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From sun...@apache.org
Subject [1/3] hadoop git commit: YARN-6620. Add support in NodeManager to isolate GPU devices by using CGroups. Contributed by Wangda Tan.
Date Wed, 11 Oct 2017 18:16:10 GMT
Repository: hadoop
Updated Branches:
  refs/heads/trunk 3de574413 -> fa5cfc68f


http://git-wip-us.apache.org/repos/asf/hadoop/blob/fa5cfc68/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/webapp/dao/gpu/TestGpuDeviceInformationParser.java
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/webapp/dao/gpu/TestGpuDeviceInformationParser.java
b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/webapp/dao/gpu/TestGpuDeviceInformationParser.java
new file mode 100644
index 0000000..e22597d
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/webapp/dao/gpu/TestGpuDeviceInformationParser.java
@@ -0,0 +1,50 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hadoop.yarn.server.nodemanager.webapp.dao.gpu;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.yarn.exceptions.YarnException;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.io.File;
+import java.io.IOException;
+
+public class TestGpuDeviceInformationParser {
+  @Test
+  public void testParse() throws IOException, YarnException {
+    File f = new File("src/test/resources/nvidia-smi-sample-xml-output");
+    String s = FileUtils.readFileToString(f, "UTF-8");
+
+    GpuDeviceInformationParser parser = new GpuDeviceInformationParser();
+
+    GpuDeviceInformation info = parser.parseXml(s);
+    Assert.assertEquals("375.66", info.getDriverVersion());
+    Assert.assertEquals(2, info.getGpus().size());
+    PerGpuDeviceInformation gpu1 = info.getGpus().get(1);
+    Assert.assertEquals("Tesla P100-PCIE-12GB", gpu1.getProductName());
+    Assert.assertEquals(16384, gpu1.getGpuMemoryUsage().getTotalMemoryMiB());
+    Assert.assertEquals(10.3f,
+        gpu1.getGpuUtilizations().getOverallGpuUtilization(), 1e-6);
+    Assert.assertEquals(34f, gpu1.getTemperature().getCurrentGpuTemp(), 1e-6);
+    Assert.assertEquals(85f, gpu1.getTemperature().getMaxGpuTemp(), 1e-6);
+    Assert.assertEquals(82f, gpu1.getTemperature().getSlowThresholdGpuTemp(),
+        1e-6);
+  }
+}

http://git-wip-us.apache.org/repos/asf/hadoop/blob/fa5cfc68/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/resources/nvidia-smi-sample-xml-output
----------------------------------------------------------------------
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/resources/nvidia-smi-sample-xml-output
b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/resources/nvidia-smi-sample-xml-output
new file mode 100644
index 0000000..5ccb722
--- /dev/null
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/resources/nvidia-smi-sample-xml-output
@@ -0,0 +1,547 @@
+<?xml version="1.0" ?>
+<!DOCTYPE nvidia_smi_log SYSTEM "nvsmi_device_v8.dtd">
+
+<!--
+   Licensed to the Apache Software Foundation (ASF) under one or more
+   contributor license agreements.  See the NOTICE file distributed with
+   this work for additional information regarding copyright ownership.
