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Haq__Faizul
Beginner
78 Views

Layerwise profiling of MASK-RCNN(And other networks) on Openvino (CPU)

Is there any tool like Vtunes for openvino which can give a detailed layerwise analysis of resource consumption by the network?

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2 Replies
78 Views

Hi Faizul,

Tools: Beyond inference performance that samples report (see Latency vs. Throughput), you can get further device- and kernel-level timing with the Inference Engine performance counters and Intel® VTune™.

Almost every sample (inspect command-line options for a specific sample with -h) supports a -pc command that outputs internal execution breakdown. Refer to the samples code for the actual Inference Engine API behind that.

Try the Benchmark App sample and play with the number of infer requests running in parallel.

Haq__Faizul
Beginner
78 Views

Thanks!

-pc did the job.

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