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We will make use of the MLCommons infrastructure to run some of the tests from MLPerf Inference r1.1.

Usable benchmarks

These benchmarks have all been run on recent versions of TensorFlow

resnet50 COPYresnet50

ssdCOPYssd-resnet34

ssdCOPYssd-mobilenet

Unusable benchmarks

These benchmarks have problems that prevent their use on recent versions of TensorFlow, or even, in one case, on any version.

dlrm COPYdlrm

3dCOPY3d-unet

bert COPYbert