Add -yuv420 option to tools/benchmark.lua
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@ -39,6 +39,7 @@ cmd:option("-tta_level", 8, 'tta level')
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cmd:option("-crop_size", 128, 'patch size per process')
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cmd:option("-batch_size", 1, 'batch_size')
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cmd:option("-force_cudnn", 0, 'use cuDNN backend')
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cmd:option("-yuv420", 0, 'use yuv420 jpeg')
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local function to_bool(settings, name)
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if settings[name] == 1 then
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@ -54,6 +55,7 @@ if cudnn then
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cudnn.benchmark = true
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end
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to_bool(opt, "force_cudnn")
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to_bool(opt, "yuv420")
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to_bool(opt, "save_all")
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to_bool(opt, "tta")
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if opt.save_all then
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@ -115,7 +117,11 @@ local function transform_jpeg(x, opt)
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for i = 1, opt.jpeg_times do
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jpeg = gm.Image(x, "RGB", "DHW")
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jpeg:format("jpeg")
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jpeg:samplingFactors({1.0, 1.0, 1.0})
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if opt.yuv420 then
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jpeg:samplingFactors({2.0, 1.0, 1.0})
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else
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jpeg:samplingFactors({1.0, 1.0, 1.0})
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end
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blob, len = jpeg:toBlob(opt.jpeg_quality - (i - 1) * opt.jpeg_quality_down)
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jpeg:fromBlob(blob, len)
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x = jpeg:toTensor("byte", "RGB", "DHW")
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@ -143,7 +149,11 @@ local function transform_scale_jpeg(x, opt)
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for i = 1, opt.jpeg_times do
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jpeg = gm.Image(x, "RGB", "DHW")
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jpeg:format("jpeg")
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jpeg:samplingFactors({1.0, 1.0, 1.0})
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if opt.yuv420 then
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jpeg:samplingFactors({2.0, 1.0, 1.0})
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else
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jpeg:samplingFactors({1.0, 1.0, 1.0})
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end
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blob, len = jpeg:toBlob(opt.jpeg_quality - (i - 1) * opt.jpeg_quality_down)
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jpeg:fromBlob(blob, len)
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x = jpeg:toTensor("byte", "RGB", "DHW")
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