+   The ASF licenses this file to You under the Apache License, Version 2.0
+   (the "License"); you may not use this file except in compliance with
+   the License.  You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+-->
+
+<nvidia_smi_log>
+	<timestamp>Wed Sep  6 21:52:51 2017</timestamp>
+	<driver_version>375.66</driver_version>
+	<attached_gpus>2</attached_gpus>
+	<gpu id="0000:04:00.0">
+		<product_name>Tesla P100-PCIE-12GB</product_name>
+		<product_brand>Tesla</product_brand>
+		<display_mode>Disabled</display_mode>
+		<display_active>Disabled</display_active>
+		<persistence_mode>Disabled</persistence_mode>
+		<accounting_mode>Disabled</accounting_mode>
+		<accounting_mode_buffer_size>1920</accounting_mode_buffer_size>
+		<driver_model>
+			<current_dm>N/A</current_dm>
+			<pending_dm>N/A</pending_dm>
+		</driver_model>
+		<serial>0320717030197</serial>
+		<uuid>GPU-28604e81-21ec-cc48-6759-bf2648b22e16</uuid>
+		<minor_number>0</minor_number>
+		<vbios_version>86.00.3A.00.02</vbios_version>
+		<multigpu_board>No</multigpu_board>
+		<board_id>0x400</board_id>
+		<gpu_part_number>900-2H400-0110-030</gpu_part_number>
+		<inforom_version>
+			<img_version>H400.0202.00.01</img_version>
+			<oem_object>1.1</oem_object>
+			<ecc_object>4.1</ecc_object>
+			<pwr_object>N/A</pwr_object>
+		</inforom_version>
+		<gpu_operation_mode>
+			<current_gom>N/A</current_gom>
+			<pending_gom>N/A</pending_gom>
+		</gpu_operation_mode>
+		<gpu_virtualization_mode>
+			<virtualization_mode>None</virtualization_mode>
+		</gpu_virtualization_mode>
+		<pci>
+			<pci_bus>04</pci_bus>
+			<pci_device>00</pci_device>
+			<pci_domain>0000</pci_domain>
+			<pci_device_id>15F710DE</pci_device_id>
+			<pci_bus_id>0000:04:00.0</pci_bus_id>
+			<pci_sub_system_id>11DA10DE</pci_sub_system_id>
+			<pci_gpu_link_info>
+				<pcie_gen>
+					<max_link_gen>3</max_link_gen>
+					<current_link_gen>3</current_link_gen>
+				</pcie_gen>
+				<link_widths>
+					<max_link_width>16x</max_link_width>
+					<current_link_width>16x</current_link_width>
+				</link_widths>
+			</pci_gpu_link_info>
+			<pci_bridge_chip>
+				<bridge_chip_type>N/A</bridge_chip_type>
+				<bridge_chip_fw>N/A</bridge_chip_fw>
+			</pci_bridge_chip>
+			<replay_counter>0</replay_counter>
+			<tx_util>0 KB/s</tx_util>
+			<rx_util>0 KB/s</rx_util>
+		</pci>
+		<fan_speed>N/A</fan_speed>
+		<performance_state>P0</performance_state>
+		<clocks_throttle_reasons>
+			<clocks_throttle_reason_gpu_idle>Active</clocks_throttle_reason_gpu_idle>
+			<clocks_throttle_reason_applications_clocks_setting>Not Active</clocks_throttle_reason_applications_clocks_setting>
+			<clocks_throttle_reason_sw_power_cap>Not Active</clocks_throttle_reason_sw_power_cap>
+			<clocks_throttle_reason_hw_slowdown>Not Active</clocks_throttle_reason_hw_slowdown>
+			<clocks_throttle_reason_sync_boost>Not Active</clocks_throttle_reason_sync_boost>
+			<clocks_throttle_reason_unknown>Not Active</clocks_throttle_reason_unknown>
+		</clocks_throttle_reasons>
+		<fb_memory_usage>
+			<total>12193 MiB</total>
+			<used>0 MiB</used>
+			<free>12193 MiB</free>
+		</fb_memory_usage>
+		<bar1_memory_usage>
+			<total>16384 MiB</total>
+			<used>2 MiB</used>
+			<free>16382 MiB</free>
+		</bar1_memory_usage>
+		<compute_mode>Default</compute_mode>
+		<utilization>
+			<gpu_util>0 %</gpu_util>
+			<memory_util>0 %</memory_util>
+			<encoder_util>0 %</encoder_util>
+			<decoder_util>0 %</decoder_util>
+		</utilization>
+		<encoder_stats>
+			<session_count>0</session_count>
+			<average_fps>0</average_fps>
+			<average_latency>0 ms</average_latency>
+		</encoder_stats>
+		<ecc_mode>
+			<current_ecc>Enabled</current_ecc>
+			<pending_ecc>Enabled</pending_ecc>
+		</ecc_mode>
+		<ecc_errors>
+			<volatile>
+				<single_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</single_bit>
+				<double_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</double_bit>
+			</volatile>
+			<aggregate>
+				<single_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</single_bit>
+				<double_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</double_bit>
+			</aggregate>
+		</ecc_errors>
+		<retired_pages>
+			<multiple_single_bit_retirement>
+				<retired_count>0</retired_count>
+				<retired_page_addresses>
+				</retired_page_addresses>
+			</multiple_single_bit_retirement>
+			<double_bit_retirement>
+				<retired_count>0</retired_count>
+				<retired_page_addresses>
+				</retired_page_addresses>
+			</double_bit_retirement>
+			<pending_retirement>No</pending_retirement>
+		</retired_pages>
+		<temperature>
+			<gpu_temp>31 C</gpu_temp>
+			<gpu_temp_max_threshold>85 C</gpu_temp_max_threshold>
+			<gpu_temp_slow_threshold>82 C</gpu_temp_slow_threshold>
+		</temperature>
+		<power_readings>
+			<power_state>P0</power_state>
+			<power_management>Supported</power_management>
+			<power_draw>24.84 W</power_draw>
+			<power_limit>250.00 W</power_limit>
+			<default_power_limit>250.00 W</default_power_limit>
+			<enforced_power_limit>250.00 W</enforced_power_limit>
+			<min_power_limit>125.00 W</min_power_limit>
+			<max_power_limit>250.00 W</max_power_limit>
+		</power_readings>
+		<clocks>
+			<graphics_clock>405 MHz</graphics_clock>
+			<sm_clock>405 MHz</sm_clock>
+			<mem_clock>715 MHz</mem_clock>
+			<video_clock>835 MHz</video_clock>
+		</clocks>
+		<applications_clocks>
+			<graphics_clock>1189 MHz</graphics_clock>
+			<mem_clock>715 MHz</mem_clock>
+		</applications_clocks>
+		<default_applications_clocks>
+			<graphics_clock>1189 MHz</graphics_clock>
+			<mem_clock>715 MHz</mem_clock>
+		</default_applications_clocks>
+		<max_clocks>
+			<graphics_clock>1328 MHz</graphics_clock>
+			<sm_clock>1328 MHz</sm_clock>
+			<mem_clock>715 MHz</mem_clock>
+			<video_clock>1328 MHz</video_clock>
+		</max_clocks>
+		<clock_policy>
+			<auto_boost>N/A</auto_boost>
+			<auto_boost_default>N/A</auto_boost_default>
+		</clock_policy>
+		<supported_clocks>
+			<supported_mem_clock>
+				<value>715 MHz</value>
+				<supported_graphics_clock>1328 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1316 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1303 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1290 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1278 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1265 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1252 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1240 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1227 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1215 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1202 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1189 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1177 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1164 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1151 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1139 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1126 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1113 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1101 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1088 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1075 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1063 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1050 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1037 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1025 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1012 MHz</supported_graphics_clock>
+				<supported_graphics_clock>999 MHz</supported_graphics_clock>
+				<supported_graphics_clock>987 MHz</supported_graphics_clock>
+				<supported_graphics_clock>974 MHz</supported_graphics_clock>
+				<supported_graphics_clock>961 MHz</supported_graphics_clock>
+				<supported_graphics_clock>949 MHz</supported_graphics_clock>
+				<supported_graphics_clock>936 MHz</supported_graphics_clock>
+				<supported_graphics_clock>923 MHz</supported_graphics_clock>
+				<supported_graphics_clock>911 MHz</supported_graphics_clock>
