ONNX Backend test crashes

migraphx-benchmark / AMDMIGraphX

AMD's graph optimization engine.

https://rocmsoftwareplatform.github.io/AMDMIGraphX/doc/html/

MIT License

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ONNX Backend test crashes #180

Closed attila-dusnoki-htec closed 2 months ago

attila-dusnoki-htec commented 3 months ago

The following tests are crashing:

[ ] test_resize_downsample_scales_nearest_cpu
[ ] test_resize_upsample_scales_nearest_cpu
[ ] test_resize_upsample_sizes_nearest_cpu
[ ] test_resize_downsample_sizes_nearest
[ ] test_resize_upsample_sizes_nearest_floor_align_corners_cpu
[ ] test_resize_upsample_sizes_nearest_round_prefer_ceil_asymmetric_cpu
[ ] test_resize_upsample_sizes_nearest_ceil_half_pixel_cpu
[ ] test_unique_not_sorted_without_axis_cpu
[ ] test_unique_sorted_with_axis_cpu
[ ] test_unique_sorted_without_axis_cpu

nives-vukovic commented 3 months ago

Unique operator test crashes listed in the issue occur due to output being a dynamic shape.

Two remaining backend tests _test_unique_sorted_with_negative_axiscpu and _test_unique_sorted_with_axis_3dcpu currently return an error because the operator only supports axis = 0 or None. They would also return a dynamic shape and crash if all axis values are supported.

nives-vukovic commented 3 months ago

Resize operator test crashes listed in the issue occur due to output being a dynamic shape.

Remaining tests currently return an error because some attribute values are not supported. They would also return a dynamic shape and crash if those features are supported. There are some cases when operator can return a non-dynamic shape, but it seems python backend tests all have a dynamic shape output.