[pull] main from mlc-ai:main #299
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This PR improves the performance of image preprocessing for vision model. Generally, image storage formats include NCHW and NHWC, with NCHW being more suitable for GPU-based computations. Additionally, performance is enhanced by binding the for loop to GPU hardware threads.
Added doc for quantization and calibration
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