[COLLAGE][BYOC][ADRENO] Integrate byoc preprocess in collage and benchmark #17512
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Integrate implicit call of BYOC preprocessing module into collage tunning module and enable benchmark script for adreno targets. Benchmark results: **Networks | OpenCL texture | OpenCLML | Collage** resnet-18-float32 | 0.010584622 | 0.00720695 | 0.007289728 resnet-18-float16 | 0.007052029 | 0.0045642 | 0.004857585 resnet-34-float32 | 0.016259185 | 0.01242092 | 0.013071063 resnet-34-float16 | 0.011350326 | 0.0073473 | 0.00796802 resnet-50-float32 | 0.019188419 | 0.02085548 | 0.018910226 resnet-50-float16 | 0.01338978 | 0.01199576 | 0.011089206 densenet-121-float32 | 0.025430062 | 0.01798478 | 0.013212844 densenet-121-float16 | 0.012384599 | 0.01101491 | 0.008722716 inception_v3-float32 | 0.040408253 | 0.02229727 | 0.022636675 inception_v3-float16 | 0.029910533 | 0.01368941 | 0.014519823 mobilenet-float32 | 0.004093148 | 0.00367917 | 0.003189258 mobilenet-float16 | 0.00280268 | 0.00244494 | 0.002101514 </body> </html> Co-authored-by: krishnaraj36 <quic_kvegiraj@quicinc.com>
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Integrate implicit call of BYOC preprocessing module into collage tunning module and enable benchmark script for adreno targets.
Benchmark results:
Networks | OpenCL texture | OpenCLML | Collage
resnet-18-float32 | 0.010584622 | 0.00720695 | 0.007289728
resnet-18-float16 | 0.007052029 | 0.0045642 | 0.004857585
resnet-34-float32 | 0.016259185 | 0.01242092 | 0.013071063
resnet-34-float16 | 0.011350326 | 0.0073473 | 0.00796802
resnet-50-float32 | 0.019188419 | 0.02085548 | 0.018910226
resnet-50-float16 | 0.01338978 | 0.01199576 | 0.011089206
densenet-121-float32 | 0.025430062 | 0.01798478 | 0.013212844
densenet-121-float16 | 0.012384599 | 0.01101491 | 0.008722716
inception_v3-float32 | 0.040408253 | 0.02229727 | 0.022636675
inception_v3-float16 | 0.029910533 | 0.01368941 | 0.014519823
mobilenet-float32 | 0.004093148 | 0.00367917 | 0.003189258
mobilenet-float16 | 0.00280268 | 0.00244494 | 0.002101514