tkonolige commented on code in PR #11936:
URL: https://github.com/apache/tvm/pull/11936#discussion_r919453757
##########
tests/python/topi/python/test_topi_conv2d_nhwc.py:
##########
@@ -95,5 +95,34 @@ def test_conv2d_nhwc(target, dev, ref_data, dtype, stride,
padding, dilation):
tvm.testing.assert_allclose(b.numpy(), b_np, rtol=1e-5)
+def test_conv2d_explicit_layout(
+ dtype, batch, in_channel, in_size, num_filter, kernel, stride, padding,
dilation
+):
+ in_height = in_width = in_size
+ a_shape = (batch, in_height, in_width, in_channel)
+ w_shape = (kernel, kernel, in_channel, num_filter)
+
+ A = te.placeholder(a_shape, name="A", dtype=dtype)
+ W = te.placeholder(w_shape, name="W", dtype=dtype)
+
+ topi.testing.check_compute_definition_equivalent(
+ [
+ A,
+ W,
+ topi.nn.conv2d(
+ A,
+ W,
+ stride,
+ padding,
+ dilation,
+ data_layout="NHWC",
+ kernel_layout="HWIO",
+ out_dtype="float32",
+ ),
+ ],
+ [A, W, topi.nn.conv2d_nhwc(A, W, stride, padding, dilation,
"float32")],
Review Comment:
`topi.nn.conv2d_nhwc` just calls `topi.nn.conv2d` under the hood, so this
test isn't really checking anything.
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]
