Perlin Noise breaks if scale is a whole number [FIXED!]

I’m generating a texture using perlin noise with 3 seeds for HSV colors.

It use to work fine, I’m not sure when this started happening, but now whenever the scale for the perlin is a whole number (1, 5, 9001), it doesn’t necessarily break, but the entire texture is a green/blue, which is wrong.

If you give it decimal numbers though (0.1, 5.5, 900.1) it works as expected (kinda, depends on the texture size). See images linked here -> https://imgur.com/a/ZU0RYPd

As you can see, 0.1 and 1.1 work as expected, but 1 causes it to be smooth with no noise.

Here is the function I use to get the perlin value

 
float GetPerlinNoiseValue(float xCoord, float yCoord, string seed = "", float scale = 1f, float valueMod = 1f)
 { 
     float seedHash = seed.GetHashCode() >> (seed.Length * seed.Length);
 
 
 
     xCoord += seedHash;
 
     yCoord += seedHash;
 
 
 
     xCoord *= scale;
 
     yCoord *= scale;
 
 
 
     return Mathf.Clamp01(Mathf.PerlinNoise(xCoord, yCoord)) * valueMod;
 }

I have tried removing the “*= scale” and it acts the same as if it were a whole number.

Here is where I use it to generate the texture.

 
private Texture2D GeneratePerlinTexture(string seed, float scale = 1f)
 
{
 
     Texture2D perlinTexture = new Texture2D(cols, rows);
 
     Color[] pixels = new Color[perlinTexture.width * perlinTexture.height];
 
 
 
     seed = seed.GetHashCode().ToString();
 
     int seedLength = seed.Length;
 
 
 
     for(int i = 0; i < perlinTexture.height; i++)
 
     {
 
          for(int j = 0; j < perlinTexture.width; j++)
 
          {
 
               float xCoord = j;
 
               float yCoord = i;
 
 
 
               float sampleH = GetPerlinNoiseValue(xCoord, yCoord, seed.Substring(0, seedLength / 2), scale);
 
               float sampleS = GetPerlinNoiseValue(xCoord, yCoord, seed.Substring(seedLength / 4, seedLength / 2), scale);
 
               float sampleV = GetPerlinNoiseValue(xCoord, yCoord, seed.Substring(seedLength / 2, seedLength / 2), scale);
 
 
 
               pixels[(i * perlinTexture.width) + j] = Color.HSVToRGB(sampleH, sampleS, sampleV);
 
          }
 
     }
 
 
 
     perlinTexture.SetPixels(pixels);
 
     perlinTexture.Apply();
 
 
 
     Renderer r = GetComponent();
 
     if(r != null)
 
          r.material.mainTexture = perlinTexture;
 
 
 
     return perlinTexture;
 }

It’s not just a graphical thing either, all of the perlin values are actually the same

Like I said, it only breaks when it’s a whole number, and removing the scale all together just makes it break all the time. It doesn’t matter what the seed is, or how long the seed is. I have no Idea why this is happening, so any input would be greatly appreciated.