70cd436eb9
Extracted from lato.2_mrp_mlx. The same sparse module underlies LATO.2, Pixal3D and the rest of the TRELLIS.2 family, and all of them are blocked on Apple Silicon by the same single op - submanifold conv - so it belongs in one tested package rather than vendored per port. 13/13 tests: 7 for the conv against a hand-written reference (spconv is uninstallable here so there is no upstream oracle), 6 for the remaining layers against torch. SubMConv3d runs 13.8ms at 128^3/128ch on m3ultra, 5.9x faster than the obvious per-offset loop.
43 lines
879 B
JSON
43 lines
879 B
JSON
{
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"machine": {
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"host": "m4pro",
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"chip": "Apple M4 Pro",
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"ram_gb": 26,
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"mlx": "0.32.0"
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},
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"occupancy": 0.1,
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"rows": [
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{
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"res": 32,
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"channels": 64,
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"voxels": 3276,
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"imap_ms": 13.317167002242059,
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"conv_ms": 1.4369579730555415,
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"mvox_s": 2.2798161542845454
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},
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{
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"res": 64,
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"channels": 64,
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"voxels": 26214,
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"imap_ms": 25.363416003528982,
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"conv_ms": 3.218833007849753,
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"mvox_s": 8.143945316849939
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},
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{
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"res": 64,
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"channels": 128,
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"voxels": 26214,
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"imap_ms": 25.877792038954794,
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"conv_ms": 8.792624983470887,
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"mvox_s": 2.9813622267842965
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},
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{
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"res": 128,
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"channels": 128,
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"voxels": 209715,
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"imap_ms": 204.2026249691844,
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"conv_ms": 55.10258302092552,
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"mvox_s": 3.8059014387829975
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}
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]
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} |