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Onboarded AMD SMI for Linux and added more metrics #344

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Onboarded AMD SMI for Linux and added more metrics #344

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f55175b
Onboarded AMD SMI for Linux and added more metrics
srividyaprasad Jul 12, 2024
416dc98
Modified xgmi metrics calculations
srividyaprasad Jul 20, 2024
1fba4f5
Merge branch 'microsoft:main' into users/t-srprasad/OnboardAMDSMIMetr…
srividyaprasad Jul 30, 2024
13398d9
Modified file types to csv and json.
srividyaprasad Jul 30, 2024
92a7248
Added documentation for AMD SMI
srividyaprasad Jul 30, 2024
c37d370
Merge branch 'main' into users/t-srprasad/OnboardAMDSMIMetricandXGMIf…
srividyaprasad Aug 1, 2024
cbce5f8
Combined AMD SMI and lspci into 1 profile MONITORS-GPU-AMD for AMD GP…
srividyaprasad Aug 18, 2024
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31 changes: 31 additions & 0 deletions src/VirtualClient/VirtualClient.Main/profiles/MONITORS-GPU-AMD-SMI.json
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{
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"Description": "AMD SMI Monitor for AMD GPU systems.",
"Metadata": {
"SupportedPlatforms": "linux-x64,win-x64",
"SupportedOperatingSystems": "CBL-Mariner,CentOS,Debian,RedHat,Suse,Ubuntu,Windows"
},
"Parameters": {
"MonitorFrequency": "00:00:01",
"MonitorWarmupPeriod": "00:00:01"
},
"Monitors": [
{
"Type": "AmdSmiMonitor",
"Parameters": {
"Scenario": "AmdGpuCounters",
"Subsystem": "metric",
"MonitorFrequency": "$.Parameters.MonitorFrequency",
"MonitorWarmupPeriod": "$.Parameters.MonitorWarmupPeriod"
}
},
{
"Type": "AmdSmiMonitor",
"Parameters": {
"Scenario": "AmdGpuCounters",
"Subsystem": "xgmi",
"MonitorFrequency": "$.Parameters.MonitorFrequency",
"MonitorWarmupPeriod": "$.Parameters.MonitorWarmupPeriod"
}
}
]
}
2 changes: 1 addition & 1 deletion src/VirtualClient/VirtualClient.Main/profiles/MONITORS-GPU-AMD.json
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{
"Description": "Default Monitors for AMD GPU systems.",
"Metadata": {
"SupportedPlatforms": "linux-x64,win-x64",
"SupportedPlatforms": "win-x64",
"SupportedOperatingSystems": "CBL-Mariner,CentOS,Debian,RedHat,Suse,Ubuntu,Windows"
},
"Parameters": {
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59 changes: 59 additions & 0 deletions src/VirtualClient/VirtualClient.Monitors.UnitTests/AmdSmiMetricQueryGpuParserUnitTests.cs
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// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

namespace VirtualClient.Monitors
{
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Reflection;
using System.Text;
using System.Threading.Tasks;
using NUnit.Framework;
using VirtualClient.Common;
using VirtualClient.Contracts;

[TestFixture]
[Category("Unit")]
public class AmdSmiMetricQueryGpuParserUnitTests
{
[Test]
public void AmdSmiMetricQueryGpuParserParsesMetricsCorrectly()
{
string workingDirectory = Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string outputPath = Path.Combine(workingDirectory, "Examples", "amd-smi", "metric.csv");
string rawText = File.ReadAllText(outputPath);

AmdSmiMetricQueryGpuParser testParser = new AmdSmiMetricQueryGpuParser(rawText);
IList<Metric> metrics = testParser.Parse();

MetricAssert.Exists(metrics, "utilization.gpu [%]", 98, "%");
MetricAssert.Exists(metrics, "framebuffer.total [MB]", 14928, "MB");
MetricAssert.Exists(metrics, "framebuffer.used [MB]", 363, "MB");

}

[Test]
public void AmdSmiMetricQueryGpuParserParsesMetricsCorrectly_MI300X()
{
string workingDirectory = Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string outputPath = Path.Combine(workingDirectory, "Examples", "amd-smi", "metric-8xMI300X.csv");
string rawText = File.ReadAllText(outputPath);

AmdSmiMetricQueryGpuParser testParser = new AmdSmiMetricQueryGpuParser(rawText);
IList<Metric> metrics = testParser.Parse();

