Add openpilot tests
This commit is contained in:
52
tinygrad_repo/test/external/external_test_image.py
vendored
Normal file
52
tinygrad_repo/test/external/external_test_image.py
vendored
Normal file
@@ -0,0 +1,52 @@
|
||||
#!/usr/bin/env python
|
||||
import os
|
||||
import unittest
|
||||
import numpy as np
|
||||
if 'IMAGE' not in os.environ:
|
||||
os.environ['IMAGE'] = '2'
|
||||
os.environ['GPU'] = '1'
|
||||
os.environ['OPT'] = '2'
|
||||
from tinygrad.tensor import Tensor
|
||||
from tinygrad.nn import Conv2d
|
||||
Tensor.no_grad = True
|
||||
|
||||
class TestImage(unittest.TestCase):
|
||||
def test_create_image(self):
|
||||
t = Tensor.ones(128, 128, 1)
|
||||
t = t.reshape(128, 32, 4) + 3
|
||||
t.realize()
|
||||
np.testing.assert_array_equal(t.numpy(), np.ones((128,32,4))*4)
|
||||
|
||||
def test_sum_image(self):
|
||||
t1 = Tensor.ones(16, 16, 1).reshape(16, 4, 4) + 3
|
||||
t1.realize()
|
||||
t1 = t1.sum()
|
||||
t1.realize()
|
||||
assert t1.numpy() == 16*4*4*4, f"got {t1.numpy()}"
|
||||
|
||||
def test_add_image(self):
|
||||
t1 = Tensor.ones(16, 16, 1).reshape(16, 4, 4) + 3
|
||||
t2 = Tensor.ones(16, 16, 1).reshape(16, 4, 4) + 4
|
||||
t1.realize()
|
||||
t2.realize()
|
||||
t3 = t1 + t2
|
||||
t3.realize()
|
||||
np.testing.assert_array_equal(t3.numpy(), np.ones((16,4,4))*9)
|
||||
|
||||
def test_padded_conv(self):
|
||||
bs, in_chans, out_chans = 1,12,32
|
||||
tiny_conv = Conv2d(in_chans, out_chans, 3, bias=None, padding=1)
|
||||
tiny_dat = Tensor.ones(bs, 12, 64, 128)
|
||||
tiny_conv(tiny_dat).realize()
|
||||
|
||||
def test_op_conv(self):
|
||||
bs, in_chans, out_chans = 1,12,32
|
||||
tiny_conv = Conv2d(in_chans, out_chans, 3, bias=None, padding=1)
|
||||
tiny_dconv = Conv2d(out_chans, out_chans, 1, bias=None, padding=0)
|
||||
tiny_dat = Tensor.ones(bs, 12, 64, 128)
|
||||
p2 = tiny_conv(tiny_dat).relu()
|
||||
p2 = tiny_dconv(p2)
|
||||
p2.realize()
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
Reference in New Issue
Block a user