feat: test results

lab5/code/main.py

@@ -268,9 +268,8 @@ if __name__ == "__main__":
     OPTIMIZER_TYPE = 'Adam'
 
     learning_rate_values = [0.1, 0.01, 0.001]
-    i = 9
+    i = 0
     MAX_TESTS = 17
-    """
     for lr in learning_rate_values:
         LEARNING_RATE = lr
         main_part(False)
@@ -293,7 +292,7 @@ if __name__ == "__main__":
         i += 1
         print(f"Test {i}/{MAX_TESTS} ran")
     NUM_HIDDEN_LAYERS = 2
-    """
+
     width_values = [64, 128, 256, 512, 1024]
     for width in width_values:
         WIDTH = width

lab5/report/testsResults/results.txt

@@ -0,0 +1,72 @@
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w64-Adam
+Execution time: 49.23725199699402
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.1-bs64-hl2-w128-Adam
+Execution time: 53.9505660533905
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.01-bs64-hl2-w128-Adam
+Execution time: 50.100146532058716
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-Adam
+Execution time: 48.90807557106018
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-Adam
+Execution time: 49.567627906799316
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs128-hl2-w128-Adam
+Execution time: 48.1188108921051
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs256-hl2-w128-Adam
+Execution time: 42.80657482147217
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl1-w128-Adam
+Execution time: 48.84401178359985
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-Adam
+Execution time: 48.64533519744873
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl3-w128-Adam
+Execution time: 48.79310631752014
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w64-Adam
+Execution time: 46.702873945236206
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-Adam
+Execution time: 47.38503313064575
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w256-Adam
+Execution time: 49.08178782463074
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w512-Adam
+Execution time: 52.18209147453308
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w1024-Adam
+Execution time: 73.91722798347473
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-SGD
+Execution time: 45.19260334968567
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-SGD_Momentum
+Execution time: 45.510289907455444
+-------------------------------------------------------------------------------------
+-------------------------------------------------------------------------------------
+loss-lr0.001-bs64-hl2-w128-Adam
+Execution time: 46.77299380302429
+-------------------------------------------------------------------------------------