90800b5aa5
* vulkan: allow using fp16 in scalar flash attention shader * split rows inside of subgroups for faster synchronization * use row_split when Br >= 4, change reductions to use shared memory if row_split == 1 * use f32 scalar FA if f16 is not supported by device * fix amd workgroup size issue * optimize masksh use * add medium rows FA shader Br size * fixes * add padding to mask shmem buffer * cache q values into registers for KQ * fuse lf accumulation, pf and v accumulation into a loop * stage K loads through shmem * stage V loads through shmem * only stage through shmem on Nvidia * default to Bc 32 * also stage V through shmem when this is done for K * dynamic subgroups for intel * use vectorized stores * use float_type for dequantize4 functions * use smaller scalar rows size for smaller rows count * relax flash attention split_k condition to allow non-gqa use * use minimal subgroup size on Intel * fix shmem support function * fix rebase issues * fixes * Bc 4 for scalar FA is not a valid configuration * Use wave32 on AMD RDNA for scalar FA * add Intel shader core count lookup-table * fix regressions * device tuning * tmpsh size fix * fix editorconfig * refactor fa tuning logic into a single place * fix gqa opt logic * fix block_rows with small n_rows * amd tuning * fix hsk=72/80 issue * tuning * allow condition skipping for column check * use float16 for Of if available * address feedback * fix bad RDNA performance on head size <= 128 by limiting occupancy * allow printing pipeline stats * cleanup and fixes * limit occupancy for GCN for small batch FA with large HSK * disable f16 FA for GCN AMD GPUs on the proprietary driver |
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| cmake | ||
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| .gitignore | ||
| CMakeLists.txt | ||