srkreddy1238 opened a new pull request, #17512:
URL: https://github.com/apache/tvm/pull/17512

   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


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