
+{
+	int d = node_distance(from, to);
+
+	switch (boot_cpu_data.x86_vfm) {
+	case INTEL_GRANITERAPIDS_X:
+	case INTEL_ATOM_DARKMONT_X:
+
+		if (!x86_has_numa_in_package || topology_max_packages() == 1 ||
+		    d < REMOTE_DISTANCE)
+			return d;
+
+		/*
+		 * With SNC enabled, there could be too many levels of remote
+		 * NUMA node distances, creating NUMA domain levels
+		 * including local nodes and partial remote nodes.
+		 *
+		 * Trim finer distance tuning for NUMA nodes in remote package
+		 * for the purpose of building sched domains. Group NUMA nodes
+		 * in the remote package in the same sched group.
+		 * Simplify NUMA domains and avoid extra NUMA levels including
+		 * different remote NUMA nodes and local nodes.
+		 *
+		 * GNR and CWF don't expect systems with more than 2 packages
+		 * and more than 2 hops between packages. Single average remote
+		 * distance won't be appropriate if there are more than 2
+		 * packages as average distance to different remote packages
+		 * could be different.
+		 */
+		WARN_ONCE(topology_max_packages() > 2,
+			  "sched: Expect only up to 2 packages for GNR or CWF, "
+			  "but saw %d packages when building sched domains.",
+			  topology_max_packages());
+
+		d = avg_remote_numa_distance();
+	}
+	return d;
+}
+#endif /* CONFIG_NUMA */
+
 void set_cpu_sibling_map(int cpu)
 {
 	bool has_smt = __max_threads_per_core > 1;
Signature · 1 line
2.32.0
maintainer
#3 lore raw

Re: [PATCH 6.18 2/2] sched/topology: Fix sched domain build error for GNR, CWF in SNC-3 mode

Quoted 182 lines · Tim Chen

[ Upstream commit 4d6dd05d07d00bc3bd91183dab4d75caa8018db9 ]

It is possible for Granite Rapids (GNR) and Clearwater Forest (CWF) to have up to 3 dies per package. When sub-numa cluster (SNC-3) is enabled, each die will become a separate NUMA node in the package with different distances between dies within the same package.

For example, on GNR, we see the following numa distances for a 2 socket system with 3 dies per socket:

    package 1       package2
	----------------
	|               |
    ---------       ---------
    |   0   |       |   3   |
    ---------       ---------
	|               |
    ---------       ---------
    |   1   |       |   4   |
    ---------       ---------
	|               |
    ---------       ---------
    |   2   |       |   5   |
    ---------       ---------
	|               |
	----------------

node distances:
node 0 1 2 3 4 5

0:   	10   15   17   21   28   26
1:   	15   10   15   23   26   23
2:   	17   15   10   26   23   21
3:   	21   28   26   10   15   17
4:   	23   26   23   15   10   15
5:   	26   23   21   17   15   10

The node distances above led to 2 problems:

1. Asymmetric routes taken between nodes in different packages led to asymmetric scheduler domain perspective depending on which node you are on. Current scheduler code failed to build domains properly with asymmetric distances.

2. Multiple remote distances to respective tiles on remote package create too many levels of domain hierarchies grouping different nodes between remote packages.

For example, the above GNR topology lead to NUMA domains below:

Sched domains from the perspective of a CPU in node 0, where the number in bracket represent node number.

NUMA-level 1    [0,1] [2]
NUMA-level 2    [0,1,2] [3]
NUMA-level 3    [0,1,2,3] [5]
NUMA-level 4    [0,1,2,3,5] [4]

Sched domains from the perspective of a CPU in node 4

NUMA-level 1    [4] [3,5]
NUMA-level 2    [3,4,5] [0,2]
NUMA-level 3    [0,2,3,4,5] [1]

Scheduler group peers for load balancing from the perspective of CPU 0 and 4 are different. Improper task could be chosen for load balancing between groups such as [0,2,3,4,5] [1]. Ideally you should choose nodes in 0 or 2 that are in same package as node 1 first. But instead tasks in the remote package node 3, 4, 5 could be chosen with an equal chance and could lead to excessive remote package migrations and imbalance of load between packages. We should not group partial remote nodes and local nodes together.
Simplify the remote distances for CWF and GNR for the purpose of sched domains building, which maintains symmetry and leads to a more reasonable load balance hierarchy.

The sched domains from the perspective of a CPU in node 0 NUMA-level 1 is now
NUMA-level 1 [0,1] [2]
NUMA-level 2 [0,1,2] [3,4,5]

The sched domains from the perspective of a CPU in node 4 NUMA-level 1 is now
NUMA-level 1 [4] [3,5]
NUMA-level 2 [3,4,5] [0,1,2]

We have the same balancing perspective from node 0 or node 4. Loads are now balanced equally between packages.

