From fe3110aaedce992d172db0ee06f8e4ca97381a9b Mon Sep 17 00:00:00 2001 From: Adrian Charkiewicz Date: Tue, 3 May 2022 22:47:51 +0200 Subject: [PATCH] added evaluation --- .idea/.name | 1 + evaluation.py | 21 ++ pytorch/result.txt | 598 ++++++++++++++++++++++----------------------- result.txt | 299 +++++++++++++++++++++++ 4 files changed, 620 insertions(+), 299 deletions(-) create mode 100644 .idea/.name create mode 100644 evaluation.py create mode 100644 result.txt diff --git a/.idea/.name b/.idea/.name new file mode 100644 index 0000000..888f517 --- /dev/null +++ b/.idea/.name @@ -0,0 +1 @@ +evaluation.py \ No newline at end of file diff --git a/evaluation.py b/evaluation.py new file mode 100644 index 0000000..75101a5 --- /dev/null +++ b/evaluation.py @@ -0,0 +1,21 @@ +import pandas as pd +import re +from sklearn import metrics +import numpy as np + +f = open("result.txt", "r") + +list_result, list_predicted=[],[] +for x in f: + data = x.split(' ') + result = re.findall(r'\d+', data[1]) + predicted = re.findall(r'\d+', data[5]) + + result=int(result[0]) + predicted=float('.'.join(predicted)) + + list_result.append(result) + list_predicted.append(predicted) +print("MAE: ", metrics.mean_absolute_error(list_result, list_predicted)) +print("MSE: ",metrics.mean_squared_error(list_result, list_predicted)) +print("RMSE: ",np.sqrt(metrics.mean_absolute_error(list_result, list_predicted))) \ No newline at end of file diff --git a/pytorch/result.txt b/pytorch/result.txt index 8077cd4..cc5fcce 100644 --- a/pytorch/result.txt +++ b/pytorch/result.txt @@ -1,299 +1,299 @@ -Target: tensor([4.])----- Prediction: tensor([2.5912]) -Target: tensor([7.])----- Prediction: tensor([5.3811]) -Target: tensor([6.])----- Prediction: tensor([2.4516]) -Target: tensor([5.])----- Prediction: tensor([6.6527]) -Target: tensor([5.])----- Prediction: tensor([3.6947]) -Target: tensor([7.])----- Prediction: tensor([3.0992]) -Target: tensor([5.])----- Prediction: tensor([3.5280]) -Target: tensor([6.])----- Prediction: tensor([2.8694]) -Target: tensor([5.])----- Prediction: tensor([10.5723]) -Target: tensor([6.])----- Prediction: tensor([1.5417]) -Target: tensor([6.])----- Prediction: tensor([1.5702]) -Target: tensor([6.])----- Prediction: tensor([3.8206]) -Target: tensor([6.])----- Prediction: tensor([5.5910]) -Target: tensor([7.])----- Prediction: tensor([2.1009]) -Target: tensor([5.])----- Prediction: tensor([1.9532]) -Target: tensor([6.])----- Prediction: tensor([5.4789]) -Target: tensor([5.])----- Prediction: tensor([3.4121]) -Target: tensor([6.])----- Prediction: tensor([5.6153]) -Target: tensor([6.])----- Prediction: tensor([2.7008]) -Target: tensor([6.])----- Prediction: tensor([2.4302]) -Target: tensor([5.])----- Prediction: tensor([11.2693]) -Target: tensor([7.])----- Prediction: tensor([2.9486]) -Target: tensor([6.])----- Prediction: tensor([2.0228]) -Target: tensor([5.])----- Prediction: tensor([5.8602]) -Target: tensor([5.])----- Prediction: tensor([3.8908]) -Target: tensor([6.])----- Prediction: tensor([10.1888]) -Target: tensor([5.])----- Prediction: tensor([6.6399]) -Target: tensor([6.])----- Prediction: tensor([3.7961]) -Target: tensor([6.])----- Prediction: tensor([3.8239]) -Target: tensor([5.])----- Prediction: tensor([3.6467]) -Target: tensor([6.])----- Prediction: tensor([5.6153]) -Target: tensor([5.])----- Prediction: tensor([4.1886]) -Target: tensor([6.])----- Prediction: tensor([7.4703]) -Target: tensor([5.])----- Prediction: tensor([6.7674]) -Target: tensor([6.])----- Prediction: tensor([3.9402]) -Target: tensor([5.])----- Prediction: tensor([10.8020]) -Target: tensor([5.])----- Prediction: tensor([3.7203]) -Target: tensor([6.])----- Prediction: tensor([4.3365]) -Target: tensor([6.])----- Prediction: tensor([4.0502]) -Target: tensor([5.])----- Prediction: tensor([5.1851]) -Target: tensor([7.])----- Prediction: tensor([3.8488]) -Target: tensor([5.])----- Prediction: tensor([2.4501]) -Target: tensor([6.])----- Prediction: tensor([2.9132]) -Target: tensor([7.])----- Prediction: tensor([3.3335]) -Target: tensor([5.])----- Prediction: tensor([7.8335]) -Target: tensor([6.])----- Prediction: tensor([2.5696]) -Target: tensor([6.])----- Prediction: tensor([2.7571]) -Target: tensor([6.])----- Prediction: tensor([5.0917]) -Target: tensor([5.])----- Prediction: tensor([12.2102]) -Target: tensor([5.])----- Prediction: tensor([7.3395]) -Target: tensor([6.])----- Prediction: tensor([2.2568]) -Target: tensor([7.])----- Prediction: tensor([3.2961]) -Target: tensor([5.])----- Prediction: tensor([1.6766]) -Target: tensor([5.])----- Prediction: tensor([3.5993]) -Target: tensor([6.])----- Prediction: tensor([5.0940]) -Target: tensor([5.])----- Prediction: tensor([9.0951]) -Target: tensor([6.])----- Prediction: tensor([3.0024]) -Target: tensor([5.])----- Prediction: tensor([3.1072]) -Target: tensor([7.])----- Prediction: tensor([7.0583]) -Target: tensor([5.])----- Prediction: tensor([3.1533]) -Target: tensor([5.])----- 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-Target: tensor([5.])----- Prediction: tensor([4.0671]) -Target: tensor([8.])----- Prediction: tensor([8.0165]) -Target: tensor([5.])----- Prediction: tensor([4.5995]) -Target: tensor([6.])----- Prediction: tensor([7.7532]) -Target: tensor([5.])----- Prediction: tensor([9.6909]) -Target: tensor([5.])----- Prediction: tensor([5.7997]) -Target: tensor([6.])----- Prediction: tensor([8.8374]) -Target: tensor([6.])----- Prediction: tensor([4.0067]) -Target: tensor([5.])----- Prediction: tensor([10.5642]) -Target: tensor([5.])----- Prediction: tensor([2.3271]) -Target: tensor([5.])----- Prediction: tensor([2.0700]) -Target: tensor([6.])----- Prediction: tensor([1.7528]) -Target: tensor([6.])----- Prediction: tensor([5.2573]) -Target: tensor([7.])----- Prediction: tensor([3.1217]) -Target: tensor([5.])----- Prediction: tensor([3.4221]) -Target: tensor([4.])----- Prediction: tensor([2.1967]) -Target: tensor([6.])----- Prediction: tensor([1.8576]) -Target: tensor([5.])----- Prediction: 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-Target: tensor([7.])----- Prediction: tensor([2.3068]) -Target: tensor([5.])----- Prediction: tensor([5.2228]) -Target: tensor([5.])----- Prediction: tensor([3.4355]) -Target: tensor([6.])----- Prediction: tensor([5.8229]) -Target: tensor([6.])----- Prediction: tensor([4.9710]) -Target: tensor([7.])----- Prediction: tensor([4.0948]) -Target: tensor([5.])----- Prediction: tensor([9.8520]) -Target: tensor([6.])----- Prediction: tensor([1.6064]) -Target: tensor([7.])----- Prediction: tensor([4.0091]) -Target: tensor([6.])----- Prediction: tensor([2.1055]) -Target: tensor([5.])----- Prediction: tensor([5.5266]) -Target: tensor([5.])----- Prediction: tensor([1.5365]) -Target: tensor([5.])----- Prediction: tensor([2.0232]) -Target: tensor([6.])----- Prediction: tensor([4.7462]) -Target: tensor([8.])----- Prediction: tensor([3.0388]) -Target: tensor([6.])----- Prediction: tensor([7.3761]) -Target: tensor([8.])----- Prediction: tensor([4.0455]) -Target: tensor([7.])----- Prediction: tensor([8.4651]) -Target: tensor([7.])----- Prediction: tensor([2.2083]) -Target: tensor([5.])----- Prediction: tensor([13.7213]) -Target: tensor([6.])----- Prediction: tensor([2.4370]) -Target: tensor([5.])----- Prediction: tensor([4.2159]) -Target: tensor([6.])----- Prediction: tensor([3.0294]) -Target: tensor([5.])----- Prediction: tensor([11.3286]) -Target: tensor([4.])----- Prediction: tensor([3.1563]) -Target: tensor([5.])----- Prediction: tensor([3.0204]) -Target: tensor([6.])----- Prediction: tensor([3.1787]) -Target: tensor([5.])----- Prediction: tensor([3.4895]) -Target: tensor([5.])----- Prediction: tensor([3.9059]) -Target: tensor([7.])----- Prediction: tensor([2.2940]) -Target: tensor([5.])----- Prediction: tensor([6.0839]) -Target: tensor([6.])----- Prediction: tensor([3.4874]) -Target: tensor([5.])----- Prediction: tensor([12.2298]) -Target: tensor([6.])----- Prediction: tensor([1.9277]) -Target: tensor([5.])----- Prediction: tensor([4.9739]) -Target: tensor([7.])----- Prediction: tensor([4.5098]) -Target: tensor([5.])----- Prediction: tensor([3.4803]) -Target: tensor([6.])----- Prediction: tensor([2.3278]) -Target: tensor([6.])----- Prediction: tensor([8.8388]) -Target: tensor([7.])----- Prediction: tensor([2.6388]) -Target: tensor([7.])----- Prediction: tensor([1.8263]) -Target: tensor([5.])----- Prediction: tensor([1.7058]) -Target: tensor([5.])----- Prediction: tensor([4.7320]) -Target: tensor([5.])----- Prediction: tensor([7.0629]) -Target: tensor([8.])----- Prediction: tensor([6.6816]) -Target: tensor([6.])----- Prediction: tensor([2.3679]) -Target: tensor([5.])----- Prediction: tensor([6.4106]) -Target: tensor([5.])----- Prediction: tensor([12.3476]) -Target: tensor([6.])----- Prediction: tensor([3.1205]) -Target: tensor([6.])----- Prediction: tensor([2.6261]) -Target: tensor([5.])----- Prediction: tensor([2.4900]) -Target: tensor([6.])----- Prediction: tensor([3.5584]) -Target: tensor([5.])----- Prediction: tensor([4.1916]) -Target: 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-Target: tensor([6.])----- Prediction: tensor([1.6706]) -Target: tensor([5.])----- Prediction: tensor([6.3914]) -Target: tensor([6.])----- Prediction: tensor([3.2084]) -Target: tensor([6.])----- Prediction: tensor([5.7970]) -Target: tensor([7.])----- Prediction: tensor([3.4445]) -Target: tensor([5.])----- Prediction: tensor([8.4952]) -Target: tensor([5.])----- Prediction: tensor([2.4870]) -Target: tensor([5.])----- Prediction: tensor([3.4096]) -Target: tensor([6.])----- Prediction: tensor([8.2855]) -Target: tensor([6.])----- Prediction: tensor([1.8462]) -Target: tensor([4.])----- Prediction: tensor([4.3964]) -Target: tensor([6.])----- Prediction: tensor([3.4177]) -Target: tensor([5.])----- Prediction: tensor([3.5993]) -Target: tensor([6.])----- Prediction: tensor([2.0421]) -Target: tensor([5.])----- Prediction: tensor([8.7133]) -Target: tensor([5.])----- Prediction: tensor([10.1540]) -Target: tensor([7.])----- Prediction: tensor([2.3574]) -Target: tensor([7.])----- Prediction: tensor([3.2022]) -Target: tensor([5.])----- Prediction: tensor([1.6709]) -Target: tensor([3.])----- Prediction: tensor([4.6296]) -Target: tensor([5.])----- Prediction: tensor([7.6198]) -Target: tensor([5.])----- Prediction: tensor([2.4627]) -Target: tensor([5.])----- Prediction: tensor([8.2276]) -Target: tensor([4.])----- Prediction: tensor([2.4551]) -Target: tensor([6.])----- Prediction: tensor([2.6208]) -Target: tensor([7.])----- Prediction: tensor([3.0895]) -Target: tensor([4.])----- Prediction: tensor([3.6925]) -Target: tensor([5.])----- Prediction: tensor([3.2303]) -Target: tensor([6.])----- Prediction: tensor([4.6480]) -Target: tensor([5.])----- Prediction: tensor([6.2549]) -Target: tensor([5.])----- Prediction: tensor([3.6234]) -Target: tensor([6.])----- Prediction: tensor([3.1382]) -Target: tensor([5.])----- Prediction: tensor([2.3479]) -Target: tensor([5.])----- Prediction: tensor([5.1068]) -Target: tensor([7.])----- Prediction: tensor([2.4958]) -Target: tensor([6.])----- Prediction: tensor([1.8829]) -Target: tensor([6.])----- Prediction: tensor([6.7703]) -Target: tensor([7.])----- Prediction: tensor([3.2449]) -Target: tensor([5.])----- Prediction: tensor([5.7864]) -Target: tensor([6.])----- Prediction: tensor([2.5621]) -Target: tensor([5.])----- Prediction: tensor([3.1336]) -Target: tensor([6.])----- Prediction: tensor([2.8112]) -Target: tensor([5.])----- Prediction: tensor([7.0639]) -Target: tensor([5.])----- Prediction: tensor([8.0485]) -Target: tensor([6.])----- Prediction: tensor([4.8817]) -Target: tensor([5.])----- Prediction: tensor([1.4661]) -Target: tensor([5.])----- Prediction: tensor([4.0572]) -Target: tensor([6.])----- Prediction: tensor([2.6261]) -Target: tensor([5.])----- Prediction: tensor([6.3413]) -Target: tensor([5.])----- Prediction: tensor([10.9089]) -Target: tensor([5.])----- Prediction: tensor([2.8428]) -Target: tensor([6.])----- Prediction: tensor([2.0931]) -Target: tensor([5.])----- Prediction: tensor([9.9907]) -Target: tensor([6.])----- Prediction: tensor([5.4379]) -Target: tensor([6.])----- Prediction: tensor([2.5430]) -Target: tensor([5.])----- Prediction: tensor([6.8091]) -Target: tensor([5.])----- Prediction: tensor([3.3554]) -Target: tensor([5.])----- Prediction: tensor([7.0773]) -Target: tensor([6.])----- Prediction: tensor([3.1898]) -Target: tensor([6.])----- Prediction: tensor([8.0325]) -Target: tensor([6.])----- Prediction: tensor([4.2776]) +Target: tensor([8.])----- Prediction: tensor([5.9406]) +Target: tensor([6.])----- Prediction: tensor([4.8664]) +Target: tensor([5.])----- Prediction: tensor([4.8599]) +Target: tensor([5.])----- Prediction: tensor([5.2186]) +Target: tensor([5.])----- Prediction: tensor([5.5991]) +Target: tensor([6.])----- Prediction: tensor([5.5936]) +Target: tensor([5.])----- Prediction: tensor([5.2470]) +Target: tensor([6.])----- Prediction: tensor([5.1847]) +Target: tensor([5.])----- Prediction: tensor([6.1587]) +Target: tensor([5.])----- Prediction: tensor([5.4384]) +Target: tensor([5.])----- Prediction: tensor([5.3068]) +Target: tensor([6.])----- Prediction: tensor([6.0133]) +Target: tensor([5.])----- Prediction: tensor([4.8469]) +Target: tensor([6.])----- Prediction: tensor([5.7703]) +Target: tensor([6.])----- Prediction: tensor([5.8350]) +Target: tensor([5.])----- Prediction: tensor([4.9462]) +Target: tensor([5.])----- Prediction: tensor([5.4354]) +Target: tensor([6.])----- Prediction: tensor([5.8835]) +Target: tensor([5.])----- Prediction: tensor([4.7219]) +Target: tensor([7.])----- Prediction: tensor([6.3522]) +Target: tensor([6.])----- Prediction: tensor([5.1595]) +Target: tensor([7.])----- Prediction: tensor([5.8188]) +Target: tensor([6.])----- Prediction: tensor([4.9883]) +Target: tensor([6.])----- Prediction: tensor([5.8394]) +Target: tensor([7.])----- Prediction: tensor([5.4766]) +Target: tensor([6.])----- Prediction: tensor([5.3073]) +Target: tensor([5.])----- Prediction: tensor([7.6751]) +Target: tensor([5.])----- Prediction: tensor([5.7118]) +Target: tensor([7.])----- Prediction: tensor([4.9644]) +Target: tensor([5.])----- Prediction: tensor([5.1691]) +Target: tensor([7.])----- Prediction: tensor([6.5030]) +Target: tensor([6.])----- Prediction: tensor([5.5712]) +Target: tensor([6.])----- Prediction: tensor([4.9720]) +Target: tensor([6.])----- Prediction: tensor([6.5478]) +Target: tensor([6.])----- Prediction: tensor([6.6584]) +Target: tensor([6.])----- Prediction: tensor([5.8464]) +Target: tensor([6.])----- Prediction: tensor([5.4459]) +Target: tensor([6.])----- Prediction: tensor([5.4995]) +Target: tensor([5.])----- Prediction: tensor([5.5969]) +Target: tensor([5.])----- Prediction: tensor([5.0078]) +Target: tensor([5.])----- Prediction: tensor([5.3310]) +Target: tensor([6.])----- Prediction: tensor([5.5934]) +Target: tensor([5.])----- Prediction: tensor([6.1988]) +Target: tensor([7.])----- Prediction: tensor([5.8158]) +Target: tensor([5.])----- Prediction: tensor([4.6433]) +Target: tensor([5.])----- Prediction: tensor([5.7680]) +Target: tensor([5.])----- Prediction: tensor([4.8630]) +Target: tensor([7.])----- Prediction: tensor([6.1922]) +Target: tensor([6.])----- Prediction: tensor([5.6560]) +Target: tensor([6.])----- Prediction: tensor([5.3446]) +Target: tensor([4.])----- Prediction: tensor([5.6258]) +Target: tensor([7.])----- Prediction: tensor([6.3979]) +Target: tensor([5.])----- Prediction: tensor([5.6125]) +Target: tensor([6.])----- Prediction: tensor([5.3963]) +Target: tensor([5.])----- Prediction: tensor([5.4343]) +Target: tensor([5.])----- Prediction: tensor([5.3461]) +Target: tensor([8.])----- Prediction: tensor([5.8165]) +Target: tensor([6.])----- Prediction: tensor([5.1047]) +Target: tensor([5.])----- Prediction: tensor([5.1118]) +Target: tensor([3.])----- Prediction: tensor([5.6079]) +Target: tensor([6.])----- Prediction: tensor([6.6584]) +Target: tensor([6.])----- Prediction: tensor([5.5865]) +Target: tensor([7.])----- Prediction: tensor([5.7263]) +Target: 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+Target: tensor([6.])----- Prediction: tensor([6.6287]) +Target: tensor([6.])----- Prediction: tensor([5.2754]) +Target: tensor([6.])----- Prediction: tensor([5.7923]) +Target: tensor([5.])----- Prediction: tensor([4.9251]) +Target: tensor([4.])----- Prediction: tensor([6.8892]) +Target: tensor([6.])----- Prediction: tensor([5.3340]) +Target: tensor([5.])----- Prediction: tensor([5.4747]) +Target: tensor([5.])----- Prediction: tensor([5.9360]) +Target: tensor([3.])----- Prediction: tensor([5.7466]) +Target: tensor([6.])----- Prediction: tensor([5.3480]) +Target: tensor([6.])----- Prediction: tensor([5.5732]) +Target: tensor([4.])----- Prediction: tensor([5.6398]) +Target: tensor([6.])----- Prediction: tensor([6.1490]) +Target: tensor([6.])----- Prediction: tensor([5.5407]) +Target: tensor([5.])----- Prediction: tensor([6.5457]) +Target: tensor([5.])----- Prediction: tensor([5.4180]) +Target: tensor([6.])----- Prediction: tensor([5.3864]) +Target: tensor([6.])----- Prediction: 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tensor([5.])----- Prediction: tensor([5.3619]) +Target: tensor([5.])----- Prediction: tensor([5.0078]) +Target: tensor([5.])----- Prediction: tensor([5.9083]) +Target: tensor([5.])----- Prediction: tensor([4.9007]) +Target: tensor([5.])----- Prediction: tensor([5.0220]) +Target: tensor([5.])----- Prediction: tensor([5.7147]) +Target: tensor([6.])----- Prediction: tensor([5.3696]) +Target: tensor([6.])----- Prediction: tensor([5.2844]) +Target: tensor([8.])----- Prediction: tensor([6.5380]) +Target: tensor([5.])----- Prediction: tensor([5.0885]) +Target: tensor([6.])----- Prediction: tensor([5.6708]) +Target: tensor([5.])----- Prediction: tensor([5.0164]) +Target: tensor([6.])----- Prediction: tensor([5.6165]) +Target: tensor([6.])----- Prediction: tensor([6.9302]) +Target: tensor([4.])----- Prediction: tensor([5.8298]) +Target: tensor([6.])----- Prediction: tensor([6.2862]) +Target: tensor([5.])----- Prediction: tensor([5.7583]) +Target: tensor([5.])----- Prediction: tensor([5.5702]) 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tensor([6.])----- Prediction: tensor([7.7532]) +Target: tensor([5.])----- Prediction: tensor([9.6909]) +Target: tensor([5.])----- Prediction: tensor([5.7997]) +Target: tensor([6.])----- Prediction: tensor([8.8374]) +Target: tensor([6.])----- Prediction: tensor([4.0067]) +Target: tensor([5.])----- Prediction: tensor([10.5642]) +Target: tensor([5.])----- Prediction: tensor([2.3271]) +Target: tensor([5.])----- Prediction: tensor([2.0700]) +Target: tensor([6.])----- Prediction: tensor([1.7528]) +Target: tensor([6.])----- Prediction: tensor([5.2573]) +Target: tensor([7.])----- Prediction: tensor([3.1217]) +Target: tensor([5.])----- Prediction: tensor([3.4221]) +Target: tensor([4.])----- Prediction: tensor([2.1967]) +Target: tensor([6.])----- Prediction: tensor([1.8576]) +Target: tensor([5.])----- Prediction: tensor([3.9776]) +Target: tensor([4.])----- Prediction: tensor([1.8588]) +Target: tensor([7.])----- Prediction: tensor([8.4651]) +Target: tensor([5.])----- Prediction: tensor([3.0248]) 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tensor([6.])----- Prediction: tensor([5.8229]) +Target: tensor([6.])----- Prediction: tensor([4.9710]) +Target: tensor([7.])----- Prediction: tensor([4.0948]) +Target: tensor([5.])----- Prediction: tensor([9.8520]) +Target: tensor([6.])----- Prediction: tensor([1.6064]) +Target: tensor([7.])----- Prediction: tensor([4.0091]) +Target: tensor([6.])----- Prediction: tensor([2.1055]) +Target: tensor([5.])----- Prediction: tensor([5.5266]) +Target: tensor([5.])----- Prediction: tensor([1.5365]) +Target: tensor([5.])----- Prediction: tensor([2.0232]) +Target: tensor([6.])----- Prediction: tensor([4.7462]) +Target: tensor([8.])----- Prediction: tensor([3.0388]) +Target: tensor([6.])----- Prediction: tensor([7.3761]) +Target: tensor([8.])----- Prediction: tensor([4.0455]) +Target: tensor([7.])----- Prediction: tensor([8.4651]) +Target: tensor([7.])----- Prediction: tensor([2.2083]) +Target: tensor([5.])----- Prediction: tensor([13.7213]) +Target: tensor([6.])----- Prediction: tensor([2.4370]) 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Prediction: tensor([4.7932]) +Target: tensor([5.])----- Prediction: tensor([4.7548]) +Target: tensor([5.])----- Prediction: tensor([8.0386]) +Target: tensor([5.])----- Prediction: tensor([5.5603]) +Target: tensor([3.])----- Prediction: tensor([5.2508]) +Target: tensor([5.])----- Prediction: tensor([3.8790]) +Target: tensor([6.])----- Prediction: tensor([2.0702]) +Target: tensor([5.])----- Prediction: tensor([2.0624]) +Target: tensor([5.])----- Prediction: tensor([8.8042]) +Target: tensor([6.])----- Prediction: tensor([3.9469]) +Target: tensor([7.])----- Prediction: tensor([4.1208]) +Target: tensor([7.])----- Prediction: tensor([3.2084]) +Target: tensor([6.])----- Prediction: tensor([2.2332]) +Target: tensor([4.])----- Prediction: tensor([4.9973]) +Target: tensor([5.])----- Prediction: tensor([3.9620]) +Target: tensor([6.])----- Prediction: tensor([1.6706]) +Target: tensor([5.])----- Prediction: tensor([6.3914]) +Target: tensor([6.])----- Prediction: tensor([3.2084]) +Target: 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Prediction: tensor([3.3554]) +Target: tensor([5.])----- Prediction: tensor([7.0773]) +Target: tensor([6.])----- Prediction: tensor([3.1898]) +Target: tensor([6.])----- Prediction: tensor([8.0325]) +Target: tensor([6.])----- Prediction: tensor([4.2776])