MetricAssert.Exists(metrics, "utilization.gpu", 0, "%");
MetricAssert.Exists(metrics, "utilization.memory", 0, "%");
MetricAssert.Exists(metrics, "temperature.gpu", 36, "celsius");
MetricAssert.Exists(metrics, "temperature.memory", 30, "celsius");
MetricAssert.Exists(metrics, "power.draw.average", 133, "W");
MetricAssert.Exists(metrics, "gfx_clk_avg", 132.125, "MHz");
MetricAssert.Exists(metrics, "mem_clk", 900, "MHz");
MetricAssert.Exists(metrics, "video_vclk_avg", 29, "MHz");
MetricAssert.Exists(metrics, "video_dclk_avg", 22, "MHz");
MetricAssert.Exists(metrics, "pcie_bw", 24, "MB/s");
}
}
}
37 changes: 0 additions & 37 deletions src/VirtualClient/VirtualClient.Monitors.UnitTests/AmdSmiQueryGpuParserUnitTests.cs
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42 changes: 42 additions & 0 deletions src/VirtualClient/VirtualClient.Monitors.UnitTests/AmdSmiXGMIQueryGpuParserUnitTests.cs
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// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

namespace VirtualClient.Monitors
{
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Reflection;
using System.Text;
using System.Threading.Tasks;
using NUnit.Framework;
using VirtualClient.Common;
using VirtualClient.Contracts;

[TestFixture]
[Category("Unit")]
public class AmdSmiXGMIQueryGpuParserUnitTests
{
[Test]
public void AmdSmiXGMIQueryGpuParserParsesMetricsCorrectly()
{
string workingDirectory = Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string outputPath = Path.Combine(workingDirectory, "Examples", "amd-smi", "xgmi-8xMI300X.json");
string rawText = File.ReadAllText(outputPath);

AmdSmiXGMIQueryGpuParser testParser = new AmdSmiXGMIQueryGpuParser(rawText);
IList<Metric> metrics = testParser.Parse();

