Add count of won in benchmark
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@ -181,7 +181,8 @@ local function transform_scale_jpeg(x, opt)
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end
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local function benchmark(opt, x, model1, model2)
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local mse
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local mse1, mse2
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local won = {0, 0}
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local model1_mse = 0
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local model2_mse = 0
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local baseline_mse = 0
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@ -351,13 +352,19 @@ local function benchmark(opt, x, model1, model2)
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ground_truth = x[i].y
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model1_output = input
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end
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mse = MSE(ground_truth, model1_output, opt.color)
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model1_mse = model1_mse + mse
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model1_psnr = model1_psnr + MSE2PSNR(mse)
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mse1 = MSE(ground_truth, model1_output, opt.color)
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model1_mse = model1_mse + mse1
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model1_psnr = model1_psnr + MSE2PSNR(mse1)
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if model2 then
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mse = MSE(ground_truth, model2_output, opt.color)
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model2_mse = model2_mse + mse
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model2_psnr = model2_psnr + MSE2PSNR(mse)
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mse2 = MSE(ground_truth, model2_output, opt.color)
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model2_mse = model2_mse + mse2
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model2_psnr = model2_psnr + MSE2PSNR(mse2)
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if mse1 < mse2 then
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won[1] = won[1] + 1
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elseif mse1 > mse2 then
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won[2] = won[2] + 1
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end
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end
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if baseline_output then
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mse = MSE(ground_truth, baseline_output, opt.color)
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@ -382,23 +389,25 @@ local function benchmark(opt, x, model1, model2)
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if model2 then
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if baseline_output then
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io.stdout:write(
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string.format("%d/%d; model1_time=%.2f, model2_time=%.2f, baseline_rmse=%f, model1_rmse=%f, model2_rmse=%f, baseline_psnr=%f, model1_psnr=%f, model2_psnr=%f \r",
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string.format("%d/%d; model1_time=%.2f, model2_time=%.2f, baseline_rmse=%f, model1_rmse=%f, model2_rmse=%f, baseline_psnr=%f, model1_psnr=%f, model2_psnr=%f, model1_won=%d, model2_won=%d \r",
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i, #x,
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model1_time,
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model2_time,
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math.sqrt(baseline_mse / i),
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math.sqrt(model1_mse / i), math.sqrt(model2_mse / i),
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baseline_psnr / i,
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model1_psnr / i, model2_psnr / i
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model1_psnr / i, model2_psnr / i,
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won[1], won[2]
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))
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else
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io.stdout:write(
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string.format("%d/%d; model1_time=%.2f, model2_time=%.2f, model1_rmse=%f, model2_rmse=%f, model1_psnr=%f, model2_psnr=%f \r",
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string.format("%d/%d; model1_time=%.2f, model2_time=%.2f, model1_rmse=%f, model2_rmse=%f, model1_psnr=%f, model2_psnr=%f, model1_own=%d, model2_won=%d \r",
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i, #x,
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model1_time,
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model2_time,
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math.sqrt(model1_mse / i), math.sqrt(model2_mse / i),
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model1_psnr / i, model2_psnr / i
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model1_psnr / i, model2_psnr / i,
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won[1], won[2]
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))
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end
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else
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