diff --git a/testdata/dnn/tensorflow/generate_tf_models.py b/testdata/dnn/tensorflow/generate_tf_models.py
index 1d933d006..8ef276956 100644
--- a/testdata/dnn/tensorflow/generate_tf_models.py
+++ b/testdata/dnn/tensorflow/generate_tf_models.py
@@ -579,6 +579,14 @@ def keras_relu6(x):
 reduced = tf.reduce_sum(inp, axis=[2], keepdims=False)
 save(inp, reduced, 'sum_pool_by_axis')
 ################################################################################
+inp = tf.placeholder(tf.float32, [1, 4, 2, 3], 'input')
+out = tf.math.reduce_sum(inp, axis=-1)
+save(inp, out, 'reduce_sum_channel')
+################################################################################
+inp = tf.placeholder(tf.float32, [1, 4, 2, 3], 'input')
+out = tf.math.reduce_sum(inp, axis=-1, keep_dims=True)
+save(inp, out, ('reduce_sum_channel', 'keep_dims'), is_gen_data=False)
+################################################################################
 inp = tf.placeholder(tf.float32, [2, 3, 4, 5], 'input')
 pool = tf.layers.average_pooling2d(inp, pool_size=1, strides=1, padding='SAME')
 l2norm = tf.nn.l2_normalize(pool, axis=-1)
diff --git a/testdata/dnn/tensorflow/reduce_sum_channel_in.npy b/testdata/dnn/tensorflow/reduce_sum_channel_in.npy
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index 000000000..e47f17abc
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diff --git a/testdata/dnn/tensorflow/reduce_sum_channel_keep_dims_net.pb b/testdata/dnn/tensorflow/reduce_sum_channel_keep_dims_net.pb
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diff --git a/testdata/dnn/tensorflow/reduce_sum_channel_keep_dims_out.npy b/testdata/dnn/tensorflow/reduce_sum_channel_keep_dims_out.npy
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index 000000000..a933456ee
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diff --git a/testdata/dnn/tensorflow/reduce_sum_channel_net.pb b/testdata/dnn/tensorflow/reduce_sum_channel_net.pb
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diff --git a/testdata/dnn/tensorflow/reduce_sum_channel_out.npy b/testdata/dnn/tensorflow/reduce_sum_channel_out.npy
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index 000000000..62646e1ec
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