From 3b063700b25b456177767a0982bfb768aadc6e62 Mon Sep 17 00:00:00 2001
From: Yandi <yandirzm@gmail.com>
Date: Tue, 31 Jan 2023 22:53:28 +0100
Subject: [PATCH] modified create submission to make it work with job batches

---
 create_submission.py      |   4 ++--
 logs/RNN_15/best_model.pt | Bin 40312 -> 40312 bytes
 logs/RNN_16/best_model.pt | Bin 40312 -> 40312 bytes
 main.py                   |   2 +-
 4 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/create_submission.py b/create_submission.py
index 2716653..612fbff 100644
--- a/create_submission.py
+++ b/create_submission.py
@@ -30,7 +30,7 @@ def dummy_model(X):
     # Divided by a magic number
     return X[:, :, 4:].mean(dim=2) / 26  # This is (B, T)
 
-def create_submission(model, transform, device):
+def create_submission(model, transform, device, rootDir):
     step_days = 10
     batch_size = 1024
     # We make chunks of num_days consecutive samples; As our dummy predictor
@@ -57,7 +57,7 @@ def create_submission(model, transform, device):
     num_days_test = test_loader.dataset.ntimes
 
     logging.info("= Filling in the submission file")
-    with open("submission.csv", "w") as fh_submission:
+    with open(rootDir + "submission.csv", "w") as fh_submission:
         fh_submission.write("Id,Predicted\n")
         submission_offset = 0
 
diff --git a/logs/RNN_15/best_model.pt b/logs/RNN_15/best_model.pt
index 7034d7d184d9491adee8243de7b184cb60cab5d4..8c780c8949334bc211e4cb22336d09b34a2e4bc1 100644
GIT binary patch
delta 31887
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diff --git a/main.py b/main.py
index 34d114d..029e379 100644
--- a/main.py
+++ b/main.py
@@ -132,4 +132,4 @@ if __name__ == "__main__":
             wandb.log({"val_loss": val_loss})
 
 
-    create_submission.create_submission(network, dataloader.composite_transform(dataloader.transform_remove_space_time(), dataloader.transform_min_max_scaling(MIN, MAX)), device)
+    create_submission.create_submission(network, dataloader.composite_transform(dataloader.transform_remove_space_time(), dataloader.transform_min_max_scaling(MIN, MAX)), device, rootDir)
-- 
GitLab