Compare commits

...
383 Commits
Author SHA1 Message Date
geohot a29986f074 small changes and test fixes from kernel is call 2026-02-06 16:08:02 +08:00
George HotzandGitHub 3c26ce29b2 make disk tensor tests process safe (#14584) 2026-02-06 15:39:55 +08:00
qazalandGitHub cf73d7e2a7 hotfix: disable slower asm gemm shape from llama seqlen 8192 (#14582) 2026-02-06 15:05:19 +09:00
qazalandGitHub be77873974 llama: contig backward for wk / wv matmul backward (#14581) 2026-02-06 14:54:00 +09:00
chenyuandGitHub 15d3344d9e use int inputs in test_assign (#14580)
int is less flaky
2026-02-06 00:07:31 -05:00
qazalandGitHub 50a166a5fa viz: cleanup amdgpu target mapping (#14579)
* viz: cleanup amdgpu target mapping

* linter

* unwraps
2026-02-06 13:51:51 +09:00
chenyuandGitHub b09dc646f5 revert some late_buffer_view change (#14578)
revert #14478 which breaks tinyfs
2026-02-05 22:51:40 -05:00
chenyuandGitHub d41836f135 remove KERNEL special case in realize_assign [pr] (#14573) 2026-02-05 21:55:44 -05:00
George HotzandGitHub 6cbcf98627 KernelInfo is required on get_program (#14571)
* rangeify always adds KernelInfo

* fix tests

* skip flaky test
2026-02-06 10:49:27 +08:00
George HotzandGitHub 28c56a783c add CallInfo and viz call toggle (#14570) 2026-02-06 09:30:58 +08:00
wozeparrotandGitHub f73468d516 fa: block skipping for fa kv bwd (#14569) 2026-02-05 16:13:53 -08:00
chenyuandGitHub b7ef775677 more cleanup in create_schedule [pr] (#14566)
fixed wrong comments and simplified queue building
2026-02-05 16:12:17 -05:00
Garret CastroandGitHub cee7ef7ab2 disable threads (#14555) 2026-02-05 16:11:32 -05:00
chenyuandGitHub 79b7799dba clean up linearize schedule [pr] (#14565)
* clean up linearize schedule [pr]

don't mix ScheduleItem and UOp in schedule queue

* ok
2026-02-05 15:24:09 -05:00
chenyuandGitHub 41a179f542 fix test_xlm_roberta_large (#14564)
onnxruntime does not allow symlink that's outside model dir. update snapshot_download to use local_dir instead of cache_dir. some ad hoc migration step to copy the existing model too
2026-02-05 14:56:06 -05:00
sirhcmandGitHub aa9dc50577 dtype decomps don't require bitshifts (#14542)
* dtype decomps don't require bitshifts

* simplify shr/shl

* ruff
2026-02-05 14:42:30 -05:00
sirhcmandGitHub b47397ab17 list ml_dtypes as dependency for DSP (#14562)
* pin onnxruntime to 1.23.2 for DSP

* list ml_dtypes instead

This reverts commit 84bb2cc0fc.
2026-02-05 14:27:50 -05:00
chenyuandGitHub 2b47a9a1b5 skip test_xlm_roberta_large (#14563)
symlink model not allowed in latest onnxruntime
2026-02-05 14:00:24 -05:00
chenyuandGitHub 42c18da88a add Ops asserts in toposort sched_sink [pr] (#14561)
more explicit
2026-02-05 12:40:02 -05:00
nimlgenandGitHub 483bba4f05 nv: use prof_exec_counter (#14559) 2026-02-05 19:00:14 +03:00
qazalandGitHub 190042358f llama: faster bf16 matmul / rope backward (#14558) 2026-02-05 23:57:25 +09:00
b398335f62 assembly/amd: fix saturation in python remu (#14557)
* PYTHONREMU: failing test for V_SUB_NC_U32_E64 clamp

* fix saturation in PYTHON_REMU

* simpler

* more tests, less lines

---------

Co-authored-by: Christopher Milan <[email protected]>
2026-02-05 18:35:57 +08:00
wozeparrotandGitHub c1ea6687e5 fa: simpler is faster (#14548) 2026-02-05 01:13:17 -08:00
43e7eda4e7 grad_b uses custom gemm (#14550)
* grad_b uses custom gemm

* fix multi backward, acc is in float32

* test_gemm_batched

* square gemm

---------

Co-authored-by: qazal <[email protected]>
Co-authored-by: qazal <[email protected]>
2026-02-05 15:22:27 +09:00
qazalandGitHub f9cfb64cd9 test asm_gemm in CI (#14551)
* test asm_gemm in CI

* default float16

* use a smaller shape for multi

* smaller size

* smaller for CI

* smaller for ci

* need half
2026-02-05 13:32:22 +09:00
chenyuandGitHub c0ca7f9c51 use more UOp.sum and UOp.prod [pr] (#14549) 2026-02-04 22:05:20 -05:00
chenyuandGitHub e8dace41b6 clean up UOp.vars [pr] (#14547) 2026-02-04 20:52:25 -05:00
sirhcmandGitHub 232848d086 PYTHONREMU: VOP3P integer operations with constants don't cast to fp16 (#14546)
* PYTHONREMU: VOP3P integer operations with constants don't cast to fp16

* put that back

* cleaner

* do that once
2026-02-04 20:10:59 -05:00
wozeparrotandGitHub 2966619834 feat: llama uses enable_gqa during training (#14545) 2026-02-04 16:22:31 -08:00
chenyuandGitHub 664f1bf76d minor ops/jit cleanups [pr] (#14543) 2026-02-04 17:21:34 -05:00
chenyuandGitHub 03d0fa9c3f merge as_buf into buf_uop [pr] (#14541) 2026-02-04 16:32:23 -05:00
chenyuandGitHub 43ef24a8af remove buf_target [pr] (#14540)
not really needed
2026-02-04 15:03:47 -05:00
chenyuandGitHub 8b7343b950 clean up is_realized [pr] (#14538)
base cannot be Ops.MULTI since MULTI is a view now
2026-02-04 14:24:10 -05:00
sirhcmandGitHub 5338ce6b74 test S_PACK in extra/assembly/amd/test/hw (#14537)
* S_PACK_LL_B32_B16 in test/hw

* add rest of S_PACK instructions
2026-02-04 14:17:16 -05:00
chenyuandGitHub 9052db678f remove allow_shape_mismatch in Tensor.replace (#14536)
move all logic to torch_backend and not hacking Tensor method
2026-02-04 12:38:18 -05:00
nimlgenandGitHub ec2b6bbda8 hcq: update signal logic (#14531) 2026-02-04 19:32:56 +03:00
nimlgenandGitHub 62786d488a am: mi3xx perf (#14529) 2026-02-04 19:32:43 +03:00
chenyuandGitHub d57d24c7d4 Buffer.as_buffer -> Buffer.as_memoryview [pr] (#14535)
it casts to memoryview. also inline the as_typed_buffer checks to Tensor._data
2026-02-04 11:31:11 -05:00
chenyuandGitHub 024f57ecf5 jit input_buffers cleanup [pr] (#14532) 2026-02-04 10:14:38 -05:00
chenyuandGitHub 67f91e897b UOp.is_contiguous -> UOp.has_buffer_identity [pr] (#14530)
one more confusing buffer related method, but it's definitely not is_contiguous
2026-02-04 09:21:26 -05:00
George HotzandGitHub fb9df1e031 pretty print binary (#14520) 2026-02-04 18:04:35 +08:00
sirhcmandGitHub 8c3c026d86 decomp float16 to float32 (#14417)
* decomp float16 to float32

* denormals arent zero

* add test

* denormals are zero

* fix

* oops

* bitcast works

* fix LOADs

* test_dtype passing

* cleanup

* mypy

* debug print

* only emulate if EMULATED

* very ugly, but passes spec

* add test_dtype_alu tests

* Revert "very ugly, but passes spec"

This reverts commit fdc3999b654d630678bf208927ab2f55e026b4ca.

* bottom up decompositions

* that should have symbolic

* simplify a bit

* SPEC really works

* run with DEBUG

* debug=4

* rm debug
2026-02-04 01:37:47 -05:00
sirhcmandGitHub ecbce5269e PYTHONREMU properly supports S_PACK_LL_B32_B16 (#14527)
* PYTHONREMU properly supports S_PACK_LL_B32_B16

* default
2026-02-03 23:45:33 -05:00
wozeparrotandGitHub 720c9597a9 feat: llama uses is_causal on sdpa during training (#14528) 2026-02-03 20:24:30 -08:00
chenyuandGitHub 9c2fc118ef relax setitem target check (#14526)
old check was too conservative
2026-02-03 22:32:49 -05:00
qazalandGitHub d1bfbe9ce3 isolate slow llama gemm (#14525) 2026-02-04 12:20:10 +09:00
nimlgenandGitHub 2f55005ad9 qcom: sync cpu cache when from_blob (#14518)
* um

* fx

* d

* x

* x

* x

* x

* f

* ren
2026-02-03 21:51:03 +03:00
chenyuandGitHub ee9d6a1f36 remove DEFINE_VAR in to_define_global [pr] (#14522)
not needed
2026-02-03 10:12:33 -05:00
Nino RisteskiandGitHub af4c74bb41 delete extra cast (#14517) 2026-02-03 08:29:04 -05:00
chenyuandGitHub 9d1e9e643e removed a duplicated remove_bufferize rule [pr] (#14519) 2026-02-03 08:28:07 -05:00
George HotzandGitHub d59e6e7a37 move more tests to test/null, split some existing ones (#14512)
* move more tests to test/null, split some existing ones

* null work

* null work

* move more

* fixes

* move PIL

* PIL in CLIP

* don't move that
2026-02-03 20:20:20 +08:00
qazalandGitHub a98c53769a ASM_GEMM=1 runs the UOp gemm on non cdna (#14516)
* ASM_GEMM=1 runs the UOp gemm on non cdna

tests run on mac in 3 seconds

* min diff
2026-02-03 20:42:02 +09:00
qazalandGitHub 5c1d21349e viz: profiler command line tool (#14515) 2026-02-03 19:51:25 +09:00
George HotzandGitHub dd2de4f838 rename all DEFINE_GLOBAL to PARAM (#14511) 2026-02-03 15:09:38 +08:00
George HotzandGitHub dc77b3318b move files that pass with NULL=1 to test/null (#14508)
* move files that pass with NULL=1 to test/null

* fix windows

* cpu 0

* bugfix + durations
2026-02-03 13:52:36 +08:00
George HotzandGitHub 888819ee09 call autodiff gradient (#14510) 2026-02-03 13:51:02 +08:00
wozeparrotandGitHub bbcd3d67a3 fa: faster (#14453) 2026-02-02 21:34:17 -08:00
sirhcmandGitHub e579613b90 IR3 has aux (#14509) 2026-02-02 23:46:41 -05:00
George HotzandGitHub 85c7b23160 add pytest -nauto to benchmark for mac (#14458)
* add pytest -nauto to benchmark

* 3 minute timeout

* 3 min

* setup env

* comment

* fresh db

* in the pyenv
2026-02-03 12:26:09 +08:00
sirhcmandGitHub a5d7eb37db IR3 works on versions earlier than 3.14 (#14507) 2026-02-02 23:10:19 -05:00
George HotzandGitHub 33c886cafa disable copyout on NULL backend by default (#14506)
* disable copyout on NULL backend

* gate it

* allow copyout on some tests
2026-02-03 11:57:47 +08:00
chenyuandGitHub 3c5845e8a5 remove cut_store_range (#14505)
special scheduling for CPU
2026-02-02 21:58:36 -05:00
chenyuandGitHub 4f2e7aed24 fix multiple REDUCE on same RANGE (#14504)
each RANGE maps to one END, but reduce_to_acc is local and would not know this
2026-02-02 20:42:09 -05:00
chenyuandGitHub 93c41a78fa clean up NOOP [pr] (#14503)
should not be used as a COPY, started with removing from ALWAYS_RUN_OPS
2026-02-02 19:46:45 -05:00
chenyuandGitHub 66d2b02f11 delete files that depends on extra.optimization.helpers (#14499) 2026-02-02 13:33:33 -05:00
George HotzandGitHub ec0398fceb test amd gpu crashes (#14459)
* test amd gpu crashes

* cleanup

* less sketch tests
2026-02-02 18:57:47 +03:00
nimlgenandGitHub 6e4238c016 amd: recovery (#14461)
* rec

* ?

* rv

* cleaner

* post merge

* not used

* um

* clnr

* x

* x

* d

* move
2026-02-02 18:57:35 +03:00
chenyuandGitHub 61ca19ff24 after with empty src is self [pr] (#14496) 2026-02-02 10:19:05 -05:00
George HotzandGitHub 6e958dbfd4 assembly/amd: add RDNA4 support to emulator (#14341)
* start new rdna4

* work

* plus works

* more pass

* rdna4

* assembly/amd: fix RDNA4 emulator for float16 and VOP3 clamp

* stale

* rev

* rr

* rdna4 emu tests

* cleanup

* cleanup

* simp

* works

* better factorizaion

* hacks

* fix mockgpu

* guard both

* cleaner

* gate

* bug fix and a few tests

* all test_tiny
2026-02-02 21:35:59 +08:00
chenyuandGitHub a908f447d5 remove disk special case in mstack_early_shrink [pr] (#14494) 2026-02-02 08:34:45 -05:00
qazalandGitHub 965940dd00 sqtt: update examples after event field change (#14493)
* regen sqtt examples

* cdna

* rdna4

* packet counts for rdna3

* sqttmap work
2026-02-02 21:39:48 +09:00
George HotzandGitHub 965149a46d assembly/amd: add ds perm instructions (#14486)
* assembly/amd: add ds perm instructions

* NO SKIP

* fix preexisting RDNA3 issues

* pcode

* assert

* asserts

* unify

* simp

* good fix
2026-02-02 16:02:00 +08:00
qazalandGitHub 1746d1f997 remove SPEC=0 context in custom_kernel tests, pyrender always skips it (#14489) 2026-02-02 16:32:01 +09:00
George HotzandGitHub d4007f36e0 remove DEFINE_GLOBAL (it is PARAM now) (#14488) 2026-02-02 14:56:37 +08:00
qazalandGitHub 6c487656f9 viz: kernel metadata from rodata entry (#14487) 2026-02-02 15:41:42 +09:00
Robbe DerksandGitHub d75a1b0d5a usbgpu: use BOT interface for patch.py (#13644)
* BOT usage

* cleanup

* fix lint

* fix ruff

* fix -7?
2026-02-02 11:54:46 +08:00
sirhcmandGitHub 2931b52875 skip autogen if MTLCompiler is loaded (#14466) 2026-02-01 22:12:27 -05:00
George HotzandGitHub 9a32d6e090 add depth limit for SPEC=2 (#14485)
* make SPEC=2 work for everything

* that's a horrible fix

* add depth limit
2026-02-02 10:43:28 +08:00
George HotzandGitHub 368a692e1a make SPEC=2 work for everything (#14476)
* make SPEC=2 work for everything

* that's a horrible fix
2026-02-02 10:30:56 +08:00
chenyuandGitHub ea1f1d2b9d test_assign_to_bitcast_view (#14483)
currently disk allows assign same size dtype into a bitcasted view
2026-02-01 16:46:04 -05:00
chenyuandGitHub 6deeccc192 fix RING with single dest (#14482) 2026-02-01 12:14:46 -05:00
chenyuandGitHub 3ff390159b don't implicitly change dtype in assign (#14481)
broadcast shape is fine, but implicitly cast dtype is hard to find
2026-02-01 11:48:54 -05:00
2111762a48 failed test case for RING output device (#14191)
* Add enable/disable scheduler cache ContextVar

* add allreduce ring and naive to() tests

* clearer test comparing native vs ring allreduce

* split tests, add helper

* removing trailing whitespace

---------

Co-authored-by: chenyu <[email protected]>
2026-02-01 11:48:43 -05:00
chenyuandGitHub 02afae04f4 atol in test_call_gemm (#14480)
flaky
2026-02-01 11:24:58 -05:00
chenyuandGitHub 5705398a1f assign cleanup [pr] (#14479)
share more code path between disk and non-disk. also raise RuntimeError instead of Assert for mismatches
2026-02-01 09:10:22 -05:00
chenyuandGitHub da500dbe06 simplify late_buffer_view [pr] (#14478)
check the only allowed Ops in the chain, and offset cannot be negative
2026-01-31 22:38:40 -05:00
chenyuandGitHub b4f96301e0 remove unused rules [pr] (#14477) 2026-01-31 21:29:30 -05:00
qazalandGitHub 54e78dbec8 viz: remove hardcoded strings in cfg tests (#14462) 2026-02-01 09:30:43 +09:00
chenyuandGitHub 5d38db9da6 generic bitcast assign (#14474)
a.bitcast(X).assign(src) -> a.assign(src.bitcast(a.dtype))
2026-01-31 17:29:20 -05:00
chenyuandGitHub b38fc43b07 assert assign dtype mismatch for disk [pr] (#14473)
the disk hack is generally wrong, now force bitcast on the source before assign
2026-01-31 17:08:54 -05:00
chenyuandGitHub ced886f26c failed test case for assign into bitcast (#14469)
* failed test case for assign into bitcast

DISK assign has custom hack for this. need to fix before we can unify assign

* test_assign_bitcast_different_size
2026-01-31 14:26:47 -05:00
chenyuandGitHub 81eee5b30a unused spec [pr] (#14468)
no BUFFER_VIEW in tensor, and no CONTIGUOUS in KERNEL
2026-01-31 13:53:16 -05:00
nimlgenandGitHub f873c7b6c5 amd: fetch_name is file_name (#14465) 2026-01-31 20:11:07 +03:00
chenyuandGitHub c765641215 remove unused allow_any_len [pr] (#14464)
STORE has 2 src, RESHAPE has 2 src, BUFFER has 2 src
added some tests for the untested allow_any_len
2026-01-31 11:05:42 -05:00
chenyuandGitHub b4f5a51ebb move tests to unit (#14463)
test_uop_graph does not need device, test_memory_planner can use NULL
2026-01-31 10:49:31 -05:00
qazalandGitHub 616e9c1483 CDNA assembly gemm in tensor.py with flag (#14310)
* work

* work

* the assembly

* remove the old one

* remove ws bufs, assert splitk

* notes cleanup

* work

* gemm args

* gemm in mixins would be nice

* add gemm gradient

* print counters

* the realize is for DEBUG=2 aesthetics

* dedup

* rewrite to python dsl, no list copies

* leave that

* add B, M, N, K to gemm name

* it's M0 not NULL

* fp16 support

* test cleanup + more gemms

* work from viz

* more work

* gemm batch_size

* xccg path work

* tiny comments on the label naming

* s_waitcnt
2026-01-31 22:34:14 +09:00
chenyuandGitHub 55f806b713 tighter late_buffer_view match [pr] (#14456)
src must be len 2 at that point
2026-01-31 07:28:26 -05:00
qazalandGitHub d69bc5aa1a make DEV=NULL EMULATE=AMD amd_asm_matmul run (#14460) 2026-01-31 20:45:24 +09:00
qazalandGitHub 4976544bf9 multi ram usage tests on the NULL device (#14457) 2026-01-31 14:14:53 +09:00
chenyuandGitHub 99b44121bc failed test case for non-consecutive disk read (#14455)
silently fail now
2026-01-30 23:44:04 -05:00
George HotzandGitHub b705c9143c assembly/amd: test more instructions (#14365)
* assembly/amd: test more instructions

* more

* passing

* revert

* no const fold

* remove junk

* cleaner
2026-01-31 12:40:22 +08:00
George HotzandGitHub c9a3ddb341 benchmark llama walltime script (#14454)
* benchmark llama walltime script

* adj layers
2026-01-31 10:21:54 +08:00
George HotzandGitHub f5346d6a1a fix USE_ATOMICS for non float dtypes and make it the default (#14444)
* embedded multistep test

* complex test

* with jit

* fix dtypes and reenable USE_ATOMICS

* that test didn't catch anything
2026-01-31 09:44:16 +08:00
sirhcmandGitHub e575dd8275 prevent UB in long decomp and more emulated tests (#14447) 2026-01-30 19:38:41 -05:00
chenyuandGitHub 3204f94454 correct var_vals schedule filter (#14451)
complete_create_schedule_with_vars returns var_vals that's used in schedule
2026-01-30 17:10:07 -05:00
chenyuandGitHub cfcd1debb5 test schedule with multiple AFTER (#14449) 2026-01-30 15:59:00 -05:00
nimlgenandGitHub 486d53d646 device: call free for external_ptr (#14448)
* device: call free for external_ptr

* lin
2026-01-30 23:53:17 +03:00
nimlgenandGitHub e0978498dc amd: read_ptr/write_ptr/doorbells are not lists (#14445) 2026-01-30 23:11:57 +03:00
sirhcmandGitHub 1803ee939d EMULATED_DTYPES=long works with CPU_LLVM (#14446) 2026-01-30 13:54:43 -05:00
chenyuandGitHub 03613e83ad update TestTensorMetadata (#14443)
run with SCACHE=0 some more TODOs
2026-01-30 12:39:01 -05:00
geohot cbb1eed57b hotfix: partial revert of 9eb449f88, caused llama NaN 2026-01-30 17:19:27 +00:00
chenyuandGitHub 26f5c00265 move TestTensorMetadata to unit (#14442) 2026-01-30 12:14:21 -05:00
chenyuandGitHub c05a0b85ae flip unique const src order [pr] (#14441)
* flip unique const src order [pr]

matches buffer, simplifies replace_input_buffer

* combine rules
2026-01-30 11:44:18 -05:00
geohot ee2c78709d mlperf/llama: disable USE_ATOMICS for now 2026-01-31 00:42:08 +08:00
chenyuandGitHub beecac4d85 expand ranges -> unroll outer ranges [pr] (#14440) 2026-01-30 11:26:05 -05:00
chenyuandGitHub 9eb449f882 clean up toposort sched_sink [pr] (#14439) 2026-01-30 10:18:28 -05:00
George HotzandGitHub 838cd078bc use atomics for embedding backward (#14400)
* embedding is slow

* failing

* float is fine

* null

* it fails

* simplify embedding with broadcasting

* ATOMIC_ADD incoming

* min change

* simpler test

* better test

* fix test

* real test

* simpler

* cleanups

* types and names

* _zero_kernel

* grad multi

* hack

* none

* multi unshard

* more for call

* don't tag in call

* good

* call_multi

* call_multi wow claude is useless

* embedding backward mutli test

* test passes

* fix as_param

* shape_to_shape_arg

* add clip

* before cast

* fix spec=2, use atomics
2026-01-30 18:10:59 +08:00
nimlgenandGitHub 1998e0bb28 nv: add prof props to dev (#14437) 2026-01-30 12:51:43 +03:00
George HotzandGitHub 7a9dee4e50 add call/param UOps (#14433)
* add call/param UOps

* resolve call

* skip that for now

* grad on call

* fix tests
2026-01-30 14:51:45 +08:00
qazalandGitHub 66d6a68016 viz: sqtt work from cdna gemm (#14434)
* it's the tag

* initialize rows based on the disasm

* test_cfg with Ops.BINARY

* pyremu wants s_code_end?

* test_diamond

* diff cleanup
2026-01-30 14:00:56 +09:00
sirhcmandGitHub 88caf57ef4 ci: unify python versions (#14430) 2026-01-29 21:42:03 -05:00
chenyuandGitHub 86a204d22a allow Tensor setitem input to be list/tuple (#14432)
matches assign, and generally matches numpy
2026-01-29 21:26:58 -05:00
chenyuandGitHub 4a80319093 clean up split_store final logic [pr] (#14429)
explicitly check the structure
2026-01-29 18:40:07 -05:00
sirhcmandGitHub e47f12f671 ci: replace testing_minimal with testing_unit (#14427) 2026-01-29 18:02:43 -05:00
wozeparrotandGitHub c2fb8b208f fa: 32 block size (#14416) 2026-01-29 13:59:13 -08:00
chenyuandGitHub a979fafae5 cleanup around disk buffer [pr] (#14428)
style change, prep for refactor
2026-01-29 16:18:44 -05:00
nimlgenandGitHub dc977a03b0 nv_pma: bw decoder (#14424)
* nv_pma: bw decoder

* decoder fix

* better
2026-01-30 00:12:39 +03:00
chenyuandGitHub ddc041854b failed test case for disk setitem (#14426)
strided setitem is wrong
2026-01-29 14:54:19 -05:00
chenyuandGitHub 31706bf6bc add few more types [pr] (#14425) 2026-01-29 14:04:09 -05:00
nimlgenandGitHub 2d5c24879f nv: pma for 5090 (#14420)
* nv: pma for 5090

* hm

* 4090
2026-01-29 20:06:01 +03:00
nimlgenandGitHub c8dc6332d2 memory: read_fields is not universal (#14348) 2026-01-29 20:00:00 +03:00
chenyuandGitHub dbe8f034a7 pass z3.Context in validate ctx [pr] (#14423)
does not need to pass the whole solver
2026-01-29 11:11:47 -05:00
chenyuandGitHub 033ce1b885 types for validate.py (#14422) 2026-01-29 10:56:50 -05:00
nimlgenandGitHub 230d08ec70 test for am recovery and faults handling (#14421)
* test for am recovery and faults handling

* linter
2026-01-29 17:11:24 +03:00
George HotzandGitHub 793afbd473 simplify nn.Embedding, support AFTER in CUSTOM_KERNEL (#14419) 2026-01-29 17:22:13 +08:00
sirhcmandGitHub 0c855d6149 ci: remove unused pydeps (#14418) 2026-01-29 01:51:26 -05:00
wozeparrotandGitHub 4845e42135 llama3 gradacc fixes (#14414) 2026-01-28 19:12:39 -08:00
chenyuandGitHub 37cde4a01a add one line mypy report (#14415) 2026-01-28 20:39:32 -05:00
chenyuandGitHub 15aed51544 return types for all math.py function (#14413)
calling int() on sint -> int, i think it's better support since some UOp can be safely cast to int
2026-01-28 20:10:11 -05:00
nimlgenandGitHub aec1ae0de1 llama: set manual_seed (#14409) 2026-01-28 14:40:00 -08:00
chenyuandGitHub 0870ed28b1 add Self type to MathMixin (#14411)
these don't cause error
2026-01-28 16:59:38 -05:00
chenyuandGitHub 079f33c208 fix type in Tensor.mean and Tensor.var (#14410)
use Tensor.from_uop to wrap UOp from symbolic shape, kernels are the same
2026-01-28 15:24:02 -05:00
chenyuandGitHub 2b5e99ccc1 minor type cleanups [pr] (#14408)
mypy --warn-redundant-casts has false negative
2026-01-28 14:11:50 -05:00
chenyuandGitHub 726415dbc8 import sint directly in movement.py TYPE_CHECKING (#14406)
avoid creating string TypeAlias, fixed warning in `TYPED=1 python test/test_tiny.py`
2026-01-28 12:47:26 -05:00
nimlgenandGitHub acb2fc36ba nv_pma: add decoder (#14404)
* nv_pma: add decoder

* cl
2026-01-28 20:44:02 +03:00
chenyuandGitHub 7b9bc1d8cf _MockMemoryviewMeta for mockgpu (#14405)
fixed `PYTHONPATH=. TYPED=1 DEV=AMD MOCKGPU=1 python test/test_tiny.py`. basically make `isinstance(TrackedMemoryView_instance, memoryview)` true
2026-01-28 11:59:00 -05:00
chenyuandGitHub 93793a645b use cl.cl_mem instead of internal ctypes._CData (#14403)
fixed `CHECK_OOB=0 DEV=CL TYPED=1 python test/test_tiny.py`
2026-01-28 10:56:41 -05:00
chenyuandGitHub a9b44070a8 fix webgpu runtime types (#14402)
`CHECK_OOB=0 DEV=WEBGPU TYPED=1 python test/test_tiny.py` passed, also skip tests that failed locally
2026-01-28 10:37:25 -05:00
George HotzandGitHub 0c6b3f50aa add marker to llama training (#14401) 2026-01-28 22:44:28 +08:00
Jakob SachsandGitHub 2b7c00d3d2 fix sd-example dtype for CLIP embeddings (#14397) 2026-01-28 09:07:19 -05:00
qazalandGitHub a5a9ce3fdf viz: disasm cleanups from null emulate (#14399)
* it's AMDHIPRenderer

* don't need that indent

* less assignment stuff

* that arg order did not make sense

* pmc
2026-01-28 22:03:30 +09:00
nimlgenandGitHub 544928766d hcq_smi: kill mac pids (#14398) 2026-01-28 15:00:28 +03:00
George HotzandGitHub 202b74b369 assembly/amd: continue refactors (#14386)
* simpler

* merge

* flat

* no ctx

* use the correct apis

* dup code

* write clean code

* remove bad helpers

* bits junk remove

* junk remove

* smem test

* fix tests

* correct fix + tests

* Fmt matters it seems

* wmma refactor

* a lil more

* kimi cleanups

* line
2026-01-28 17:33:03 +08:00
qazalandGitHub 5bffa17f82 llama train: better NULL=1 EMULATE=AMD_CDNA4 dev experience (#14395)
* beam opens devices

* switch to hip renderer

* amd: true?

* llvm true is for test_autogen
2026-01-28 17:31:22 +09:00
qazalandGitHub 0294014108 fix bufferize cost function for multi, improve VIZ=-1 cli (#14394)
* improve cli

* remove_bufferize change
2026-01-28 15:53:18 +09:00
qazalandGitHub c158acea29 failing multi ram usage test from llama gemm (#14392) 2026-01-28 14:32:32 +09:00
sirhcmandGitHub 067e27857e nested composite actions don't work (#14393) 2026-01-28 00:13:30 -05:00
sirhcmandGitHub 9dddf3d478 don't save caches for PRs, try 2 (#14391) 2026-01-27 23:30:17 -05:00
sirhcmandGitHub 68fe5d8b36 Revert "don't save caches for PRs (#14389)" (#14390) 2026-01-27 23:22:26 -05:00
sirhcmandGitHub 4ab228b498 don't save caches for PRs (#14389) 2026-01-27 23:21:31 -05:00
sirhcmandGitHub 5e36482314 decompose long to ints where unsupported, try 2 (#14383) 2026-01-27 23:20:43 -05:00
wozeparrotandGitHub e496547720 llama3 gradacc (#14291) 2026-01-27 19:48:10 -08:00
George HotzandGitHub 88bc5ee212 assembly/amd: rename to better names (#14384)
* assembly/amd: rename to better names

* might help fuzzing segfault

* emu2 -> emu
2026-01-28 10:00:54 +08:00
George HotzandGitHub 065b95cfb0 Revert "add retry to fetch (#14370)" (#14385)
This reverts commit dc4d7f2d55.
2026-01-28 09:35:37 +08:00
Eitan TurokandGitHub dc4d7f2d55 add retry to fetch (#14370) 2026-01-27 14:04:25 -08:00
chenyuandGitHub 8d1f3c8885 fix copysign for inf input (#14381)
* fix copysign for inf input

* llvm olt
2026-01-27 16:45:48 -05:00
sirhcmandGitHub 289a3e415e also skip test_nonoverlapping_shrink_assignment (#14382) 2026-01-27 16:26:26 -05:00
sirhcmandGitHub f34efc1ad1 DISABLE_FAST_IDIV actually works as a ContextVar (#14378) 2026-01-27 16:12:42 -05:00
chenyuandGitHub 8c899e4aaf fix copysign for -0 (#14380)
test both x and 1/x < 0 work too. and found another big with the * 0 hack
2026-01-27 15:44:58 -05:00
chenyuandGitHub 62884585a7 failed test case for copysign -0.0 (#14379)
* failed test case for copysign -0.0

* skip those
2026-01-27 14:37:17 -05:00
nimlgenandGitHub ec1b28bc2c am: exit early in case of failures (#14376)
* am: exit early in case of failures

* sorry, pre-linter

* reset when error state
2026-01-27 22:10:02 +03:00
chenyuandGitHub cd22ee9ed0 add InvalidType to ConstType [pr] (#14373)
* add InvalidType to ConstType [pr]

TYPED=1 python test/test_tiny.py passes.
added PyConst = float|int|bool for some Tensor level input types

* hcq
2026-01-27 14:09:34 -05:00
sirhcmandGitHub 5b42a1357b SCACHE=0 works with DEBUG (#14377) 2026-01-27 13:12:43 -05:00
chenyuandGitHub db010a31be IGNORE_OOB -> CHECK_OOB [pr] (#14374)
flip the meaning
2026-01-27 12:20:59 -05:00
chenyuandGitHub c22667b0c4 also skip test_overlapping_shrink_assignment_reverse (#14375)
crashing
2026-01-27 12:20:39 -05:00
nimlgenandGitHub e52d58b041 autogen: update amd (#14372) 2026-01-27 19:53:14 +03:00
nimlgenandGitHub cbf94a0a95 nv: exit early in case of failures (#14363)
* nv: exit early in case of failures

* f

* cleaner
2026-01-27 19:16:22 +03:00
nimlgenandGitHub ec691cb299 am: print sq intrs (#14366)
* am: print sq intrs

* cleaner
2026-01-27 18:28:13 +03:00
qazalandGitHub a5f3d46423 hcq: do not assume kernel names are unique (#14371)
* hcq: do not assume kernel names are unique

* colored kernel name
2026-01-27 23:03:15 +09:00
George HotzandGitHub e5df7e640b fix branches in amd_asm_matmul (#14369) 2026-01-27 20:48:42 +08:00
geohot 0ced258726 HOTFIX: skip crashing assign test 2026-01-27 20:35:17 +08:00
George HotzandGitHub 131ae604de force_transcendental on sqrt (#14368) 2026-01-27 20:24:41 +08:00
14574c68fa Add ContextVar to disable the scheduler cache (#14257)
* add scheduler cache ContextVar

* test scheduler cache context var

---------

Co-authored-by: George Hotz <[email protected]>
2026-01-27 19:55:29 +08:00
George HotzandGitHub bfc88bcfb8 assembly/amd: emu refactors + enable PYTHON_REMU by default (#14361)
* assembly/amd: start refactors

* cleanups

* those are global

* methods on ctx

* const cleanup

* range helper

* types and imports

* cleanups

* cleanups

* remove stale name

* fix emu2 types

* more typing

* more mypy

* cleanups

* fxns

* scc cleanup

* cleanups

* cleanups

* simpler parse_pcode

* laneid

* no defaults for pcode

* pcode is not optional

* cleanups

* functions cleanup

* splat

* expr_parser functions

* single tok

* invert global loops

* try_eat

* minor

* run parser on all

* no silent 0

* tests
2026-01-27 17:42:24 +08:00
sirhcmandGitHub 2e72625652 Revert "decompose dtypes.long to ints where unsupported (#14261)" (#14362) 2026-01-27 02:04:59 -05:00
qazalandGitHub f866b2a513 mfma loop in asm dsl (#14349)
* mfma loop in asm dsl

* work
2026-01-27 11:11:37 +09:00
sirhcmandGitHub 0793319929 decompose dtypes.long to ints where unsupported (#14261)
* add works

* use carry not overflow

* bitwise ops

* use tag instead of vec

* cleaner

* mul somewhat works

* mul actually works

* SUB and NEG work

* SHL/SHR

* ulong support

* this should work?

* oops

* fix indexing

* all ALU mostly works

* refactor

* test_dtype passing

* signed division works

* format

* clean

* some tests

* ruff
2026-01-26 18:34:13 -05:00
wozeparrotandGitHub a987a4abc3 feat: llama8b dev_beam.sh (#14358) 2026-01-26 14:51:23 -08:00
sirhcmandGitHub c9c533fc78 libclang path is homebrew on macos (#14357)
* libclang path is homebrew macos

* typo

* ugh

* typo

* regen

* no LIBCLANG_PATH
2026-01-26 17:32:09 -05:00
chenyuandGitHub d641e63189 improve min/max for AND (#14356) 2026-01-26 15:44:18 -05:00
chenyuandGitHub f16372487a fix assign hazard on shrink (#14355)
* fix assign hazard on shrink

possible to have race if both assign src and dest are shrink

* test_nonoverlapping_shrink_assignment
2026-01-26 14:46:30 -05:00
chenyuandGitHub 145df879c1 find_permutes -> fix_assign_hazard [pr] (#14354)
some noop tweaks and comment updates
2026-01-26 14:05:19 -05:00
nimlgenandGitHub e152f1b0f5 llama: use ALL2ALL (#14353) 2026-01-26 22:01:53 +03:00
nimlgenandGitHub 3f25eb3026 am: ih (#14346)
* am: ih

* um

* fix

* line

* no trap and fix ring

* keep

* fix
2026-01-26 20:11:04 +03:00
chenyuandGitHub 823bc17fb5 failed test case for shrink overlap assigns (#14350)
* failed test case for shrink overlap assigns

current logic can create a race resulted in wrong output

* skip for now
2026-01-26 11:58:45 -05:00
George HotzandGitHub 204f51e739 assembly/amd: bug fixes for PYTHON_REMU (#14347)
* default PYTHON_REMU to 1

* mockgpu

* less size

* normal compile path

* uniqie

* more

* fix clamp

* Change PYTHON_REMU default to 0 in _try_dlopen_remu
2026-01-27 00:48:22 +08:00
chenyuandGitHub 231305603d remove REAL_DEV [pr] (#14337)
it's just Device.DEFAULT now
2026-01-26 10:08:16 -05:00
Martin SzewieczekandGitHub 9cbe99348a func meshgrid: change param index to type str (#14331) 2026-01-26 10:07:56 -05:00
George HotzandGitHub 3b43d26f10 assembly/amd: emu speed (#14344)
* assembly/amd: emu speed

* fix spec

* go

* don't do this

* simpler

* no stupid consts

* hack

* simpler

* no index

* no where

* faster linearizer

* fix spec

* no index dtype
2026-01-26 22:21:34 +08:00
George HotzandGitHub 774a454bb5 assembly/amd: fix scratch SVE (#14340)
* assembly/amd: default python REMU

* mem_used

* no lane

* sve

* remove that

* needs s_code_end in tests
2026-01-26 21:03:51 +08:00
qazalandGitHub 2d91fe6310 use amdgpu dsl in mmapeak (#14342)
* use amdgpu dsl in mmapeak

* don't rely on llvm for vgpr counting

* llvm roundtrip assert

* rm it, add ci

* vgpr_count

* move emulated test to amd, it needs comgr

* env

* arch

* inst._fields -> inst.operands

* vgpr offset
2026-01-26 22:03:43 +09:00
qazalandGitHub b2e2ace85b viz: remove ci check, it's VIZ=-1/-2 (#14343) 2026-01-26 20:36:23 +09:00
George HotzandGitHub be23776ba7 assembly/amd: replace pcode with ucode (#14002)
* a bunch of todos for my boy claude

* uops have types

* lil cleanups

* simpler ucode

* isNAN

* calls

* move more

* cleanup pcode_parse

* cvt functions

* fix parser bugs

* no void

* minmax

* more pcode parse

* pretty print

* transform

* comments

* move to transform

* assign/declare

* simpler norm

* single PM

* just Uops

* simpler

* more typed

* all rewrite

* less verbose

* work

* spec

* transform

* work

* simpler spec

* less spec

* bitcast

* simpler

* simp ucode

* work

* more in pcode_transform

* remove junk

* more functions

* bug

* no void assign

* load/store

* wave

* fixes

* move denorm

* move more functions

* tests

* cat is shape None

* uop syntax

* move a few more

* program_spec

* cat stuff

* assign fix clear

* unused

* nans

* fp bits

* works with simplify

* remove junk

* special

* meh

* more

* more

* update test pcode parse

* improve parser

* parse some for loops

* merge master

* dead files

* tests pass

* emu2

* better emu2

* test_plus works

* uselessly write more instructions

* use pcode

* something

* something

* bench_emu

* progress

* ds works

* work

* work

* more passing

* run compare

* bench_emu

* more pcode

* a few more

* bugfixes

* bugfix

* test fixes

* tests pass without USE_HW

* all hw tests pass

* add more hw tests

* new hw tests

* bit

* less handcode

* parse more

* consolidate pcode

* fixes

* rsrc

* lane pcode

* cleanups

* simpler

* emu bugs

* one cmp test fails

* fix decode and upd name

* fix name and test harness

* _ftz_f32

* fix denorm

* fix VOPD and use load

* fix carry bug

* no load where / just invalid

* clean

* simpler

* merge sops

* refactoring

* simplifications

* bugfixes

* new tests

* f16 sin fix

* assertion and hw tests

* cvt functions

* one more failure

* bugfixes

* bugfix + regression

* more tests

* fmac

* no manual unrolling

* ordering

* LLVM backend is a lot faster

* compile inst

* more bugs

* f16

* bugfix

* fix regression

* one clang call

* 1M inst

* scratch works

* do scratch correctly

* cleanup

* regression

* cmp

* fmamk fixes

* merge

* fix vcmpx

* unify memory

* remove unused code

* ignore oob for test

* cleanups

* fix mbs

* unify cmp

* test

* minor cleanups

* bump timeout

* fix tests

* revert the CMPLE stuff

* remove opt

* less diff

* simpler

* revert

* support multiple backends

* memset is a lot faster

* split out in bench emu

* improve timing

* timing

* cache that

* cache that

* simpler and faster

* tokenize

* binop table

* simpler

* move to parser

* tok for lambda

* refactor

* expr_parser

* delete emu2_pcode

* import cleanup

* lil

* if parse

* work

* simpler

* no v

* trig preop is faster

* durations for tests

* fix cmp bug

* sdst

* remove scartch_size hack

* null behavior

* _MXCSRContext

* bugfixes

* DEBUG >= 3

* test smem crashes my gpu

* debug

* test

* test smem

* profiler

* full inst

* bugfix

* rtag(1)

* pc is 64-bit and word

* pc is real code now

* dynamic

* more dynamic

* fix oob access

* fix crash, more dyn

* all dyn

* really all dyn

* correct null mask

* lit + format

* 21s on the tests

* 13s on the tests

* canonical name

* simm16

* more dyn

* 14s

* proper saddr dedup

* dyn

* debug 5

* better 5

* revert dynamic stuff

* that can be dyn

* negative offsets

* dyn wmma

* f16 wmma support / ops / dtype / dtype_alu

* symbolic changes not needed

* ConstFloat

* more uop.const

* __eq__

* uop tests

* fix f16

* bf16 tensor cores

* whitespace

* remove cast roundtrip

* Revert "remove cast roundtrip"

This reverts commit c5bb0381c3.

* just the fix

* remove dead paths

* llvm runs
2026-01-26 18:04:29 +08:00
George HotzandGitHub 984cdc4840 add wrapper class for the -0.0 != 0.0 issue (#14339)
* add wrapper class for the -0.0 != 0.0 issue

* fixes

* spec fix

* missed one
2026-01-26 16:52:37 +08:00
qazalandGitHub 92bfe92138 assembly/amd: fix cdna mfma xml (#14329)
* handwritten failing test

* new amdxml

* more mfma from fixes

* ci

* move arch of test integration

* alt

* amdxml human cleanup

* _TestIntegration rename to IntegrationTestBase

* it's the same problem as _LIT

* better comment

* better variable name
2026-01-26 17:51:26 +09:00
6c109f4d75 LLVM: CPU threading support (#14320)
* make generic llvmrenderer class for cpu and amd

* move `tensor_cores` back to parent

* remove empty line

* restore extra matcher position

* add threading

* dont need to add core_id here

* dont move code for workitem

* cleanup

---------

Co-authored-by: TheVanadium <[email protected]>
2026-01-26 13:12:39 +08:00
George HotzandGitHub cc49e47ea2 tinygrad changes from ucode (#14336)
* tinygrad changes from ucode

* dtype
2026-01-26 11:30:18 +08:00
8477368d07 generic LLVMRenderer class for CPU and AMD (#14321)
* make generic llvmrenderer class for cpu and amd

* move `tensor_cores` back to parent

* remove empty line

* restore extra matcher position

* cleanup

---------

Co-authored-by: TheVanadium <[email protected]>
2026-01-26 09:11:49 +08:00
geohot 11ce1e847d llama train: null device support 2026-01-26 08:53:05 +08:00
chenyuandGitHub e3601788fa update torch backend function (#14333)
those have tensor.py implementation
2026-01-25 16:39:34 -05:00
nimlgenandGitHub 9865f51e39 cupti: ref collector (#14330)
* cupti: ref collector

* ll
2026-01-25 20:35:21 +03:00
nimlgenandGitHub 21ab23ae18 nv: add pma for ada (#14328)
* nv: add pma for ada

* um

* fix

* shorter

* mock
2026-01-25 17:33:37 +03:00
George HotzandGitHub 49db266b96 ReprEnum for repr roundtrips (#14327)
* ReprEnum for repr roundtrips

* dsl

* bugfixes

* vdsty fixes

* cleaner

* fix

* fix cdna fields

* tests all pass
2026-01-25 18:58:31 +08:00
qazalandGitHub bf2d9d138f viz: simplify amdgpu cfg (#14326)
* viz: replace llvm disasm with our disasm

* it starts with more code

* then it becomes less

* simpler, cdna disassembles with decimal simm16

* s_branch is upper case, add test

* simm16s and others
2026-01-25 15:21:45 +09:00
qazalandGitHub 647e527a7e viz: replace llvm disasm with our disasm (#14325) 2026-01-25 13:56:56 +09:00
nimlgenandGitHub 4280a8eef2 am: update fw (#14323) 2026-01-25 01:08:47 +03:00
chenyuandGitHub 7e41da1ae8 fix generate_dataset.sh (#14324)
added `set -e` so wrong pathes would fail the script, then fixed the path
2026-01-24 16:47:10 -05:00
chenyuandGitHub 311bfd91d6 clean up where_on_load [pr] (#14322)
no repeated split_uop and general cleanup
2026-01-24 14:43:43 -05:00
nimlgenandGitHub 8b282ba6d2 memory: reserved vram (#14318) 2026-01-24 19:39:24 +03:00
chenyuandGitHub 00e9ba0b82 update type for split_uop and where_on_load [pr] (#14319)
also variable names in where_on_load, before logic update
2026-01-24 11:17:41 -05:00
chenyuandGitHub cb69b7b2b2 comment out fold_where_closure (#14316) 2026-01-24 10:15:42 -05:00
wozeparrotandGitHub d74587f16d fa multi fix 2 (#14314) 2026-01-23 23:35:02 -08:00
chenyuandGitHub d9f0ad1d87 update return type for Tensor.tolist (#14313)
since sequence is incorrect since it can be list of list, use Any to avoid recursive type
2026-01-23 23:21:49 -05:00
qazalandGitHub 807bc40931 assembly/amd: dsl and disasm cleanup (#14311)
* rdna4 inst helper

* remove dsl aliases
2026-01-24 11:36:12 +09:00
sirhcmandGitHub e782d44918 WEBGPU/NIR truncates ints (#14307)
* WEBGPU truncates ints

* nir has this bug too
2026-01-23 19:28:06 -05:00
nimlgenandGitHub 26220a472e no core_id (#14265)
* no core_id

* kwargs

* est

* linters

* ugh

* revert this

* deps

* glb

* should work?

* nn

* line

* fx

* ym

* z

* d

* um?

* revert

* this one?

* first half

* um p2

* all?

* um

* cleaner

* um
2026-01-23 21:30:12 +03:00
chenyuandGitHub e65bc7a7c5 where closure folding (#14304) 2026-01-23 10:55:13 -05:00
chenyuandGitHub d5a3b02a9c clean up xpow (#14295)
mostly for `ret * (base < 0).where(adj, ret.const_like(1))` -> `(base < 0).where(neg_base, ret)`, since it's good for NAN neg_base but not generic
2026-01-23 10:19:47 -05:00
b913c910c5 assembly/amd: rdna4 passing test_roundtrip (#14300)
* test_roundtrip on different archs

* failing tests

* take RDNA4 xml changes from the emu branch

* work

* min diff to disasm flat

* test_add passes, rdna4 first

* correct vgpr field for the multi dword store stuff

* amdllvm

* recompile in roundtrip, get sources from emulator

* amdllvm, 2

* clean clean

* note, don't rely on that os.environ

---------

Co-authored-by: George Hotz <[email protected]>
2026-01-23 21:33:53 +09:00
qazalandGitHub f3b0e42863 remove extra sqtt pickles in gfx1200 (#14302) 2026-01-23 20:13:48 +09:00
George HotzandGitHub d116312b1a get cdna sqtt working (#14301)
* get cdna sqtt working

* cnd aprser

* wavestart/waveend

* names

* cdna

* test that
2026-01-23 18:46:15 +08:00
George HotzandGitHub a5c4fa39d1 RDNA4 support in SQTT (#14299)
* table test

* cleanups

* dead file

* delta short

* tests

* delta test

* work

* l4 tests pass

* l0

* cnda

* print

* reverT

* wave failure

* wave failure

* test

* encs

* no l0 crap

* L4

* rdna4 sqtt

* notes

* linter
2026-01-23 16:16:45 +08:00
wozeparrotandGitHub 963c59ebdb fix: pull fixes from gradacc branch (#14296) 2026-01-22 23:07:54 -08:00
sirhcmandGitHub 68668b8f28 fix WEBGPU NEG (#14298)
* fix WEBGPU NEG

* add test

* parenthesize
2026-01-23 01:44:52 -05:00
qazalandGitHub 3b8a7bb8c9 use existing roc.py infra for sqtt tests (#14297)
* add pc, per kernel tracing

* work

* remove those imports

* min diff
2026-01-23 14:07:11 +09:00
chenyuandGitHub 5f32f7a06b fix winograd padding order (#14294) 2026-01-22 23:00:14 -05:00
George HotzandGitHub 52b989c6c8 don't place consts early + fixes from anthropic challenge (#14286)
* don't place consts early

* add anthropic challenge

* with ref

* do we still have to devectorize bools?

* tests pass

* just WHERE

* fine, revert that

* fine, revert

* only index

* z3 validator doesn't support vectorized

* Revert "z3 validator doesn't support vectorized"

This reverts commit 1b7930ecb3.

* z3 not for vec

* no spec

* VLIWRenderer

* loop unrolling

* better comments

* cleanups

* skip cast

* renderer

* cleanups

* prints

* no hack

* hacks

* bump to 11

* reg warning

* lil clean

* cleaner renderer
2026-01-23 10:48:39 +09:00
chenyuandGitHub 0903782bc0 remove few dead or unneeded codes [pr] (#14275) 2026-01-22 20:05:43 -05:00
chenyuandGitHub 3eb5cd7d32 stronger test_rand_is_lazy (#14293) 2026-01-22 18:58:53 -05:00
chenyuandGitHub c15b6e6709 update test_randn_finite skipped device (#14292) 2026-01-22 18:26:02 -05:00
chenyuandGitHub 073c6a81b5 raise if Tensor._buffer is called during jit (#14114)
* raise if Tensor._buffer is called during jit

* cleaner
2026-01-22 17:30:18 -05:00
nimlgenandGitHub 8cd22df2dd amd: alive wgps (#14149)
* amd: disabled wgps

* l

* wgp

* uoops

* mockgpu

* drm

* ad this

* fi

* reg
2026-01-23 00:08:45 +03:00
chenyuandGitHub a738c4bb22 test symbolic view broken with jit (#14290) 2026-01-22 13:44:47 -05:00
chenyuandGitHub f22fa6a5be test rand is lazy (#14289) 2026-01-22 13:07:55 -05:00
chenyuandGitHub 1726b884f2 update test_jit_v_nojit_random_regen (#14288)
current behavior is that jit and non-jit consume random seed differently, still the random values are different
2026-01-22 12:21:47 -05:00
chenyuandGitHub fbed36fa15 jit graph handle input==output aliasing (#14287)
a position that wasn't an input during capture should never become an input during execution, but graph cannot tell this by jit_cache and input_buffers only
2026-01-22 11:37:41 -05:00
chenyuandGitHub 8bb61c2490 stronger test_graph_input_output_aliasing (#14282)
* stronger test_graph_input_output_aliasing

* comfirmed failure
2026-01-22 09:59:34 -05:00
qazalandGitHub d7afa02085 clean up the extra/sqtt directory (#14284)
* remove legacy test_timing stuff

* remove legacy test_pmc, update active_sqtt_parse
2026-01-22 19:10:59 +09:00
qazalandGitHub dff5f361b0 support rendering assembly kernels on the NULL backend (#14283)
* assembly custom kernels in DEV=NULL, use renderer arch

* update mmapeak

* llvm
2026-01-22 15:49:07 +09:00
qazalandGitHub dfefeddeed add tflops to cdna gemm custom kernel (#14281) 2026-01-22 12:48:28 +09:00
qazalandGitHub 18f408a35a custom assembly kernel with variable tests (#14280)
* custom assembly kernel with variable tests

* different threads

* sink

* zeros like / flatten
2026-01-22 11:34:17 +09:00
chenyuandGitHub 4de107b764 jit graph bug when input is output (#14278)
* jit graph bug when input is output

wrong result in llm

* not just metal
2026-01-21 18:49:52 -05:00
wozeparrotandGitHub 76a9242a66 fa: merge kv bwd into one kernel (#14277) 2026-01-21 15:24:41 -08:00
chenyuandGitHub 6279ae4a94 remove llm generate always reset start_pos (#14276)
* remove llm generate always reset start_pos

by itself seems like a bug, also added a test to repro forward_jit.reset() issue

* issue is jit graph, so revert that test
2026-01-21 16:54:30 -05:00
nimlgenandGitHub da1fedc3c8 working ioctls (#14272) 2026-01-21 20:29:04 +03:00
chenyuandGitHub 574d171fa6 fix onnx Pad constant_value=None (#14271)
also removed a dead branch in _resolve_pool_pads
2026-01-21 11:51:34 -05:00
chenyuandGitHub a18d34be1e simpler split_store outer range check [pr] (#14273)
also fixed comment
2026-01-21 11:51:14 -05:00
chenyuandGitHub e64111ad08 update all_same [pr] (#14270)
add type annotation and unit test
2026-01-21 11:26:15 -05:00
chenyuandGitHub 9ad3c865ac fix bug in logsumexp keepdim=True (#14268) 2026-01-21 09:49:55 -05:00
George HotzandGitHub 41d00a046d add device to local, fix PCONTIG=2 (#14266)
* add device to local, fix PCONTIG=2

* regression test

* remove the device when we render

* viz slowness

* no long
2026-01-21 22:12:18 +09:00
wozeparrotandGitHub c1d14ea832 llama8b train fixes (#14264) 2026-01-20 20:34:47 -08:00
qazalandGitHub 549dbabfcb move ALLOW_DEVICE_USAGE=0 to get_program [pr] (#14263) 2026-01-21 12:56:05 +09:00
qazalandGitHub 78a28227c6 assembly/amd: cdna4 mfma support (#14206) 2026-01-21 09:12:05 +09:00
George HotzandGitHub 1baefed530 assembly/amd: add hw tests from ucode branch (#14259)
* assembly/amd: add hw tests from ucode branch

* fix is per lane
2026-01-21 08:53:54 +09:00
wozeparrotandGitHub ba90e1b52e feat: script to run llama8b training (#14239) 2026-01-20 12:44:06 -08:00
sirhcmandGitHub daf9414bff fix nullptr arg to CUDA_KERNEL_NODE_PARAMS_v1 (#14256)
* fix nullptr arg to CUDA_KERNEL_NODE_PARAMS_v1

* ruff
2026-01-20 12:30:07 -05:00
chenyuandGitHub e04767e39e run pre-commit in ci (#14253)
* run pre-commit in ci

prevents pre-commit regression

* IGNORE_OOB=1

* pytest

* unit test

* split
2026-01-20 12:24:33 -05:00
nimlgenandGitHub 22af7132cd fix test_dev_jitter_matrix (#14255) 2026-01-20 20:07:51 +03:00
Robbe DerksandGitHub c7fbd177d4 USBGPU: debug script for comma chestnut (#14252)
* initial debug script

* improvements
2026-01-20 18:52:25 +03:00
26f8b12e01 Whisper audio helpers (mel filters in tinygrad) (#13478)
* add whisper audio helpers for stft/mel/resample

* cleanup

* add whisper stft test

* make only stft test explicitly depend on librosa

* extract sinc_window_kernel

* dehardcode device

* use same device argument

* simplify

* type annotate

* ruff format audio_helpers.py

* ruff format test_whisper.py

* add WHISPER_NEW_STFT

* rename

* undo ruff format changes

* use new stft and mel for whisper

* remove stft test that depends on librosa

* remove whitespace

* add Tensor.log10 with test\test_ops.py::TestOps::test_log10

* use Tensor.log10

* fix lint

* future: remove unused STFT class

* future: remove resample code since it isn't used (yet)

* match openai with pad_mode="reflect"

* pad_to

* future: cut resample leftovers

* cleanup

* add mel tests

* future: cut stft

* future: cut non-mel prep_audio changes

* reduce diff

* move audio_helpers.py to examples

* reduce whitespace

* fix imports

* reduce whitespace

---------

Co-authored-by: chenyu <[email protected]>
2026-01-20 10:50:02 -05:00
nimlgenandGitHub dc82856084 tbgpu: shim binary + remote apl pci dev (#14124)
* shim binary + remote pci dev

* v2

* rip out apl

* cmds

* rename

* clean

* remove

* rm gitignore

* ui

* install

* linter

* um

* cleaner

* assets

* normal install in ui

* cleaner app

* install script

* support fd mmap

* cleaner

* kill server when disconn

* rename + pcidevs

* sign

* install and reinstall

* no sip install

* will trigger update

* nv

* ugh

* this

* fix

* nv

* use nosip sign

* auto install

* remove

* mypy

* upd

* ditto

* print

* simpler

* ditto

* um

* simpler

* upd

* upd

* cleaner

* autogen

* cleaner

* move

* annotations

* server cleaner
2026-01-20 16:15:18 +03:00
qazalandGitHub 4548fcc1b8 amd/sqtt: add rdna4 and cdna sqtt examples (#14251)
* amd/sqtt: add rdna4 and cdna sqtt examples

* work

* comment out rdna and cdna tests
2026-01-20 21:11:48 +09:00
qazalandGitHub 2dc281b32a assembly/amd: test helpers for arch to gfx target mapping (#14250) 2026-01-20 20:35:09 +09:00
nimlgenandGitHub 823e88c0d0 nv: request bar 3 (#14249) 2026-01-20 13:52:38 +03:00
qazalandGitHub dddd0e384f ALLOW_DEVICE_USAGE=0 in codegen (#14238) 2026-01-20 15:15:16 +09:00
George HotzandGitHub 0243f4a0f1 clear wins from ucode branch (#14243)
* clear wins from ucode branch

* two more

* revert those
2026-01-20 15:11:09 +09:00
George HotzandGitHub 5e24643889 minor import speedups (#14244)
* minor import speedups

* server stuff in server places

* pre-commit

* fix
2026-01-20 15:05:36 +09:00
George HotzandGitHub d60a155e48 defer compilation of upats (#14242)
* defer compilation of upats

* mypy
2026-01-20 13:50:00 +09:00
George HotzandGitHub 56c8926d32 import speedups: refactor validate to late import (#14241)
* refactor validate to late import

* preommit stuff

* fix mypy
2026-01-20 13:23:39 +09:00
chenyuandGitHub 9d3b1cf1e7 simpler _cached_to_python_const (#14236) 2026-01-19 23:10:53 -05:00
qazalandGitHub b1c5a242b7 Revert "move is_dtype_supported logic to renderer (#14188)" (#14237)
This reverts commit 161fee9a48.
2026-01-20 12:19:14 +09:00
wozeparrotandGitHub 1f89eaf790 tk: fa bert mask fix + some numerical stability improvements (#14214) 2026-01-19 19:18:07 -08:00
chenyuandGitHub 9ea63d7d52 failed test case for onnx IF with jit (#14235)
silently fails now since onnx treats IF cond as a const
2026-01-19 18:10:05 -05:00
b65dc9fd8e refactor: use generic type for ContextVar [pr] (#13998)
* use generic type for context var

removes ops_python string cast thing, allows for handling of other string vars like `_CC`

* update Context.old_context type

---------

Co-authored-by: chenyu <[email protected]>
2026-01-19 13:37:54 -05:00
Martin SzewieczekandGitHub 7010c176cf pre commit: fix path to test_assign.py (#14231) 2026-01-19 13:36:30 -05:00
sirhcmandGitHub 34f6192739 look for cuda in /opt/cuda (#14230)
* look for cuda in /opt/cuda

* regen
2026-01-19 11:51:00 -05:00
qazalandGitHub 0f61cbd51f viz: draw shapes directly on the canvas (#14229) 2026-01-20 00:57:06 +09:00
nimlgenandGitHub acb0045ba0 system: alloc_sysmem is part of interface (#14226) 2026-01-19 18:15:54 +03:00
qazalandGitHub ab426cb671 viz: simplify row line logic (#14227) 2026-01-20 00:00:28 +09:00
nimlgenandGitHub 01653db4fd nv: GPPut is mmiointerface (#14225) 2026-01-19 17:36:26 +03:00
nimlgenandGitHub 7cb7abeeb0 amd: fix scratch_wave64_lane_byte_size (#14223) 2026-01-19 15:21:39 +03:00
nimlgenandGitHub 979ce211f7 amd: missing self in aql's exec (#14224) 2026-01-19 14:27:54 +03:00
George HotzandGitHub 31bcbed6bb AMD_DISABLE_SDMA for testing with -n12 (#14216) 2026-01-19 16:10:30 +09:00
qazalandGitHub 578a4a50d3 viz: row lines in timeline (#14213)
* simple start, already works for memory graph

* add height to exec packets

* math.max, border-color

* borderline is in pixels

* row border color
2026-01-19 13:01:43 +09:00
sirhcmandGitHub 161fee9a48 move is_dtype_supported logic to renderer (#14188)
* move is_dtype_supported logic to renderer

* fix CPU_COUNT

* mypy happy

* early import libclang too with llvm

* run with debug

* skip autogen tests if MTLCompiler or llvm is loaded

* run autogen tests separately in CI

* lint
2026-01-18 22:37:04 -05:00
qazalandGitHub 7abe9b020f viz: add border colors to pkts timeline (#14211)
* viz: add border colors to pkts timeline

* 10
2026-01-19 11:37:46 +09:00
chenyuandGitHub 67d9712ef6 jit copy aliased output if it's read later (#14210) 2026-01-18 18:48:59 -05:00
chenyuandGitHub 97333b1954 jit footguns test case on assign with same buffer outputs (#14209)
related https://github.com/tinygrad/tinygrad/issues/13364
2026-01-18 16:01:09 -05:00
chenyuandGitHub e7c2df9113 improve consecutive Tensor indexing (#14208)
* improve consecutive Tensor indexing

instead of O(idx_counts*src_dims), it can just be O(idx_counts)

* test correctness
2026-01-18 15:14:33 -05:00
chenyuandGitHub c7b8f6496f remove dtypes.index_like and dtypes.fields [pr] (#14207)
barely used, so just use inline and DTYPES_DICT
2026-01-18 11:49:01 -05:00
qazalandGitHub e27a0002c5 viz: only keep the sqtt bytes for pkts (#14203)
* viz: only keep the sqtt bytes for pkts

* better option name

* work

* renames
2026-01-18 17:04:26 +09:00
qazalandGitHub d8f87ae2f2 SQTT packets to assembly mapper (#14198)
* disasm + compare to llvm

* start inst trace

* base tests pass

* work

* work

* all kernels

* qol

* refactor

* work

* work

* wave_focus

* simple

* work

* add a lot of asserts

* focus on wave0

* correct handling of IMMEDIATE_MASK

* work

* viz work

* use the metadata infra

* better
2026-01-18 16:32:13 +09:00
sirhcmandGitHub 1eb110cd7d fix memory corruption in NIR, reenable process replay (#14204) 2026-01-18 02:05:12 -05:00
George HotzandGitHub a51e0a86db assembly/amd: clean up disasm.py + add CDNA support (#14200)
* assembly/amd: clean up disasm.py

* cleanups

* add missing encodings

* decode is pretty

* cdna

* assert on failure

* cdna roudtrip

* cdna passing

* test

* lil cleanup

* variant cleanups

* cleanups
2026-01-18 14:48:44 +09:00
chenyuandGitHub 4b18c92bc5 simpler Context.__enter__ [pr] (#14201) 2026-01-18 00:38:59 -05:00
qazalandGitHub feaa804158 skip lvp process replay in CI [pr] (#14202) 2026-01-18 13:25:04 +09:00
chenyuandGitHub b12a9fea80 runtime int call instead of cast(int) (#14183) 2026-01-17 20:34:45 -05:00
George HotzandGitHub 79c1559f69 amd asm can still be simpler (#14199)
* amd asm can still be simpler

* simpler

* V_LANE_ID

* simpler

* simpler

* compact vgpr
2026-01-17 18:40:10 +09:00
chenyuandGitHub 5e6a72c33f new Onnx Gather (#14187)
instead of assuming const indices, check if it showed as a const
2026-01-16 22:24:07 -05:00
geohot 9f7f2f0e0c MAX_SQTT_PKTS 2026-01-17 12:05:36 +09:00
George HotzandGitHub 50554115ee fix VALU_SALU / IMMED_MASK and improve amd_asm_matmul (#14196)
* fix VALU_SALU / IMMED_MASK and improve amd_asm_matmul

* immed

* wave override

* restore ALT

* advance sgprs correctly

* no helpers

* decrease to 192 VGPRs
2026-01-17 11:58:34 +09:00
chenyuandGitHub ab244c7f81 onnx Gather should not assume indices to be const (#14185)
* onnx Gather should not assume indices to be const

added a failed test case

* just list
2026-01-16 20:55:00 -05:00
wozeparrotandGitHub a879b54234 tk: fa jit fix (#14170) 2026-01-16 16:38:45 -08:00
qazalandGitHub a8ae9757dd viz: put alts in the same row, LDS color (#14194)
* viz: put alts in the same row, coloring work

* assert if packets overlap

* lds color
2026-01-17 09:36:14 +09:00
qazalandGitHub 5aa71f437b viz: precise clock cycles in PKTS (#14179)
* viz: relative clock cycles in PKTS

* format clocks as xM yK 999 cycles
2026-01-17 09:08:13 +09:00
sirhcmandGitHub eafcd44d95 fix OSX image pitch (#14193) 2026-01-16 19:07:33 -05:00
sirhcmandGitHub 3960e2758c suppress_finalizing in hip (#14189) 2026-01-16 18:56:29 -05:00
qazalandGitHub 9302ab003a viz: show ALT/OTHER packets on second lane (#14192)
* viz: show dimmer ALT/OTHER packets

* remove todo comment

* work

* current vmem is gray
2026-01-17 08:55:24 +09:00
qazalandGitHub 551454f476 viz: fix wave sort, show message if sqtt trace is empty (#14190)
* show message if sqtt trace is empty

* work

* fix wave sort

* back
2026-01-17 08:01:26 +09:00
George HotzandGitHub 8a2549d42b improve amd_asm_matmul + minor VIZ PKTS improvements (#14186)
* improve amd_asm_matmul + minor VIZ PKTS improvements

* fix waitcnt issue

* cleanups
2026-01-17 06:56:59 +09:00
George HotzandGitHub 7d1d9d4568 assembly/amd: remove IMG instruction support and asm.py (#14163)
* assembly/amd: return IMG instruction supports

