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Re: [PATCH v20 2/8] numa: Extend CLI to provide memory latency and bandw
From: |
Igor Mammedov |
Subject: |
Re: [PATCH v20 2/8] numa: Extend CLI to provide memory latency and bandwidth information |
Date: |
Fri, 29 Nov 2019 14:11:07 +0100 |
On Fri, 29 Nov 2019 15:56:28 +0800
Tao Xu <address@hidden> wrote:
> From: Liu Jingqi <address@hidden>
>
> Add -numa hmat-lb option to provide System Locality Latency and
> Bandwidth Information. These memory attributes help to build
> System Locality Latency and Bandwidth Information Structure(s)
> in ACPI Heterogeneous Memory Attribute Table (HMAT). Before using
> hmat-lb option, enable HMAT with -machine hmat=on.
>
> Acked-by: Markus Armbruster <address@hidden>
> Signed-off-by: Liu Jingqi <address@hidden>
> Signed-off-by: Tao Xu <address@hidden>
Reviewed-by: Igor Mammedov <address@hidden>
> ---
>
> Changes in v20:
> - Update the QAPI description (Markus)
> - Keep base and bitmap unchanged when latency or bandwidth
> out of range
>
> Changes in v19:
> - Add description about the machine property 'hmat' in commit
> message (Markus)
>
> Changes in v18:
> - Use qapi type uint64 and only nanosecond for latency (Markus)
>
> Changes in v17:
> - Add check when user input latency or bandwidth 0, the
> lb_info_provided should also be 0. Because in ACPI 6.3 5.2.27.4,
> 0 means the corresponding latency or bandwidth information is
> not provided.
> - Fix the infinite loop when node->latency is 0.
> ---
> hw/core/numa.c | 194 ++++++++++++++++++++++++++++++++++++++++++
> include/sysemu/numa.h | 53 ++++++++++++
> qapi/machine.json | 93 +++++++++++++++++++-
> qemu-options.hx | 47 +++++++++-
> 4 files changed, 384 insertions(+), 3 deletions(-)
>
> diff --git a/hw/core/numa.c b/hw/core/numa.c
> index e60da99293..34eb413f5d 100644
> --- a/hw/core/numa.c
> +++ b/hw/core/numa.c
> @@ -23,6 +23,7 @@
> */
>
> #include "qemu/osdep.h"
> +#include "qemu/units.h"
> #include "sysemu/hostmem.h"
> #include "sysemu/numa.h"
> #include "sysemu/sysemu.h"
> @@ -198,6 +199,186 @@ void parse_numa_distance(MachineState *ms,
> NumaDistOptions *dist, Error **errp)
> ms->numa_state->have_numa_distance = true;
> }
>
> +void parse_numa_hmat_lb(NumaState *numa_state, NumaHmatLBOptions *node,
> + Error **errp)
> +{
> + int i, first_bit, last_bit;
> + uint64_t max_entry, temp_base, bitmap_copy;
> + NodeInfo *numa_info = numa_state->nodes;
> + HMAT_LB_Info *hmat_lb =
> + numa_state->hmat_lb[node->hierarchy][node->data_type];
> + HMAT_LB_Data lb_data = {};
> + HMAT_LB_Data *lb_temp;
> +
> + /* Error checking */
> + if (node->initiator > numa_state->num_nodes) {
> + error_setg(errp, "Invalid initiator=%d, it should be less than %d",
> + node->initiator, numa_state->num_nodes);
> + return;
> + }
> + if (node->target > numa_state->num_nodes) {
> + error_setg(errp, "Invalid target=%d, it should be less than %d",
> + node->target, numa_state->num_nodes);
> + return;
> + }
> + if (!numa_info[node->initiator].has_cpu) {
> + error_setg(errp, "Invalid initiator=%d, it isn't an "
> + "initiator proximity domain", node->initiator);
> + return;
> + }
> + if (!numa_info[node->target].present) {
> + error_setg(errp, "The target=%d should point to an existing node",
