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Filter out operators we cannot test correctness for #105

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Merged
merged 3 commits into from
Aug 22, 2025
Merged

Filter out operators we cannot test correctness for #105

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46cf91d
Filter out operators we cannot test correctness for
PaliC Aug 21, 2025
f8509f7
fix wording
PaliC Aug 21, 2025
b736062
fix wording
PaliC Aug 21, 2025
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13 changes: 13 additions & 0 deletions BackendBench/scripts/dataset_filters.py
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Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,13 @@
"_fft_c2c.default", # cuFFT only supports dimensions whose sizes are powers of two when computing in half precision
]

UNTESTABLE_OPERATORS = [
"empty_like", # We can check using metadata
"new_empty", # We can check using metadata
"new_empty_strided", # We can check using metadata
"bernoulli", # We can write a custom test to verify this one (albeit not the randomness)
]


def apply_skip_ops_filter(ops):
for op in ops:
Expand All @@ -28,6 +35,12 @@ def apply_skip_ops_filter(ops):
op["why_excluded"].append("We cannot run this op on backendbench yet")
op["runnable"] = False

if any(skip_op in op["op_name"] for skip_op in UNTESTABLE_OPERATORS):
op["included_in_benchmark"] = False
op["why_excluded"].append(
"BackendBench does not support correctness testing for this op yet"
)

if op["is_synthetic"]:
op["included_in_benchmark"] = False
op["why_excluded"].append(
Expand Down