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Multiple GPU Kernels Failing Numerical Validation #37

Description

@ThrudPrimrose

Return types are missing from transformed SDFGs.

***** Testing DaCe GPU with resnet on the S dataset *****
NumPy - default - validation: 9ms
DaCe GPU - fusion - first/validation: 15ms
Relative error: 2.151033639907837
DaCe GPU - fusion did not validate!
DaCe GPU - fusion - median: 7ms
DaCe GPU - parallel - first/validation: 14ms
Relative error: 11.472099304199219
DaCe GPU - parallel did not validate!
DaCe GPU - parallel - median: 7ms
DaCe GPU - auto_opt - first/validation: 10ms
Relative error: 517.4666748046875
DaCe GPU - auto_opt did not validate!
DaCe GPU - auto_opt - median: 6ms
***** Testing DaCe GPU with nbody on the S dataset *****
NumPy - default - validation: 5ms
DaCe GPU - fusion - first/validation: 139ms
Relative error: 1.0
Relative error: 0.6619289166520302
DaCe GPU - fusion did not validate!
DaCe GPU - fusion - median: 111ms
DaCe GPU - parallel - first/validation: 111ms
Relative error: 1.0
Relative error: 0.6619289166520302
DaCe GPU - parallel did not validate!
DaCe GPU - parallel - median: 110ms
DaCe GPU - auto_opt - first/validation: 110ms
Relative error: 1.0
Relative error: 1.821598146300465
DaCe GPU - auto_opt did not validate!
DaCe GPU - auto_opt - median: 108ms
***** Testing DaCe GPU with contour_integral on the S dataset *****
NumPy - default - validation: 152ms
DaCe GPU - fusion - first/validation: 49ms
Relative error: 1.437445513506261
Relative error: 0.842019595369581
DaCe GPU - fusion did not validate!
DaCe GPU - fusion - median: 13ms
DaCe GPU - parallel - first/validation: 15ms
Relative error: 1.437445513506261
Relative error: 0.842019595369581
DaCe GPU - parallel did not validate!
DaCe GPU - parallel - median: 10ms
DaCe GPU - auto_opt - first/validation: 12ms
Relative error: 1.437445513506261
Relative error: 0.842019595369581
DaCe GPU - auto_opt did not validate!
DaCe GPU - auto_opt - median: 10ms

TODO, More details.

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