> + node->target);
> + return;
> + }
> +
> + if (!hmat_lb) {
> + hmat_lb = g_malloc0(sizeof(*hmat_lb));
> + numa_state->hmat_lb[node->hierarchy][node->data_type] = hmat_lb;
> + hmat_lb->list = g_array_new(false, true, sizeof(HMAT_LB_Data));
> + }
> + hmat_lb->hierarchy = node->hierarchy;
> + hmat_lb->data_type = node->data_type;
> + lb_data.initiator = node->initiator;
> + lb_data.target = node->target;
> +
> + if (node->data_type <= HMATLB_DATA_TYPE_WRITE_LATENCY) {
> + /* Input latency data */
> +
> + if (!node->has_latency) {
> + error_setg(errp, "Missing 'latency' option");
> + return;
> + }
> + if (node->has_bandwidth) {
> + error_setg(errp, "Invalid option 'bandwidth' since "
> + "the data type is latency");
> + return;
> + }
> +
> + /* Detect duplicate configuration */
> + for (i = 0; i < hmat_lb->list->len; i++) {
> + lb_temp = &g_array_index(hmat_lb->list, HMAT_LB_Data, i);
> +
> + if (node->initiator == lb_temp->initiator &&
> + node->target == lb_temp->target) {
> + error_setg(errp, "Duplicate configuration of the latency for
> "
> + "initiator=%d and target=%d", node->initiator,
> + node->target);
> + return;
> + }
> + }
> +
> + hmat_lb->base = hmat_lb->base ? hmat_lb->base : UINT64_MAX;
> +
> + if (node->latency) {
> + /* Calculate the temporary base and compressed latency */
> + max_entry = node->latency;
> + temp_base = 1;
> + while (QEMU_IS_ALIGNED(max_entry, 10)) {
> + max_entry /= 10;
> + temp_base *= 10;
> + }
> +
> + /* Calculate the max compressed latency */
> + temp_base = MIN(hmat_lb->base, temp_base);
> + max_entry = node->latency / hmat_lb->base;
> + max_entry = MAX(hmat_lb->range_bitmap, max_entry);
> +
> + /*
> + * For latency hmat_lb->range_bitmap record the max compressed
> + * latency which should be less than 0xFFFF (UINT16_MAX)
> + */
> + if (max_entry >= UINT16_MAX) {
> + error_setg(errp, "Latency %" PRIu64 " between initiator=%d
> and "
> + "target=%d should not differ from previously entered
> "
> + "min or max values on more than %d", node->latency,
> + node->initiator, node->target, UINT16_MAX - 1);
> + return;
> + } else {
> + hmat_lb->base = temp_base;
> + hmat_lb->range_bitmap = max_entry;
> + }
> +
> + /*
> + * Set lb_info_provided bit 0 as 1,
> + * latency information is provided
> + */
> + numa_info[node->target].lb_info_provided |= BIT(0);
> + }
> + lb_data.data = node->latency;
> + } else if (node->data_type >= HMATLB_DATA_TYPE_ACCESS_BANDWIDTH) {
> + /* Input bandwidth data */
> + if (!node->has_bandwidth) {
> + error_setg(errp, "Missing 'bandwidth' option");
> + return;
> + }
> + if (node->has_latency) {
> + error_setg(errp, "Invalid option 'latency' since "
> + "the data type is bandwidth");
> + return;
> + }
> + if (!QEMU_IS_ALIGNED(node->bandwidth, MiB)) {
> + error_setg(errp, "Bandwidth %" PRIu64 " between initiator=%d and
> "
> + "target=%d should be 1MB aligned", node->bandwidth,
> + node->initiator, node->target);
> + return;
> + }
> +
> + /* Detect duplicate configuration */
> + for (i = 0; i < hmat_lb->list->len; i++) {
> + lb_temp = &g_array_index(hmat_lb->list, HMAT_LB_Data, i);
> +
> + if (node->initiator == lb_temp->initiator &&
> + node->target == lb_temp->target) {
> + error_setg(errp, "Duplicate configuration of the bandwidth
