app.py

import streamlit as st

st.header("Transformer parameters")
bs = st.number_input('Batch size: ', value=10)
h = st.number_input('Num heads: ', value=16)
d = st.number_input('Dimension: ', value=768)
n = st.number_input('Seq length: ', value=1024)

st.header('Query, Key, Value projection')
mha_flop = 2*bs*n*d*3*d
mha_bytes = 2*bs*n*d + 2*3*d*d + 2*bs*n*3*d
st.write()