I made an android app with constrain layout, and the layout doesn't scale properly even thought I've used SP and DP as units.
I double checked all values and they all have dp and sp, I tried it on the following emulators 5.1", pixel, pixel 10" tablet, pixel 2, pixel 2 XL and the nexus 7
my layouts actually work fine on these, but on the nexus 4 with a smaller dpi it gets ruined.
Edit: even with the cardview constrains set to match_parent, it still doesn't fix it, nothing happens.
as for physical devices, it works fine on my phone with a high dpi of 499, but my two other phones without high dpi, it gets ruined.
<?xml version="1.0" encoding="utf-8"?>
<android.support.constraint.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
    xmlns:app="http://schemas.android.com/apk/res-auto"
    xmlns:tools="http://schemas.android.com/tools"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    tools:context=".MainActivity"
    android:background="@drawable/withoutgrid">
    <!--grid layout to hold two cards-->
    <android.support.v7.widget.GridLayout
        android:id="@+id/gridLayout"
        android:layout_width="match_parent"
        android:layout_height="wrap_content"
        android:padding="10dp"
        android:paddingBottom="40dp"
        app:columnCount="2"
        app:columnOrderPreserved="true"
        app:layout_constraintBottom_toBottomOf="parent"
        app:layout_constraintEnd_toEndOf="parent"
        app:layout_constraintStart_toStartOf="parent"
        app:layout_constraintTop_toTopOf="parent"
        app:layout_constraintVertical_bias="0.755"
        app:rowCount="1">
        <!--first card layout-->
        <android.support.v7.widget.CardView
            android:id="@+id/cardView1"
            android:layout_width="170dp"
            android:layout_height="290dp"
            android:layout_margin="12dp"
            android:onClick="sPlayer"
            app:cardBackgroundColor="@color/backgroundColor"
            app:cardCornerRadius="30dp"
            app:cardElevation="10dp"
            app:layout_columnWeight="1"
            app:layout_rowWeight="1">
            <ImageButton
                android:id="@+id/singleplayer"
                android:layout_width="150dp"
                android:layout_height="170dp"
                android:layout_gravity="center"
                android:layout_weight="1"
                android:background="@null"
                android:onClick="sPlayer"
                android:paddingBottom="20dp"
                android:scaleType="fitXY"
                android:src="@drawable/robotfinal2" />
            <TextView
                android:id="@+id/singleplayertext"
                android:layout_width="match_parent"
                android:layout_height="match_parent"
                android:gravity="bottom|center_horizontal"
                android:onClick="sPlayer"
                android:paddingBottom="16dp"
                android:text="Single Player"
                android:textColor="@android:color/white"
                android:textSize="24sp" />
        </android.support.v7.widget.CardView>
     </android.support.v7.widget.CardView>
    <!--copy paste for second card layout-->
    </android.support.v7.widget.GridLayout> 
here are some screenshots from 2 same devices one with custom high dpi and another with stock dpi
 