---
 arch/x86/kernel/smpboot.c | 70 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 70 insertions(+)
arch/x86/kernel/smpboot.c +70 -0
index eb289abece23..5709c9cab195 100644
@@ -515,6 +515,76 @@ static void __init build_sched_topology(void)
 	set_sched_topology(topology);
 }
 
+#ifdef CONFIG_NUMA
+static int sched_avg_remote_distance;
+static int avg_remote_numa_distance(void)
+{
+	int i, j;
+	int distance, nr_remote, total_distance;
+
+	if (sched_avg_remote_distance > 0)
+		return sched_avg_remote_distance;
+
+	nr_remote = 0;
+	total_distance = 0;
+	for_each_node_state(i, N_CPU) {
+		for_each_node_state(j, N_CPU) {
+			distance = node_distance(i, j);
+
+			if (distance >= REMOTE_DISTANCE) {
+				nr_remote++;
+				total_distance += distance;
+			}
+		}
+	}
+	if (nr_remote)
+		sched_avg_remote_distance = total_distance / nr_remote;
+	else
+		sched_avg_remote_distance = REMOTE_DISTANCE;
+
+	return sched_avg_remote_distance;
+}
+
+int arch_sched_node_distance(int from, int to)
+{
+	int d = node_distance(from, to);
+
+	switch (boot_cpu_data.x86_vfm) {
+	case INTEL_GRANITERAPIDS_X:
+	case INTEL_ATOM_DARKMONT_X:
+
+		if (!x86_has_numa_in_package || topology_max_packages() == 1 ||
+		    d < REMOTE_DISTANCE)
+			return d;
+
+		/*
+		 * With SNC enabled, there could be too many levels of remote
+		 * NUMA node distances, creating NUMA domain levels
+		 * including local nodes and partial remote nodes.
+		 *
+		 * Trim finer distance tuning for NUMA nodes in remote package
+		 * for the purpose of building sched domains. Group NUMA nodes
+		 * in the remote package in the same sched group.
+		 * Simplify NUMA domains and avoid extra NUMA levels including
+		 * different remote NUMA nodes and local nodes.
+		 *
+		 * GNR and CWF don't expect systems with more than 2 packages
+		 * and more than 2 hops between packages. Single average remote
+		 * distance won't be appropriate if there are more than 2
+		 * packages as average distance to different remote packages
+		 * could be different.
+		 */
+		WARN_ONCE(topology_max_packages() > 2,
+			  "sched: Expect only up to 2 packages for GNR or CWF, "
+			  "but saw %d packages when building sched domains.",
+			  topology_max_packages());
+
+		d = avg_remote_numa_distance();
+	}
+	return d;
+}
+#endif /* CONFIG_NUMA */
+
 void set_cpu_sibling_map(int cpu)
 {
 	bool has_smt = __max_threads_per_core > 1;
Signature · 1 line
2.32.0

This breaks the build:
CC arch/x86/kernel/smpboot.o
arch/x86/kernel/smpboot.c:548:5: error: no previous prototype for ‘arch_sched_node_distance’ [-Werror=missing-prototypes]
548 | int arch_sched_node_distance(int from, int to)

      |     ^~~~~~~~~~~~~~~~~~~~~~~~

cc1: all warnings being treated as errors

How was it tested?

thanks,

greg k-h

#4 lore raw

Re: [PATCH 6.18 2/2] sched/topology: Fix sched domain build error for GNR, CWF in SNC-3 mode

Hello Greg,

Quoted 8 lines · Greg KH

This breaks the build:
CC arch/x86/kernel/smpboot.o
arch/x86/kernel/smpboot.c:548:5: error: no previous prototype for ‘arch_sched_node_distance’ [-Werror=missing-prototypes]
548 | int arch_sched_node_distance(int from, int to)

      |     ^~~~~~~~~~~~~~~~~~~~~~~~

cc1: all warnings being treated as errors

How was it tested?

I believe this build issue was fixed by upstream commit 73cbcfe255f7 ("sched/topology,x86: Fix build warning")

(Full upstream SHA: 73cbcfe255f7edca915d978a7d1b0a11f2d62812)

P.S. It cherry-picks cleanly on top of "Linux 6.18.9".

Signature · 2 lines
Thanks and Regards,
Prateek
author
#5 lore raw

Re: [PATCH 6.18 2/2] sched/topology: Fix sched domain build error for GNR, CWF in SNC-3 mode

Quoted 10 lines · K Prateek Nayak

Hello Greg,

Quoted 7 lines · Greg KH

This breaks the build:
CC arch/x86/kernel/smpboot.o
arch/x86/kernel/smpboot.c:548:5: error: no previous prototype for ‘arch_sched_node_distance’ [-Werror=missing-prototypes]
548 | int arch_sched_node_distance(int from, int to)

      |     ^~~~~~~~~~~~~~~~~~~~~~~~

cc1: all warnings being treated as errors

Quoted 8 lines
Quoted 1 line

How was it tested?

I believe this build issue was fixed by upstream commit 73cbcfe255f7 ("sched/topology,x86: Fix build warning")

(Full upstream SHA: 73cbcfe255f7edca915d978a7d1b0a11f2d62812)

P.S. It cherry-picks cleanly on top of "Linux 6.18.9".

Pratek,

Thanks for pointing to the patch.

Tim