* remove asm.py

* op2dsl
2026-01-17 06:21:50 +09:00
chenyuandGitHub dc4ae7dd08 lower ASSERT_MIN_STEP_TIME for driving_policy to 3ms (#14184)
seems quite stable at 2.7ms now
2026-01-16 15:04:53 -05:00
chenyuandGitHub 0a14e1fcd4 fix some type ignore (#14182) 2026-01-16 13:56:45 -05:00
chenyuandGitHub fc10470883 add UOp.__index__ (#14181)
Tensor slice is handled by __getitem__, so the index method is just for SupportsIndex
2026-01-16 12:28:33 -05:00
chenyuandGitHub 6790165ef8 minor _apply_uop cleanup (#14180)
give fxn a return type and minor style change
2026-01-16 11:27:55 -05:00
nimlgenandGitHub e855ec8ee3 tbgpu: refactor dext to support user mappings (#14177) 2026-01-16 15:55:57 +03:00
qazalandGitHub bbc55962ee viz: color SQTT INST Ops like UOps (#14175) 2026-01-16 21:24:43 +09:00
qazalandGitHub 3751b29a3d viz: skip OTHER_ SQTT packets (#14178) 2026-01-16 20:37:19 +09:00
qazalandGitHub 7c1f1cb2bc viz: fix INST packets coloring (#14176)
* viz: fix INST packets coloring

* work
2026-01-16 18:46:13 +09:00
qazalandGitHub 1696991988 viz: add PKTS group to sqtt trace (#14173)
* viz: add PKTS group to sqtt trace

* soft_err for rdna4

* different itrace
2026-01-16 17:29:47 +09:00
sirhcmandGitHub a021b84604 autogen: fix enum (#14171) 2026-01-16 01:30:11 -05:00
qazalandGitHub fa5475307c viz: collapse wave packets in one row, 1 clk per packet (#14169)
* per wave packets in one row

* work

* row_tuple

* cleaner

* one row and one lane per wave

* globals split into rows based on type

* barrier length
2026-01-16 13:52:07 +09:00
sirhcmandGitHub 5abc262e22 fix dll.bind caching (#14168) 2026-01-15 20:25:42 -05:00
sirhcmandGitHub f9ca072b61 cuda compilers disassemble properly (#14166)
* cuda compilers disassemble properly

* this can use system
2026-01-15 19:02:40 -05:00
chenyuandGitHub 14e9a71a41 move test_assign to unit (#14165)
scheduling these should not depend on device
2026-01-15 17:10:13 -05:00
nimlgenandGitHub a0dd9d2146 tbgpu: correct com.apple.developer.driverkit.transport.pci entitlements (#14164)
* tbgpu: correct com.apple.developer.driverkit.transport.pci entitlements

* format
2026-01-15 20:56:39 +03:00
qazalandGitHub 32e1c267ee viz: SQTT timeline with our decoder (#14139)
* viz: sqtt OCC/INST timeline in our decoder

* todo

* lint

* work

* cleaner

* profiling

* better timing

* keep the generic api

* more generic

* 80x -> 20x off the C decoder

* unusably slow

* rm filters

* work

* work

* other way to sort ops

* work

* first 10k

* 100K actually tells a story

* barrier INST packets get their own red color and row

* minor detail

* 50K

* soft_err
2026-01-15 20:45:16 +09:00
sirhcmandGitHub 0cb024a5bb remove ctypes.Structure (#13651) 2026-01-15 05:06:22 -05:00
George HotzandGitHub 255e0573b1 assembly/amd: clean up asm/disasm (#14158)
* assembly/amd: clean up asm/disasm

* update disasm

* revert dumb stuff

* update decode

* use fmt
2026-01-15 17:45:40 +09:00
qazalandGitHub 164bc678a6 scheduler: sched_cache bugfix for different Tensor.custom_kernel schedules (#14161)
* simplest failing test

* min fix

* same function reuses the cache

* SPEC=2 never worked for custom_kernel
2026-01-15 14:59:14 +09:00
qazalandGitHub b46da603fe codegen/custom_kernel: do not attach KernelInfo to user program (#14160) 2026-01-15 14:01:48 +09:00
George HotzandGitHub fd60626ea1 assembly/amd: refactor to use op_bits/op_regs (#14156)
* assembly/amd: refactor to use op_bits/op_regs

* remove that skip

* remove another hack

* remove another hack

* precompute mask

* more reg, less hasattr
2026-01-15 11:20:21 +09:00
chenyuandGitHub add7da268f multiple slice assign test (#14157)
GANing test cases
2026-01-14 21:08:03 -05:00
George HotzandGitHub e9ce12028e assembly/amd: amdxml cleanups, remove broken SDWA/DPP, merge in pdf.py (#14154)
* assembly/amd: amdxml cleanups, remove broken SDWA/DPP

* remove buf junk

* simplify

* simplify

* lil cleanup

* dead fixes

* strip non pcode extraction from pdf

* merge pdf.py into amdxml.py

* only amdxml
2026-01-15 09:23:19 +09:00
wozeparrotandGitHub 7e5687f6a3 more fa multi fix (#14152) 2026-01-14 13:57:11 -08:00
chenyuandGitHub 1381daac06 many more failed assign tests (#14153)
assign is quite broken
2026-01-14 16:20:28 -05:00
nimlgenandGitHub 8c55ef4f01 amd: cleanup props (#14145)
* amd: cleanup props

* f
2026-01-14 20:27:41 +03:00
chenyuandGitHub 899a56446e failed assign test cases with write before read (#14148)
slice assign write before read fails now. this is why kv cache needs a realize
2026-01-14 10:30:50 -05:00
chenyuandGitHub 986e865830 fix TINY_BACKEND=1 cumsum (#14138)
* fix TINY_BACKEND=1 cumsum

old hack was wrong, need to apply contiguous on the input

* test time

* test_linalg_svd is slow
2026-01-14 09:54:49 -05:00
qazalandGitHub 434dbafab5 optional Estimates in KernelInfo (#14147)
* optional Estimates in KernelInfo

* custom asm test plumbing

* s_code_end

* estimates test

* vaddr arg in global_store

* kernel desc

* Ops.DEVICE name
2026-01-14 22:55:03 +09:00
qazalandGitHub 76b577ee76 viz: only SIMD name in sqtt timeline rows (#14146) 2026-01-14 20:13:27 +09:00
George HotzandGitHub e5500ae4ad add ALU stuff to default perf counters (#14135)
* add ALU stuff to default perf counters

* lds

* add alu utilization

* cleaner

* format as percent

* cleanest

* roc
2026-01-14 19:47:59 +09:00
nimlgenandGitHub 86708ccac5 hip_ioctl: dump aql (#14142) 2026-01-14 13:15:10 +03:00
nimlgenandGitHub f9147422a3 ci: add setcap (#14143) 2026-01-14 13:15:01 +03:00
nimlgenandGitHub 62c1a014a6 amd: rename to be consistent (#14141) 2026-01-14 11:41:04 +03:00
sirhcmandGitHub e0eea0d833 autogen: verify all files in CI (#14140)
* autogen: verify all files in CI

* dont delete libclang
2026-01-14 02:35:54 -05:00
chenyuandGitHub 2a2c1eacf6 disable fast_idiv on metal (#14137)
there's a metal compiler bug which was the root cause that keccak needs a contigous hack
2026-01-13 21:40:40 -05:00
wozeparrotandGitHub a92778aa0c tk: fa multi fix (#14134) 2026-01-13 17:22:15 -08:00
George HotzandGitHub 2ab18ea7e3 assembly/amd: use xml instead of pdf (#14118)
* assembly/amd: use xml instead of pdf

* use amdxml to generate info about op sizes

* fix many tests with invalid instructions

* fix info generation

* chad xml fixes many bugs

* rename to operands

* simplify

* amdxml

* bug fix
2026-01-14 10:03:37 +09:00
qazalandGitHub 002ea39da7 assembly/amd: use Tensor.custom_kernel to run assembly (#14125)
* assembly/amd: use Tensor.custom_kernel to run assembly

* PRINT_ASM=1 is DEBUG=4
2026-01-14 08:29:25 +09:00
chenyuandGitHub fe00682502 clean up svd tests (#14133)
removed from test_ops and added to TestTorchBackend
2026-01-13 16:32:21 -05:00
chenyuandGitHub 84b88a0a31 more doc of newly added functions (#14132) 2026-01-13 15:48:45 -05:00
chenyuandGitHub e610821c52 Tensor.cummin and Tensor.nonzero (#14131) 2026-01-13 15:09:56 -05:00
chenyuandGitHub 176a934ddd Tensor.diagonal support offset and dims (#14130) 2026-01-13 14:49:06 -05:00
chenyuandGitHub 2a217ba206 tinybackend isin and log10 (#14120)
can use tinygrad directly
2026-01-13 14:14:09 -05:00
qazalandGitHub 79d00521f8 viz: fix cfg err when endpgm is in the middle of stream (#14128)
* kernel from beautiful_mnist

* minimal test

* correct way to do this

* rm that
2026-01-14 02:00:34 +09:00
qazalandGitHub 7fe91e5db9 viz: cleanup cfg renderer (#14127)
* remove colorDomains from sqtt

* colors in js

* work
2026-01-14 01:10:42 +09:00
nimlgenandGitHub 1364449cab system: early pci perm check (#14126)
* system: early pci perm check

* l
2026-01-13 17:45:05 +03:00
George HotzandGitHub a28c8105a5 assembly/amd: 2% faster amd_uop_matmul + SQTT (#14122)
* assembly/amd: 2% faster amd_uop_matmul

* SQTT_TOKEN_EXCLUDE + SQTT_SIMD_SEL

* sqtt printer

* fix printer

* fast decode

* fast decoder

* test packet counts

* ugh it's not faster

* dead
2026-01-13 19:55:32 +09:00
qazalandGitHub 6cd318e377 viz: add link to graph from sqtt (#14123) 2026-01-13 17:31:03 +09:00
qazalandGitHub fd10fd245a viz: cfg tokenizer fix and unit tests (#14121)
* output Ops.BINARY

* failing test for the cfg

* dsl renamed to offset and sz

* add better asserts

* move the note
2026-01-13 15:08:55 +09:00
chenyuandGitHub 05fcb57696 also return index in Tensor.cummax (#14117)
* also return index in Tensor.cummax

* fix
2026-01-12 22:42:10 -05:00
wozeparrotandGitHub 7c967399a4 tk: add failing test for fa multidevice (#14116) 2026-01-12 19:11:09 -08:00
George HotzandGitHub 330a0b686e assembly/amd: clean up dsl and make type verification strict (#14102)
* assembly/amd: start newdsl

* work

* newdsl upd

* Reg is p nice

* cleaner

* work

* getting clean

* all fields

* more BitFields

* redo the pdfs with dsl2 syntax

* no lit

* cleanups

* more defaults

* fix get and remove crap

* aliases

* ugly but kind of works

* NULL, not rawimm

* clean up defaults

* only dsl

* asm fixes

* lit fixup

* more lit

* cleanups

* olddsl

* single pcode dict

* emu sort of works

* trash test

* global is global

* types property

* reg mods

* fix a few tests

* remove monkey patch

* fixes

* less hacks in tests

* less hacks in tests

* 4 test failures

* hw tests all pass

* fix compare emulator

* fix some tests

* 3 more

* fix and shorten sqtt

* handwritten

* fix validation

* test corrections

* all types validate

* fix dsl2 tests

* fix bugs in disasm

* skips on cdna

* work

* repr with reg[]

* fix bitfield tests

* merge pcodes in dsl

* remove override

* disasm uses inst.types

* simpler
2026-01-13 08:52:16 +09:00
C TandGitHub a8c821f45e add Tensor.log10 with test\test_ops.py::TestOps::test_log10 (#14113) 2026-01-12 13:45:47 -05:00
chenyuandGitHub 6b0a9f5ee6 don't strip sink in to_uops_list [pr] (#14111) 2026-01-12 11:19:03 -05:00
chenyuandGitHub cad7feec02 more onnx ops (#14104)
HannWindow, HammingWindow, BlackmanWindow, Hardmax, LpNormalization
2026-01-12 09:11:13 -05:00
nimlgenandGitHub 635ed2df9d system: use pci.PCI_VENDOR_ID instead of const (#14109) 2026-01-12 15:24:09 +03:00
qazalandGitHub 6c0f0e29ff Revert "viz: loading... (#14107)" (#14108)
This reverts commit 9347757c2d.
2026-01-12 20:45:37 +09:00
nimlgenandGitHub 9347757c2d viz: loading... (#14107) 2026-01-12 13:24:24 +03:00
wozeparrotandGitHub 3a92df66ea feat: bump version to 0.12.0 (#14105) 2026-01-11 21:19:49 -08:00
chenyuandGitHub 7c234a9c7c wgsl cleanup [pr] (#14103)
refactor common pack functions
2026-01-11 21:23:45 -05:00
George HotzandGitHub 91bde927ef assembly/amd: split asm.py into asm.py and disasm.py (#14101)
* split asm.py into asm.py and disasm.py

