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30 CheXNet Inference with Nvidia T4 on Dell EMC PowerEdge R7425 | Document ID
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5.1 CheXNet Inference - Native TensorFlow FP32fp32 with CPU Only
Benchmarks ran with batch sizes 1-32 using native TensorFlow FP32fp32 with CPU-Only
(AMD EPYC 7551 32-Core Processor). Tests conducted using the docker image
TensorFlow:1.10.0-py3
Figure 10: CheXNet Inference - Native TensorFlow FP32 with CPU-Only. AMD EPYC 7551 32-Core
Command line to execute the benchmark:
python3 tensorrt_chest.py
--savedmodel_dir=/home/dell/chest-x-ray/chexnet_saved_model/1541777429/ \
--image_file=image.jpg \
--native \
--output_dir=/home/dell/chest-x-ray/output_tensorrt_chest_only_cpu/ \
--batch_size=1
Docker image for TensorFlow-CPU Only: tensorflow/tensorflow:1.10.0-py3