> for "
> + "initiator=%d and target=%d", node->initiator,
> + node->target);
> + return;
> + }
> + }
> +
> + hmat_lb->base = hmat_lb->base ? hmat_lb->base : 1;
> +
> + if (node->bandwidth) {
> + /* Keep bitmap unchanged when bandwidth out of range */
> + bitmap_copy = hmat_lb->range_bitmap;
> + bitmap_copy |= node->bandwidth;
> + first_bit = ctz64(bitmap_copy);
> + temp_base = UINT64_C(1) << first_bit;
> + max_entry = node->bandwidth / temp_base;
> + last_bit = 64 - clz64(bitmap_copy);
> +
> + /*
> + * For bandwidth, first_bit record the base unit of bandwidth
> bits,
> + * last_bit record the last bit of the max bandwidth. The max
> + * compressed bandwidth should be less than 0xFFFF (UINT16_MAX)
> + */
> + if ((last_bit - first_bit) > UINT16_BITS ||
> + max_entry >= UINT16_MAX) {
> + error_setg(errp, "Bandwidth %" PRIu64 " between initiator=%d
> "
> + "and target=%d should not differ from previously "
> + "entered values on more than %d", node->bandwidth,
> + node->initiator, node->target, UINT16_MAX - 1);
> + return;
> + } else {
> + hmat_lb->base = temp_base;
> + hmat_lb->range_bitmap = bitmap_copy;
> + }
> +
> + /*
> + * Set lb_info_provided bit 1 as 1,
> + * bandwidth information is provided
> + */
> + numa_info[node->target].lb_info_provided |= BIT(1);
> + }
> + lb_data.data = node->bandwidth;
> + } else {
> + assert(0);
> + }
> +
> + g_array_append_val(hmat_lb->list, lb_data);
> +}
> +
> void set_numa_options(MachineState *ms, NumaOptions *object, Error **errp)
> {
> Error *err = NULL;
> @@ -236,6 +417,19 @@ void set_numa_options(MachineState *ms, NumaOptions
> *object, Error **errp)
> machine_set_cpu_numa_node(ms,
> qapi_NumaCpuOptions_base(&object->u.cpu),
> &err);
> break;
> + case NUMA_OPTIONS_TYPE_HMAT_LB:
> + if (!ms->numa_state->hmat_enabled) {
> + error_setg(errp, "ACPI Heterogeneous Memory Attribute Table "
> + "(HMAT) is disabled, enable it with -machine hmat=on "
> + "before using any of hmat specific options");
> + return;
> + }
> +
> + parse_numa_hmat_lb(ms->numa_state, &object->u.hmat_lb, &err);
> + if (err) {
> + goto end;
> + }
> + break;
> default:
> abort();
> }
> diff --git a/include/sysemu/numa.h b/include/sysemu/numa.h
> index 788cbec7a2..70f93c83d7 100644
> --- a/include/sysemu/numa.h
> +++ b/include/sysemu/numa.h
> @@ -14,11 +14,34 @@ struct CPUArchId;
> #define NUMA_DISTANCE_MAX 254
> #define NUMA_DISTANCE_UNREACHABLE 255
>
> +/* the value of AcpiHmatLBInfo flags */
> +enum {
> + HMAT_LB_MEM_MEMORY = 0,
> + HMAT_LB_MEM_CACHE_1ST_LEVEL = 1,
> + HMAT_LB_MEM_CACHE_2ND_LEVEL = 2,
> + HMAT_LB_MEM_CACHE_3RD_LEVEL = 3,
> + HMAT_LB_LEVELS /* must be the last entry */
> +};
> +
> +/* the value of AcpiHmatLBInfo data type */
> +enum {
> + HMAT_LB_DATA_ACCESS_LATENCY = 0,
> + HMAT_LB_DATA_READ_LATENCY = 1,
> + HMAT_LB_DATA_WRITE_LATENCY = 2,
> + HMAT_LB_DATA_ACCESS_BANDWIDTH = 3,
> + HMAT_LB_DATA_READ_BANDWIDTH = 4,
> + HMAT_LB_DATA_WRITE_BANDWIDTH = 5,
> + HMAT_LB_TYPES /* must be the last entry */
> +};
> +
> +#define UINT16_BITS 16
> +
> struct NodeInfo {
> uint64_t node_mem;
> struct HostMemoryBackend *node_memdev;
> bool present;
> bool has_cpu;
> + uint8_t lb_info_provided;
> uint16_t initiator;
> uint8_t distance[MAX_NODES];
> };