* split decoder

* move to pcode

* tests
2026-01-12 07:22:02 +09:00
440 changed files with 184287 additions and 149298 deletions
+1 -1
View File
@@ -11,5 +11,5 @@ runs:
git fetch origin $CURRENT_SHA
export COMMIT_MESSAGE=$(git show -s --format=%B "$CURRENT_SHA")
export CURRENT_HEAD=$(git rev-parse HEAD)
cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && IGNORE_OOB=1 PYTHONPATH=. python3 process_replay.py
cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && CHECK_OOB=0 PYTHONPATH=. python3 process_replay.py
git checkout $CURRENT_HEAD # restore to branch
+35 -12
View File
@@ -56,7 +56,15 @@ runs:
# **** Caching packages ****
- name: Cache Python packages (PR)
if: github.event_name == 'pull_request'
id: restore-venv-pr
uses: actions/cache/restore@v4
with:
path: ${{ github.workspace }}/.venv
key: venv-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-${{ inputs.deps }}-${{ inputs.pydeps }}-${{ env.CACHE_VERSION }}
- name: Cache Python packages
if: github.event_name != 'pull_request'
id: restore-venv
uses: actions/cache@v4
with:
@@ -65,23 +73,23 @@ runs:
# **** Caching downloads ****
- name: Cache downloads (Linux)
if: inputs.key != '' && runner.os == 'Linux'
uses: actions/cache@v4
- name: Cache downloads (PR)
if: inputs.key != '' && github.event_name == 'pull_request'
uses: actions/cache/restore@v4
with:
path: ~/.cache/tinygrad/downloads/
path: ${{ runner.os == 'Linux' && '~/.cache/tinygrad/downloads/' || '~/Library/Caches/tinygrad/downloads/' }}
key: downloads-${{ github.job }}-${{ inputs.key }}-${{ env.CACHE_VERSION }}
- name: Cache downloads (macOS)
if: inputs.key != '' && runner.os == 'macOS'
- name: Cache downloads
if: inputs.key != '' && github.event_name != 'pull_request'
uses: actions/cache@v4
with:
path: ~/Library/Caches/tinygrad/downloads/
path: ${{ runner.os == 'Linux' && '~/.cache/tinygrad/downloads/' || '~/Library/Caches/tinygrad/downloads/' }}
key: downloads-${{ github.job }}-${{ inputs.key }}-${{ env.CACHE_VERSION }}
# **** Python deps ****
- name: Install dependencies in venv (with extra)
if: inputs.deps != '' && steps.restore-venv.outputs.cache-hit != 'true'
if: inputs.deps != '' && steps.restore-venv-pr.outputs.cache-hit != 'true' && steps.restore-venv.outputs.cache-hit != 'true'
shell: bash
run: |
python -m venv .venv
@@ -92,7 +100,7 @@ runs:
fi
python -m pip install -e ".[${{ inputs.deps }}]" ${{ inputs.pydeps }} --extra-index-url https://download.pytorch.org/whl/cpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/Triton-Nightly/pypi/simple/
- name: Install dependencies in venv (without extra)
if: inputs.deps == '' && steps.restore-venv.outputs.cache-hit != 'true'
if: inputs.deps == '' && steps.restore-venv-pr.outputs.cache-hit != 'true' && steps.restore-venv.outputs.cache-hit != 'true'
shell: bash
run: |
python -m venv .venv
@@ -182,8 +190,14 @@ runs:
echo "pkgs=$pkgs" >> "$GITHUB_OUTPUT"
echo "hash=$(echo -n "$pkgs" | sha256sum | cut -d' ' -f1)" >> "$GITHUB_OUTPUT"
- name: Cache apt (PR)
if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.cuda == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true') && github.event_name == 'pull_request'
uses: actions/cache/restore@v4
with:
path: /var/cache/apt/archives/
key: ${{ runner.os }}-apt-${{ steps.apt-pkgs.outputs.hash }}-${{ env.CACHE_VERSION }}
- name: Cache apt
if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.cuda == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true')
if: runner.os == 'Linux' && (inputs.opencl == 'true' || inputs.amd == 'true' || inputs.cuda == 'true' || inputs.webgpu == 'true' || inputs.llvm == 'true') && github.event_name != 'pull_request'
uses: actions/cache@v4
with:
path: /var/cache/apt/archives/
@@ -239,8 +253,17 @@ runs:
ln -s /opt/homebrew/opt/[email protected] /opt/homebrew/opt/boost || true
ln -s /opt/homebrew/opt/boost/lib/libboost_atomic-mt.dylib /opt/homebrew/opt/boost/lib/libboost_atomic.dylib || true
ln -s /opt/homebrew/opt/boost/lib/libboost_thread-mt.dylib /opt/homebrew/opt/boost/lib/libboost_thread.dylib || true
- name: Cache gpuocelot (PR)
if: inputs.ocelot == 'true' && github.event_name == 'pull_request'
id: cache-build-pr
uses: actions/cache/restore@v4
env:
cache-name: cache-gpuocelot-build-1
with:
path: ${{ github.workspace }}/gpuocelot/ocelot
key: ${{ runner.os }}-gpuocelot-b16039dc940dc6bc4ea0a98380495769ff35ed99-rebuild-${{ env.CACHE_VERSION }}
- name: Cache gpuocelot
if: inputs.ocelot == 'true'
if: inputs.ocelot == 'true' && github.event_name != 'pull_request'
id: cache-build
uses: actions/cache@v4
env:
@@ -249,7 +272,7 @@ runs:
path: ${{ github.workspace }}/gpuocelot/ocelot
key: ${{ runner.os }}-gpuocelot-b16039dc940dc6bc4ea0a98380495769ff35ed99-rebuild-${{ env.CACHE_VERSION }}
- name: Clone/compile gpuocelot
if: inputs.ocelot == 'true' && steps.cache-build.outputs.cache-hit != 'true'
if: inputs.ocelot == 'true' && steps.cache-build-pr.outputs.cache-hit != 'true' && steps.cache-build.outputs.cache-hit != 'true'
shell: bash
run: |
git clone --recurse-submodules https://github.com/gpuocelot/gpuocelot.git ${{ github.workspace }}/gpuocelot
+7 -17
View File
@@ -40,30 +40,20 @@ jobs:
mesa: 'true'
pydeps: 'pyyaml mako'
- name: Install autogen support packages
run: sudo apt-get install -y --no-install-recommends libclang-20-dev llvm-20-dev hip-dev libusb-1.0-0-dev
run: sudo apt-get install -y --no-install-recommends libclang-20-dev llvm-20-dev hip-dev libusb-1.0-0-dev libdrm-dev
- name: Regenerate autogen files
run: |
rm tinygrad/runtime/autogen/opencl.py
find tinygrad/runtime/autogen -type f -name "*.py" -not -name "__init__.py" -not -name "comgr_3.py" -not -name "metal.py" -not -name "iokit.py" -not -name "corefoundation.py" -not -name "libclang.py" -delete
python3 -c "from tinygrad.runtime.autogen import opencl"
rm tinygrad/runtime/autogen/{cuda,nvrtc,nvjitlink,nv_570,nv}.py
python3 -c "from tinygrad.runtime.autogen import cuda, nvrtc, nvjitlink, nv_570, nv"
rm tinygrad/runtime/autogen/{comgr,hsa,hip,amd_gpu,sqtt,rocprof}.py
python3 -c "from tinygrad.runtime.autogen import comgr, hsa, hip, amd_gpu, sqtt, rocprof"
rm tinygrad/runtime/autogen/am/{am,pm4_soc15,pm4_nv,sdma_4_0_0,sdma_5_0_0,sdma_6_0_0,smu_v13_0_0,smu_v14_0_2}.py
python3 -c "from tinygrad.runtime.autogen.am import am, pm4_soc15, pm4_nv, sdma_4_0_0, sdma_5_0_0, sdma_6_0_0, smu_v13_0_0, smu_v14_0_2"
rm tinygrad/runtime/autogen/{libc,kfd,io_uring,ib,pci,vfio}.py
python3 -c "from tinygrad.runtime.autogen import cuda, nvrtc, nvjitlink, nv_570, nv_580, nv"
python3 -c "from tinygrad.runtime.autogen import comgr, hsa, hip, amd_gpu, sqtt, rocprof, amdgpu_kd, amdgpu_drm"
python3 -c "from tinygrad.runtime.autogen.am import am, pm4_soc15, pm4_nv, sdma_4_0_0, sdma_5_0_0, sdma_6_0_0, smu_v13_0_0, smu_v13_0_6, smu_v14_0_2"
python3 -c "from tinygrad.runtime.autogen import libc, kfd, io_uring, ib, pci, vfio"
rm tinygrad/runtime/autogen/llvm.py
python3 -c "from tinygrad.runtime.autogen import llvm"
rm tinygrad/runtime/autogen/webgpu.py
python3 -c "from tinygrad.runtime.autogen import webgpu"
rm tinygrad/runtime/autogen/{kgsl,qcom_dsp}.py
python3 -c "from tinygrad.runtime.autogen import kgsl, qcom_dsp"
rm tinygrad/runtime/autogen/libusb.py
python3 -c "from tinygrad.runtime.autogen import libusb"
rm tinygrad/runtime/autogen/mesa.py
python3 -c "from tinygrad.runtime.autogen import mesa"
rm tinygrad/runtime/autogen/avcodec.py
python3 -c "from tinygrad.runtime.autogen import avcodec"
REGEN=1 python3 -c "from tinygrad.runtime.autogen import libclang"
- name: Check for differences
@@ -93,8 +83,8 @@ jobs:
llvm: 'true'
- name: Regenerate autogen files
run: |
rm tinygrad/runtime/autogen/metal.py
LIBCLANG_PATH=/opt/homebrew/opt/llvm@20/lib/libclang.dylib python3 -c "from tinygrad.runtime.autogen import metal"
rm tinygrad/runtime/autogen/metal.py tinygrad/runtime/autogen/iokit.py tinygrad/runtime/autogen/corefoundation.py
python3 -c "from tinygrad.runtime.autogen import metal, iokit, corefoundation"
- name: Check for differences
run: |
if ! git diff --quiet; then
+75 -19
View File
@@ -16,6 +16,48 @@ on:
workflow_dispatch:
jobs:
# the goal of this test is to replicate a normal person on a laptop running the test
# no process replay, no benchmarks, no CI, just a normal laptop person
# the 3 minute timeout should not be raised
testmacpytest:
name: Mac pytest
runs-on: [self-hosted, macOS]
timeout-minutes: 3
defaults:
run:
shell: bash -e -o pipefail {0}
if: github.repository_owner == 'tinygrad'
steps:
- name: Checkout Code
uses: actions/checkout@v4
# brew install uv
- name: setup python environment
run: |
rm -rf /tmp/tinygrad_pytest_ci
uv venv /tmp/tinygrad_pytest_ci
source /tmp/tinygrad_pytest_ci/bin/activate
uv pip install .[testing]
- name: setup staging db
run: |
echo "CACHEDB=/tmp/pytest-db-ci.db" >> $GITHUB_ENV
rm -f /tmp/pytest-db-ci*
# TODO: remove this step once all old caches are migrated
- name: Migrate old huggingface cache (symlinks break onnxruntime 1.24+)
run: |
cd ~/Library/Caches/tinygrad/downloads/models 2>/dev/null || exit 0
for old_dir in models--*; do
[ -d "$old_dir" ] || continue
repo_id=$(echo "$old_dir" | sed 's/models--//; s/--/\//g')
snapshot=$(ls -1 "$old_dir/snapshots" 2>/dev/null | head -1)
[ -n "$snapshot" ] || continue
mkdir -p "$repo_id"
cp -RLn "$old_dir/snapshots/$snapshot/"* "$repo_id/" 2>/dev/null || true
done
- name: Run pytest -nauto
run: |
source /tmp/tinygrad_pytest_ci/bin/activate
pytest -nauto --durations=20
testmacbenchmark:
name: Mac Benchmark
env:
@@ -145,6 +187,10 @@ jobs:
run: |
echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV
rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal
- name: Kill stale pids
run: |
PYTHONPATH=. ./extra/hcq/hcq_smi.py amd kill_pids
PYTHONPATH=. ./extra/hcq/hcq_smi.py nv kill_pids
- name: UsbGPU boot time
run: sudo -E PYTHONPATH=. DEBUG=2 AM_RESET=1 AMD=1 AMD_IFACE=USB time python3.11 test/test_tiny.py TestTiny.test_plus
- name: UsbGPU tiny tests
@@ -329,10 +375,12 @@ jobs:
steps:
- name: Checkout Code
uses: actions/checkout@v4
- name: Remove amdgpu
run: sudo rmmod amdgpu || true
- name: Cleanup running AM processes
run: python extra/amdpci/am_smi.py --pids --kill
- name: Setcap to python
run: ./extra/amdpci/setup_python_cap.sh
- name: Remove amd modules
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd rmmod
- name: Kill stale pids
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd kill_pids
#- name: Insert amdgpu
# run: sudo modprobe amdgpu
- name: Symlink models and datasets
@@ -439,10 +487,12 @@ jobs:
steps:
- name: Checkout Code
uses: actions/checkout@v4
- name: Remove amdgpu
run: sudo rmmod amdgpu || true
- name: Cleanup running AM processes
run: python extra/amdpci/am_smi.py --pids --kill
- name: Setcap to python
run: ./extra/amdpci/setup_python_cap.sh
- name: Remove amd modules
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd rmmod
- name: Kill stale pids
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd kill_pids
- name: Symlink models and datasets
run: |
mkdir -p weights
@@ -489,10 +539,12 @@ jobs:
steps:
- name: Checkout Code
uses: actions/checkout@v4
- name: Remove amdgpu
run: sudo rmmod amdgpu || true
- name: Cleanup running AM processes
run: python extra/amdpci/am_smi.py --pids --kill
- name: Setcap to python
run: ./extra/amdpci/setup_python_cap.sh
- name: Remove amd modules
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd rmmod
- name: Kill stale pids
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd kill_pids
- name: Symlink models and datasets
run: |
mkdir -p weights
@@ -541,7 +593,7 @@ jobs:
- name: reset process replay
run: test/external/process_replay/reset.py
- name: openpilot compile3 0.10.0 driving_policy
run: BENCHMARK_LOG=openpilot_0_10_0_policy PYTHONPATH="." ASSERT_MIN_STEP_TIME=4 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.10.0/selfdrive/modeld/models/driving_policy.onnx
run: BENCHMARK_LOG=openpilot_0_10_0_policy PYTHONPATH="." ASSERT_MIN_STEP_TIME=3 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.10.0/selfdrive/modeld/models/driving_policy.onnx
- name: openpilot compile3 0.10.0 dmonitoring
run: BENCHMARK_LOG=openpilot_0_10_0_dmonitoring PYTHONPATH="." ASSERT_MIN_STEP_TIME=11 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.10.0/selfdrive/modeld/models/dmonitoring_model.onnx
- name: DEBUG=2 openpilot compile3 0.10.1 driving_vision
@@ -553,9 +605,9 @@ jobs:
- name: openpilot compile3 0.10.1 driving_vision
run: BENCHMARK_LOG=openpilot_0_10_1_vision PYTHONPATH="." ASSERT_MIN_STEP_TIME=17 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/720392c9a5b986981fdbed1bb8c47a6c5573a50e/selfdrive/modeld/models/driving_vision.onnx
- name: openpilot compile3 0.10.1 driving_policy
run: BENCHMARK_LOG=openpilot_0_10_1_policy PYTHONPATH="." ASSERT_MIN_STEP_TIME=4 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/720392c9a5b986981fdbed1bb8c47a6c5573a50e/selfdrive/modeld/models/driving_policy.onnx
run: BENCHMARK_LOG=openpilot_0_10_1_policy PYTHONPATH="." ASSERT_MIN_STEP_TIME=3 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/720392c9a5b986981fdbed1bb8c47a6c5573a50e/selfdrive/modeld/models/driving_policy.onnx
- name: openpilot compile3 0.10.1 dmonitoring
run: BENCHMARK_LOG=openpilot_0_10_1_dmonitoring PYTHONPATH="." ASSERT_MIN_STEP_TIME=10 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/720392c9a5b986981fdbed1bb8c47a6c5573a50e/selfdrive/modeld/models/dmonitoring_model.onnx
run: BENCHMARK_LOG=openpilot_0_10_1_dmonitoring PYTHONPATH="." ASSERT_MIN_STEP_TIME=11 DEV=QCOM FLOAT16=1 IMAGE=2 NOLOCALS=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/720392c9a5b986981fdbed1bb8c47a6c5573a50e/selfdrive/modeld/models/dmonitoring_model.onnx
- name: benchmark MobileNetV2 on DSP
run: |
# generate quantized weights
@@ -578,10 +630,12 @@ jobs:
steps:
- name: Checkout Code
uses: actions/checkout@v4
- name: Setcap to python
run: ./extra/amdpci/setup_python_cap.sh
- name: Remove amd modules
run: ./extra/hcq/hcq_smi.py amd rmmod
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd rmmod
- name: Kill stale pids
run: ./extra/hcq/hcq_smi.py amd kill_pids
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py amd kill_pids
- name: Symlink models and datasets
run: |
mkdir -p weights
@@ -640,10 +694,12 @@ jobs:
steps:
- name: Checkout Code
uses: actions/checkout@v4
- name: Setcap to python
run: ./extra/amdpci/setup_python_cap.sh
- name: Remove nv modules
run: ./extra/hcq/hcq_smi.py nv rmmod
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py nv rmmod
- name: Kill stale pids
run: ./extra/hcq/hcq_smi.py nv kill_pids
run: PYTHONPATH=. ./extra/hcq/hcq_smi.py nv kill_pids
- name: Symlink models and datasets
run: |
mkdir -p weights
+86 -66
View File
@@ -5,7 +5,7 @@ env:
CAPTURE_PROCESS_REPLAY: 1
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
PYTHONPATH: ${{ github.workspace }}
IGNORE_OOB: 0
CHECK_OOB: 1
on:
push:
@@ -26,19 +26,19 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: llvm-speed
deps: testing_minimal
deps: testing_unit
llvm: 'true'
- name: Speed Test
run: CPU=1 CPU_LLVM=1 python3 test/speed/external_test_speed_v_torch.py
run: CPU=1 CPU_LLVM=1 THREADS=0 python3 test/speed/external_test_speed_v_torch.py
- name: Speed Test (BEAM=2)
run: BEAM=2 CPU=1 CPU_LLVM=1 python3 test/speed/external_test_speed_v_torch.py
run: BEAM=2 CPU=1 CPU_LLVM=1 THREADS=0 python3 test/speed/external_test_speed_v_torch.py
docs:
name: Docs
runs-on: ubuntu-22.04
timeout-minutes: 10
env:
IGNORE_OOB: 1
CHECK_OOB: 0
steps:
- name: Checkout Code
uses: actions/checkout@v4
@@ -98,7 +98,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: torch-backend-pillow-torchvision-et-pt
deps: testing_minimal
deps: testing_unit
pydeps: "pillow torchvision expecttest"
llvm: 'true'
- name: Install ninja
@@ -110,7 +110,7 @@ jobs:
- name: Test ResNet-18
run: DEBUG=2 python3 extra/torch_backend/example.py
- name: custom tests
run: python3 extra/torch_backend/test.py
run: python3 -m pytest -n auto extra/torch_backend/test.py --durations=20
- name: Test one op in torch tests
run: DEBUG=2 python3 extra/torch_backend/torch_tests.py TestTinyBackendPRIVATEUSE1.test_unary_log_tiny_float32
- name: Test Ops with TINY_BACKEND
@@ -134,7 +134,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: torch-backend-pillow-torchvision-et-pt
deps: testing_minimal
deps: testing_unit
llvm: 'true'
- name: Install ninja
run: |
@@ -156,7 +156,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: be-minimal
deps: testing_minimal
deps: testing_unit
- name: Test dtype with Python emulator
run: DEBUG=1 PYTHON=1 python3 -m pytest -n=auto test/test_dtype.py test/test_dtype_alu.py
- name: Test ops with Python emulator
@@ -207,11 +207,11 @@ jobs:
run: DEBUG=2 AMX=1 EMULATE=AMX FORWARD_ONLY=1 PYTHON=1 python3 test/opt/test_tensor_cores.py
- name: Test device flop counts
run: |
DEBUG=2 EMULATE=METAL PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=AMD PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=CUDA PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=INTEL PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 AMX=1 EMULATE=AMX PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStats.test_simple_matmul
DEBUG=2 EMULATE=METAL PYTHON=1 python3 ./test/null/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=AMD PYTHON=1 python3 ./test/null/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=CUDA PYTHON=1 python3 ./test/null/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 EMULATE=INTEL PYTHON=1 python3 ./test/null/test_uops_stats.py TestUOpsStatsMatmulHalf
DEBUG=2 AMX=1 EMULATE=AMX PYTHON=1 python3 ./test/null/test_uops_stats.py TestUOpsStats.test_simple_matmul
linter:
name: Linters
@@ -229,19 +229,20 @@ jobs:
deps: linting
- name: Lint bad-indentation and trailing-whitespace with pylint
run: python -m pylint --disable=all -e W0311 -e C0303 --jobs=0 --indent-string=' ' --recursive=y .
- name: Lint with ruff
- name: Run pre-commit linting hooks
run: SKIP=tiny,tests,example pre-commit run --all-files
- name: Lint additional files with ruff
run: |
pip3 install --upgrade --force-reinstall ruff==0.14.10
pre-commit run ruff --all-files
python3 -m ruff check examples/mlperf/ --ignore E501
python3 -m ruff check extra/thunder/tiny/ --ignore E501 --ignore F841 --ignore E722
python3 -m ruff check extra/torch_backend/backend.py
- name: Run mypy
- name: Run mypy with lineprecision report
run: |
python -m mypy --lineprecision-report .
grep -v autogen lineprecision.txt | awk 'NR>2 {lines+=$2; precise+=$3; imprecise+=$4; any+=$5; empty+=$6} END {t=lines-empty; printf "TOTAL: %d lines, %d precise (%.1f%%), %d imprecise (%.1f%%), %d any (%.1f%%)\n", t, precise, 100*precise/t, imprecise, 100*imprecise/t, any, 100*any/t}'
cat lineprecision.txt
- name: Run TYPED=1
run: TYPED=1 python -c "import tinygrad"
run: CHECK_OOB=0 DEV=CPU TYPED=1 python test/test_tiny.py
unittest:
name: Unit Tests
@@ -254,25 +255,30 @@ jobs:
- name: Setup Environment
uses: ./.github/actions/setup-tinygrad
with:
key: unittest-12
pydeps: "pillow numpy ftfy regex"
key: unittest-13
pydeps: "pillow ftfy regex pre-commit"
deps: testing_unit
llvm: 'true'
amd: 'true'
- name: Run pre-commit test hooks
run: SKIP=ruff,mypy pre-commit run --all-files
- name: Check Device.DEFAULT
run: python -c "from tinygrad import Device; assert Device.DEFAULT == 'CPU', Device.DEFAULT"
- name: Run unit tests
run: |
CPU=1 python test/unit/test_device.py TestRunAsModule.test_module_runs
CPU=1 python -m pytest -n=auto test/unit/ --durations=20 --deselect=test/unit/test_device.py::TestRunAsModule::test_module_runs
CPU=1 python test/null/test_device.py TestRunAsModule.test_module_runs
CPU=1 python -m pytest -n=auto test/unit/ --durations=20
- name: Run NULL backend tests
run: NULL=1 python -m pytest -n=auto test/null/ --durations=20
- name: Run targetted tests on NULL backend
run: NULL=1 python3 -m unittest test.test_multitensor.TestMultiTensor.test_data_parallel_resnet_train_step test/device/test_null.py
run: NULL=1 python3 -m unittest test.test_multitensor.TestMultiTensor.test_data_parallel_resnet_train_step
# TODO: too slow
# - name: Run SDXL on NULL backend
# run: NULL=1 DEBUG=1 python3 examples/sdxl.py --seed 0 --noshow --timing --fakeweights
- name: Run Clip tests for SD MLPerf on NULL backend
run: NULL=1 python -m pytest -n=auto test/external/mlperf_stable_diffusion/external_test_models.py::TestOpenClip --durations=20
- name: Run AMD emulated BERT training on NULL backend
run: EMULATE=AMD_RDNA4 NULL=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=66 GPUS=1 BERT_LAYERS=2 MODEL=bert python3 examples/mlperf/model_train.py
run: EMULATE=AMD_RDNA4 NULL=1 NULL_ALLOW_COPYOUT=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=66 GPUS=1 BERT_LAYERS=2 MODEL=bert python3 examples/mlperf/model_train.py
# TODO: support fake weights
#- name: Run LLaMA 7B on 4 fake devices
# run: NULL=1 python3 examples/llama.py --gen 1 --size 7B --shard 4 --prompt "Hello." --count 3 --temperature 0 --timing
@@ -310,7 +316,7 @@ jobs:
deps: testing_unit
python-version: '3.14'
- name: Test SPEC=2
run: SPEC=2 pytest --maxfail=10 -n auto --durations=30 --ignore=test/models --ignore test/test_custom_kernel.py --ignore test/unit/test_hashing.py --ignore test/unit/test_autogen.py --timeout 60 -k "not test_setitem_big" --splits 2 --group ${{ matrix.group }}
run: SPEC=2 pytest --maxfail=10 -n auto --durations=30 --ignore=test/models --ignore=test/null --ignore test/test_custom_kernel.py --ignore test/unit/test_hashing.py --timeout 60 -k "not test_setitem_big" --splits 2 --group ${{ matrix.group }}
fuzzing:
name: Fuzzing
@@ -344,7 +350,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: gpu-image
deps: testing_minimal
deps: testing_unit
opencl: 'true'
- name: Test CL IMAGE=2 ops
run: |
@@ -365,7 +371,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: gen-dataset
deps: testing_minimal
deps: testing
opencl: 'true'
- name: Generate Dataset
run: CL=1 extra/optimization/generate_dataset.sh
@@ -420,7 +426,7 @@ jobs:
with:
key: onnxoptc
deps: testing
python-version: '3.11'
python-version: '3.12'
llvm: 'true'
- name: Test ONNX (CPU)
run: CPU=1 CPU_LLVM=0 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
@@ -448,7 +454,7 @@ jobs:
key: onnxoptl
deps: testing
pydeps: "tensorflow==2.19"
python-version: '3.11'
python-version: '3.12'
opencl: 'true'
- name: Test ONNX (CL)
run: CL=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
@@ -461,11 +467,11 @@ jobs:
- name: Test MLPerf stuff
run: CL=1 python -m pytest -n=auto test/external/external_test_optim.py test/external/external_test_losses.py test/external/external_test_metrics.py test/external/external_test_datasets.py --durations=20
- name: NULL=1 beautiful_mnist_multigpu
run: NULL=1 python examples/beautiful_mnist_multigpu.py
run: NULL=1 NULL_ALLOW_COPYOUT=1 python examples/beautiful_mnist_multigpu.py
- name: Test Bert training
run: NULL=1 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=24 GPUS=4 BERT_LAYERS=2 MODEL=bert python3 examples/mlperf/model_train.py
run: NULL=1 NULL_ALLOW_COPYOUT=1 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=24 GPUS=4 BERT_LAYERS=2 MODEL=bert python3 examples/mlperf/model_train.py
- name: Test llama 3 training
run: NULL=1 SAMPLES=300 BS=8 SEQLEN=512 GRADIENT_ACC_STEPS=1 FAKEDATA=1 DEFAULT_FLOAT=bfloat16 OPTIM_DTYPE=bfloat16 LLAMA3_SIZE=1B MODEL=llama3 python3 examples/mlperf/model_train.py
run: NULL=1 NULL_ALLOW_COPYOUT=1 SAMPLES=300 BS=8 SEQLEN=512 GRADIENT_ACC_STEPS=1 FAKEDATA=1 DEFAULT_FLOAT=bfloat16 OPTIM_DTYPE=bfloat16 LLAMA3_SIZE=1B MODEL=llama3 python3 examples/mlperf/model_train.py
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -474,7 +480,7 @@ jobs:
runs-on: ubuntu-24.04
timeout-minutes: 15
env:
IGNORE_OOB: 1
CHECK_OOB: 0
steps:
- name: Checkout Code
uses: actions/checkout@v4
@@ -522,7 +528,7 @@ jobs:
with:
key: metal
deps: testing
python-version: '3.11'
python-version: '3.12'
- name: Test models (Metal)
run: METAL=1 python -m pytest -n=auto test/models --durations=20
- name: Test LLaMA compile speed
@@ -541,7 +547,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: devectorize-minimal
deps: testing_minimal
deps: testing_unit
pydeps: "pillow"
llvm: "true"
- name: Test LLVM=1 DEVECTORIZE=0
@@ -562,8 +568,8 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: dsp-minimal
deps: testing_minimal
pydeps: "onnx==1.18.0 onnxruntime pillow"
deps: testing_unit
pydeps: "onnx==1.18.0 onnxruntime ml_dtypes"
llvm: "true"
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
@@ -596,8 +602,8 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: webgpu-minimal
deps: testing_minimal
python-version: '3.11'
deps: testing_unit
python-version: '3.12'
webgpu: 'true'
- name: Check Device.DEFAULT (WEBGPU) and print some source
run: |
@@ -605,7 +611,7 @@ jobs:
WEBGPU=1 DEBUG=4 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
- name: Run selected webgpu tests
run: |
WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Vulkan" python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20
WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Vulkan" python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --durations=20
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -630,7 +636,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: ${{ matrix.backend }}-minimal
deps: testing_minimal
deps: testing_unit
amd: 'true'
llvm: ${{ matrix.backend == 'amdllvm' && 'true' }}
- name: Check Device.DEFAULT and print some source
@@ -648,16 +654,23 @@ jobs:
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20
- name: Run TestOps.test_add with SQTT
run: |
VIZ=1 PMC=1 DEBUG=5 python3 test/test_ops.py TestOps.test_add
VIZ=1 SQTT=1 DEBUG=5 python3 test/test_ops.py TestOps.test_add
VIZ=-2 DEBUG=5 python3 test/test_ops.py TestOps.test_add
extra/sqtt/rgptool.py create "/tmp/profile.pkl.$USER" -o /tmp/gpu0.rgp
- name: Run AMD emulated mmapeak on NULL backend
env:
AMD: 0
run: PYTHONPATH=. NULL=1 EMULATE=AMD python extra/mmapeak/mmapeak.py
- name: Run process replay tests
uses: ./.github/actions/process-replay
testamdasm:
name: AMD ASM IDE
runs-on: ubuntu-24.04
timeout-minutes: 10
timeout-minutes: 20
env:
AMD: 1
PYTHON_REMU: 1
MOCKGPU: 1
steps:
- name: Checkout Code
uses: actions/checkout@v4
@@ -665,12 +678,12 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: rdna3-emu
deps: testing_minimal
deps: testing_unit
amd: 'true'
python-version: '3.13'
python-version: '3.14'
- name: Verify AMD autogen is up to date
run: |
python -m extra.assembly.amd.pdf
python -m extra.assembly.amd.generate
git diff --exit-code extra/assembly/amd/autogen/
- name: Install LLVM 21
run: |
@@ -683,16 +696,18 @@ jobs:
- name: Install rocprof-trace-decoder
run: sudo PYTHONPATH="." ./extra/sqtt/install_sqtt_decoder.py
- name: Run RDNA3 emulator tests
run: python -m pytest -n=auto extra/assembly/amd/ --durations 20
run: AMD_LLVM=0 python -m pytest -n=auto extra/assembly/amd/ --durations 20
- name: Run RDNA3 emulator tests (AMD_LLVM=1)
run: AMD_LLVM=1 python -m pytest -n=auto extra/assembly/amd/ --durations 20
- name: Run RDNA3 dtype tests
run: AMD=1 PYTHON_REMU=1 MOCKGPU=1 AMD_LLVM=0 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py
run: AMD_LLVM=0 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py --durations 20
- name: Run RDNA3 dtype tests (AMD_LLVM=1)
run: AMD=1 PYTHON_REMU=1 MOCKGPU=1 AMD_LLVM=1 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py
run: AMD_LLVM=1 pytest -n=auto test/test_dtype_alu.py test/test_dtype.py --durations 20
# TODO: run all once emulator is faster
- name: Run RDNA3 ops tests
run: SKIP_SLOW_TEST=1 AMD=1 PYTHON_REMU=1 MOCKGPU=1 AMD_LLVM=0 pytest -n=auto test/test_ops.py -k "test_sparse_categorical_crossentropy or test_tril"
run: SKIP_SLOW_TEST=1 AMD_LLVM=0 pytest -n=auto test/test_ops.py -k "test_sparse_categorical_crossentropy or test_tril or test_nonzero or test_softmax_argmax" --durations 20
- name: Run RDNA4 emulator tests
run: MOCKGPU_ARCH=rdna4 python -m pytest test/test_tiny.py -v --durations 20
testnvidia:
strategy:
@@ -713,7 +728,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: ${{ matrix.backend }}-minimal
deps: testing_minimal
deps: testing_unit
cuda: 'true'
ocelot: 'true'
- name: Set env
@@ -724,7 +739,9 @@ jobs:
DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
- name: Run pytest (cuda)
# skip multitensor because it's slow
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore test/test_gc.py --ignore test/test_multitensor.py --durations=20
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --ignore test/test_gc.py --ignore test/test_multitensor.py --durations=20
- name: Run TestOps.test_add with PMA
run: VIZ=-1 PMA=1 DEBUG=5 python3 test/test_ops.py TestOps.test_add
- name: Run process replay tests
uses: ./.github/actions/process-replay
@@ -744,7 +761,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: ${{ matrix.backend }}-minimal
deps: testing_minimal
deps: testing_unit
opencl: ${{ matrix.backend == 'opencl' && 'true' }}
llvm: ${{ matrix.backend == 'llvm' || matrix.backend == 'lvp' }}
mesa: ${{ matrix.backend == 'lvp' && 'true' }}
@@ -755,7 +772,7 @@ jobs:
python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['CPU','CL'], Device.DEFAULT"
DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add
- name: Run pytest (${{ matrix.backend }})
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20
run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --durations=20
- name: Run TRANSCENDENTAL math
run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20
- name: Run process replay tests
@@ -775,15 +792,15 @@ jobs:
with:
key: metal
deps: testing
python-version: '3.11'
python-version: '3.12'
amd: 'true'
cuda: 'true'
ocelot: 'true'
llvm: 'true'
- name: Run unit tests
env:
LIBCLANG_PATH: '/opt/homebrew/opt/llvm@20/lib/libclang.dylib'
run: METAL=1 python -m pytest -n=auto test/unit/ --durations=20
- name: Run NULL backend tests
run: NULL=1 python -m pytest -n=auto test/null/ --durations=20
- name: Run ONNX
run: METAL=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20
- name: Test tensor core ops (fake)
@@ -875,8 +892,7 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: macos-${{ matrix.backend }}-minimal
deps: testing_minimal
pydeps: "capstone"
deps: testing_unit
llvm: ${{ matrix.backend == 'llvm' || matrix.backend == 'lvp' }}
mesa: ${{ matrix.backend == 'lvp' && 'true' }}
- name: Set env
@@ -886,7 +902,7 @@ jobs:
python -c "from tinygrad import Device; assert Device.DEFAULT == {'LLVM':'CPU','LVP':'CPU'}.get(x:='${{ matrix.backend }}'.upper(), x), Device.DEFAULT"
DEBUG=4 python3 test/test_tiny.py TestTiny.test_plus
- name: Run pytest (${{ matrix.backend }})
run: python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20
run: python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore=test/null --durations=20
- name: Run process replay tests
uses: ./.github/actions/process-replay
- name: Run macOS-specific unit test
@@ -919,7 +935,11 @@ jobs:
- name: Run unit tests
if: matrix.backend=='llvm'
# test_newton_schulz hits RecursionError
run: python -m pytest -n=auto test/unit/ --ignore=test/unit/test_disk_tensor.py --ignore=test/unit/test_elf.py --ignore=test/unit/test_tar.py --ignore=test/unit/test_linalg.py --durations=20
run: python -m pytest -n=auto test/unit/ --ignore=test/unit/test_disk_tensor.py --ignore=test/unit/test_tar.py --ignore=test/unit/test_linalg.py --durations=20
- name: Run NULL backend tests
if: matrix.backend=='llvm'
shell: bash
run: CPU=0 CPU_LLVM=0 NULL=1 python -m pytest -n=auto test/null/ --ignore=test/null/test_elf.py --durations=20
- name: Run pytest (${{ matrix.backend }})
shell: bash
run: |
@@ -943,12 +963,12 @@ jobs:
uses: ./.github/actions/setup-tinygrad
with:
key: compile-${{ matrix.backend }}
deps: testing_minimal
deps: testing_unit
mesa: ${{ (matrix.backend == 'ir3' || matrix.backend == 'nak') && 'true' }}
python-version: '3.14'
python-version: '3.12'
- name: Set env
shell: bash
run: printf "NULL=1\n${{ matrix.backend == 'ir3' && 'NULL_IR3=1' || matrix.backend == 'nak' && 'NULL_NAK=1' }}" >> $GITHUB_ENV
run: printf "NULL=1\nNULL_ALLOW_COPYOUT=1\n${{ matrix.backend == 'ir3' && 'NULL_IR3=1' || matrix.backend == 'nak' && 'NULL_NAK=1' }}" >> $GITHUB_ENV
- name: Run test_ops
shell: bash
run: |
+2 -1
View File
@@ -58,10 +58,11 @@ weights
*.lprof
comgr_*
*.pkl
!extra/sqtt/examples/**/*.pkl
site/
profile_stats
*.log
target
.mypy_cache
mutants
.mutmut-cache
.mutmut-cache
+1 -1
View File
@@ -28,7 +28,7 @@ repos:
pass_filenames: false
- id: tests
name: comprehensive test suite
entry: env OMP_NUM_THREADS=1 SKIP_SLOW_TEST=1 PYTHONPATH="." python3 -m pytest -n=6 test/test_ops.py test/test_schedule.py test/test_assign.py test/test_tensor.py test/test_jit.py test/unit/test_schedule_cache.py test/unit/test_pattern_matcher.py test/unit/test_uop_symbolic.py test/unit/test_helpers.py
entry: env OMP_NUM_THREADS=1 SKIP_SLOW_TEST=1 PYTHONPATH="." python3 -m pytest -n=6 test/test_ops.py test/test_schedule.py test/unit/test_assign.py test/test_tensor.py test/test_jit.py test/unit/test_schedule_cache.py test/null/test_pattern_matcher.py test/null/test_uop_symbolic.py test/unit/test_helpers.py
language: system
always_run: true
pass_filenames: false
+6 -1
View File
@@ -6,6 +6,7 @@ Elementwise ops operate on a per element basis. They don't change the shape of t
::: tinygrad.Tensor.neg
::: tinygrad.Tensor.log
::: tinygrad.Tensor.log2
::: tinygrad.Tensor.log10
::: tinygrad.Tensor.exp
::: tinygrad.Tensor.exp2
::: tinygrad.Tensor.sqrt
@@ -87,4 +88,8 @@ Elementwise ops operate on a per element basis. They don't change the shape of t
::: tinygrad.Tensor.float
::: tinygrad.Tensor.half
::: tinygrad.Tensor.int
::: tinygrad.Tensor.bool
::: tinygrad.Tensor.bool
::: tinygrad.Tensor.bfloat16
::: tinygrad.Tensor.double
::: tinygrad.Tensor.long
::: tinygrad.Tensor.short
+1
View File
@@ -27,5 +27,6 @@
::: tinygrad.Tensor.flatten
::: tinygrad.Tensor.unflatten
::: tinygrad.Tensor.diag
::: tinygrad.Tensor.diagonal
::: tinygrad.Tensor.roll
::: tinygrad.Tensor.rearrange
+10
View File
@@ -7,6 +7,7 @@
::: tinygrad.Tensor.any
::: tinygrad.Tensor.all
::: tinygrad.Tensor.isclose
::: tinygrad.Tensor.allclose
::: tinygrad.Tensor.mean
::: tinygrad.Tensor.var
::: tinygrad.Tensor.var_mean
@@ -30,7 +31,9 @@
::: tinygrad.Tensor.matmul
::: tinygrad.Tensor.einsum
::: tinygrad.Tensor.cumsum
::: tinygrad.Tensor.cumprod
::: tinygrad.Tensor.cummax
::: tinygrad.Tensor.cummin
::: tinygrad.Tensor.triu
::: tinygrad.Tensor.tril
::: tinygrad.Tensor.interpolate
@@ -38,7 +41,9 @@
::: tinygrad.Tensor.scatter_reduce
::: tinygrad.Tensor.masked_select
::: tinygrad.Tensor.masked_fill
::: tinygrad.Tensor.nonzero
::: tinygrad.Tensor.sort
::: tinygrad.Tensor.argsort
::: tinygrad.Tensor.topk
::: tinygrad.Tensor.multinomial
@@ -56,3 +61,8 @@
::: tinygrad.Tensor.sparse_categorical_crossentropy
::: tinygrad.Tensor.cross_entropy
::: tinygrad.Tensor.nll_loss
## Linear Algebra
::: tinygrad.Tensor.qr
::: tinygrad.Tensor.svd
+196
View File
@@ -0,0 +1,196 @@
from tinygrad import Tensor, dtypes, Context, getenv, UOp, fetch
from tinygrad.uop.ops import Ops, PatternMatcher, UPat
from tinygrad.uop.symbolic import symbolic
from tinygrad.codegen import Renderer
from tinygrad.codegen.opt import Opt, OptOps
# ************************* implementation of the problem ************************
def myhash(a: Tensor) -> Tensor:
a = (a + 0x7ED55D16) + (a << 12)
a = (a ^ 0xC761C23C) ^ (a >> 19)
a = (a + 0x165667B1) + (a << 5)
a = (a + 0xD3A2646C) ^ (a << 9)
a = (a + 0xFD7046C5) + (a << 3)
a = (a ^ 0xB55A4F09) ^ (a >> 16)
return a
def select_with_where_tree(values: Tensor, relative_idx: Tensor) -> Tensor:
n = values.shape[0]
if n == 1: return values[0].expand(relative_idx.shape)
mid = n // 2
left = select_with_where_tree(values[:mid], relative_idx)
right = select_with_where_tree(values[mid:], relative_idx - mid)
go_left = relative_idx < mid
return go_left.where(left, right)
def tree_traversal(forest: Tensor, val: Tensor, height: int, rounds: int, where_tree_threshold=3) -> Tensor:
# All walkers start at idx=0
idx = Tensor.zeros(val.shape, device=val.device, dtype=dtypes.uint32)
for r in range(rounds):
level = r % (height + 1)
level_start = (1 << level) - 1
level_size = 1 << level
if level == 0:
# At root (level 0), all walkers are at idx=0
# No gather needed, just broadcast the root value
node_val = forest[0].expand(val.shape)
idx = idx * 0 # Reset to 0
elif level <= where_tree_threshold:
# Small level: use where-tree
level_values = forest[level_start : level_start + level_size]
relative_idx = (idx - level_start)
node_val = select_with_where_tree(level_values, relative_idx)
else:
# Large level: use gather
node_val = forest.gather(0, idx)
val = myhash(val ^ node_val)
idx = (idx << 1) + (1 + (val & 1))
# No wrap check needed! At round 10 (level becomes 0), we reset idx above.
return val.contiguous(arg=(Opt(OptOps.UPCAST, 0, 8),))
# ************************* renderer for VLIW machine *************************
def loop_unrolling(sink:UOp):
rng = [x for x in sink.toposort() if x.op is Ops.RANGE]
if len(rng) == 0: return None
print(f"unrolling loop with size {rng[0].vmax+1}")
unrolled_sinks = [sink.substitute({rng[0]:rng[0].const_like(i)}).src[0] for i in range(rng[0].vmax+1)]
return UOp.sink(*unrolled_sinks, arg=sink.arg)
global_addrs = []
vliw_prepare = PatternMatcher([
# loop unrolling (should be a part of tinygrad)
(UPat(Ops.SINK, name="sink"), loop_unrolling),
# cast is fake
(UPat(Ops.CAST, name="c"), lambda c: c.src[0]),
# rewrites to hardcode the addresses in memory
(UPat(Ops.PARAM, name="dg"), lambda dg: UOp.const(dtypes.uint, global_addrs[dg.arg])),
# INDEX is just plus
(UPat(Ops.INDEX, name="i"), lambda i: i.src[0]+i.src[1]),
])+symbolic
class VLIWRenderer(Renderer):
has_local = False # TODO: this should be the default / cleaned up
# this says this backend supports MULACC + more. decompositions uses this
code_for_op: dict = {Ops.MULACC: None, Ops.ADD: "+", Ops.MUL: "*",
Ops.XOR: "^", Ops.AND: "&", Ops.OR: "|",
Ops.SHL: "<<", Ops.SHR: ">>", Ops.CMPLT: "<"}
# this matcher runs while still in graph form
pre_matcher = vliw_prepare
def render(self, uops:list[UOp]):
# TODO: this is a minimal renderer. for low cycle count, make it good
# to get speed, you need to add VLIW packing
# to get under 1536 regs, you need to add a register allocator
# we left the fun parts to you
print(f"rendering with {len(uops)} uops")
reg, inst = 0, []
r: dict[UOp, int] = {}
for u in uops:
assert u.dtype.count in (1,8), "dtype count must be 1 or 8"
# dumb register allocator
if u.op not in {Ops.STORE, Ops.SINK, Ops.GEP}:
r[u] = reg
reg += u.dtype.count
# render UOps to instructions
match u.op:
case Ops.SINK:
inst.append({"flow": [("halt",)]})
case Ops.CONST:
inst.append({"load": [("const", r[u], u.arg)]})
case Ops.GEP:
# a GEP is just an alias to a special register in the vector
r[u] = r[u.src[0]] + u.arg[0]
case Ops.VECTORIZE:
if all(s == u.src[0] for s in u.src):
# if all sources are the same, we can broadcast
inst.append({"valu": [("vbroadcast", r[u], r[u.src[0]])]})
else:
# this is a copy into a contiguous chunk of registers
inst.extend({"flow": [("add_imm", r[u]+i, r[s], 0)]} for i,s in enumerate(u.src) if r[s] != r[u]+i)
case Ops.LOAD:
op = "vload" if u.dtype.count > 1 else "load"
inst.append({"load": [(op, r[u], r[u.src[0]])]})
case Ops.STORE:
op = "vstore" if u.src[1].dtype.count > 1 else "store"
inst.append({"store": [(op, r[u.src[0]], r[u.src[1]])]})
case Ops.MULACC:
assert u.dtype.count == 8
inst.append({"valu": [("multiply_add", r[u], r[u.src[0]], r[u.src[1]], r[u.src[2]])]})
case Ops.WHERE:
assert u.dtype.count == 8
inst.append({"flow": [("vselect", r[u], r[u.src[0]], r[u.src[1]], r[u.src[2]])]})
case _ if u.op in self.code_for_op:
cat = "valu" if u.dtype.count > 1 else "alu"
inst.append({cat: [(self.code_for_op[u.op], r[u], r[u.src[0]], r[u.src[1]])]})
case _:
raise NotImplementedError(f"unhandled op {u.op}")
return repr(inst)
# ************************* test and render *************************
import sys, types
PROBLEM_URL = "https://raw.githubusercontent.com/anthropics/original_performance_takehome/refs/heads/main/tests/frozen_problem.py"
sys.modules["problem"] = problem = types.ModuleType("problem")
exec(fetch(PROBLEM_URL).read_text(), problem.__dict__)
if __name__ == "__main__":
batch_size = getenv("BS", 256)
height = 10
rounds = getenv("ROUNDS", 16)
# build problem
tree = problem.Tree.generate(height)
inp = problem.Input.generate(tree, batch_size, rounds)
mem = problem.build_mem_image(tree, inp)
global_addrs.extend([mem[6], mem[6], mem[4]]) # output, input, forest
# *** verify the kernel in tinygrad compared to reference ***
forest_t = Tensor(tree.values, dtype=dtypes.uint32)
val_t = Tensor(inp.values, dtype=dtypes.uint32)
if getenv("VERIFY", 1):
# verify on normal tinygrad device
with Context(PCONTIG=2):
out = tree_traversal(forest_t, val_t, height, rounds)
val_out = out.tolist()
problem.reference_kernel(tree, inp)
assert val_out == inp.values
print("verification passed")
# *** render to device ***
from tinygrad.codegen import get_program
with Context(PCONTIG=2, DEVECTORIZE=2, SPEC=0):
out = tree_traversal(forest_t, val_t, height, rounds)
sink = out.schedule()[-1].ast
prg = get_program(sink, VLIWRenderer())
# *** run on Machine and compare ***
# NOTE: the scratch size needs to be reduced to 1536 when you have a register allocator
src = eval(prg.src)
max_regs = max(t[1] for instr in src for v in instr.values() for t in v if len(t) > 1) + 8
print(f"{max_regs:5d} regs used" + ("" if max_regs <= 1536 else " <-- WARNING: TOO MANY REGISTERS, MUST BE <= 1536"))
machine = problem.Machine(mem, src, problem.DebugInfo(scratch_map={}), n_cores=1, trace=False, scratch_size=max_regs)
machine.run()
print(f"ran for {machine.cycle:5d} cycles" + ("" if machine.cycle <= 1363 else " <-- EVEN CLAUDE GOT 1363"))
# compare to reference
ref_mem = mem.copy()
for _ in problem.reference_kernel2(ref_mem, {}): pass
assert machine.mem[mem[6]:mem[6]+mem[2]] == ref_mem[mem[6]:mem[6]+mem[2]]
print("compare passed!")
+79
View File
@@ -0,0 +1,79 @@
from typing import Optional
from tinygrad import Tensor
from tinygrad.dtype import DTypeLike, dtypes
import math
# rewritten from numpy
def rfftfreq(n: int, d: float = 1.0, device=None) -> Tensor:
val = 1.0 / (n * d)
N = n // 2 + 1
results = Tensor.arange(N, device=device)
return results * val
# just like in librosa
def fft_frequencies(sr: float, n_fft: int) -> Tensor:
return rfftfreq(n=n_fft, d=1.0 / sr)
def hz_to_mel(freq: Tensor) -> Tensor:
# linear part
f_min = 0.0
f_sp = 200.0 / 3
mels = (freq - f_min) / f_sp
# log-scale part
min_log_hz = 1000.0 # beginning of log region (Hz)
mask = freq >= min_log_hz
return mask.where(((min_log_hz - f_min) / f_sp) + (freq / min_log_hz).log() / (math.log(6.4) / 27.0), mels)
def mel_to_hz(mels: Tensor) -> Tensor:
# linear scale
f_min = 0.0
f_sp = 200.0 / 3
freqs = f_min + f_sp * mels
# nonlinear scale
min_log_hz = 1000.0 # beginning of log region (Hz)
min_log_mel = (min_log_hz - f_min) / f_sp # same (Mels)
logstep = math.log(6.4) / 27.0 # step size for log region
log_t = mels >= min_log_mel
freqs = log_t.where(min_log_hz * ((logstep * (mels - min_log_mel)).exp()), freqs)
return freqs
def mel_frequencies(n_mels: int = 128, *, fmin: float = 0.0, fmax: float = 11025.0) -> Tensor:
# center freqs of mel bands - uniformly spaced between limits
min_max_mel = hz_to_mel(Tensor([fmin, fmax]))
mels = Tensor.linspace(min_max_mel[0], min_max_mel[1], n_mels)
hz = mel_to_hz(mels)
return hz
def mel(
*,
sr: float,
n_fft: int,
n_mels: int = 128,
fmin: float = 0.0,
fmax: Optional[float] = None,
dtype: DTypeLike = dtypes.default_float,
) -> Tensor:
if fmax is None:
fmax = float(sr) / 2
n_mels = int(n_mels)
fftfreqs = fft_frequencies(sr=sr, n_fft=n_fft) # center freqs of each FFT bin
mel_f = mel_frequencies(n_mels + 2, fmin=fmin, fmax=fmax) # center freqs of mel bands
fdiff = mel_f[1:] - mel_f[:-1]
ramps = mel_f[None].T.expand(-1, fftfreqs.shape[-1]) - fftfreqs
lower = -ramps[:n_mels] / fdiff[:n_mels][None].T
upper = ramps[2 : n_mels + 2] / fdiff[1 : n_mels + 1][None].T
weights = lower.minimum(upper).maximum(0)
# Slaney-style mel is scaled to be approx constant energy per channel
enorm = 2.0 / (mel_f[2 : n_mels + 2] - mel_f[:n_mels])
weights *= enorm[:, None]
return weights
+8 -8
View File
@@ -72,7 +72,7 @@ def loader_process(q_in, q_out, X:Tensor, seed):
#storage_tensor._copyin(img_tensor.numpy())
# faster
X[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = img.tobytes()
X[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = img.tobytes()
# ideal
#X[idx].assign(img.tobytes()) # NOTE: this is slow!
@@ -264,8 +264,8 @@ def load_unet3d_data(preprocessed_dataset_dir, seed, queue_in, queue_out, X:Tens
x = random_brightness_augmentation(x)
x = gaussian_noise(x)
X[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = x.tobytes()
Y[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = y.tobytes()
X[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = x.tobytes()
Y[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = y.tobytes()
queue_out.put(idx)
queue_out.put(None)
@@ -379,12 +379,12 @@ def load_retinanet_data(base_dir:Path, val:bool, queue_in:Queue, queue_out:Queue
clipped_match_idxs = np.clip(match_idxs, 0, None)
clipped_boxes, clipped_labels = tgt["boxes"][clipped_match_idxs], tgt["labels"][clipped_match_idxs]
boxes[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = clipped_boxes.tobytes()
labels[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = clipped_labels.tobytes()
matches[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = match_idxs.tobytes()
anchors[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = anchor.tobytes()
boxes[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = clipped_boxes.tobytes()
labels[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = clipped_labels.tobytes()
matches[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = match_idxs.tobytes()
anchors[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = anchor.tobytes()
imgs[idx].contiguous().realize().uop.base.realized.as_buffer(force_zero_copy=True)[:] = img.tobytes()
imgs[idx].contiguous().realize().uop.base.realized.as_memoryview(force_zero_copy=True)[:] = img.tobytes()
queue_out.put(idx)
queue_out.put(None)
+111 -37
View File
@@ -3,7 +3,7 @@ from pathlib import Path
import multiprocessing
from tinygrad import Device, GlobalCounters, Tensor, TinyJit, dtypes
from tinygrad.helpers import getenv, BEAM, WINO, round_up, diskcache_clear, Profiling
from tinygrad.helpers import getenv, BEAM, WINO, round_up, diskcache_clear, Profiling, profile_marker
from tinygrad.nn.state import get_parameters, get_state_dict, load_state_dict, safe_load, safe_save
from tinygrad.nn.optim import LAMB, LARS, SGD, OptimizerGroup, Adam, AdamW
@@ -1286,17 +1286,23 @@ def train_llama3():
from examples.llama3 import MODEL_PARAMS
from examples.mlperf.lr_schedulers import CosineAnnealingLRWithWarmup
BENCHMARK = getenv("BENCHMARK")
config = {}
BASEDIR = config["BASEDIR"] = Path(getenv("BASEDIR", "/raid/datasets/c4/"))
BS = config["BS"] = getenv("BS", 16)
grad_acc = config["GRADIENT_ACC_STEPS"] = getenv("GRADIENT_ACC_STEPS", 1)
assert grad_acc == 1, f"{grad_acc=} is not supported"
GBS = config["GLOBAL_BATCH_SIZE"] = BS * grad_acc
SEED = config["SEED"] = getenv("SEED", 5760)
SEQLEN = config["SEQLEN"] = getenv("SEQLEN", 8192)
TRAIN_ON_VAL = config["TRAIN_ON_VAL"] = getenv("TRAIN_ON_VAL", 0)
SMALL = config["SMALL"] = getenv("SMALL", 0)
SAMPLES = config["SAMPLES"] = getenv("SAMPLES", 5_760 if TRAIN_ON_VAL else 1_200_000 * 1152)
EVAL_SAMPLES = config["EVAL_SAMPLES"] = getenv("EVAL_SAMPLES", 5760 if not SMALL else 1024)
MAX_STEPS = config["MAX_STEPS"] = getenv("MAX_STEPS", math.ceil(1_200_000 * 1152 / GBS))
WARMUP_STEPS = config["WARMUP_STEPS"] = getenv("WARMUP_STEPS", math.ceil(8000 * 1152 / GBS))
LR = config["LR"] = getenv("LR", 8e-5 * GBS / 1152)
END_LR = config["END_LR"] = getenv("END_LR", 8e-7)
EVAL_FREQ = config["EVAL_FREQ"] = getenv("EVAL_FREQ", 46080)
EVAL_BS = config["EVAL_BS"] = getenv("EVAL_BS", 16)
EVAL_TARGET = config["EVAL_TARGET"] = getenv("EVAL_TARGET", 5.6)
@@ -1310,10 +1316,12 @@ def train_llama3():
opt_adamw_weight_decay = 0.1
opt_gradient_clip_norm = 1.0
opt_learning_rate_warmup_steps = getenv("WARMUP_STEPS", math.ceil(8000 * 1152 / GBS))
opt_learning_rate_decay_steps = getenv("MAX_STEPS", math.ceil(1_200_000 * 1152 / GBS)) - opt_learning_rate_warmup_steps
opt_base_learning_rate = getenv("LR", 8e-5 * GBS / 1152) # NOTE: cannot change for benchmark
opt_end_learning_rate = getenv("END_LR", 8e-7)
opt_learning_rate_warmup_steps = WARMUP_STEPS
opt_learning_rate_decay_steps = MAX_STEPS - opt_learning_rate_warmup_steps
opt_base_learning_rate = LR
opt_end_learning_rate = END_LR
Tensor.manual_seed(SEED) # seed for weight initialization
# ** init wandb **
WANDB = getenv("WANDB")
@@ -1326,6 +1334,8 @@ def train_llama3():
# vocab_size from the mixtral tokenizer
if not SMALL: model_params |= {"vocab_size": 32000}
if (llama_layers:=getenv("LLAMA_LAYERS")) != 0: model_params['n_layers'] = llama_layers
print(f"model parameters: {model_params}")
model = Transformer(**model_params, max_context=SEQLEN, jit=False, disable_kv_cache=True)
params = get_parameters(model)
# weights are all bfloat16 for now
@@ -1361,6 +1371,12 @@ def train_llama3():
optim = AdamW(get_parameters(model), lr=0.0,
b1=opt_adamw_beta_1, b2=opt_adamw_beta_2, eps=opt_adamw_epsilon, weight_decay=opt_adamw_weight_decay)
# init grads
for p in optim.params:
p.grad = p.zeros_like().contiguous().realize()
grads = [p.grad for p in optim.params]
scheduler = CosineAnnealingLRWithWarmup(optim, opt_base_learning_rate, opt_end_learning_rate, opt_learning_rate_warmup_steps, opt_learning_rate_decay_steps)
if resume_ckpt := getenv("RESUME_CKPT"):
@@ -1373,9 +1389,7 @@ def train_llama3():
load_state_dict(scheduler, safe_load(fn), realize=False)
@TinyJit
@Tensor.train()
def train_step(model, tokens:Tensor):
optim.zero_grad()
def minibatch(tokens:Tensor):
if (DP := getenv("DP", 1)) > 1:
device = tuple(f"{Device.DEFAULT}:{i}" for i in range(DP))
tokens = tokens.shard(device, 0)
@@ -1385,27 +1399,40 @@ def train_llama3():
logits:Tensor = model(tokens[:, :-1], start_pos=0, temperature=math.nan)
loss = logits.sparse_categorical_crossentropy(tokens[:, 1:])
loss.backward()
assert all(p.grad is g for p,g in zip(optim.params, grads))
Tensor.realize(loss, *grads)
return loss
@TinyJit
def optim_step():
for p in optim.params:
p.grad.assign(p.grad / grad_acc)
# L2 norm grad clip
# https://github.com/NVIDIA/NeMo/blob/3368c3fc0b4a186ab33a1d68a504315100c0b2a6/nemo/collections/nlp/modules/common/megatron/clip_grads.py#L57
# https://docs.pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm_.html
if not getenv("DISABLE_GRAD_CLIP_NORM"):
total_norm = Tensor(0.0, dtype=dtypes.float32, device=optim.params[0].device)
for p in optim.params:
total_norm += p.grad.float().square().sum()
total_norm = total_norm.sqrt().contiguous()
for p in optim.params:
p.grad = p.grad * (opt_gradient_clip_norm / (total_norm + 1e-6)).clamp(max_=1.0)
for g in grads:
total_norm += g.float().square().sum()
total_norm = total_norm.sqrt().contiguous().realize()
for g in grads:
g.assign((g * (opt_gradient_clip_norm / (total_norm + 1e-6)).clamp(max_=1.0)).cast(g.dtype)).realize()
optim.step()
scheduler.step()
for g in grads:
g.assign(g.zeros_like().contiguous()).realize()
lr = optim.lr
loss.realize(lr)
return loss, lr
Tensor.realize(lr, *grads)
return lr
@TinyJit
@Tensor.train(False)
def eval_step(model, tokens:Tensor):
def eval_step(tokens:Tensor):
if (DP := getenv("DP", 1)) > 1:
device = tuple(f"{Device.DEFAULT}:{i}" for i in range(DP))
tokens = tokens.shard(device, 0)
@@ -1432,39 +1459,73 @@ def train_llama3():
eval_dataset = None
else:
from examples.mlperf.dataloader import get_llama3_dataset
eval_dataset = get_llama3_dataset(5760, SEQLEN, BASEDIR, val=True, small=bool(SMALL))
eval_dataset = get_llama3_dataset(EVAL_SAMPLES, SEQLEN, BASEDIR, val=True, small=bool(SMALL))
def get_eval_iter():
if eval_dataset is None:
return fake_data(EVAL_BS, 5760)
return fake_data(EVAL_BS, EVAL_SAMPLES)
from examples.mlperf.dataloader import iterate_llama3_dataset
return iterate_llama3_dataset(eval_dataset, EVAL_BS)
iter = get_train_iter()
num_params = sum(p.numel() for p in params) - model_params["vocab_size"]*model_params["dim"]
train_iter = get_train_iter()
i, sequences_seen = resume_ckpt, 0
for tokens in tqdm(iter, total=SAMPLES//GBS):
step_times = []
while i < MAX_STEPS:
GlobalCounters.reset()
if getenv("TRAIN", 1):
t = time.perf_counter()
loss, lr = train_step(model, tokens)
profile_marker(f"train @ {i}")
st = time.perf_counter()
stopped = False
for _ in range(grad_acc):
ist = time.perf_counter()
try: tokens = next(train_iter)
except StopIteration:
stopped = True
break
dt = time.perf_counter()
loss = minibatch(tokens)
if stopped: break
gt = time.perf_counter()
lr = optim_step()
ot = time.perf_counter()
loss = loss.float().item()
lr = lr.item()
et = time.perf_counter()
step_time = et - st
gbs_time = gt - st
optim_time = ot - gt
data_time = dt - ist
dev_time = step_time - data_time * grad_acc
if BENCHMARK: step_times.append(step_time)
i += 1
sequences_seen += tokens.shape[0]
sequences_seen += GBS
sec = time.perf_counter()-t
mem_gb = GlobalCounters.mem_used / 1e9
gflops = GlobalCounters.global_ops / 1e9 / sec
gflops = GlobalCounters.global_ops / 1e9 / dev_time
mfu = ((6 * num_params * SEQLEN * GBS) / (dev_time * max(getenv("DP", 1), getenv("MP", 1)) * 2.3e15)) * 100
tqdm.write(
f"{i:5} {sec:.2f} s run, {loss:.4f} loss, {lr:.12f} LR, {mem_gb:.2f} GB used, {gflops:9.2f} GFLOPS")
if (fname:=getenv("LOSS_FILE", "")):
with open(fname, "a") as f:
f.write(f"{i} {loss:.4f} {lr:.12f} {mem_gb:.2f}\n")
f"{i:5} {step_time:.3f} s step, {gbs_time:.3f} s gbs, {optim_time:.3f} s optim, {data_time:.3f} s data, {loss:.4f} loss, " \
f"{lr:.12f} LR, {mem_gb:.2f} GB used, {gflops:9.2f} GFLOPS, {mfu:5.2f}% MFU")
if WANDB:
wandb.log({"lr": lr, "train/loss": loss, "train/step_time": sec, "train/GFLOPS": gflops, "train/sequences_seen": sequences_seen})
wandb.log({
"lr": lr, "train/loss": loss,
"train/step_time": step_time,
"train/gbs_time": gbs_time,
"train/optim_time": optim_time,
"train/dev_time": dev_time,
"train/data_time": data_time,
"train/mem": mem_gb,
"train/GFLOPS": gflops,
"train/MFU": mfu,
"train/sequences_seen": sequences_seen
})
if (ckpt_freq := getenv("CKPT")) and (i % ckpt_freq == 0 and (i != 1 or ckpt_freq == 1)):
tqdm.write("saving checkpoint")
@@ -1476,16 +1537,29 @@ def train_llama3():
fn = f"{ckpt_dir}/llama3_{i}_optim.safe"
safe_save(get_state_dict(scheduler), fn)
if sequences_seen % EVAL_FREQ == 0 and (i != 1 or EVAL_FREQ == 1):
if i == BENCHMARK:
median_step_time = sorted(step_times)[(BENCHMARK + 1) // 2]
estimated_total_minutes = int(median_step_time * (SAMPLES // GBS) / 60)
print(f"Estimated training time: {estimated_total_minutes // 60}h{estimated_total_minutes % 60}m")
print(f"epoch global_ops: {GlobalCounters.global_ops:_}, "
f"epoch global_mem: {GlobalCounters.global_mem:_}")
if (sequences_seen % EVAL_FREQ == 0 and (i != 1 or EVAL_FREQ == 1)) or (BENCHMARK and i == BENCHMARK):
if EVAL_BS == 0: return
tqdm.write(f"evaluating after {sequences_seen} sequences")
profile_marker(f"eval @ {i}")
# run eval
eval_losses = []
eval_iter = get_eval_iter()
tqdm.write(f"evaluating {5760//EVAL_BS} batches of {EVAL_BS} sequences")
for tokens in tqdm(eval_iter, total=5760//EVAL_BS):
eval_losses += eval_step(model, tokens).tolist()
for j,tokens in tqdm(enumerate(eval_iter), total=EVAL_SAMPLES//EVAL_BS):
eval_losses += eval_step(tokens).tolist()
if BENCHMARK and (j+1) == min(BENCHMARK, EVAL_SAMPLES//EVAL_BS):
return
log_perplexity = Tensor(eval_losses).mean().float().item()
tqdm.write(f"eval log perplexity: {log_perplexity:.4f}")
@@ -1571,7 +1645,7 @@ def train_stable_diffusion():
loss, out_lr = loss.detach().to("CPU"), optimizer.lr.to("CPU")
Tensor.realize(loss, out_lr)
return loss, out_lr
# checkpointing takes ~9 minutes without this, and ~1 minute with this
@TinyJit
def ckpt_to_cpu():
@@ -1610,7 +1684,7 @@ def train_stable_diffusion():
if i == 3:
for _ in range(3): ckpt_to_cpu() # do this at the beginning of run to prevent OOM surprises when checkpointing
print("BEAM COMPLETE", flush=True) # allows wrapper script to detect BEAM search completion and retry if it failed
total_train_time = time.perf_counter() - train_start_time
if WANDB:
wandb.log({"train/loss": loss_item, "train/lr": lr_item, "train/loop_time_prev": loop_time, "train/dl_time": dl_time, "train/step": i,
@@ -4,7 +4,7 @@ export PYTHONPATH="." AMD=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" GPUS=1 BS=128 EVAL_BS=128
export IGNORE_OOB=1
export CHECK_OOB=0
export BEAM=3 BEAM_UOPS_MAX=4000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
export IGNORE_JIT_FIRST_BEAM=1
@@ -5,7 +5,7 @@ export MODEL="bert"
export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=3 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -8,7 +8,7 @@ export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export TRAIN_STEPS=3900
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=3 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -11,7 +11,7 @@ export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export TRAIN_STEPS=3900
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=3 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -0,0 +1,20 @@
#!/bin/bash
export PYTHONPATH="." AMD=1 DEBUG=0 JIT=1 FLASH_ATTENTION=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
# similar to https://github.com/mlcommons/training_results_v3.1/blob/d06288b2bd675a9d88e0e6181f5bb5626b71ec19/Quanta_Cloud_Technology/results/D54U-3U/bert/result_1.txt#L54
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export TRAIN_STEPS=3900
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=5000000
export BEAM=0 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
export IGNORE_JIT_FIRST_BEAM=1 FREE_INTERMEDIATE=0
export BASEDIR="/raid/datasets/wiki"
export WANDB=1 PARALLEL=0
RUNMLPERF=1 python3 examples/mlperf/model_train.py
@@ -8,7 +8,7 @@ export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export TRAIN_STEPS=3900
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=5000000
export BEAM=3 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -11,7 +11,7 @@ export DEFAULT_FLOAT="HALF" GPUS=8 BS=1024 EVAL_BS=1024
export OPT_BASE_LEARNING_RATE=0.0011 OPT_LAMB_BETA_1=0.60466 OPT_LAMB_BETA_2=0.85437 DECAY=0.1
export TRAIN_STEPS=3900
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=5000000
export BEAM=3 BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -4,7 +4,7 @@ export PYTHONPATH="." NV=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=72 EVAL_BS=72
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=8 BEAM_UOPS_MAX=10000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -4,7 +4,7 @@ export PYTHONPATH="." NV=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=72 EVAL_BS=72
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=8 BEAM_UOPS_MAX=10000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -7,7 +7,7 @@ export MODEL="bert"
export SUBMISSION_PLATFORM="tinybox_green"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=72 EVAL_BS=72
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=8 BEAM_UOPS_MAX=10000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -4,7 +4,7 @@ export PYTHONPATH="." AMD=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=96 EVAL_BS=96
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=5 BEAM_UOPS_MAX=8000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -4,7 +4,7 @@ export PYTHONPATH="." AMD=1
export MODEL="bert"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=96 EVAL_BS=96
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=5 BEAM_UOPS_MAX=8000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -7,7 +7,7 @@ export MODEL="bert"
export SUBMISSION_PLATFORM="tinybox_red"
export DEFAULT_FLOAT="HALF" SUM_DTYPE="HALF" GPUS=6 BS=96 EVAL_BS=96
export IGNORE_OOB=1
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=500000
export BEAM=5 BEAM_UOPS_MAX=8000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
@@ -0,0 +1,34 @@
#!/usr/bin/env bash
export PYTHONPATH="."
export DEV=${DEV:-AMD}
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=5000000 HCQDEV_WAIT_TIMEOUT_MS=240000
export DEBUG=${DEBUG:-2}
export FLASH_ATTENTION=${FLASH_ATTENTION:-1}
export ALL2ALL=${ALL2ALL:-1}
export USE_ATOMICS=${USE_ATOMICS:-1}
export ASM_GEMM=${ASM_GEMM:-1}
export DEFAULT_FLOAT="bfloat16" OPTIM_DTYPE="bfloat16"
export DP=8 BS=16 EVAL_BS=8 GRADIENT_ACC_STEPS=1
export GBS=$((BS * GRADIENT_ACC_STEPS))
export MODEL="llama3"
export BASEDIR="/raid/datasets/c4-8b/"
export SMALL=1
export LLAMA3_SIZE=${LLAMA3_SIZE:-"8B"}
export EVAL_TARGET=3.3 EVAL_FREQ=12288
export LR="2.5e-4" END_LR="2.5e-5" WARMUP_SAMPLES=256 MAX_STEPS=1200000
export WARMUP_STEPS=$((WARMUP_SAMPLES / GBS))
export SAMPLES=$((MAX_STEPS * GBS))
export SEED=5760
export JITBEAM=3
export BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
export FAKEDATA=1 BENCHMARK=10 LLAMA_LAYERS=2
python3 examples/mlperf/model_train.py
@@ -0,0 +1,33 @@
#!/usr/bin/env bash
export PYTHONPATH="."
export DEV=${DEV:-AMD}
export EMULATE="AMD_CDNA4"
export CHECK_OOB=0
export REWRITE_STACK_LIMIT=5000000 HCQDEV_WAIT_TIMEOUT_MS=240000
export DEBUG=${DEBUG:-0}
export FLASH_ATTENTION=${FLASH_ATTENTION:-1}
export ALL2ALL=${ALL2ALL:-1}
export USE_ATOMICS=${USE_ATOMICS:-1}
export ASM_GEMM=${ASM_GEMM:-1}
export DEFAULT_FLOAT="bfloat16" OPTIM_DTYPE="bfloat16"
export DP=${DP:-8} BS=${BS:-16} EVAL_BS=${EVAL_BS:-8} GRADIENT_ACC_STEPS=${GRADIENT_ACC_STEPS:-1}
export GBS=$((BS * GRADIENT_ACC_STEPS))
export MODEL="llama3"
export BASEDIR="/raid/datasets/c4-8b/"
export SMALL=1
export LLAMA3_SIZE=${LLAMA3_SIZE:-"8B"}
export EVAL_TARGET=3.3 EVAL_FREQ=12288
export LR="2.5e-4" END_LR="2.5e-5" WARMUP_SAMPLES=256 MAX_STEPS=1200000
export WARMUP_STEPS=$((WARMUP_SAMPLES / GBS))
export SAMPLES=$((MAX_STEPS * GBS))
export SEED=${SEED:-5760}
export JITBEAM=${JITBEAM:-3}
export BEAM_UOPS_MAX=6000 BEAM_UPCAST_MAX=256 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=5
python3 examples/mlperf/model_train.py
@@ -0,0 +1,10 @@
#!/bin/bash
export BENCHMARK=5
export EVAL_BS=0
export FAKEDATA=1
export NULL_ALLOW_COPYOUT=1
export HIP_VISIBLE_DEVICES=""
export DEV=NULL
export JITBEAM=0