Assert.AreEqual(8, metrics.Count);
MetricAssert.Exists(metrics, "xgmi_0_data", 14, "KB");
MetricAssert.Exists(metrics, "xgmi_1_data", 12, "KB");
MetricAssert.Exists(metrics, "xgmi_2_data", 10, "KB");
MetricAssert.Exists(metrics, "xgmi_3_data", 9, "KB");
MetricAssert.Exists(metrics, "xgmi_4_data", 9, "KB");
MetricAssert.Exists(metrics, "xgmi_5_data", 8, "KB");
MetricAssert.Exists(metrics, "xgmi_6_data", 6, "KB");
MetricAssert.Exists(metrics, "xgmi_7_data", 6, "KB");
}
}
}
9 changes: 9 additions & 0 deletions src/VirtualClient/VirtualClient.Monitors.UnitTests/Examples/amd-smi/metric-8xMI300X.csv
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gpu,gfx_activity,umc_activity,mm_activity,vcn_activity,jpeg_activity,socket_power,gfx_voltage,soc_voltage,mem_voltage,power_management,throttle_status,gfx_0_clk,gfx_0_min_clk,gfx_0_max_clk,gfx_0_clk_locked,gfx_0_deep_sleep,gfx_1_clk,gfx_1_min_clk,gfx_1_max_clk,gfx_1_clk_locked,gfx_1_deep_sleep,gfx_2_clk,gfx_2_min_clk,gfx_2_max_clk,gfx_2_clk_locked,gfx_2_deep_sleep,gfx_3_clk,gfx_3_min_clk,gfx_3_max_clk,gfx_3_clk_locked,gfx_3_deep_sleep,gfx_4_clk,gfx_4_min_clk,gfx_4_max_clk,gfx_4_clk_locked,gfx_4_deep_sleep,gfx_5_clk,gfx_5_min_clk,gfx_5_max_clk,gfx_5_clk_locked,gfx_5_deep_sleep,gfx_6_clk,gfx_6_min_clk,gfx_6_max_clk,gfx_6_clk_locked,gfx_6_deep_sleep,gfx_7_clk,gfx_7_min_clk,gfx_7_max_clk,gfx_7_clk_locked,gfx_7_deep_sleep,mem_0_clk,mem_0_min_clk,mem_0_max_clk,mem_0_clk_locked,mem_0_deep_sleep,vclk_0_clk,vclk_0_min_clk,vclk_0_max_clk,vclk_0_clk_locked,vclk_0_deep_sleep,vclk_1_clk,vclk_1_min_clk,vclk_1_max_clk,vclk_1_clk_locked,vclk_1_deep_sleep,vclk_2_clk,vclk_2_min_clk,vclk_2_max_clk,vclk_2_clk_locked,vclk_2_deep_sleep,vclk_3_clk,vclk_3_min_clk,vclk_3_max_clk,vclk_3_clk_locked,vclk_3_deep_sleep,dclk_0_clk,dclk_0_min_clk,dclk_0_max_clk,dclk_0_clk_locked,dclk_0_deep_sleep,dclk_1_clk,dclk_1_min_clk,dclk_1_max_clk,dclk_1_clk_locked,dclk_1_deep_sleep,dclk_2_clk,dclk_2_min_clk,dclk_2_max_clk,dclk_2_clk_locked,dclk_2_deep_sleep,dclk_3_clk,dclk_3_min_clk,dclk_3_max_clk,dclk_3_clk_locked,dclk_3_deep_sleep,edge,hotspot,mem,width,speed,bandwidth,replay_count,l0_to_recovery_count,replay_roll_over_count,nak_sent_count,nak_received_count,current_bandwidth_sent,current_bandwidth_received,max_packet_size,total_correctable_count,total_uncorrectable_count,total_deferred_count,cache_correctable_count,cache_uncorrectable_count,UMC_correctable_count,UMC_uncorrectable_count,UMC_deferred_count,SDMA_correctable_count,SDMA_uncorrectable_count,SDMA_deferred_count,GFX_correctable_count,GFX_uncorrectable_count,GFX_deferred_count,MMHUB_correctable_count,MMHUB_uncorrectable_count,MMHUB_deferred_count,PCIE_BIF_correctable_count,PCIE_BIF_uncorrectable_count,PCIE_BIF_deferred_count,HDP_correctable_count,HDP_uncorrectable_count,HDP_deferred_count,XGMI_WAFL_correctable_count,XGMI_WAFL_uncorrectable_count,XGMI_WAFL_deferred_count,max,rpm,usage,point_0_frequency,point_0_voltage,point_1_frequency,point_1_voltage,point_2_frequency,point_2_voltage,overdrive,perf_level,xgmi_err,total_energy_consumption,total_vram,used_vram,free_vram,total_visible_vram,used_visible_vram,free_visible_vram,total_gtt,used_gtt,free_gtt
0,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",133,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,36,30,16,N/A,192,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12119300.381,196592,283,196309,196592,283,196309,1031932,20,1031912
1,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",139,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,35,29,16,N/A,157,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12648636.191,196592,283,196309,196592,283,196309,1031932,20,1031912
2,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",133,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,32,29,16,N/A,106,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12142639.892,196592,283,196309,196592,283,196309,1031932,20,1031912
3,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",132,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,36,28,16,N/A,192,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12086086.983,196592,283,196309,196592,283,196309,1031932,20,1031912
4,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",136,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,133,500,2100,DISABLED,ENABLED,134,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,36,29,16,N/A,145,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12403534.5,196592,283,196309,196592,283,196309,1031932,20,1031912
5,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",132,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,35,29,16,N/A,107,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12011883.234,196592,283,196309,196592,283,196309,1031932,20,1031912
6,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",132,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,131,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,36,29,16,N/A,94,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,11987029.516,196592,283,196309,196592,283,196309,1031932,20,1031912
7,0,0,N/A,"[0, 0, 0, 0]","[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]",134,N/A,N/A,N/A,ENABLED,UNTHROTTLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,132,500,2100,DISABLED,ENABLED,900,900,1300,N/A,DISABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,29,914,1333,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,22,711,1143,N/A,ENABLED,N/A,37,31,16,N/A,90,0,1,0,0,0,N/A,N/A,N/A,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,AMDSMI_DEV_PERF_LEVEL_AUTO,N/A,12193331.537,196592,283,196309,196592,283,196309,1031932,20,1031912
2 changes: 2 additions & 0 deletions src/VirtualClient/VirtualClient.Monitors.UnitTests/Examples/amd-smi/metric.csv
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@@ -0,0 +1,2 @@
gpu,gfx_usage,mem_usage,mm_usage_list,fb_total,fb_used,gfx_cur_clk,mem_cur_clk,mm1_cur_clk,mm2_cur_clk
0,98,1,[0, 0],14928,363,N/A,N/A,N/A,N/A
Binary file removed src/VirtualClient/VirtualClient.Monitors.UnitTests/Examples/amd-smi/result.txt
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