Alexey-Yazev commented on code in PR #13645:
URL: https://github.com/apache/tvm/pull/13645#discussion_r1067796699
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tests/python/contrib/test_ethosu/test_codegen.py:
##########
@@ -1109,6 +1109,77 @@ def leaky_relu_func(x):
)
+# conv2d + relu_n1_to_1 is used because separate activation is not offloaded
to NPU.
+def test_tflite_relu_n1_to_1():
+ np.random.seed(0)
+ accel_type = "ethos-u55-256"
+ ifm_shape = (1, 55, 34, 3)
+ kernel_shape = (3, 2)
+ strides = (1, 1)
+ padding = (1, 0, 1, 1)
+
+ @tf.function
+ def conv2d_relu_n1_to_1(x):
+ tf_strides = [1, strides[0], strides[1], 1]
+ op = tf.pad(
+ x,
+ [[0, 0], [padding[0], padding[2]], [padding[1], padding[3]], [0,
0]],
+ "CONSTANT",
+ )
Review Comment:
There is no specific reason, it can be removed.
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