Register Shape Func for Some Operators to Handle Dynamic Shapes #5955
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Register the shape function for `floor` operator. Otherwise, a bug will happen when input of floor is any.
lsy643
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lsy643
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icemelon
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Jul 10, 2020
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@icemelon9 I have added test case for And there is something I may need to illustrate further. According to the |
icemelon
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Jul 13, 2020
icemelon
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Jul 20, 2020
icemelon
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Jul 22, 2020
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Thanks @lsy643 |
trevor-m
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Aug 26, 2020
…he#5955) * Register Shape Func for Floor Operator Register the shape function for `floor` operator. Otherwise, a bug will happen when input of floor is any. * Register shape func for log * add shape function for crop_and_size * change import location * add mirror_pad shape function * add test cases for crop_and_resize and mirror_pad shape funcs * support different layout * fix pylint error * fix pylint error * add test for nchw layout * block nchw test * test for nchw * use tvm.testing.assert_allclose instead Co-authored-by: lisiyuan <lisiyuan@nucflow>
trevor-m
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Aug 26, 2020
…he#5955) * Register Shape Func for Floor Operator Register the shape function for `floor` operator. Otherwise, a bug will happen when input of floor is any. * Register shape func for log * add shape function for crop_and_size * change import location * add mirror_pad shape function * add test cases for crop_and_resize and mirror_pad shape funcs * support different layout * fix pylint error * fix pylint error * add test for nchw layout * block nchw test * test for nchw * use tvm.testing.assert_allclose instead Co-authored-by: lisiyuan <lisiyuan@nucflow>
trevor-m
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Sep 2, 2020
…he#5955) * Register Shape Func for Floor Operator Register the shape function for `floor` operator. Otherwise, a bug will happen when input of floor is any. * Register shape func for log * add shape function for crop_and_size * change import location * add mirror_pad shape function * add test cases for crop_and_resize and mirror_pad shape funcs * support different layout * fix pylint error * fix pylint error * add test for nchw layout * block nchw test * test for nchw * use tvm.testing.assert_allclose instead Co-authored-by: lisiyuan <lisiyuan@nucflow>
trevor-m
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Sep 3, 2020
…he#5955) * Register Shape Func for Floor Operator Register the shape function for `floor` operator. Otherwise, a bug will happen when input of floor is any. * Register shape func for log * add shape function for crop_and_size * change import location * add mirror_pad shape function * add test cases for crop_and_resize and mirror_pad shape funcs * support different layout * fix pylint error * fix pylint error * add test for nchw layout * block nchw test * test for nchw * use tvm.testing.assert_allclose instead Co-authored-by: lisiyuan <lisiyuan@nucflow>
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In order to deal with dynamic shapes occurs when compiling a object detection model like Faster Rcnn, many operators need shape functions for ManifestAlloc pass.
Several shape functions have been created or registered: