siju-samuel commented on a change in pull request #5041: [TFLITE]DepthToSpace
and SpaceToDepth support
URL: https://github.com/apache/incubator-tvm/pull/5041#discussion_r391604830
##########
File path: tests/python/frontend/tflite/test_forward.py
##########
@@ -1420,6 +1420,43 @@ def test_forward_prelu():
_test_prelu(np.random.uniform(-5, 5, size=(1, 32, 32,
3)).astype("float32"), np.full((3,), 0.2, dtype="float32"))
_test_prelu(np.random.uniform(-5, 5, size=(1, 32, 32,
3)).astype("float32"), np.full((1, 1, 3), 0.2, dtype="float32"))
+#######################################################################
+# DepthToSpace
+# ------------
+
+def _test_depthtospace(data, block_size):
+ """ One iteration of depth_to_space operation with given data and block
size """
+
+ with tf.Graph().as_default():
+ in_data = array_ops.placeholder(shape=data.shape, dtype=data.dtype)
+ out = array_ops.depth_to_space(in_data, block_size)
+ compare_tflite_with_tvm(data, 'Placeholder:0', [in_data], [out])
+
+
+def test_forward_depthtospace():
+ if package_version.parse(tf.VERSION) >= package_version.parse('1.15.0'):
+ _test_depthtospace(np.random.normal(size=[1, 32, 32,
4]).astype("float32"), 2)
+ _test_depthtospace(np.random.normal(size=[1, 16, 8,
32]).astype("float32"), 4)
+
+#######################################################################
+# SpaceToDepth
+# ------------
+
+def _test_spacetodepth(data, block_size):
+ """ One iteration of space_to_depth operation with given data and block
size """
+
+ with tf.Graph().as_default():
+ in_data = array_ops.placeholder(shape=data.shape, dtype=data.dtype)
+ out = array_ops.space_to_depth(in_data, block_size)
+ compare_tflite_with_tvm(data, 'Placeholder:0', [in_data], [out])
+
+
+
+def test_forward_spacetodepth():
+ if package_version.parse(tf.VERSION) >= package_version.parse('1.14.0'):
Review comment:
This is not needed, updated. Thanks
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