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feat(linux): Add AM62D benchmarks to performance table
Add benchmarking results for AM62D SoC in Table 3.2, including both CPU-only and XNNPACK delegate performance measurements using the ssd_mobilenet_v2_coco.tflite model. 62D benchmarking results: https://gist.github.com/PrathamTI/2c3b2d9dad8b3083db67d04845c41adb Signed-off-by: Pratham Deshmukh <p-deshmukh@ti.com>
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source/linux/Foundational_Components/Machine_Learning/tflite.rst

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@@ -169,6 +169,8 @@ The following performance numbers are captured with :command:`benchmark_model` o
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"", "XNNPACK", "0.740743", "885.636", "150.484"
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"AM62L", "CPU only", "1.3708", "807.076", "111.152"
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"", "XNNPACK", "0.930577", "769.145", "150.496"
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"AM62D", "CPU only", "1.10024", "127.263", "108.918"
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"", "XNNPACK", "0.264193", "532.539", "151.066"
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Based on the above data, using the XNNPACK delegate significantly improves inference times across all SoCs, though it generally increases initialization time and overall memory footprint.
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