[CK] Refactor GPU verification kernel to gather error stats on GPU#3551
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…3551) * Refactor GPU verification kernel to gather erorr stats on GPU * Check if result is all zero * non-negative error count doesn't need custom Atomics * Remove unnecessary AtomicMaxFloat function * Simpler warp reduction, remove passed flag * Move verification header to include * Fix header path in test * Fix block reduction loop
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Proposed changes
Refactors the GPU verification to not exit early on errors, instead gathering all errors and returning a struct with error stats.
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There is some slowdown for large tensors with very large number of errors (tested by setting reference tensor to 0 in
test_grouped_convnd_fwd). An initial implementation did not perform error statistic reduction in LDS, instead using atomic instructions for each error, this was extremely slow so the added complexity of LDS reduction is necessary.