export LLAMA_LAYERS=${LLAMA_LAYERS:-"2"}
time examples/mlperf/training_submission_v6.0/tinycorp/benchmarks/llama8b/implementations/tinybox_8xMI350X/dev_run.sh
+1 -1
View File
@@ -6,7 +6,6 @@ import argparse, time
from collections import namedtuple
from typing import Dict, Any
from PIL import Image
import numpy as np
from tinygrad import Device, GlobalCounters, dtypes, Tensor, TinyJit
from tinygrad.helpers import Timing, Context, getenv, fetch, colored, tqdm, flatten, profile_marker
@@ -336,6 +335,7 @@ if __name__ == "__main__":
print(x.shape)
profile_marker("save image")
from PIL import Image
im = Image.fromarray(x.numpy())
print(f"saving {args.out}")
im.save(args.out)
@@ -48,7 +48,7 @@ def prepare_browser_chunks(model):
weight_metadata = metadata.get(name, default)
weight_metadata["parts"][part_num] = {"file": i, "file_start_pos": cursor, "size": size}
metadata[name] = weight_metadata
data = bytes(state_dict[name].uop.base.realized.as_buffer())
data = bytes(state_dict[name].uop.base.realized.as_memoryview())
data = data if not offsets else data[offsets[0]:offsets[1]]
writer.write(data)
cursor += size
+1 -1
View File
@@ -93,7 +93,7 @@ if __name__ == "__main__":
forward: Any = None
sub_steps = [
Step(name = "textModel", input = [Tensor.randn(1, 77)], forward = model.cond_stage_model.transformer.text_model),
Step(name = "textModel", input = [Tensor.randint(1, 77, low=0, high=49408, dtype=dtypes.int32)], forward = model.cond_stage_model.transformer.text_model),
Step(name = "diffusor", input = [Tensor.randn(1, 77, 768), Tensor.randn(1, 77, 768), Tensor.randn(1,4,64,64), Tensor.rand(1), Tensor.randn(1), Tensor.randn(1), Tensor.randn(1)], forward = model),
Step(name = "decoder", input = [Tensor.randn(1,4,64,64)], forward = model.decode),
Step(name = "f16tof32", input = [Tensor.randn(2097120, dtype=dtypes.uint32)], forward = u32_to_f16)
+2 -1
View File
@@ -7,6 +7,7 @@ from tinygrad import Tensor, TinyJit, Variable, nn, dtypes
from tinygrad.nn.state import torch_load, load_state_dict
from tinygrad.helpers import getenv, fetch
from examples.audio_helpers import mel
import numpy as np
import librosa
@@ -159,7 +160,7 @@ def prep_audio(waveforms: List[np.ndarray], batch_size: int, truncate=False) ->
stft = librosa.stft(waveforms, n_fft=N_FFT, hop_length=HOP_LENGTH, window='hann', dtype=np.csingle)
magnitudes = np.absolute(stft[..., :-1]) ** 2
mel_spec = librosa.filters.mel(sr=RATE, n_fft=N_FFT, n_mels=N_MELS) @ magnitudes
mel_spec = mel(sr=RATE, n_fft=N_FFT, n_mels=N_MELS).numpy() @ magnitudes
log_spec = np.log10(np.clip(mel_spec, 1e-10, None))
log_spec = np.maximum(log_spec, log_spec.max((1,2), keepdims=True) - 8.0)
+27 -2
View File
@@ -19,8 +19,9 @@ amdev = importlib.import_module("tinygrad.runtime.support.am.amdev")
amdev.AMDev = AMDFake
from tinygrad.runtime.ops_amd import PCIIface
def parse_amdgpu_logs(log_content, register_names=None, *, only_xcc0: bool = False):
def parse_amdgpu_logs(log_content, register_names=None, register_objects=None, *, only_xcc0: bool = False):
register_map = register_names or {}
register_objs = register_objects or {}
def replace_register(match):
reg = match.group(1)
@@ -37,6 +38,28 @@ def parse_amdgpu_logs(log_content, register_names=None, *, only_xcc0: bool = Fal
# remove timing prefix
processed_log = re.sub(r'^\[\s*\d+(?:\.\d+)?\]\s*', '', processed_log, flags=re.MULTILINE)
# decode register values into field dicts
def decode_value(match):
reg_name = match.group(1)
xcc_part = match.group(2) # "xcc=0 " or ""
val_str = match.group(3)
val = int(val_str, 16)
reg_obj = register_objs.get(reg_name)
if reg_obj is not None and reg_obj.fields:
fields = reg_obj.decode(val)
# show raw for unaccounted bits
accounted = 0
for name, (start, end) in reg_obj.fields.items():
accounted |= (((1 << (end - start + 1)) - 1) << start)
unaccounted = val & ~accounted
parts = {k: v for k, v in fields.items() if v != 0}
if unaccounted: parts['_raw_unaccounted'] = hex(unaccounted)
return f"register {reg_name}, {xcc_part}with value {val_str} {parts}"
return match.group(0)
processed_log = re.sub(r'register (reg\w+), ((?:xcc=\d+ )?)with value (0x[0-9a-fA-F]+)', decode_value, processed_log)
# keep only xcc=0 lines (but keep lines with no xcc at all)
if only_xcc0:
kept = []
@@ -50,16 +73,18 @@ def main():
only_xcc0 = bool(getenv("ONLY_XCC0", 0))
reg_names = {}
reg_objs = {}
dev = PCIIface(None, 0)
for x, y in dev.dev_impl.__dict__.items():
if isinstance(y, AMRegister):
for xcc, addr in y.addr.items():
reg_names[addr] = f"{x}, xcc={xcc}"
reg_objs[x] = y
with open(sys.argv[1], 'r') as f:
log_content = f.read()
processed_log = parse_amdgpu_logs(log_content, reg_names, only_xcc0=only_xcc0)
processed_log = parse_amdgpu_logs(log_content, reg_names, reg_objs, only_xcc0=only_xcc0)
with open(sys.argv[2], 'w') as f:
f.write(processed_log)
+67
View File
@@ -0,0 +1,67 @@
# Instruction format detection and decoding
from __future__ import annotations
from extra.assembly.amd.dsl import Inst, FixedBitField, EnumBitField
# SDWA/DPP variant detection: src0 field (bits 0-8) encodes the variant
# 0xf9 (249) = SDWA, 0xfa (250) = DPP16 for CDNA (GFX9)
_VARIANT_SRC0 = {"_SDWA_SDST": 0xf9, "_SDWA": 0xf9, "_DPP16": 0xfa}
def _matches(data: bytes, cls: type[Inst]) -> bool:
"""Check if data matches all FixedBitFields and op is in allowed."""
for _, field in cls._fields:
dword_idx = field.lo // 32
if len(data) < (dword_idx + 1) * 4: return False
word = int.from_bytes(data[dword_idx*4:(dword_idx+1)*4], 'little')
field_lo = field.lo % 32
if isinstance(field, FixedBitField):
if ((word >> field_lo) & field.mask) != field.default: return False
if isinstance(field, EnumBitField) and field.allowed is not None:
try: opcode = field.decode((word >> field_lo) & field.mask)
except ValueError: return False # opcode not in enum
if opcode not in field.allowed: return False
# Check SDWA/DPP variant based on src0 field (bits 0-8) - only for variant classes
name = cls.__name__
word = int.from_bytes(data[:4], 'little')
for suffix, expected_src0 in _VARIANT_SRC0.items():
if name.endswith(suffix): return (word & 0x1ff) == expected_src0
return True
# Import instruction classes for each architecture
from extra.assembly.amd.autogen.rdna3.ins import (VOP1, VOP1_SDST, VOP1_LIT, VOP2, VOP2_LIT, VOP3, VOP3_SDST, VOP3SD, VOP3P, VOPC, VOPD, VINTERP,
SOP1, SOP1_LIT, SOP2, SOP2_LIT, SOPC, SOPK, SOPK_LIT, SOPP, SMEM, DS, FLAT, GLOBAL, SCRATCH)
from extra.assembly.amd.autogen.rdna4.ins import (VOP1 as R4_VOP1, VOP1_SDST as R4_VOP1_SDST, VOP1_LIT as R4_VOP1_LIT,
VOP2 as R4_VOP2, VOP2_LIT as R4_VOP2_LIT, VOP3 as R4_VOP3, VOP3_SDST as R4_VOP3_SDST, VOP3SD as R4_VOP3SD, VOP3P as R4_VOP3P,
VOPC as R4_VOPC, VOPD as R4_VOPD, VINTERP as R4_VINTERP, SOP1 as R4_SOP1, SOP1_LIT as R4_SOP1_LIT,
SOP2 as R4_SOP2, SOP2_LIT as R4_SOP2_LIT, SOPC as R4_SOPC, SOPC_LIT as R4_SOPC_LIT,
SOPK as R4_SOPK, SOPK_LIT as R4_SOPK_LIT, SOPP as R4_SOPP,
SMEM as R4_SMEM, DS as R4_DS, VFLAT as R4_FLAT, VGLOBAL as R4_GLOBAL, VSCRATCH as R4_SCRATCH)
from extra.assembly.amd.autogen.cdna.ins import (VOP1 as C_VOP1, VOP1_SDWA as C_VOP1_SDWA, VOP1_DPP16 as C_VOP1_DPP16,
VOP2 as C_VOP2, VOP2_LIT as C_VOP2_LIT, VOP2_SDWA as C_VOP2_SDWA, VOP2_DPP16 as C_VOP2_DPP16,
VOPC as C_VOPC, VOPC_SDWA_SDST as C_VOPC_SDWA_SDST,
VOP3 as C_VOP3, VOP3_SDST as C_VOP3_SDST, VOP3SD as C_VOP3SD, VOP3P as C_VOP3P, VOP3P_MFMA as C_VOP3P_MFMA, VOP3PX2 as C_VOP3PX2,
SOP1 as C_SOP1, SOP2 as C_SOP2, SOPC as C_SOPC, SOPK as C_SOPK, SOPK_LIT as C_SOPK_LIT, SOPP as C_SOPP, SMEM as C_SMEM, DS as C_DS,
FLAT as C_FLAT, GLOBAL as C_GLOBAL, SCRATCH as C_SCRATCH, MUBUF as C_MUBUF)
# Order matters: more specific encodings first, catch-alls (SOP2, VOP2) last
# Order: base before _LIT (base matches regular ops, _LIT catches lit-only ops excluded from base)
_FORMATS = {
"rdna3": [VOPD, VOP3P, VINTERP, VOP3SD, VOP3_SDST, VOP3, DS, GLOBAL, SCRATCH, FLAT, SMEM,
SOP1, SOP1_LIT, SOP2, SOP2_LIT, SOPC, SOPK, SOPK_LIT, SOPP, VOPC, VOP1_SDST, VOP1, VOP1_LIT, VOP2, VOP2_LIT],
"rdna4": [R4_VOPD, R4_VOP3P, R4_VINTERP, R4_VOP3SD, R4_VOP3_SDST, R4_VOP3, R4_DS, R4_GLOBAL, R4_SCRATCH, R4_FLAT, R4_SMEM,
R4_SOP1, R4_SOP1_LIT, R4_SOPC, R4_SOPC_LIT, R4_SOPP, R4_SOPK, R4_SOPK_LIT, R4_VOPC, R4_VOP1_SDST, R4_VOP1, R4_VOP1_LIT,
R4_SOP2, R4_SOP2_LIT, R4_VOP2, R4_VOP2_LIT],
"cdna": [C_VOP3PX2, C_VOP3P_MFMA, C_VOP3P, C_VOP3SD, C_VOP3_SDST, C_VOP3, C_DS, C_GLOBAL, C_SCRATCH, C_FLAT, C_MUBUF, C_SMEM,
C_SOP1, C_SOPC, C_SOPP, C_SOPK, C_SOPK_LIT, C_VOPC_SDWA_SDST, C_VOPC,
C_VOP1_DPP16, C_VOP1_SDWA, C_VOP1, C_VOP2_DPP16, C_VOP2_SDWA, C_SOP2, C_VOP2, C_VOP2_LIT],
}
def detect_format(data: bytes, arch: str = "rdna3") -> type[Inst]:
"""Detect instruction format from machine code bytes."""
assert len(data) >= 4, f"need at least 4 bytes, got {len(data)}"
for cls in _FORMATS[arch]:
if _matches(data, cls): return cls
raise ValueError(f"unknown {arch} format word={int.from_bytes(data[:4], 'little'):#010x}")
def decode_inst(data: bytes, arch: str = "rdna3") -> Inst:
"""Decode machine code bytes into an instruction."""
return detect_format(data, arch).from_bytes(data)
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because one or more lines are too long
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
+324
View File
@@ -0,0 +1,324 @@
# autogenerated from AMD ISA XML - do not edit
from enum import Enum, auto
class ReprEnum(Enum):
"""Enum with clean repr that roundtrips with eval()."""
def __repr__(self): return f"{type(self).__name__}.{self.name}"
class Fmt(Enum):
FMT_ANY = auto()
FMT_BUF = auto()
FMT_IMG = auto()
FMT_IMG_BVH = auto()
FMT_NUM_B1 = auto()
FMT_NUM_B1024 = auto()
FMT_NUM_B128 = auto()
FMT_NUM_B16 = auto()
FMT_NUM_B256 = auto()
FMT_NUM_B32 = auto()
FMT_NUM_B512 = auto()
FMT_NUM_B64 = auto()
FMT_NUM_B8 = auto()
FMT_NUM_B96 = auto()
FMT_NUM_BF16 = auto()
FMT_NUM_BF6 = auto()
FMT_NUM_BF8 = auto()
FMT_NUM_F16 = auto()
FMT_NUM_F32 = auto()
FMT_NUM_F64 = auto()
FMT_NUM_FP4 = auto()
FMT_NUM_FP6 = auto()
FMT_NUM_FP8 = auto()
FMT_NUM_I16 = auto()
FMT_NUM_I24 = auto()
FMT_NUM_I32 = auto()
FMT_NUM_I4 = auto()
FMT_NUM_I64 = auto()
FMT_NUM_I8 = auto()
FMT_NUM_IU4 = auto()
FMT_NUM_IU8 = auto()
FMT_NUM_M64 = auto()
FMT_NUM_PK16_BF16 = auto()
FMT_NUM_PK16_BF8 = auto()
FMT_NUM_PK16_F16 = auto()
FMT_NUM_PK16_F32 = auto()
FMT_NUM_PK16_FP8 = auto()
FMT_NUM_PK16_I32 = auto()
FMT_NUM_PK16_I8 = auto()
FMT_NUM_PK2_B16 = auto()
FMT_NUM_PK2_B32 = auto()
FMT_NUM_PK2_B64 = auto()
FMT_NUM_PK2_BF16 = auto()
FMT_NUM_PK2_BF8 = auto()
FMT_NUM_PK2_F16 = auto()
FMT_NUM_PK2_F32 = auto()
FMT_NUM_PK2_FP4 = auto()
FMT_NUM_PK2_FP8 = auto()
FMT_NUM_PK2_I16 = auto()
FMT_NUM_PK2_I8 = auto()
FMT_NUM_PK2_U16 = auto()
FMT_NUM_PK2_U8 = auto()
FMT_NUM_PK32_BF16 = auto()
FMT_NUM_PK32_BF6 = auto()
FMT_NUM_PK32_BF8 = auto()
FMT_NUM_PK32_F16 = auto()
FMT_NUM_PK32_F32 = auto()
FMT_NUM_PK32_FP6 = auto()
FMT_NUM_PK32_FP8 = auto()
FMT_NUM_PK32_I32 = auto()
FMT_NUM_PK32_I8 = auto()
FMT_NUM_PK4_B8 = auto()
FMT_NUM_PK4_BF16 = auto()
FMT_NUM_PK4_BF8 = auto()
FMT_NUM_PK4_F16 = auto()
FMT_NUM_PK4_F32 = auto()
FMT_NUM_PK4_F64 = auto()
FMT_NUM_PK4_FP8 = auto()
FMT_NUM_PK4_I32 = auto()
FMT_NUM_PK4_I8 = auto()
FMT_NUM_PK4_IU8 = auto()
FMT_NUM_PK4_U8 = auto()
FMT_NUM_PK8_B32 = auto()
FMT_NUM_PK8_BF16 = auto()
FMT_NUM_PK8_BF8 = auto()
FMT_NUM_PK8_F16 = auto()
FMT_NUM_PK8_FP8 = auto()
FMT_NUM_PK8_I4 = auto()
FMT_NUM_PK8_I8 = auto()
FMT_NUM_PK8_IU4 = auto()
FMT_NUM_PK8_U4 = auto()
FMT_NUM_PK8_U8 = auto()
FMT_NUM_PK_F16 = auto()
FMT_NUM_PK_I16 = auto()
FMT_NUM_PK_I8 = auto()
FMT_NUM_PK_U16 = auto()
FMT_NUM_PK_U8 = auto()
FMT_NUM_U16 = auto()
FMT_NUM_U24 = auto()
FMT_NUM_U32 = auto()
FMT_NUM_U4 = auto()
FMT_NUM_U64 = auto()
FMT_NUM_U8 = auto()
FMT_RSRC = auto()
FMT_RSRC_SCALAR = auto()
FMT_RSRC_SCRATCH = auto()
FMT_RSRC_SCRATCH_BYTE = auto()
FMT_RSRC_SCRATCH_STRIDE = auto()
FMT_RSRC_TYPED = auto()
FMT_RSRC_TYPED_BYTE = auto()
FMT_RSRC_TYPED_SCRATCH = auto()
FMT_RSRC_TYPED_STRIDE = auto()
FMT_RSRC_VECTOR = auto()
FMT_RSRC_VECTOR_BYTE = auto()
FMT_RSRC_VECTOR_STRIDE = auto()
FMT_SAMP = auto()
FMT_WMMA_AB_16X16_BF16 = auto()
FMT_WMMA_AB_16X16_BF8 = auto()
FMT_WMMA_AB_16X16_F16 = auto()
FMT_WMMA_AB_16X16_FP8 = auto()
FMT_WMMA_AB_16X16_IU4 = auto()
FMT_WMMA_AB_16X16_IU8 = auto()
FMT_WMMA_AB_16X32_BF16 = auto()
FMT_WMMA_AB_16X32_BF8 = auto()
FMT_WMMA_AB_16X32_F16 = auto()
FMT_WMMA_AB_16X32_FP8 = auto()
FMT_WMMA_AB_16X32_IU4 = auto()
FMT_WMMA_AB_16X32_IU8 = auto()
FMT_WMMA_AB_16X64_IU4 = auto()
FMT_WMMA_AB_BF16 = auto()
FMT_WMMA_AB_F16 = auto()
FMT_WMMA_AB_IU4 = auto()
FMT_WMMA_AB_IU8 = auto()
FMT_WMMA_DC_16X16_BF16 = auto()
FMT_WMMA_DC_16X16_F16 = auto()
FMT_WMMA_DC_16X16_F32 = auto()
FMT_WMMA_DC_16X16_I32 = auto()
FMT_WMMA_DC_BF16 = auto()
FMT_WMMA_DC_F16 = auto()
FMT_WMMA_DC_F32 = auto()
FMT_WMMA_DC_I32 = auto()
FMT_WMMA_INDEX_SET = auto()
FMT_BITS = {
Fmt.FMT_ANY: 1,
Fmt.FMT_BUF: 64,
Fmt.FMT_IMG: 256,
Fmt.FMT_IMG_BVH: 128,
Fmt.FMT_NUM_B1: 1,
Fmt.FMT_NUM_B1024: 1024,
Fmt.FMT_NUM_B128: 128,
Fmt.FMT_NUM_B16: 16,
Fmt.FMT_NUM_B256: 256,
Fmt.FMT_NUM_B32: 32,
Fmt.FMT_NUM_B512: 512,
Fmt.FMT_NUM_B64: 64,
Fmt.FMT_NUM_B8: 8,
Fmt.FMT_NUM_B96: 96,
Fmt.FMT_NUM_BF16: 16,
Fmt.FMT_NUM_BF6: 6,
Fmt.FMT_NUM_BF8: 8,
Fmt.FMT_NUM_F16: 16,
Fmt.FMT_NUM_F32: 32,
Fmt.FMT_NUM_F64: 64,
Fmt.FMT_NUM_FP4: 4,
Fmt.FMT_NUM_FP6: 6,
Fmt.FMT_NUM_FP8: 8,
Fmt.FMT_NUM_I16: 16,
Fmt.FMT_NUM_I24: 24,
Fmt.FMT_NUM_I32: 32,
Fmt.FMT_NUM_I4: 4,
Fmt.FMT_NUM_I64: 64,
Fmt.FMT_NUM_I8: 8,
Fmt.FMT_NUM_IU4: 4,
Fmt.FMT_NUM_IU8: 8,
Fmt.FMT_NUM_M64: 64,
Fmt.FMT_NUM_PK16_BF16: 256,
Fmt.FMT_NUM_PK16_BF8: 128,
Fmt.FMT_NUM_PK16_F16: 256,
Fmt.FMT_NUM_PK16_F32: 512,
Fmt.FMT_NUM_PK16_FP8: 128,
Fmt.FMT_NUM_PK16_I32: 512,
Fmt.FMT_NUM_PK16_I8: 128,
Fmt.FMT_NUM_PK2_B16: 32,
Fmt.FMT_NUM_PK2_B32: 64,
Fmt.FMT_NUM_PK2_B64: 128,
Fmt.FMT_NUM_PK2_BF16: 32,
Fmt.FMT_NUM_PK2_BF8: 16,
Fmt.FMT_NUM_PK2_F16: 32,
Fmt.FMT_NUM_PK2_F32: 64,
Fmt.FMT_NUM_PK2_FP4: 8,
Fmt.FMT_NUM_PK2_FP8: 16,
Fmt.FMT_NUM_PK2_I16: 32,
Fmt.FMT_NUM_PK2_I8: 16,
Fmt.FMT_NUM_PK2_U16: 32,
Fmt.FMT_NUM_PK2_U8: 16,
Fmt.FMT_NUM_PK32_BF16: 512,
Fmt.FMT_NUM_PK32_BF6: 192,
Fmt.FMT_NUM_PK32_BF8: 256,
Fmt.FMT_NUM_PK32_F16: 512,
Fmt.FMT_NUM_PK32_F32: 1024,
Fmt.FMT_NUM_PK32_FP6: 192,
Fmt.FMT_NUM_PK32_FP8: 256,
Fmt.FMT_NUM_PK32_I32: 1024,
Fmt.FMT_NUM_PK32_I8: 256,
Fmt.FMT_NUM_PK4_B8: 32,
Fmt.FMT_NUM_PK4_BF16: 64,
Fmt.FMT_NUM_PK4_BF8: 32,
Fmt.FMT_NUM_PK4_F16: 64,
Fmt.FMT_NUM_PK4_F32: 128,
Fmt.FMT_NUM_PK4_F64: 256,
Fmt.FMT_NUM_PK4_FP8: 32,
Fmt.FMT_NUM_PK4_I32: 128,
Fmt.FMT_NUM_PK4_I8: 32,
Fmt.FMT_NUM_PK4_IU8: 32,
Fmt.FMT_NUM_PK4_U8: 32,
Fmt.FMT_NUM_PK8_B32: 256,
Fmt.FMT_NUM_PK8_BF16: 128,
Fmt.FMT_NUM_PK8_BF8: 64,
Fmt.FMT_NUM_PK8_F16: 128,
Fmt.FMT_NUM_PK8_FP8: 64,
Fmt.FMT_NUM_PK8_I4: 32,
Fmt.FMT_NUM_PK8_I8: 64,
Fmt.FMT_NUM_PK8_IU4: 32,
Fmt.FMT_NUM_PK8_U4: 32,
Fmt.FMT_NUM_PK8_U8: 64,
Fmt.FMT_NUM_PK_F16: 32,
Fmt.FMT_NUM_PK_I16: 32,
Fmt.FMT_NUM_PK_I8: 32,
Fmt.FMT_NUM_PK_U16: 32,
Fmt.FMT_NUM_PK_U8: 32,
Fmt.FMT_NUM_U16: 16,
Fmt.FMT_NUM_U24: 24,
Fmt.FMT_NUM_U32: 32,
Fmt.FMT_NUM_U4: 4,
Fmt.FMT_NUM_U64: 64,
Fmt.FMT_NUM_U8: 8,
Fmt.FMT_RSRC: 128,
Fmt.FMT_RSRC_SCALAR: 128,
Fmt.FMT_RSRC_SCRATCH: 128,
Fmt.FMT_RSRC_SCRATCH_BYTE: 128,
Fmt.FMT_RSRC_SCRATCH_STRIDE: 128,
Fmt.FMT_RSRC_TYPED: 128,
Fmt.FMT_RSRC_TYPED_BYTE: 128,
Fmt.FMT_RSRC_TYPED_SCRATCH: 128,
Fmt.FMT_RSRC_TYPED_STRIDE: 128,
Fmt.FMT_RSRC_VECTOR: 128,
Fmt.FMT_RSRC_VECTOR_BYTE: 128,
Fmt.FMT_RSRC_VECTOR_STRIDE: 128,
Fmt.FMT_SAMP: 128,
Fmt.FMT_WMMA_AB_16X16_BF16: 128,
Fmt.FMT_WMMA_AB_16X16_BF8: 64,
Fmt.FMT_WMMA_AB_16X16_F16: 128,
Fmt.FMT_WMMA_AB_16X16_FP8: 64,
Fmt.FMT_WMMA_AB_16X16_IU4: 32,
Fmt.FMT_WMMA_AB_16X16_IU8: 64,
Fmt.FMT_WMMA_AB_16X32_BF16: 256,
Fmt.FMT_WMMA_AB_16X32_BF8: 128,
Fmt.FMT_WMMA_AB_16X32_F16: 256,
Fmt.FMT_WMMA_AB_16X32_FP8: 128,
Fmt.FMT_WMMA_AB_16X32_IU4: 64,
Fmt.FMT_WMMA_AB_16X32_IU8: 128,
Fmt.FMT_WMMA_AB_16X64_IU4: 128,
Fmt.FMT_WMMA_AB_BF16: 256,
Fmt.FMT_WMMA_AB_F16: 256,
Fmt.FMT_WMMA_AB_IU4: 64,
Fmt.FMT_WMMA_AB_IU8: 128,
Fmt.FMT_WMMA_DC_16X16_BF16: 128,
Fmt.FMT_WMMA_DC_16X16_F16: 128,
Fmt.FMT_WMMA_DC_16X16_F32: 256,
Fmt.FMT_WMMA_DC_16X16_I32: 256,
Fmt.FMT_WMMA_DC_BF16: 256,
Fmt.FMT_WMMA_DC_F16: 256,
Fmt.FMT_WMMA_DC_F32: 256,
Fmt.FMT_WMMA_DC_I32: 256,
Fmt.FMT_WMMA_INDEX_SET: 32,
}
class OpType(Enum):
OPR_ACCVGPR = auto()
OPR_ATTR = auto()
OPR_CLAUSE = auto()
OPR_DELAY = auto()
OPR_EXEC = auto()
OPR_HWREG = auto()
OPR_LABEL = auto()
OPR_SDST = auto()
OPR_SDST_NULL = auto()
OPR_SENDMSG = auto()
OPR_SENDMSG_RTN = auto()
OPR_SIMM16 = auto()
OPR_SIMM24 = auto()
OPR_SIMM4 = auto()
OPR_SIMM5 = auto()
OPR_SIMM8 = auto()
OPR_SLEEP = auto()
OPR_SMEM_OFFSET = auto()
OPR_SMEM_OFFSET_NOK = auto()
OPR_SRC = auto()
OPR_SRC_ACCVGPR = auto()
OPR_SRC_NOLDS = auto()
OPR_SRC_NOLIT = auto()
OPR_SRC_SIMPLE = auto()
OPR_SRC_VGPR = auto()
OPR_SRC_VGPR_OR_ACCVGPR = auto()
OPR_SRC_VGPR_OR_ACCVGPR_OR_CONST = auto()
OPR_SRC_VGPR_OR_INLINE = auto()
OPR_SREG = auto()
OPR_SREG_LITERAL = auto()
OPR_SREG_M0 = auto()
OPR_SREG_M0_INL = auto()
OPR_SREG_NOVCC = auto()
OPR_SSRC = auto()
OPR_SSRC_BARRIER_ID = auto()
OPR_SSRC_LANESEL = auto()
OPR_SSRC_NOLIT = auto()
OPR_TGT = auto()
OPR_VERSION = auto()
OPR_VGPR = auto()
OPR_VGPR_OR_ACCVGPR = auto()
OPR_VGPR_OR_LDS = auto()
OPR_WAITCNT = auto()
OPR_WAITCNT_DEPCTR = auto()
OPR_WAIT_ALU = auto()
OPR_WAIT_EVENT = auto()
OPR_WAIT_MEM_DS = auto()
File diff suppressed because it is too large Load Diff
File diff suppressed because one or more lines are too long
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because one or more lines are too long
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
+907
View File
@@ -0,0 +1,907 @@
# RDNA3/RDNA4/CDNA disassembler
from __future__ import annotations
import re, struct
from typing import Callable
from extra.assembly.amd.dsl import Inst, Reg
# Special register mappings for disassembly
SPECIAL_GPRS = {106: 'vcc_lo', 107: 'vcc_hi', 124: 'null', 125: 'm0', 126: 'exec_lo', 127: 'exec_hi',
128: '0', 240: '0.5', 241: '-0.5', 242: '1.0', 243: '-1.0', 244: '2.0', 245: '-2.0', 246: '4.0', 247: '-4.0', 248: '0x3e22f983', 253: 'scc'}
SPECIAL_GPRS_CDNA = {106: 'vcc_lo', 107: 'vcc_hi', 124: 'm0', 126: 'exec_lo', 127: 'exec_hi',
128: '0', 240: '0.5', 241: '-0.5', 242: '1.0', 243: '-1.0', 244: '2.0', 245: '-2.0', 246: '4.0', 247: '-4.0', 248: '0x3e22f983', 253: 'scc',
102: 'flat_scratch_lo', 103: 'flat_scratch_hi', 104: 'xnack_mask_lo', 105: 'xnack_mask_hi',
251: 'src_vccz', 252: 'src_execz'}
SPECIAL_PAIRS = {106: 'vcc', 126: 'exec'}
SPECIAL_PAIRS_CDNA = {106: 'vcc', 126: 'exec', 102: 'flat_scratch', 104: 'xnack_mask'}
def decode_src(v, cdna: bool = False) -> str:
"""Decode a source operand encoding to its string representation."""
v = _unwrap(v)
gprs = SPECIAL_GPRS_CDNA if cdna else SPECIAL_GPRS
if v in gprs: return gprs[v]
if v < 106: return f's{v}'
if 108 <= v < 124: return f'ttmp{v - 108}'
if 129 <= v <= 192: return str(v - 128) # positive integers 1-64
if 193 <= v <= 208: return str(-(v - 192)) # negative integers -1 to -16
if v >= 256: return f'v{v - 256}'
return f's{v}'
def _unwrap(v) -> int:
"""Unwrap Reg to int offset, or return int as-is."""
return v.offset if isinstance(v, Reg) else v
def _vi(v) -> int:
"""Get VGPR index from Reg or int (for v[N] fields that encode as 256+N)."""
off = _unwrap(v)
return off - 256 if off >= 256 else off
# ═══════════════════════════════════════════════════════════════════════════════
# LITERAL FORMATTING
# ═══════════════════════════════════════════════════════════════════════════════
_FLOAT_DEC = {240: 0.5, 241: -0.5, 242: 1.0, 243: -1.0, 244: 2.0, 245: -2.0, 246: 4.0, 247: -4.0}
def _lit(inst, v, neg=0, cdna=None) -> str:
"""Format literal/inline constant value."""
if cdna is None: cdna = _is_cdna(inst)
v = _unwrap(v)
if v == 255:
lit = inst._literal
if lit is None: return "0"
s = f"0x{lit:x}"
elif v in _FLOAT_DEC: s = str(_FLOAT_DEC[v])
elif 128 <= v <= 192: s = str(v - 128)
elif 193 <= v <= 208: s = str(-(v - 192))
elif v < 128: s = decode_src(v, cdna)
elif v >= 256: s = f"v{v - 256}"
else: s = decode_src(v, cdna)
return f"-{s}" if neg else s
# ═══════════════════════════════════════════════════════════════════════════════
# INSTRUCTION METADATA - fallback functions when inst.num_srcs()/inst.operands unavailable
# ═══════════════════════════════════════════════════════════════════════════════
def _num_srcs(inst) -> int:
"""Fallback: get number of source operands from instruction name."""
name = getattr(inst, 'op_name', '') or ''
n = name.upper()
# FMAC/MAC ops are 2-source (dst is implicit accumulator), but FMA/MAD ops are 3-source
if 'FMAC' in n or 'V_MAC_' in n: return 2
if any(x in n for x in ('FMA', 'MAD', 'CNDMASK', 'BFE', 'BFI', 'LERP', 'MED3', 'SAD', 'DIV_FMAS', 'DIV_FIXUP', 'DIV_SCALE', 'CUBE')): return 3
# PERMLANE_VAR ops are 2-source, but PERMLANE (non-VAR) are 3-source
if 'PERMLANE' in n and '_VAR' not in n: return 3
if any(x in n for x in ('_ADD3', '_LSHL_ADD', '_ADD_LSHL', '_LSHL_OR', '_AND_OR', 'OR3_B32', 'AND_OR_B32', 'ALIGNBIT', 'ALIGNBYTE', 'V_PERM_', 'XOR3', 'XAD', 'MULLIT', 'MINMAX', 'MAXMIN', 'MINIMUMMAXIMUM', 'MAXIMUMMINIMUM', 'MINIMUM3', 'MAXIMUM3', 'MIN3', 'MAX3', 'DOT2', 'CVT_PK_U8_F32', 'DOT4', 'DOT8', 'WMMA', 'SWMMAC')): return 3
return 2
# ═══════════════════════════════════════════════════════════════════════════════
# IMPORTS
# ═══════════════════════════════════════════════════════════════════════════════
from extra.assembly.amd.autogen.rdna3.ins import (VOP1, VOP1_SDST, VOP1_SDST_LIT, VOP1_LIT, VOP2, VOP2_LIT, VOP3, VOP3_SDST, VOP3_SDST_LIT,
VOP3_LIT, VOP3SD, VOP3SD_LIT, VOP3P, VOP3P_LIT, VOPC, VOPC_LIT, VOPD, VOPD_LIT, VINTERP, SOP1, SOP1_LIT, SOP2, SOP2_LIT, SOPC, SOPC_LIT,
SOPK, SOPK_LIT, SOPP, SMEM, DS, FLAT, GLOBAL, SCRATCH, VOP2Op, VOPDOp, SOPPOp, HWREG, MSG)
from extra.assembly.amd.autogen.rdna4.ins import (VOP1 as R4_VOP1, VOP1_SDST as R4_VOP1_SDST, VOP1_SDST_LIT as R4_VOP1_SDST_LIT, VOP1_LIT as R4_VOP1_LIT,
VOP2 as R4_VOP2, VOP2_LIT as R4_VOP2_LIT, VOP3 as R4_VOP3, VOP3_SDST as R4_VOP3_SDST, VOP3_SDST_LIT as R4_VOP3_SDST_LIT, VOP3_LIT as R4_VOP3_LIT,
VOP3SD as R4_VOP3SD, VOP3SD_LIT as R4_VOP3SD_LIT, VOP3P as R4_VOP3P, VOP3P_LIT as R4_VOP3P_LIT, VOPC as R4_VOPC, VOPC_LIT as R4_VOPC_LIT,
VOPD as R4_VOPD, VOPD_LIT as R4_VOPD_LIT, VINTERP as R4_VINTERP, SOP1 as R4_SOP1, SOP1_LIT as R4_SOP1_LIT, SOP2 as R4_SOP2, SOP2_LIT as R4_SOP2_LIT,
SOPC as R4_SOPC, SOPC_LIT as R4_SOPC_LIT, SOPK as R4_SOPK, SOPK_LIT as R4_SOPK_LIT, SOPP as R4_SOPP, SMEM as R4_SMEM, DS as R4_DS,
VOPDOp as R4_VOPDOp, HWREG as HWREG_RDNA4, VFLAT as R4_FLAT, VGLOBAL as R4_GLOBAL, VSCRATCH as R4_SCRATCH)
from extra.assembly.amd.autogen.cdna.ins import FLAT as C_FLAT, HWREG as HWREG_CDNA
def _is_cdna(inst: Inst) -> bool: return 'cdna' in inst.__class__.__module__
def _is_r4(inst: Inst) -> bool: return 'rdna4' in inst.__class__.__module__
# CDNA opcode name aliases for disasm (new name -> old name expected by tests)
_CDNA_DISASM_ALIASES = {'v_fmac_f64': 'v_mul_legacy_f32', 'v_dot2c_f32_bf16': 'v_mac_f32', 'v_fmamk_f32': 'v_madmk_f32', 'v_fmaak_f32': 'v_madak_f32'}
# ═══════════════════════════════════════════════════════════════════════════════
# HELPERS
# ═══════════════════════════════════════════════════════════════════════════════
def _reg(p: str, b: int, n: int = 1) -> str: return f"{p}{_unwrap(b)}" if n == 1 else f"{p}[{_unwrap(b)}:{_unwrap(b)+n-1}]"
def _sreg(b: int, n: int = 1) -> str: return _reg("s", _unwrap(b), n)
def _vreg(b: int, n: int = 1) -> str: b = _unwrap(b); return _reg("v", b - 256 if b >= 256 else b, n)
def _areg(b: int, n: int = 1) -> str: b = _unwrap(b); return _reg("a", b - 256 if b >= 256 else b, n) # accumulator registers for GFX90a
def _ttmp(b, n: int = 1) -> str | None: b = _unwrap(b); return _reg("ttmp", b - 108, n) if 108 <= b <= 123 else None
def _fmt_sdst(v, n: int = 1, cdna: bool = False) -> str:
v = _unwrap(v)
if t := _ttmp(v, n): return t
pairs = SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS
gprs = SPECIAL_GPRS_CDNA if cdna else SPECIAL_GPRS
if n > 1: return pairs.get(v) or gprs.get(v) or _sreg(v, n) # also check gprs for null/m0
return gprs.get(v, f"s{v}")
def _fmt_src(v, n: int = 1, cdna: bool = False) -> str:
v = _unwrap(v)
if v == 253: return "src_scc" # SCC as source operand
if n == 1: return decode_src(v, cdna)
if v >= 256: return _vreg(v, n)
if v <= 101: return _sreg(v, n) # s0-s101 can be pairs, but 102+ are special on CDNA
pairs = SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS
if n == 2 and v in pairs: return pairs[v]
if v <= 105: return _sreg(v, n) # s102-s105 regular pairs for RDNA
if t := _ttmp(v, n): return t
return decode_src(v, cdna)
def _fmt_v16(v, base: int = 256, hi_thresh: int = 384) -> str:
v = _unwrap(v)
return f"v{(v - base) & 0x7f}.{'h' if v >= hi_thresh else 'l'}"
def _has(op: str, *subs) -> bool: return any(s in op for s in subs)
def _omod(v: int) -> str: return {1: " mul:2", 2: " mul:4", 3: " div:2"}.get(v, "")
def _src16(inst, v: int) -> str: v = _unwrap(v); return _fmt_v16(v) if v >= 256 else _lit(inst, v) # format 16-bit src: vgpr.h/l or literal
def _mods(*pairs) -> str: return " ".join(m for c, m in pairs if c)
def _fmt_bits(label: str, val: int, count: int) -> str: return f"{label}:[{','.join(str((val >> i) & 1) for i in range(count))}]"
def _vop3_src(inst, v: int, neg: int, abs_: int, hi: int, n: int, f16: bool) -> str:
"""Format VOP3 source operand with modifiers."""
v = _unwrap(v)
if v == 255: s = _lit(inst, v) # literal constant takes priority
elif n > 1: s = _fmt_src(v, n)
elif f16 and v >= 256: s = f"v{v - 256}.h" if hi else f"v{v - 256}.l"
elif v == 253: s = "src_scc" # VOP3 sources use src_scc not scc
else: s = _lit(inst, v)
if abs_: s = f"|{s}|"
return f"-{s}" if neg else s
def _opsel_str(opsel: int, n: int, need: bool, is16_d: bool) -> str:
"""Format op_sel modifier string."""
if not need: return ""
dst_hi = (opsel >> 3) & 1
if n == 1: return f" op_sel:[{opsel & 1},{dst_hi}]"
# Use 4-element format if bit 2 is set (src2 selection used) or if 3+ sources
if n == 2 and not ((opsel >> 2) & 1): return f" op_sel:[{opsel & 1},{(opsel >> 1) & 1},{dst_hi}]"
return f" op_sel:[{opsel & 1},{(opsel >> 1) & 1},{(opsel >> 2) & 1},{dst_hi}]"
# ═══════════════════════════════════════════════════════════════════════════════
# DISASSEMBLER
# ═══════════════════════════════════════════════════════════════════════════════
def _disasm_vop1(inst: VOP1) -> str:
name, cdna = inst.op_name.lower() or f'vop1_op_{inst.op}', _is_cdna(inst)
name = name.replace('_e32', '') # Strip _e32 suffix
if any(x in name for x in ('v_nop', 'v_pipeflush', 'v_clrexcp')): return name # no operands
if 'readfirstlane' in name:
src = inst.src0.fmt() if inst.src0.offset >= 256 else decode_src(inst.src0.offset, cdna)
vdst_off = inst.vdst.offset - 256 if inst.vdst.offset >= 256 else inst.vdst.offset
return f"{name} {_fmt_sdst(vdst_off, 1, cdna)}, {src}"
bits = inst.canonical_op_bits
is16_dst, is16_src = not cdna and bits['d'] == 16, not cdna and bits['s0'] == 16
# Format dst
if is16_dst: dst = _fmt_v16(inst.vdst)
else: dst = inst.vdst.fmt()
# Format src
if inst.src0.offset == 255: src = _lit(inst, inst.src0)
elif is16_src and inst.src0.offset >= 256: src = _fmt_v16(inst.src0)
elif inst.src0.sz > 1: src = _fmt_src(inst.src0, inst.src0.sz, cdna)
else: src = _lit(inst, inst.src0)
return f"{name} {dst}, {src}"
_VOP2_CARRY_OUT = {'v_add_co_u32', 'v_sub_co_u32', 'v_subrev_co_u32'} # carry out only
_VOP2_CARRY_INOUT = {'v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'} # carry in and out (CDNA)
_VOP2_CARRY_INOUT_RDNA = {'v_add_co_ci_u32', 'v_sub_co_ci_u32', 'v_subrev_co_ci_u32'} # carry in and out (RDNA)
def _disasm_vop2(inst: VOP2) -> str:
name, cdna = inst.op_name.lower(), _is_cdna(inst)
if cdna: name = _CDNA_DISASM_ALIASES.get(name, name) # apply CDNA aliases
suf = "" if cdna or name.endswith('_e32') or (not cdna and inst.op == VOP2Op.V_DOT2ACC_F32_F16_E32) else "_e32"
lit = inst._literal
is16 = not cdna and inst.canonical_op_bits['d'] == 16
# fmaak/madak: dst = src0 * vsrc1 + K, fmamk/madmk: dst = src0 * K + vsrc1
if 'fmaak' in name or 'madak' in name or (not cdna and inst.op in (VOP2Op.V_FMAAK_F32_E32, VOP2Op.V_FMAAK_F16_E32)):
if lit is None: return f"op_{inst.op.value if hasattr(inst.op, 'value') else inst.op}"
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst)}, {_src16(inst, inst.src0)}, {_fmt_v16(inst.vsrc1)}, 0x{lit:x}"
return f"{name}{suf} {inst.vdst.fmt()}, {_lit(inst, inst.src0)}, {inst.vsrc1.fmt()}, 0x{lit:x}"
if 'fmamk' in name or 'madmk' in name or (not cdna and inst.op in (VOP2Op.V_FMAMK_F32_E32, VOP2Op.V_FMAMK_F16_E32)):
if lit is None: return f"op_{inst.op.value if hasattr(inst.op, 'value') else inst.op}"
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst)}, {_src16(inst, inst.src0)}, 0x{lit:x}, {_fmt_v16(inst.vsrc1)}"
return f"{name}{suf} {inst.vdst.fmt()}, {_lit(inst, inst.src0)}, 0x{lit:x}, {inst.vsrc1.fmt()}"
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst)}, {_src16(inst, inst.src0)}, {_fmt_v16(inst.vsrc1)}"
vcc = "vcc" if cdna else "vcc_lo"
basename = name.replace('_e32', '')
if cdna and basename in _VOP2_CARRY_OUT: return f"{name}{suf} {inst.vdst.fmt()}, {vcc}, {_lit(inst, inst.src0)}, {inst.vsrc1.fmt()}"
if cdna and basename in _VOP2_CARRY_INOUT: return f"{name}{suf} {inst.vdst.fmt()}, {vcc}, {_lit(inst, inst.src0)}, {inst.vsrc1.fmt()}, {vcc}"
if not cdna and basename in _VOP2_CARRY_INOUT_RDNA: return f"{name}{suf} {inst.vdst.fmt()}, {vcc}, {_lit(inst, inst.src0)}, {inst.vsrc1.fmt()}, {vcc}"
sn0 = inst.canonical_op_regs.get('s0', 1)
if inst.vdst.sz > 1 or sn0 > 1 or inst.vsrc1.sz > 1:
src0 = _lit(inst, inst.src0) if inst.src0.offset == 255 else _fmt_src(inst.src0, sn0, cdna)
return f"{name.replace('_e32', '')} {inst.vdst.fmt()}, {src0}, {inst.vsrc1.fmt()}"
return f"{name}{suf} {inst.vdst.fmt()}, {_lit(inst, inst.src0)}, {inst.vsrc1.fmt()}" + (f", {vcc}" if name == 'v_cndmask_b32' else "")
def _disasm_vopc(inst: VOPC) -> str:
name, cdna = inst.op_name.lower(), _is_cdna(inst)
bits = inst.canonical_op_bits
is16 = bits['s0'] == 16
if cdna:
s0 = _lit(inst, inst.src0) if inst.src0.offset == 255 else _fmt_src(inst.src0, inst.src0.sz, cdna)
return f"{name} vcc, {s0}, {inst.vsrc1.fmt()}" # CDNA VOPC always outputs vcc
# RDNA: v_cmpx_* writes to exec (no vcc), v_cmp_* writes to vcc_lo
has_vcc = 'cmpx' not in name
s0 = _lit(inst, inst.src0) if inst.src0.offset == 255 else inst.src0.fmt() if inst.src0.sz > 1 else _src16(inst, inst.src0.offset) if is16 else _lit(inst, inst.src0)
s1 = inst.vsrc1.fmt() if inst.vsrc1.sz > 1 else _fmt_v16(inst.vsrc1) if is16 else inst.vsrc1.fmt()
suf = "" if name.endswith('_e32') else "_e32"
return f"{name}{suf} vcc_lo, {s0}, {s1}" if has_vcc else f"{name}{suf} {s0}, {s1}"
NO_ARG_SOPP = {SOPPOp.S_BARRIER, SOPPOp.S_WAKEUP, SOPPOp.S_ICACHE_INV,
SOPPOp.S_WAIT_IDLE, SOPPOp.S_ENDPGM_SAVED, SOPPOp.S_CODE_END, SOPPOp.S_ENDPGM_ORDERED_PS_DONE, SOPPOp.S_TTRACEDATA}
def _disasm_sopp(inst: SOPP) -> str:
name, cdna = inst.op_name.lower(), _is_cdna(inst)
is_rdna4 = _is_r4(inst)
# Ops that have no argument when simm16 == 0
no_arg_zero = {'s_barrier', 's_wakeup', 's_icache_inv', 's_ttracedata', 's_wait_idle', 's_endpgm_saved',
's_endpgm_ordered_ps_done', 's_code_end'}
if name in no_arg_zero: return name if inst.simm16 == 0 else f"{name} {inst.simm16}"
if name == 's_endpgm': return name if inst.simm16 == 0 else f"{name} {inst.simm16}"
if cdna:
if name == 's_waitcnt':
# GFX9 format: vmcnt[3:0]=bits[3:0], vmcnt[5:4]=bits[15:14], expcnt=bits[6:4], lgkmcnt=bits[11:8] (4 bits, max 15)
vm_lo, exp, lgkm, vm_hi = inst.simm16 & 0xf, (inst.simm16 >> 4) & 0x7, (inst.simm16 >> 8) & 0xf, (inst.simm16 >> 14) & 0x3
vm = vm_lo | (vm_hi << 4)
p = [f"vmcnt({vm})" if vm != 0x3f else "", f"expcnt({exp})" if exp != 7 else "", f"lgkmcnt({lgkm})" if lgkm != 0xf else ""]
return f"s_waitcnt {' '.join(x for x in p if x) or '0'}"
if name.startswith(('s_cbranch', 's_branch')): return f"{name} {inst.simm16}"
if name == 's_set_gpr_idx_mode':
flags = [n for i, n in enumerate(['SRC0', 'SRC1', 'SRC2', 'DST']) if inst.simm16 & (1 << i)]
return f"{name} gpr_idx({','.join(flags)})"
return f"{name} 0x{inst.simm16:x}" if inst.simm16 else name
# RDNA (use name-based checks instead of enum-based for cross-arch compatibility)
if name == 's_waitcnt':
if is_rdna4:
return f"{name} {inst.simm16}" if inst.simm16 else f"{name} 0"
vm, exp, lgkm = (inst.simm16 >> 10) & 0x3f, inst.simm16 & 0xf, (inst.simm16 >> 4) & 0x3f
p = [f"vmcnt({vm})" if vm != 0x3f else "", f"expcnt({exp})" if exp != 7 else "", f"lgkmcnt({lgkm})" if lgkm != 0x3f else ""]
return f"s_waitcnt {' '.join(x for x in p if x) or '0'}"
if name == 's_delay_alu':
deps = ['VALU_DEP_1','VALU_DEP_2','VALU_DEP_3','VALU_DEP_4','TRANS32_DEP_1','TRANS32_DEP_2','TRANS32_DEP_3','FMA_ACCUM_CYCLE_1','SALU_CYCLE_1','SALU_CYCLE_2','SALU_CYCLE_3']
skips = ['SAME','NEXT','SKIP_1','SKIP_2','SKIP_3','SKIP_4']
id0, skip, id1 = inst.simm16 & 0xf, (inst.simm16 >> 4) & 0x7, (inst.simm16 >> 7) & 0xf
dep = lambda v: deps[v-1] if 0 < v <= len(deps) else str(v)
p = [f"instid0({dep(id0)})" if id0 else "", f"instskip({skips[skip]})" if skip else "", f"instid1({dep(id1)})" if id1 else ""]
return f"s_delay_alu {' | '.join(x for x in p if x) or '0'}"
if name.startswith(('s_cbranch', 's_branch')): return f"{name} {inst.simm16}"
return f"{name} 0x{inst.simm16:x}"
def _disasm_smem(inst: SMEM) -> str:
name, cdna = inst.op_name.lower(), _is_cdna(inst)
if name in ('s_gl1_inv', 's_dcache_inv', 's_dcache_inv_vol', 's_dcache_wb', 's_dcache_wb_vol', 's_icache_inv'): return name
soe, imm = getattr(inst, 'soe', 0) or getattr(inst, 'soffset_en', 0), getattr(inst, 'imm', 1)
is_rdna4 = _is_r4(inst)
offset = inst.ioffset if is_rdna4 else getattr(inst, 'offset', 0)
if cdna:
if soe and imm: off_s = f"{decode_src(inst.soffset, cdna)} offset:0x{offset:x}"
elif imm: off_s = f"0x{offset:x}"
elif offset < 256: off_s = decode_src(offset, cdna)
else: off_s = decode_src(inst.soffset, cdna)
elif offset and inst.soffset != 124: off_s = f"{decode_src(inst.soffset, cdna)} offset:0x{offset:x}"
elif offset: off_s = f"0x{offset:x}"
else: off_s = decode_src(inst.soffset, cdna)
is_buffer = 'buffer' in name or 's_atc_probe_buffer' == name
sbase_idx, sbase_count = _unwrap(inst.sbase), 4 if is_buffer else 2
sbase_str = _fmt_src(sbase_idx, sbase_count, cdna) if sbase_count == 2 else _sreg(sbase_idx, sbase_count) if sbase_idx <= 105 else _reg("ttmp", sbase_idx - 108, sbase_count)
if name in ('s_atc_probe', 's_atc_probe_buffer'): return f"{name} {_unwrap(inst.sdata)}, {sbase_str}, {off_s}"
if 'prefetch' in name:
off = getattr(inst, 'ioffset', getattr(inst, 'offset', 0))
if off >= 0x800000: off = off - 0x1000000
off_s = f"0x{off:x}" if off > 255 else str(off)
soff_s = decode_src(inst.soffset, cdna) if inst.soffset != 124 else ("m0" if cdna else "null")
if 'pc_rel' in name: return f"{name} {off_s}, {soff_s}, {_unwrap(inst.sdata)}"
return f"{name} {sbase_str}, {off_s}, {soff_s}, {_unwrap(inst.sdata)}"
# Use get_field_bits for register count
dst_n = inst.canonical_op_regs.get('d', 1)
th, scope = getattr(inst, 'th', 0), getattr(inst, 'scope', 0)
if is_rdna4: # RDNA4 uses th/scope instead of glc/dlc
th_names = ['TH_LOAD_RT', 'TH_LOAD_NT', 'TH_LOAD_HT', 'TH_LOAD_LU']
scope_names = ['SCOPE_CU', 'SCOPE_SE', 'SCOPE_DEV', 'SCOPE_SYS']
mods = (f" th:{th_names[th]}" if th else "") + (f" scope:{scope_names[scope]}" if scope else "")
return f"{name} {_fmt_sdst(inst.sdata, dst_n, cdna)}, {sbase_str}, {off_s}{mods}"
if th or scope:
th_names = ['TH_LOAD_RT', 'TH_LOAD_NT', 'TH_LOAD_HT', 'TH_LOAD_LU']
scope_names = ['SCOPE_CU', 'SCOPE_SE', 'SCOPE_DEV', 'SCOPE_SYS']
mods = (f" th:{th_names[th]}" if th else "") + (f" scope:{scope_names[scope]}" if scope else "")
return f"{name} {_fmt_sdst(inst.sdata, dst_n, cdna)}, {sbase_str}, {off_s}{mods}"
if 'discard' in name: return f"{name} {sbase_str}, {off_s}" + _mods((inst.glc, " glc"), (getattr(inst, 'dlc', 0), " dlc"))
if name in ('s_memrealtime', 's_memtime'): return f"{name} {_fmt_sdst(inst.sdata, dst_n, cdna)}"
return f"{name} {_fmt_sdst(inst.sdata, dst_n, cdna)}, {sbase_str}, {off_s}" + _mods((inst.glc, " glc"), (getattr(inst, 'dlc', 0), " dlc"))
def _disasm_flat(inst: FLAT) -> str:
name, cdna, r4 = inst.op_name.lower(), _is_cdna(inst), _is_r4(inst)
acc = getattr(inst, 'acc', 0)
reg_fn = _areg if acc else _vreg
if r4: seg = 'flat' if (cls_name:=inst.__class__.__name__) == 'VFLAT' else ('global' if cls_name == 'VGLOBAL' else 'scratch')
else: seg = ['flat', 'scratch', 'global'][inst.seg] if inst.seg < 3 else 'flat'
instr = f"{seg}_{name.split('_', 1)[1] if '_' in name else name}"
# Global/scratch uses 13-bit signed offset
offset = inst.ioffset if r4 else inst.offset
if seg != 'flat':
if cdna:
# CDNA: bit 12 is sign bit but not in offset field
raw = int.from_bytes(inst.to_bytes(), 'little')
off_val = offset | ((raw >> 12) & 1) << 12 # get bit 12
else:
off_val = offset
off_val = off_val if off_val < 4096 else off_val - 8192 # sign extend 13-bit
else:
off_val = offset
# Use get_field_bits: data for stores/atomics, d for loads
regs = inst.canonical_op_regs
w = regs.get('data', regs.get('d', 1)) if 'store' in name or 'atomic' in name else regs.get('d', 1)
off_s = f" offset:{off_val}" if off_val else ""
if cdna: mods = f"{off_s}{' sc0' if inst.sc0 else ''}{' nt' if inst.nt else ''}{' sc1' if getattr(inst, 'sc1', 0) else ''}"
elif r4: mods = f"{off_s}{' scope' if inst.scope else ''}{' th' if inst.th else ''}"
else: mods = f"{off_s}{' glc' if inst.glc else ''}{' slc' if inst.slc else ''}{' dlc' if inst.dlc else ''}"
if seg == 'flat': saddr_s = ""
elif _unwrap(inst.saddr) in (0x7F, 124): saddr_s = ", off"
elif seg == 'scratch': saddr_s = f", {decode_src(inst.saddr, cdna)}"
elif _unwrap(inst.saddr) in (SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS): saddr_s = f", {(SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS)[_unwrap(inst.saddr)]}"
elif t := _ttmp(inst.saddr, 2): saddr_s = f", {t}"
else: saddr_s = f", {_sreg(inst.saddr, 2) if _unwrap(inst.saddr) < 106 else decode_src(_unwrap(inst.saddr), cdna)}"
if 'addtid' in name: return f"{instr} {reg_fn(inst.data if 'store' in name else inst.vdst)}{saddr_s}{mods}"
# RDNA4: vaddr instead of addr, vsrc instead of data
addr = inst.vaddr if r4 else inst.addr
data = inst.vsrc if r4 else inst.data
# load_lds_* instructions: vaddr, saddr (no vdst, data goes to LDS)
if 'load_lds' in name:
addr_w = 1 if seg == 'scratch' or (_unwrap(inst.saddr) not in (0x7F, 124)) else 2
addr_s = "off" if not inst.sve and seg == 'scratch' else _vreg(addr, addr_w)
return f"{instr} {addr_s}{saddr_s}{mods}"
if seg == 'flat': addr_w = 2 # flat always uses 64-bit vaddr
elif cdna: addr_w = 1 if seg == 'scratch' or (_unwrap(inst.saddr) not in (0x7F, 124)) else 2
else: addr_w = 1 if seg == 'scratch' or (_unwrap(inst.saddr) not in (0x7F, 124)) else 2
addr_s = "off" if not inst.sve and seg == 'scratch' else _vreg(addr, addr_w)
data_s, vdst_s = reg_fn(data, w), reg_fn(inst.vdst, w // 2 if 'cmpswap' in name else w)
if 'atomic' in name:
glc_or_sc0 = inst.sc0 if cdna else inst.glc
return f"{instr} {vdst_s}, {addr_s}, {data_s}{saddr_s if seg != 'flat' else ''}{mods}" if glc_or_sc0 else f"{instr} {addr_s}, {data_s}{saddr_s if seg != 'flat' else ''}{mods}"
if 'store' in name: return f"{instr} {addr_s}, {data_s}{saddr_s}{mods}"
return f"{instr} {reg_fn(inst.vdst, w)}, {addr_s}{saddr_s}{mods}"
def _disasm_ds(inst: DS) -> str:
op, name = inst.op, inst.op_name.lower()
acc = getattr(inst, 'acc', 0)
reg_fn = _areg if acc else _vreg
gds = " gds" if getattr(inst, 'gds', 0) else ""
off = f" offset:{inst.offset0 | (inst.offset1 << 8)}" if inst.offset0 or inst.offset1 else ""
off2 = (" offset0:" + str(inst.offset0) if inst.offset0 else "") + (" offset1:" + str(inst.offset1) if inst.offset1 else "")
# Use get_field_bits: data for stores/writes/atomics, d for loads
regs = inst.canonical_op_regs
w = regs.get('data', regs.get('d', 1)) if 'store' in name or 'write' in name or ('load' not in name and 'read' not in name) else regs.get('d', 1)
d0, d1, dst, addr = reg_fn(inst.data0, w), reg_fn(inst.data1, w), reg_fn(inst.vdst, w), _vreg(inst.addr)
if name == 'ds_nop': return name
if name == 'ds_bvh_stack_rtn_b32': return f"{name} {_vreg(inst.vdst)}, {addr}, {_vreg(inst.data0)}, {_vreg(inst.data1, 4)}{off}{gds}"
if 'bvh_stack_push' in name:
d1_regs = 8 if 'push8' in name else 4
vdst_regs = 2 if 'pop2' in name else 1
vdst_s = _vreg(inst.vdst, vdst_regs) if vdst_regs > 1 else _vreg(inst.vdst)
return f"{name} {vdst_s}, {addr}, {_vreg(inst.data0)}, {_vreg(inst.data1, d1_regs)}{off}{gds}"
if 'gws_sema' in name and 'sema_br' not in name: return f"{name}{off}{gds}"
if 'gws_' in name: return f"{name} {addr}{off}{gds}"
if name in ('ds_consume', 'ds_append'): return f"{name} {reg_fn(inst.vdst)}{off}{gds}"
if 'gs_reg' in name: return f"{name} {reg_fn(inst.vdst, 2)}, {reg_fn(inst.data0)}{off}{gds}"
if '2addr' in name:
if 'load' in name: return f"{name} {reg_fn(inst.vdst, regs.get('d', 1))}, {addr}{off2}{gds}"
if 'store' in name and 'xchg' not in name: return f"{name} {addr}, {d0}, {d1}{off2}{gds}"
return f"{name} {reg_fn(inst.vdst, regs.get('d', 1))}, {addr}, {d0}, {d1}{off2}{gds}"
if 'write2' in name: return f"{name} {addr}, {d0}, {d1}{off2}{gds}"
if 'read2' in name: return f"{name} {reg_fn(inst.vdst, regs.get('d', 1))}, {addr}{off2}{gds}"
if 'xchg2' in name: return f"{name} {reg_fn(inst.vdst, regs.get('d', 1))}, {addr}, {d0}, {d1}{off2}{gds}"
if 'load' in name or ('read' in name and 'read2' not in name): return f"{name} {reg_fn(inst.vdst)}{off}{gds}" if 'addtid' in name else f"{name} {dst}, {addr}{off}{gds}"
if ('store' in name or 'write' in name) and not _has(name, 'cmp', 'xchg', 'write2'):
return f"{name} {reg_fn(inst.data0)}{off}{gds}" if 'addtid' in name else f"{name} {addr}, {d0}{off}{gds}"
if 'swizzle' in name or name == 'ds_ordered_count': return f"{name} {reg_fn(inst.vdst)}, {addr}{off}{gds}"
if 'permute' in name: return f"{name} {reg_fn(inst.vdst)}, {addr}, {reg_fn(inst.data0)}{off}{gds}"
if 'condxchg' in name: return f"{name} {reg_fn(inst.vdst, 2)}, {addr}, {reg_fn(inst.data0, 2)}{off}{gds}"
if _has(name, 'cmpst', 'mskor', 'wrap'):
return f"{name} {dst}, {addr}, {d0}, {d1}{off}{gds}" if '_rtn' in name else f"{name} {addr}, {d0}, {d1}{off}{gds}"
return f"{name} {dst}, {addr}, {d0}{off}{gds}" if '_rtn' in name else f"{name} {addr}, {d0}{off}{gds}"
def _disasm_vop3(inst: VOP3) -> str:
op, name = inst.op, inst.op_name.lower()
n_up = name.upper()
bits = inst.canonical_op_bits
# RDNA4 v_s_* scalar VOP3 instructions - vdst is SGPR (VGPRField adds 256)
if name.startswith('v_s_'):
src = _lit(inst, inst.src0) if _unwrap(inst.src0) == 255 else ("src_scc" if _unwrap(inst.src0) == 253 else _fmt_src(inst.src0, max(1, bits['s0'] // 32)))
if inst.neg & 1: src = f"-{src}"
if inst.abs & 1: src = f"|{src}|"
clamp = getattr(inst, 'cm', None) or getattr(inst, 'clmp', 0)
vdst_raw = _unwrap(inst.vdst)
return f"{name} s{vdst_raw - 256 if vdst_raw >= 256 else vdst_raw}, {src}" + (" clamp" if clamp else "") + _omod(inst.omod)
# Use get_field_bits for register sizes and 16-bit detection
r0, r1, r2 = max(1, bits['s0'] // 32), max(1, bits['s1'] // 32), max(1, bits['s2'] // 32)
dn = max(1, bits['d'] // 32)
is16_d, is16_s, is16_s2 = bits['d'] == 16, bits['s0'] == 16, bits['s2'] == 16
s0 = _vop3_src(inst, inst.src0, inst.neg&1, inst.abs&1, inst.opsel&1, r0, is16_s)
s1 = _vop3_src(inst, inst.src1, inst.neg&2, inst.abs&2, inst.opsel&2, r1, is16_s)
s2 = _vop3_src(inst, inst.src2, inst.neg&4, inst.abs&4, inst.opsel&4, r2, is16_s2)
# Format destination
if 'readlane' in name:
vdst_off = inst.vdst.offset - 256 if inst.vdst.offset >= 256 else inst.vdst.offset
dst = _fmt_sdst(vdst_off, 1)
elif is16_d: dst = f"{inst.vdst.fmt()}.h" if (inst.opsel & 8) else f"{inst.vdst.fmt()}.l"
else: dst = inst.vdst.fmt()
clamp = getattr(inst, 'cm', None) or getattr(inst, 'clmp', 0)
cl, om = " clamp" if clamp else "", _omod(inst.omod)
nonvgpr_opsel = (inst.src0.offset < 256 and (inst.opsel & 1)) or (inst.src1.offset < 256 and (inst.opsel & 2)) or (inst.src2.offset < 256 and (inst.opsel & 4))
need_opsel = nonvgpr_opsel or (inst.opsel and not is16_s)
op_val = inst.op.value if hasattr(inst.op, 'value') else inst.op
e64 = "" if name.endswith('_e64') else "_e64"
if op_val < 256: # VOPC
vdst_off = inst.vdst.offset - 256 if inst.vdst.offset >= 256 else inst.vdst.offset
return f"{name}{e64} {s0}, {s1}{cl}" if name.startswith('v_cmpx') else f"{name}{e64} {_fmt_sdst(vdst_off, 1)}, {s0}, {s1}{cl}"
if op_val < 384: # VOP2
n = inst.num_srcs() or 2
os = _opsel_str(inst.opsel, n, need_opsel, is16_d)
return f"{name}{e64} {dst}, {s0}, {s1}, {s2}{os}{cl}{om}" if n == 3 else f"{name}{e64} {dst}, {s0}, {s1}{os}{cl}{om}"
if op_val < 512: # VOP1
if re.match(r'v_cvt_f32_(bf|fp)8', name) and inst.opsel:
os = f" byte_sel:{((inst.opsel & 1) << 1) | ((inst.opsel >> 1) & 1)}"
else:
os = _opsel_str(inst.opsel, 1, need_opsel, is16_d)
if 'v_nop' in name or 'v_pipeflush' in name: return f"{name}{e64}"
return f"{name}{e64} {dst}, {s0}{os}{cl}{om}"
# Native VOP3
n = inst.num_srcs() or 2
os = f" byte_sel:{inst.opsel >> 2}" if 'cvt_sr' in name and inst.opsel else _opsel_str(inst.opsel, n, need_opsel, is16_d)
return f"{name} {dst}, {s0}, {s1}, {s2}{os}{cl}{om}" if n == 3 else f"{name} {dst}, {s0}, {s1}{os}{cl}{om}"
def _disasm_vop3sd(inst: VOP3SD) -> str:
name = inst.op_name.lower()
def src(reg, neg):
s = _lit(inst, reg.offset) if reg.offset == 255 else ("src_scc" if reg.offset == 253 else (reg.fmt() if reg.sz > 1 else _lit(inst, reg.offset)))
return f"neg({s})" if neg and reg.offset == 255 else (f"-{s}" if neg else s)
s0, s1, s2 = src(inst.src0, inst.neg & 1), src(inst.src1, inst.neg & 2), src(inst.src2, inst.neg & 4)
# VOP3SD: _co_ ops (add/sub) without _ci_ have only 2 sources, all others (mad, div_scale, _co_ci_) have 3 sources
has_only_two_srcs = '_co_' in name and '_ci_' not in name and 'mad' not in name
srcs = f"{s0}, {s1}" if has_only_two_srcs else f"{s0}, {s1}, {s2}"
clamp = getattr(inst, 'cm', None) or getattr(inst, 'clmp', 0)
return f"{name} {inst.vdst.fmt()}, {_fmt_sdst(inst.sdst, 1)}, {srcs}{' clamp' if clamp else ''}{_omod(inst.omod)}"
def _disasm_vopd(inst: VOPD) -> str:
lit = inst._literal
op_enum = R4_VOPDOp if _is_r4(inst) else VOPDOp
nx, ny = op_enum(inst.opx).name.lower(), op_enum(inst.opy).name.lower()
def half(n, vd, s0, vs1):
vd, vs1 = _vi(vd), _vi(vs1)
if 'mov' in n: return f"{n} v{vd}, {_lit(inst, s0)}"
if 'fmamk' in n and lit: return f"{n} v{vd}, {_lit(inst, s0)}, 0x{lit:x}, v{vs1}"
if 'fmaak' in n and lit: return f"{n} v{vd}, {_lit(inst, s0)}, v{vs1}, 0x{lit:x}"
return f"{n} v{vd}, {_lit(inst, s0)}, v{vs1}"
return f"{half(nx, inst.vdstx, inst.srcx0, inst.vsrcx1)} :: {half(ny, inst.vdsty, inst.srcy0, inst.vsrcy1)}"
def _disasm_vop3p(inst: VOP3P) -> str:
name = inst.op_name.lower()
is_wmma, is_swmmac, n, is_fma_mix = 'wmma' in name, 'swmmac' in name, inst.num_srcs() or 2, 'fma_mix' in name
def get_src(reg):
return _lit(inst, reg.offset) if reg.offset == 255 else reg.fmt()
src0, src1, src2, dst = get_src(inst.src0), get_src(inst.src1), get_src(inst.src2), inst.vdst.fmt()
opsel_hi = inst.opsel_hi | (inst.opsel_hi2 << 2)
clamp = getattr(inst, 'cm', None) or getattr(inst, 'clmp', 0)
if is_fma_mix:
def m(s, neg, abs_): return f"-{f'|{s}|' if abs_ else s}" if neg else (f"|{s}|" if abs_ else s)
src0, src1, src2 = m(src0, inst.neg & 1, inst.neg_hi & 1), m(src1, inst.neg & 2, inst.neg_hi & 2), m(src2, inst.neg & 4, inst.neg_hi & 4)
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi else []) + (["clamp"] if clamp else [])
elif is_swmmac:
mods = ([f"index_key:{inst.opsel}"] if inst.opsel else []) + ([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + \
([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if clamp else [])
else:
opsel_hi_default = 7 if n == 3 else 3
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi != opsel_hi_default else []) + \
([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + ([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if clamp else [])
return f"{name} {dst}, {src0}, {src1}, {src2}{' ' + ' '.join(mods) if mods else ''}" if n == 3 else f"{name} {dst}, {src0}, {src1}{' ' + ' '.join(mods) if mods else ''}"
def _disasm_sop1(inst: SOP1) -> str:
op, name, cdna = inst.op, inst.op_name.lower(), _is_cdna(inst)
# Use get_field_bits for register sizes
regs = inst.canonical_op_regs
dst_regs, src_regs = regs.get('d', 1), regs.get('s0', 1)
src = _lit(inst, inst.ssrc0) if _unwrap(inst.ssrc0) == 255 else _fmt_src(inst.ssrc0, src_regs, cdna)
if not cdna:
if 'getpc_b64' in name: return f"{name} {_fmt_sdst(inst.sdst, 2)}"
if 'setpc_b64' in name or 'rfe_b64' in name: return f"{name} {src}"
if 'swappc_b64' in name: return f"{name} {_fmt_sdst(inst.sdst, 2)}, {src}"
if 'sendmsg_rtn' in name:
v = _unwrap(inst.ssrc0)
try: msg_str = MSG(v).name if v != 255 else None # MSG_RTN_ILLEGAL_MSG (255) not supported by LLVM
except ValueError: msg_str = None
return f"{name} {_fmt_sdst(inst.sdst, dst_regs)}, sendmsg({msg_str})" if msg_str else f"{name} {_fmt_sdst(inst.sdst, dst_regs)}, 0x{v:x}"
sop1_src_only = ('S_ALLOC_VGPR', 'S_SLEEP_VAR', 'S_BARRIER_SIGNAL', 'S_BARRIER_SIGNAL_ISFIRST', 'S_BARRIER_INIT', 'S_BARRIER_JOIN', 'S_SET_GPR_IDX_IDX',
'S_CBRANCH_JOIN')
if inst.op_name in sop1_src_only: return f"{name} {src}"
if cdna:
if 'getpc_b64' in name: return f"{name} {_fmt_sdst(inst.sdst, 2, cdna)}"
if 'setpc_b64' in name or 'rfe_b64' in name: return f"{name} {src}"
if 'swappc_b64' in name: return f"{name} {_fmt_sdst(inst.sdst, 2, cdna)}, {src}"
return f"{name} {_fmt_sdst(inst.sdst, dst_regs, cdna)}, {src}"
def _disasm_sop2(inst: SOP2) -> str:
cdna, name = _is_cdna(inst), inst.op_name.lower()
lit = inst._literal
# Use get_field_bits for register sizes
regs = inst.canonical_op_regs
dn, s0n, s1n = regs['d'], regs['s0'], regs['s1']
s0 = _lit(inst, inst.ssrc0) if _unwrap(inst.ssrc0) == 255 else _fmt_src(inst.ssrc0, s0n, cdna)
s1 = _lit(inst, inst.ssrc1) if _unwrap(inst.ssrc1) == 255 else _fmt_src(inst.ssrc1, s1n, cdna)
dst = _fmt_sdst(inst.sdst, dn, cdna)
if 'fmamk' in name and lit is not None: return f"{name} {dst}, {s0}, 0x{lit:x}, {s1}"
if 'fmaak' in name and lit is not None: return f"{name} {dst}, {s0}, {s1}, 0x{lit:x}"
if name in ('s_cbranch_g_fork', 's_rfe_restore_b64'): return f"{name} {s0}, {s1}" # no destination
return f"{name} {dst}, {s0}, {s1}"
def _disasm_sopc(inst: SOPC) -> str:
cdna, regs, name = _is_cdna(inst), inst.canonical_op_regs, inst.op_name.lower()
s0 = _lit(inst, inst.ssrc0) if _unwrap(inst.ssrc0) == 255 else _fmt_src(inst.ssrc0, regs['s0'], cdna)
if name == 's_set_gpr_idx_on':
imm = _unwrap(inst.ssrc1) & 0xf
flags = [n for i, n in enumerate(['SRC0', 'SRC1', 'SRC2', 'DST']) if imm & (1 << i)]
return f"{name} {s0}, gpr_idx({','.join(flags)})"
s1 = _lit(inst, inst.ssrc1) if _unwrap(inst.ssrc1) == 255 else _fmt_src(inst.ssrc1, regs['s1'], cdna)
return f"{name} {s0}, {s1}"
_HWREG_BLACKLIST = {'HW_REG_PC_LO', 'HW_REG_PC_HI', 'HW_REG_IB_DBG1', 'HW_REG_FLUSH_IB', 'HW_REG_SHADER_TBA_LO', 'HW_REG_SHADER_TBA_HI',
'HW_REG_SHADER_FLAT_SCRATCH_LO', 'HW_REG_SHADER_FLAT_SCRATCH_HI', 'HW_REG_SHADER_CYCLES'}
_HWREG_BLACKLIST_CDNA = {'HW_REG_PC_LO', 'HW_REG_PC_HI', 'HW_REG_IB_DBG1', 'HW_REG_FLUSH_IB', 'HW_REG_SQ_SHADER_TBA_LO', 'HW_REG_SQ_SHADER_TBA_HI',
'HW_REG_SQ_SHADER_TMA_LO', 'HW_REG_SQ_SHADER_TMA_HI', 'HW_REG_SQ_PERF_SNAPSHOT_DATA', 'HW_REG_SQ_PERF_SNAPSHOT_DATA1',
'HW_REG_SQ_PERF_SNAPSHOT_PC_LO', 'HW_REG_SQ_PERF_SNAPSHOT_PC_HI', 'HW_REG_XCC_ID'}
def _disasm_sopk(inst: SOPK) -> str:
op, name, cdna = inst.op, inst.op_name.lower(), _is_cdna(inst)
is_rdna4 = _is_r4(inst)
hw = HWREG_CDNA if cdna else (HWREG_RDNA4 if is_rdna4 else HWREG)
blacklist = _HWREG_BLACKLIST_CDNA if cdna else _HWREG_BLACKLIST
def fmt_hwreg(hid, hoff, hsz):
try: hr_name = hw(hid).name.replace("HW_REG_WAVE_", "HW_REG_")
except ValueError: return f"0x{inst.simm16:x}"
if hr_name in blacklist: return f"0x{inst.simm16:x}"
return f"hwreg({hr_name})" if hoff == 0 and hsz == 32 else f"hwreg({hr_name}, {hoff}, {hsz})"
if name == 's_setreg_imm32_b32':
hid, hoff, hsz = inst.simm16 & 0x3f, (inst.simm16 >> 6) & 0x1f, ((inst.simm16 >> 11) & 0x1f) + 1
return f"{name} {fmt_hwreg(hid, hoff, hsz)}, 0x{inst._literal:x}"
if name == 's_version': return f"{name} 0x{inst.simm16:x}"
if name in ('s_setreg_b32', 's_getreg_b32'):
hid, hoff, hsz = inst.simm16 & 0x3f, (inst.simm16 >> 6) & 0x1f, ((inst.simm16 >> 11) & 0x1f) + 1
hs = fmt_hwreg(hid, hoff, hsz)
return f"{name} {hs}, {_fmt_sdst(inst.sdst, 1, cdna)}" if 'setreg' in name else f"{name} {_fmt_sdst(inst.sdst, 1, cdna)}, {hs}"
if name in ('s_subvector_loop_begin', 's_subvector_loop_end'):
return f"{name} {_fmt_sdst(inst.sdst, 1)}, 0x{inst.simm16:x}"
return f"{name} {_fmt_sdst(inst.sdst, inst.canonical_op_regs['d'], cdna)}, 0x{inst.simm16:x}"
def _disasm_vinterp(inst: VINTERP) -> str:
mods = _mods((inst.waitexp, f"wait_exp:{inst.waitexp}"), (inst.clmp, "clamp"))
return f"{inst.op_name.lower()} {inst.vdst.fmt()}, {_lit(inst, inst.src0, inst.neg & 1)}, {_lit(inst, inst.src1, inst.neg & 2)}, {_lit(inst, inst.src2, inst.neg & 4)}" + (" " + mods if mods else "")
DISASM_HANDLERS: dict[type, Callable[..., str]] = {
VOP1: _disasm_vop1, VOP1_SDST: _disasm_vop1, VOP1_SDST_LIT: _disasm_vop1, VOP1_LIT: _disasm_vop1,
VOP2: _disasm_vop2, VOP2_LIT: _disasm_vop2, VOPC: _disasm_vopc, VOPC_LIT: _disasm_vopc,
VOP3: _disasm_vop3, VOP3_SDST: _disasm_vop3, VOP3_SDST_LIT: _disasm_vop3, VOP3_LIT: _disasm_vop3, VOP3SD: _disasm_vop3sd, VOP3SD_LIT: _disasm_vop3sd,
VOPD: _disasm_vopd, VOPD_LIT: _disasm_vopd, VOP3P: _disasm_vop3p, VOP3P_LIT: _disasm_vop3p,
VINTERP: _disasm_vinterp, SOPP: _disasm_sopp, SMEM: _disasm_smem, DS: _disasm_ds, FLAT: _disasm_flat, GLOBAL: _disasm_flat, SCRATCH: _disasm_flat,
SOP1: _disasm_sop1, SOP1_LIT: _disasm_sop1, SOP2: _disasm_sop2, SOP2_LIT: _disasm_sop2,
SOPC: _disasm_sopc, SOPC_LIT: _disasm_sopc, SOPK: _disasm_sopk, SOPK_LIT: _disasm_sopk,
# RDNA4
R4_VOP1: _disasm_vop1, R4_VOP1_SDST: _disasm_vop1, R4_VOP1_SDST_LIT: _disasm_vop1, R4_VOP1_LIT: _disasm_vop1,
R4_VOP2: _disasm_vop2, R4_VOP2_LIT: _disasm_vop2, R4_VOPC: _disasm_vopc, R4_VOPC_LIT: _disasm_vopc,
R4_VOP3: _disasm_vop3, R4_VOP3_SDST: _disasm_vop3, R4_VOP3_SDST_LIT: _disasm_vop3, R4_VOP3_LIT: _disasm_vop3,
R4_VOP3SD: _disasm_vop3sd, R4_VOP3SD_LIT: _disasm_vop3sd, R4_VOP3P: _disasm_vop3p, R4_VOP3P_LIT: _disasm_vop3p,
R4_FLAT: _disasm_flat, R4_GLOBAL: _disasm_flat, R4_SCRATCH: _disasm_flat,
R4_VOPD: _disasm_vopd, R4_VOPD_LIT: _disasm_vopd, R4_VINTERP: _disasm_vinterp, R4_SOPP: _disasm_sopp, R4_SMEM: _disasm_smem, R4_DS: _disasm_ds,
R4_SOP1: _disasm_sop1, R4_SOP1_LIT: _disasm_sop1, R4_SOP2: _disasm_sop2, R4_SOP2_LIT: _disasm_sop2,
R4_SOPC: _disasm_sopc, R4_SOPC_LIT: _disasm_sopc, R4_SOPK: _disasm_sopk, R4_SOPK_LIT: _disasm_sopk}
def disasm(inst: Inst) -> str: return DISASM_HANDLERS[type(inst)](inst)
# ═══════════════════════════════════════════════════════════════════════════════
# CDNA DISASSEMBLER SUPPORT
# ═══════════════════════════════════════════════════════════════════════════════
from extra.assembly.amd.autogen.cdna.ins import (VOP1 as CDNA_VOP1, VOP1_LIT as CDNA_VOP1_LIT,
VOP1_SDWA as CDNA_VOP1_SDWA, VOP1_DPP16 as CDNA_VOP1_DPP16,
VOP2 as CDNA_VOP2, VOP2_LIT as CDNA_VOP2_LIT, VOP2_SDWA as CDNA_VOP2_SDWA, VOP2_DPP16 as CDNA_VOP2_DPP16,
VOPC as CDNA_VOPC, VOPC_LIT as CDNA_VOPC_LIT, VOPC_SDWA_SDST as CDNA_VOPC_SDWA_SDST,
VOP3 as CDNA_VOP3, VOP3_SDST as CDNA_VOP3_SDST, VOP3SD as CDNA_VOP3SD, VOP3P as CDNA_VOP3P, VOP3P_MFMA as CDNA_VOP3P_MFMA, VOP3PX2 as CDNA_VOP3PX2,
SOP1 as CDNA_SOP1, SOP1_LIT as CDNA_SOP1_LIT, SOP2 as CDNA_SOP2, SOP2_LIT as CDNA_SOP2_LIT,
SOPC as CDNA_SOPC, SOPC_LIT as CDNA_SOPC_LIT, SOPK as CDNA_SOPK, SOPK_LIT as CDNA_SOPK_LIT,
SOPP as CDNA_SOPP, SMEM as CDNA_SMEM, DS as CDNA_DS,
FLAT as CDNA_FLAT, GLOBAL as CDNA_GLOBAL, SCRATCH as CDNA_SCRATCH, MUBUF as CDNA_MUBUF)
def _cdna_src(inst, v, neg, abs_=0, n=1):
s = _lit(inst, v) if v == 255 else _fmt_src(v, n, cdna=True)
if abs_: s = f"|{s}|"
return f"neg({s})" if neg and v == 255 else (f"-{s}" if neg else s)
_CDNA_VOP3_ALIASES = {'v_fmac_f64': 'v_mul_legacy_f32', 'v_dot2c_f32_bf16': 'v_mac_f32'}
def _disasm_vop3a(inst) -> str:
op_val = inst.op.value if hasattr(inst.op, 'value') else inst.op
name = inst.op_name.lower() or f'vop3a_op_{op_val}'
n = inst.num_srcs() or _num_srcs(inst)
cl, om = " clamp" if inst.clmp else "", _omod(inst.omod)
# _sr_ instructions use 4-element op_sel (src2 for byte selection)
opsel_n = 3 if '_sr_' in name and n == 2 else n
opsel = _opsel_str(inst.opsel, opsel_n, inst.opsel != 0, False)
orig_name = name
name = _CDNA_VOP3_ALIASES.get(name, name)
if name != orig_name:
s0, s1 = _cdna_src(inst, inst.src0, inst.neg&1, inst.abs&1, 1), _cdna_src(inst, inst.src1, inst.neg&2, inst.abs&2, 1)
s2 = ""
dst = _vreg(inst.vdst)
else:
regs = inst.canonical_op_regs
dregs, r0, r1, r2 = regs['d'], regs['s0'], regs['s1'], regs['s2']
s0, s1, s2 = _cdna_src(inst, inst.src0, inst.neg&1, inst.abs&1, r0), _cdna_src(inst, inst.src1, inst.neg&2, inst.abs&2, r1), _cdna_src(inst, inst.src2, inst.neg&4, inst.abs&4, r2)
dst = _vreg(inst.vdst, dregs) if dregs > 1 else _vreg(inst.vdst)
if op_val >= 512:
return f"{name} {dst}, {s0}, {s1}, {s2}{opsel}{cl}{om}" if n == 3 else f"{name} {dst}, {s0}, {s1}{opsel}{cl}{om}"
if op_val < 256:
# VOPC: vdst is actually sdst (SGPR pair), but VGPRField adds 256 to the offset
sdst_val = _unwrap(inst.vdst)
if sdst_val >= 256: sdst_val -= 256
sdst = _fmt_sdst(sdst_val, 2, cdna=True)
return f"{name} {sdst}, {s0}, {s1}{cl}"
if 320 <= op_val < 512:
if name in ('v_nop', 'v_clrexcp', 'v_nop_e64', 'v_clrexcp_e64'): return name.replace('_e64', '')
return f"{name} {dst}, {s0}{cl}{om}"
if name == 'v_cndmask_b32':
s2 = _fmt_src(inst.src2, 2, cdna=True)
return f"{name} {dst}, {s0}, {s1}, {s2}{cl}{om}"
return f"{name} {dst}, {s0}, {s1}, {s2}{opsel}{cl}{om}" if n == 3 else f"{name} {dst}, {s0}, {s1}{opsel}{cl}{om}"
def _disasm_vop3b(inst) -> str:
op_val = inst.op.value if hasattr(inst.op, 'value') else inst.op
name, cdna = inst.op_name.lower() or f'vop3b_op_{op_val}', _is_cdna(inst)
n = inst.num_srcs() or _num_srcs(inst)
regs = inst.canonical_op_regs
dregs, r0, r1, r2 = regs['d'], regs['s0'], regs['s1'], regs['s2']
s0, s1, s2 = _cdna_src(inst, inst.src0, inst.neg&1, n=r0), _cdna_src(inst, inst.src1, inst.neg&2, n=r1), _cdna_src(inst, inst.src2, inst.neg&4, n=r2)
# CDNA VOP3_SDST uses vdst field for sdst (but vdst adds 256), RDNA uses separate sdst field
sdst_val = getattr(inst, 'sdst', None)
if sdst_val is None and hasattr(inst, 'vdst'):
sdst_val = _unwrap(inst.vdst)
if sdst_val >= 256: sdst_val -= 256 # VGPRField adds 256, remove it for SGPR
# For CDNA VOP3_SDST (VOPC->VOP3), vdst is the scalar dest (sdst), there's no vdst output
if cdna and 'v_cmp' in name:
sdst = _fmt_sdst(sdst_val, 2, cdna=True)
cl, om = " clamp" if inst.clmp else "", _omod(inst.omod)
return f"{name} {sdst}, {s0}, {s1}{cl}{om}"
dst = _vreg(inst.vdst, dregs) if dregs > 1 else _vreg(inst.vdst)
sdst = _fmt_sdst(sdst_val, 2, cdna=cdna)
cl, om = " clamp" if inst.clmp else "", _omod(inst.omod)
if name in ('v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'):
s2 = _fmt_src(inst.src2, 2, cdna=cdna)
return f"{name} {dst}, {sdst}, {s0}, {s1}, {s2}{cl}{om}" if n == 3 else f"{name} {dst}, {sdst}, {s0}, {s1}{cl}{om}"
def _disasm_cdna_vop3p(inst) -> str:
name, n = inst.op_name.lower(), inst.num_srcs() or 2
is_mfma = 'mfma' in name or 'smfmac' in name
is_accvgpr = 'accvgpr' in name
get_src = lambda v, sc: _lit(inst, v) if v == 255 else _fmt_src(v, sc, cdna=True)
# Handle accvgpr read/write (accumulator register operations)
if is_accvgpr:
src0_off = _unwrap(inst.src0)
vdst_off = _vi(inst.vdst)
if 'read' in name:
# v_accvgpr_read_b32 vN, aM - reads from accumulator to VGPR
return f"{name}_b32 v{vdst_off}, a{src0_off - 256 if src0_off >= 256 else src0_off}"
if 'write' in name:
# v_accvgpr_write_b32 aM, src - writes to accumulator from source
src = _lit(inst, inst.src0) if src0_off == 255 else (f"v{src0_off - 256}" if src0_off >= 256 else decode_src(src0_off, cdna=True))
return f"{name}_b32 a{vdst_off}, {src}"
# Handle v_mfma_ld_scale_b32 - special 2-operand format: v_mfma_ld_scale_b32 src0, src1
if 'ld_scale' in name:
src0, src1 = get_src(inst.src0, 1), get_src(inst.src1, 1)
mods = ([_fmt_bits("op_sel", inst.opsel, 2)] if inst.opsel else []) + \
([_fmt_bits("op_sel_hi", inst.opsel_hi, 2)] if inst.opsel_hi != 3 else [])
return f"{name} {src0}, {src1}{' ' + ' '.join(mods) if mods else ''}"
# Handle MFMA instructions with accumulator destinations
if is_mfma:
regs = inst.canonical_op_regs
dregs, r0, r1, r2 = regs['d'], regs['s0'], regs['s1'], regs['s2']
# Infer register counts from instruction name if not in operands table (e.g., v_mfma_f32_32x32x4_xf32)
if dregs == 1:
if '32x32' in name: dregs, r0, r1, r2 = 16, 2, 2, 16
elif '16x16' in name: dregs, r0, r1, r2 = 4, 2, 2, 4
# MFMA reuses VOP3P fields differently: clmp -> acc_cd (dest is acc), opsel_hi -> acc (src1/src2 are acc)
# acc field (bits 60-59): bit 0 = src2 is acc (always for MFMA), bit 1 = src1 is acc
acc = inst.opsel_hi # opsel_hi field maps to acc for MFMA
acc_cd = inst.clmp # clmp field maps to acc_cd for MFMA (dest is accumulator)
is_smfmac = 'smfmac' in name # SMFMAC has different operand semantics
# Format sources: src0 is always VGPR, src1/src2 depend on acc bits
def mfma_src(v, sc, is_acc):
v = _unwrap(v)
if v == 255: return _lit(inst, v)
if 128 <= v <= 208 or 240 <= v <= 248: return _lit(inst, v)
base = v - 256 if v >= 256 else v
if is_acc: return _areg(base, sc)
return _vreg(base, sc)
src0 = get_src(inst.src0, r0) # src0 is always VGPR
src1 = mfma_src(inst.src1, r1, acc & 2) # bit 1 = src1 is acc
# For SMFMAC, src2 is always a VGPR index (1 register), not accumulator
src2 = _vreg(inst.src2) if is_smfmac else mfma_src(inst.src2, r2, acc_cd)
dst = _areg(inst.vdst, dregs) if acc_cd else _vreg(inst.vdst, dregs)
# MFMA uses neg:[...] not neg_lo:[...], and doesn't support op_sel_hi or clamp
# Only f64 MFMA instructions support neg modifier
# f8f6f4 MFMA instructions support cbsz/blgp modifiers
mods = []
if 'f8f6f4' in name:
if inst.neg_hi: mods.append(f"cbsz:{inst.neg_hi}")
if inst.neg: mods.append(f"blgp:{inst.neg}")
elif inst.neg and 'f64' in name:
mods.append(_fmt_bits("neg", inst.neg, n))
return f"{name} {dst}, {src0}, {src1}, {src2}{' ' + ' '.join(mods) if mods else ''}"
# Standard VOP3P instructions
src0, src1, src2, dst = get_src(inst.src0, 1), get_src(inst.src1, 1), get_src(inst.src2, 1), _vreg(inst.vdst)
