kevinthesun commented on a change in pull request #6509:
URL: https://github.com/apache/incubator-tvm/pull/6509#discussion_r490587838
##########
File path: tests/python/relay/test_any.py
##########
@@ -423,6 +424,48 @@ def test_any_reshape_like():
check_result([data_np, shape_like_np], mod, shape_like_np.shape,
assert_shape=True)
+def verify_any_conv2d(
+ data_shape,
+ kernel_shape,
+ strides,
+ padding,
+ dilation,
+ static_data_shape,
+ ref_out_shape,
+):
+ mod = tvm.IRModule()
+ dtype = "float32"
+ data = relay.var("data", shape=data_shape, dtype=dtype)
+ kernel = relay.var("kernel", shape=kernel_shape, dtype=dtype)
+ y = relay.nn.conv2d(data, kernel, strides, padding, dilation,
kernel_size=kernel_shape[2:4])
+ mod["main"] = relay.Function([data, kernel], y)
+ data_np = np.random.uniform(size=static_data_shape).astype(dtype)
+ kernel_np = np.random.uniform(size=kernel_shape).astype(dtype)
+ check_result([data_np, kernel_np], mod, ref_out_shape, assert_shape=True)
+
+
+# TODO(@kevinthesun): Support dynamic input height and width.
Review comment:
I think gpu also requires some changes for this. We can do that in a
seperate PR and I'll add a TODO here.
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