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[CUDA][onnx-frontend]add deformconv2d converter #17268

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AIYoungcino
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When compiling and running inference for the Bevformer network using TVM, I encountered an error stating that DeformConv2d is not supported. Although I have added support for DeformConv2d, I am open to other suggestions or recommendations. Please feel free to share your insights.

@AIYoungcino
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with
Input: img, Shape: [1, 6, 3, 736, 1280], Data Type: 1
Input: ref_2d, Shape: [1, 22500, 1, 2], Data Type: 1
Input: indexes_3541, Shape: [1, 3541], Data Type: 7
Input: indexes_4256, Shape: [1, 4256], Data Type: 7
Input: indexes_4265, Shape: [1, 4265], Data Type: 7
Input: indexes_5444, Shape: [1, 5444], Data Type: 7
Input: indexes_4043, Shape: [1, 4043], Data Type: 7
Input: indexes_4110, Shape: [1, 4110], Data Type: 7
Input: reference_points_rebatch, Shape: [1, 6, 5444, 4, 2], Data Type: 1
Input: count, Shape: [1, 22500], Data Type: 1
Input: shift, Shape: [1, 2], Data Type: 1
Input: can_bus, Shape: [1, 18], Data Type: 1
Input: prev_bev, Shape: [1, 22500, 256], Data Type: 1
Output: bev_embed, Data Type: 1
Output: all_cls_scores, Data Type: 1
Output: all_bbox_preds, Data Type: 1

Execution time summary on bevformer_small:
mean (ms) median (ms) max (ms) min (ms) std (ms)
43680.2000 43684.3969 43686.0125 43670.1906 7.1084

@tqchen
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tqchen commented Aug 12, 2024

We are moving toward relax as the new graph IR and relay is mostly in legacy maintaining mode, would be good to see if we can add relax support

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