From 34cd306289939394a40bb02f80dd697fb173da7d Mon Sep 17 00:00:00 2001
From: Kasia <katzbr@st.amu.edu.pl>
Date: Wed, 16 Dec 2020 14:39:49 +0100
Subject: [PATCH] second commit

---
 main.py        |   6 +-
 test-A/out.tsv | 836 ++++++++++++++++++++++++-------------------------
 2 files changed, 419 insertions(+), 423 deletions(-)

diff --git a/main.py b/main.py
index 5f14d72..22663f4 100644
--- a/main.py
+++ b/main.py
@@ -4,10 +4,6 @@ import numpy as np
 import pandas as pd
 from torch.autograd import Variable
 
-train = 'train/train.tsv'
-in_file = 'test-A/in.tsv'
-out_file = 'test-A/out.tsv'
-learning_rate = 0.00001
 
 
 class linearRegression(nn.Module):
@@ -37,7 +33,7 @@ if torch.cuda.is_available():
    model.cuda()
 
 criterion = nn.MSELoss()
-optimizer = torch.optim.SGD(model.parameters(), lr=learning_rate)
+optimizer = torch.optim.SGD(model.parameters(), lr=0.00001)
 	
 
 
diff --git a/test-A/out.tsv b/test-A/out.tsv
index 323e205..b141feb 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
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