codeislife99 commented on a change in pull request #7562:
URL: https://github.com/apache/tvm/pull/7562#discussion_r585911883
##########
File path: tests/python/frontend/tensorflow/test_forward.py
##########
@@ -2080,6 +2080,140 @@ def test_forward_sparse_reshape(
_test_sparse_reshape(sparse_indices_np, sparse_values_np, prev_shape_np,
new_shape_np, use_dyn)
+#######################################################################
+# Sparse SegmentSum
+# ------------
+
+
+def _test_sparse_segment_sum(data_np, indices_np, segment_ids_np,
num_segments, use_dyn=False):
+ with tf.Graph().as_default():
+ if use_dyn:
+ data = tf.placeholder(
+ shape=[None for _ in data_np.shape], dtype=data_np.dtype,
name="data"
+ )
+ indices = tf.placeholder(shape=[None], dtype=indices_np.dtype,
name="indices")
+ segment_ids = tf.placeholder(
+ shape=(None), dtype=segment_ids_np.dtype, name="segment_ids"
+ )
+ else:
+ data = tf.placeholder(shape=data_np.shape, dtype=data_np.dtype,
name="data")
+ indices = tf.placeholder(shape=indices_np.shape,
dtype=indices_np.dtype, name="indices")
+ segment_ids = tf.placeholder(
+ shape=segment_ids_np.shape, dtype=segment_ids_np.dtype,
name="segment_ids"
+ )
+
+ _ = tf.sparse.segment_sum(
+ data, indices, segment_ids, num_segments=num_segments,
name="sparse_segment_sum"
+ )
+ compare_tf_with_tvm(
+ [data_np, indices_np, segment_ids_np],
+ [data.name, indices.name, segment_ids.name],
+ ["sparse_segment_sum:0"],
+ mode="vm",
+ )
+
+
[email protected](
+ "data_np, indices_np, segment_ids_np, num_segments",
Review comment:
Done.
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