opsel_hi = inst.opsel_hi # CDNA VOP3P only has 2 bits for opsel_hi (no opsel_hi2)
opsel_hi_default = 3 # CDNA default is 0b11 (2 bits), not 0b111 like RDNA
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi != opsel_hi_default else []) + \
([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + ([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if inst.clmp else [])
return f"{name} {dst}, {src0}, {src1}, {src2}{' ' + ' '.join(mods) if mods else ''}" if n == 3 else f"{name} {dst}, {src0}, {src1}{' ' + ' '.join(mods) if mods else ''}"
def _disasm_mubuf(inst) -> str:
name = inst.op_name.lower()
# Determine vdata register count from instruction name
nregs = 4 if 'xyzw' in name else 3 if 'xyz' in name else 2 if 'xy' in name or 'x2' in name or 'f64' in name or 'dwordx2' in name else 1
vdata = _vreg(inst.vdata, nregs)
vaddr = _vreg(inst.vaddr) if inst.offen or inst.idxen else None
srsrc = str(inst.srsrc)
soffset_val = _unwrap(inst.soffset)
soffset = f"s{soffset_val}" if soffset_val < 128 else "off"
offset = f" offset:{inst.offset}" if inst.offset else ""
offen = " offen" if inst.offen else ""
idxen = " idxen" if inst.idxen else ""
lds = " lds" if inst.lds else ""
sc0 = " sc0" if inst.sc0 else ""
sc1 = " sc1" if inst.sc1 else ""
nt = " nt" if inst.nt else ""
# Handle special cases
if name in ('buffer_wbl2', 'buffer_inv'):
return f"{name}{sc0}{sc1}"
if vaddr:
return f"{name} {vdata}, {vaddr}, {srsrc}, {soffset}{offen}{idxen}{offset}{sc0}{nt}{sc1}{lds}"
return f"{name} {vdata}, off, {srsrc}, {soffset}{offset}{sc0}{nt}{sc1}{lds}"
_SDWA_SEL = {0: 'BYTE_0', 1: 'BYTE_1', 2: 'BYTE_2', 3: 'BYTE_3', 4: 'WORD_0', 5: 'WORD_1', 6: 'DWORD'}
def _disasm_vop1_sdwa(inst) -> str:
name = inst.op_name.lower().replace('_e32', '')
regs = inst.canonical_op_regs
dst = _vreg(inst.vdst, regs['d'])
# When s0=1, vsrc0 is SGPR/constant (VGPRField adds 256, so subtract it back)
if inst.s0 == 0: src0 = _vreg(inst.vsrc0, regs['s0'])
else:
raw = _unwrap(inst.vsrc0) - 256 # VGPRField adds 256
src0 = decode_src(raw, cdna=True) # handles SGPRs, constants, specials
src0_sel = _SDWA_SEL.get(inst.src0_sel, f'SEL{inst.src0_sel}')
mods = []
if inst.clmp: mods.append("clamp")
if inst.omod == 1: mods.append("mul:2")
elif inst.omod == 2: mods.append("mul:4")
elif inst.omod == 3: mods.append("div:2")
mods.append(f"src0_sel:{src0_sel}")
return f"{name}_sdwa {dst}, {src0} {' '.join(mods)}"
def _decode_dpp(dpp: int) -> str:
"""Decode DPP control value to string."""
if dpp < 0x100: return f"quad_perm:[{dpp&3},{(dpp>>2)&3},{(dpp>>4)&3},{(dpp>>6)&3}]"
if 0x100 <= dpp <= 0x10f: return f"row_shl:{dpp & 0xf}"
if 0x110 <= dpp <= 0x11f: return f"row_shr:{dpp & 0xf}"
if 0x120 <= dpp <= 0x12f: return f"row_ror:{dpp & 0xf}"
if dpp == 0x130: return "wave_shl:1"
if dpp == 0x134: return "wave_rol:1"
if dpp == 0x138: return "wave_shr:1"
if dpp == 0x13c: return "wave_ror:1"
if dpp == 0x140: return "row_mirror"
if dpp == 0x141: return "row_half_mirror"
if dpp == 0x142: return "row_bcast:15"
if dpp == 0x143: return "row_bcast:31"
if 0x150 <= dpp <= 0x15f: return f"row_newbcast:{dpp & 0xf}"
if 0x160 <= dpp <= 0x16f: return f"row_share:{dpp & 0xf}"
if 0x170 <= dpp <= 0x17f: return f"row_xmask:{dpp & 0xf}"
return f"dpp:{dpp:#x}"
def _disasm_vop1_dpp(inst) -> str:
name = inst.op_name.lower().replace('_e32', '')
regs = inst.canonical_op_regs
dst, src0 = _vreg(inst.vdst, regs['d']), _vreg(inst.vsrc0, regs['s0'])
dpp_str = _decode_dpp(inst.dpp)
mods = [dpp_str]
if inst.row_mask != 0xf: mods.append(f"row_mask:{inst.row_mask:#x}")
if inst.bank_mask != 0xf: mods.append(f"bank_mask:{inst.bank_mask:#x}")
if inst.bc: mods.append("bound_ctrl:1")
return f"{name}_dpp {dst}, {src0} {' '.join(mods)}"
def _disasm_vop2_sdwa(inst) -> str:
name, cdna = inst.op_name.lower().replace('_e32', ''), _is_cdna(inst)
regs = inst.canonical_op_regs
dst = _vreg(inst.vdst, regs['d'])
# When s0/s1=1, vsrc is SGPR/constant (VGPRField adds 256, so subtract it back)
src0 = _vreg(inst.vsrc0, regs['s0']) if inst.s0 == 0 else decode_src(_unwrap(inst.vsrc0) - 256, cdna)
src1 = _vreg(inst.vsrc1, regs['s1']) if inst.s1 == 0 else decode_src(_unwrap(inst.vsrc1) - 256, cdna)
src0_sel = _SDWA_SEL.get(inst.src0_sel, f'SEL{inst.src0_sel}')
src1_sel = _SDWA_SEL.get(inst.src1_sel, f'SEL{inst.src1_sel}')
mods = []
if inst.clmp: mods.append("clamp")
if inst.omod == 1: mods.append("mul:2")
elif inst.omod == 2: mods.append("mul:4")
elif inst.omod == 3: mods.append("div:2")
if inst.src0_sel != 6: mods.append(f"src0_sel:{src0_sel}")
if inst.src1_sel != 6: mods.append(f"src1_sel:{src1_sel}")
mods_str = ' '.join(mods) if mods else ""
# CDNA carry instructions and cndmask need vcc operands
if cdna and name in _VOP2_CARRY_OUT: return f"{name}_sdwa {dst}, vcc, {src0}, {src1} {mods_str}".strip()
if cdna and name in _VOP2_CARRY_INOUT: return f"{name}_sdwa {dst}, vcc, {src0}, {src1}, vcc {mods_str}".strip()
if cdna and name == 'v_cndmask_b32': return f"{name}_sdwa {dst}, {src0}, {src1}, vcc {mods_str}".strip()
return f"{name}_sdwa {dst}, {src0}, {src1} {mods_str}".strip()
def _disasm_vop2_dpp(inst) -> str:
name, cdna = inst.op_name.lower().replace('_e32', ''), _is_cdna(inst)
regs = inst.canonical_op_regs
dst, src0, src1 = _vreg(inst.vdst, regs['d']), _vreg(inst.vsrc0, regs['s0']), _vreg(inst.vsrc1, regs['s1'])
dpp_str = _decode_dpp(inst.dpp)
mods = [dpp_str]
if inst.row_mask != 0xf: mods.append(f"row_mask:{inst.row_mask:#x}")
if inst.bank_mask != 0xf: mods.append(f"bank_mask:{inst.bank_mask:#x}")
if inst.bc: mods.append("bound_ctrl:1")
# CDNA carry instructions and cndmask need vcc operands
if cdna and name in _VOP2_CARRY_OUT: return f"{name}_dpp {dst}, vcc, {src0}, {src1} {' '.join(mods)}"
if cdna and name in _VOP2_CARRY_INOUT: return f"{name}_dpp {dst}, vcc, {src0}, {src1}, vcc {' '.join(mods)}"
if cdna and name == 'v_cndmask_b32': return f"{name}_dpp {dst}, {src0}, {src1}, vcc {' '.join(mods)}"
return f"{name}_dpp {dst}, {src0}, {src1} {' '.join(mods)}"
def _disasm_vopc_sdwa(inst) -> str:
name = inst.op_name.lower().replace('_e32', '')
regs = inst.canonical_op_regs
sdst = _fmt_sdst(inst.sdst, 2, cdna=True)
src0 = _vreg(inst.vsrc0, regs['s0']) if getattr(inst, 's0', 0) == 0 else decode_src(_unwrap(inst.vsrc0) - 256, cdna=True)
src1 = _vreg(inst.vsrc1, regs['s1']) if getattr(inst, 's1', 0) == 0 else decode_src(_unwrap(inst.vsrc1) - 256, cdna=True)
src0_sel = _SDWA_SEL.get(inst.src0_sel, f'SEL{inst.src0_sel}')
src1_sel = _SDWA_SEL.get(inst.src1_sel, f'SEL{inst.src1_sel}')
mods = []
if inst.src0_sel != 6: mods.append(f"src0_sel:{src0_sel}")
if inst.src1_sel != 6: mods.append(f"src1_sel:{src1_sel}")
return f"{name}_sdwa {sdst}, {src0}, {src1} {' '.join(mods)}".strip()
def _disasm_vop3px2(inst) -> str:
"""VOP3PX2 disassembler for scaled MFMA instructions."""
name = inst.op_name.lower()
regs = inst.canonical_op_regs
dregs, r2 = regs['d'], regs['s2']
# F8F6F4 MFMA: CBSZ selects matrix A format, BLGP selects matrix B format
# VGPRs: FP8/BF8(0,1)=8, FP6/BF6(2,3)=6, FP4(4)=4
vgprs = {0: 8, 1: 8, 2: 6, 3: 6, 4: 4}
r0, r1 = vgprs.get(inst.cbsz, 8), vgprs.get(inst.blgp, 8)
def mfma_src(v, sc, is_acc):
v = _unwrap(v)
if v == 255: return _lit(inst, v)
base = v - 256 if v >= 256 else v
return _areg(base, sc) if is_acc else _vreg(base, sc)
src0, src1, src2 = mfma_src(inst.src0, r0, False), mfma_src(inst.src1, r1, inst.acc & 2), mfma_src(inst.src2, r2, inst.acc_cd)
dst = _areg(inst.vdst, dregs) if inst.acc_cd else _vreg(inst.vdst, dregs)
scale_src0, scale_src1 = _vreg(inst.scale_src0), _vreg(inst.scale_src1)
mods = []
if inst.opsel: mods.append(_fmt_bits("op_sel", inst.opsel, 3))
if inst.opsel_hi != 0: mods.append(_fmt_bits("op_sel_hi", inst.opsel_hi, 3))
if inst.neg: mods.append(_fmt_bits("neg", inst.neg, 3))
if inst.cbsz: mods.append(f"cbsz:{inst.cbsz}")
if inst.blgp: mods.append(f"blgp:{inst.blgp}")
return f"{name} {dst}, {src0}, {src1}, {src2}, {scale_src0}, {scale_src1}{' ' + ' '.join(mods) if mods else ''}"
DISASM_HANDLERS.update({CDNA_VOP1: _disasm_vop1, CDNA_VOP1_LIT: _disasm_vop1,
CDNA_VOP1_SDWA: _disasm_vop1_sdwa, CDNA_VOP1_DPP16: _disasm_vop1_dpp,
CDNA_VOP2: _disasm_vop2, CDNA_VOP2_LIT: _disasm_vop2,
CDNA_VOP2_SDWA: _disasm_vop2_sdwa, CDNA_VOP2_DPP16: _disasm_vop2_dpp,
CDNA_VOPC: _disasm_vopc, CDNA_VOPC_LIT: _disasm_vopc, CDNA_VOPC_SDWA_SDST: _disasm_vopc_sdwa,
CDNA_SOP1: _disasm_sop1, CDNA_SOP1_LIT: _disasm_sop1, CDNA_SOP2: _disasm_sop2, CDNA_SOP2_LIT: _disasm_sop2,
CDNA_SOPC: _disasm_sopc, CDNA_SOPC_LIT: _disasm_sopc, CDNA_SOPK: _disasm_sopk, CDNA_SOPK_LIT: _disasm_sopk, CDNA_SOPP: _disasm_sopp,
CDNA_SMEM: _disasm_smem, CDNA_DS: _disasm_ds, CDNA_FLAT: _disasm_flat, CDNA_GLOBAL: _disasm_flat, CDNA_SCRATCH: _disasm_flat,
CDNA_VOP3: _disasm_vop3a, CDNA_VOP3_SDST: _disasm_vop3b, CDNA_VOP3SD: _disasm_vop3b, CDNA_VOP3P: _disasm_cdna_vop3p, CDNA_VOP3P_MFMA: _disasm_cdna_vop3p,
CDNA_MUBUF: _disasm_mubuf, CDNA_VOP3PX2: _disasm_vop3px2})
+409 -600
View File
File diff suppressed because it is too large Load Diff
+1200 -402
View File
File diff suppressed because it is too large Load Diff
+480
View File
@@ -0,0 +1,480 @@
# AMD ISA code generator - generates enum.py, ins.py, operands.py, str_pcode.py
# Sources: XML from https://gpuopen.com/download/machine-readable-isa/latest/
# PDF manuals from AMD documentation
import re, zlib, xml.etree.ElementTree as ET, zipfile
from tinygrad.helpers import fetch
# ═══════════════════════════════════════════════════════════════════════════════
# Configuration
# ═══════════════════════════════════════════════════════════════════════════════
ARCHS = {
"rdna3": {"xml": "amdgpu_isa_rdna3_5.xml", "pdf": "https://docs.amd.com/api/khub/documents/UVVZM22UN7tMUeiW_4ShTQ/content"},
"rdna4": {"xml": "amdgpu_isa_rdna4.xml", "pdf": "https://docs.amd.com/api/khub/documents/uQpkEvk3pv~kfAb2x~j4uw/content"},
"cdna": {"xml": "amdgpu_isa_cdna4.xml", "pdf": "https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-cdna4-instruction-set-architecture.pdf"},
}
XML_URL = "https://gpuopen.com/download/machine-readable-isa/latest/"
# Map XML encoding names to codebase names
NAME_MAP = {"VOP3_SDST_ENC": "VOP3SD", "VOP3_SDST_ENC_LIT": "VOP3SD_LIT", "VOP3_SDST_ENC_DPP16": "VOP3SD_DPP16",
"VOP3_SDST_ENC_DPP8": "VOP3SD_DPP8", "VOPDXY": "VOPD", "VOPDXY_LIT": "VOPD_LIT", "VDS": "DS"}
# Instructions missing from XML but present in PDF
FIXES = {"rdna3": {"SOPK": {22: "S_SUBVECTOR_LOOP_BEGIN", 23: "S_SUBVECTOR_LOOP_END"}, "FLAT": {55: "FLAT_ATOMIC_CSUB_U32"}},
"rdna4": {"SOP1": {80: "S_GET_BARRIER_STATE", 81: "S_BARRIER_INIT", 82: "S_BARRIER_JOIN"}, "SOPP": {9: "S_WAITCNT", 21: "S_BARRIER_LEAVE"}},
"cdna": {"DS": {152: "DS_GWS_SEMA_RELEASE_ALL", 154: "DS_GWS_SEMA_V", 156: "DS_GWS_SEMA_P"},
"VOP3P": {44: "V_MFMA_LD_SCALE_B32", 62: "V_MFMA_F32_16X16X8_XF32", 63: "V_MFMA_F32_32X32X4_XF32"}}}
# Fields missing from XML but present in hardware (format: {arch: {encoding: [(name, hi, lo), ...]}})
FIELD_FIXES = {"cdna": {"VOP3P": [("opsel_hi2", 14, 14)]}}
# Encoding suffixes to strip (variants we don't generate separate classes for)
_ENC_SUFFIXES = ("_NSA1",)
# Encoding suffix to class suffix mapping (for variants we DO generate)
_ENC_SUFFIX_MAP = {"_INST_LITERAL": "_LIT", "_VOP_DPP16": "_DPP16", "_VOP_DPP": "_DPP16", "_VOP_DPP8": "_DPP8",
"_VOP_SDWA": "_SDWA", "_VOP_SDWA_SDST_ENC": "_SDWA_SDST", "_MFMA": "_MFMA"}
# Field name normalization
_FIELD_RENAMES = {"opsel_hi_2": "opsel_hi2", "op_sel_hi_2": "opsel_hi2", "op_sel": "opsel", "bound_ctrl": "bc",
"tgt": "target", "row_en": "row", "unorm": "unrm", "clamp": "clmp", "wait_exp": "waitexp",
"simm32": "literal", "dpp_ctrl": "dpp", "acc_cd": "acc_cd", "acc": "acc",
"dst_sel": "dst_sel", "dst_unused": "dst_unused", "src0_sel": "src0_sel", "src1_sel": "src1_sel"}
# Encoding variants to skip entirely (NSA is for MIMG graphics instructions)
_SKIP_ENCODINGS = ("NSA",)
# ═══════════════════════════════════════════════════════════════════════════════
# XML parsing helpers
# ═══════════════════════════════════════════════════════════════════════════════
def _strip_enc(name: str) -> str:
"""Strip ENC_ prefix and normalize encoding suffixes."""
name = name.removeprefix("ENC_")
for sfx in _ENC_SUFFIXES: name = name.replace(sfx, "")
# Process longer suffixes first to avoid partial matches (e.g., _VOP_DPP8 before _VOP_DPP)
for old, new in sorted(_ENC_SUFFIX_MAP.items(), key=lambda x: -len(x[0])): name = name.replace(old, new)
return name
def _norm_field(name: str) -> str:
"""Normalize field name to match expected names."""
for old, new in _FIELD_RENAMES.items(): name = name.replace(old, new)
return name
def _map_flat(enc_name: str, instr_name: str) -> str:
"""Map FLAT/GLOBAL/SCRATCH encoding to correct enum based on instruction prefix."""
if enc_name in ("FLAT_GLBL", "FLAT_GLOBAL"): return "GLOBAL"
if enc_name == "FLAT_SCRATCH": return "SCRATCH"
if enc_name in ("FLAT", "VFLAT", "VGLOBAL", "VSCRATCH"):
v = "V" if enc_name.startswith("V") else ""
if instr_name.startswith("GLOBAL_"): return f"{v}GLOBAL"
if instr_name.startswith("SCRATCH_"): return f"{v}SCRATCH"
return f"{v}FLAT"
return enc_name
# ═══════════════════════════════════════════════════════════════════════════════
# XML parsing
# ═══════════════════════════════════════════════════════════════════════════════
def parse_xml(filename: str):
root = ET.fromstring(zipfile.ZipFile(fetch(XML_URL)).read(filename))
encodings, enums, types, fmts, op_types_set = {}, {}, {}, {}, set()
# Extract HWREG and MSG enums from OperandTypes
op_enum_map = {("OPR_HWREG", "ID"): "HWREG", ("OPR_SENDMSG_RTN", "MSG"): "MSG"}
for ot in root.findall(".//OperandTypes/OperandType"):
ot_name = ot.findtext("OperandTypeName")
for field in ot.findall(".//Field"):
if (enum_name := op_enum_map.get((ot_name, field.findtext("FieldName")))):
enums[enum_name] = {int(pv.findtext("Value")): pv.findtext("Name").upper() for pv in field.findall(".//PredefinedValue")}
# Extract DataFormats with BitCount
for df in root.findall("ISA/DataFormats/DataFormat"):
name, bits = df.findtext("DataFormatName"), df.findtext("BitCount")
if name and bits: fmts[name] = int(bits)
# Extract encoding definitions
for enc in root.findall("ISA/Encodings/Encoding"):
name = enc.findtext("EncodingName")
is_base = name.startswith("ENC_") or name in ("VOP3_SDST_ENC", "VOPDXY")
is_variant = any(sfx in name for sfx in _ENC_SUFFIX_MAP)
if not is_base and not is_variant: continue
if any(s in name for s in _SKIP_ENCODINGS): continue
fields = [(_norm_field(f.findtext("FieldName").lower()), int(f.find("BitLayout/Range").findtext("BitOffset") or 0) + int(f.find("BitLayout/Range").findtext("BitCount") or 0) - 1,
int(f.find("BitLayout/Range").findtext("BitOffset") or 0))
for f in enc.findall(".//MicrocodeFormat/BitMap/Field") if f.find("BitLayout/Range") is not None]
ident = (enc.findall("EncodingIdentifiers/EncodingIdentifier") or [None])[0]
enc_field = next((f for f in fields if f[0] == "encoding"), None)
# For multi-dword formats, encoding field may be in higher dword but identifier pattern is always in dword0; use % 32
enc_bits = "".join(ident.text[len(ident.text)-1-b] for b in range(enc_field[1] % 32, (enc_field[2] % 32)-1, -1)) if ident is not None and enc_field else None
base_name = _strip_enc(name)
encodings[NAME_MAP.get(base_name, base_name)] = (fields, enc_bits)
# Extract instruction opcodes and operand info
# Track which encodings each opcode appears in (for detecting LIT-only ops)
opcode_encs: dict[str, dict[int, set[str]]] = {} # {base_fmt: {opcode: {enc_names}}}
for instr in root.findall("ISA/Instructions/Instruction"):
name = instr.findtext("InstructionName")
for enc in instr.findall("InstructionEncodings/InstructionEncoding"):
if enc.findtext("EncodingCondition") != "default": continue
base, opcode = _map_flat(_strip_enc(enc.findtext("EncodingName")), name), int(enc.findtext("Opcode") or 0)
enc_name = NAME_MAP.get(base, base)
# Encoding variants use the same Op enum as the base format
base_enum = enc_name
for sfx in ("_SDWA_SDST", "_DPP16", "_DPP8", "_SDWA", "_LIT", "_MFMA"):
base_enum = base_enum.replace(sfx, "")
# Track which encodings this opcode appears in
opcode_encs.setdefault(base_enum, {}).setdefault(opcode, set()).add(enc_name)
# ADDTID instructions go in both FLAT and GLOBAL enums (pcode uses FLATOp for these)
if "ADDTID" in name:
if base == "GLOBAL": enums.setdefault("FLAT", {})[opcode] = name
elif base == "VGLOBAL": enums.setdefault("VFLAT", {})[opcode] = name
enums.setdefault(base_enum, {})[opcode] = name
# Extract operand info
op_info = {op.findtext("FieldName").lower(): (op.findtext("DataFormatName"), int(op.findtext("OperandSize") or 0), op.findtext("OperandType"))
for op in enc.findall("Operands/Operand") if op.findtext("FieldName")}
for fmt, _, otype in op_info.values():
if fmt and fmt not in fmts: fmts[fmt] = 0
if otype: op_types_set.add(otype)
if op_info: types[(name, base_enum)] = op_info
# Find opcodes that only exist in a specific variant encoding (no base format version)
suffix_only_ops: dict[str, dict[str, set[int]]] = {} # {suffix: {base_fmt: {opcodes}}}
for base_fmt, opcodes in opcode_encs.items():
for opcode, encs in opcodes.items():
suffix = next((s for s in _ENC_SUFFIX_MAP.values() if all(s in e for e in encs)), None)
if suffix is not None: suffix_only_ops.setdefault(suffix, {}).setdefault(base_fmt, set()).add(opcode)
return encodings, enums, types, fmts, op_types_set, suffix_only_ops
# ═══════════════════════════════════════════════════════════════════════════════
# PDF parsing
# ═══════════════════════════════════════════════════════════════════════════════
def extract_pdf_text(url: str) -> list[list[tuple[float, float, str, str]]]:
"""Extract positioned text from PDF. Returns list of text elements (x, y, text, font) per page."""
data = fetch(url).read_bytes()
# Parse xref table to locate objects
xref: dict[int, int] = {}
pos = int(re.search(rb'startxref\s+(\d+)', data).group(1)) + 4
while data[pos:pos+7] != b'trailer':
while data[pos:pos+1] in b' \r\n': pos += 1
line_end = data.find(b'\n', pos)
start_obj, count = map(int, data[pos:line_end].split()[:2])
pos = line_end + 1
for i in range(count):
if data[pos+17:pos+18] == b'n' and (off := int(data[pos:pos+10])) > 0: xref[start_obj + i] = off
pos += 20
def get_stream(n: int) -> bytes:
obj = data[xref[n]:data.find(b'endobj', xref[n])]
raw = obj[obj.find(b'stream\n') + 7:obj.find(b'\nendstream')]
return zlib.decompress(raw) if b'/FlateDecode' in obj else raw
pages = []
for n in sorted(xref):
if b'/Type /Page' not in data[xref[n]:xref[n]+500]: continue
if not (m := re.search(rb'/Contents (\d+) 0 R', data[xref[n]:xref[n]+500])): continue
stream = get_stream(int(m.group(1))).decode('latin-1')
elements, font = [], ''
for bt in re.finditer(r'BT(.*?)ET', stream, re.S):
x, y = 0.0, 0.0
for m in re.finditer(r'(/F[\d.]+) [\d.]+ Tf|([\d.+-]+) ([\d.+-]+) Td|[\d.+-]+ [\d.+-]+ [\d.+-]+ [\d.+-]+ ([\d.+-]+) ([\d.+-]+) Tm|<([0-9A-Fa-f]+)>.*?Tj|\[([^\]]+)\] TJ', bt.group(1)):
if m.group(1): font = m.group(1)
elif m.group(2): x, y = x + float(m.group(2)), y + float(m.group(3))
elif m.group(4): x, y = float(m.group(4)), float(m.group(5))
elif m.group(6) and (t := bytes.fromhex(m.group(6)).decode('latin-1')).strip(): elements.append((x, y, t, font))
elif m.group(7) and (t := ''.join(bytes.fromhex(h).decode('latin-1') for h in re.findall(r'<([0-9A-Fa-f]+)>', m.group(7)))).strip(): elements.append((x, y, t, font))
pages.append(sorted(elements, key=lambda e: (-e[1], e[0])))
return pages
def extract_pcode(pages: list[list[tuple[float, float, str, str]]], name_to_op: dict[str, int]) -> dict[tuple[str, int], str]:
"""Extract pseudocode for instructions. Returns {(name, opcode): pseudocode}."""
# First pass: find all instruction headers across all pages
all_instructions: list[tuple[int, float, str, int]] = [] # (page_idx, y, name, opcode)
for page_idx, page in enumerate(pages):
by_y: dict[int, list[tuple[float, str]]] = {}
for x, y, t, _ in page:
by_y.setdefault(round(y), []).append((x, t))
for y, items in sorted(by_y.items(), reverse=True):
left = [(x, t) for x, t in items if 55 < x < 65]
right = [(x, t) for x, t in items if 535 < x < 550]
if left and right and left[0][1] in name_to_op and right[0][1].isdigit():
all_instructions.append((page_idx, y, left[0][1], int(right[0][1])))
# Second pass: extract pseudocode between consecutive instructions
pcode: dict[tuple[str, int], str] = {}
for i, (page_idx, y, name, opcode) in enumerate(all_instructions):
if i + 1 < len(all_instructions):
next_page, next_y = all_instructions[i + 1][0], all_instructions[i + 1][1]
else:
next_page, next_y = page_idx, 0
# Collect F6 text from current position to next instruction (pseudocode is at x ≈ 69)
lines = []
for p in range(page_idx, next_page + 1):
start_y = y if p == page_idx else 800
end_y = next_y if p == next_page else 0
lines.extend((p, y2, t) for x, y2, t, f in pages[p] if f in ('/F6.0', '/F7.0') and end_y < y2 < start_y and 60 < x < 80)
if lines:
sorted_lines = sorted(lines, key=lambda x: (x[0], -x[1]))
# Stop at large Y gaps (>30) - indicates section break
filtered = [sorted_lines[0]]
for j in range(1, len(sorted_lines)):
prev_page, prev_y, _ = sorted_lines[j-1]
curr_page, curr_y, _ = sorted_lines[j]
if curr_page == prev_page and prev_y - curr_y > 30: break
if curr_page != prev_page and prev_y > 60 and curr_y < 730: break
filtered.append(sorted_lines[j])
pcode_lines = [t.replace('Ê', '').strip() for _, _, t in filtered]
if pcode_lines: pcode[(name, opcode)] = '\n'.join(pcode_lines)
return pcode
# ═══════════════════════════════════════════════════════════════════════════════
# Code generation
# ═══════════════════════════════════════════════════════════════════════════════
def write_common(all_fmts, all_op_types, path):
lines = ["# autogenerated from AMD ISA XML - do not edit", "from enum import Enum, auto", ""]
lines.append("class ReprEnum(Enum):")
lines.append(' """Enum with clean repr that roundtrips with eval()."""')
lines.append(' def __repr__(self): return f"{type(self).__name__}.{self.name}"')
lines.append("")
lines.append("class Fmt(Enum):")
for fmt in sorted(all_fmts.keys()): lines.append(f" {fmt} = auto()")
lines.append("")
lines.append("FMT_BITS = {")
for fmt, bits in sorted(all_fmts.items()): lines.append(f" Fmt.{fmt}: {bits},")
lines.append("}")
lines.append("")
lines.append("class OpType(Enum):")
for ot in sorted(all_op_types): lines.append(f" {ot} = auto()")
with open(path, "w") as f: f.write("\n".join(lines))
def write_enum(enums, path):
lines = ["# autogenerated from AMD ISA XML - do not edit", "from extra.assembly.amd.autogen.common import ReprEnum, Fmt, FMT_BITS, OpType # noqa: F401", ""]
for name, ops in sorted(enums.items()):
if not ops: continue
suffix = "_E32" if name in ("VOP1", "VOP2", "VOPC") else "_E64" if name == "VOP3" else ""
lines.append(f"class {name}(ReprEnum):" if name in ("HWREG", "MSG") else f"class {name}Op(ReprEnum):")
aliases = []
for op, mem in sorted(ops.items()):
msuf = suffix if name != "VOP3" or op < 512 else ""
lines.append(f" {mem}{msuf} = {op}")
if msuf: aliases.append((mem, msuf))
for mem, msuf in aliases: lines.append(f" {mem} = {mem}{msuf}")
lines.append("")
with open(path, "w") as f: f.write("\n".join(lines))
def write_ins(encodings, enums, suffix_only_ops, types, arch, path):
_VGPR_FIELDS = {"vdst", "vdstx", "vsrc0", "vsrc1", "vsrc2", "vsrc3", "vsrcx1", "vsrcy1", "vaddr", "vdata", "data", "data0", "data1", "addr", "vsrc"}
_VARIANT_SUFFIXES = ("_LIT", "_DPP16", "_DPP8", "_SDWA_SDST", "_SDWA", "_MFMA")
def get_base_fmt(fmt):
for sfx in _VARIANT_SUFFIXES: fmt = fmt.replace(sfx, "")
return fmt
def field_def(name, hi, lo, fmt, enc_bits=None):
bits = hi - lo + 1
base_fmt = get_base_fmt(fmt)
if name == "encoding" and enc_bits: return f"FixedBitField({hi}, {lo}, 0b{enc_bits})"
if name == "op" and fmt not in ("DPP", "SDWA"): return f"EnumBitField({hi}, {lo}, {base_fmt}Op)"
if name in ("opx", "opy"): return f"EnumBitField({hi}, {lo}, VOPDOp)"
if name == "vdsty": return f"VDSTYField({hi}, {lo})"
if name in _VGPR_FIELDS and bits == 8: return f"VGPRField({hi}, {lo})"
if name == "sbase" and bits == 6: return f"SBaseField({hi}, {lo})"
if name in ("srsrc", "ssamp") and bits == 5: return f"SRsrcField({hi}, {lo})"
if name in ("sdst", "sdata") and bits == 7: return f"SGPRField({hi}, {lo})"
if name in ("soffset", "saddr") and bits == 7: return f"SGPRField({hi}, {lo}, default=NULL)"
if name.startswith("ssrc") and bits == 8: return f"SSrcField({hi}, {lo})"
if name in ("saddr", "soffset") and bits == 8: return f"SSrcField({hi}, {lo}, default=NULL)"
if name.startswith("src") and bits == 9: return f"SrcField({hi}, {lo})"
# GLOBAL/SCRATCH: offset is 13-bit signed [12:0], FLAT: 12-bit unsigned (XML has 12-bit for all)
if name == "offset" and base_fmt in ("GLOBAL", "SCRATCH"): return f"BitField(12, {lo})"
if base_fmt == "VOP3P" and name == "opsel_hi": return f"BitField({hi}, {lo}, default=3)"
if base_fmt == "VOP3P" and name == "opsel_hi2": return f"BitField({hi}, {lo}, default=1)"
return f"BitField({hi}, {lo})"
ORDER = ['encoding', 'op', 'opx', 'opy', 'vdst', 'vdstx', 'vdsty', 'sdst', 'vdata', 'sdata', 'addr', 'vaddr', 'data', 'data0', 'data1',
'src0', 'srcx0', 'srcy0', 'vsrc0', 'ssrc0', 'src1', 'vsrc1', 'vsrcx1', 'vsrcy1', 'ssrc1', 'src2', 'vsrc2', 'src3', 'vsrc3',
'saddr', 'sbase', 'srsrc', 'ssamp', 'soffset', 'offset', 'simm16', 'literal', 'en', 'target', 'attr', 'attr_chan',
'omod', 'neg', 'neg_hi', 'abs', 'clmp', 'opsel', 'opsel_hi', 'waitexp', 'wait_va',
'dmask', 'dim', 'seg', 'format', 'offen', 'idxen', 'glc', 'dlc', 'slc', 'tfe', 'unrm', 'done', 'row',
'dpp', 'fi', 'bc', 'row_mask', 'bank_mask', 'src0_neg', 'src0_abs', 'src1_neg', 'src1_abs',
'cbsz', 'abid', 'acc_cd', 'acc', 'blgp', 'lane_sel_0', 'lane_sel_1', 'lane_sel_2', 'lane_sel_3',
'lane_sel_4', 'lane_sel_5', 'lane_sel_6', 'lane_sel_7', 'dst_sel', 'dst_unused', 'src0_sel', 'src1_sel']
sort_fields = lambda fields: sorted(fields, key=lambda f: (ORDER.index(f[0]) if f[0] in ORDER else 999, f[2]))
# Separate base encodings from variants
base_encodings, variant_encodings = {}, {}
for enc_name, data in encodings.items():
base = get_base_fmt(enc_name)
if base == enc_name: base_encodings[enc_name] = data
else: variant_encodings[enc_name] = data
# Build sets of ops by their vdst type from operand metadata
sdst_opcodes = {} # ops where vdst is OPR_SREG (writes to SGPR)
for fmt, ops in enums.items():
for op, name in ops.items():
op_types = types.get((name, fmt), {})
vdst_type = op_types.get("vdst", (None, None, None))[2]
if vdst_type == "OPR_SREG": sdst_opcodes.setdefault(fmt, set()).add(op)
lines = ["# autogenerated from AMD ISA XML - do not edit", "# ruff: noqa: F401,F403",
"from extra.assembly.amd.dsl import *", f"from extra.assembly.amd.autogen.{arch}.enum import *", "import functools", ""]
def fmt_allowed(op_enum: str, ops: set[int]) -> str:
"""Format allowed ops as {EnumName.MEMBER, ...}."""
names = [f"{op_enum}.{enums[op_enum.removesuffix('Op')][op]}" for op in sorted(ops)]
return "{" + ", ".join(names) + "}"
# Generate base classes first
for enc_name, (fields, enc_bits) in sorted(base_encodings.items()):
all_ops = set(enums.get(enc_name, {}).keys())
# Get suffix-only ops for this format (these can't be used in base class)
base_suffix_ops = set().union(*(d.get(enc_name, set()) for d in suffix_only_ops.values()))
# Exclude SDST ops from base class (they need VOP1_SDST/VOP3_SDST/VOP3B)
base_allowed = all_ops - base_suffix_ops - sdst_opcodes.get(enc_name, set())
# RDNA3 FLAT/GLOBAL/SCRATCH share encoding bits, differentiated by seg field
# RDNA4 VFLAT/VGLOBAL/VSCRATCH have distinct encoding bits, no seg field needed
has_seg_field = any(fn == "seg" for fn, _, _ in fields)
if enc_name in ("FLAT", "VFLAT") and has_seg_field:
prefix = "V" if enc_name == "VFLAT" else ""
for cls, seg, op_enum in [(f"{prefix}FLAT", 0, f"{prefix}FLATOp"), (f"{prefix}GLOBAL", 2, f"{prefix}GLOBALOp"), (f"{prefix}SCRATCH", 1, f"{prefix}SCRATCHOp")]:
cls_ops = set(enums.get(cls, {}).keys())
lines.append(f"class {cls}(Inst):")
for fn, hi, lo in sort_fields(fields):
if fn == "seg": lines.append(f" seg = FixedBitField({hi}, {lo}, {seg})")
elif fn == "op": lines.append(f" op = EnumBitField({hi}, {lo}, {op_enum}, {fmt_allowed(op_enum, cls_ops)})")
else: lines.append(f" {fn} = {field_def(fn, hi, lo, cls, enc_bits)}")
lines.append("")
elif enc_name not in ("FLAT_GLOBAL", "FLAT_SCRATCH", "FLAT_GLBL", "DPP", "SDWA"):
lines.append(f"class {enc_name}(Inst):")
for fn, hi, lo in sort_fields(fields):
if fn == "op":
base_fmt = get_base_fmt(enc_name)
lines.append(f" op = EnumBitField({hi}, {lo}, {base_fmt}Op, {fmt_allowed(f'{base_fmt}Op', base_allowed)})")
else:
lines.append(f" {fn} = {field_def(fn, hi, lo, enc_name, enc_bits if fn == 'encoding' else None)}")
lines.append("")
# Generate variant classes that inherit from base (only add extra fields)
for enc_name, (fields, enc_bits) in sorted(variant_encodings.items()):
base = get_base_fmt(enc_name)
if base not in base_encodings: continue # skip if no base class
base_fields = {f[0] for f in base_encodings[base][0]}
extra_fields = [(fn, hi, lo) for fn, hi, lo in fields if fn not in base_fields]
# Check if this is a suffix-only variant
variant_suffix = next((sfx for sfx in _VARIANT_SUFFIXES if enc_name.endswith(sfx)), None)
is_suffix_variant = variant_suffix in suffix_only_ops
all_ops = set(enums.get(base, {}).keys())
if extra_fields or is_suffix_variant:
lines.append(f"class {enc_name}({base}):")
op_field = next((f for f in base_encodings[base][0] if f[0] == "op"), None)
# _LIT classes: override op to allow all opcodes (base excludes lit-only ops)
# other classes override op to only suffix-only opcodes
if op_field and is_suffix_variant:
_, hi, lo = op_field
allowed_ops = all_ops if variant_suffix == "_LIT" else suffix_only_ops[variant_suffix][base]
lines.append(f" op = EnumBitField({hi}, {lo}, {base}Op, {fmt_allowed(f'{base}Op', allowed_ops)})")
for fn, hi, lo in sort_fields(extra_fields):
lines.append(f" {fn} = {field_def(fn, hi, lo, enc_name)}")
lines.append("")
# SDST variants (special case - redefine vdst field type, restrict to SDST ops)
for base, field_hi, field_lo in [("VOP1", 24, 17), ("VOP3", 7, 0)]:
if base not in base_encodings: continue
sdst_ops = sdst_opcodes.get(base, set())
if not sdst_ops: continue
# For VOP3, all ops < 256 (compare/cmpx ops) use SDST encoding
all_base_ops = set(enums.get(base, {}).keys())
if base == "VOP3": sdst_ops = sdst_ops | {op for op in all_base_ops if op < 256}
op_field = next((f for f in base_encodings[base][0] if f[0] == "op"), None)
lines.append(f"class {base}_SDST({base}):")
if op_field:
_, hi, lo = op_field
lines.append(f" op = EnumBitField({hi}, {lo}, {base}Op, {fmt_allowed(f'{base}Op', sdst_ops)})")
lines.append(f" vdst = SSrcField({field_hi}, {field_lo})")
lines.append("")
# SDST_LIT class (for literals with SDST destination) - same ops, just adds literal field
lit_enc = variant_encodings.get(f"{base}_LIT")
if lit_enc:
lit_field = next((f for f in lit_enc[0] if f[0] == "literal"), None)
if lit_field:
lines.append(f"class {base}_SDST_LIT({base}_SDST):")
lines.append(f" literal = BitField({lit_field[1]}, {lit_field[2]})")
lines.append("")
# Instruction helpers
lines.append("# instruction helpers")
for fmt, ops in sorted(enums.items()):
if fmt not in base_encodings and fmt not in ("GLOBAL", "SCRATCH", "VGLOBAL", "VSCRATCH"): continue
suffix = "_E32" if fmt in ("VOP1", "VOP2", "VOPC") else "_E64" if fmt == "VOP3" else ""
op_to_suffix = {op:suffix for suffix,ops in suffix_only_ops.items() for op in ops.get(fmt, set())}
fmt_sdst_ops = sdst_opcodes.get(fmt, set())
for op, name in sorted(ops.items()):
msuf = suffix if fmt != "VOP3" or op < 512 else ""
# Determine class: SDST variants, suffix-specific variants (e.g., _MFMA, _LIT), or base
if fmt == "VOP1" and op in fmt_sdst_ops: cls = "VOP1_SDST"
elif fmt == "VOP3" and (op in fmt_sdst_ops or op < 256): cls = "VOP3_SDST"
elif op_to_suffix.get(op): cls = f"{fmt}{op_to_suffix[op]}"
else: cls = fmt
lines.append(f"{name.lower()}{msuf.lower()} = functools.partial({cls}, {fmt}Op.{name}{msuf})")
with open(path, "w") as f: f.write("\n".join(lines))
def write_operands(types, enums, arch, path):
valid = {(name, fmt) for fmt, ops in enums.items() for name in ops.values()}
lines = ["# autogenerated from AMD ISA XML - do not edit",
"from extra.assembly.amd.autogen.common import Fmt, OpType",
f"from extra.assembly.amd.autogen.{arch}.enum import *", ""]
lines.append("# instruction operand info: {Op: {field: (Fmt, size_bits, OpType)}}")
lines.append("OPERANDS = {")
def fmt_val(v):
fmt, size, otype = v
return f"({f'Fmt.{fmt}' if fmt else 'None'}, {size}, {f'OpType.{otype}' if otype else 'None'})"
for (name, enc_base), fields in sorted(types.items()):
if (name, enc_base) not in valid: continue
fstr = ", ".join(f'"{k}": {fmt_val(v)}' for k, v in sorted(fields.items()))
lines.append(f' {enc_base}Op.{name}: {{{fstr}}},')
lines.append("}")
with open(path, "w") as f: f.write("\n".join(lines))
def write_pcode(pcode: dict[tuple[str, int], str], enums: dict[str, dict[int, str]], arch: str, path: str):
"""Write str_pcode.py file from extracted pseudocode."""
entries: list[tuple[str, str, int, str]] = []
for fmt_name, ops in enums.items():
member_suffix = "_E32" if fmt_name in ("VOP1", "VOP2", "VOPC") else "_E64" if fmt_name == "VOP3" else ""
for opcode, name in ops.items():
if (name, opcode) in pcode:
msuf = member_suffix if fmt_name != "VOP3" or opcode < 512 else ""
entries.append((f"{fmt_name}Op", f"{name}{msuf}", opcode, pcode[(name, opcode)]))
enum_names = sorted(set(e[0] for e in entries))
lines = ["# autogenerated from AMD ISA PDF - do not edit", "# ruff: noqa: E501",
f"from extra.assembly.amd.autogen.{arch}.enum import {', '.join(enum_names)}", "", "PCODE = {"]
for enum_name, name, opcode, code in sorted(entries, key=lambda x: (x[0], x[2])):
lines.append(f" {enum_name}.{name}: {code!r},")
lines.append("}")
with open(path, "w") as f: f.write("\n".join(lines))
# ═══════════════════════════════════════════════════════════════════════════════
# Main
# ═══════════════════════════════════════════════════════════════════════════════
if __name__ == "__main__":
import pathlib
all_fmts, all_op_types, arch_data = {}, set(), {}
# First pass: parse XML for all architectures
for arch, cfg in ARCHS.items():
print(f"Parsing XML: {cfg['xml']} -> {arch}")
encodings, enums, types, fmts, op_types_set, suffix_only_ops = parse_xml(cfg["xml"])
for fmt, ops in FIXES.get(arch, {}).items(): enums.setdefault(fmt, {}).update(ops)
for fmt, fields in FIELD_FIXES.get(arch, {}).items():
if fmt in encodings: encodings[fmt] = (encodings[fmt][0] + fields, encodings[fmt][1])
arch_data[arch] = {"encodings": encodings, "enums": enums, "types": types, "suffix_only_ops": suffix_only_ops}
for fmt, bits in fmts.items():
assert fmt not in all_fmts or all_fmts[fmt] == bits, f"FMT_BITS mismatch for {fmt}: {all_fmts[fmt]} vs {bits}"
all_fmts[fmt] = bits
all_op_types.update(op_types_set)
# Write common.py
common_path = pathlib.Path(__file__).parent / "autogen" / "common.py"
write_common(all_fmts, all_op_types, common_path)
print(f"Wrote common.py: {len(all_fmts)} formats, {len(all_op_types)} op types")
# Write per-arch files from XML
for arch, data in arch_data.items():
base = pathlib.Path(__file__).parent / "autogen" / arch
write_enum(data["enums"], base / "enum.py")
write_ins(data["encodings"], data["enums"], data["suffix_only_ops"], data["types"], arch, base / "ins.py")
write_operands(data["types"], data["enums"], arch, base / "operands.py")
print(f" {arch}: {len(data['encodings'])} encodings, {sum(len(v) for v in data['enums'].values())} instructions")
# Second pass: parse PDFs and write pcode
for arch, cfg in ARCHS.items():
print(f"Parsing PDF: {arch}...")
pages = extract_pdf_text(cfg["pdf"])
name_to_op = {name: op for ops in arch_data[arch]["enums"].values() for op, name in ops.items()}
pcode = extract_pcode(pages, name_to_op)
base = pathlib.Path(__file__).parent / "autogen" / arch
write_pcode(pcode, arch_data[arch]["enums"], arch, base / "str_pcode.py")
print(f" {arch}: {len(pcode)} pcode entries")
+1099 -760
View File
File diff suppressed because it is too large Load Diff
-319
View File
@@ -1,319 +0,0 @@
# Generic PDF text extractor - no external dependencies
import re, zlib
from tinygrad.helpers import fetch, merge_dicts
PDF_URLS = {
"rdna3": "https://docs.amd.com/api/khub/documents/UVVZM22UN7tMUeiW_4ShTQ/content",
"rdna4": "https://docs.amd.com/api/khub/documents/uQpkEvk3pv~kfAb2x~j4uw/content",
"cdna": "https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-cdna4-instruction-set-architecture.pdf",
}
# ═══════════════════════════════════════════════════════════════════════════════
# Generic PDF extraction tools
# ═══════════════════════════════════════════════════════════════════════════════
def extract(url: str) -> list[list[tuple[float, float, str, str]]]:
"""Extract positioned text from PDF. Returns list of text elements (x, y, text, font) per page."""
data = fetch(url).read_bytes()
# Parse xref table to locate objects
xref: dict[int, int] = {}
pos = int(re.search(rb'startxref\s+(\d+)', data).group(1)) + 4
while data[pos:pos+7] != b'trailer':
while data[pos:pos+1] in b' \r\n': pos += 1
line_end = data.find(b'\n', pos)
start_obj, count = map(int, data[pos:line_end].split()[:2])
pos = line_end + 1
for i in range(count):
if data[pos+17:pos+18] == b'n' and (off := int(data[pos:pos+10])) > 0: xref[start_obj + i] = off
pos += 20
def get_stream(n: int) -> bytes:
obj = data[xref[n]:data.find(b'endobj', xref[n])]
raw = obj[obj.find(b'stream\n') + 7:obj.find(b'\nendstream')]
return zlib.decompress(raw) if b'/FlateDecode' in obj else raw
# Find page content streams and extract text
pages = []
for n in sorted(xref):
if b'/Type /Page' not in data[xref[n]:xref[n]+500]: continue
if not (m := re.search(rb'/Contents (\d+) 0 R', data[xref[n]:xref[n]+500])): continue
stream = get_stream(int(m.group(1))).decode('latin-1')
elements, font = [], ''
for bt in re.finditer(r'BT(.*?)ET', stream, re.S):
x, y = 0.0, 0.0
for m in re.finditer(r'(/F[\d.]+) [\d.]+ Tf|([\d.+-]+) ([\d.+-]+) Td|[\d.+-]+ [\d.+-]+ [\d.+-]+ [\d.+-]+ ([\d.+-]+) ([\d.+-]+) Tm|<([0-9A-Fa-f]+)>.*?Tj|\[([^\]]+)\] TJ', bt.group(1)):
if m.group(1): font = m.group(1)
elif m.group(2): x, y = x + float(m.group(2)), y + float(m.group(3))
elif m.group(4): x, y = float(m.group(4)), float(m.group(5))
elif m.group(6) and (t := bytes.fromhex(m.group(6)).decode('latin-1')).strip(): elements.append((x, y, t, font))
elif m.group(7) and (t := ''.join(bytes.fromhex(h).decode('latin-1') for h in re.findall(r'<([0-9A-Fa-f]+)>', m.group(7)))).strip(): elements.append((x, y, t, font))
pages.append(sorted(elements, key=lambda e: (-e[1], e[0])))
return pages
def extract_tables(pages: list[list[tuple[float, float, str, str]]]) -> dict[int, tuple[str, list[list[str]]]]:
"""Extract numbered tables from PDF pages. Returns {table_num: (title, rows)} where rows is list of cells per row."""
def group_by_y(texts, key=lambda y: round(y)):
by_y: dict[int, list[tuple[float, float, str]]] = {}
for x, y, t, _ in texts:
by_y.setdefault(key(y), []).append((x, y, t))
return by_y
# Find all table headers by merging text on same line
table_positions = []
for page_idx, texts in enumerate(pages):
for items in group_by_y(texts).values():
line = ''.join(t for _, t in sorted((x, t) for x, _, t in items))
if m := re.search(r'Table (\d+)\. (.+)', line):
table_positions.append((int(m.group(1)), m.group(2).strip(), page_idx, items[0][1]))
table_positions.sort(key=lambda t: (t[2], -t[3]))
# For each table, find rows with matching X positions
result: dict[int, tuple[str, list[list[str]]]] = {}
for num, title, start_page, header_y in table_positions:
rows, col_xs = [], None
for page_idx in range(start_page, len(pages)):
page_texts = [(x, y, t) for x, y, t, _ in pages[page_idx] if 30 < y < 760 and (page_idx > start_page or y < header_y)]
for items in sorted(group_by_y([(x, y, t, '') for x, y, t in page_texts], key=lambda y: round(y / 5)).values(), key=lambda items: -items[0][1]):
xs = tuple(sorted(round(x) for x, _, _ in items))
if col_xs is None:
if len(xs) < 2: continue # Skip single-column rows before table starts
col_xs = xs
elif len(xs) == 1 and xs[0] in col_xs: continue # Skip continuation rows at known column positions
elif not any(c in xs for c in col_xs[:2]): break # Row missing first columns = end of table
rows.append([t for _, t in sorted((x, t) for x, _, t in items)])
else: continue
break
if rows: result[num] = (title, rows)
return result
# ═══════════════════════════════════════════════════════════════════════════════
# AMD specific extraction
# ═══════════════════════════════════════════════════════════════════════════════
def extract_enums(tables: dict[int, tuple[str, list[list[str]]]]) -> dict[str, dict[int, str]]:
"""Extract all enums from tables. Returns {enum_name: {value: name}}."""
enums: dict[str, dict[int, str]] = {}
for num, (title, rows) in tables.items():
# Opcode enums from "XXX Opcodes" tables
if m := re.match(r'(\w+) (?:Y-)?Opcodes', title):
fmt_name = 'VOPD' if 'Y-Opcodes' in title else m.group(1)
ops: dict[int, str] = {}
for row in rows:
for i in range(0, len(row) - 1, 2):
if row[i].isdigit() and re.match(r'^[A-Z][A-Z0-9_]+$', row[i + 1]):
ops[int(row[i])] = row[i + 1]
if ops: enums[fmt_name] = ops
# BufFmt from "Data Format" tables
if 'Data Format' in title:
for row in rows:
for i in range(0, len(row) - 1, 2):
if row[i].isdigit() and re.match(r'^[\dA-Z_]+$', row[i + 1]) and 'INVALID' not in row[i + 1]:
enums.setdefault('BufFmt', {})[int(row[i])] = row[i + 1]
return enums
def extract_ins(tables: dict[int, tuple[str, list[list[str]]]]) -> tuple[dict[str, list[tuple[str, int, int]]], dict[str, str]]:
"""Extract formats and encodings from 'XXX Fields' tables. Returns (formats, encodings)."""
formats: dict[str, list[tuple[str, int, int]]] = {}
encodings: dict[str, str] = {}
for num, (title, rows) in tables.items():
if not (m := re.match(r'(\w+) Fields$', title)): continue
fmt_name = m.group(1)
fields = []
for row in rows:
if len(row) < 2: continue
if (bits := re.match(r'\[?(\d+):(\d+)\]?$', row[1])) or (bits := re.match(r'\[(\d+)\]$', row[1])):
field_name = row[0].lower()
hi, lo = int(bits.group(1)), int(bits.group(2)) if bits.lastindex >= 2 else int(bits.group(1))
if field_name == 'encoding' and len(row) >= 3:
enc_bits = None
if "'b" in row[2]: enc_bits = row[2].split("'b")[-1].replace('_', '')
elif (enc := re.search(r':\s*([01_]+)', row[2])): enc_bits = enc.group(1).replace('_', '')
if enc_bits:
# If encoding bits exceed field width, extend field to match (AMD docs sometimes have this)
declared_width, actual_width = hi - lo + 1, len(enc_bits)
if actual_width > declared_width: lo = hi - actual_width + 1
encodings[fmt_name] = enc_bits
fields.append((field_name, hi, lo))
if fields: formats[fmt_name] = fields
return formats, encodings
def extract_pcode(pages: list[list[tuple[float, float, str, str]]], enums: dict[str, dict[int, str]]) -> dict[tuple[str, int], str]:
"""Extract pseudocode for instructions. Returns {(name, opcode): pseudocode}."""
# Build lookup from instruction name to opcode
name_to_op = {name: op for ops in enums.values() for op, name in ops.items()}
# First pass: find all instruction headers across all pages
all_instructions: list[tuple[int, float, str, int]] = [] # (page_idx, y, name, opcode)
for page_idx, page in enumerate(pages):
by_y: dict[int, list[tuple[float, str]]] = {}
for x, y, t, _ in page:
by_y.setdefault(round(y), []).append((x, t))
for y, items in sorted(by_y.items(), reverse=True):
left = [(x, t) for x, t in items if 55 < x < 65]
right = [(x, t) for x, t in items if 535 < x < 550]
if left and right and left[0][1] in name_to_op and right[0][1].isdigit():
all_instructions.append((page_idx, y, left[0][1], int(right[0][1])))
# Second pass: extract pseudocode between consecutive instructions
pcode: dict[tuple[str, int], str] = {}
for i, (page_idx, y, name, opcode) in enumerate(all_instructions):
# Get end boundary from next instruction
if i + 1 < len(all_instructions):
next_page, next_y = all_instructions[i + 1][0], all_instructions[i + 1][1]
else:
next_page, next_y = page_idx, 0
# Collect F6 text from current position to next instruction (pseudocode is at x ≈ 69)
lines = []
for p in range(page_idx, next_page + 1):
start_y = y if p == page_idx else 800
end_y = next_y if p == next_page else 0
lines.extend((p, y2, t) for x, y2, t, f in pages[p] if f in ('/F6.0', '/F7.0') and end_y < y2 < start_y and 60 < x < 80)
if lines:
# Sort by page first, then by y descending within each page (higher y = earlier text in PDF)
sorted_lines = sorted(lines, key=lambda x: (x[0], -x[1]))
# Stop at large Y gaps (>30) - indicates section break (Notes, examples, etc)
filtered = [sorted_lines[0]]
for j in range(1, len(sorted_lines)):
prev_page, prev_y, _ = sorted_lines[j-1]
curr_page, curr_y, _ = sorted_lines[j]
if curr_page == prev_page and prev_y - curr_y > 30: break
if curr_page != prev_page and prev_y > 60 and curr_y < 730: break # examples spilled to next page (not at very top)
filtered.append(sorted_lines[j])
pcode_lines = [t.replace('Ê', '').strip() for _, _, t in filtered]
if pcode_lines: pcode[(name, opcode)] = '\n'.join(pcode_lines)
return pcode
# ═══════════════════════════════════════════════════════════════════════════════
# Write autogen files
# ═══════════════════════════════════════════════════════════════════════════════
def write_enums(enums: dict[str, dict[int, str]], arch: str, path: str):
"""Write enum.py file from extracted enums."""
lines = ["# autogenerated from AMD ISA PDF by pdf.py - do not edit", "from enum import IntEnum", ""]
for name, values in sorted(enums.items()):
suffix = "Op" if name not in ('Src', 'BufFmt') else ("Enum" if name == 'Src' else "")
prefix = "BUF_FMT_" if name == 'BufFmt' else ""
lines.append(f"class {name}{suffix}(IntEnum):")
for val, member in sorted(values.items()):
lines.append(f" {prefix}{member} = {val}")
lines.append("")
with open(path, "w") as f:
f.write("\n".join(lines))
def write_ins(formats: dict[str, list[tuple[str, int, int]]], encodings: dict[str, str], enums: dict[str, dict[int, str]], arch: str, path: str):
"""Write ins.py file from extracted formats and enums."""
# Field types and ordering
def field_type(name, fmt):
if name == 'op' and fmt in enums: return f'Annotated[BitField, {fmt}Op]'
if name in ('opx', 'opy'): return 'Annotated[BitField, VOPDOp]'
if name == 'vdsty': return 'VDSTYEnc'
if name in ('vdst', 'vsrc1', 'vaddr', 'vdata', 'data', 'data0', 'data1', 'addr', 'vsrc0', 'vsrc2', 'vsrc3'): return 'VGPRField'
if name in ('sdst', 'sbase', 'sdata', 'srsrc', 'ssamp'): return 'SGPRField'
if name.startswith('ssrc') or name in ('saddr', 'soffset'): return 'SSrc'
if name in ('src0', 'srcx0', 'srcy0') or name.startswith('src') and name[3:].isdigit(): return 'Src'
if name.startswith('simm'): return 'SImm'
if name == 'offset' or name.startswith('imm'): return 'Imm'
return None
field_priority = ['encoding', 'op', 'opx', 'opy', 'vdst', 'vdstx', 'vdsty', 'sdst', 'vdata', 'sdata', 'addr', 'vaddr', 'data', 'data0', 'data1',
'src0', 'srcx0', 'srcy0', 'vsrc0', 'ssrc0', 'src1', 'vsrc1', 'vsrcx1', 'vsrcy1', 'ssrc1', 'src2', 'vsrc2', 'src3', 'vsrc3',
'saddr', 'sbase', 'srsrc', 'ssamp', 'soffset', 'offset', 'simm16', 'en', 'target', 'attr', 'attr_chan',
'omod', 'neg', 'neg_hi', 'abs', 'clmp', 'opsel', 'opsel_hi', 'waitexp', 'wait_va',
'dmask', 'dim', 'seg', 'format', 'offen', 'idxen', 'glc', 'dlc', 'slc', 'tfe', 'unrm', 'done', 'row']
def sort_fields(fields):
order = {name: i for i, name in enumerate(field_priority)}
return sorted(fields, key=lambda f: (order.get(f[0], 1000), f[2]))
# Generate format classes
lines = ["# autogenerated from AMD ISA PDF by pdf.py - do not edit", "# ruff: noqa: F401,F403",
"from typing import Annotated",
"from extra.assembly.amd.dsl import *",
f"from extra.assembly.amd.autogen.{arch}.enum import *", "import functools", ""]
for fmt_name, fields in sorted(formats.items()):
lines.append(f"class {fmt_name}(Inst):")
for name, hi, lo in sort_fields(fields):
bits_str = f"bits[{hi}:{lo}]" if hi != lo else f"bits[{hi}]"
if name == 'encoding' and fmt_name in encodings: lines.append(f" encoding = {bits_str} == 0b{encodings[fmt_name]}")
else:
ftype = field_type(name, fmt_name)
lines.append(f" {name}{f':{ftype}' if ftype else ''} = {bits_str}")
lines.append("")
# Generate instruction helpers
lines.append("# instruction helpers")
for fmt_name, ops in sorted(enums.items()):
seg = {"GLOBAL": ", seg=2", "SCRATCH": ", seg=1"}.get(fmt_name, "")
tgt = {"GLOBAL": "FLAT, GLOBALOp", "SCRATCH": "FLAT, SCRATCHOp"}.get(fmt_name, f"{fmt_name}, {fmt_name}Op")
suffix = "_e32" if fmt_name in ("VOP1", "VOP2", "VOPC") else "_e64" if fmt_name == "VOP3" and len(ops) > 0 else ""
if fmt_name in formats or fmt_name in ("GLOBAL", "SCRATCH"):
for op_val, name in sorted(ops.items()):
fn_suffix = suffix if fmt_name != "VOP3" or op_val < 512 else ""
lines.append(f"{name.lower()}{fn_suffix} = functools.partial({tgt}.{name}{seg})")
with open(path, "w") as f:
f.write("\n".join(lines))
def write_pcode(pcode: dict[tuple[str, int], str], enums: dict[str, dict[int, str]], arch: str, path: str):
"""Write str_pcode.py file from extracted pseudocode."""
# Group pseudocode by enum class
by_enum: dict[str, list[tuple[str, int, str]]] = {}
for fmt_name, ops in enums.items():
for opcode, name in ops.items():
if (name, opcode) in pcode: by_enum.setdefault(f"{fmt_name}Op", []).append((name, opcode, pcode[(name, opcode)]))
# Generate file
enum_names = sorted(by_enum.keys())
lines = [f"# autogenerated by pdf.py - do not edit", f"# to regenerate: python -m extra.assembly.amd.pdf",
"# ruff: noqa: E501", f"from extra.assembly.amd.autogen.{arch}.enum import {', '.join(enum_names)}", ""]
for enum_name in enum_names:
lines.append(f"{enum_name}_PCODE = {{")
for name, opcode, code in sorted(by_enum[enum_name], key=lambda x: x[1]):
lines.append(f" {enum_name}.{name}: {code!r},")
lines.append("}\n")
lines.append(f"PSEUDOCODE_STRINGS = {{{', '.join(f'{e}: {e}_PCODE' for e in enum_names)}}}")
with open(path, "w") as f:
f.write("\n".join(lines))
if __name__ == "__main__":
import pathlib
for arch, url in PDF_URLS.items():
print(f"Processing {arch}...")
pages = extract(url)
tables = extract_tables(pages)
enums = extract_enums(tables)
formats, encodings = extract_ins(tables)
pcode = extract_pcode(pages, enums)
# Fix known PDF errors
if arch == 'rdna3':
fixes = {'SOPP': {8: 'S_WAITCNT_DEPCTR', 58: 'S_TTRACEDATA', 59: 'S_TTRACEDATA_IMM'},
'SOPK': {22: 'S_SUBVECTOR_LOOP_BEGIN', 23: 'S_SUBVECTOR_LOOP_END'},
'SMEM': {34: 'S_ATC_PROBE', 35: 'S_ATC_PROBE_BUFFER'},
'DS': {24: 'DS_GWS_SEMA_RELEASE_ALL', 25: 'DS_GWS_INIT', 26: 'DS_GWS_SEMA_V', 27: 'DS_GWS_SEMA_BR', 28: 'DS_GWS_SEMA_P', 29: 'DS_GWS_BARRIER'},
'FLAT': {40: 'GLOBAL_LOAD_ADDTID_B32', 41: 'GLOBAL_STORE_ADDTID_B32', 55: 'FLAT_ATOMIC_CSUB_U32'}}
for fmt, ops in fixes.items(): enums[fmt] = merge_dicts([enums[fmt], ops])
if arch == 'rdna4':
fixes = {'SMEM': {34: 'S_ATC_PROBE', 35: 'S_ATC_PROBE_BUFFER'},
'SOP1': {81: 'S_BARRIER_INIT', 82: 'S_BARRIER_JOIN'},
'SOPP': {21: 'S_BARRIER_LEAVE', 58: 'S_TTRACEDATA', 59: 'S_TTRACEDATA_IMM'}}
for fmt, ops in fixes.items(): enums[fmt] = merge_dicts([enums[fmt], ops])
if arch in ('rdna3', 'rdna4'):
# RDNA SMEM: PDF says DLC=[14], GLC=[16] but hardware uses DLC=[13], GLC=[14]
if 'SMEM' in formats:
formats['SMEM'] = [(n, 13 if n == 'dlc' else 14 if n == 'glc' else h, 13 if n == 'dlc' else 14 if n == 'glc' else l)
for n, h, l in formats['SMEM']]
if arch == 'cdna':
# CDNA DS: PDF is missing the GDS field (bit 16)
if 'DS' in formats and not any(n == 'gds' for n, _, _ in formats['DS']):
formats['DS'].append(('gds', 16, 16))
# CDNA DPP/SDWA: PDF only documents modifier fields (bits[63:32]), need to add VOP overlay fields (bits[31:0])
vop_overlay = [('encoding', 8, 0), ('vop_op', 16, 9), ('vdst', 24, 17), ('vop2_op', 31, 25)]
if 'DPP' in formats and not any(n == 'encoding' for n, _, _ in formats['DPP']):
formats['DPP'] = vop_overlay + [('bc' if n == 'bound_ctrl' else n, h, l) for n, h, l in formats['DPP']]
encodings['DPP'] = '11111010'
if 'SDWA' in formats and not any(n == 'encoding' for n, _, _ in formats['SDWA']):
formats['SDWA'] = vop_overlay + [(n, h, l) for n, h, l in formats['SDWA']]
encodings['SDWA'] = '11111001'
base = pathlib.Path(__file__).parent / "autogen" / arch
write_enums(enums, arch, base / "enum.py")
write_ins(formats, encodings, enums, arch, base / "ins.py")
write_pcode(pcode, enums, arch, base / "str_pcode.py")
print(f" {len(tables)} tables, {len(pcode)} pcode -> {base}")
+204 -127
View File
@@ -5,28 +5,28 @@ The format is nibble-based with variable-width packets determined by a state mac
Uses BitField infrastructure from dsl.py, similar to GPU instruction encoding.
"""
from __future__ import annotations
from enum import IntEnum
from typing import get_type_hints
from extra.assembly.amd.dsl import BitField, bits
from typing import Iterator
from enum import Enum
from extra.assembly.amd.dsl import BitField, FixedBitField, bits
# ═══════════════════════════════════════════════════════════════════════════════
# FIELD ENUMS
# ═══════════════════════════════════════════════════════════════════════════════
class MemSrc(IntEnum):
class MemSrc(Enum):
LDS = 0
LDS_ALT = 1
VMEM = 2
VMEM_ALT = 3
class AluSrc(IntEnum):
class AluSrc(Enum):
NONE = 0
SALU = 1
VALU = 2
VALU_ALT = 3
VALU_SALU = 3
class InstOp(IntEnum):
"""SQTT instruction operation types.
class InstOp(Enum):
"""SQTT instruction operation types for RDNA3 (gfx1100).
Memory ops appear in two ranges depending on which SIMD executes them:
- 0x1x-0x2x range: ops on traced SIMD
@@ -95,50 +95,101 @@ class InstOp(IntEnum):
SALU_SAVEEXEC = 0x72 # s_*_saveexec_b32/b64
VALU_CMPX = 0x73 # v_cmpx_*
class InstOpL4(Enum):
"""SQTT instruction operation types for RDNA4 (gfx1200). Different encoding from RDNA3."""
# TODO: we need to do discovery of all of these from instructions
SALU = 0x0
SMEM = 0x1
UNK_02 = 0x2
JUMP_NO = 0x4
UNK_06 = 0x6
VMEM = 0x10
UNK_11 = 0x11
VINTERP = 0x12
UNK_14 = 0x14
OTHER_VMEM = 0x5e
UNK_60 = 0x60
# ═══════════════════════════════════════════════════════════════════════════════
# PACKET TYPE BASE CLASS
# ═══════════════════════════════════════════════════════════════════════════════
class PacketType:
"""Base class for SQTT packet types."""
_encoding: tuple[BitField, int] | None = None
_field_types: dict[str, type] = {}
_values: dict[str, int]
encoding: FixedBitField
_raw: int
_time: int
def __init_subclass__(cls, **kwargs):
super().__init_subclass__(**kwargs)
if 'encoding' in cls.__dict__ and isinstance(cls.__dict__['encoding'], tuple):
cls._encoding = cls.__dict__['encoding']
# Cache field type annotations for enum conversion
try: cls._field_types = {k: v for k, v in get_type_hints(cls).items() if isinstance(v, type) and issubclass(v, IntEnum)}
except Exception: cls._field_types = {}
# Cache fields and precompute extraction info: (name, lo, mask, enum_type)
cls._fields = {k: v for k, v in cls.__dict__.items() if isinstance(v, BitField) and k != 'encoding'}
cls._extract_info = [(name, bf.lo, bf.mask(), cls._field_types.get(name)) for name, bf in cls._fields.items()]
cls._fields = {k: v for k, v in cls.__dict__.items() if isinstance(v, BitField)}
cls._size_nibbles = ((max((f.hi for f in cls._fields.values()), default=0) + 4) // 4)
@classmethod
def from_raw(cls, raw: int, time: int = 0):
inst = object.__new__(cls)
inst._raw, inst._time, inst._values = raw, time, {}
for name, lo, mask, enum_type in cls._extract_info:
val = (raw >> lo) & mask
if enum_type is not None:
try: val = enum_type(val)
except ValueError: pass
inst._values[name] = val
inst._raw, inst._time = raw, time
return inst
def __getattr__(self, name: str):
if name.startswith('_'): raise AttributeError(name)
return self._values.get(name, 0)
def __repr__(self) -> str:
fields_str = ", ".join(f"{k}={v}" for k, v in self._values.items() if not k.startswith('_'))
fields_str = ", ".join(f"{k}={getattr(self, k)}" for k in self._fields if not k.startswith('_') and k != 'encoding')
return f"{self.__class__.__name__}({fields_str})"
# ═══════════════════════════════════════════════════════════════════════════════
# TS PACKET TYPE DEFINITIONS
# ═══════════════════════════════════════════════════════════════════════════════
class TS_DELTA_S8_W3(PacketType):
encoding = bits[6:0] == 0b0100001
delta = bits[10:8]
_padding = bits[63:11]
class TS_DELTA_S8_W3_L4(PacketType): # Layout 4: 64->72 bits
encoding = bits[6:0] == 0b0100001
delta = bits[10:8]
_padding = bits[71:11]
class TS_DELTA_S5_W3(PacketType):
encoding = bits[4:0] == 0b00110
delta = bits[7:5]
_padding = bits[51:8]
class TS_DELTA_S5_W3_L4(PacketType): # Layout 4: 52->56 bits
encoding = bits[4:0] == 0b00110
delta = bits[9:7]
_padding = bits[55:10]
class TS_DELTA_SHORT(PacketType):
encoding = bits[3:0] == 0b1000
delta = bits[7:4]
class TS_DELTA_OR_MARK(PacketType):
encoding = bits[6:0] == 0b0000001
delta = bits[47:12]
bit8 = bits[8:8]
bit9 = bits[9:9]
@property
def is_marker(self) -> bool: return bool(self.bit9 and not self.bit8)
class TS_DELTA_OR_MARK_L4(PacketType): # Layout 4: 48->64 bits
encoding = bits[6:0] == 0b0000001
delta = bits[63:12]
bit7 = bits[7:7]
bit8 = bits[8:8]
bit9 = bits[9:9]
@property
def is_marker(self) -> bool: return bool((self.bit9 and not self.bit8) or self.bit7)
class TS_DELTA_S5_W2(PacketType):
encoding = bits[4:0] == 0b11100
delta = bits[6:5]
_padding = bits[47:7]
class TS_DELTA_S5_W2_L4(PacketType): # Layout 4: 48->40 bits
encoding = bits[4:0] == 0b11100
delta = bits[6:5]
_padding = bits[39:7]
# ═══════════════════════════════════════════════════════════════════════════════
# PACKET TYPE DEFINITIONS
# ═══════════════════════════════════════════════════════════════════════════════
@@ -152,12 +203,12 @@ class VALUINST(PacketType): # exclude: 1 << 2
class VMEMEXEC(PacketType): # exclude: 1 << 0
encoding = bits[3:0] == 0b1111
delta = bits[5:4]
src: MemSrc = bits[7:6]
src = bits[7:6].enum(MemSrc)
class ALUEXEC(PacketType): # exclude: 1 << 1
encoding = bits[3:0] == 0b1110
delta = bits[5:4]
src: AluSrc = bits[7:6]
src = bits[7:6].enum(AluSrc)
class IMMEDIATE(PacketType): # exclude: 1 << 5
encoding = bits[3:0] == 0b1101
@@ -174,11 +225,6 @@ class WAVERDY(PacketType): # exclude: 1 << 3
delta = bits[7:5]
mask = bits[23:8]
class TS_DELTA_S8_W3(PacketType):
encoding = bits[6:0] == 0b0100001
delta = bits[10:8]
_padding = bits[63:11]
class WAVEEND(PacketType): # exclude: 1 << 4
encoding = bits[4:0] == 0b10101
delta = bits[7:5]
@@ -200,29 +246,36 @@ class WAVESTART(PacketType): # exclude: 1 << 4
@property
def cu(self) -> int: return self.cu_lo | (self.flag7 << 3)
class TS_DELTA_S5_W2(PacketType):
encoding = bits[4:0] == 0b11100
class WAVESTART_L4(PacketType): # Layout 4 has wave field at different position
encoding = bits[4:0] == 0b01100
delta = bits[6:5]
_padding = bits[47:7]
flag7 = bits[7:7]
simd = bits[9:8]
cu_lo = bits[12:10]
wave = bits[19:15]
id7 = bits[31:20]
@property
def cu(self) -> int: return self.cu_lo | (self.flag7 << 3)
class WAVEALLOC(PacketType): # exclude: 1 << 10
encoding = bits[4:0] == 0b00101
delta = bits[7:5]
_padding = bits[19:8]
class TS_DELTA_S5_W3(PacketType):
encoding = bits[4:0] == 0b00110
class WAVEALLOC_L4(PacketType): # Layout 4: 20->24 bits
encoding = bits[4:0] == 0b00101
delta = bits[7:5]
_padding = bits[51:8]
_padding = bits[23:8]
class PERF(PacketType): # exclude: 1 << 11
encoding = bits[4:0] == 0b10110
delta = bits[7:5]
arg = bits[27:8]
class TS_DELTA_SHORT(PacketType):
encoding = bits[3:0] == 0b1000
delta = bits[7:4]
class PERF_L4(PacketType): # Layout 4: 28->32 bits
encoding = bits[4:0] == 0b10110
delta = bits[9:7]
arg = bits[31:10]
class NOP(PacketType):
encoding = bits[3:0] == 0b0000
@@ -263,14 +316,6 @@ class SNAPSHOT(PacketType):
delta = bits[9:7]
snap = bits[63:10]
class TS_DELTA_OR_MARK(PacketType):
encoding = bits[6:0] == 0b0000001
delta = bits[47:12]
bit8 = bits[8:8]
bit9 = bits[9:9]
@property
def is_marker(self) -> bool: return bool(self.bit9 and not self.bit8)
class LAYOUT_HEADER(PacketType):
encoding = bits[6:0] == 0b0010001
delta = None # type: ignore
@@ -288,94 +333,126 @@ class INST(PacketType):
flag1 = bits[3:3]
flag2 = bits[7:7]
wave = bits[12:8]
op: InstOp = bits[19:13]
op = bits[19:13].enum(InstOp)
class INST_L4(PacketType): # Layout 4: different delta position and InstOp encoding
encoding = bits[2:0] == 0b010
delta = bits[5:3]
flag1 = bits[6:6]
flag2 = bits[7:7]
wave = bits[12:8]
op = bits[19:13].enum(InstOpL4)
class UTILCTR(PacketType):
encoding = bits[6:0] == 0b0110001
delta = bits[8:7]
ctr = bits[47:9]
# All packet types in encoding priority order (more specific masks first, NOP last as fallback)
PACKET_TYPES: list[type[PacketType]] = [
EVENT, EVENT_BIG,
TS_DELTA_S8_W3, TS_WAVE_STATE, SNAPSHOT, TS_DELTA_OR_MARK, LAYOUT_HEADER, UTILCTR,
IMMEDIATE_MASK, WAVERDY, WAVEEND, WAVESTART, TS_DELTA_S5_W2, WAVEALLOC, TS_DELTA_S5_W3, PERF,
VMEMEXEC, ALUEXEC, IMMEDIATE, TS_DELTA_SHORT, REG,
VALUINST, INST,
NOP,
]
# Packet types with rocprof type IDs as keys
PACKET_TYPES_L3: dict[int, type[PacketType]] = {
1: VALUINST, 2: VMEMEXEC, 3: ALUEXEC, 4: IMMEDIATE, 5: IMMEDIATE_MASK, 6: WAVERDY, 7: TS_DELTA_S8_W3, 8: WAVEEND,
9: WAVESTART, 10: TS_DELTA_S5_W2, 11: WAVEALLOC, 12: TS_DELTA_S5_W3, 13: PERF, 14: UTILCTR, 15: TS_DELTA_SHORT,
16: NOP, 17: TS_WAVE_STATE, 18: EVENT, 19: EVENT_BIG, 20: REG, 21: SNAPSHOT, 22: TS_DELTA_OR_MARK, 23: LAYOUT_HEADER, 24: INST,
}
PACKET_TYPES_L4: dict[int, type[PacketType]] = {
**PACKET_TYPES_L3,
7: TS_DELTA_S8_W3_L4, 9: WAVESTART_L4, 10: TS_DELTA_S5_W2_L4, 11: WAVEALLOC_L4,
12: TS_DELTA_S5_W3_L4, 13: PERF_L4, 22: TS_DELTA_OR_MARK_L4, 24: INST_L4,
}
def _build_decode_tables(packet_types: dict[int, type[PacketType]]) -> tuple[dict[int, tuple], bytes]:
# Build state table: byte -> opcode. Sort by mask specificity (more bits first), NOP last
sorted_types = sorted(packet_types.items(), key=lambda x: (-bin(x[1].encoding.mask).count('1'), x[0] == 16))
state_table = bytes(next((op for op, cls in sorted_types if (b & cls.encoding.mask) == cls.encoding.default), 16) for b in range(256))
# Build decode info: opcode -> (pkt_cls, nib_count, delta_lo, delta_mask, special_case)
# special_case: 0=none, 1=TS_DELTA_OR_MARK (check is_marker), 2=TS_DELTA_SHORT (add 8)
decode_info = {}