> @@ -28,6 +51,31 @@ struct NumaNodeMem {
> uint64_t node_plugged_mem;
> };
>
> +struct HMAT_LB_Data {
> + uint8_t initiator;
> + uint8_t target;
> + uint64_t data;
> +};
> +typedef struct HMAT_LB_Data HMAT_LB_Data;
> +
> +struct HMAT_LB_Info {
> + /* Indicates it's memory or the specified level memory side cache. */
> + uint8_t hierarchy;
> +
> + /* Present the type of data, access/read/write latency or bandwidth. */
> + uint8_t data_type;
> +
> + /* The range bitmap of bandwidth for calculating common base */
> + uint64_t range_bitmap;
> +
> + /* The common base unit for latencies or bandwidths */
> + uint64_t base;
> +
> + /* Array to store the latencies or bandwidths */
> + GArray *list;
> +};
> +typedef struct HMAT_LB_Info HMAT_LB_Info;
> +
> struct NumaState {
> /* Number of NUMA nodes */
> int num_nodes;
> @@ -40,11 +88,16 @@ struct NumaState {
>
> /* NUMA nodes information */
> NodeInfo nodes[MAX_NODES];
> +
> + /* NUMA nodes HMAT Locality Latency and Bandwidth Information */
> + HMAT_LB_Info *hmat_lb[HMAT_LB_LEVELS][HMAT_LB_TYPES];
> };
> typedef struct NumaState NumaState;
>
> void set_numa_options(MachineState *ms, NumaOptions *object, Error **errp);
> void parse_numa_opts(MachineState *ms);
> +void parse_numa_hmat_lb(NumaState *numa_state, NumaHmatLBOptions *node,
> + Error **errp);
> void numa_complete_configuration(MachineState *ms);
> void query_numa_node_mem(NumaNodeMem node_mem[], MachineState *ms);
> extern QemuOptsList qemu_numa_opts;
> diff --git a/qapi/machine.json b/qapi/machine.json
> index 27d0e37534..cf8faf5a2a 100644
> --- a/qapi/machine.json
> +++ b/qapi/machine.json
> @@ -426,10 +426,12 @@
> #
> # @cpu: property based CPU(s) to node mapping (Since: 2.10)
> #
> +# @hmat-lb: memory latency and bandwidth information (Since: 5.0)
> +#
> # Since: 2.1
> ##
> { 'enum': 'NumaOptionsType',
> - 'data': [ 'node', 'dist', 'cpu' ] }
> + 'data': [ 'node', 'dist', 'cpu', 'hmat-lb' ] }
>
> ##
> # @NumaOptions:
> @@ -444,7 +446,8 @@
> 'data': {
> 'node': 'NumaNodeOptions',
> 'dist': 'NumaDistOptions',
> - 'cpu': 'NumaCpuOptions' }}
> + 'cpu': 'NumaCpuOptions',
> + 'hmat-lb': 'NumaHmatLBOptions' }}
>
> ##
> # @NumaNodeOptions:
> @@ -557,6 +560,92 @@
> 'base': 'CpuInstanceProperties',
> 'data' : {} }
>
> +##
> +# @HmatLBMemoryHierarchy:
> +#
> +# The memory hierarchy in the System Locality Latency and Bandwidth
> +# Information Structure of HMAT (Heterogeneous Memory Attribute Table)
> +#
> +# For more information about @HmatLBMemoryHierarchy, see chapter
> +# 5.2.27.4: Table 5-146: Field "Flags" of ACPI 6.3 spec.
> +#
> +# @memory: the structure represents the memory performance
> +#
> +# @first-level: first level of memory side cache
> +#
> +# @second-level: second level of memory side cache
> +#
> +# @third-level: third level of memory side cache
> +#
> +# Since: 5.0
> +##
> +{ 'enum': 'HmatLBMemoryHierarchy',
> + 'data': [ 'memory', 'first-level', 'second-level', 'third-level' ] }
> +
> +##
> +# @HmatLBDataType:
> +#
> +# Data type in the System Locality Latency and Bandwidth
> +# Information Structure of HMAT (Heterogeneous Memory Attribute Table)
> +#
> +# For more information about @HmatLBDataType, see chapter
> +# 5.2.27.4: Table 5-146: Field "Data Type" of ACPI 6.3 spec.