+				<supported_graphics_clock>898 MHz</supported_graphics_clock>
+				<supported_graphics_clock>885 MHz</supported_graphics_clock>
+				<supported_graphics_clock>873 MHz</supported_graphics_clock>
+				<supported_graphics_clock>860 MHz</supported_graphics_clock>
+				<supported_graphics_clock>847 MHz</supported_graphics_clock>
+				<supported_graphics_clock>835 MHz</supported_graphics_clock>
+				<supported_graphics_clock>822 MHz</supported_graphics_clock>
+				<supported_graphics_clock>810 MHz</supported_graphics_clock>
+				<supported_graphics_clock>797 MHz</supported_graphics_clock>
+				<supported_graphics_clock>784 MHz</supported_graphics_clock>
+				<supported_graphics_clock>772 MHz</supported_graphics_clock>
+				<supported_graphics_clock>759 MHz</supported_graphics_clock>
+				<supported_graphics_clock>746 MHz</supported_graphics_clock>
+				<supported_graphics_clock>734 MHz</supported_graphics_clock>
+				<supported_graphics_clock>721 MHz</supported_graphics_clock>
+				<supported_graphics_clock>708 MHz</supported_graphics_clock>
+				<supported_graphics_clock>696 MHz</supported_graphics_clock>
+				<supported_graphics_clock>683 MHz</supported_graphics_clock>
+				<supported_graphics_clock>670 MHz</supported_graphics_clock>
+				<supported_graphics_clock>658 MHz</supported_graphics_clock>
+				<supported_graphics_clock>645 MHz</supported_graphics_clock>
+				<supported_graphics_clock>632 MHz</supported_graphics_clock>
+				<supported_graphics_clock>620 MHz</supported_graphics_clock>
+				<supported_graphics_clock>607 MHz</supported_graphics_clock>
+				<supported_graphics_clock>594 MHz</supported_graphics_clock>
+				<supported_graphics_clock>582 MHz</supported_graphics_clock>
+				<supported_graphics_clock>569 MHz</supported_graphics_clock>
+				<supported_graphics_clock>556 MHz</supported_graphics_clock>
+				<supported_graphics_clock>544 MHz</supported_graphics_clock>
+			</supported_mem_clock>
+		</supported_clocks>
+		<processes>
+		</processes>
+		<accounted_processes>
+		</accounted_processes>
+	</gpu>
+
+	<gpu id="0000:82:00.0">
+		<product_name>Tesla P100-PCIE-12GB</product_name>
+		<product_brand>Tesla</product_brand>
+		<display_mode>Disabled</display_mode>
+		<display_active>Disabled</display_active>
+		<persistence_mode>Disabled</persistence_mode>
+		<accounting_mode>Disabled</accounting_mode>
+		<accounting_mode_buffer_size>1920</accounting_mode_buffer_size>
+		<driver_model>
+			<current_dm>N/A</current_dm>
+			<pending_dm>N/A</pending_dm>
+		</driver_model>
+		<serial>0320717031755</serial>
+		<uuid>GPU-46915a82-3fd2-8e11-ae26-a80b607c04f3</uuid>
+		<minor_number>1</minor_number>
+		<vbios_version>86.00.3A.00.02</vbios_version>
+		<multigpu_board>No</multigpu_board>
+		<board_id>0x8200</board_id>
+		<gpu_part_number>900-2H400-0110-030</gpu_part_number>
+		<inforom_version>
+			<img_version>H400.0202.00.01</img_version>
+			<oem_object>1.1</oem_object>
+			<ecc_object>4.1</ecc_object>
+			<pwr_object>N/A</pwr_object>
+		</inforom_version>
+		<gpu_operation_mode>
+			<current_gom>N/A</current_gom>
+			<pending_gom>N/A</pending_gom>
+		</gpu_operation_mode>
+		<gpu_virtualization_mode>
+			<virtualization_mode>None</virtualization_mode>
+		</gpu_virtualization_mode>
+		<pci>
+			<pci_bus>82</pci_bus>
+			<pci_device>00</pci_device>
+			<pci_domain>0000</pci_domain>
+			<pci_device_id>15F710DE</pci_device_id>
+			<pci_bus_id>0000:82:00.0</pci_bus_id>
+			<pci_sub_system_id>11DA10DE</pci_sub_system_id>
+			<pci_gpu_link_info>
+				<pcie_gen>
+					<max_link_gen>3</max_link_gen>
+					<current_link_gen>3</current_link_gen>
+				</pcie_gen>
+				<link_widths>
+					<max_link_width>16x</max_link_width>
+					<current_link_width>16x</current_link_width>
+				</link_widths>
+			</pci_gpu_link_info>
+			<pci_bridge_chip>
+				<bridge_chip_type>N/A</bridge_chip_type>
+				<bridge_chip_fw>N/A</bridge_chip_fw>
+			</pci_bridge_chip>
+			<replay_counter>0</replay_counter>
+			<tx_util>0 KB/s</tx_util>
+			<rx_util>0 KB/s</rx_util>
+		</pci>