for opcode, pkt_cls in packet_types.items():
delta_field = getattr(pkt_cls, 'delta', None)
special = {22: 1, 15: 2}.get(opcode, 0) # TS_DELTA_OR_MARK=22, TS_DELTA_SHORT=15
decode_info[opcode] = (pkt_cls, pkt_cls._size_nibbles, delta_field.lo if delta_field else 0, delta_field.mask if delta_field else 0, special)
return decode_info, state_table
def _build_state_table() -> tuple[bytes, dict[int, type[PacketType]]]:
table = [len(PACKET_TYPES) - 1] * 256 # default to NOP
opcode_to_class: dict[int, type[PacketType]] = {i: cls for i, cls in enumerate(PACKET_TYPES)}
for byte_val in range(256):
for opcode, pkt_cls in enumerate(PACKET_TYPES):
if pkt_cls._encoding is None: continue
mask_bf, pattern = pkt_cls._encoding
if (byte_val & mask_bf.mask()) == pattern:
table[byte_val] = opcode
break
return bytes(table), opcode_to_class
STATE_TO_OPCODE, OPCODE_TO_CLASS = _build_state_table()
# Precompute special case opcodes
_TS_DELTA_OR_MARK_OPCODE = next(op for op, cls in OPCODE_TO_CLASS.items() if cls is TS_DELTA_OR_MARK)
_TS_DELTA_SHORT_OPCODE = next(op for op, cls in OPCODE_TO_CLASS.items() if cls is TS_DELTA_SHORT)
_TS_DELTA_OR_MARK_BIT8 = (TS_DELTA_OR_MARK.bit8.lo, TS_DELTA_OR_MARK.bit8.mask())
_TS_DELTA_OR_MARK_BIT9 = (TS_DELTA_OR_MARK.bit9.lo, TS_DELTA_OR_MARK.bit9.mask())
# Combined lookup: opcode -> (pkt_cls, nib_count, delta_lo, delta_mask, special_case)
# special_case: 0=none, 1=TS_DELTA_OR_MARK, 2=TS_DELTA_SHORT
_DECODE_INFO: dict[int, tuple] = {}
for _opcode, _pkt_cls in OPCODE_TO_CLASS.items():
_delta_field = getattr(_pkt_cls, 'delta', None)
_delta_lo = _delta_field.lo if _delta_field else 0
_delta_mask = _delta_field.mask() if _delta_field else 0
_special = 1 if _opcode == _TS_DELTA_OR_MARK_OPCODE else (2 if _opcode == _TS_DELTA_SHORT_OPCODE else 0)
_DECODE_INFO[_opcode] = (_pkt_cls, _pkt_cls._size_nibbles, _delta_lo, _delta_mask, _special)
_DECODE_INFO_L3, _STATE_TABLE_L3 = _build_decode_tables(PACKET_TYPES_L3)
_DECODE_INFO_L4, _STATE_TABLE_L4 = _build_decode_tables(PACKET_TYPES_L4)
# ═══════════════════════════════════════════════════════════════════════════════
# DECODER
# ═══════════════════════════════════════════════════════════════════════════════
def decode(data: bytes) -> list[PacketType]:
"""Decode raw SQTT blob into list of packet instances."""
packets: list[PacketType] = []
packets_append = packets.append
n = len(data)
reg = 0
offset = 0
nib_count = 16
time = 0
state_to_opcode = STATE_TO_OPCODE
decode_info = _DECODE_INFO
mask64 = (1 << 64) - 1
def decode(data: bytes) -> Iterator[PacketType]:
"""Decode raw SQTT blob, yielding packet instances. Auto-detects layout from LAYOUT_HEADER."""
n, reg, pos, nib_off, nib_count, time = len(data), 0, 0, 0, 16, 0
decode_info, state_table = _DECODE_INFO_L3, _STATE_TABLE_L3 # default to layout 3, will update after seeing LAYOUT_HEADER
while (offset >> 3) < n:
target = offset + nib_count * 4
while offset < target and (offset >> 3) < n:
byte = data[offset >> 3]
nib = (byte >> (offset & 4)) & 0xF
reg = ((reg >> 4) | (nib << 60)) & mask64
offset += 4
if offset < target: break
while pos + ((nib_count + nib_off + 1) >> 1) <= n:
need = nib_count - nib_off
# 1. if unaligned, read high nibble to align
if nib_off: reg, pos = (reg >> 4) | ((data[pos] >> 4) << 60), pos + 1
# 2. read all full bytes at once
if (byte_count := need >> 1):
chunk = int.from_bytes(data[pos:pos + byte_count], 'little')
reg, pos = (reg >> (byte_count * 8)) | (chunk << (64 - byte_count * 8)), pos + byte_count
# 3. if odd, read low nibble
if (nib_off := need & 1): reg = (reg >> 4) | ((data[pos] & 0xF) << 60)
opcode = state_to_opcode[reg & 0xFF]
opcode = state_table[reg & 0xFF]
pkt_cls, nib_count, delta_lo, delta_mask, special = decode_info[opcode]
delta = (reg >> delta_lo) & delta_mask
if special == 1: # TS_DELTA_OR_MARK
bit8 = (reg >> _TS_DELTA_OR_MARK_BIT8[0]) & _TS_DELTA_OR_MARK_BIT8[1]
bit9 = (reg >> _TS_DELTA_OR_MARK_BIT9[0]) & _TS_DELTA_OR_MARK_BIT9[1]
if bit9 and not bit8: delta = 0
elif special == 2: # TS_DELTA_SHORT
delta = delta + 8
pkt = pkt_cls.from_raw(reg, 0) # create packet to check is_marker
if pkt.is_marker: delta = 0
elif special == 2: delta += 8 # TS_DELTA_SHORT
time += delta
packets_append(pkt_cls.from_raw(reg, time))
pkt = pkt_cls.from_raw(reg, time)
# detect layout from first LAYOUT_HEADER and switch decode tables if needed
# NOTE: CDNA uses a completely different 16-bit header format, not nibbles - not supported here
if pkt_cls is LAYOUT_HEADER and pkt.layout == 4:
decode_info, state_table = _DECODE_INFO_L4, _STATE_TABLE_L4
yield pkt
return packets
# ═══════════════════════════════════════════════════════════════════════════════
# PRINTER
# ═══════════════════════════════════════════════════════════════════════════════
PACKET_COLORS = {
"INST": "WHITE", "VALUINST": "BLACK", "VMEMEXEC": "yellow", "ALUEXEC": "yellow",
"IMMEDIATE": "YELLOW", "IMMEDIATE_MASK": "YELLOW", "WAVERDY": "cyan", "WAVEALLOC": "cyan",
"WAVEEND": "blue", "WAVESTART": "blue", "PERF": "magenta", "EVENT": "red", "EVENT_BIG": "red",
"REG": "green", "LAYOUT_HEADER": "white", "SNAPSHOT": "white", "UTILCTR": "green",
}
def format_packet(p) -> str:
from tinygrad.helpers import colored
name = type(p).__name__
if isinstance(p, (INST, INST_L4)):
op_name = p.op.name if isinstance(p.op, (InstOp, InstOpL4)) else f"0x{p.op:02x}"
fields = f"wave={p.wave} op={op_name}" + (" flag1" if p.flag1 else "") + (" flag2" if p.flag2 else "")
elif isinstance(p, VALUINST): fields = f"wave={p.wave}" + (" flag" if p.flag else "")
elif isinstance(p, ALUEXEC): fields = f"src={p.src.name if isinstance(p.src, AluSrc) else p.src}"
elif isinstance(p, VMEMEXEC): fields = f"src={p.src.name if isinstance(p.src, MemSrc) else p.src}"
elif isinstance(p, (WAVESTART, WAVESTART_L4, WAVEEND)): fields = f"wave={p.wave} simd={p.simd} cu={p.cu}"
elif hasattr(p, '_fields'):
filt = {'delta', 'encoding'} if not isinstance(p, (TS_DELTA_OR_MARK, TS_DELTA_OR_MARK_L4)) else {'encoding'}
fields = " ".join(f"{k}=0x{getattr(p, k):x}" if k in {'snap', 'val32'} else f"{k}={getattr(p, k)}"
for k in p._fields if not k.startswith('_') and k not in filt)
else: fields = ""
return f"{p._time:8}: {colored(f'{name:18}', PACKET_COLORS.get(name.replace('_L4', ''), 'white'))} {fields}"
def print_packets(packets) -> None:
from tinygrad.helpers import getenv
skip = {"NOP", "TS_DELTA_SHORT", "TS_WAVE_STATE", "TS_DELTA_OR_MARK",
"TS_DELTA_S5_W2", "TS_DELTA_S5_W3", "TS_DELTA_S8_W3", "REG", "EVENT"} if not getenv("NOSKIP") else {"NOP"}
for p in packets:
if type(p).__name__.replace("_L4", "") not in skip: print(format_packet(p))
if __name__ == "__main__":
import sys, pickle
if len(sys.argv) < 2:
print("Usage: python sqtt.py <pkl_file>")
sys.exit(1)
with open(sys.argv[1], "rb") as f:
data = pickle.load(f)
sqtt_events = [e for e in data if type(e).__name__ == "ProfileSQTTEvent"]
for i, event in enumerate(sqtt_events):
print(f"\n=== event {i} ===")
print_packets(decode(event.blob))
+161
View File
@@ -0,0 +1,161 @@
"""SQTT (SQ Thread Trace) packet decoder for CDNA/MI300 GPUs.
CDNA uses a completely different 16-bit header format from RDNA's nibble-based encoding.
"""
from __future__ import annotations
from typing import Iterator
from extra.assembly.amd.dsl import bits
from extra.assembly.amd.sqtt import PacketType
# CDNA pkt_fmt -> size in bytes (extracted from rocprof hash table)
CDNA_PKT_SIZES = {0: 2, 1: 8, 2: 8, 3: 4, 4: 2, 5: 6, 6: 2, 7: 2, 8: 2, 9: 2, 10: 2, 11: 8, 12: 6, 13: 4, 14: 8, 15: 6}
class CDNA_DELTA(PacketType):
"""pkt_fmt=0: 16-bit timestamp delta packet"""
encoding = bits[3:0] == 0
delta = bits[11:4] # (data >> 4) & 0xff
unk_0 = bits[12:12] # (data >> 0xc) & 1
unk_1 = bits[15:13] # (data >> 0xd)
class CDNA_TIMESTAMP(PacketType):
"""pkt_fmt=1: 64-bit timestamp packet (case 0x0)"""
encoding = bits[3:0] == 1
unk_0 = bits[15:4]
timestamp = bits[63:16] # stored as (data_word >> 0x10) in low 46 bits of local_58
class CDNA_PKT_2(PacketType):
"""pkt_fmt=2: 64-bit packet (case 0x4)"""
encoding = bits[3:0] == 2
unk_0 = bits[6:5] # (data >> 5) & 3
unk_1 = bits[7:7] # (data >> 7) + 1 & 1
unk_padding = bits[63:8]
class CDNA_WAVESTART(PacketType):
"""pkt_fmt=3: 32-bit WAVESTART packet (case 0x8)"""
encoding = bits[3:0] == 3
unk_0 = bits[5:5] # (data >> 5) & 1
unk_1 = bits[9:6] # (data >> 6) & 0xf
wave = bits[13:10] # (data >> 10) & 0xf
simd = bits[15:14] # (data >> 0xe) & 3
cu = bits[17:16] # (data >> 0x10) & 3
unk_5 = bits[19:18] # (data >> 0x12) & 3
unk_6 = bits[28:22] # (data >> 0x16) & 0x7f
unk_padding = bits[31:29]
class CDNA_PKT_4(PacketType):
"""pkt_fmt=4: 16-bit packet (case 0xc, same as 0x8/0x14)"""
encoding = bits[3:0] == 4
unk_0 = bits[5:5] # (data_word >> 5) & 1
unk_1 = bits[9:6] # (data_word >> 6) & 0xf
unk_2 = bits[13:10] # (data_word >> 10) & 0xf
unk_3 = bits[15:14] # (data_word >> 0xe)
class CDNA_PKT_5(PacketType):
"""pkt_fmt=5: 48-bit packet (case 0x10)"""
encoding = bits[3:0] == 5
unk_0 = bits[6:5] # (data >> 5) & 3
unk_1 = bits[7:7] # (data >> 7) + 1 & 1
unk_2 = bits[15:9] # (data >> 9) & 0x7f
unk_padding = bits[47:16]
class CDNA_WAVEEND(PacketType):
"""pkt_fmt=6: 16-bit WAVEEND packet (case 0x14, same as 0x8/0xc)"""
encoding = bits[3:0] == 6
unk_0 = bits[5:5] # (data_word >> 5) & 1
unk_1 = bits[9:6] # (data_word >> 6) & 0xf
wave = bits[13:10] # (data_word >> 10) & 0xf
simd = bits[15:14] # (data_word >> 0xe)
class CDNA_EXEC(PacketType):
"""pkt_fmt=10: 16-bit EXEC packet (case 0x24)"""
encoding = bits[3:0] == 10
unk_0 = bits[8:5] # (data_word >> 5) & 0xf
unk_1 = bits[10:9] # (data_word >> 9) & 3
unk_2 = bits[15:11] # (data_word >> 0xb)
class CDNA_PKT_11(PacketType):
"""pkt_fmt=11: 64-bit packet (case 0x28)"""
encoding = bits[3:0] == 11
unk_0 = bits[8:5] # (data_word >> 5) & 0xf
unk_1 = bits[10:9] # (data_word >> 9) & 3
unk_2 = bits[15:15] # (data_word >> 0xf) & 1
unk_padding = bits[63:16]
class CDNA_INST(PacketType):
"""pkt_fmt=13: 32-bit INST packet (case 0x30)"""
encoding = bits[3:0] == 13
unk_0 = bits[6:5] # (data >> 5) & 3
unk_1 = bits[9:8] # (data >> 8) & 3
unk_2 = bits[11:10] # (data >> 10) & 3
unk_3 = bits[13:12] # (data >> 0xc) & 3
unk_4 = bits[15:14] # (data >> 0xe) & 3
unk_5 = bits[19:18] # (data >> 0x12) & 3
unk_6 = bits[21:20] # (data >> 0x14) & 3
unk_7 = bits[23:22] # (data >> 0x16) & 3
unk_8 = bits[25:24] # (data >> 0x18) & 3
unk_9 = bits[27:26] # (data >> 0x1a) & 3
unk_padding = bits[31:28]
class CDNA_PKT_14(PacketType):
"""pkt_fmt=14: 64-bit packet (case 0x34)"""
encoding = bits[3:0] == 14
unk_0 = bits[5:5] # (data >> 5) & 1
unk_1 = bits[9:6] # (data >> 6) & 0xf
unk_2 = bits[11:10] # (data >> 10) & 3
unk_3 = bits[24:12] # (data >> 0xc) & 0x1fff
unk_4 = bits[37:25] # (data >> 0x19) & 0x1fff
unk_5 = bits[50:38] # (data >> 0x26) & 0x1fff
unk_6 = bits[51:51] # (data >> 0x33) & 1
unk_padding = bits[63:52]
class CDNA_PKT_15(PacketType):
"""pkt_fmt=15: 48-bit packet (case 0x38, same as 0x10)"""
encoding = bits[3:0] == 15
unk_0 = bits[6:5] # (data >> 5) & 3
unk_1 = bits[7:7] # (data >> 7) + 1 & 1
unk_2 = bits[15:9] # (data >> 9) & 0x7f
unk_padding = bits[47:16]
CDNA_PKT_TYPES: dict[int, type[PacketType]] = {
0: CDNA_DELTA, 1: CDNA_TIMESTAMP, 2: CDNA_PKT_2, 3: CDNA_WAVESTART, 4: CDNA_PKT_4,
5: CDNA_PKT_5, 6: CDNA_WAVEEND, 10: CDNA_EXEC, 11: CDNA_PKT_11, 13: CDNA_INST, 14: CDNA_PKT_14, 15: CDNA_PKT_15,
}
# Validate CDNA packet definitions
for pkt_fmt, pkt_cls in CDNA_PKT_TYPES.items():
assert pkt_cls.encoding.default == pkt_fmt, f"{pkt_cls.__name__} encoding {pkt_cls.encoding.default} != pkt_fmt {pkt_fmt}"
assert CDNA_PKT_SIZES[pkt_fmt] * 2 == pkt_cls._size_nibbles, f"{pkt_cls.__name__} size {pkt_cls._size_nibbles//2} != {CDNA_PKT_SIZES[pkt_fmt]}"
def decode(data: bytes) -> Iterator[PacketType]:
"""Decode CDNA SQTT blob using 16-bit header format."""
pos, time, ts_offset = 0, 0, None
while pos + 2 <= len(data):
header = int.from_bytes(data[pos:pos+2], 'little')
pkt_fmt = header & 0xf
pkt_size = CDNA_PKT_SIZES[pkt_fmt]
if pos + pkt_size > len(data): break
raw = int.from_bytes(data[pos:pos+pkt_size], 'little')
# pkt_fmt=0 has delta in bits[11:4], accumulate it
if pkt_fmt == 0: time += ((raw >> 4) & 0xff) * 4
# pkt_fmt=1 with unk_0=0 is absolute timestamp - use it to anchor time
if pkt_fmt == 1 and ((raw >> 4) & 0xfff) == 0:
abs_ts = raw >> 16
if ts_offset is None: ts_offset = abs_ts - time # first timestamp: save offset
else: time = ((abs_ts - ts_offset) & ~3) - 4 # subsequent: compute time, align to 4, subtract 4
pkt_cls = CDNA_PKT_TYPES[pkt_fmt]
yield pkt_cls.from_raw(raw, time)
pos += pkt_size
if __name__ == "__main__":
import sys, pickle
if len(sys.argv) < 2:
print("Usage: python sqtt_cdna.py <pkl_file>")
sys.exit(1)
with open(sys.argv[1], "rb") as f:
data = pickle.load(f)
sqtt_events = [e for e in data if type(e).__name__ == "ProfileSQTTEvent"]
for i, event in enumerate(sqtt_events):
print(f"\n=== event {i} ===")
for pkt in decode(event.blob):
print(f"{pkt._time:8}: {pkt}")
+122
View File
@@ -0,0 +1,122 @@
# maps SQTT trace packets to instructions.
from dataclasses import dataclass
from typing import Iterator
from extra.assembly.amd.sqtt import decode, print_packets, INST, VALUINST, IMMEDIATE, WAVESTART, WAVEEND, InstOp, PacketType, IMMEDIATE_MASK
from extra.assembly.amd.dsl import Inst
from extra.assembly.amd.autogen.rdna3.ins import SOPP, s_endpgm
from extra.assembly.amd.autogen.rdna3.enum import SOPPOp
@dataclass(frozen=True)
class InstructionInfo:
pc: int
wave: int
inst: Inst
def map_insts(data:bytes, lib:bytes, target:int) -> Iterator[tuple[PacketType, InstructionInfo|None]]:
"""maps SQTT packets to instructions, yields (packet, instruction_info or None)"""
# map pcs to insts
from tinygrad.viz.serve import amd_decode
pc_map = amd_decode(lib, target)
wave_pc:dict[int, int] = {}
# only processing packets on one [CU, SIMD] unit
def simd_select(p) -> bool: return getattr(p, "cu", 0) == 0 and getattr(p, "simd", 0) == 0
for p in decode(data):
if not simd_select(p): continue
if isinstance(p, WAVESTART):
assert p.wave not in wave_pc, "only one inflight wave per unit"
wave_pc[p.wave] = next(iter(pc_map))
continue
if isinstance(p, WAVEEND):
pc = wave_pc.pop(p.wave)
yield (p, InstructionInfo(pc, p.wave, s_endpgm()))
continue
# skip OTHER_ instructions, they don't belong to this unit
if isinstance(p, INST) and p.op.name.startswith("OTHER_"): continue
if isinstance(p, IMMEDIATE_MASK):
# immediate mask may yield multiple times per packet
for wave in range(16):
if p.mask & (1 << wave):
inst = pc_map[pc:=wave_pc[wave]]
# can this assert be more strict?
assert isinstance(inst, SOPP), f"IMMEDIATE_MASK packet must map to SOPP, got {inst}"
wave_pc[wave] += inst.size()
yield (p, InstructionInfo(pc, wave, inst))
continue
if isinstance(p, (VALUINST, INST, IMMEDIATE)):
inst = pc_map[pc:=wave_pc[p.wave]]
# s_delay_alu doesn't get a packet?
if isinstance(inst, SOPP) and inst.op in {SOPPOp.S_DELAY_ALU}:
wave_pc[p.wave] += inst.size()
inst = pc_map[pc:=wave_pc[p.wave]]
# identify a branch instruction, only used for asserts
is_branch = isinstance(inst, SOPP) and "BRANCH" in inst.op_name
if is_branch: assert isinstance(p, INST) and p.op in {InstOp.JUMP_NO, InstOp.JUMP}, f"branch can only be folowed by jump packets, got {p}"
# JUMP handling
if isinstance(p, INST) and p.op is InstOp.JUMP:
assert is_branch, f"JUMP packet must map to a branch instruction, got {inst}"
x = inst.simm16 & 0xffff
wave_pc[p.wave] += inst.size() + (x - 0x10000 if x & 0x8000 else x)*4
else:
if is_branch: assert inst.op != SOPPOp.S_BRANCH, f"S_BRANCH must have a JUMP packet, got {p}"
wave_pc[p.wave] += inst.size()
yield (p, InstructionInfo(pc, p.wave, inst))
continue
# for all other packets (VMEMEXEC, ALUEXEC, etc.), yield with None
yield (p, None)
# test to compare every packet with the rocprof decoder
def test_rocprof_inst_traces_match(sqtt, prg, target):
from tinygrad.viz.serve import amd_decode
from extra.sqtt.roc import decode as roc_decode, InstExec
addr_table = amd_decode(prg.lib, target)
disasm = {addr+prg.base:(inst.disasm(), inst.size()) for addr,inst in addr_table.items()}
rctx = roc_decode([sqtt], {prg.tag:disasm})
rwaves = rctx.inst_execs.get((sqtt.kern, sqtt.exec_tag), [])
rwaves_iter:dict[int, list[Iterator[InstExec]]] = {} # wave unit (0-15) -> list of inst trace iterators for all executions on that unit
for w in rwaves: rwaves_iter.setdefault(w.wave_id, []).append(w.unpack_insts())
passed_insts = 0
for pkt, info in map_insts(sqtt.blob, prg.lib, target):
if DEBUG >= 2: print_packets([pkt])
if info is None: continue
if DEBUG >= 2: print(f"{' '*29}{info.inst.disasm()}")
rocprof_inst = next(rwaves_iter[info.wave][0])
ref_pc = rocprof_inst.pc-prg.base
# always check pc matches
assert ref_pc == info.pc, f"pc mismatch {ref_pc}:{disasm[rocprof_inst.pc][0]} != {info.pc}:{info.inst.disasm()}"
# special handling for s_endpgm, it marks the wave completion.
if info.inst == s_endpgm():
completed_wave = list(rwaves_iter[info.wave].pop(0))
assert len(completed_wave) == 0, f"incomplete instructions in wave {info.wave}"
# otherwise the packet timestamp is time + "stall"
else:
assert pkt._time == rocprof_inst.time+rocprof_inst.stall
passed_insts += 1
for k,v in rwaves_iter.items():
assert len(v) == 0, f"incomplete wave {k}"
if len(rwaves):
print(f"passed for {passed_insts} instructions across {len(rwaves)} waves scheduled on {len(rwaves_iter)} wave units")
if __name__ == "__main__":
import argparse, pickle, pathlib
from tinygrad.helpers import temp, DEBUG
parser = argparse.ArgumentParser()
parser.add_argument('--profile', type=pathlib.Path, metavar="PATH", help='Path to profile (optional file, default: latest profile)',
default=pathlib.Path(temp("profile.pkl", append_user=True)))
parser.add_argument('--kernel', type=str, default=None, metavar="NAME", help='Kernel to focus on (optional name, default: all kernels)')
args = parser.parse_args()
with open(args.profile, "rb") as f:
data = pickle.load(f)
sqtt_events = [e for e in data if type(e).__name__ == "ProfileSQTTEvent"]
kern_events = {e.tag:e for e in data if type(e).__name__ == "ProfileProgramEvent"}
target = next((e for e in data if type(e).__name__ == "ProfileDeviceEvent" and e.device.startswith("AMD"))).props["gfx_target_version"]
for e in sqtt_events:
if args.kernel is not None and args.kernel != e.kern: continue
if not e.itrace: continue
print(f"==== {e.kern}")
test_rocprof_inst_traces_match(e, kern_events[e.kern], target)
+97 -23
View File
@@ -6,7 +6,9 @@ from pathlib import Path
# Set AMD=1 before importing tinygrad
os.environ["AMD"] = "1"
from extra.assembly.amd.emu import run_asm as python_run_asm, set_valid_mem_ranges, decode_program
from extra.assembly.amd.emu import run_asm as python_run_asm, decode_program
from extra.assembly.amd import decode_inst
from extra.assembly.amd.autogen.rdna3.ins import SOPP, SOPPOp
REMU_PATH = Path(__file__).parents[3] / "remu/target/release/libremu.so"
if not REMU_PATH.exists():
@@ -64,6 +66,55 @@ def benchmark_emulator(name: str, run_fn, kernel: bytes, global_size, local_size
return sum(times) / len(times)
def profile_instructions(kernel: bytes):
"""Profile individual instruction compile times."""
from extra.assembly.amd.emu import _get_runner, _canonical_runner_cache
from tinygrad.helpers import Context
_get_runner.cache_clear()
_canonical_runner_cache.clear()
results = []
i = 0
while i < len(kernel):
inst = decode_inst(kernel[i:])
if isinstance(inst, SOPP) and inst.op == SOPPOp.S_CODE_END: break
inst_bytes = bytes(kernel[i:i + inst.size() + 4])
try: inst_str = repr(inst)
except Exception: inst_str = f"<{type(inst).__name__}>"
# Time the full compile (sink + render + compile)
start = time.perf_counter()
with Context(CCACHE=0):
runner, is_new = _get_runner(inst_bytes)
compile_time = time.perf_counter() - start
results.append({
'inst_str': inst_str + ('' if is_new else ' [CACHED]'),
'compile_ms': compile_time * 1000 if is_new else 0,
})
i += inst.size()
return sorted(results, key=lambda x: x['compile_ms'], reverse=True)
def benchmark_python_split(kernel: bytes, global_size, local_size, args_ptr, rsrc2: int, iterations: int = 5):
"""Benchmark Python emulator with compile and execution times."""
from extra.assembly.amd.emu import _get_runner, _canonical_runner_cache
from tinygrad.helpers import Context
_get_runner.cache_clear()
_canonical_runner_cache.clear()
decode_program.cache_clear()
# Measure compile time (decode_program builds sinks, renders, and compiles)
compile_start = time.perf_counter()
with Context(CCACHE=0):
program = decode_program(kernel)
compile_time = time.perf_counter() - compile_start
n_compiled = len(_canonical_runner_cache)
# Execution time
exec_time = benchmark_emulator("Python", python_run_asm, kernel, global_size, local_size, args_ptr, rsrc2, iterations)
return compile_time, exec_time, len(program), n_compiled
def get_tinygrad_kernel(op_name: str) -> tuple[bytes, tuple, tuple, list[int], dict[int, bytes], int] | None:
"""Get a real tinygrad kernel by operation name. Returns (code, global_size, local_size, buf_sizes, buf_data, rsrc2)."""
try:
@@ -119,14 +170,36 @@ def get_tinygrad_kernel(op_name: str) -> tuple[bytes, tuple, tuple, list[int], d
print(f" Error getting kernel: {e}")
return None
TINYGRAD_TESTS = ["add", "mul", "reduce_sum", "softmax", "exp", "gelu", "matmul_small"]
TINYGRAD_TESTS = ["add", "mul", "reduce_sum", "softmax", "exp", "sin", "gelu", "matmul_small"]
def main():
import argparse
parser = argparse.ArgumentParser(description="Benchmark RDNA3 emulators")
parser.add_argument("--iterations", type=int, default=3, help="Number of iterations per benchmark")
parser.add_argument("--profile", type=str, default=None, help="Profile instructions for a specific kernel (e.g. 'sin')")
parser.add_argument("--top", type=int, default=20, help="Number of top instructions to show in profile")
args = parser.parse_args()
# Profile mode: show individual instruction timing
if args.profile:
kernel_info = get_tinygrad_kernel(args.profile)
if kernel_info is None:
print(f"Failed to get kernel for '{args.profile}'")
return
kernel = kernel_info[0]
print(f"Profiling instructions for '{args.profile}' kernel...")
print("=" * 110)
results = profile_instructions(kernel)
print(f"{'Instruction':<90} {'Compile(ms)':>12}")
print("-" * 110)
for r in results[:args.top]:
inst = r['inst_str'][:87] + "..." if len(r['inst_str']) > 90 else r['inst_str']
print(f"{inst:<90} {r['compile_ms']:>12.3f}")
print("-" * 110)
total = sum(r['compile_ms'] for r in results)
print(f"{'TOTAL':<90} {total:>12.3f}")
return
rust_remu = get_rust_remu()
if rust_remu is None:
print("Rust libremu not found. Build with: cargo build --release --manifest-path extra/remu/Cargo.toml")
@@ -149,44 +222,45 @@ def main():
continue
kernel, global_size, local_size, buf_sizes, buf_data, rsrc2 = kernel_info
n_insts = count_instructions(kernel)
buffers, args_arr, args_ptr, ranges = setup_buffers(buf_sizes, buf_data)
# Benchmark Python emulator (must be first to measure compile time before cache is populated)
py_compile, py_exec, n_insts, n_compiled = benchmark_python_split(kernel, global_size, local_size, args_ptr, rsrc2, args.iterations)
n_workgroups = global_size[0] * global_size[1] * global_size[2]
n_threads = local_size[0] * local_size[1] * local_size[2]
total_work = n_insts * n_workgroups * n_threads
print(f"{n_insts} insts × {n_workgroups} WGs × {n_threads} threads = {total_work:,} ops")
buffers, args_arr, args_ptr, ranges = setup_buffers(buf_sizes, buf_data)
set_valid_mem_ranges(ranges)
py_time = benchmark_emulator("Python", python_run_asm, kernel, global_size, local_size, args_ptr, rsrc2, args.iterations)
print(f"{n_insts} insts ({n_compiled} unique) × {n_workgroups} WGs × {n_threads} threads = {total_work:,} ops")
rust_time = benchmark_emulator("Rust", rust_remu.run_asm, kernel, global_size, local_size, args_ptr, rsrc2, args.iterations) if rust_remu else None
if py_time:
py_rate = total_work / py_time / 1e6
print(f" Python: {py_time*1000:8.3f} ms ({py_rate:7.2f} M ops/s)")
if py_compile is not None:
py_exec_rate = total_work / py_exec / 1e6
print(f" Compile: {py_compile*1000:8.3f} ms ({n_compiled} unique)")
print(f" Exec: {py_exec*1000:8.3f} ms ({py_exec_rate:7.2f} M ops/s)")
if rust_time:
rust_rate = total_work / rust_time / 1e6
speedup = py_time / rust_time if py_time else 0
print(f" Rust: {rust_time*1000:8.3f} ms ({rust_rate:7.2f} M ops/s) [{speedup:.1f}x faster]")
speedup = py_exec / rust_time if py_exec else 0
print(f" Rust: {rust_time*1000:8.3f} ms ({rust_rate:7.2f} M ops/s) [{speedup:.1f}x faster]")
results.append((op_name, n_insts, n_workgroups, py_time, rust_time))
results.append((op_name, n_insts, n_compiled, n_workgroups, py_compile, py_exec, rust_time))
# Summary table
print("\n" + "=" * 90)
print("\n" + "=" * 110)
print("SUMMARY")
print("=" * 90)
print(f"{'Name':<25} {'Insts':<8} {'WGs':<6} {'Python (ms)':<14} {'Rust (ms)':<14} {'Speedup':<10}")
print("-" * 90)
print("=" * 110)
print(f"{'Name':<16} {'Insts':<6} {'Unique':<6} {'WGs':<5} {'Compile (ms)':<14} {'Exec (ms)':<12} {'Rust (ms)':<12} {'Speedup':<10}")
print("-" * 110)
for name, n_insts, n_wgs, py_time, rust_time in results:
py_ms = f"{py_time*1000:.3f}" if py_time else "error"
for name, n_insts, n_compiled, n_wgs, py_compile, py_exec, rust_time in results:
compile_ms = f"{py_compile*1000:.3f}" if py_compile else "error"
exec_ms = f"{py_exec*1000:.3f}" if py_exec else "error"
if rust_time:
rust_ms = f"{rust_time*1000:.3f}"
speedup = f"{py_time/rust_time:.1f}x" if py_time else "N/A"
speedup = f"{py_exec/rust_time:.1f}x" if py_exec else "N/A"
else:
rust_ms, speedup = "N/A", "N/A"
print(f"{name:<25} {n_insts:<8} {n_wgs:<6} {py_ms:<14} {rust_ms:<14} {speedup:<10}")
print(f"{name:<16} {n_insts:<6} {n_compiled:<6} {n_wgs:<5} {compile_ms:<14} {exec_ms:<12} {rust_ms:<12} {speedup:<10}")
if __name__ == "__main__":
main()
@@ -1,196 +0,0 @@
# Usability tests for the RDNA3 ASM DSL
# These tests demonstrate how the DSL *should* work for a good user experience
# Currently many of these tests fail - they document desired behavior
import unittest
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import Inst, RawImm, SGPR, VGPR
class TestRegisterSliceSyntax(unittest.TestCase):
"""
Issue: Register slice syntax should use AMD assembly convention (inclusive end).
In AMD assembly, s[4:7] means registers s4, s5, s6, s7 (4 registers, inclusive).
The DSL should match this convention so that:
- s[4:7] gives 4 registers
- Disassembler output can be copied directly back into DSL code
Fix: Change _RegFactory.__getitem__ to use inclusive end:
key.stop - key.start + 1 (instead of key.stop - key.start)
"""
def test_register_slice_count(self):
# s[4:7] should give 4 registers: s4, s5, s6, s7 (AMD convention, inclusive)
reg = s[4:7]
self.assertEqual(reg.count, 4, "s[4:7] should give 4 registers (s4, s5, s6, s7)")
def test_register_slice_roundtrip(self):
# Round-trip: DSL -> disasm -> DSL should preserve register count
reg = s[4:7] # 4 registers in AMD convention
inst = s_load_b128(reg, s[0:1], NULL, 0)
disasm = inst.disasm()
# Disasm shows s[4:7] - user should be able to copy this back
self.assertIn("s[4:7]", disasm)
# And s[4:7] in DSL should give the same 4 registers
reg_from_disasm = s[4:7]
self.assertEqual(reg_from_disasm.count, 4, "s[4:7] from disasm should give 4 registers")
class TestReprReadability(unittest.TestCase):
"""
Issue: repr() leaks internal RawImm type and omits zero-valued fields.
When you create v_mov_b32_e32(v[0], v[1]), the repr shows:
VOP1(op=1, src0=RawImm(257))
Problems:
1. vdst=v[0] is omitted because 0 is treated as "default"
2. src0 shows RawImm(257) instead of v[1]
3. User sees encoded values (257 = 256 + 1) instead of register names
Expected repr: VOP1(op=1, vdst=v[0], src0=v[1])
"""
def test_repr_shows_registers_not_raw_imm(self):
inst = v_mov_b32_e32(v[0], v[1])
# Should show v[1], not RawImm(257)
self.assertNotIn("RawImm", repr(inst), "repr should not expose RawImm internal type")
self.assertIn("v[1]", repr(inst), "repr should show register name")
def test_repr_includes_zero_dst(self):
inst = v_mov_b32_e32(v[0], v[1])
# v[0] is a valid destination register, should be shown
self.assertIn("vdst", repr(inst), "repr should include vdst even when 0")
def test_repr_roundtrip(self):
# repr should produce something that can be eval'd back
inst = v_mov_b32_e32(v[0], v[1])
# This would require repr to output valid Python, e.g.:
# "VOP1(op=VOP1Op.V_MOV_B32, vdst=v[0], src0=v[1])"
r = repr(inst)
# At minimum, it should be human-readable
self.assertIn("v[", r, "repr should show register syntax")
class TestInstructionEquality(unittest.TestCase):
"""
Issue: No __eq__ method - instruction comparison requires repr() workaround.
Two identical instructions should compare equal with ==, but currently:
inst1 == inst2 returns False
The test_handwritten.py works around this with:
self.assertEqual(repr(self.inst), repr(reasm))
"""
def test_identical_instructions_equal(self):
inst1 = v_mov_b32_e32(v[0], v[1])
inst2 = v_mov_b32_e32(v[0], v[1])
self.assertEqual(inst1, inst2, "identical instructions should be equal")
def test_different_instructions_not_equal(self):
inst1 = v_mov_b32_e32(v[0], v[1])
inst2 = v_mov_b32_e32(v[0], v[2])
self.assertNotEqual(inst1, inst2, "different instructions should not be equal")
class TestVOPDHelperSignature(unittest.TestCase):
"""
Issue: VOPD helper functions have confusing semantics.
v_dual_mul_f32 is defined as:
v_dual_mul_f32 = functools.partial(VOPD, VOPDOp.V_DUAL_MUL_F32)
This binds VOPDOp.V_DUAL_MUL_F32 to the FIRST positional arg of VOPD.__init__,
which is 'opx'. So v_dual_mul_f32 sets the X operation.
But then test_dual_mul in test_handwritten.py does:
v_dual_mul_f32(VOPDOp.V_DUAL_MUL_F32, vdstx=v[0], ...)
This passes V_DUAL_MUL_F32 as the SECOND positional arg (opy), making both
X and Y operations the same. This is confusing because:
1. The function name suggests it handles the X operation
2. But you still pass an opcode as the first arg (which becomes opy)
Expected: Either make the helper fully specify both ops, or make the
signature clearer about what the positional arg means.
"""
def test_vopd_helper_opy_should_be_required(self):
# Using only keyword args "works" but opy silently defaults to 0
inst = v_dual_mul_f32(vdstx=v[0], vdsty=v[1], srcx0=v[2], vsrcx1=v[3], srcy0=v[4], vsrcy1=v[5])
self.assertEqual(inst.opx, VOPDOp.V_DUAL_MUL_F32)
# Bug: opy defaults to 0 (V_DUAL_FMAC_F32) silently - should require explicit opy
# This test documents the bug - it should fail once fixed
self.assertNotEqual(inst.opy, VOPDOp.V_DUAL_FMAC_F32, "opy should not silently default to FMAC")
def test_vopd_helper_positional_arg_is_opy(self):
# The first positional arg after the partial becomes opy, not a second opx
inst = v_dual_mul_f32(VOPDOp.V_DUAL_MOV_B32, vdstx=v[0], vdsty=v[1], srcx0=v[2], vsrcx1=v[3], srcy0=v[4], vsrcy1=v[5])
self.assertEqual(inst.opx, VOPDOp.V_DUAL_MUL_F32) # From partial
self.assertEqual(inst.opy, VOPDOp.V_DUAL_MOV_B32) # From first positional arg
class TestFieldAccessPreservesType(unittest.TestCase):
"""
Issue: Field access loses type information.
After creating an instruction, accessing fields returns encoded int values:
inst = v_mov_b32_e32(v[0], v[1])
inst.vdst # returns 0, not VGPR(0)
This makes it impossible to round-trip register types through field access.
"""
def test_vdst_returns_register(self):
inst = v_mov_b32_e32(v[5], v[1])
vdst = inst.vdst
# Should return a VGPR, not an int
self.assertIsInstance(vdst, (VGPR, int), "vdst should return VGPR or at least be usable")
# Ideally: self.assertIsInstance(vdst, VGPR)
def test_src_returns_register_for_vgpr_source(self):
inst = v_mov_b32_e32(v[0], v[1])
# src0 is encoded as 257 (256 + 1 for v1)
# Ideally it should decode back to v[1]
src0_raw = inst._values.get('src0')
# Currently returns RawImm(257), should return VGPR(1) or similar
self.assertNotIsInstance(src0_raw, RawImm, "source should not be RawImm internally")
class TestArgumentDiscoverability(unittest.TestCase):
"""
Issue: No clear signature for positional arguments.
inspect.signature(s_load_b128) shows: (*args, literal=None, **kwargs)
Users have no way to know the argument order without reading source code.
The order is implicitly defined by the class field definition order.
Possible fixes:
1. Add explicit parameter names to functools.partial
2. Generate type stubs with proper signatures
3. Add docstrings listing the expected arguments
"""
def test_signature_has_named_params(self):
import inspect
sig = inspect.signature(s_load_b128)
params = list(sig.parameters.keys())
# Currently: ['args', 'literal', 'kwargs'] (from *args, literal=None, **kwargs)
# Expected: something like ['sdata', 'sbase', 'soffset', 'offset', 'literal']
self.assertIn('sdata', params, "signature should show field names")
class TestSpecialConstants(unittest.TestCase):
"""
Issue: NULL and other constants are IntEnum values that might be confusing.
NULL = SrcEnum.NULL = 124, but users might expect NULL to be a special object
that clearly represents "no register" rather than a magic number.
"""
def test_null_has_clear_repr(self):
# NULL should have a clear string representation
self.assertIn("NULL", str(NULL) or repr(NULL), "NULL should be clearly identifiable")
def test_null_is_distinguishable_from_int(self):
# NULL should be distinguishable from the raw integer 124
self.assertNotEqual(type(NULL), int, "NULL should not be plain int")
if __name__ == "__main__":
unittest.main()
+10 -38
View File
@@ -5,6 +5,7 @@ from dataclasses import dataclass
@dataclass
class KernelInfo:
code: bytes
src: str
global_size: tuple[int, int, int]
local_size: tuple[int, int, int]
buf_idxs: list[int] # indices into shared buffer pool
@@ -23,44 +24,15 @@ def get_llvm_objdump():
if shutil.which(p): return p
raise FileNotFoundError("llvm-objdump not found")
# ═══════════════════════════════════════════════════════════════════════════════
# EXECUTION CONTEXT (for testing compiled pseudocode)
# ═══════════════════════════════════════════════════════════════════════════════
ARCH_TO_TARGET:dict[str, list[str]] = {
"rdna3":["gfx1100"],
"rdna4":["gfx1200"],
"cdna":["gfx950", "gfx942"],
}
class ExecContext:
"""Context for running compiled pseudocode in tests."""
def __init__(self, s0=0, s1=0, s2=0, d0=0, scc=0, vcc=0, lane=0, exec_mask=0xffffffff, literal=0, vgprs=None, src0_idx=0, vdst_idx=0):
from extra.assembly.amd.pcode import Reg, MASK32, MASK64, TypedView
self._Reg, self._MASK64, self._TypedView = Reg, MASK64, TypedView
self.S0, self.S1, self.S2 = Reg(s0), Reg(s1), Reg(s2)
self.D0, self.D1 = Reg(d0), Reg(0)
self.SCC, self.VCC, self.EXEC = Reg(scc), Reg(vcc), Reg(exec_mask)
self.tmp, self.saveexec = Reg(0), Reg(exec_mask)
self.lane, self.laneId, self.literal = lane, lane, literal
self.SIMM16, self.SIMM32 = Reg(literal), Reg(literal)
self.VGPR = vgprs if vgprs is not None else {}
self.SRC0, self.VDST = Reg(src0_idx), Reg(vdst_idx)
TARGET_TO_ARCH:dict[str, str] = {t:arch for arch,targets in ARCH_TO_TARGET.items() for t in targets}
def run(self, code: str):
"""Execute compiled code."""
import extra.assembly.amd.pcode as pcode
ns = {k: getattr(pcode, k) for k in dir(pcode) if not k.startswith('_')}
# Also include underscore-prefixed helpers that compiled pseudocode uses
for k in ['_pack', '_pack32']:
if hasattr(pcode, k): ns[k] = getattr(pcode, k)
ns.update({
'S0': self.S0, 'S1': self.S1, 'S2': self.S2, 'D0': self.D0, 'D1': self.D1,
'SCC': self.SCC, 'VCC': self.VCC, 'EXEC': self.EXEC,
'EXEC_LO': self._TypedView(self.EXEC, 31, 0), 'EXEC_HI': self._TypedView(self.EXEC, 63, 32),
'tmp': self.tmp, 'saveexec': self.saveexec,
'lane': self.lane, 'laneId': self.laneId, 'literal': self.literal,
'SIMM16': self.SIMM16, 'SIMM32': self.SIMM32, 'VGPR': self.VGPR, 'SRC0': self.SRC0, 'VDST': self.VDST,
})
exec(code, ns)
def _sync(ctx_reg, ns_val):
if isinstance(ns_val, self._Reg): ctx_reg._val = ns_val._val
else: ctx_reg._val = int(ns_val) & self._MASK64
for name in ('SCC', 'VCC', 'EXEC', 'D0', 'D1', 'tmp', 'saveexec'):
if ns.get(name) is not getattr(self, name): _sync(getattr(self, name), ns[name])
def get_target(arch:str) -> str: return ARCH_TO_TARGET[arch][0]
def result(self) -> dict: return {"d0": self.D0._val, "scc": self.SCC._val & 1}
def get_mattr(arch:str) -> str:
return {"rdna3":"+real-true16,+wavefrontsize32", "rdna4":"+real-true16,+wavefrontsize32", "cdna":"+wavefrontsize64"}[arch]
+104 -25
View File
@@ -1,23 +1,70 @@
"""Test infrastructure for hardware-validated RDNA3 emulator tests.
Uses run_asm() with memory output, so tests can run on both emulator and real hardware.
Set USE_HW=1 to run on both emulator and real hardware, comparing results.
Set USE_HW=1 to run on both emulator and hardware, comparing results.
"""
import ctypes, os, struct
import ctypes, math, os, struct
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import RawImm
from extra.assembly.amd.emu import WaveState, run_asm, set_valid_mem_ranges
from extra.assembly.amd.pcode import _i32, _f32
VCC = SrcEnum.VCC_LO # For VOP3SD sdst field
from extra.assembly.amd.emu import run_asm
from extra.assembly.amd.dsl import NULL, SCC, VCC_LO, VCC_HI, EXEC_LO, EXEC_HI, M0
def _i32(f: float) -> int: return struct.unpack('<I', struct.pack('<f', f))[0]
def _f32(i: int) -> float: return struct.unpack('<f', struct.pack('<I', i & 0xFFFFFFFF))[0]
# f16 conversion helpers
def f16(i: int) -> float: return struct.unpack('<e', struct.pack('<H', i & 0xFFFF))[0]
def f32_to_f16(f: float) -> int:
f = float(f)
if math.isnan(f): return 0x7e00
if math.isinf(f): return 0x7c00 if f > 0 else 0xfc00
try: return struct.unpack('<H', struct.pack('<e', f))[0]
except OverflowError: return 0x7c00 if f > 0 else 0xfc00
# For backwards compatibility with tests using SrcEnum.NULL etc.
class SrcEnum:
NULL = NULL
VCC_LO = VCC_LO
VCC_HI = VCC_HI
EXEC_LO = EXEC_LO
EXEC_HI = EXEC_HI
SCC = SCC
M0 = M0
POS_HALF = 0.5
NEG_HALF = -0.5
POS_ONE = 1.0
NEG_ONE = -1.0
POS_TWO = 2.0
NEG_TWO = -2.0
POS_FOUR = 4.0
NEG_FOUR = -4.0
VCC = VCC_LO # For VOP3SD sdst field (VCC_LO is exported from dsl)
USE_HW = os.environ.get("USE_HW", "0") == "1"
FLOAT_TOLERANCE = 1e-5
# Output buffer layout: vgpr[16][32], sgpr[16], vcc, scc
def get_gpu_target() -> tuple[int, int, int]:
"""Get the GPU target as (major, minor, stepping) tuple."""
if not USE_HW: return (0, 0, 0)
from tinygrad.device import Device
return Device["AMD"].target
def skip_unless_gfx(min_major: int, min_minor: int = 0, reason: str = ""):
"""Skip test if GPU target is below the minimum required version."""
import unittest
def decorator(test_func):
if not USE_HW: return test_func
target = get_gpu_target()
if target[0] < min_major or (target[0] == min_major and target[1] < min_minor):
return unittest.skip(reason or f"requires gfx{min_major}{min_minor}0+")(test_func)
return test_func
return decorator
# Output buffer layout: vgpr[16][32], sgpr[16], vcc, scc, exec
N_VGPRS, N_SGPRS, WAVE_SIZE = 16, 16, 32
VGPR_BYTES = N_VGPRS * WAVE_SIZE * 4 # 16 regs * 32 lanes * 4 bytes = 2048
SGPR_BYTES = N_SGPRS * 4 # 16 regs * 4 bytes = 64
OUT_BYTES = VGPR_BYTES + SGPR_BYTES + 8 # + vcc + scc
OUT_BYTES = VGPR_BYTES + SGPR_BYTES + 12 # + vcc + scc + exec
# Float conversion helpers
def f2i(f: float) -> int: return _i32(f)
@@ -28,6 +75,14 @@ def i642f(i: int) -> float: return struct.unpack('<d', struct.pack('<Q', i))[0]
def assemble(instructions: list) -> bytes:
return b''.join(inst.to_bytes() for inst in instructions)
# Simple WaveState class for test output parsing (mirrors emu.py interface for tests)
class WaveState:
def __init__(self):
self.vgpr = [[0] * 256 for _ in range(32)] # vgpr[lane][reg]
self.sgpr = [0] * 128
self.vcc = 0
self.scc = 0
def get_prologue_epilogue(n_lanes: int) -> tuple[list, list]:
"""Generate prologue and epilogue instructions for state capture."""
prologue = [
@@ -39,29 +94,36 @@ def get_prologue_epilogue(n_lanes: int) -> tuple[list, list]:
prologue.append(v_mov_b32_e32(v[i], 0))
for i in range(N_SGPRS):
prologue.append(s_mov_b32(s[i], 0))
prologue.append(s_mov_b32(s[SrcEnum.VCC_LO - 128], 0))
prologue.append(s_mov_b32(VCC_LO, 0))
epilogue = [
s_mov_b32(s[90], SrcEnum.VCC_LO),
s_mov_b32(s[90], VCC_LO),
s_cselect_b32(s[91], 1, 0),
s_load_b64(s[92:93], s[80], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# Save EXEC early (before we modify it for VGPR stores)
s_mov_b32(s[95], EXEC_LO),
# Restore EXEC to all active lanes for VGPR stores (test may have modified EXEC)
s_mov_b32(EXEC_LO, (1 << n_lanes) - 1),
s_load_b64(s[92:93], s[80:81], 0, soffset=NULL),
s_waitcnt(0), # simm16=0 waits for all
v_lshlrev_b32_e32(v[240], 2, v[255]),
]
for i in range(N_VGPRS):
epilogue.append(global_store_b32(addr=v[240], data=v[i], saddr=s[92], offset=i * WAVE_SIZE * 4))
epilogue.append(global_store_b32(addr=v[240], data=v[i], saddr=s[92:93], offset=i * WAVE_SIZE * 4))
epilogue.append(v_mov_b32_e32(v[241], 0))
epilogue.append(v_cmp_eq_u32_e32(v[255], v[241]))
epilogue.append(s_and_saveexec_b32(s[94], SrcEnum.VCC_LO))
epilogue.append(s_and_saveexec_b32(s[94], VCC_LO))
epilogue.append(v_mov_b32_e32(v[240], 0))
for i in range(N_SGPRS):
epilogue.append(v_mov_b32_e32(v[243], s[i]))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92], offset=VGPR_BYTES + i * 4))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92:93], offset=VGPR_BYTES + i * 4))
epilogue.append(v_mov_b32_e32(v[243], s[90]))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92], offset=VGPR_BYTES + SGPR_BYTES))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92:93], offset=VGPR_BYTES + SGPR_BYTES))
epilogue.append(v_mov_b32_e32(v[243], s[91]))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92], offset=VGPR_BYTES + SGPR_BYTES + 4))
epilogue.append(s_mov_b32(s[SrcEnum.EXEC_LO - 128], s[94]))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92:93], offset=VGPR_BYTES + SGPR_BYTES + 4))
# Store EXEC (saved earlier in s[95])
epilogue.append(v_mov_b32_e32(v[243], s[95]))
epilogue.append(global_store_b32(addr=v[240], data=v[243], saddr=s[92:93], offset=VGPR_BYTES + SGPR_BYTES + 8))
epilogue.append(s_mov_b32(EXEC_LO, s[94]))
epilogue.append(s_endpgm())
return prologue, epilogue
@@ -76,6 +138,8 @@ def parse_output(out_buf: bytes, n_lanes: int) -> WaveState:
st.sgpr[i] = struct.unpack_from('<I', out_buf, VGPR_BYTES + i * 4)[0]
st.vcc = struct.unpack_from('<I', out_buf, VGPR_BYTES + SGPR_BYTES)[0]
st.scc = struct.unpack_from('<I', out_buf, VGPR_BYTES + SGPR_BYTES + 4)[0]
# Store EXEC in its proper location (index 126)
st.sgpr[EXEC_LO.offset] = struct.unpack_from('<I', out_buf, VGPR_BYTES + SGPR_BYTES + 8)[0]
return st
def run_program_emu(instructions: list, n_lanes: int = 1) -> WaveState:
@@ -91,10 +155,10 @@ def run_program_emu(instructions: list, n_lanes: int = 1) -> WaveState:
kernel_buf = (ctypes.c_char * len(code)).from_buffer_copy(code)
lib_ptr = ctypes.addressof(kernel_buf)
set_valid_mem_ranges({(out_addr, OUT_BYTES), (args_ptr, 8)})
# rsrc2: USER_SGPR_COUNT=2, ENABLE_SGPR_WORKGROUP_ID_X/Y/Z=1, LDS_SIZE=128 (64KB)
rsrc2 = 0x19c | (128 << 15)
result = run_asm(lib_ptr, len(code), 1, 1, 1, n_lanes, 1, 1, args_ptr, rsrc2)
scratch_size = 0x10000 # 64KB per lane, matches .amdhsa_private_segment_fixed_size in run_program_hw
result = run_asm(lib_ptr, len(code), 1, 1, 1, n_lanes, 1, 1, args_ptr, rsrc2, scratch_size)
assert result == 0, f"run_asm failed with {result}"
return parse_output(bytes(out_buf), n_lanes)
@@ -129,6 +193,8 @@ test:
.amdhsa_user_sgpr_kernarg_segment_ptr 1
.amdhsa_kernarg_size 8
.amdhsa_group_segment_fixed_size 65536
.amdhsa_private_segment_fixed_size 65536
.amdhsa_enable_private_segment 1
.end_amdhsa_kernel
.amdgpu_metadata
@@ -141,7 +207,7 @@ amdhsa.kernels:
.symbol: test.kd
.kernarg_segment_size: 8
.group_segment_fixed_size: 65536
.private_segment_fixed_size: 0
.private_segment_fixed_size: 65536
.kernarg_segment_align: 8
.wavefront_size: 32
.sgpr_count: 96
@@ -155,6 +221,7 @@ amdhsa.kernels:
prg = AMDProgram(dev, "test", lib)
out_gpu = dev.allocator.alloc(OUT_BYTES)
assert out_gpu.va_addr % 16 == 0, f"buffer not 16-byte aligned: 0x{out_gpu.va_addr:x}"
prg(out_gpu, global_size=(1, 1, 1), local_size=(n_lanes, 1, 1), wait=True)
out_buf = bytearray(OUT_BYTES)
@@ -162,8 +229,12 @@ amdhsa.kernels:
return parse_output(bytes(out_buf), n_lanes)
def compare_wave_states(emu_st: WaveState, hw_st: WaveState, n_lanes: int, n_vgprs: int = N_VGPRS) -> list[str]:
"""Compare two WaveStates and return list of differences."""
def compare_wave_states(emu_st: WaveState, hw_st: WaveState, n_lanes: int, n_vgprs: int = N_VGPRS, ulp_tolerance: int = 0) -> list[str]:
"""Compare two WaveStates and return list of differences.
Args:
ulp_tolerance: Allow up to this many ULPs difference for float comparisons (0 = exact match required)
"""
import math
diffs = []
for i in range(n_vgprs):
@@ -174,6 +245,11 @@ def compare_wave_states(emu_st: WaveState, hw_st: WaveState, n_lanes: int, n_vgp
emu_f, hw_f = _f32(emu_val), _f32(hw_val)
if math.isnan(emu_f) and math.isnan(hw_f):
continue
# Check ULP difference for floats (only for same-sign values)
if ulp_tolerance > 0 and (emu_val < 0x80000000) == (hw_val < 0x80000000):
ulp_diff = abs(int(emu_val) - int(hw_val))
if ulp_diff <= ulp_tolerance:
continue
diffs.append(f"v[{i}] lane {lane}: emu=0x{emu_val:08x} ({emu_f:.6g}) hw=0x{hw_val:08x} ({hw_f:.6g})")
for i in range(N_SGPRS):
emu_val = emu_st.sgpr[i]
@@ -186,16 +262,19 @@ def compare_wave_states(emu_st: WaveState, hw_st: WaveState, n_lanes: int, n_vgp
diffs.append(f"scc: emu={emu_st.scc} hw={hw_st.scc}")
return diffs
def run_program(instructions: list, n_lanes: int = 1) -> WaveState:
def run_program(instructions: list, n_lanes: int = 1, ulp_tolerance: int = 0) -> WaveState:
"""Run instructions and return WaveState.
If USE_HW=1, runs on both emulator and hardware, compares results, and raises if they differ.
Otherwise, runs only on emulator.
Args:
ulp_tolerance: Allow up to this many ULPs difference for float comparisons (0 = exact match required)
"""
emu_st = run_program_emu(instructions, n_lanes)
if USE_HW:
hw_st = run_program_hw(instructions, n_lanes)
diffs = compare_wave_states(emu_st, hw_st, n_lanes)
diffs = compare_wave_states(emu_st, hw_st, n_lanes, ulp_tolerance=ulp_tolerance)
if diffs:
raise AssertionError(f"Emulator vs Hardware mismatch:\n" + "\n".join(diffs))
return hw_st
+158 -22
View File
@@ -20,7 +20,7 @@ class TestDS2Addr(unittest.TestCase):
v_mov_b32_e32(v[1], s[0]),
DS(DSOp.DS_STORE_2ADDR_B32, addr=v[10], data0=v[0], data1=v[1], vdst=v[0], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2], offset0=0, offset1=1),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2:3], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -39,9 +39,9 @@ class TestDS2Addr(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0x9ABCDEF0),
v_mov_b32_e32(v[3], s[0]),
DS(DSOp.DS_STORE_2ADDR_B64, addr=v[10], data0=v[0], data1=v[2], vdst=v[0], offset0=0, offset1=2),
DS(DSOp.DS_STORE_2ADDR_B64, addr=v[10], data0=v[0:1], data1=v[2:3], vdst=v[0], offset0=0, offset1=2),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_B64, addr=v[10], vdst=v[4], offset0=0, offset1=2),
DS(DSOp.DS_LOAD_2ADDR_B64, addr=v[10], vdst=v[4:7], offset0=0, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -64,7 +64,7 @@ class TestDS2AddrMore(unittest.TestCase):
v_mov_b32_e32(v[1], s[2]),
DS(DSOp.DS_STORE_2ADDR_B32, addr=v[10], data0=v[0], data1=v[1], vdst=v[0], offset0=2, offset1=5),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2], offset0=2, offset1=5),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2:3], offset0=2, offset1=5),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -88,7 +88,7 @@ class TestDS2AddrMore(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
ds_store_b32(addr=v[10], data0=v[0], offset0=12),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_B64, addr=v[10], vdst=v[4], offset0=0, offset1=1),
DS(DSOp.DS_LOAD_2ADDR_B64, addr=v[10], vdst=v[4:7], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -109,7 +109,7 @@ class TestDS2AddrMore(unittest.TestCase):
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0xDEADBEEF),
v_mov_b32_e32(v[4], s[2]), # Sentinel
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2], offset0=0, offset1=1),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[2:3], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -125,11 +125,11 @@ class TestDS2AddrMore(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0xCAFEBABE),
v_mov_b32_e32(v[1], s[2]),
ds_store_b64(addr=v[10], data0=v[0], offset0=0),
ds_store_b64(addr=v[10], data0=v[0:1], offset0=0),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0x12345678),
v_mov_b32_e32(v[4], s[2]), # Sentinel
ds_load_b64(addr=v[10], vdst=v[2], offset0=0),
ds_load_b64(addr=v[10], vdst=v[2:3], offset0=0),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -138,6 +138,100 @@ class TestDS2AddrMore(unittest.TestCase):
self.assertEqual(st.vgpr[0][4], 0x12345678, "v4 should be untouched")
class TestDSB96(unittest.TestCase):
"""Tests for DS_STORE_B96 and DS_LOAD_B96 (96-bit / 3 dwords)."""
def test_ds_store_load_b96(self):
"""DS_STORE_B96 stores 3 VGPRs, DS_LOAD_B96 loads them back."""
instructions = [
v_mov_b32_e32(v[10], 0),
s_mov_b32(s[0], 0x11111111),
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[1], s[0]),
s_mov_b32(s[0], 0x33333333),
v_mov_b32_e32(v[2], s[0]),
ds_store_b96(addr=v[10], data0=v[0:2]),
s_waitcnt(lgkmcnt=0),
ds_load_b96(addr=v[10], vdst=v[4:6]),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][4], 0x11111111, "v4 should have first dword")
self.assertEqual(st.vgpr[0][5], 0x22222222, "v5 should have second dword")
self.assertEqual(st.vgpr[0][6], 0x33333333, "v6 should have third dword")
def test_ds_store_b96_with_offset(self):
"""DS_STORE_B96 with non-zero offset."""
instructions = [
v_mov_b32_e32(v[10], 0),
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[1], s[0]),
s_mov_b32(s[0], 0xCCCCCCCC),
v_mov_b32_e32(v[2], s[0]),
DS(DSOp.DS_STORE_B96, addr=v[10], data0=v[0:2], offset0=12),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_B96, addr=v[10], vdst=v[4:6], offset0=12),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][4], 0xAAAAAAAA)
self.assertEqual(st.vgpr[0][5], 0xBBBBBBBB)
self.assertEqual(st.vgpr[0][6], 0xCCCCCCCC)
class TestDSB128(unittest.TestCase):
"""Tests for DS_STORE_B128 and DS_LOAD_B128 (128-bit / 4 dwords)."""
def test_ds_store_load_b128(self):
"""DS_STORE_B128 stores 4 VGPRs, DS_LOAD_B128 loads them back."""
instructions = [
v_mov_b32_e32(v[10], 0),
s_mov_b32(s[0], 0x11111111),
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[1], s[0]),
s_mov_b32(s[0], 0x33333333),
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0x44444444),
v_mov_b32_e32(v[3], s[0]),
ds_store_b128(addr=v[10], data0=v[0:3]),
s_waitcnt(lgkmcnt=0),
ds_load_b128(addr=v[10], vdst=v[4:7]),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][4], 0x11111111, "v4 should have first dword")
self.assertEqual(st.vgpr[0][5], 0x22222222, "v5 should have second dword")
self.assertEqual(st.vgpr[0][6], 0x33333333, "v6 should have third dword")
self.assertEqual(st.vgpr[0][7], 0x44444444, "v7 should have fourth dword")
def test_ds_store_b128_with_offset(self):
"""DS_STORE_B128 with non-zero offset."""
instructions = [
v_mov_b32_e32(v[10], 0),
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[1], s[0]),
s_mov_b32(s[0], 0xCCCCCCCC),
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xDDDDDDDD),
v_mov_b32_e32(v[3], s[0]),
DS(DSOp.DS_STORE_B128, addr=v[10], data0=v[0:3], offset0=16),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_B128, addr=v[10], vdst=v[4:7], offset0=16),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][4], 0xAAAAAAAA)
self.assertEqual(st.vgpr[0][5], 0xBBBBBBBB)
self.assertEqual(st.vgpr[0][6], 0xCCCCCCCC)
self.assertEqual(st.vgpr[0][7], 0xDDDDDDDD)
class TestDSAtomic(unittest.TestCase):
"""Tests for DS atomic operations."""
@@ -452,7 +546,7 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[1], s[0]),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B32, addr=v[10], data0=v[0], data1=v[1], vdst=v[0], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B32, addr=v[10], vdst=v[2], offset0=1, offset1=2),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B32, addr=v[10], vdst=v[2:3], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -471,9 +565,9 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0x9ABCDEF0),
v_mov_b32_e32(v[3], s[0]),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0], data1=v[2], vdst=v[0], offset0=1, offset1=2),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0:1], data1=v[2:3], vdst=v[0], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B64, addr=v[10], vdst=v[4], offset0=1, offset1=2),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B64, addr=v[10], vdst=v[4:7], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -496,9 +590,9 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[3], s[0]),
DS(DSOp.DS_STOREXCHG_2ADDR_RTN_B32, addr=v[10], data0=v[2], data1=v[3], vdst=v[4], offset0=0, offset1=1),
DS(DSOp.DS_STOREXCHG_2ADDR_RTN_B32, addr=v[10], data0=v[2], data1=v[3], vdst=v[4:5], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[6], offset0=0, offset1=1),
DS(DSOp.DS_LOAD_2ADDR_B32, addr=v[10], vdst=v[6:7], offset0=0, offset1=1),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -516,15 +610,15 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[0], s[0]), # initial low
s_mov_b32(s[0], 0xCAFEBABE),
v_mov_b32_e32(v[1], s[0]), # initial high
DS(DSOp.DS_STORE_B64, addr=v[10], data0=v[0], vdst=v[0], offset0=0),
DS(DSOp.DS_STORE_B64, addr=v[10], data0=v[0:1], vdst=v[0], offset0=0),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[0], 0x12345678),
v_mov_b32_e32(v[2], s[0]), # new low
s_mov_b32(s[0], 0x9ABCDEF0),
v_mov_b32_e32(v[3], s[0]), # new high
DS(DSOp.DS_STOREXCHG_RTN_B64, addr=v[10], data0=v[2], vdst=v[4], offset0=0),
DS(DSOp.DS_STOREXCHG_RTN_B64, addr=v[10], data0=v[2:3], vdst=v[4:5], offset0=0),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_B64, addr=v[10], vdst=v[6], offset0=0),
DS(DSOp.DS_LOAD_B64, addr=v[10], vdst=v[6:7], offset0=0),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -541,9 +635,9 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[1], s[0]),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0], data1=v[0], vdst=v[0], offset0=1, offset1=2),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0:1], data1=v[0:1], vdst=v[0], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B64, addr=v[10], vdst=v[2], offset0=1, offset1=2),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B64, addr=v[10], vdst=v[2:5], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -566,9 +660,9 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[3], s[0]),
DS(DSOp.DS_STOREXCHG_2ADDR_STRIDE64_RTN_B32, addr=v[10], data0=v[2], data1=v[3], vdst=v[4], offset0=1, offset1=2),
DS(DSOp.DS_STOREXCHG_2ADDR_STRIDE64_RTN_B32, addr=v[10], data0=v[2], data1=v[3], vdst=v[4:5], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B32, addr=v[10], vdst=v[6], offset0=1, offset1=2),
DS(DSOp.DS_LOAD_2ADDR_STRIDE64_B32, addr=v[10], vdst=v[6:7], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -585,13 +679,13 @@ class TestDS2AddrStride64(unittest.TestCase):
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[1], s[0]),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0], data1=v[0], vdst=v[0], offset0=1, offset1=2),
DS(DSOp.DS_STORE_2ADDR_STRIDE64_B64, addr=v[10], data0=v[0:1], data1=v[0:1], vdst=v[0], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[6], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[7], s[0]),
DS(DSOp.DS_STOREXCHG_2ADDR_STRIDE64_RTN_B64, addr=v[10], data0=v[6], data1=v[6], vdst=v[8], offset0=1, offset1=2),
DS(DSOp.DS_STOREXCHG_2ADDR_STRIDE64_RTN_B64, addr=v[10], data0=v[6:7], data1=v[6:7], vdst=v[8:11], offset0=1, offset1=2),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
@@ -625,5 +719,47 @@ class TestAtomicOrdering(unittest.TestCase):
self.assertEqual(st.vgpr[0][4], 150, "Final value should be 150")
class TestDsPermute(unittest.TestCase):
"""Tests for DS_PERMUTE_B32 and DS_BPERMUTE_B32 instructions."""
def test_ds_permute_b32_identity(self):
"""DS_PERMUTE_B32 with identity permutation (lane 0 sends to lane 0)."""
# For simplicity, test with single lane
instructions = [
v_mov_b32_e32(v[0], 0), # addr = 0 (lane 0)
v_mov_b32_e32(v[1], 0xDEADBEEF), # data
ds_permute_b32(v[2], v[0], v[1]),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
# Lane 0 sends to lane 0, so lane 0 gets 0xDEADBEEF
self.assertEqual(st.vgpr[0][2], 0xDEADBEEF)
def test_ds_bpermute_b32_identity(self):
"""DS_BPERMUTE_B32 with identity permutation (each lane reads from itself)."""
instructions = [
v_mov_b32_e32(v[0], 0), # addr = 0 (read from lane 0)
v_mov_b32_e32(v[1], 0xCAFEBABE), # data in lane 0
ds_bpermute_b32(v[2], v[0], v[1]),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=1)
# Lane 0 reads from lane 0's v[1]
self.assertEqual(st.vgpr[0][2], 0xCAFEBABE)
def test_ds_permute_b32_broadcast(self):
"""DS_PERMUTE_B32 broadcast - all lanes send to lane 0."""
# With 4 lanes, all sending to lane 0, highest lane wins
instructions = [
v_mov_b32_e32(v[0], 0), # All lanes send to addr 0 (lane 0)
v_mov_b32_e32(v[1], 0x11111111), # All lanes send same data
ds_permute_b32(v[2], v[0], v[1]),
s_waitcnt(lgkmcnt=0),
]
st = run_program(instructions, n_lanes=4)
# Lane 0 receives data (highest numbered active lane wins)
self.assertEqual(st.vgpr[0][2], 0x11111111)
if __name__ == '__main__':
unittest.main()
+39 -39
View File
@@ -11,7 +11,7 @@ class TestFlatAtomic(unittest.TestCase):
def _make_test(self, setup_instrs, atomic_instr, check_fn, test_offset=2000):
"""Helper to create atomic test instructions."""
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -30,12 +30,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 50),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_ADD_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_ADD_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 100)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -46,12 +46,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_SWAP_B32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_SWAP_B32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 0xAAAAAAAA)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -62,12 +62,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 0xFF00FF00),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0xFFFF0000),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_AND_B32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_AND_B32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 0xFF00FF00)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -78,12 +78,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 0x00FF0000),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0x0000FF00),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_OR_B32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_OR_B32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 0x00FF0000)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -94,12 +94,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 10),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 100), # threshold
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_INC_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_INC_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 10)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -110,12 +110,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 10),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_DEC_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_DEC_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 10)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -126,12 +126,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 30),
v_mov_b32_e32(v[3], s[0]), # sub 30
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_SUB_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_SUB_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 100, "v4 should have old value (100)")
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -142,12 +142,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0xFFFFFFFF),
v_mov_b32_e32(v[3], s[0]), # XOR mask
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_XOR_B32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_XOR_B32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 0xAAAAAAAA, "v4 should have old value")
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -158,12 +158,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 50),
v_mov_b32_e32(v[3], s[0]), # compare value (smaller)
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_MIN_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_MIN_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 100, "v4 should have old value (100)")
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -174,12 +174,12 @@ class TestFlatAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 50),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[3], s[0]), # compare value (larger)
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_MAX_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_MAX_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 50, "v4 should have old value (50)")
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -193,14 +193,14 @@ class TestFlatAtomic(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xCAFEBABE),
v_mov_b32_e32(v[3], s[0]),
global_store_b64(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b64(addr=v[0:1], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Threshold: 0xFFFFFFFF_FFFFFFFF
s_mov_b32(s[0], 0xFFFFFFFF),
v_mov_b32_e32(v[4], s[0]),
v_mov_b32_e32(v[5], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_INC_U64, addr=v[0], data=v[4], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_INC_U64, addr=v[0:1], data=v[4:5], vdst=v[6:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][6], 0xDEADBEEF, "v6 should have old value low dword")
self.assertEqual(st.vgpr[0][7], 0xCAFEBABE, "v7 should have old value high dword")
@@ -214,14 +214,14 @@ class TestFlatAtomic(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[3], s[0]),
global_store_b64(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b64(addr=v[0:1], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0x00000001), # add 1
v_mov_b32_e32(v[4], s[0]),
s_mov_b32(s[0], 0x00000000),
