Hansung Kim
0534e5d1f6
sgemm_tcore: Fix addr gen for GMEM->SMEM for M-major A
...
This fixes correctness for TRANSPOSE_AT_PRODUCE/COLUMN=0/0, provided the
matrices are already stored in the correct layout in GMEM.
2024-08-14 15:35:35 -07:00
Hansung Kim
409424b032
sgemm_tcore: Fix fp16 addr gen in vx_wmma_load
2024-08-14 13:48:03 -07:00
Hansung Kim
95e3e96c6c
tensor: Change B in-memory layout to column-major
2024-08-12 15:22:07 -07:00
Hansung Kim
88cddc2b66
sgemm_tcore: Support data move for fp16-packed elements
...
Since core does not support memory accesses to non-word-aligned
addresses, pack fp16 elements in pairs into fp32 values, and do regular
tile movement with conditionally compressed column dimensions.
Perf seems to stay the same for fp32 256x256.
2024-07-30 21:43:10 -07:00
Hansung Kim
7f26548724
sgemm_tcore: Fix mem addr stride to 4
...
Otherwise incurs misaligned accesses not supported in lsu.
2024-07-30 14:06:46 -07:00
Hansung Kim
5d5a6fbad2
sgemm_tcore: Template-ize kernel code
2024-07-29 20:11:51 -07:00
Hansung Kim
1f844fa9e9
Set BM==BN==64, update doc
2024-07-19 16:37:15 -07:00
Hansung Kim
50b843d8c4
sgemm_tcore: Fix address overlap for DMA
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Enforce square shapes of tiles in smem. TODO need to configure loop
bounds correctly.
2024-06-18 15:06:07 -07:00
Hansung Kim
ce4f3a24e3
sgemm_tcore: Replace hardcoded NUM_LANES with NUM_THREADS
2024-06-12 21:01:37 -07:00
Hansung Kim
635da96154
sgemm_tcore: Constify smem pointer for wmma_load
2024-06-12 13:36:29 -07:00
Hansung Kim
32e31c51a4
sgemm_tcore: Blocksize 64; Fix kernel launch on larger dim
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& fix addrgen assembly too large offset error
2024-06-11 22:27:12 -07:00
Hansung Kim
03d1df8f53
sgemm_tcore: Separate transpose control on AS read/write
...
Make separate control flags on transposed AS read/write to make it easy
to model bank-conflict-free GMEM _and_ SMEM access.
2024-06-11 21:16:23 -07:00
Hansung Kim
9febfb9bdc
sgemm_tcore: Move global_dmem_load back to kernel.cpp
2024-06-11 20:12:30 -07:00
Hansung Kim
ca7fd84a83
sgemm_tcore: Split util functions to a header file
2024-06-11 19:06:22 -07:00
