[ETHOSN] Apply FoldConstant before NPU partitioning #13848
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Introduced FoldConstant before NPU partitioning. Added a qnn.add test where both inputs are constants. Updated the number of operators remaining in the host code for ssd_mobilenet_v1 as the FoldConstant reduces the number of operators. Change-Id: I618c4a1b207b398106f6842322102cf94276e524
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lhutton1
approved these changes
Jan 26, 2023
| @@ -218,6 +218,6 @@ def test_ssd_mobilenet_v1(): | |||
| input_dict={"normalized_input_image_tensor": (1, 300, 300, 3)}, | |||
| compile_hash=_compile_hash, | |||
| output_count=4, | |||
| host_ops=26, | |||
| host_ops=14, | |||
| else: | ||
| a = relay.var("a", shape=lhs_shape, dtype=dtype) | ||
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|
||
| if rhs_is_constant: | ||
| b_data = np.array(constant_data, dtype=dtype).reshape(rhs_shape) | ||
| np.random.randint(data_min, data_max + 1, size=rhs_shape, dtype=dtype) |
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Thanks for fixing this - looks much better!
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Thanks @ashutosh-arm! |
fzi-peccia
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Mar 27, 2023
Introduced FoldConstant before NPU partitioning. Added a qnn.add test where both inputs are constants. Updated the number of operators remaining in the host code for ssd_mobilenet_v1 as the FoldConstant reduces the number of operators.
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Introduced FoldConstant before NPU partitioning. Added a qnn.add test where both inputs are constants. Updated the number of operators remaining in the host code for ssd_mobilenet_v1 as the FoldConstant reduces the number of operators.
cc @lhutton1