v_mov_b32_e32(v[5], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_ADD_U64, addr=v[0], data=v[4], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_ADD_U64, addr=v[0:1], data=v[4:5], vdst=v[6:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][6], 0x11111111, "v6 should have old value low")
self.assertEqual(st.vgpr[0][7], 0x22222222, "v7 should have old value high")
@@ -235,14 +235,14 @@ class TestFlatAtomic(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[3], s[0]),
global_store_b64(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b64(addr=v[0:1], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0xCCCCCCCC),
v_mov_b32_e32(v[4], s[0]),
s_mov_b32(s[0], 0xDDDDDDDD),
v_mov_b32_e32(v[5], s[0]),
]
atomic = FLAT(FLATOp.FLAT_ATOMIC_SWAP_B64, addr=v[0], data=v[4], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
atomic = FLAT(FLATOp.FLAT_ATOMIC_SWAP_B64, addr=v[0:1], data=v[4:5], vdst=v[6:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][6], 0xAAAAAAAA, "v6 should have old value low")
self.assertEqual(st.vgpr[0][7], 0xBBBBBBBB, "v7 should have old value high")
@@ -256,15 +256,15 @@ class TestFlatLoad(unittest.TestCase):
"""FLAT_LOAD_B32 loads 32-bit value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
s_mov_b32(s[0], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(FLATOp.FLAT_LOAD_B32, addr=v[0], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
FLAT(FLATOp.FLAT_LOAD_B32, addr=v[0:1], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
@@ -278,7 +278,7 @@ class TestFlatLoad(unittest.TestCase):
"""FLAT_LOAD_B64 loads 64-bit value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -286,9 +286,9 @@ class TestFlatLoad(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0xCAFEBABE),
v_mov_b32_e32(v[3], s[0]),
global_store_b64(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b64(addr=v[0:1], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(FLATOp.FLAT_LOAD_B64, addr=v[0], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
FLAT(FLATOp.FLAT_LOAD_B64, addr=v[0:1], vdst=v[4:5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
@@ -303,7 +303,7 @@ class TestFlatLoad(unittest.TestCase):
"""FLAT_LOAD_B96 loads 96-bit (3 dword) value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -313,9 +313,9 @@ class TestFlatLoad(unittest.TestCase):
v_mov_b32_e32(v[3], s[0]),
s_mov_b32(s[0], 0x33333333),
v_mov_b32_e32(v[4], s[0]),
global_store_b96(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b96(addr=v[0:1], data=v[2:4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(FLATOp.FLAT_LOAD_B96, addr=v[0], vdst=v[5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
FLAT(FLATOp.FLAT_LOAD_B96, addr=v[0:1], vdst=v[5:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
@@ -331,7 +331,7 @@ class TestFlatLoad(unittest.TestCase):
"""FLAT_LOAD_B128 loads 128-bit value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -343,9 +343,9 @@ class TestFlatLoad(unittest.TestCase):
v_mov_b32_e32(v[4], s[0]),
s_mov_b32(s[0], 0x44444444),
v_mov_b32_e32(v[5], s[0]),
global_store_b128(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b128(addr=v[0:1], data=v[2:5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(FLATOp.FLAT_LOAD_B128, addr=v[0], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
FLAT(FLATOp.FLAT_LOAD_B128, addr=v[0:1], vdst=v[6:9], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
+357 -42
View File
@@ -11,7 +11,7 @@ class TestGlobalAtomic(unittest.TestCase):
def _make_test(self, setup_instrs, atomic_instr, check_fn, test_offset=2000):
"""Helper to create atomic test instructions."""
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -30,12 +30,12 @@ class TestGlobalAtomic(unittest.TestCase):
setup = [
s_mov_b32(s[0], 100),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 50),
v_mov_b32_e32(v[3], s[0]),
]
atomic = FLAT(GLOBALOp.GLOBAL_ATOMIC_ADD_U32, addr=v[0], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1, seg=2)
atomic = GLOBAL(GLOBALOp.GLOBAL_ATOMIC_ADD_U32, addr=v[0:1], data=v[3], vdst=v[4], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][4], 100)
self._make_test(setup, atomic, check, TEST_OFFSET)
@@ -48,14 +48,14 @@ class TestGlobalAtomic(unittest.TestCase):
v_mov_b32_e32(v[2], s[0]),
s_mov_b32(s[0], 0x00000000),
v_mov_b32_e32(v[3], s[0]),
global_store_b64(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b64(addr=v[0:1], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[0], 0x00000001),
v_mov_b32_e32(v[4], s[0]),
s_mov_b32(s[0], 0x00000000),
v_mov_b32_e32(v[5], s[0]),
]
atomic = FLAT(GLOBALOp.GLOBAL_ATOMIC_ADD_U64, addr=v[0], data=v[4], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1, seg=2)
atomic = GLOBAL(GLOBALOp.GLOBAL_ATOMIC_ADD_U64, addr=v[0:1], data=v[4:5], vdst=v[6:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET, glc=1)
def check(st):
self.assertEqual(st.vgpr[0][6], 0xFFFFFFFF)
self.assertEqual(st.vgpr[0][7], 0x00000000)
@@ -69,7 +69,7 @@ class TestGlobalLoad(unittest.TestCase):
"""GLOBAL_LOAD_B96 loads 96-bit value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -79,9 +79,9 @@ class TestGlobalLoad(unittest.TestCase):
v_mov_b32_e32(v[3], s[0]),
s_mov_b32(s[0], 0xCCCCCCCC),
v_mov_b32_e32(v[4], s[0]),
global_store_b96(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b96(addr=v[0:1], data=v[2:4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(GLOBALOp.GLOBAL_LOAD_B96, addr=v[0], vdst=v[5], saddr=SrcEnum.NULL, offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B96, addr=v[0:1], vdst=v[5:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
@@ -97,7 +97,7 @@ class TestGlobalLoad(unittest.TestCase):
"""GLOBAL_LOAD_B128 loads 128-bit value correctly."""
TEST_OFFSET = 2000
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
@@ -109,9 +109,9 @@ class TestGlobalLoad(unittest.TestCase):
v_mov_b32_e32(v[4], s[0]),
s_mov_b32(s[0], 0x9ABCDEF0),
v_mov_b32_e32(v[5], s[0]),
global_store_b128(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b128(addr=v[0:1], data=v[2:5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(GLOBALOp.GLOBAL_LOAD_B128, addr=v[0], vdst=v[6], saddr=SrcEnum.NULL, offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B128, addr=v[0:1], vdst=v[6:9], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[1], 0),
@@ -128,20 +128,183 @@ class TestGlobalLoad(unittest.TestCase):
class TestGlobalStore(unittest.TestCase):
"""Tests for GLOBAL store instructions."""
def test_global_store_b8_basic(self):
"""GLOBAL_STORE_B8 stores a single byte from VDATA[7:0]."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# First store 0xDEADBEEF to memory
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Now store single byte 0x42 to same address (should only change byte 0)
v_mov_b32_e32(v[2], 0x42),
global_store_b8(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Read back and check
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# Only byte 0 should change from 0xEF to 0x42
self.assertEqual(st.vgpr[0][0], 0xDEADBE42, "Only byte 0 should be modified")
def test_global_store_b8_byte1(self):
"""GLOBAL_STORE_B8 at offset+1 stores to byte 1."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[2], 0x42),
global_store_b8(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+1),
s_waitcnt(vmcnt=0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEAD42EF, "Only byte 1 should be modified")
def test_global_store_b16_basic(self):
"""GLOBAL_STORE_B16 stores a 16-bit value from VDATA[15:0]."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
global_store_b16(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEADCAFE, "Only lower 16 bits should be modified")
def test_global_store_b16_high_half(self):
"""GLOBAL_STORE_B16 at offset+2 stores to high 16 bits."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
global_store_b16(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+2),
s_waitcnt(vmcnt=0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xCAFEBEEF, "Only upper 16 bits should be modified")
def test_global_store_b16_byte_offset_1(self):
"""GLOBAL_STORE_B16 at byte offset 1 stores bytes 1-2 within the same word."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDDCCBBAA),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Store 0xBEEF at byte offset 1 (bytes 1-2)
s_mov_b32(s[4], 0xBEEF),
v_mov_b32_e32(v[2], s[4]),
global_store_b16(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+1),
s_waitcnt(vmcnt=0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# Bytes 1-2 should be 0xBEEF (0xEF at byte 1, 0xBE at byte 2)
# Original: 0xDDCCBBAA -> bytes [AA, BB, CC, DD]
# After: 0xDDBEEFAA -> bytes [AA, EF, BE, DD]
self.assertEqual(st.vgpr[0][0], 0xDDBEEFAA, "Bytes 1-2 should be 0xBEEF")
def test_global_store_b16_cross_word_boundary(self):
"""GLOBAL_STORE_B16 at byte offset 3 crosses word boundary (byte 3 of word N, byte 0 of word N+1)."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# Initialize two consecutive words
s_mov_b32(s[4], 0xDDCCBBAA),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_mov_b32(s[4], 0x44332211),
v_mov_b32_e32(v[2], s[4]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
# Store 0xBEEF at byte offset 3 (crosses word boundary)
# Low byte (0xEF) goes to byte 3 of first word
# High byte (0xBE) goes to byte 0 of second word
s_mov_b32(s[4], 0xBEEF),
v_mov_b32_e32(v[2], s[4]),
global_store_b16(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+3),
s_waitcnt(vmcnt=0),
# Load back both words
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[4], data=v[4], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
v_mov_b32_e32(v[1], v[4]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# First word: 0xDDCCBBAA -> 0xEFCCBBAA (byte 3 becomes 0xEF)
# Second word: 0x44332211 -> 0x443322BE (byte 0 becomes 0xBE)
self.assertEqual(st.vgpr[0][0], 0xEFCCBBAA, "Byte 3 of first word should be 0xEF")
self.assertEqual(st.vgpr[0][1], 0x443322BE, "Byte 0 of second word should be 0xBE")
def test_global_store_b64_basic(self):
"""GLOBAL_STORE_B64 stores 8 bytes from v[n:n+1] to memory."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
s_mov_b32(s[5], 0xCAFEBABE),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], s[5]),
v_mov_b32_e32(v[0], 0),
global_store_b64(addr=v[0], data=v[2], saddr=s[2], offset=TEST_OFFSET),
global_store_b64(addr=v[0], data=v[2:3], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
FLAT(GLOBALOp.GLOBAL_LOAD_B64, addr=v[0], vdst=v[4], data=v[4], saddr=s[2], offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B64, addr=v[0], vdst=v[4:5], data=v[4:5], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[4]),
v_mov_b32_e32(v[1], v[5]),
@@ -160,17 +323,17 @@ class TestD16HiLoads(unittest.TestCase):
"""GLOBAL_LOAD_D16_HI_B16 must preserve low 16 bits of destination."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
global_store_b16(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
global_store_b16(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0x0000BEEF),
v_mov_b32_e32(v[3], s[4]),
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[0], vdst=v[3], data=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[0:1], vdst=v[3], data=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
v_mov_b32_e32(v[1], 0),
@@ -185,17 +348,17 @@ class TestD16HiLoads(unittest.TestCase):
"""GLOBAL_LOAD_D16_HI_B16 where data field differs from vdst."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], 0),
global_store_b16(addr=v[3], data=v[2], saddr=s[2], offset=TEST_OFFSET),
global_store_b16(addr=v[3], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0x0000DEAD),
v_mov_b32_e32(v[0], s[4]), # data field - should NOT affect result
v_mov_b32_e32(v[1], 0), # vdst - low bits should be preserved
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[0], saddr=s[2], offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[0], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[1]),
s_mov_b32(s[2], 0),
@@ -209,19 +372,19 @@ class TestD16HiLoads(unittest.TestCase):
"""GLOBAL_LOAD_D16_HI_U8 where data field differs from vdst."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xAB),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], 0),
global_store_b8(addr=v[3], data=v[2], saddr=s[2], offset=TEST_OFFSET),
global_store_b8(addr=v[3], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0x0000DEAD),
v_mov_b32_e32(v[4], s[4]), # data field
s_mov_b32(s[4], 0x0000BEEF),
v_mov_b32_e32(v[5], s[4]), # vdst
v_mov_b32_e32(v[3], 0),
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_U8, addr=v[3], vdst=v[5], data=v[4], saddr=s[2], offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_U8, addr=v[3], vdst=v[5], data=v[4], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[5]),
s_mov_b32(s[2], 0),
@@ -235,15 +398,15 @@ class TestD16HiLoads(unittest.TestCase):
"""GLOBAL_LOAD_D16_HI_B16 with same register for addr and vdst, addr value=0."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], 0),
global_store_b16(addr=v[3], data=v[2], saddr=s[2], offset=TEST_OFFSET),
global_store_b16(addr=v[3], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[1], 0),
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[1], saddr=s[2], offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[1], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[1]),
s_mov_b32(s[2], 0),
@@ -257,13 +420,13 @@ class TestD16HiLoads(unittest.TestCase):
"""Exact pattern from tril() failure: data=v0 differs from vdst=v1."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0x01010101),
v_mov_b32_e32(v[10], s[4]),
v_mov_b32_e32(v[3], 0),
global_store_b32(addr=v[3], data=v[10], saddr=s[2], offset=TEST_OFFSET),
global_store_b32(addr=v[3], data=v[10], saddr=s[2], offset=TEST_OFFSET+4),
global_store_b32(addr=v[3], data=v[10], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[3], data=v[10], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
# Set v[0] to 0x0101 (simulating prior u16 load result)
s_mov_b32(s[4], 0x0101),
@@ -271,7 +434,7 @@ class TestD16HiLoads(unittest.TestCase):
# Set v[1] to 0
v_mov_b32_e32(v[1], 0),
# Load using v[1] as addr AND vdst, but v[0] as data
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[0], saddr=s[2], offset=TEST_OFFSET+6, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[0], saddr=s[2:3], offset=TEST_OFFSET+6),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[1]),
s_mov_b32(s[2], 0),
@@ -286,19 +449,19 @@ class TestD16HiLoads(unittest.TestCase):
"""GLOBAL_LOAD_D16_HI_I8 where data field differs from vdst."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0x80), # negative signed byte = -128
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], 0),
global_store_b8(addr=v[3], data=v[2], saddr=s[2], offset=TEST_OFFSET),
global_store_b8(addr=v[3], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0x0000DEAD),
v_mov_b32_e32(v[4], s[4]), # data field
s_mov_b32(s[4], 0x0000BEEF),
v_mov_b32_e32(v[5], s[4]), # vdst
v_mov_b32_e32(v[3], 0),
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_I8, addr=v[3], vdst=v[5], data=v[4], saddr=s[2], offset=TEST_OFFSET, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_I8, addr=v[3], vdst=v[5], data=v[4], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[5]),
s_mov_b32(s[2], 0),
@@ -313,7 +476,7 @@ class TestD16HiLoads(unittest.TestCase):
"""Test the exact pattern from tril() kernel that was failing."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80], 0, soffset=SrcEnum.NULL),
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0x01010101),
v_mov_b32_e32(v[10], s[4]),
@@ -321,16 +484,16 @@ class TestD16HiLoads(unittest.TestCase):
s_mov_b32(s[4], 0x01),
v_mov_b32_e32(v[12], s[4]),
v_mov_b32_e32(v[0], 0),
global_store_b64(addr=v[0], data=v[10], saddr=s[2], offset=TEST_OFFSET),
global_store_b8(addr=v[0], data=v[12], saddr=s[2], offset=TEST_OFFSET+8),
global_store_b64(addr=v[0], data=v[10:11], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b8(addr=v[0], data=v[12], saddr=s[2:3], offset=TEST_OFFSET+8),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[2], 0),
v_mov_b32_e32(v[1], 0),
FLAT(GLOBALOp.GLOBAL_LOAD_U16, addr=v[2], vdst=v[0], data=v[0], saddr=s[2], offset=TEST_OFFSET+3, seg=2),
FLAT(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[1], saddr=s[2], offset=TEST_OFFSET+6, seg=2),
FLAT(GLOBALOp.GLOBAL_LOAD_U8, addr=v[2], vdst=v[3], data=v[3], saddr=s[2], offset=TEST_OFFSET, seg=2),
FLAT(GLOBALOp.GLOBAL_LOAD_U8, addr=v[2], vdst=v[4], data=v[4], saddr=s[2], offset=TEST_OFFSET+8, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_U16, addr=v[2], vdst=v[0], data=v[0], saddr=s[2:3], offset=TEST_OFFSET+3),
GLOBAL(GLOBALOp.GLOBAL_LOAD_D16_HI_B16, addr=v[1], vdst=v[1], data=v[1], saddr=s[2:3], offset=TEST_OFFSET+6),
GLOBAL(GLOBALOp.GLOBAL_LOAD_U8, addr=v[2], vdst=v[3], data=v[3], saddr=s[2:3], offset=TEST_OFFSET),
GLOBAL(GLOBALOp.GLOBAL_LOAD_U8, addr=v[2], vdst=v[4], data=v[4], saddr=s[2:3], offset=TEST_OFFSET+8),
s_waitcnt(vmcnt=0),
v_and_b32_e32(v[5], 0xffff, v[0]),
@@ -339,10 +502,10 @@ class TestD16HiLoads(unittest.TestCase):
v_or_b32_e32(v[0], v[3], v[0]),
v_or_b32_e32(v[1], v[5], v[1]),
global_store_b64(addr=v[2], data=v[0], saddr=s[2], offset=TEST_OFFSET+16),
global_store_b64(addr=v[2], data=v[0:1], saddr=s[2:3], offset=TEST_OFFSET+16),
s_waitcnt(vmcnt=0),
FLAT(GLOBALOp.GLOBAL_LOAD_B64, addr=v[2], vdst=v[6], data=v[6], saddr=s[2], offset=TEST_OFFSET+16, seg=2),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B64, addr=v[2], vdst=v[6:7], data=v[6:7], saddr=s[2:3], offset=TEST_OFFSET+16),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[6]),
v_mov_b32_e32(v[1], v[7]),
@@ -360,5 +523,157 @@ class TestD16HiLoads(unittest.TestCase):
self.assertEqual(byte5, 0x00, f"byte5: expected 0x00, got 0x{byte5:02x}")
class TestGlobalOffset(unittest.TestCase):
"""Tests for GLOBAL instructions with different offsets.
These tests verify that instruction deduplication correctly handles different offset values.
If offset is made dynamic incorrectly, instructions with different offsets may load/store wrong data.
"""
def test_global_load_different_offsets(self):
"""Load from two different offsets and verify correct values."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
# Store 0xAAAAAAAA at offset 100
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=100),
# Store 0xBBBBBBBB at offset 200
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=200),
s_waitcnt(vmcnt=0),
# Load from offset 100 -> should get 0xAAAAAAAA
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0:1], vdst=v[3], saddr=SrcEnum.NULL, offset=100),
# Load from offset 200 -> should get 0xBBBBBBBB
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0:1], vdst=v[4], saddr=SrcEnum.NULL, offset=200),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
v_mov_b32_e32(v[1], v[4]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xAAAAAAAA, f"offset 100: expected 0xAAAAAAAA, got 0x{st.vgpr[0][0]:08x}")
self.assertEqual(st.vgpr[0][1], 0xBBBBBBBB, f"offset 200: expected 0xBBBBBBBB, got 0x{st.vgpr[0][1]:08x}")
def test_global_store_different_offsets(self):
"""Store to two different offsets and verify correct values."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
# Store 0x11111111 at offset 300
s_mov_b32(s[0], 0x11111111),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=300),
# Store 0x22222222 at offset 400
s_mov_b32(s[0], 0x22222222),
v_mov_b32_e32(v[3], s[0]),
global_store_b32(addr=v[0:1], data=v[3], saddr=SrcEnum.NULL, offset=400),
s_waitcnt(vmcnt=0),
# Load back to verify
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0:1], vdst=v[4], saddr=SrcEnum.NULL, offset=300),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0:1], vdst=v[5], saddr=SrcEnum.NULL, offset=400),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[4]),
v_mov_b32_e32(v[1], v[5]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x11111111, f"offset 300: expected 0x11111111, got 0x{st.vgpr[0][0]:08x}")
self.assertEqual(st.vgpr[0][1], 0x22222222, f"offset 400: expected 0x22222222, got 0x{st.vgpr[0][1]:08x}")
def test_global_negative_offset_no_saddr(self):
"""Test negative offset without saddr (VGPR pair for address).
Store 0xAAAA at offset 100, 0xBBBB at offset 200.
Load with offset -100 from vaddr pointing to base+200 -> should get 0xAAAA (at 100).
Load with offset -100 from vaddr pointing to base+300 -> should get 0xBBBB (at 200)."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
# Store 0xAAAAAAAA at offset 100, 0xBBBBBBBB at offset 200
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=100),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0:1], data=v[2], saddr=SrcEnum.NULL, offset=200),
s_waitcnt(vmcnt=0),
# vaddr = base+200, load with offset -100 -> should get value at 100
s_add_u32(s[4], s[2], 200),
s_addc_u32(s[5], s[3], 0),
v_mov_b32_e32(v[4], s[4]),
v_mov_b32_e32(v[5], s[5]),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[4:5], vdst=v[6], saddr=SrcEnum.NULL, offset=-100),
# vaddr = base+300, load with offset -100 -> should get value at 200
s_add_u32(s[4], s[2], 300),
s_addc_u32(s[5], s[3], 0),
v_mov_b32_e32(v[4], s[4]),
v_mov_b32_e32(v[5], s[5]),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[4:5], vdst=v[7], saddr=SrcEnum.NULL, offset=-100),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[6]),
v_mov_b32_e32(v[1], v[7]),
v_mov_b32_e32(v[4], 0),
v_mov_b32_e32(v[5], 0),
v_mov_b32_e32(v[6], 0),
v_mov_b32_e32(v[7], 0),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
s_mov_b32(s[4], 0),
s_mov_b32(s[5], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xAAAAAAAA, f"offset 200-100=100: expected 0xAAAAAAAA, got 0x{st.vgpr[0][0]:08x}")
self.assertEqual(st.vgpr[0][1], 0xBBBBBBBB, f"offset 300-100=200: expected 0xBBBBBBBB, got 0x{st.vgpr[0][1]:08x}")
def test_global_negative_offset_with_saddr(self):
"""Test negative offset with saddr (SGPR pair for base address).
Store 0xAAAA at offset 100, 0xBBBB at offset 200.
Load with offset -100 from saddr pointing to base+200 -> should get 0xAAAA (at 100).
Load with offset -100 from saddr pointing to base+300 -> should get 0xBBBB (at 200)."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store 0xAAAAAAAA at offset 100, 0xBBBBBBBB at offset 200
s_mov_b32(s[0], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=100),
s_mov_b32(s[0], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[0]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=200),
s_waitcnt(vmcnt=0),
# saddr = base+200, load with offset -100 -> should get value at 100
s_add_u32(s[4], s[2], 200),
s_addc_u32(s[5], s[3], 0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[6], saddr=s[4:5], offset=-100),
# saddr = base+300, load with offset -100 -> should get value at 200
s_add_u32(s[4], s[2], 300),
s_addc_u32(s[5], s[3], 0),
GLOBAL(GLOBALOp.GLOBAL_LOAD_B32, addr=v[0], vdst=v[7], saddr=s[4:5], offset=-100),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[6]),
v_mov_b32_e32(v[1], v[7]),
v_mov_b32_e32(v[6], 0),
v_mov_b32_e32(v[7], 0),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
s_mov_b32(s[4], 0),
s_mov_b32(s[5], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xAAAAAAAA, f"offset 200-100=100: expected 0xAAAAAAAA, got 0x{st.vgpr[0][0]:08x}")
self.assertEqual(st.vgpr[0][1], 0xBBBBBBBB, f"offset 300-100=200: expected 0xBBBBBBBB, got 0x{st.vgpr[0][1]:08x}")
if __name__ == '__main__':
unittest.main()
+355
View File
@@ -0,0 +1,355 @@
"""Tests for SCRATCH instructions - scratch (private) memory operations.
Includes: scratch_load_*, scratch_store_*
"""
import unittest
from extra.assembly.amd.test.hw.helpers import *
class TestScratchStore(unittest.TestCase):
"""Tests for SCRATCH store instructions."""
def test_scratch_store_b32_basic(self):
"""SCRATCH_STORE_B32 stores 32-bit value to scratch memory."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
# Store via scratch
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Load back via scratch
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEADBEEF)
def test_scratch_store_b64_basic(self):
"""SCRATCH_STORE_B64 stores 64-bit value to scratch memory."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
s_mov_b32(s[5], 0xCAFEBABE),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], s[5]),
v_mov_b32_e32(v[0], 0),
scratch_store_b64(addr=v[0], data=v[2:3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_b64(addr=v[0], vdst=v[4:5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[4]),
v_mov_b32_e32(v[1], v[5]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEADBEEF)
self.assertEqual(st.vgpr[0][1], 0xCAFEBABE)
def test_scratch_store_b8_basic(self):
"""SCRATCH_STORE_B8 stores single byte to scratch memory."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# First store full word
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Store single byte
v_mov_b32_e32(v[2], 0x42),
scratch_store_b8(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Load back
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# Only byte 0 should change from 0xEF to 0x42
self.assertEqual(st.vgpr[0][0], 0xDEADBE42)
def test_scratch_store_b16_basic(self):
"""SCRATCH_STORE_B16 stores 16-bit value to scratch memory."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[0], 0),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
s_mov_b32(s[4], 0xCAFE),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b16(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEADCAFE)
class TestScratchLoad(unittest.TestCase):
"""Tests for SCRATCH load instructions."""
def test_scratch_load_b96(self):
"""SCRATCH_LOAD_B96 loads 96-bit value correctly."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[4]),
s_mov_b32(s[4], 0xBBBBBBBB),
v_mov_b32_e32(v[3], s[4]),
s_mov_b32(s[4], 0xCCCCCCCC),
v_mov_b32_e32(v[4], s[4]),
scratch_store_b96(addr=v[0], data=v[2:4], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_b96(addr=v[0], vdst=v[5:7], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[5]),
v_mov_b32_e32(v[1], v[6]),
v_mov_b32_e32(v[2], v[7]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xAAAAAAAA)
self.assertEqual(st.vgpr[0][1], 0xBBBBBBBB)
self.assertEqual(st.vgpr[0][2], 0xCCCCCCCC)
def test_scratch_load_b128(self):
"""SCRATCH_LOAD_B128 loads 128-bit value correctly."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[4]),
s_mov_b32(s[4], 0xCAFEBABE),
v_mov_b32_e32(v[3], s[4]),
s_mov_b32(s[4], 0x12345678),
v_mov_b32_e32(v[4], s[4]),
s_mov_b32(s[4], 0x9ABCDEF0),
v_mov_b32_e32(v[5], s[4]),
scratch_store_b128(addr=v[0], data=v[2:5], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_b128(addr=v[0], vdst=v[6:9], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[6]),
v_mov_b32_e32(v[1], v[7]),
v_mov_b32_e32(v[2], v[8]),
v_mov_b32_e32(v[3], v[9]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xDEADBEEF)
self.assertEqual(st.vgpr[0][1], 0xCAFEBABE)
self.assertEqual(st.vgpr[0][2], 0x12345678)
self.assertEqual(st.vgpr[0][3], 0x9ABCDEF0)
def test_scratch_load_u8(self):
"""SCRATCH_LOAD_U8 loads unsigned byte with zero extension."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xDEADBEAB),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_u8(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xAB)
def test_scratch_load_i8(self):
"""SCRATCH_LOAD_I8 loads signed byte with sign extension."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0x80), # -128 as signed byte
v_mov_b32_e32(v[2], s[4]),
scratch_store_b8(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_i8(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFF80)
def test_scratch_load_u16(self):
"""SCRATCH_LOAD_U16 loads unsigned 16-bit with zero extension."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xDEADCAFE),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_u16(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xCAFE)
def test_scratch_load_i16(self):
"""SCRATCH_LOAD_I16 loads signed 16-bit with sign extension."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0x8000), # -32768 as signed 16-bit
v_mov_b32_e32(v[2], s[4]),
scratch_store_b16(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
scratch_load_i16(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFF8000)
class TestScratchSVE(unittest.TestCase):
"""Tests for SCRATCH SVE (Scratch VGPR Enable) bit behavior."""
def test_scratch_sve_zero_ignores_vaddr(self):
"""With SVE=0, VADDR should be ignored in address calculation."""
TEST_OFFSET = 256
# Store a marker value at offset 256 (where SVE=0 should go)
# Then set v[0] to a non-zero value (100) and store via scratch with SVE=0
# If SVE=0 is handled correctly, the VADDR (100) should be IGNORED,
# and the store should go to offset 256, not 256+100=356
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# First, store 0xAAAAAAAA at offset 256 with v[0]=0
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=0),
s_waitcnt(vmcnt=0),
# Now set v[0] to 100 (non-zero) and store 0xBBBBBBBB with SVE=0
# With SVE=0, v[0] should be IGNORED, so this should overwrite offset 256
v_mov_b32_e32(v[0], 100),
s_mov_b32(s[4], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=0),
s_waitcnt(vmcnt=0),
# Load back from offset 256 (with v[0]=0) - should get 0xBBBBBBBB
v_mov_b32_e32(v[0], 0),
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=0),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# If SVE=0 works correctly, v[0] should be 0xBBBBBBBB (the second store overwrote the first)
# If SVE=0 is wrong (VADDR used), v[0] would be 0xAAAAAAAA (stores went to different locations)
self.assertEqual(st.vgpr[0][0], 0xBBBBBBBB, "SVE=0 should ignore VADDR, both stores should go to same location")
def test_scratch_sve_one_uses_vaddr(self):
"""With SVE=1, VADDR should be used as offset in address calculation."""
TEST_OFFSET = 256
# Store at offset 256 with v[0]=0, then store at offset 256 with v[0]=100 and SVE=1
# With SVE=1, the second store should go to 256+100=356, not 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# First, store 0xAAAAAAAA at offset 256 with v[0]=0
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[4], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=1),
s_waitcnt(vmcnt=0),
# Now set v[0] to 100 and store 0xBBBBBBBB with SVE=1
# With SVE=1, v[0] IS used, so this should go to offset 256+100=356
v_mov_b32_e32(v[0], 100),
s_mov_b32(s[4], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[4]),
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=1),
s_waitcnt(vmcnt=0),
# Load back from offset 256 (with v[0]=0) - should still be 0xAAAAAAAA
v_mov_b32_e32(v[0], 0),
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET, sve=1),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# If SVE=1 works correctly, v[0] should be 0xAAAAAAAA (stores went to different locations)
self.assertEqual(st.vgpr[0][0], 0xAAAAAAAA, "SVE=1 should use VADDR, stores should go to different locations")
class TestScratchMultiLane(unittest.TestCase):
"""Tests for SCRATCH operations with multiple lanes."""
def test_scratch_store_load_multi_lane(self):
"""SCRATCH store/load works correctly with multiple lanes (private per-lane memory)."""
TEST_OFFSET = 256
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=SrcEnum.NULL),
s_waitcnt(lgkmcnt=0),
# Each lane stores its lane ID
v_mov_b32_e32(v[0], 0),
v_mov_b32_e32(v[2], v[255]), # v[255] has packed workitem IDs, low 10 bits = x
v_and_b32_e32(v[2], 0x3FF, v[2]), # extract lane ID
scratch_store_b32(addr=v[0], data=v[2], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
# Load back
scratch_load_b32(addr=v[0], vdst=v[3], saddr=SrcEnum.NULL, offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[0], v[3]),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=4)
# Each lane should have loaded its own lane ID
for lane in range(4):
self.assertEqual(st.vgpr[lane][0], lane, f"Lane {lane} should have value {lane}")
if __name__ == '__main__':
unittest.main()
+448
View File
@@ -0,0 +1,448 @@
"""Tests for SMEM instructions - scalar memory operations.
Includes: s_load_b32, s_load_b64, s_load_b128, s_load_b256, s_load_b512
Tests both immediate and register offset addressing modes.
"""
import unittest
from extra.assembly.amd.test.hw.helpers import *
# Use offset into output buffer for test data (output buffer is 2124 bytes)
TEST_OFFSET = 2000
# Cache invalidation sequence for scalar loads after vector stores
# s_wait_idle waits for all outstanding memory operations including cache flushes
CACHE_INV = [s_gl1_inv(), s_dcache_inv(), s_wait_idle()]
class TestSLoadRegisterOffset(unittest.TestCase):
"""Tests for s_load with register offset (soffset field).
Bug: s_load_b32(s[dst], s[base:base+1], s[off]) ignores the register offset
and only uses the immediate offset field. This causes incorrect memory loads
when the offset comes from a register.
"""
def test_s_load_b32_register_offset_basic(self):
"""s_load_b32 with register offset should load from base + reg_offset."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values to output buffer: 0xAAAAAAAA at offset, 0xBBBBBBBB at offset+4
s_mov_b32(s[4], 0xAAAAAAAA),
s_mov_b32(s[5], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], s[5]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[0], data=v[3], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Now test s_load with register offset
# Put offset value in s[4]: offset = 4 bytes (1 dword)
s_mov_b32(s[4], 4),
# Load from out_ptr + TEST_OFFSET + s[4] (should load 0xBBBBBBBB)
s_load_b32(s[5], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[5], 0xBBBBBBBB,
f"s_load with reg offset 4 should load 0xBBBBBBBB: s[5]=0x{st.sgpr[5]:08x}")
def test_s_load_b32_register_offset_different_from_immediate(self):
"""s_load_b32 with register offset loads different data than immediate offset 0."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values: 0xAAAAAAAA at offset, 0xBBBBBBBB at offset+4
s_mov_b32(s[4], 0xAAAAAAAA),
s_mov_b32(s[5], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[4]),
v_mov_b32_e32(v[3], s[5]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[0], data=v[3], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load with immediate offset 0
s_load_b32(s[5], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(0),
# Load with register offset 4
s_mov_b32(s[4], 4),
s_load_b32(s[6], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# s[5] has dword at offset 0 (0xAAAAAAAA), s[6] has dword at offset 4 (0xBBBBBBBB)
self.assertEqual(st.sgpr[5], 0xAAAAAAAA)
self.assertEqual(st.sgpr[6], 0xBBBBBBBB)
self.assertNotEqual(st.sgpr[5], st.sgpr[6],
f"s_load with reg offset 4 should load different value than offset 0: "
f"s[5]=0x{st.sgpr[5]:08x}, s[6]=0x{st.sgpr[6]:08x}")
def test_s_load_b32_register_offset_same_as_dst(self):
"""s_load_b32 where soffset register is same as destination.
This is the exact pattern that exposes the bug:
s_load_b32(s[8], s[2:3], s[8])
The offset should be read BEFORE the destination is overwritten.
"""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values: 0xAAAAAAAA at offset, 0xBBBBBBBB at offset+4
s_mov_b32(s[6], 0xAAAAAAAA),
s_mov_b32(s[7], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[6]),
v_mov_b32_e32(v[3], s[7]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[0], data=v[3], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Set up s[4] = 4 (offset in bytes)
s_mov_b32(s[4], 4),
# Load using s[4] as both offset and destination
# Should load from base + 4, then store result in s[4]
s_load_b32(s[4], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# Also load with immediate offset 4 for comparison
s_load_b32(s[5], s[2:3], NULL, offset=TEST_OFFSET+4),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# s[4] and s[5] should have the same value (both loaded from offset 4 = 0xBBBBBBBB)
self.assertEqual(st.sgpr[4], 0xBBBBBBBB)
self.assertEqual(st.sgpr[4], st.sgpr[5],
f"s_load with reg offset s[4]=4 should match immediate offset=4: "
f"s[4]=0x{st.sgpr[4]:08x}, s[5]=0x{st.sgpr[5]:08x}")
def test_s_load_b32_register_offset_zero(self):
"""s_load_b32 with register offset = 0 should be same as immediate offset 0."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test value: 0xDEADBEEF at offset
s_mov_b32(s[7], 0xDEADBEEF),
v_mov_b32_e32(v[2], s[7]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load with register offset 0
s_mov_b32(s[4], 0),
s_load_b32(s[5], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# Load with immediate offset 0
s_load_b32(s[6], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[5], 0xDEADBEEF)
self.assertEqual(st.sgpr[5], st.sgpr[6],
f"s_load with reg offset 0 should match immediate offset 0: "
f"s[5]=0x{st.sgpr[5]:08x}, s[6]=0x{st.sgpr[6]:08x}")
def test_s_load_b32_register_plus_immediate_offset(self):
"""s_load_b32 with both register and immediate offset should add them."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values: 0xAAAAAAAA at offset, 0xBBBBBBBB at offset+4
s_mov_b32(s[8], 0xAAAAAAAA),
s_mov_b32(s[9], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[8]),
v_mov_b32_e32(v[3], s[9]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[0], data=v[3], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# reg offset = 4, imm offset = 0 -> total offset = 4
s_mov_b32(s[4], 4),
s_load_b32(s[5], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# reg offset = 0, imm offset = 4 -> total offset = 4
s_mov_b32(s[6], 0),
s_load_b32(s[7], s[2:3], s[6], offset=TEST_OFFSET+4),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
# Both should load from offset 4 (0xBBBBBBBB)
self.assertEqual(st.sgpr[5], 0xBBBBBBBB)
self.assertEqual(st.sgpr[7], 0xBBBBBBBB)
self.assertEqual(st.sgpr[5], st.sgpr[7],
f"reg_off=4 + imm_off=0 should equal reg_off=0 + imm_off=4: "
f"s[5]=0x{st.sgpr[5]:08x}, s[7]=0x{st.sgpr[7]:08x}")
class TestSLoadMultiDword(unittest.TestCase):
"""Tests for multi-dword s_load with register offset."""
def test_s_load_b64_register_offset(self):
"""s_load_b64 with register offset should load 2 dwords from base + reg_offset."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values: 0xAAAAAAAA, 0xBBBBBBBB at offset
s_mov_b32(s[10], 0xAAAAAAAA),
s_mov_b32(s[11], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[10]),
v_mov_b32_e32(v[3], s[11]),
v_mov_b32_e32(v[0], 0),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
global_store_b32(addr=v[0], data=v[3], saddr=s[2:3], offset=TEST_OFFSET+4),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load with register offset 0
s_mov_b32(s[4], 0),
s_load_b64(s[6:7], s[2:3], s[4], offset=TEST_OFFSET),
s_waitcnt(0),
# Compare with immediate offset
s_load_b64(s[8:9], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[6], 0xAAAAAAAA)
self.assertEqual(st.sgpr[7], 0xBBBBBBBB)
self.assertEqual(st.sgpr[6], st.sgpr[8])
self.assertEqual(st.sgpr[7], st.sgpr[9])
def test_s_load_b128_register_offset(self):
"""s_load_b128 with register offset should load 4 dwords from base + reg_offset."""
instructions = [
# Load output buffer pointer from args
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
# Store test values: 0xAAAAAAAA, 0xBBBBBBBB, 0xCCCCCCCC, 0xDDDDDDDD at offset
v_mov_b32_e32(v[0], 0),
s_mov_b32(s[14], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[14]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_mov_b32(s[14], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[14]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+4),
s_mov_b32(s[14], 0xCCCCCCCC),
v_mov_b32_e32(v[2], s[14]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+8),
s_mov_b32(s[14], 0xDDDDDDDD),
v_mov_b32_e32(v[2], s[14]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+12),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load with register offset 0 (s_load_b128 requires 4-aligned dest: s[4], s[8], s[12], ...)
s_mov_b32(s[15], 0),
s_load_b128(s[4:7], s[2:3], s[15], offset=TEST_OFFSET),
s_waitcnt(0),
# Compare with immediate offset
s_load_b128(s[8:11], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(0),
# Zero out pointer regs (different addresses in emu vs hw)
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0xAAAAAAAA)
self.assertEqual(st.sgpr[5], 0xBBBBBBBB)
self.assertEqual(st.sgpr[6], 0xCCCCCCCC)
self.assertEqual(st.sgpr[7], 0xDDDDDDDD)
self.assertEqual(st.sgpr[4], st.sgpr[8])
self.assertEqual(st.sgpr[5], st.sgpr[9])
class TestSLoadLarge(unittest.TestCase):
"""Tests for large s_load operations (s_load_b256, s_load_b512)."""
def test_s_load_b256_basic(self):
"""s_load_b256 loads 8 consecutive dwords."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store 8 test values
s_mov_b32(s[20], 0x11111111),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET),
s_mov_b32(s[20], 0x22222222),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+4),
s_mov_b32(s[20], 0x33333333),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+8),
s_mov_b32(s[20], 0x44444444),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+12),
s_mov_b32(s[20], 0x55555555),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+16),
s_mov_b32(s[20], 0x66666666),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+20),
s_mov_b32(s[20], 0x77777777),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+24),
s_mov_b32(s[20], 0x88888888),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET+28),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load all 8 dwords with s_load_b256
s_load_b256(s[4:11], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0x11111111)
self.assertEqual(st.sgpr[5], 0x22222222)
self.assertEqual(st.sgpr[6], 0x33333333)
self.assertEqual(st.sgpr[7], 0x44444444)
self.assertEqual(st.sgpr[8], 0x55555555)
self.assertEqual(st.sgpr[9], 0x66666666)
self.assertEqual(st.sgpr[10], 0x77777777)
self.assertEqual(st.sgpr[11], 0x88888888)
def test_s_load_b512_basic(self):
"""s_load_b512 loads 16 consecutive dwords."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store 16 test values (use a pattern: 0x10, 0x20, ..., 0x100)
*[instr for i in range(16) for instr in [
s_mov_b32(s[20], (i + 1) * 0x11111111),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET + i * 4),
]],
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load all 16 dwords with s_load_b512
s_load_b512(s[64:79], s[2:3], NULL, offset=TEST_OFFSET),
s_waitcnt(lgkmcnt=0),
# Copy results to lower regs for verification (since st.sgpr only has 16 regs in test)
s_mov_b32(s[4], s[64]),
s_mov_b32(s[5], s[65]),
s_mov_b32(s[6], s[78]),
s_mov_b32(s[7], s[79]),
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0x11111111, "first dword")
self.assertEqual(st.sgpr[5], 0x22222222, "second dword")
self.assertEqual(st.sgpr[6], 0xFFFFFFFF & (15 * 0x11111111), "15th dword")
self.assertEqual(st.sgpr[7], 0xFFFFFFFF & (16 * 0x11111111), "16th dword")
def test_s_load_b256_with_register_offset(self):
"""s_load_b256 with register offset should add reg offset to address."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store pattern at TEST_OFFSET+8: skip first 2 dwords
*[instr for i in range(8) for instr in [
s_mov_b32(s[20], (i + 1) * 0x11111111),
v_mov_b32_e32(v[2], s[20]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=TEST_OFFSET + 8 + i * 4),
]],
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load with register offset 8
s_mov_b32(s[20], 8),
s_load_b256(s[4:11], s[2:3], s[20], offset=TEST_OFFSET),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0x11111111, "first dword at offset+8")
self.assertEqual(st.sgpr[5], 0x22222222, "second dword at offset+8")
self.assertEqual(st.sgpr[11], 0x88888888, "last dword at offset+8")
class TestSLoadOffset(unittest.TestCase):
"""Tests for s_load with different immediate offsets.
These tests verify that instruction deduplication correctly handles different offset values.
If offset is made dynamic incorrectly, instructions with different offsets may load wrong data.
"""
def test_s_load_different_offsets(self):
"""Load from two different offsets and verify correct values."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store 0xAAAAAAAA at offset 100
s_mov_b32(s[4], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[4]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=100),
# Store 0xBBBBBBBB at offset 200
s_mov_b32(s[4], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[4]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=200),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# Load from offset 100 -> should get 0xAAAAAAAA
s_load_b32(s[4], s[2:3], NULL, offset=100),
# Load from offset 200 -> should get 0xBBBBBBBB
s_load_b32(s[5], s[2:3], NULL, offset=200),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0), s_mov_b32(s[3], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0xAAAAAAAA, f"offset 100: expected 0xAAAAAAAA, got 0x{st.sgpr[4]:08x}")
self.assertEqual(st.sgpr[5], 0xBBBBBBBB, f"offset 200: expected 0xBBBBBBBB, got 0x{st.sgpr[5]:08x}")
def test_s_load_negative_offset(self):
"""Test negative offset (21-bit signed).
Store 0xAAAA at offset 100, 0xBBBB at offset 200.
Load with offset -100 from base+200 -> should get 0xAAAA.
Load with offset -100 from base+300 -> should get 0xBBBB."""
instructions = [
s_load_b64(s[2:3], s[80:81], 0, soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_mov_b32_e32(v[0], 0),
# Store 0xAAAAAAAA at offset 100, 0xBBBBBBBB at offset 200
s_mov_b32(s[8], 0xAAAAAAAA),
v_mov_b32_e32(v[2], s[8]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=100),
s_mov_b32(s[8], 0xBBBBBBBB),
v_mov_b32_e32(v[2], s[8]),
global_store_b32(addr=v[0], data=v[2], saddr=s[2:3], offset=200),
s_waitcnt(vmcnt=0),
*CACHE_INV,
# base+200, load with offset -100 -> should get value at 100
s_add_u32(s[6], s[2], 200),
s_addc_u32(s[7], s[3], 0),
s_load_b32(s[4], s[6:7], NULL, offset=-100),
# base+300, load with offset -100 -> should get value at 200
s_add_u32(s[6], s[2], 300),
s_addc_u32(s[7], s[3], 0),
s_load_b32(s[5], s[6:7], NULL, offset=-100),
s_waitcnt(lgkmcnt=0),
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 0),
s_mov_b32(s[6], 0),
s_mov_b32(s[7], 0),
s_mov_b32(s[8], 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[4], 0xAAAAAAAA, f"offset 200-100=100: expected 0xAAAAAAAA, got 0x{st.sgpr[4]:08x}")
self.assertEqual(st.sgpr[5], 0xBBBBBBBB, f"offset 300-100=200: expected 0xBBBBBBBB, got 0x{st.sgpr[5]:08x}")
if __name__ == '__main__':
unittest.main()
+608 -14
View File
@@ -62,6 +62,74 @@ class TestBasicScalar(unittest.TestCase):
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[1], 0x80000000)
@skip_unless_gfx(11, 5, "SALU FP ops require gfx1150+")
def test_s_fmamk_f32(self):
"""S_FMAMK_F32: D = S0 * literal + S1."""
# 2.0 * 3.0 + 1.0 = 7.0
instructions = [
s_mov_b32(s[0], f2i(2.0)),
s_mov_b32(s[1], f2i(1.0)),
s_fmamk_f32(s[2], s[0], s[1], literal=f2i(3.0)),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], f2i(7.0))
@skip_unless_gfx(11, 5, "SALU FP ops require gfx1150+")
def test_s_fmamk_f32_negative(self):
"""S_FMAMK_F32 with negative values."""
# -2.0 * 4.0 + 10.0 = 2.0
instructions = [
s_mov_b32(s[0], f2i(-2.0)),
s_mov_b32(s[1], f2i(10.0)),
s_fmamk_f32(s[2], s[0], s[1], literal=f2i(4.0)),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], f2i(2.0))
class TestPack(unittest.TestCase):
"""Tests for S_PACK instructions."""
def test_s_pack_ll_b32_b16(self):
"""S_PACK_LL_B32_B16 packs low 16 bits of two sources into one 32-bit result."""
instructions = [
s_mov_b32(s[0], 0xDEADAAAA),
s_mov_b32(s[1], 0xDEADBBBB),
s_pack_ll_b32_b16(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xBBBBAAAA)
def test_s_pack_lh_b32_b16(self):
"""S_PACK_LH_B32_B16: D0 = { S1[31:16], S0[15:0] }."""
instructions = [
s_mov_b32(s[0], 0xDEADAAAA),
s_mov_b32(s[1], 0xDEADBBBB),
s_pack_lh_b32_b16(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xDEADAAAA)
def test_s_pack_hh_b32_b16(self):
"""S_PACK_HH_B32_B16: D0 = { S1[31:16], S0[31:16] }."""
instructions = [
s_mov_b32(s[0], 0xDEADAAAA),
s_mov_b32(s[1], 0xDEADBBBB),
s_pack_hh_b32_b16(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xDEADDEAD)
def test_s_pack_hl_b32_b16(self):
"""S_PACK_HL_B32_B16: D0 = { S1[15:0], S0[31:16] }."""
instructions = [
s_mov_b32(s[0], 0xDEADAAAA),
s_mov_b32(s[1], 0xDEADBBBB),
s_pack_hl_b32_b16(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xBBBBDEAD)
class TestQuadmaskWqm(unittest.TestCase):
"""Tests for S_QUADMASK_B32 and S_WQM_B32."""
@@ -142,8 +210,8 @@ class TestBranch(unittest.TestCase):
"""S_CBRANCH_VCCNZ should only check VCC_LO in wave32."""
instructions = [
# Set VCC_LO = 0, VCC_HI = 1
s_mov_b32(s[SrcEnum.VCC_LO - 128], 0),
s_mov_b32(s[SrcEnum.VCC_HI - 128], 1),
s_mov_b32(VCC_LO, 0),
s_mov_b32(VCC_HI, 1),
v_mov_b32_e32(v[0], 0),
# If VCC_HI is incorrectly used, branch will be taken
s_cbranch_vccnz(1), # Skip next instruction if VCC != 0
@@ -156,8 +224,8 @@ class TestBranch(unittest.TestCase):
"""S_CBRANCH_VCCZ should only check VCC_LO in wave32."""
instructions = [
# Set VCC_LO = 1, VCC_HI = 0
s_mov_b32(s[SrcEnum.VCC_LO - 128], 1),
s_mov_b32(s[SrcEnum.VCC_HI - 128], 0),
s_mov_b32(VCC_LO, 1),
s_mov_b32(VCC_HI, 0),
v_mov_b32_e32(v[0], 0),
# If VCC_HI is incorrectly used, branch will be taken
s_cbranch_vccz(1), # Skip next instruction if VCC == 0
@@ -169,7 +237,7 @@ class TestBranch(unittest.TestCase):
def test_cbranch_vccnz_branches_on_vcc_lo(self):
"""S_CBRANCH_VCCNZ branches when VCC_LO is non-zero."""
instructions = [
s_mov_b32(s[SrcEnum.VCC_LO - 128], 1),
s_mov_b32(VCC_LO, 1),
v_mov_b32_e32(v[0], 0),
s_cbranch_vccnz(1), # Skip next instruction if VCC != 0
v_mov_b32_e32(v[0], 42), # This should be skipped
@@ -195,15 +263,6 @@ class Test64BitLiterals(unittest.TestCase):
result = i642f(st.vgpr[0][0] | (st.vgpr[0][1] << 32))
self.assertAlmostEqual(result, -4294967296.0, places=5)
def test_64bit_literal_positive_encoding(self):
"""64-bit instruction encodes large positive literals correctly."""
large_val = 0x12345678
inst = v_add_f64(v[2], v[0], large_val)
self.assertIsNotNone(inst._literal, "Literal should be set")
actual_lit = (inst._literal >> 32) & 0xffffffff
self.assertEqual(actual_lit, large_val, f"Literal should be {large_val:#x}, got {actual_lit:#x}")
class TestSCCBehavior(unittest.TestCase):
"""Tests for SCC condition code behavior."""
@@ -307,6 +366,56 @@ class TestSignedArithmetic(unittest.TestCase):
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 2)
def test_s_mul_hi_u32_max(self):
"""S_MUL_HI_U32: 0xFFFFFFFF * 0xFFFFFFFF."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF),
s_mov_b32(s[1], 0xFFFFFFFF),
s_mul_hi_u32(s[2], s[0], s[1]), # (0xFFFFFFFF * 0xFFFFFFFF) >> 32 = 0xFFFFFFFE
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xFFFFFFFE)
def test_s_mul_hi_i32_positive(self):
"""S_MUL_HI_I32: positive * positive."""
instructions = [
s_mov_b32(s[0], 0x40000000), # 2^30
s_mov_b32(s[1], 4),
s_mul_hi_i32(s[2], s[0], s[1]), # (2^30 * 4) >> 32 = 1
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 1)
def test_s_mul_hi_i32_neg_times_neg(self):
"""S_MUL_HI_I32: (-1) * (-1) = 1, high bits = 0."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # -1
s_mov_b32(s[1], 0xFFFFFFFF), # -1
s_mul_hi_i32(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0)
def test_s_mul_hi_i32_neg_times_pos(self):
"""S_MUL_HI_I32: (-1) * 2 = -2, high bits = -1 (sign extension)."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # -1
s_mov_b32(s[1], 2),
s_mul_hi_i32(s[2], s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xFFFFFFFF) # -1 sign extends
def test_s_mul_hi_i32_min_int(self):
"""S_MUL_HI_I32: MIN_INT * 2 = -2^32, high = -1."""
instructions = [
s_mov_b32(s[0], 0x80000000), # -2^31 (MIN_INT)
s_mov_b32(s[1], 2),
s_mul_hi_i32(s[2], s[0], s[1]), # (-2^31 * 2) >> 32 = -1
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0xFFFFFFFF)
def test_s_mul_i32(self):
"""S_MUL_I32: signed multiply low 32 bits."""
instructions = [
@@ -338,5 +447,490 @@ class TestSignedArithmetic(unittest.TestCase):
self.assertEqual(st.sgpr[7], ((dividend * 2) + 1) & 0xFFFFFFFF)
class TestBitSet(unittest.TestCase):
"""Tests for S_BITSET0_B32 and S_BITSET1_B32 instructions."""
def test_s_bitset1_b32_set_bit0(self):
"""S_BITSET1_B32: set bit 0 in destination."""
instructions = [
s_mov_b32(s[0], 0), # start with 0
s_mov_b32(s[1], 0), # bit position = 0
s_bitset1_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 1, "Bit 0 should be set")
def test_s_bitset1_b32_set_bit31(self):
"""S_BITSET1_B32: set bit 31 in destination."""
instructions = [
s_mov_b32(s[0], 0), # start with 0
s_mov_b32(s[1], 31), # bit position = 31
s_bitset1_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0x80000000, "Bit 31 should be set")
def test_s_bitset1_b32_preserves_other_bits(self):
"""S_BITSET1_B32: preserves bits not being set."""
instructions = [
s_mov_b32(s[0], 0xFF00FF00), # existing pattern
s_mov_b32(s[1], 0), # bit position = 0
s_bitset1_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0xFF00FF01, "Should set bit 0 while preserving others")
def test_s_bitset0_b32_clear_bit0(self):
"""S_BITSET0_B32: clear bit 0 in destination."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # start with all bits set
s_mov_b32(s[1], 0), # bit position = 0
s_bitset0_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0xFFFFFFFE, "Bit 0 should be cleared")
def test_s_bitset0_b32_clear_bit31(self):
"""S_BITSET0_B32: clear bit 31 in destination."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # start with all bits set
s_mov_b32(s[1], 31), # bit position = 31
s_bitset0_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0x7FFFFFFF, "Bit 31 should be cleared")
def test_s_bitset1_b32_uses_low5_bits(self):
"""S_BITSET1_B32: only uses low 5 bits of position (mod 32)."""
instructions = [
s_mov_b32(s[0], 0),
s_mov_b32(s[1], 32 + 5), # position = 37, but mod 32 = 5
s_bitset1_b32(s[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0x20, "Bit 5 should be set (37 mod 32 = 5)")
class TestBfeI64(unittest.TestCase):
"""Tests for S_BFE_I64 - 64-bit bit field extract with sign extension.
Regression tests for sign extension bug where 32-bit masks were incorrectly
used for 64-bit operations, causing the high 32 bits to not be sign-extended.
"""
def test_s_bfe_i64_positive_no_sign_extend(self):
"""S_BFE_I64: positive value (1) in 16 bits should not sign extend."""
# S1 encodes: [22:16] = width, [5:0] = offset
# width=16, offset=0 -> S1 = (16 << 16) | 0 = 0x100000
instructions = [
s_mov_b32(s[0], 1), # S0 lo = 1
s_mov_b32(s[1], 0), # S0 hi = 0
s_mov_b32(s[2], 0x100000), # width=16, offset=0
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 1, "lo should be 1")
self.assertEqual(st.vgpr[0][1], 0, "hi should be 0 (no sign extend)")
def test_s_bfe_i64_negative_sign_extend(self):
"""S_BFE_I64: 0xFFFF (-1 in 16 bits) should sign extend to 64 bits.
This is the main regression test - before the fix, hi was 0 instead of 0xFFFFFFFF.
"""
instructions = [
s_mov_b32(s[0], 0xFFFF), # S0 lo = -1 in 16 bits
s_mov_b32(s[1], 0), # S0 hi = 0
s_mov_b32(s[2], 0x100000), # width=16, offset=0
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFFF, "lo should be 0xFFFFFFFF")
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF, "hi should be 0xFFFFFFFF (sign extended)")
def test_s_bfe_i64_8bit_negative_sign_extend(self):
"""S_BFE_I64: 0xFF (-1 in 8 bits) should sign extend to 64 bits."""
# width=8, offset=0 -> S1 = (8 << 16) | 0 = 0x80000
instructions = [
s_mov_b32(s[0], 0xFF), # S0 lo = -1 in 8 bits
s_mov_b32(s[1], 0), # S0 hi = 0
s_mov_b32(s[2], 0x80000), # width=8, offset=0
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFFF, "lo should be 0xFFFFFFFF")
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF, "hi should be 0xFFFFFFFF (sign extended)")
def test_s_bfe_i64_8bit_positive(self):
"""S_BFE_I64: 0x7F (127 in 8 bits) should not sign extend."""
# width=8, offset=0 -> S1 = (8 << 16) | 0 = 0x80000
instructions = [
s_mov_b32(s[0], 0x7F), # S0 lo = 127 in 8 bits (MSB=0)
s_mov_b32(s[1], 0), # S0 hi = 0
s_mov_b32(s[2], 0x80000), # width=8, offset=0
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x7F, "lo should be 0x7F")
self.assertEqual(st.vgpr[0][1], 0, "hi should be 0 (no sign extend)")
def test_s_bfe_i64_with_offset(self):
"""S_BFE_I64: extract from non-zero bit offset with sign extension."""
# Extract 16 bits starting at bit 8: value 0xFF00 >> 8 = 0xFF = -1 in 8 bits? No wait...
# Let's put 0x8000FF00: extract 16 bits at offset 8 = 0x00FF (positive)
# Put 0xFF00_0000: extract 16 bits at offset 16 = 0xFF00 = -256 in signed 16-bit
instructions = [
s_mov_b32(s[0], 0xFF000000), # bits [31:24] = 0xFF, [23:16] = 0x00
s_mov_b32(s[1], 0),
# width=16, offset=16 -> S1 = (16 << 16) | 16 = 0x100010
s_mov_b32(s[2], 0x100010),
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
# Extract bits [31:16] = 0xFF00, sign bit is bit 15 of extracted = bit 31 of original = 1
# So result should be sign-extended 0xFF00 -> 0xFFFFFF00 in lo, 0xFFFFFFFF in hi
self.assertEqual(st.vgpr[0][0], 0xFFFFFF00, "lo should be sign-extended 0xFF00")
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF, "hi should be 0xFFFFFFFF (sign extended)")
def test_s_bfe_i64_32bit_negative(self):
"""S_BFE_I64: extract 32 bits with sign extension."""
# width=32, offset=0 -> S1 = (32 << 16) | 0 = 0x200000
instructions = [
s_mov_b32(s[0], 0x80000000), # MIN_INT32 = -2^31
s_mov_b32(s[1], 0),
s_mov_b32(s[2], 0x200000), # width=32, offset=0
s_bfe_i64(s[4:5], s[0:1], s[2]),
v_mov_b32_e32(v[0], s[4]),
v_mov_b32_e32(v[1], s[5]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x80000000, "lo should be 0x80000000")
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF, "hi should be 0xFFFFFFFF (sign extended)")
class Test64BitCompare(unittest.TestCase):
"""Tests for 64-bit scalar compare instructions."""
def test_s_cmp_eq_u64_equal(self):
"""S_CMP_EQ_U64: comparing equal 64-bit values sets SCC=1."""
val = 0x123456789ABCDEF0
instructions = [
s_mov_b32(s[0], val & 0xFFFFFFFF),
s_mov_b32(s[1], val >> 32),
s_mov_b32(s[2], val & 0xFFFFFFFF),
s_mov_b32(s[3], val >> 32),
s_cmp_eq_u64(s[0:1], s[2:3]),
s_cselect_b32(s[4], 1, 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.scc, 1)
self.assertEqual(st.sgpr[4], 1)
def test_s_cmp_eq_u64_different_upper_bits(self):
"""S_CMP_EQ_U64: values differing only in upper 32 bits are not equal."""
# This is the bug case - if only lower 32 bits are compared, these would be equal
instructions = [
s_mov_b32(s[0], 0), # lower 32 bits of value 0
s_mov_b32(s[1], 0), # upper 32 bits of value 0
s_mov_b32(s[2], 0), # lower 32 bits of 0x100000000
s_mov_b32(s[3], 1), # upper 32 bits of 0x100000000
s_cmp_eq_u64(s[0:1], s[2:3]),
s_cselect_b32(s[4], 1, 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.scc, 0, "0 != 0x100000000, SCC should be 0")
self.assertEqual(st.sgpr[4], 0)
def test_s_cmp_lg_u64_different(self):
"""S_CMP_LG_U64: different 64-bit values sets SCC=1."""
instructions = [
s_mov_b32(s[0], 0),
s_mov_b32(s[1], 0), # s[0:1] = 0
s_mov_b32(s[2], 0),
s_mov_b32(s[3], 1), # s[2:3] = 0x100000000
s_cmp_lg_u64(s[0:1], s[2:3]),
s_cselect_b32(s[4], 1, 0),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.scc, 1, "0 != 0x100000000, SCC should be 1")
self.assertEqual(st.sgpr[4], 1)
class TestSOPPNop(unittest.TestCase):
"""Tests for S_NOP and other SOPP instructions with expression-based for loops.
S_NOP's pcode uses 'for i in 0U : SIMM16.u16[3 : 0].u32 do' which requires
the parser to handle non-constant loop bounds.
"""
def test_s_nop_basic(self):
"""S_NOP executes without side effects."""
# S_NOP with immediate 0 should just do nothing
instructions = [
s_mov_b32(s[0], 42),
s_nop(0), # nop with simm16=0
s_mov_b32(s[1], 100),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 42)
self.assertEqual(st.sgpr[1], 100)
def test_s_nop_with_count(self):
"""S_NOP with count parameter executes multiple nops."""
# S_NOP with immediate 3 should execute 4 nops (0:3 inclusive)
instructions = [
s_mov_b32(s[0], 1),
s_nop(3), # nop with simm16=3 -> 4 iterations
s_add_u32(s[0], s[0], 1),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 2)
class TestNullRegister(unittest.TestCase):
"""Tests for NULL register (124) behavior - writes should be discarded, reads return 0."""
def test_s_mov_b32_from_null(self):
"""S_MOV_B32 from NULL should read as 0."""
instructions = [
s_mov_b32(s[0], 0xDEADBEEF), # Set s[0] to sentinel
s_mov_b32(s[0], NULL), # Read from NULL - should be 0
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0)
def test_s_add_u32_with_null_src(self):
"""S_ADD_U32 with NULL as source should use 0."""
instructions = [
s_mov_b32(s[0], 100),
s_add_u32(s[1], s[0], NULL), # 100 + 0 = 100
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[1], 100)
def test_s_mov_b32_to_null(self):
"""S_MOV_B32 to NULL (sdst=124) should discard the write."""
instructions = [
s_mov_b32(s[0], 0xDEADBEEF), # Set s[0] to sentinel
s_mov_b32(NULL, 42), # Write to NULL - should be discarded
# s[0] should still be 0xDEADBEEF since NULL write doesn't affect it
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0], 0xDEADBEEF)
def test_s_add_u32_to_null(self):
"""S_ADD_U32 with sdst=NULL should discard result but still set SCC."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF),
s_mov_b32(s[1], 1),
s_add_u32(NULL, s[0], s[1]), # overflow, write to NULL
s_cselect_b32(s[2], 1, 0), # capture SCC
]
st = run_program(instructions, n_lanes=1)
# SCC should still be set from overflow even though result was discarded
self.assertEqual(st.sgpr[2], 1)
self.assertEqual(st.scc, 1)
def test_s_and_b32_to_null(self):
"""S_AND_B32 with sdst=NULL should discard result but still set SCC."""
instructions = [
s_mov_b32(s[0], 0xFF00FF00),
s_mov_b32(s[1], 0x0F0F0F0F),
s_and_b32(NULL, s[0], s[1]), # result=0x0F000F00, non-zero so SCC=1
s_cselect_b32(s[2], 1, 0), # capture SCC
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 1) # SCC=1 because result was non-zero
self.assertEqual(st.scc, 1)
def test_s_or_b32_to_null_zero_result(self):
"""S_OR_B32 with sdst=NULL and zero result should set SCC=0."""
instructions = [
s_mov_b32(s[0], 0),
s_mov_b32(s[1], 0),
s_or_b32(NULL, s[0], s[1]), # result=0, so SCC=0
s_cselect_b32(s[2], 1, 0), # capture SCC
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[2], 0) # SCC=0 because result was zero
self.assertEqual(st.scc, 0)
class Test64BitSOP1InlineConstants(unittest.TestCase):
"""Tests for 64-bit SOP1 instructions with inline constants.
Regression tests for bug where rsrc_dyn didn't properly handle 64-bit
inline constants, incorrectly duplicating lo bits to hi instead of
zero/sign-extending.
"""
def test_s_mov_b64_inline_0(self):
"""S_MOV_B64 with inline constant 0."""
