_expand_mask
_expand_mask: 13 implementations from 13 papers ran on one shared input (census 2026-09-22, battery b986f7e04d79); they produced 2 distinct outputs.
Identical values to six decimals (the recorded digest) on the shared input are agreement on those inputs, not equivalence. Implementations are compared only within one bucket, the positional (rank, kind, dtype) of each array argument; the argument name is not part of the key because the harness draws the shared array from (rank, kind) and casts it to the dtype, whatever the name; each bucket's shared input is fixed by that key, so members of one bucket saw bitwise-identical inputs under their own scalar arguments. A cluster is the set of members whose recorded output digest is identical. Nothing here says which computation a paper's method intended, and nothing reproduces a paper's results.
Not compared, and not in the tables or the counts above:
- Every examined implementation of this name that took an array argument ran on the shared input.
- No implementation of this name ran on its own fixture arguments only: every one that ran took an array argument.
- Every compared output was digested.
Bucket 1 of 1: arg 1: rank 2, kind float, dtype float32
13 implementations from 13 papers share this bucket (rank, kind, dtype of each array argument, positional; each member's recorded signature, argument name included, is shown under it); 2 distinct outputs, largest cluster first. Values are the first 8 of the recorded output, flattened.
| Cluster (same digest to six decimals) | Members | Shared output on this bucket's input |
|---|---|---|
| 10 implementations 10 papers d484647ae241 recorded values identical |
M2PT/model/llava_archPT.py 0bac4ffb recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 src/ssvp_slt/modeling/sign_bart.py 24b08fbe recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 trol/arch_internlm2/modeling_trol.py 3794e953 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 MarT/models/modeling_clip.py 4b1fb3ae recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 code/model/deepresonance.py 61ecf291 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 model/prompt_clip.py 749dd08d recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 sven/model.py 775a8405 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 src/tag_llama.py a8522744 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 self_speculation/llama_model_utils.py fc6b3d6f recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 memformers/models/membart/modeling_membart.py ff8c2ca5 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=3 |
[-3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, …] shape [4, 1, 3, 8] · float32 · Tensor |
| 3 implementations 3 papers a01bbf2f1a25 recorded values identical |
multimodal_model/model_architecture.py 3f110f8f recorded mask:2/float/float32; dtype=torch.float32, tgt_len=None models/modeling_clip.py 93c68876 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=None model/Planner.py 9feb0283 recorded mask:2/float/float32; dtype=torch.float32, tgt_len=None |
[-3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, -3.40282e+38, …] shape [4, 1, 8, 8] · float32 · Tensor |
Identical values to six decimals (the recorded digest) on the shared input are agreement on those inputs, not equivalence; where a cluster's members carry recorded values, the largest difference among them is shown under the cluster. Paper titles are the archive's archive 2025-07-28 where the paper is in the archive and the graph's where it was added by Syntology; papers with no page here are shown by their recorded paper id only. A paper count above the implementation count means one implementation (one code sha) is held from several papers' repositories and counts once. Per-sample status, licence and fingerprint records for each paper are on its paper page. JSON twin: /census/expand-mask.json.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections