Learn how Deci and Intel hit 11.8x acceleration at MLPerf

Table 1: Our results for latency and throughput scenarios. Three hardware types were tested. ResNet-50 vanilla is ResNet-50 compiled with OpenVINO to 32-bit. The “ResNet-50 OpenVINO 8-bit” columns show the same hardware with compilation to 8-bit, and the columns labeled “Deci” show the custom model after AutoNAC with 8-bit compilation.
Figure 1: Comparison of throughput per-core [6] among submissions. On the x-axis the submissions from other companies, and the Intel Cascade Lake Core submission. The y-axis displays the throughput per core of the submission. The green bars are unverified results [3], the yellow and azure are Closed division submissions [5] and the blue is our Open division submission [4].

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