diff --git a/config/hwloc.m4 b/config/hwloc.m4
index 4e9560f042..84117858c1 100644
--- a/config/hwloc.m4
+++ b/config/hwloc.m4
@@ -1304,8 +1304,9 @@ return rsmi_init(0);
                          hwloc_rsmi_warning=no],
                         [AC_MSG_RESULT([no])
                          hwloc_rsmi_warning=yes],
-                        [AC_MSG_RESULT([don't know (cross-compiling)])])],
-                      [hwloc_rsmi_happy=no])
+                        [AC_MSG_RESULT([don't know (cross-compiling)])])
+		      AC_CHECK_DECLS([rsmi_dev_partition_id_get],,[:],[[#include <rocm_smi/rocm_smi.h>]])
+		     ], [hwloc_rsmi_happy=no])
         LDFLAGS="$LDFLAGS_save"
         LIBS="$LIBS_save"
       ], [hwloc_rsmi_happy=no])
diff --git a/hwloc/topology-rsmi.c b/hwloc/topology-rsmi.c
index 12ff6527c1..05ff41b25a 100644
--- a/hwloc/topology-rsmi.c
+++ b/hwloc/topology-rsmi.c
@@ -122,6 +122,32 @@ static int get_device_pci_info(uint32_t dv_ind, uint64_t *bdfid)
   return 0;
 }
 
+/*
+ * Get the partition ID of the GPU
+ *
+ * dv_ind  (IN) The device index
+ * partid   (OUT) partition ID of GPU devices
+ */
+static int get_device_partition_id(uint32_t dv_ind, uint32_t *partid)
+{
+#if HAVE_DECL_RSMI_DEV_PARTITION_ID_GET
+  rsmi_status_t rsmi_rc = rsmi_dev_partition_id_get(dv_ind, partid);
+
+  if (rsmi_rc != RSMI_STATUS_SUCCESS) {
+    if (HWLOC_SHOW_ALL_ERRORS()) {
+      const char *status_string;
+      rsmi_rc = rsmi_status_string(rsmi_rc, &status_string);
+      fprintf(stderr, "hwloc/rsmi: GPU(%u): Failed to get partition ID: %s\n", (unsigned)dv_ind, status_string);
+    }
+    return -1;
+  }
+  return 0;
+#else
+  errno = ENOSYS;
+  return -1;
+#endif
+}
+
 /*
  * Get the PCI link speed of the GPU
  *
@@ -365,6 +391,16 @@ hwloc_rsmi_discover(struct hwloc_backend *backend, struct hwloc_disc_status *dst
       device = ((bdfid & 0xff)>>3) & 0x1f;
       func = bdfid & 0x7;
       parent = hwloc_pci_find_parent_by_busid(topology, domain, bus, device, func);
+      if ((!parent || parent->type != HWLOC_OBJ_PCI_DEVICE) && func > 0) {
+        /* Partitioned MI devices may return the partition ID in a fake BDF func,
+         * hence we would fail to find a pcidev parent.
+         * Try with func=0 instead.
+         */
+        uint32_t partid = 0;
+        get_device_partition_id(i, &partid);
+        if (func == partid)
+          parent = hwloc_pci_find_parent_by_busid(topology, domain, bus, device, 0);
+      }
       if (parent && parent->type == HWLOC_OBJ_PCI_DEVICE)
         get_device_pci_linkspeed(i, &parent->attr->pcidev.linkspeed);
       if (!parent)
diff --git a/tests/hwloc/ports/Makefile.am b/tests/hwloc/ports/Makefile.am
index 645cd1d4c4..cea80b4313 100644
--- a/tests/hwloc/ports/Makefile.am
+++ b/tests/hwloc/ports/Makefile.am
@@ -170,7 +170,8 @@ nodist_libhwloc_port_rsmi_la_SOURCES = topology-rsmi.c
 libhwloc_port_rsmi_la_SOURCES = \
         include/rsmi/rocm_smi/rocm_smi.h
 libhwloc_port_rsmi_la_CPPFLAGS = $(common_CPPFLAGS) \
-        -I$(HWLOC_top_srcdir)/tests/hwloc/ports/include/rsmi
+        -I$(HWLOC_top_srcdir)/tests/hwloc/ports/include/rsmi \
+	-DHAVE_DECL_RSMI_DEV_PARTITION_ID_GET=1
 
 nodist_libhwloc_port_levelzero_la_SOURCES = topology-levelzero.c
 libhwloc_port_levelzero_la_SOURCES = \
diff --git a/tests/hwloc/ports/include/rsmi/rocm_smi/rocm_smi.h b/tests/hwloc/ports/include/rsmi/rocm_smi/rocm_smi.h
index c671926132..580b4273c5 100644
--- a/tests/hwloc/ports/include/rsmi/rocm_smi/rocm_smi.h
+++ b/tests/hwloc/ports/include/rsmi/rocm_smi/rocm_smi.h
@@ -1,5 +1,5 @@
 /*
- * Copyright © 2013-2021 Inria.  All rights reserved.
+ * Copyright © 2013-2024 Inria.  All rights reserved.
  * Copyright (c) 2020, Advanced Micro Devices, Inc. All rights reserved.
  * Written by Advanced Micro Devices,
  * See COPYING in top-level directory.
@@ -79,6 +79,7 @@ rsmi_status_t rsmi_dev_name_get(uint32_t dv_ind, char *name, size_t len);
 rsmi_status_t rsmi_dev_serial_number_get(uint32_t dv_ind, char *serial_num, uint32_t len);
 rsmi_status_t rsmi_dev_unique_id_get(uint32_t dv_ind, uint64_t *id);
 rsmi_status_t rsmi_dev_pci_bandwidth_get(uint32_t dv_ind, rsmi_pcie_bandwidth_t *bandwidth);
+rsmi_status_t rsmi_dev_partition_id_get(uint32_t dv_ind, uint32_t *partition_id);
 rsmi_status_t rsmi_dev_xgmi_hive_id_get(uint32_t dv_ind, uint64_t *hive_id);
 rsmi_status_t rsmi_topo_get_link_type(uint32_t dv_ind_src, uint32_t dv_ind_dst,
                                       uint64_t *hops, RSMI_IO_LINK_TYPE *type);