FilesExpand file tree

 master

/

module_interface.py

Copy path

Blame

More file actions

Blame

More file actions

Latest commit

 

History

History

History

45 lines (37 loc) · 1.16 KB

 master

/

module_interface.py

Copy path

Top

File metadata and controls

• Code
• Blame

45 lines (37 loc) · 1.16 KB

Raw

Copy raw file

Download raw file

Open symbols panel

Edit and raw actions

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

36

37

38

39

40

41

42

43

44

45

import streamlit as st

import networkx as nx

import minitorch

MyModule = None

minitorch

def render_module_sandbox():

st.write("## Sandbox for Module Trees")

st.write(

"Visual debugging checks showing the module tree that your code constructs."

)

code = st.text_area(

label="Module code",

height=600,

value="""

class MyModule(minitorch.Module):

def __init__(self):

super().__init__()

self.parameter1 = minitorch.Parameter(15)

""",

)

out = exec(code, globals())

out = MyModule()

st.write(dict(out.named_parameters()))

G = nx.MultiDiGraph()

G.add_node("base")

stack = [(out, "base")]

while stack:

n, name = stack[0]

stack = stack[1:]

for pname, p in n.__dict__["_parameters"].items():

G.add_node(name + "." + pname, shape="rect", penwidth=0.5)

G.add_edge(name, name + "." + pname)

for cname, m in n.__dict__["_modules"].items():

G.add_edge(name, name + "." + cname)

stack.append((m, name + "." + cname))

G.graph["graph"] = {"rankdir": "TB"}

st.graphviz_chart(nx.nx_pydot.to_pydot(G).to_string())