> +#
> +# @access-latency: access latency (nanoseconds)
> +#
> +# @read-latency: read latency (nanoseconds)
> +#
> +# @write-latency: write latency (nanoseconds)
> +#
> +# @access-bandwidth: access bandwidth (Bytes per second)
> +#
> +# @read-bandwidth: read bandwidth (Bytes per second)
> +#
> +# @write-bandwidth: write bandwidth (Bytes per second)
> +#
> +# Since: 5.0
> +##
> +{ 'enum': 'HmatLBDataType',
> + 'data': [ 'access-latency', 'read-latency', 'write-latency',
> + 'access-bandwidth', 'read-bandwidth', 'write-bandwidth' ] }
> +
> +##
> +# @NumaHmatLBOptions:
> +#
> +# Set the system locality latency and bandwidth information
> +# between Initiator and Target proximity Domains.
> +#
> +# For more information about @NumaHmatLBOptions, see chapter
> +# 5.2.27.4: Table 5-146 of ACPI 6.3 spec.
> +#
> +# @initiator: the Initiator Proximity Domain.
> +#
> +# @target: the Target Proximity Domain.
> +#
> +# @hierarchy: the Memory Hierarchy. Indicates the performance
> +# of memory or side cache.
> +#
> +# @data-type: presents the type of data, access/read/write
> +# latency or hit latency.
> +#
> +# @latency: the value of latency from @initiator to @target
> +# proximity domain, the latency unit is "ns(nanosecond)".
> +#
> +# @bandwidth: the value of bandwidth between @initiator and @target
> +# proximity domain, the bandwidth unit is
> +# "Bytes per second".
> +#
> +# Since: 5.0
> +##
> +{ 'struct': 'NumaHmatLBOptions',
> + 'data': {
> + 'initiator': 'uint16',
> + 'target': 'uint16',
> + 'hierarchy': 'HmatLBMemoryHierarchy',
> + 'data-type': 'HmatLBDataType',
> + '*latency': 'uint64',
> + '*bandwidth': 'size' }}
> +
> ##
> # @HostMemPolicy:
> #
> diff --git a/qemu-options.hx b/qemu-options.hx
> index 63f6b33322..c45e2ae513 100644
> --- a/qemu-options.hx
> +++ b/qemu-options.hx
> @@ -168,16 +168,19 @@ DEF("numa", HAS_ARG, QEMU_OPTION_numa,
> "-numa
> node[,mem=size][,cpus=firstcpu[-lastcpu]][,nodeid=node][,initiator=node]\n"
> "-numa
> node[,memdev=id][,cpus=firstcpu[-lastcpu]][,nodeid=node][,initiator=node]\n"
> "-numa dist,src=source,dst=destination,val=distance\n"
> - "-numa cpu,node-id=node[,socket-id=x][,core-id=y][,thread-id=z]\n",
> + "-numa cpu,node-id=node[,socket-id=x][,core-id=y][,thread-id=z]\n"
> + "-numa
> hmat-lb,initiator=node,target=node,hierarchy=memory|first-level|second-level|third-level,data-type=access-latency|read-latency|write-latency[,latency=lat][,bandwidth=bw]\n",
> QEMU_ARCH_ALL)
> STEXI
> @item -numa
> node[,mem=@var{size}][,cpus=@var{firstcpu}[-@var{lastcpu}]][,nodeid=@var{node}][,initiator=@var{initiator}]
> @itemx -numa
> node[,memdev=@var{id}][,cpus=@var{firstcpu}[-@var{lastcpu}]][,nodeid=@var{node}][,initiator=@var{initiator}]
> @itemx -numa dist,src=@var{source},dst=@var{destination},val=@var{distance}
> @itemx -numa
> cpu,node-id=@var{node}[,socket-id=@var{x}][,core-id=@var{y}][,thread-id=@var{z}]
> +@itemx -numa
> hmat-lb,initiator=@var{node},target=@var{node},hierarchy=@var{hierarchy},data-type=@var{tpye}[,latency=@var{lat}][,bandwidth=@var{bw}]
> @findex -numa
> Define a NUMA node and assign RAM and VCPUs to it.
> Set the NUMA distance from a source node to a destination node.
> +Set the ACPI Heterogeneous Memory Attributes for the given nodes.
>
> Legacy VCPU assignment uses @samp{cpus} option where
> @var{firstcpu} and @var{lastcpu} are CPU indexes. Each
> @@ -256,6 +259,48 @@ specified resources, it just assigns existing resources
> to NUMA
> nodes. This means that one still has to use the @option{-m},
> @option{-smp} options to allocate RAM and VCPUs respectively.
