Commit Graph

5 Commits

Author SHA1 Message Date
Jan Wassenberg 2bdf26d81d Support bf16 output of Matmul
Adds Stride to ConstMat, to support decompression of C output for test
matmul_test: add line numbers to output
Also ignore "N is not a multiple of nc" when N==nc
PiperOrigin-RevId: 731096662
2025-02-25 17:53:20 -08:00
Jan Wassenberg f9d93e4a42 Matmul rewrite: fp64 sums, hierarchical parallelization, cache-blocking, autotuning
Remove empty matmul_unit_test.
Up to 25 TFLOP/s on 2xZen4 for 512,3072,24576.

PiperOrigin-RevId: 729123576
2025-02-20 08:33:46 -08:00
Jan Wassenberg a60b564b88 Infra improvements (2)
ops.h: move CreateInvTimescale to allow calling without depending on gemma
Pass around MatMulEnv instead of pools to avoid re-creating the env
profiler.h can now be used outside SIMD code
allocator: add StepBytes and QuantumSteps
rename worker thread with package/cluster in the name
threading: add Visit* to IndexRange
PiperOrigin-RevId: 718766704
2025-01-23 01:55:19 -08:00
Jan Wassenberg c4398fc72d Infra improvements:
allocator: support mmap, fixed Bind, add padding
bench_matmul: Add PreventElision
BUILD: add ops_test build target
matmul.h: move ConstMat here; dynamic alloc of MatMulEnv
matmul_test: remove benchmarking
replace fprintf with HWY_WARN
threading.cc: support splitting large clusters (disabled); package_idx->pkg_idx, smaller IndexRangePartition
PiperOrigin-RevId: 717512274
2025-01-20 06:22:49 -08:00
Jan Wassenberg f74d496879 Threading/infra improvements.
* Add Parallelize*Range helpers and partitioning helpers
* Refactor Pinning class, store original affinity (required to construct another NestedPools after pinning happened)

Compress:
* prevent Compress printing stats in tests
* zero-pad tensors

Matmul:
* add matmul_unit_test (TODO) and bench_matmul
* matmul_test: change norm to row vectors (that is what is added) and include bf16 rounding error
* Prepare for L2/L3 retrieval
PiperOrigin-RevId: 700603811
2024-11-27 01:12:00 -08:00