+		<fan_speed>N/A</fan_speed>
+		<performance_state>P0</performance_state>
+		<clocks_throttle_reasons>
+			<clocks_throttle_reason_gpu_idle>Active</clocks_throttle_reason_gpu_idle>
+			<clocks_throttle_reason_applications_clocks_setting>Not Active</clocks_throttle_reason_applications_clocks_setting>
+			<clocks_throttle_reason_sw_power_cap>Not Active</clocks_throttle_reason_sw_power_cap>
+			<clocks_throttle_reason_hw_slowdown>Not Active</clocks_throttle_reason_hw_slowdown>
+			<clocks_throttle_reason_sync_boost>Not Active</clocks_throttle_reason_sync_boost>
+			<clocks_throttle_reason_unknown>Not Active</clocks_throttle_reason_unknown>
+		</clocks_throttle_reasons>
+		<fb_memory_usage>
+			<total>12193 MiB</total>
+			<used>0 MiB</used>
+			<free>12193 MiB</free>
+		</fb_memory_usage>
+		<bar1_memory_usage>
+			<total>16384 MiB</total>
+			<used>2 MiB</used>
+			<free>16382 MiB</free>
+		</bar1_memory_usage>
+		<compute_mode>Default</compute_mode>
+		<utilization>
+			<gpu_util>10.3 %</gpu_util>
+			<memory_util>0 %</memory_util>
+			<encoder_util>0 %</encoder_util>
+			<decoder_util>0 %</decoder_util>
+		</utilization>
+		<encoder_stats>
+			<session_count>0</session_count>
+			<average_fps>0</average_fps>
+			<average_latency>0 ms</average_latency>
+		</encoder_stats>
+		<ecc_mode>
+			<current_ecc>Enabled</current_ecc>
+			<pending_ecc>Enabled</pending_ecc>
+		</ecc_mode>
+		<ecc_errors>
+			<volatile>
+				<single_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</single_bit>
+				<double_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</double_bit>
+			</volatile>
+			<aggregate>
+				<single_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</single_bit>
+				<double_bit>
+					<device_memory>0</device_memory>
+					<register_file>0</register_file>
+					<l1_cache>N/A</l1_cache>
+					<l2_cache>0</l2_cache>
+					<texture_memory>0</texture_memory>
+					<texture_shm>0</texture_shm>
+					<total>0</total>
+				</double_bit>
+			</aggregate>
+		</ecc_errors>
+		<retired_pages>
+			<multiple_single_bit_retirement>
+				<retired_count>0</retired_count>
+				<retired_page_addresses>
+				</retired_page_addresses>
+			</multiple_single_bit_retirement>
+			<double_bit_retirement>
+				<retired_count>0</retired_count>
+				<retired_page_addresses>
+				</retired_page_addresses>
+			</double_bit_retirement>
+			<pending_retirement>No</pending_retirement>
+		</retired_pages>
+		<temperature>
+			<gpu_temp>34 C</gpu_temp>
+			<gpu_temp_max_threshold>85 C</gpu_temp_max_threshold>
+			<gpu_temp_slow_threshold>82 C</gpu_temp_slow_threshold>
+		</temperature>
+		<power_readings>
+			<power_state>P0</power_state>
+			<power_management>Supported</power_management>
+			<power_draw>25.54 W</power_draw>
+			<power_limit>250.00 W</power_limit>
+			<default_power_limit>250.00 W</default_power_limit>
+			<enforced_power_limit>250.00 W</enforced_power_limit>
+			<min_power_limit>125.00 W</min_power_limit>
+			<max_power_limit>250.00 W</max_power_limit>
+		</power_readings>
+		<clocks>
+			<graphics_clock>405 MHz</graphics_clock>
+			<sm_clock>405 MHz</sm_clock>
+			<mem_clock>715 MHz</mem_clock>
+			<video_clock>835 MHz</video_clock>
+		</clocks>
+		<applications_clocks>
+			<graphics_clock>1189 MHz</graphics_clock>
+			<mem_clock>715 MHz</mem_clock>
+		</applications_clocks>
+		<default_applications_clocks>
+			<graphics_clock>1189 MHz</graphics_clock>
+			<mem_clock>715 MHz</mem_clock>
+		</default_applications_clocks>
+		<max_clocks>
+			<graphics_clock>1328 MHz</graphics_clock>
+			<sm_clock>1328 MHz</sm_clock>
+			<mem_clock>715 MHz</mem_clock>
+			<video_clock>1328 MHz</video_clock>
+		</max_clocks>
+		<clock_policy>
+			<auto_boost>N/A</auto_boost>
+			<auto_boost_default>N/A</auto_boost_default>
+		</clock_policy>
+		<supported_clocks>
+			<supported_mem_clock>
+				<value>715 MHz</value>
+				<supported_graphics_clock>1328 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1316 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1303 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1290 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1278 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1265 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1252 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1240 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1227 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1215 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1202 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1189 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1177 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1164 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1151 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1139 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1126 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1113 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1101 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1088 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1075 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1063 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1050 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1037 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1025 MHz</supported_graphics_clock>
+				<supported_graphics_clock>1012 MHz</supported_graphics_clock>
+				<supported_graphics_clock>999 MHz</supported_graphics_clock>
+				<supported_graphics_clock>987 MHz</supported_graphics_clock>
+				<supported_graphics_clock>974 MHz</supported_graphics_clock>
+				<supported_graphics_clock>961 MHz</supported_graphics_clock>
+				<supported_graphics_clock>949 MHz</supported_graphics_clock>
+				<supported_graphics_clock>936 MHz</supported_graphics_clock>
+				<supported_graphics_clock>923 MHz</supported_graphics_clock>
+				<supported_graphics_clock>911 MHz</supported_graphics_clock>
+				<supported_graphics_clock>898 MHz</supported_graphics_clock>
+				<supported_graphics_clock>885 MHz</supported_graphics_clock>
+				<supported_graphics_clock>873 MHz</supported_graphics_clock>
+				<supported_graphics_clock>860 MHz</supported_graphics_clock>
+				<supported_graphics_clock>847 MHz</supported_graphics_clock>
+				<supported_graphics_clock>835 MHz</supported_graphics_clock>
+				<supported_graphics_clock>822 MHz</supported_graphics_clock>
+				<supported_graphics_clock>810 MHz</supported_graphics_clock>
+				<supported_graphics_clock>797 MHz</supported_graphics_clock>
+				<supported_graphics_clock>784 MHz</supported_graphics_clock>
+				<supported_graphics_clock>772 MHz</supported_graphics_clock>
+				<supported_graphics_clock>759 MHz</supported_graphics_clock>
+				<supported_graphics_clock>746 MHz</supported_graphics_clock>
+				<supported_graphics_clock>734 MHz</supported_graphics_clock>
+				<supported_graphics_clock>721 MHz</supported_graphics_clock>
+				<supported_graphics_clock>708 MHz</supported_graphics_clock>
+				<supported_graphics_clock>696 MHz</supported_graphics_clock>
+				<supported_graphics_clock>683 MHz</supported_graphics_clock>
+				<supported_graphics_clock>670 MHz</supported_graphics_clock>
+				<supported_graphics_clock>658 MHz</supported_graphics_clock>
+				<supported_graphics_clock>645 MHz</supported_graphics_clock>
+				<supported_graphics_clock>632 MHz</supported_graphics_clock>
+				<supported_graphics_clock>620 MHz</supported_graphics_clock>
+				<supported_graphics_clock>607 MHz</supported_graphics_clock>
+				<supported_graphics_clock>594 MHz</supported_graphics_clock>
+				<supported_graphics_clock>582 MHz</supported_graphics_clock>
+				<supported_graphics_clock>569 MHz</supported_graphics_clock>
+				<supported_graphics_clock>556 MHz</supported_graphics_clock>
+				<supported_graphics_clock>544 MHz</supported_graphics_clock>
+			</supported_mem_clock>
+		</supported_clocks>
+		<processes>
+		</processes>
+		<accounted_processes>
+		</accounted_processes>
+	</gpu>
+
+</nvidia_smi_log>
\ No newline at end of file


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