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| 1 | +<?xml version="1.0"?> |
| 2 | +<!--Phoronix Test Suite v10.8.4--> |
| 3 | +<PhoronixTestSuite> |
| 4 | + <TestInformation> |
| 5 | + <Title>TensorFlow</Title> |
| 6 | + <AppVersion>2.10</AppVersion> |
| 7 | + <Description>This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries too.</Description> |
| 8 | + <ResultScale>images/sec</ResultScale> |
| 9 | + <Proportion>HIB</Proportion> |
| 10 | + <TimesToRun>3</TimesToRun> |
| 11 | + </TestInformation> |
| 12 | + <TestProfile> |
| 13 | + <Version>2.0.0</Version> |
| 14 | + <SupportedPlatforms>Linux</SupportedPlatforms> |
| 15 | + <SoftwareType>Benchmark</SoftwareType> |
| 16 | + <TestType>System</TestType> |
| 17 | + <License>Free</License> |
| 18 | + <Status>Verified</Status> |
| 19 | + <ExternalDependencies>python</ExternalDependencies> |
| 20 | + <EnvironmentSize>1300</EnvironmentSize> |
| 21 | + <ProjectURL>https://www.tensorflow.org/</ProjectURL> |
| 22 | + <RepositoryURL>https://github.com/tensorflow/tensorflow</RepositoryURL> |
| 23 | + <InternalTags>SMP</InternalTags> |
| 24 | + <Maintainer>Michael Larabel</Maintainer> |
| 25 | + <SystemDependencies>pip3</SystemDependencies> |
| 26 | + </TestProfile> |
| 27 | + <TestSettings> |
| 28 | + <Default> |
| 29 | + <Arguments>--data_format=NHWC </Arguments> |
| 30 | + </Default> |
| 31 | + <Option> |
| 32 | + <DisplayName>Device</DisplayName> |
| 33 | + <Identifier>device</Identifier> |
| 34 | + <ArgumentPrefix>--device </ArgumentPrefix> |
| 35 | + <Menu> |
| 36 | + <Entry> |
| 37 | + <Name>CPU</Name> |
| 38 | + <Value>cpu</Value> |
| 39 | + </Entry> |
| 40 | + </Menu> |
| 41 | + </Option> |
| 42 | + <Option> |
| 43 | + <DisplayName>Batch Size</DisplayName> |
| 44 | + <Identifier>batch-size</Identifier> |
| 45 | + <ArgumentPrefix>--batch_size=</ArgumentPrefix> |
| 46 | + <Menu> |
| 47 | + <Entry> |
| 48 | + <Name>16</Name> |
| 49 | + <Value>16</Value> |
| 50 | + </Entry> |
| 51 | + <Entry> |
| 52 | + <Name>32</Name> |
| 53 | + <Value>32</Value> |
| 54 | + </Entry> |
| 55 | + <Entry> |
| 56 | + <Name>64</Name> |
| 57 | + <Value>64</Value> |
| 58 | + </Entry> |
| 59 | + <Entry> |
| 60 | + <Name>256</Name> |
| 61 | + <Value>256</Value> |
| 62 | + </Entry> |
| 63 | + <Entry> |
| 64 | + <Name>512</Name> |
| 65 | + <Value>512</Value> |
| 66 | + </Entry> |
| 67 | + </Menu> |
| 68 | + </Option> |
| 69 | + <Option> |
| 70 | + <DisplayName>Model</DisplayName> |
| 71 | + <Identifier>Model</Identifier> |
| 72 | + <ArgumentPrefix>--model=</ArgumentPrefix> |
| 73 | + <Menu> |
| 74 | + <Entry> |
| 75 | + <Name>VGG-16</Name> |
| 76 | + <Value>vgg16</Value> |
| 77 | + </Entry> |
| 78 | + <Entry> |
| 79 | + <Name>ResNet-50</Name> |
| 80 | + <Value>resnet50</Value> |
| 81 | + </Entry> |
| 82 | + <Entry> |
| 83 | + <Name>AlexNet</Name> |
| 84 | + <Value>alexnet</Value> |
| 85 | + </Entry> |
| 86 | + <Entry> |
| 87 | + <Name>GoogLeNet</Name> |
| 88 | + <Value>googlenet</Value> |
| 89 | + </Entry> |
| 90 | + </Menu> |
| 91 | + </Option> |
| 92 | + </TestSettings> |
| 93 | +</PhoronixTestSuite> |
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