From 2d06333bcb7f36c41e97e4166e79e93247c2c6f9 Mon Sep 17 00:00:00 2001
From: Vishal Patil <vishpat@gmail.com>
Date: Mon, 2 Sep 2024 21:14:12 -0400
Subject: [PATCH] Added some prints

---
 pca/src/main.rs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pca/src/main.rs b/pca/src/main.rs
index e3ca0a4..0985a52 100644
--- a/pca/src/main.rs
+++ b/pca/src/main.rs
@@ -92,8 +92,10 @@ fn main() -> Result<()> {
     let args = Args::parse();
     let device = Device::cuda_if_available(0)?;
     let data = load_dataset(&args.data_csv, &device).unwrap();
+    println!("Original Data {:?}", data);
     let normalized_data = z_score_normalize(&data)?;
     let reduce = pca(&normalized_data, &device, args.variance)?;
+    println!("PCA {:?}", reduce);
     let compressed_data = data.matmul(&reduce.transpose(D::Minus1, D::Minus2)?)?;
     println!("Compressed data {:?}", compressed_data);
     Ok(())