>
> +Use @samp{hmat-lb} to set System Locality Latency and Bandwidth Information
> +between initiator and target NUMA nodes in ACPI Heterogeneous Attribute
> Memory Table (HMAT).
> +Initiator NUMA node can create memory requests, usually it has one or more
> processors.
> +Target NUMA node contains addressable memory.
> +
> +In @samp{hmat-lb} option, @var{node} are NUMA node IDs. @var{hierarchy} is
> the memory
> +hierarchy of the target NUMA node: if @var{hierarchy} is 'memory', the
> structure
> +represents the memory performance; if @var{hierarchy} is
> 'first-level|second-level|third-level',
> +this structure represents aggregated performance of memory side caches for
> each domain.
> +@var{type} of 'data-type' is type of data represented by this structure
> instance:
> +if 'hierarchy' is 'memory', 'data-type' is 'access|read|write' latency or
> 'access|read|write'
> +bandwidth of the target memory; if 'hierarchy' is
> 'first-level|second-level|third-level',
> +'data-type' is 'access|read|write' hit latency or 'access|read|write' hit
> bandwidth of the
> +target memory side cache.
> +
> +@var{lat} is latency value in nanoseconds. @var{bw} is bandwidth value,
> +the possible value and units are NUM[M|G|T], mean that the bandwidth value
> are
> +NUM byte per second (or MB/s, GB/s or TB/s depending on used suffix).
> +Note that if latency or bandwidth value is 0, means the corresponding
> latency or
> +bandwidth information is not provided.
> +
> +For example, the following options describe 2 NUMA nodes. Node 0 has 2 cpus
> and
> +a ram, node 1 has only a ram. The processors in node 0 access memory in node
> +0 with access-latency 5 nanoseconds, access-bandwidth is 200 MB/s;
> +The processors in NUMA node 0 access memory in NUMA node 1 with
> access-latency 10
> +nanoseconds, access-bandwidth is 100 MB/s.
> +@example
> +-machine hmat=on \
> +-m 2G \
> +-object memory-backend-ram,size=1G,id=m0 \
> +-object memory-backend-ram,size=1G,id=m1 \
> +-smp 2 \
> +-numa node,nodeid=0,memdev=m0 \
> +-numa node,nodeid=1,memdev=m1,initiator=0 \
> +-numa cpu,node-id=0,socket-id=0 \
> +-numa cpu,node-id=0,socket-id=1 \
> +-numa
> hmat-lb,initiator=0,target=0,hierarchy=memory,data-type=access-latency,latency=5
> \
> +-numa
> hmat-lb,initiator=0,target=0,hierarchy=memory,data-type=access-bandwidth,bandwidth=200M
> \
> +-numa
> hmat-lb,initiator=0,target=1,hierarchy=memory,data-type=access-latency,latency=10
> \
> +-numa
> hmat-lb,initiator=0,target=1,hierarchy=memory,data-type=access-bandwidth,bandwidth=100M
> +@end example
> +
> ETEXI
>
> DEF("add-fd", HAS_ARG, QEMU_OPTION_add_fd,
- [PATCH v20 0/8] Build ACPI Heterogeneous Memory Attribute Table (HMAT), Tao Xu, 2019/11/29
- [PATCH v20 1/8] numa: Extend CLI to provide initiator information for numa nodes, Tao Xu, 2019/11/29
- [PATCH v20 2/8] numa: Extend CLI to provide memory latency and bandwidth information, Tao Xu, 2019/11/29
- Re: [PATCH v20 2/8] numa: Extend CLI to provide memory latency and bandwidth information,
Igor Mammedov <=
- [PATCH v20 5/8] hmat acpi: Build System Locality Latency and Bandwidth Information Structure(s), Tao Xu, 2019/11/29
- [PATCH v20 3/8] numa: Extend CLI to provide memory side cache information, Tao Xu, 2019/11/29
- [PATCH v20 4/8] hmat acpi: Build Memory Proximity Domain Attributes Structure(s), Tao Xu, 2019/11/29
- [PATCH v20 6/8] hmat acpi: Build Memory Side Cache Information Structure(s), Tao Xu, 2019/11/29
- [PATCH v20 8/8] tests/bios-tables-test: add test cases for ACPI HMAT, Tao Xu, 2019/11/29
- [PATCH v20 7/8] tests/numa: Add case for QMP build HMAT, Tao Xu, 2019/11/29