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
876 B
JSON
43 lines
876 B
JSON
{
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"machine": {
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"host": "ultra",
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"chip": "Apple M1 Ultra",
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"ram_gb": 137,
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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": 5.284500017296523,
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"conv_ms": 2.137709001544863,
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"mvox_s": 1.532481735181227
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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": 39.58837501704693,
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"conv_ms": 3.456457983702421,
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"mvox_s": 7.584064416116698
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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": 38.462458993308246,
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"conv_ms": 4.72516700392589,
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"mvox_s": 5.547740424459111
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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": 349.49354198761284,
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"conv_ms": 39.74312503123656,
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"mvox_s": 5.276761699920983
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}
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]
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} |