instructions = [
s_mov_b64(s[0:1], 0),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_mov_b64_inline_16(self):
"""S_MOV_B64 with inline constant 16 should set lo=16, hi=0."""
instructions = [
s_mov_b64(s[0:1], 16),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 16)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_mov_b64_inline_64(self):
"""S_MOV_B64 with inline constant 64 (max positive)."""
instructions = [
s_mov_b64(s[0:1], 64),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 64)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_mov_b64_inline_neg1(self):
"""S_MOV_B64 with inline constant -1 should sign-extend."""
instructions = [
s_mov_b64(s[0:1], -1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFFF)
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF)
def test_s_mov_b64_inline_neg16(self):
"""S_MOV_B64 with inline constant -16 should sign-extend."""
instructions = [
s_mov_b64(s[0:1], -16),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFF0)
self.assertEqual(st.vgpr[0][1], 0xFFFFFFFF)
def test_s_mov_b64_float_const_1_0(self):
"""S_MOV_B64 with float inline constant 1.0 - casts F32 to F64."""
instructions = [
s_mov_b64(s[0:1], 1.0), # inline constant 242 (1.0f)
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
# Hardware casts F32 to F64: 1.0f64 = 0x3FF0000000000000
self.assertEqual(st.vgpr[0][0], 0x00000000) # lo
self.assertEqual(st.vgpr[0][1], 0x3FF00000) # hi
def test_s_or_b64_inline_constant(self):
"""S_OR_B64 with 64-bit inline constant."""
instructions = [
s_mov_b64(s[0:1], 0),
s_or_b64(s[2:3], s[0:1], 16),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 16)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_and_b64_inline_constant(self):
"""S_AND_B64 with 64-bit inline constant."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF),
s_mov_b32(s[1], 0xFFFFFFFF),
s_and_b64(s[2:3], s[0:1], 16),
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 16)
self.assertEqual(st.vgpr[0][1], 0)
class Test64BitSOPLiterals(unittest.TestCase):
"""Tests for 64-bit SOP instructions with 32-bit literals.
Tests the behavior when a 64-bit SOP instruction uses a 32-bit literal
(offset 255 in instruction encoding). The literal is zero-extended to 64 bits.
"""
def test_s_mov_b64_literal(self):
"""S_MOV_B64 with 32-bit literal value - zero-extended to 64 bits."""
instructions = [
s_mov_b64(s[0:1], 0x12345678), # literal > 64, uses literal encoding
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x12345678)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_or_b64_literal(self):
"""S_OR_B64 with 32-bit literal value - zero-extended to 64 bits."""
instructions = [
s_mov_b64(s[0:1], 0),
s_or_b64(s[2:3], s[0:1], 0x12345678), # literal
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x12345678)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_and_b64_literal(self):
"""S_AND_B64 with 32-bit literal value - zero-extended to 64 bits."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF),
s_mov_b32(s[1], 0xFFFFFFFF),
s_and_b64(s[2:3], s[0:1], 0x12345678), # literal
v_mov_b32_e32(v[0], s[2]),
v_mov_b32_e32(v[1], s[3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x12345678)
self.assertEqual(st.vgpr[0][1], 0)
def test_s_mov_b64_literal_negative(self):
"""S_MOV_B64 with 0xFFFFFFFF literal - zero-extended (not sign-extended)."""
instructions = [
s_mov_b64(s[0:1], 0xFFFFFFFF), # -1 as 32-bit, but zero-extended to 64-bit
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFFF)
self.assertEqual(st.vgpr[0][1], 0) # zero-extended, not sign-extended
def test_s_mov_b64_literal_high_bit(self):
"""S_MOV_B64 with 0x80000000 literal - zero-extended (not sign-extended)."""
instructions = [
s_mov_b64(s[0:1], 0x80000000), # high bit set, but zero-extended
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0x80000000)
self.assertEqual(st.vgpr[0][1], 0) # zero-extended, not sign-extended
if __name__ == '__main__':
unittest.main()
+358 -16
View File
@@ -255,7 +255,6 @@ class TestF16Conversions(unittest.TestCase):
def test_v_cvt_f16_f32_small(self):
"""V_CVT_F16_F32 converts small f32 value."""
from extra.assembly.amd.pcode import f32_to_f16
instructions = [
v_mov_b32_e32(v[0], 0.5),
v_cvt_f16_f32_e32(v[1], v[0]),
@@ -293,7 +292,6 @@ class TestF16Conversions(unittest.TestCase):
def test_v_cvt_f16_f32_reads_full_32bit_source(self):
"""V_CVT_F16_F32 must read full 32-bit f32 source."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x3fc00000), # f32 1.5
v_mov_b32_e32(v[0], s[0]),
@@ -302,7 +300,7 @@ class TestF16Conversions(unittest.TestCase):
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1]
lo_bits = result & 0xffff
self.assertEqual(lo_bits, 0x3e00, f"Expected f16(1.5)=0x3e00, got 0x{lo_bits:04x} ({_f16(lo_bits)})")
self.assertEqual(lo_bits, 0x3e00, f"Expected f16(1.5)=0x3e00, got 0x{lo_bits:04x} ({f16(lo_bits)})")
def test_v_cvt_i16_f16_zero(self):
"""V_CVT_I16_F16 converts f16 zero to i16 zero."""
@@ -348,6 +346,142 @@ class TestF16Conversions(unittest.TestCase):
self.assertEqual(result, 1, f"Expected 1 from high bits, got {result}")
class TestF64Conversions(unittest.TestCase):
"""Tests for f64 conversion instructions. Regression tests for f32_to_f64/f64_to_f32."""
def test_v_cvt_f64_f32_one(self):
"""V_CVT_F64_F32 converts f32 1.0 to f64."""
instructions = [
s_mov_b32(s[0], f2i(1.0)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_f32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, 1.0, places=10)
def test_v_cvt_f64_f32_negative(self):
"""V_CVT_F64_F32 converts f32 -2.5 to f64."""
instructions = [
s_mov_b32(s[0], f2i(-2.5)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_f32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, -2.5, places=10)
def test_v_cvt_f64_f32_pi(self):
"""V_CVT_F64_F32 converts f32 pi to f64."""
import math
instructions = [
s_mov_b32(s[0], f2i(3.14159265)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_f32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, 3.14159265, places=5)
def test_v_cvt_f64_f32_zero(self):
"""V_CVT_F64_F32 converts f32 0.0 to f64."""
instructions = [
v_mov_b32_e32(v[0], 0),
v_cvt_f64_f32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertEqual(result, 0.0)
def test_v_cvt_f32_f64_one(self):
"""V_CVT_F32_F64 converts f64 1.0 to f32."""
f64_bits = f2i64(1.0)
lo, hi = f64_bits & 0xFFFFFFFF, (f64_bits >> 32) & 0xFFFFFFFF
instructions = [
s_mov_b32(s[0], lo),
s_mov_b32(s[1], hi),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_cvt_f32_f64_e32(v[2], v[0:1]),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][2])
self.assertAlmostEqual(result, 1.0, places=5)
def test_v_cvt_f32_f64_negative(self):
"""V_CVT_F32_F64 converts f64 -3.5 to f32."""
f64_bits = f2i64(-3.5)
lo, hi = f64_bits & 0xFFFFFFFF, (f64_bits >> 32) & 0xFFFFFFFF
instructions = [
s_mov_b32(s[0], lo),
s_mov_b32(s[1], hi),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_cvt_f32_f64_e32(v[2], v[0:1]),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][2])
self.assertAlmostEqual(result, -3.5, places=5)
def test_v_cvt_f32_f64_large(self):
"""V_CVT_F32_F64 converts large f64 to f32."""
f64_bits = f2i64(123456.789)
lo, hi = f64_bits & 0xFFFFFFFF, (f64_bits >> 32) & 0xFFFFFFFF
instructions = [
s_mov_b32(s[0], lo),
s_mov_b32(s[1], hi),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_cvt_f32_f64_e32(v[2], v[0:1]),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][2])
self.assertAlmostEqual(result, 123456.789, places=0)
def test_v_cvt_f64_i32_positive(self):
"""V_CVT_F64_I32 converts positive i32 to f64."""
instructions = [
s_mov_b32(s[0], 42),
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_i32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, 42.0, places=10)
def test_v_cvt_f64_i32_negative(self):
"""V_CVT_F64_I32 converts negative i32 to f64."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # -1 as i32
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_i32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, -1.0, places=10)
def test_v_cvt_f64_u32_large(self):
"""V_CVT_F64_U32 converts large u32 to f64."""
instructions = [
s_mov_b32(s[0], 0xFFFFFFFF), # max u32
v_mov_b32_e32(v[0], s[0]),
v_cvt_f64_u32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertAlmostEqual(result, 4294967295.0, places=0)
def test_v_cvt_f64_u32_zero(self):
"""V_CVT_F64_U32 converts 0 to f64."""
instructions = [
v_mov_b32_e32(v[0], 0),
v_cvt_f64_u32_e32(v[2:3], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = i642f((st.vgpr[0][3] << 32) | st.vgpr[0][2])
self.assertEqual(result, 0.0)
class TestClz(unittest.TestCase):
"""Tests for V_CLZ_I32_U32 - count leading zeros."""
@@ -526,16 +660,16 @@ class TestExp(unittest.TestCase):
class TestReadFirstLane(unittest.TestCase):
"""Tests for V_READFIRSTLANE_B32."""
def _readfirstlane(self, sdst_idx, vsrc):
def _readfirstlane(self, sdst, vsrc):
"""Helper to create V_READFIRSTLANE_B32 with SGPR destination."""
return VOP1(VOP1Op.V_READFIRSTLANE_B32, vdst=RawImm(sdst_idx), src0=vsrc)
return v_readfirstlane_b32_e32(sdst, vsrc)
def test_v_readfirstlane_b32_basic(self):
"""V_READFIRSTLANE_B32 reads from the first active lane."""
instructions = [
v_lshlrev_b32_e32(v[0], 2, v[255]),
v_add_nc_u32_e32(v[0], 1000, v[0]),
self._readfirstlane(0, v[0]),
self._readfirstlane(s[0], v[0]),
v_mov_b32_e32(v[1], s[0]),
]
st = run_program(instructions, n_lanes=4)
@@ -547,7 +681,7 @@ class TestReadFirstLane(unittest.TestCase):
instructions = [
v_lshlrev_b32_e32(v[7], 5, v[255]),
v_add_nc_u32_e32(v[7], 200, v[7]),
self._readfirstlane(0, v[7]),
self._readfirstlane(s[0], v[7]),
v_mov_b32_e32(v[8], s[0]),
]
st = run_program(instructions, n_lanes=4)
@@ -560,7 +694,6 @@ class TestCvtF16Modifiers(unittest.TestCase):
def test_v_cvt_f32_f16_abs_negative(self):
"""V_CVT_F32_F16 with |abs| on negative value."""
from extra.assembly.amd.pcode import f32_to_f16
f16_neg1 = f32_to_f16(-1.0) # 0xbc00
instructions = [
s_mov_b32(s[0], f16_neg1),
@@ -573,7 +706,6 @@ class TestCvtF16Modifiers(unittest.TestCase):
def test_v_cvt_f32_f16_abs_positive(self):
"""V_CVT_F32_F16 with |abs| on positive value (should stay positive)."""
from extra.assembly.amd.pcode import f32_to_f16
f16_2 = f32_to_f16(2.0) # 0x4000
instructions = [
s_mov_b32(s[0], f16_2),
@@ -586,7 +718,6 @@ class TestCvtF16Modifiers(unittest.TestCase):
def test_v_cvt_f32_f16_neg_positive(self):
"""V_CVT_F32_F16 with neg on positive value."""
from extra.assembly.amd.pcode import f32_to_f16
f16_2 = f32_to_f16(2.0) # 0x4000
instructions = [
s_mov_b32(s[0], f16_2),
@@ -599,7 +730,6 @@ class TestCvtF16Modifiers(unittest.TestCase):
def test_v_cvt_f32_f16_neg_negative(self):
"""V_CVT_F32_F16 with neg on negative value (double negative)."""
from extra.assembly.amd.pcode import f32_to_f16
f16_neg2 = f32_to_f16(-2.0) # 0xc000
instructions = [
s_mov_b32(s[0], f16_neg2),
@@ -612,7 +742,6 @@ class TestCvtF16Modifiers(unittest.TestCase):
def test_v_cvt_f16_f32_then_pack_for_wmma(self):
"""CVT F32->F16 followed by pack (common WMMA pattern)."""
from extra.assembly.amd.pcode import _f16
f32_val = 3.5
instructions = [
s_mov_b32(s[0], f2i(f32_val)),
@@ -621,8 +750,8 @@ class TestCvtF16Modifiers(unittest.TestCase):
v_pack_b32_f16(v[2], v[1], v[1]), # Pack same value
]
st = run_program(instructions, n_lanes=1)
lo = _f16(st.vgpr[0][2] & 0xffff)
hi = _f16((st.vgpr[0][2] >> 16) & 0xffff)
lo = f16(st.vgpr[0][2] & 0xffff)
hi = f16((st.vgpr[0][2] >> 16) & 0xffff)
self.assertAlmostEqual(lo, f32_val, places=1)
self.assertAlmostEqual(hi, f32_val, places=1)
@@ -668,7 +797,6 @@ class TestConversionRounding(unittest.TestCase):
def test_f16_to_f32_precision(self):
"""F16 to F32 conversion precision."""
from extra.assembly.amd.pcode import f32_to_f16
f16_val = f32_to_f16(1.5)
instructions = [
s_mov_b32(s[0], f16_val),
@@ -680,7 +808,6 @@ class TestConversionRounding(unittest.TestCase):
def test_f16_denormal_to_f32(self):
"""F16 denormal converts to small positive f32."""
from extra.assembly.amd.pcode import _f16
f16_denorm = 0x0001 # Smallest positive f16 denormal
instructions = [
v_mov_b32_e32(v[0], f16_denorm),
@@ -1238,5 +1365,220 @@ class TestFloorEdgeCases(unittest.TestCase):
self.assertAlmostEqual(i2f(st.vgpr[0][1]), -1.0, places=5)
class TestVop1F16HiHalf(unittest.TestCase):
"""Regression tests for VOP1 f16 hi-half source operand handling.
For 16-bit VOP1 operations, when src0 is in the range v[128]+ (offset >= 384),
the hardware reads from the high 16 bits of v[src0-128]. The emulator must
extract bits [31:16] from the actual VGPR.
"""
def test_v_cvt_f32_f16_src_hi_half(self):
"""V_CVT_F32_F16 with source from hi-half (v[128]+).
When src0 >= v[128], it reads from the high 16 bits of v[src0-128].
This is critical for global_load_d16_hi_b16 + v_cvt_f32_f16 patterns.
Regression test for: VOP1 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# v_cvt_f32_f16 v[1], v[128] (reads hi half of v[0])
# Should convert f16(2.0) to f32(2.0)
v_cvt_f32_f16_e32(v[1], v[128]),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][1])
self.assertAlmostEqual(result, 2.0, places=5, msg=f"Expected f32(2.0), got {result}")
def test_v_cvt_f32_f16_src_lo_vs_hi(self):
"""V_CVT_F32_F16 comparing lo and hi half reads.
v[0] has different values in lo and hi halves.
v_cvt_f32_f16 v[1], v[0] should read lo (1.0)
v_cvt_f32_f16 v[2], v[128] should read hi (2.0)
Regression test for: VOP1 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# Read from lo half
v_cvt_f32_f16_e32(v[1], v[0]),
# Read from hi half
v_cvt_f32_f16_e32(v[2], v[128]),
]
st = run_program(instructions, n_lanes=1)
result_lo = i2f(st.vgpr[0][1])
result_hi = i2f(st.vgpr[0][2])
self.assertAlmostEqual(result_lo, 1.0, places=5, msg=f"Expected f32(1.0) from lo, got {result_lo}")
self.assertAlmostEqual(result_hi, 2.0, places=5, msg=f"Expected f32(2.0) from hi, got {result_hi}")
def test_v_cvt_i16_f16_src_hi_half(self):
"""V_CVT_I16_F16 with source from hi-half.
Regression test for: VOP1 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0xc000_3c00: hi=f16(-2.0), lo=f16(1.0)
s_mov_b32(s[0], 0xc0003c00),
v_mov_b32_e32(v[0], s[0]),
# v_cvt_i16_f16 v[1], v[128] (reads hi half of v[0])
# Should convert f16(-2.0) to i16(-2)
v_cvt_i16_f16_e32(v[1], v[128]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
expected = (-2) & 0xffff
self.assertEqual(result, expected, f"Expected i16(-2)=0x{expected:04x}, got 0x{result:04x}")
def test_v_mov_b16_src_hi_half(self):
"""V_MOV_B16 with source from hi-half.
Regression test for: VOP1 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0xBEEF_DEAD: hi=0xBEEF, lo=0xDEAD
s_mov_b32(s[0], 0xBEEFDEAD),
v_mov_b32_e32(v[0], s[0]),
# v[1] = 0x0000_0000 initially
v_mov_b32_e32(v[1], 0),
# v_mov_b16 v[1], v[128] (reads hi half of v[0])
# Should move 0xBEEF to v[1].lo
v_mov_b16_e32(v[1], v[128]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertEqual(result, 0xBEEF, f"Expected 0xBEEF from hi half, got 0x{result:04x}")
class TestReciprocalF16(unittest.TestCase):
"""Tests for V_RCP_F16 - reciprocal in half precision.
The pcode uses a 16-bit float literal: D0.f16 = 16'1.0 / S0.f16
This tests that the sized float literal (16'1.0) is correctly parsed.
"""
def test_v_rcp_f16_one(self):
"""V_RCP_F16: 1/1.0 = 1.0"""
import struct
def f16_to_bits(f): return struct.unpack('<H', struct.pack('<e', f))[0]
def bits_to_f16(b): return struct.unpack('<e', struct.pack('<H', b))[0]
instructions = [
# Load f16 1.0 into low 16 bits of v[0]
v_mov_b32_e32(v[0], f16_to_bits(1.0)),
v_rcp_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = bits_to_f16(st.vgpr[0][1] & 0xFFFF)
self.assertAlmostEqual(result, 1.0, places=2, msg="1/1.0 should be 1.0")
def test_v_rcp_f16_two(self):
"""V_RCP_F16: 1/2.0 = 0.5"""
import struct
def f16_to_bits(f): return struct.unpack('<H', struct.pack('<e', f))[0]
def bits_to_f16(b): return struct.unpack('<e', struct.pack('<H', b))[0]
instructions = [
v_mov_b32_e32(v[0], f16_to_bits(2.0)),
v_rcp_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = bits_to_f16(st.vgpr[0][1] & 0xFFFF)
self.assertAlmostEqual(result, 0.5, places=2, msg="1/2.0 should be 0.5")
def test_v_rcp_f16_four(self):
"""V_RCP_F16: 1/4.0 = 0.25"""
import struct
def f16_to_bits(f): return struct.unpack('<H', struct.pack('<e', f))[0]
def bits_to_f16(b): return struct.unpack('<e', struct.pack('<H', b))[0]
instructions = [
v_mov_b32_e32(v[0], f16_to_bits(4.0)),
v_rcp_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = bits_to_f16(st.vgpr[0][1] & 0xFFFF)
self.assertAlmostEqual(result, 0.25, places=2, msg="1/4.0 should be 0.25")
class TestCvtNormF16(unittest.TestCase):
"""Tests for V_CVT_NORM_I16_F16 and V_CVT_NORM_U16_F16."""
def test_cvt_norm_i16_f16_positive(self):
"""V_CVT_NORM_I16_F16: f16 1.0 -> i16 max (32767)."""
instructions = [
s_mov_b32(s[0], f32_to_f16(1.0)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_norm_i16_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertEqual(result, 32767)
def test_cvt_norm_i16_f16_negative(self):
"""V_CVT_NORM_I16_F16: f16 -1.0 -> i16 -32767 (0x8001)."""
instructions = [
s_mov_b32(s[0], f32_to_f16(-1.0)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_norm_i16_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertEqual(result, 0x8001) # -32767, hardware uses symmetric range
def test_cvt_norm_i16_f16_zero(self):
"""V_CVT_NORM_I16_F16: f16 0.0 -> i16 0."""
instructions = [
v_mov_b32_e32(v[0], 0),
v_cvt_norm_i16_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertEqual(result, 0)
def test_cvt_norm_u16_f16_one(self):
"""V_CVT_NORM_U16_F16: f16 1.0 -> u16 max (65535)."""
instructions = [
s_mov_b32(s[0], f32_to_f16(1.0)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_norm_u16_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertEqual(result, 65535)
def test_cvt_norm_u16_f16_half(self):
"""V_CVT_NORM_U16_F16: f16 0.5 -> u16 ~32768."""
instructions = [
s_mov_b32(s[0], f32_to_f16(0.5)),
v_mov_b32_e32(v[0], s[0]),
v_cvt_norm_u16_f16_e32(v[1], v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
self.assertAlmostEqual(result, 32768, delta=1)
class TestPermlane64(unittest.TestCase):
"""Tests for V_PERMLANE64_B32 instruction (wave64 cross-half swap)."""
def test_v_permlane64_b32_is_nop_in_wave32(self):
"""V_PERMLANE64_B32 is a NOP in wave32 mode.
Per AMD pcode: "if WAVE32 then s_nop(...) else ... endif"
The emulator runs in wave32 mode, so this instruction should not modify registers.
"""
instructions = [
v_mov_b32_e32(v[0], 0xCAFEBABE), # source
v_mov_b32_e32(v[1], 0x12345678), # dest (should be preserved)
v_permlane64_b32_e32(v[1], v[0]), # NOP in wave32
]
st = run_program(instructions, n_lanes=1)
# Dest register should be unchanged (NOP behavior in wave32)
self.assertEqual(st.vgpr[0][1], 0x12345678)
if __name__ == '__main__':
unittest.main()
+539 -7
View File
@@ -46,7 +46,7 @@ class TestBasicArithmetic(unittest.TestCase):
instructions = [
v_mov_b32_e32(v[0], 2.0),
v_mov_b32_e32(v[1], 4.0),
v_fmaak_f32_e32(v[2], v[0], v[1], 0x3f800000),
v_fmaak_f32_e32(v[2], v[0], v[1], literal=0x3f800000),
]
st = run_program(instructions, n_lanes=1)
self.assertAlmostEqual(i2f(st.vgpr[0][2]), 9.0, places=5)
@@ -56,7 +56,7 @@ class TestBasicArithmetic(unittest.TestCase):
instructions = [
v_mov_b32_e32(v[0], 2.0),
v_mov_b32_e32(v[1], 1.0),
v_fmamk_f32_e32(v[2], v[0], 0x40800000, v[1]),
v_fmamk_f32_e32(v[2], v[0], v[1], literal=0x40800000),
]
st = run_program(instructions, n_lanes=1)
self.assertAlmostEqual(i2f(st.vgpr[0][2]), 9.0, places=5)
@@ -66,7 +66,7 @@ class TestBasicArithmetic(unittest.TestCase):
instructions = [
v_mov_b32_e32(v[0], 4.0),
v_mov_b32_e32(v[1], 1.0),
v_fmamk_f32_e32(v[2], v[0], f2i(0.5), v[1]),
v_fmamk_f32_e32(v[2], v[0], v[1], literal=f2i(0.5)),
]
st = run_program(instructions, n_lanes=1)
self.assertAlmostEqual(i2f(st.vgpr[0][2]), 3.0, places=5)
@@ -237,6 +237,32 @@ class TestF16Ops(unittest.TestCase):
# 2.0 * 3.0 + 1.0 = 7.0, f16 7.0 = 0x4700
self.assertEqual(result, 0x4700, f"Expected 0x4700 (f16 7.0), got 0x{result:04x}")
def test_v_max_f16_basic(self):
"""V_MAX_F16 returns the maximum of two f16 values."""
instructions = [
s_mov_b32(s[0], 0x3c00), # f16 1.0
s_mov_b32(s[1], 0x4000), # f16 2.0
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_max_f16_e32(v[2], v[0], v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2] & 0xffff
self.assertEqual(result, 0x4000, f"Expected 0x4000 (f16 2.0), got 0x{result:04x}")
def test_v_min_f16_basic(self):
"""V_MIN_F16 returns the minimum of two f16 values."""
instructions = [
s_mov_b32(s[0], 0x3c00), # f16 1.0
s_mov_b32(s[1], 0x4000), # f16 2.0
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_min_f16_e32(v[2], v[0], v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2] & 0xffff
self.assertEqual(result, 0x3c00, f"Expected 0x3c00 (f16 1.0), got 0x{result:04x}")
def test_v_fmaak_f16_basic(self):
"""V_FMAAK_F16: d = a * b + K."""
instructions = [
@@ -244,7 +270,7 @@ class TestF16Ops(unittest.TestCase):
s_mov_b32(s[1], 0x4200), # f16 3.0
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_fmaak_f16_e32(v[2], v[0], v[1], 0x3c00), # + f16 1.0
v_fmaak_f16_e32(v[2], v[0], v[1], literal=0x3c00), # + f16 1.0
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2] & 0xffff
@@ -341,13 +367,300 @@ class TestHiHalfOps(unittest.TestCase):
self.assertEqual(result, 0x4200, f"Lane {lane}: expected 0x4200, got 0x{result:04x}")
class TestVop2F16HiHalf(unittest.TestCase):
"""Regression tests for VOP2 f16 hi-half operand handling.
These test the bugs where:
1. VOP2 vsrc1 >= 384 (v[128]+) wasn't extracting hi 16 bits
2. VOP2 vdst >= 384 (v[128]+) wasn't preserving lo 16 bits
"""
def test_v_add_f16_e32_vsrc1_hi_half(self):
"""V_ADD_F16_E32 with vsrc1 from hi-half (v[128]+).
When vsrc1 >= 384 (representing v[128]+), the hardware reads from the hi 16 bits
of v[vsrc1-128]. The emulator must extract bits [31:16] from the actual VGPR.
Regression test for: VOP2 f16 vsrc1 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# v_add_f16_e32 v[1], v[0], v[128] (vsrc1=v[128] reads hi of v[0])
# In VOP2 encoding, vsrc1=384 means v[128], which maps to v[0].hi
# v[1] = v[0].lo + v[0].hi = 1.0 + 2.0 = 3.0
VOP2(VOP2Op.V_ADD_F16, vdst=v[1], src0=v[0], vsrc1=v[128]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
# 1.0 + 2.0 = 3.0, f16 3.0 = 0x4200
self.assertEqual(result, 0x4200, f"Expected f16(3.0)=0x4200, got 0x{result:04x}")
def test_v_mul_f16_e32_vsrc1_hi_half(self):
"""V_MUL_F16_E32 with vsrc1 from hi-half.
Regression test for: VOP2 f16 vsrc1 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4200_4000: hi=f16(3.0), lo=f16(2.0)
s_mov_b32(s[0], 0x42004000),
v_mov_b32_e32(v[0], s[0]),
# v_mul_f16_e32 v[1], v[0], v[128] (vsrc1=v[128] reads hi of v[0])
# v[1] = v[0].lo * v[0].hi = 2.0 * 3.0 = 6.0
VOP2(VOP2Op.V_MUL_F16, vdst=v[1], src0=v[0], vsrc1=v[128]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
# 2.0 * 3.0 = 6.0, f16 6.0 = 0x4600
self.assertEqual(result, 0x4600, f"Expected f16(6.0)=0x4600, got 0x{result:04x}")
def test_v_add_f16_e32_vdst_hi_half(self):
"""V_ADD_F16_E32 writing to hi-half destination (v[128]+).
When vdst >= 384 (representing v[128]+), the hardware writes to bits [31:16]
of v[vdst-128] while preserving bits [15:0]. The emulator must merge the result.
Regression test for: VOP2 f16 vdst hi-half write bug.
"""
instructions = [
# v[0] = 0x0000_BEEF: lo has marker value
s_mov_b32(s[0], 0x0000BEEF),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(1.0), v[2] = f16(2.0)
s_mov_b32(s[1], 0x3c00),
s_mov_b32(s[2], 0x4000),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]),
# v_add_f16_e32 v[128], v[1], v[2] (vdst=v[128] writes hi of v[0])
# v[0].hi = 1.0 + 2.0 = 3.0, v[0].lo preserved = 0xBEEF
VOP2(VOP2Op.V_ADD_F16, vdst=v[128], src0=v[1], vsrc1=v[2]),
]
st = run_program(instructions, n_lanes=1)
hi = (st.vgpr[0][0] >> 16) & 0xffff
lo = st.vgpr[0][0] & 0xffff
# hi = 3.0 = 0x4200, lo preserved = 0xBEEF
self.assertEqual(hi, 0x4200, f"Expected hi=f16(3.0)=0x4200, got 0x{hi:04x}")
self.assertEqual(lo, 0xBEEF, f"Expected lo preserved=0xBEEF, got 0x{lo:04x}")
def test_v_mul_f16_e32_vdst_hi_half(self):
"""V_MUL_F16_E32 writing to hi-half destination.
Regression test for: VOP2 f16 vdst hi-half write bug.
"""
instructions = [
# v[0] = 0x0000_DEAD: lo has marker value
s_mov_b32(s[0], 0x0000DEAD),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(2.0), v[2] = f16(4.0)
s_mov_b32(s[1], 0x4000),
s_mov_b32(s[2], 0x4400),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]),
# v_mul_f16_e32 v[128], v[1], v[2] (vdst=v[128] writes hi of v[0])
# v[0].hi = 2.0 * 4.0 = 8.0, v[0].lo preserved = 0xDEAD
VOP2(VOP2Op.V_MUL_F16, vdst=v[128], src0=v[1], vsrc1=v[2]),
]
st = run_program(instructions, n_lanes=1)
hi = (st.vgpr[0][0] >> 16) & 0xffff
lo = st.vgpr[0][0] & 0xffff
# hi = 8.0 = 0x4800, lo preserved = 0xDEAD
self.assertEqual(hi, 0x4800, f"Expected hi=f16(8.0)=0x4800, got 0x{hi:04x}")
self.assertEqual(lo, 0xDEAD, f"Expected lo preserved=0xDEAD, got 0x{lo:04x}")
def test_v_add_f16_e32_both_hi_half(self):
"""V_ADD_F16_E32 with both vsrc1 and vdst as hi-half (different underlying regs).
Tests the combination of both fixes: reading vsrc1 from hi-half AND
writing result to hi-half destination, using different underlying VGPRs.
Regression test for: VOP2 f16 hi-half bugs (combined).
"""
instructions = [
# v[0] = 0x4000_xxxx: hi=f16(2.0) for vsrc1
s_mov_b32(s[0], 0x40000000),
v_mov_b32_e32(v[0], s[0]),
# v[1] = 0x0000_3c00: lo=f16(1.0) for src0
s_mov_b32(s[1], 0x00003c00),
v_mov_b32_e32(v[1], s[1]),
# v[2] = 0x0000_CAFE: lo=marker for vdst preservation
s_mov_b32(s[2], 0x0000CAFE),
v_mov_b32_e32(v[2], s[2]),
# v_add_f16_e32 v[130], v[1], v[128]
# src0 = v[1].lo = 1.0
# vsrc1 = v[128] reads v[0].hi = 2.0
# result = 1.0 + 2.0 = 3.0
# vdst = v[130] writes to v[2].hi, preserving v[2].lo
VOP2(VOP2Op.V_ADD_F16, vdst=v[130], src0=v[1], vsrc1=v[128]),
]
st = run_program(instructions, n_lanes=1)
hi = (st.vgpr[0][2] >> 16) & 0xffff
lo = st.vgpr[0][2] & 0xffff
# hi = 3.0 = 0x4200, lo preserved = 0xCAFE
self.assertEqual(hi, 0x4200, f"Expected hi=f16(3.0)=0x4200, got 0x{hi:04x}")
self.assertEqual(lo, 0xCAFE, f"Expected lo preserved=0xCAFE, got 0x{lo:04x}")
def test_v_fmac_f16_e32_vsrc1_hi_half(self):
"""V_FMAC_F16_E32 with vsrc1 from hi-half.
V_FMAC_F16: vdst = vdst + src0 * vsrc1
Regression test for: VOP2 f16 vsrc1 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(3.0) = 0x4200
s_mov_b32(s[1], 0x4200),
v_mov_b32_e32(v[1], s[1]),
# v_fmac_f16_e32 v[1], v[0], v[128]
# vdst = v[1] = 3.0 + v[0].lo * v[0].hi = 3.0 + 1.0 * 2.0 = 5.0
VOP2(VOP2Op.V_FMAC_F16, vdst=v[1], src0=v[0], vsrc1=v[128]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xffff
# 3.0 + 1.0 * 2.0 = 5.0, f16 5.0 = 0x4500
self.assertEqual(result, 0x4500, f"Expected f16(5.0)=0x4500, got 0x{result:04x}")
def test_v_fmac_f16_e32_vdst_hi_half(self):
"""V_FMAC_F16_E32 writing to hi-half destination.
V_FMAC_F16: vdst.h = vdst.h + src0 * vsrc1
When vdst is v[128]+, the accumulator D0 must also read from the hi-half.
This tests the bug where D0 was read from lo-half instead of hi-half.
Regression test for: VOP2 FMAC hi-half D0 accumulator read bug.
"""
instructions = [
# v[0] = 0x3800_DEAD: hi=f16(0.5), lo=marker (0xDEAD)
s_mov_b32(s[0], 0x3800DEAD),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(2.0) = 0x4000
s_mov_b32(s[1], 0x4000),
v_mov_b32_e32(v[1], s[1]),
# v[2] = f16(3.0) = 0x4200
s_mov_b32(s[2], 0x4200),
v_mov_b32_e32(v[2], s[2]),
# v_fmac_f16_e32 v[128], v[1], v[2]
# vdst = v[128] means v[0].hi
# D0 = v[0].hi = 0.5
# result = D0 + src0 * vsrc1 = 0.5 + 2.0 * 3.0 = 6.5
# v[0].hi = 6.5, v[0].lo preserved = 0xDEAD
VOP2(VOP2Op.V_FMAC_F16, vdst=v[128], src0=v[1], vsrc1=v[2]),
]
st = run_program(instructions, n_lanes=1)
hi = (st.vgpr[0][0] >> 16) & 0xffff
lo = st.vgpr[0][0] & 0xffff
# hi = 6.5 = 0x4680, lo preserved = 0xDEAD
self.assertEqual(hi, 0x4680, f"Expected hi=f16(6.5)=0x4680, got 0x{hi:04x}")
self.assertEqual(lo, 0xDEAD, f"Expected lo preserved=0xDEAD, got 0x{lo:04x}")
def test_v_mul_f16_e32_src0_hi_half(self):
"""V_MUL_F16_E32 with src0 from hi-half (src0 >= v[128]).
When src0 >= 384 (representing v[128]+), the hardware reads from the hi 16 bits
of v[src0-128]. The emulator must extract bits [31:16] from the actual VGPR.
Regression test for: VOP2 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(3.0) = 0x4200
s_mov_b32(s[1], 0x4200),
v_mov_b32_e32(v[1], s[1]),
# v_mul_f16_e32 v[2], v[128], v[1]
# src0 = v[128] reads from v[0].hi = 2.0
# result = 2.0 * 3.0 = 6.0
VOP2(VOP2Op.V_MUL_F16, vdst=v[2], src0=v[128], vsrc1=v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2] & 0xffff
# 2.0 * 3.0 = 6.0, f16 6.0 = 0x4600
self.assertEqual(result, 0x4600, f"Expected f16(6.0)=0x4600, got 0x{result:04x}")
def test_v_add_f16_e32_src0_hi_half(self):
"""V_ADD_F16_E32 with src0 from hi-half (src0 >= v[128]).
Regression test for: VOP2 f16 src0 hi-half extraction bug.
"""
instructions = [
# v[0] = 0x4000_3c00: hi=f16(2.0), lo=f16(1.0)
s_mov_b32(s[0], 0x40003c00),
v_mov_b32_e32(v[0], s[0]),
# v[1] = f16(5.0) = 0x4500
s_mov_b32(s[1], 0x4500),
v_mov_b32_e32(v[1], s[1]),
# v_add_f16_e32 v[2], v[128], v[1]
# src0 = v[128] reads from v[0].hi = 2.0
# result = 2.0 + 5.0 = 7.0
VOP2(VOP2Op.V_ADD_F16, vdst=v[2], src0=v[128], vsrc1=v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2] & 0xffff
# 2.0 + 5.0 = 7.0, f16 7.0 = 0x4700
self.assertEqual(result, 0x4700, f"Expected f16(7.0)=0x4700, got 0x{result:04x}")
class TestF16InlineConstants(unittest.TestCase):
"""Regression tests for VOP2 F16 inline float constants.
For 16-bit VOP2 operations (v_add_f16, v_mul_f16, etc.), inline float constants
like 1.0, 2.0 must use F16 encoding (0x3c00, 0x4000) not F32 encoding (0x3f800000).
The emulator's rsrc() function needs bits=16 to select F16_INLINE constants.
Regression test for: VOP2 16-bit inline constant using F32 instead of F16.
"""
def test_v_add_f16_inline_constant_1_0(self):
"""V_ADD_F16_E32 with inline constant 1.0 should use F16 encoding."""
instructions = [
s_mov_b32(s[0], 0x3c00), # f16 1.0
v_mov_b32_e32(v[0], s[0]),
# v_add_f16_e32 v[1], 1.0, v[0] -- 1.0 must be F16 0x3c00, not F32 0x3f800000
v_add_f16_e32(v[1], 1.0, v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xFFFF
# 1.0 + 1.0 = 2.0, f16 2.0 = 0x4000
self.assertEqual(result, 0x4000, f"Expected f16(2.0)=0x4000, got 0x{result:04x}")
def test_v_add_f16_inline_constant_2_0(self):
"""V_ADD_F16_E32 with inline constant 2.0."""
instructions = [
s_mov_b32(s[0], 0x4200), # f16 3.0
v_mov_b32_e32(v[0], s[0]),
v_add_f16_e32(v[1], 2.0, v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xFFFF
# 2.0 + 3.0 = 5.0, f16 5.0 = 0x4500
self.assertEqual(result, 0x4500, f"Expected f16(5.0)=0x4500, got 0x{result:04x}")
def test_v_mul_f16_inline_constant(self):
"""V_MUL_F16_E32 with inline constant 2.0."""
instructions = [
s_mov_b32(s[0], 0x4200), # f16 3.0
v_mov_b32_e32(v[0], s[0]),
v_mul_f16_e32(v[1], 2.0, v[0]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1] & 0xFFFF
# 2.0 * 3.0 = 6.0, f16 6.0 = 0x4600
self.assertEqual(result, 0x4600, f"Expected f16(6.0)=0x4600, got 0x{result:04x}")
class TestCndmask(unittest.TestCase):
"""Tests for V_CNDMASK_B32 and V_CNDMASK_B16."""
def test_v_cndmask_b16_select_src0(self):
"""V_CNDMASK_B16 selects src0 when VCC bit is 0."""
instructions = [
s_mov_b32(s[SrcEnum.VCC_LO - 128], 0), # VCC = 0
s_mov_b32(VCC_LO, 0), # VCC = 0
s_mov_b32(s[0], 0x3c00), # f16 1.0
s_mov_b32(s[1], 0x4000), # f16 2.0
v_mov_b32_e32(v[0], s[0]),
@@ -361,7 +674,7 @@ class TestCndmask(unittest.TestCase):
def test_v_cndmask_b16_select_src1(self):
"""V_CNDMASK_B16 selects src1 when VCC bit is 1."""
instructions = [
s_mov_b32(s[SrcEnum.VCC_LO - 128], 1), # VCC = 1
s_mov_b32(VCC_LO, 1), # VCC = 1
s_mov_b32(s[0], 0x3c00), # f16 1.0
s_mov_b32(s[1], 0x4000), # f16 2.0
v_mov_b32_e32(v[0], s[0]),
@@ -381,7 +694,7 @@ class TestCndmask(unittest.TestCase):
v_mov_b32_e32(v[1], s[1]),
s_mov_b32(s[2], 0xDEAD0000), # v2 initial: hi=0xDEAD, lo=0
v_mov_b32_e32(v[2], s[2]),
s_mov_b32(s[SrcEnum.VCC_LO - 128], 0), # vcc = 0, select src0
s_mov_b32(VCC_LO, 0), # vcc = 0, select src0
# opsel=0b1011: bit0=src0 hi, bit1=src1 hi, bit3=dst hi
VOP3(VOP3Op.V_CNDMASK_B16, vdst=v[2], src0=v[0], src1=v[1], src2=SrcEnum.VCC_LO, opsel=0b1011),
]
@@ -447,5 +760,224 @@ class TestSpecialFloatValues(unittest.TestCase):
self.assertEqual(st.vgpr[0][1], 0x00000000)
class TestCarryOps(unittest.TestCase):
"""Tests for VOP2 carry instructions (v_add_co_ci_u32, v_sub_co_ci_u32, v_subrev_co_ci_u32)."""
def test_v_subrev_co_ci_u32_no_borrow(self):
"""V_SUBREV_CO_CI_U32: D0 = S1 - S0 - VCC_IN, when VCC_IN=0."""
instructions = [
s_mov_b32(VCC_LO, 0), # VCC = 0 (no borrow in)
v_mov_b32_e32(v[0], 5), # S0 = 5
v_mov_b32_e32(v[1], 10), # S1 = 10
v_subrev_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 10 - 5 - 0 = 5
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 5)
self.assertEqual(st.vcc, 0) # No borrow out
def test_v_subrev_co_ci_u32_with_borrow(self):
"""V_SUBREV_CO_CI_U32: D0 = S1 - S0 - VCC_IN, when VCC_IN=1."""
instructions = [
s_mov_b32(VCC_LO, 1), # VCC = 1 (borrow in)
v_mov_b32_e32(v[0], 5), # S0 = 5
v_mov_b32_e32(v[1], 10), # S1 = 10
v_subrev_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 10 - 5 - 1 = 4
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 4)
self.assertEqual(st.vcc, 0) # No borrow out
def test_v_subrev_co_ci_u32_generates_borrow(self):
"""V_SUBREV_CO_CI_U32: generates borrow when S0 + VCC_IN > S1."""
instructions = [
s_mov_b32(VCC_LO, 0), # VCC = 0
v_mov_b32_e32(v[0], 10), # S0 = 10
v_mov_b32_e32(v[1], 5), # S1 = 5
v_subrev_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 5 - 10 - 0 = -5 (underflow)
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 0xFFFFFFFB) # -5 as unsigned
self.assertEqual(st.vcc, 1) # Borrow out
def test_v_add_co_ci_u32_no_carry(self):
"""V_ADD_CO_CI_U32: D0 = S0 + S1 + VCC_IN, when VCC_IN=0."""
instructions = [
s_mov_b32(VCC_LO, 0), # VCC = 0 (no carry in)
v_mov_b32_e32(v[0], 5), # S0 = 5
v_mov_b32_e32(v[1], 10), # S1 = 10
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 5 + 10 + 0 = 15
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 15)
self.assertEqual(st.vcc, 0) # No carry out
def test_v_add_co_ci_u32_with_carry(self):
"""V_ADD_CO_CI_U32: D0 = S0 + S1 + VCC_IN, when VCC_IN=1."""
instructions = [
s_mov_b32(VCC_LO, 1), # VCC = 1 (carry in)
v_mov_b32_e32(v[0], 5), # S0 = 5
v_mov_b32_e32(v[1], 10), # S1 = 10
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 5 + 10 + 1 = 16
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 16)
self.assertEqual(st.vcc, 0) # No carry out
def test_v_add_co_ci_u32_generates_carry(self):
"""V_ADD_CO_CI_U32: generates carry when overflow occurs."""
instructions = [
s_mov_b32(VCC_LO, 1), # VCC = 1 (carry in)
s_mov_b32(s[0], 0xFFFFFFFF), # max u32
v_mov_b32_e32(v[0], s[0]), # S0 = 0xFFFFFFFF
v_mov_b32_e32(v[1], 0), # S1 = 0
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 0xFFFFFFFF + 0 + 1 = 0 (overflow)
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 0) # Overflowed to 0
self.assertEqual(st.vcc, 1) # Carry out
def test_v_add_co_ci_u32_clears_carry(self):
"""V_ADD_CO_CI_U32: VCC must be updated even when no carry is generated.
This tests the case where VCC=1 going in (carry-in consumed) but the addition
does not overflow, so VCC must be cleared to 0.
Regression test for: VCC not being written by v_add_co_ci_u32_e32.
"""
instructions = [
s_mov_b32(VCC_LO, 1), # VCC = 1 (carry in)
v_mov_b32_e32(v[0], 1), # S0 = 1
v_mov_b32_e32(v[1], 1), # S1 = 1
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 1 + 1 + 1 = 3 (no overflow)
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 3) # 1 + 1 + 1 = 3
self.assertEqual(st.vcc, 0) # No carry out - VCC must be cleared
def test_v_add_co_ci_u32_multilane_clears_vcc(self):
"""V_ADD_CO_CI_U32 with multiple lanes: VCC bits must be updated per-lane.
When VCC has multiple bits set (one per active lane), and the addition doesn't
overflow for any lane, all VCC bits must be cleared.
Regression test for: VCC not being written by v_add_co_ci_u32_e32 in multi-lane case.
"""
instructions = [
s_mov_b32(VCC_LO, 0b11), # VCC = 0b11 (lanes 0,1 have carry-in)
v_mov_b32_e32(v[0], 1), # S0 = 1 for all lanes
v_mov_b32_e32(v[1], 1), # S1 = 1 for all lanes
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 1 + 1 + 1 = 3 (no overflow)
]
st = run_program(instructions, n_lanes=2)
self.assertEqual(st.vgpr[0][2], 3) # lane 0: 1 + 1 + 1 = 3
self.assertEqual(st.vgpr[1][2], 3) # lane 1: 1 + 1 + 1 = 3
self.assertEqual(st.vcc, 0) # No carry out for any lane - all VCC bits must be cleared
def test_v_add_co_ci_u32_preserves_inactive_vcc_bits(self):
"""V_ADD_CO_CI_U32: VCC carry-out overwrites entire VCC register.
VOP2 carry instructions write ALL VCC bits based on carry-out, clearing
bits for lanes that don't overflow regardless of EXEC mask.
Note: This differs from VOPC which only writes active lane bits.
"""
instructions = [
s_mov_b32(VCC_LO, 0x00010000), # VCC bit 16 set
v_mov_b32_e32(v[0], 1), # S0 = 1
v_mov_b32_e32(v[1], 1), # S1 = 1
v_add_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 1 + 1 + 0 = 2 (no carry)
]
st = run_program(instructions, n_lanes=4)
self.assertEqual(st.vgpr[0][2], 2) # lane 0: 1 + 1 + 0 = 2
# VCC should be completely cleared (all lanes have no carry-out)
self.assertEqual(st.vcc, 0)
def test_v_add_co_ci_u32_all_lanes_same_result(self):
"""V_ADD_CO_CI_U32: all active lanes should produce the same result.
When the same constant inputs are used across all lanes, each lane should
compute the same result and write to its own VGPR slot.
Regression test for: VGPR writes not happening for all lanes.
"""
instructions = [
s_mov_b32(VCC_LO, 0), # No carry-in
v_mov_b32_e32(v[0], 3), # inline constant 3
v_mov_b32_e32(v[1], 5), # value 5
v_add_co_ci_u32_e32(v[1], 3, v[1]), # v[1] = 3 + v[1] + 0 = 3 + 5 = 8
]
st = run_program(instructions, n_lanes=4)
# All 4 lanes should have v[1] = 8
for lane in range(4):
self.assertEqual(st.vgpr[lane][1], 8, f"lane {lane} should have v[1]=8")
def test_v_sub_co_ci_u32_no_borrow(self):
"""V_SUB_CO_CI_U32: D0 = S0 - S1 - VCC_IN, when VCC_IN=0."""
instructions = [
s_mov_b32(VCC_LO, 0), # VCC = 0 (no borrow in)
v_mov_b32_e32(v[0], 10), # S0 = 10
v_mov_b32_e32(v[1], 5), # S1 = 5
v_sub_co_ci_u32_e32(v[2], v[0], v[1]), # D0 = 10 - 5 - 0 = 5
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 5)
self.assertEqual(st.vcc, 0) # No borrow out
def test_v_sub_co_ci_u32_vop3sd_separate_carry_regs(self):
"""VOP3SD V_SUB_CO_CI_U32: carry-in from src2, carry-out to sdst (separate registers).
This tests the VOP3SD encoding where src2 specifies the carry-in register
independently from sdst (carry-out). The bug was reading carry-in from sdst
instead of src2.
Computation: D0 = S0 - S1 - carry_in = 0 - 0 - 1 = -1 = 0xFFFFFFFF
"""
instructions = [
s_mov_b32(s[6], 1), # carry-in = 1 (in s[6])
s_mov_b32(s[10], 0), # carry-out dest = 0 initially (in s[10])
# VOP3SD: v_sub_co_ci_u32(vdst, sdst, src0, src1, src2)
# src2 is carry-in (s[6]=1), sdst is carry-out (s[10])
v_sub_co_ci_u32(v[0], s[10], 0, 0, s[6]), # D0 = 0 - 0 - 1 = -1
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0xFFFFFFFF) # -1 as unsigned
self.assertEqual(st.sgpr[10], 1) # Borrow out to s[10]
def test_v_add_co_ci_u32_vop3sd_separate_carry_regs(self):
"""VOP3SD V_ADD_CO_CI_U32: carry-in from src2, carry-out to sdst (separate registers).
This tests the VOP3SD encoding where src2 specifies the carry-in register
independently from sdst (carry-out).
Computation: D0 = S0 + S1 + carry_in = 5 + 10 + 1 = 16
"""
instructions = [
s_mov_b32(s[6], 1), # carry-in = 1 (in s[6])
s_mov_b32(s[10], 0), # carry-out dest = 0 initially (in s[10])
# VOP3SD: v_add_co_ci_u32(vdst, sdst, src0, src1, src2)
v_add_co_ci_u32(v[0], s[10], 5, 10, s[6]), # D0 = 5 + 10 + 1 = 16
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 16)
self.assertEqual(st.sgpr[10], 0) # No carry out
def test_v_add_co_ci_u32_vop3sd_null_sdst(self):
"""VOP3SD V_ADD_CO_CI_U32 with sdst=NULL: carry output is discarded.
When sdst=NULL (register 124), the carry-out should NOT be written anywhere.
We verify this by checking that VCC (which we set to a sentinel value) is unchanged.
"""
instructions = [
s_mov_b32(VCC_LO, 0xDEADBEEF), # Sentinel value in VCC
s_mov_b32(s[6], 0), # carry-in = 0
# VOP3SD with NULL sdst: carry-out should be discarded
# Uses 0xFFFFFFFF + 1 + 0 = 0 with carry-out=1, but carry should not be written
v_add_co_ci_u32(v[0], NULL, 0xFFFFFFFF, 1, s[6]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][0], 0) # 0xFFFFFFFF + 1 + 0 = 0 (overflow)
self.assertEqual(st.vcc, 0xDEADBEEF) # VCC unchanged - carry was discarded
if __name__ == '__main__':
unittest.main()
File diff suppressed because it is too large Load Diff
+520 -39
View File
@@ -23,14 +23,12 @@ class TestPackInstructions(unittest.TestCase):
def test_v_pack_b32_f16_opsel_hi_hi(self):
"""V_PACK_B32_F16 with opsel to read high halves."""
inst = v_pack_b32_f16(v[2], v[0], v[1])
inst._values['opsel'] = 0b0011
instructions = [
s_mov_b32(s[0], 0x40003c00), # hi=2.0, lo=1.0
s_mov_b32(s[1], 0x44004200), # hi=4.0, lo=3.0
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
inst,
v_pack_b32_f16(v[2], v[0], v[1], opsel=0b0011),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
@@ -83,14 +81,12 @@ class TestPackMore(unittest.TestCase):
def test_v_pack_b32_f16_opsel_lo_hi(self):
"""V_PACK_B32_F16 with opsel=0b0010 to read lo from src0, hi from src1."""
inst = v_pack_b32_f16(v[2], v[0], v[1])
inst._values['opsel'] = 0b0010
instructions = [
s_mov_b32(s[0], 0x40003c00),
s_mov_b32(s[1], 0x44004200),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
inst,
v_pack_b32_f16(v[2], v[0], v[1], opsel=0b0010),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
@@ -98,14 +94,12 @@ class TestPackMore(unittest.TestCase):
def test_v_pack_b32_f16_opsel_hi_lo(self):
"""V_PACK_B32_F16 with opsel=0b0001 to read hi from src0, lo from src1."""
inst = v_pack_b32_f16(v[2], v[0], v[1])
inst._values['opsel'] = 0b0001
instructions = [
s_mov_b32(s[0], 0x40003c00),
s_mov_b32(s[1], 0x44004200),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
inst,
v_pack_b32_f16(v[2], v[0], v[1], opsel=0b0001),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
@@ -155,7 +149,6 @@ class TestFmaMix(unittest.TestCase):
def test_v_fma_mix_f32_src2_f16_lo(self):
"""V_FMA_MIX_F32 with src2 as f16 from lo bits."""
from extra.assembly.amd.pcode import f32_to_f16
f16_2 = f32_to_f16(2.0)
instructions = [
s_mov_b32(s[0], f2i(1.0)),
@@ -172,7 +165,6 @@ class TestFmaMix(unittest.TestCase):
def test_v_fma_mix_f32_src2_f16_hi(self):
"""V_FMA_MIX_F32 with src2 as f16 from hi bits."""
from extra.assembly.amd.pcode import f32_to_f16
f16_2 = f32_to_f16(2.0)
val = (f16_2 << 16) | 0
instructions = [
@@ -203,9 +195,60 @@ class TestFmaMix(unittest.TestCase):
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 7.0, places=5)
def test_v_fma_mix_f32_with_abs_f16_src2_lo(self):
"""V_FMA_MIX_F32 with abs modifier on f16 src2 (lo half). Regression test for sin(1.0) bug."""
f16_neg1 = f32_to_f16(-1.0) # 0xbc00
instructions = [
s_mov_b32(s[0], f2i(0.0)), # src0 = 0.0 (f32)
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], f2i(1.0)), # src1 = 1.0 (f32)
v_mov_b32_e32(v[1], s[1]),
s_mov_b32(s[2], f16_neg1), # src2 = -1.0 (f16 in lo)
v_mov_b32_e32(v[2], s[2]),
# 0*1 + abs(-1.0) = 1.0; neg_hi=4 means abs on src2, opsel_hi2=1 means src2 is f16
VOP3P(VOP3POp.V_FMA_MIX_F32, vdst=v[3], src0=v[0], src1=v[1], src2=v[2], opsel=0, opsel_hi=0, opsel_hi2=1, neg_hi=4),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 1.0, places=5)
def test_v_fma_mix_f32_with_neg_f16_src2_lo(self):
"""V_FMA_MIX_F32 with neg modifier on f16 src2 (lo half)."""
f16_1 = f32_to_f16(1.0) # 0x3c00
instructions = [
s_mov_b32(s[0], f2i(0.0)), # src0 = 0.0 (f32)
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], f2i(1.0)), # src1 = 1.0 (f32)
v_mov_b32_e32(v[1], s[1]),
s_mov_b32(s[2], f16_1), # src2 = 1.0 (f16 in lo)
v_mov_b32_e32(v[2], s[2]),
# 0*1 + neg(1.0) = -1.0; neg=4 means neg on src2, opsel_hi2=1 means src2 is f16
VOP3P(VOP3POp.V_FMA_MIX_F32, vdst=v[3], src0=v[0], src1=v[1], src2=v[2], opsel=0, opsel_hi=0, opsel_hi2=1, neg=4),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, -1.0, places=5)
def test_v_fma_mix_f32_with_abs_f16_src2_hi(self):
"""V_FMA_MIX_F32 with abs modifier on f16 src2 (hi half)."""
f16_neg1 = f32_to_f16(-1.0) # 0xbc00
val = (f16_neg1 << 16) | 0 # -1.0 in hi, 0 in lo
instructions = [
s_mov_b32(s[0], f2i(0.0)),
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], f2i(1.0)),
v_mov_b32_e32(v[1], s[1]),
s_mov_b32(s[2], val),
v_mov_b32_e32(v[2], s[2]),
# opsel=4 selects hi half of src2; neg_hi=4 means abs on src2
VOP3P(VOP3POp.V_FMA_MIX_F32, vdst=v[3], src0=v[0], src1=v[1], src2=v[2], opsel=4, opsel_hi=0, opsel_hi2=1, neg_hi=4),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 1.0, places=5)
def test_v_fma_mixlo_f16(self):
"""V_FMA_MIXLO_F16 writes to low 16 bits of destination."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], f2i(2.0)),
v_mov_b32_e32(v[0], s[0]),
@@ -218,14 +261,13 @@ class TestFmaMix(unittest.TestCase):
VOP3P(VOP3POp.V_FMA_MIXLO_F16, vdst=v[3], src0=v[0], src1=v[1], src2=v[2], opsel=0, opsel_hi=0, opsel_hi2=0),
]
st = run_program(instructions, n_lanes=1)
lo = _f16(st.vgpr[0][3] & 0xffff)
lo = f16(st.vgpr[0][3] & 0xffff)
hi = (st.vgpr[0][3] >> 16) & 0xffff
self.assertAlmostEqual(lo, 7.0, places=1)
self.assertEqual(hi, 0xdead, f"hi should be preserved, got 0x{hi:04x}")
def test_v_fma_mixlo_f16_all_f32_sources(self):
"""V_FMA_MIXLO_F16 with all f32 sources."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], f2i(1.0)),
v_mov_b32_e32(v[0], s[0]),
@@ -237,13 +279,12 @@ class TestFmaMix(unittest.TestCase):
VOP3P(VOP3POp.V_FMA_MIXLO_F16, vdst=v[3], src0=v[0], src1=v[1], src2=v[2], opsel=0, opsel_hi=0, opsel_hi2=0),
]
st = run_program(instructions, n_lanes=1)
lo = _f16(st.vgpr[0][3] & 0xffff)
lo = f16(st.vgpr[0][3] & 0xffff)
# 1*2+3 = 5
self.assertAlmostEqual(lo, 5.0, places=1)
def test_v_fma_mixlo_f16_sin_case(self):
"""V_FMA_MIXLO_F16 case from sin kernel."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x3f800000), # f32 1.0
v_mov_b32_e32(v[3], s[0]),
@@ -256,7 +297,7 @@ class TestFmaMix(unittest.TestCase):
VOP3P(VOP3POp.V_FMA_MIXLO_F16, vdst=v[3], src0=v[3], src1=s[6], src2=v[5], opsel=0, opsel_hi=0, opsel_hi2=0),
]
st = run_program(instructions, n_lanes=1)
lo = _f16(st.vgpr[0][3] & 0xffff)
lo = f16(st.vgpr[0][3] & 0xffff)
self.assertAlmostEqual(lo, -3.14159, delta=0.01)
@@ -265,7 +306,6 @@ class TestVOP3P(unittest.TestCase):
def test_v_pk_add_f16_basic(self):
"""V_PK_ADD_F16 adds two packed f16 values."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x40003c00), # hi=2.0, lo=1.0
s_mov_b32(s[1], 0x44004200), # hi=4.0, lo=3.0
@@ -275,14 +315,13 @@ class TestVOP3P(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 4.0, places=2)
self.assertAlmostEqual(hi, 6.0, places=2)
def test_v_pk_mul_f16_basic(self):
"""V_PK_MUL_F16 multiplies two packed f16 values."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x42004000), # hi=3.0, lo=2.0
s_mov_b32(s[1], 0x45004400), # hi=5.0, lo=4.0
@@ -292,14 +331,13 @@ class TestVOP3P(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 8.0, places=1)
self.assertAlmostEqual(hi, 15.0, places=1)
def test_v_pk_fma_f16_basic(self):
"""V_PK_FMA_F16: D = A * B + C for packed f16."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x42004000), # A: hi=3.0, lo=2.0
s_mov_b32(s[1], 0x45004400), # B: hi=5.0, lo=4.0
@@ -311,8 +349,8 @@ class TestVOP3P(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 9.0, places=1) # 2*4+1
self.assertAlmostEqual(hi, 16.0, places=0) # 3*5+1
@@ -321,7 +359,6 @@ class TestVOP3P(unittest.TestCase):
Inline constants for VOP3P are f16 values in the low 16 bits only.
hi half of inline constant is 0, so hi result = v0.hi + 0 = 1.0.
"""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x3c003c00), # packed f16: hi=1.0, lo=1.0
v_mov_b32_e32(v[0], s[0]),
@@ -329,8 +366,8 @@ class TestVOP3P(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
# lo = 1.0 + 1.0 = 2.0, hi = 1.0 + 0.0 = 1.0 (inline const hi half is 0)
self.assertAlmostEqual(lo, 2.0, places=2)
self.assertAlmostEqual(hi, 1.0, places=2)
@@ -339,7 +376,6 @@ class TestVOP3P(unittest.TestCase):
"""V_PK_MUL_F16 with inline constant POS_TWO (2.0).
Inline constant has value only in low 16 bits, hi is 0.
"""
from extra.assembly.amd.pcode import _f16
# v0 = packed (3.0, 4.0), multiply by POS_TWO
# lo = 3.0 * 2.0 = 6.0, hi = 4.0 * 0.0 = 0.0 (inline const hi is 0)
instructions = [
@@ -349,14 +385,120 @@ class TestVOP3P(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 6.0, places=1)
self.assertAlmostEqual(hi, 0.0, places=1)
def test_v_pk_add_u16_float_inline_const_opsel(self):
"""V_PK_ADD_U16 with float inline constant 2.0
Regression test: for integer packed ops, do not perform the f32->f16 conversion.
"""
# src1 = inline float constant 2.0
instructions = [
s_mov_b32(s[0], 0x00030005), # packed u16: hi=3, lo=5
v_mov_b32_e32(v[0], s[0]),
v_pk_add_u16(v[1], v[0], SrcEnum.POS_TWO, opsel_hi=3, opsel_hi2=1),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][1]
lo = result & 0xffff
hi = (result >> 16) & 0xffff
# lo = 5 + 0x0000 = 0x0005, hi = 3 + 0x4000 = 0x4003
self.assertEqual(lo, 0x0005, f"lo: expected 0x0005, got 0x{lo:04x}")
self.assertEqual(hi, 0x4003, f"hi: expected 0x4003, got 0x{hi:04x}")
class TestWMMAF16(unittest.TestCase):
"""Tests for WMMA F16 output variant (V_WMMA_F16_16X16X16_F16).
Note: RDNA3 WMMA F16 uses 8 VGPRs for accumulator/output (same as F32 variant),
but values are packed as f16. This differs from RDNA4 which uses 4 VGPRs.
"""
def test_v_wmma_f16_16x16x16_f16_all_ones(self):
"""V_WMMA_F16_16X16X16_F16 with all ones produces 16.0 in f16."""
instructions = []
instructions.append(s_mov_b32(s[0], 0x3c003c00)) # packed f16 1.0
# Initialize A matrix in v[16:23] (8 regs)
for i in range(16, 24):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize B matrix in v[24:31] (8 regs)
for i in range(24, 32):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize C (accumulator) in v[0:7] to zero (8 regs for RDNA3 WMMA F16)
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], 0))
# WMMA F16: D = A @ B + C
instructions.append(v_wmma_f16_16x16x16_f16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
# Result should be 16.0 in f16, stored in lo 16 bits of each VGPR (hi bits are 0)
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
lo = f16(result & 0xffff)
self.assertAlmostEqual(lo, 16.0, places=1, msg=f"v[{reg}] lane {lane}: expected 16.0, got {lo}")
self.assertEqual(result >> 16, 0, msg=f"v[{reg}] lane {lane}: hi bits should be 0")
def test_v_wmma_f16_16x16x16_f16_with_accumulator(self):
"""V_WMMA_F16_16X16X16_F16 with non-zero accumulator."""
instructions = []
instructions.append(s_mov_b32(s[0], 0x3c003c00)) # packed f16 1.0
instructions.append(s_mov_b32(s[1], 0x4500)) # f16 5.0 in lo bits only
# Initialize A matrix in v[16:23] (8 regs)
for i in range(16, 24):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize B matrix in v[24:31] (8 regs)
for i in range(24, 32):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize C (accumulator) in v[0:7] to 5.0 in lo bits (8 regs for RDNA3 WMMA F16)
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], s[1]))
# WMMA F16: D = A @ B + C
instructions.append(v_wmma_f16_16x16x16_f16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
# Result should be 16.0 + 5.0 = 21.0 in f16, stored in lo 16 bits (hi bits are 0)
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
lo = f16(result & 0xffff)
self.assertAlmostEqual(lo, 21.0, places=0, msg=f"v[{reg}] lane {lane}: expected 21.0, got {lo}")
self.assertEqual(result >> 16, 0, msg=f"v[{reg}] lane {lane}: hi bits should be 0")
def test_v_wmma_f16_16x16x16_f16_high_registers(self):
"""V_WMMA_F16_16X16X16_F16 with high register indices.
Regression test: WMMA was using static register indices instead of dynamic.
This test uses v[64:71] for A, v[80:87] for B, v[96:103] for C/D.
"""
instructions = []
instructions.append(s_mov_b32(s[0], 0x3c003c00)) # packed f16 1.0
# Initialize A matrix in v[64:71] (8 regs)
for i in range(64, 72):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize B matrix in v[80:87] (8 regs)
for i in range(80, 88):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize C (accumulator) in v[96:103] to zero (8 regs for RDNA3 WMMA F16)
for i in range(96, 104):
instructions.append(v_mov_b32_e32(v[i], 0))
# WMMA F16: D = A @ B + C, result in v[96:103]
instructions.append(v_wmma_f16_16x16x16_f16(v[96:103], v[64:71], v[80:87], v[96:103]))
# Copy results to v[0:7] for checking
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], v[96+i]))
st = run_program(instructions, n_lanes=32)
# Result should be 16.0 in f16, stored in lo 16 bits (hi bits are 0)
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
lo = f16(result & 0xffff)
self.assertAlmostEqual(lo, 16.0, places=1, msg=f"v[{reg}] lane {lane}: expected 16.0, got {lo}")
self.assertEqual(result >> 16, 0, msg=f"v[{reg}] lane {lane}: hi bits should be 0")
class TestWMMA(unittest.TestCase):
"""Tests for WMMA (Wave Matrix Multiply-Accumulate) instructions."""
"""Tests for WMMA (Wave Matrix Multiply-Accumulate) instructions with F32 output."""
def test_v_wmma_f32_16x16x16_f16_all_ones(self):
"""V_WMMA_F32_16X16X16_F16 with all ones produces 16.0."""
@@ -366,7 +508,7 @@ class TestWMMA(unittest.TestCase):
instructions.append(v_mov_b32_e32(v[i], s[0]))
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], 0))
instructions.append(v_wmma_f32_16x16x16_f16(v[0], v[16], v[24], v[0]))
instructions.append(v_wmma_f32_16x16x16_f16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
expected = f2i(16.0)
for lane in range(32):
@@ -383,7 +525,76 @@ class TestWMMA(unittest.TestCase):
instructions.append(v_mov_b32_e32(v[i], s[0]))
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], s[1]))
instructions.append(v_wmma_f32_16x16x16_f16(v[0], v[16], v[24], v[0]))
instructions.append(v_wmma_f32_16x16x16_f16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
expected = f2i(21.0) # 16 + 5
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
self.assertEqual(result, expected, f"v[{reg}] lane {lane}: expected 21.0, got {i2f(result)}")
def test_v_wmma_f32_16x16x16_f16_high_registers(self):
"""V_WMMA_F32_16X16X16_F16 with high register indices.
Regression test: WMMA was using static register indices instead of dynamic,
causing incorrect results when registers weren't at the default positions.
This test uses v[64:71] for A, v[80:87] for B, v[96:103] for C/D.
"""
instructions = []
instructions.append(s_mov_b32(s[0], 0x3c003c00)) # packed f16 1.0
# Initialize A matrix in v[64:71]
for i in range(64, 72):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize B matrix in v[80:87]
for i in range(80, 88):
instructions.append(v_mov_b32_e32(v[i], s[0]))
# Initialize C (accumulator) in v[96:103] to zero
for i in range(96, 104):
instructions.append(v_mov_b32_e32(v[i], 0))
# WMMA: D = A @ B + C, result in v[96:103]
instructions.append(v_wmma_f32_16x16x16_f16(v[96:103], v[64:71], v[80:87], v[96:103]))
# Copy results to v[0:7] for checking
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], v[96+i]))
st = run_program(instructions, n_lanes=32)
expected = f2i(16.0)
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
self.assertEqual(result, expected, f"v[{reg}] lane {lane}: expected 16.0, got {i2f(result)}")
class TestWMMABF16(unittest.TestCase):
"""Tests for WMMA BF16 instructions."""
def test_v_wmma_f32_16x16x16_bf16_all_ones(self):
"""V_WMMA_F32_16X16X16_BF16 with all ones produces 16.0."""
instructions = []
# BF16 1.0 = 0x3f80, packed = 0x3f803f80
instructions.append(s_mov_b32(s[0], 0x3f803f80))
for i in range(16, 32):
instructions.append(v_mov_b32_e32(v[i], s[0]))
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], 0))
instructions.append(v_wmma_f32_16x16x16_bf16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
expected = f2i(16.0)
for lane in range(32):
for reg in range(8):
result = st.vgpr[lane][reg]
self.assertEqual(result, expected, f"v[{reg}] lane {lane}: expected 16.0, got {i2f(result)}")
def test_v_wmma_f32_16x16x16_bf16_with_accumulator(self):
"""V_WMMA_F32_16X16X16_BF16 with non-zero accumulator."""
instructions = []
# BF16 1.0 = 0x3f80, packed = 0x3f803f80
instructions.append(s_mov_b32(s[0], 0x3f803f80))
instructions.append(s_mov_b32(s[1], f2i(5.0)))
for i in range(16, 32):
instructions.append(v_mov_b32_e32(v[i], s[0]))
for i in range(8):
instructions.append(v_mov_b32_e32(v[i], s[1]))
instructions.append(v_wmma_f32_16x16x16_bf16(v[0:7], v[16:23], v[24:31], v[0:7]))
st = run_program(instructions, n_lanes=32)
expected = f2i(21.0) # 16 + 5
for lane in range(32):
@@ -504,7 +715,6 @@ class TestPackedMixedSigns(unittest.TestCase):
def test_pk_add_f16_mixed_signs(self):
"""V_PK_ADD_F16 with mixed positive/negative values."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0xc0003c00), # packed: hi=-2.0, lo=1.0
s_mov_b32(s[1], 0x3c003c00), # packed: hi=1.0, lo=1.0
@@ -514,14 +724,13 @@ class TestPackedMixedSigns(unittest.TestCase):
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
lo = _f16(result & 0xffff)
hi = _f16((result >> 16) & 0xffff)
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 2.0, places=2) # 1.0 + 1.0
self.assertAlmostEqual(hi, -1.0, places=2) # -2.0 + 1.0
def test_pk_mul_f16_zero(self):
"""V_PK_MUL_F16 with zero."""
from extra.assembly.amd.pcode import _f16
instructions = [
s_mov_b32(s[0], 0x40004000), # packed: 2.0, 2.0
s_mov_b32(s[1], 0x00000000), # packed: 0.0, 0.0
@@ -534,5 +743,277 @@ class TestPackedMixedSigns(unittest.TestCase):
self.assertEqual(result, 0x00000000, "2.0 * 0.0 should be 0.0")
class TestDot2F32F16(unittest.TestCase):
"""Tests for V_DOT2_F32_F16 - dot product of f16 pairs producing f32."""
def test_v_dot2_f32_f16_basic(self):
"""V_DOT2_F32_F16: dot product of two packed f16 pairs -> f32."""
# src0 = {hi=2.0, lo=1.0}, src1 = {hi=4.0, lo=3.0}
# result = 1.0*3.0 + 2.0*4.0 + 0 = 3 + 8 = 11.0
src0 = (f32_to_f16(2.0) << 16) | f32_to_f16(1.0)
src1 = (f32_to_f16(4.0) << 16) | f32_to_f16(3.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot2_f32_f16(v[3], v[0], v[1], v[2], opsel_hi=3, opsel_hi2=1),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 11.0, places=2)
def test_v_dot2_f32_f16_with_accumulator(self):
"""V_DOT2_F32_F16 with non-zero f32 accumulator."""
# src0 = {hi=1.0, lo=1.0}, src1 = {hi=1.0, lo=1.0}, acc = 5.0
# result = 1.0*1.0 + 1.0*1.0 + 5.0 = 7.0
src0 = (f32_to_f16(1.0) << 16) | f32_to_f16(1.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], f2i(5.0)),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[0]), # same as src0
v_mov_b32_e32(v[2], s[1]),
v_dot2_f32_f16(v[3], v[0], v[1], v[2], opsel_hi=3, opsel_hi2=1),
]
st = run_program(instructions, n_lanes=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 7.0, places=2)
def test_v_dot2_f32_f16_negative_values(self):
"""V_DOT2_F32_F16 with negative f16 values."""
# src0 = {hi=-2.0, lo=3.0}, src1 = {hi=1.0, lo=2.0}
# result = 3.0*2.0 + (-2.0)*1.0 + 0 = 6 - 2 = 4.0
# NOTE: Hardware DOT2 may have up to 1 ULP difference due to internal implementation
src0 = (f32_to_f16(-2.0) << 16) | f32_to_f16(3.0)
src1 = (f32_to_f16(1.0) << 16) | f32_to_f16(2.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot2_f32_f16(v[3], v[0], v[1], v[2], opsel_hi=3, opsel_hi2=1),
]
st = run_program(instructions, n_lanes=1, ulp_tolerance=1)
result = i2f(st.vgpr[0][3])
self.assertAlmostEqual(result, 4.0, places=2)
class TestDot2F16F16(unittest.TestCase):
"""Tests for V_DOT2_F16_F16 - dot product of f16 pairs producing f16."""
def test_v_dot2_f16_f16_basic(self):
"""V_DOT2_F16_F16: dot product of two packed f16 pairs -> f16."""
# src0 = {hi=2.0, lo=1.0}, src1 = {hi=3.0, lo=2.0}
# result = 1.0*2.0 + 2.0*3.0 + 0 = 2 + 6 = 8.0 (f16)
src0 = (f32_to_f16(2.0) << 16) | f32_to_f16(1.0)
src1 = (f32_to_f16(3.0) << 16) | f32_to_f16(2.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot2_f16_f16(v[3], v[0], v[1], v[2]),
]
st = run_program(instructions, n_lanes=1)
result = f16(st.vgpr[0][3] & 0xffff)
self.assertAlmostEqual(result, 8.0, places=1)
def test_v_dot2_f16_f16_with_accumulator(self):
"""V_DOT2_F16_F16 with non-zero f16 accumulator."""
# src0 = {hi=1.0, lo=1.0}, src1 = {hi=1.0, lo=1.0}, acc = 3.0 (f16)
# result = 1.0*1.0 + 1.0*1.0 + 3.0 = 5.0 (f16)
src0 = (f32_to_f16(1.0) << 16) | f32_to_f16(1.0)
acc = f32_to_f16(3.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[2], acc),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[0]), # same as src0
v_mov_b32_e32(v[2], s[2]),
v_dot2_f16_f16(v[3], v[0], v[1], v[2]),
]
st = run_program(instructions, n_lanes=1)
result = f16(st.vgpr[0][3] & 0xffff)
self.assertAlmostEqual(result, 5.0, places=1)
class TestSignedDotProducts(unittest.TestCase):
"""Tests for V_DOT4_I32_IU8 and V_DOT8_I32_IU4 with signed inputs."""
def test_v_dot4_i32_iu8_signed_both(self):
"""V_DOT4_I32_IU8 with both inputs signed (neg=0b011)."""
# src0 = {-1, -2, 3, 4} as i8 = {0xff, 0xfe, 0x03, 0x04}
# src1 = {1, 1, 1, 1} as i8
# result = (-1)*1 + (-2)*1 + 3*1 + 4*1 = -1 - 2 + 3 + 4 = 4
src0 = (0xff << 24) | (0xfe << 16) | (0x03 << 8) | 0x04 # -1, -2, 3, 4
src1 = 0x01010101 # 1, 1, 1, 1
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot4_i32_iu8(v[3], v[0], v[1], v[2], neg=0b011), # both signed
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
# Result is i32, interpret as signed
if result >= 0x80000000:
result = result - 0x100000000
self.assertEqual(result, 4)
def test_v_dot4_i32_iu8_src0_signed(self):
"""V_DOT4_I32_IU8 with only src0 signed (neg=0b001)."""
# src0 = {-1, -1, -1, -1} as i8 = {0xff, 0xff, 0xff, 0xff}
# src1 = {2, 2, 2, 2} as u8
# result = (-1)*2 + (-1)*2 + (-1)*2 + (-1)*2 = -8
src0 = 0xffffffff # -1, -1, -1, -1 (as i8)
src1 = 0x02020202 # 2, 2, 2, 2 (as u8)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot4_i32_iu8(v[3], v[0], v[1], v[2], neg=0b001), # src0 signed
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
if result >= 0x80000000:
result = result - 0x100000000
self.assertEqual(result, -8)
def test_v_dot4_i32_iu8_src1_signed(self):
"""V_DOT4_I32_IU8 with only src1 signed (neg=0b010)."""
# src0 = {2, 2, 2, 2} as u8
# src1 = {-1, -1, -1, -1} as i8 = {0xff, 0xff, 0xff, 0xff}
# result = 2*(-1) + 2*(-1) + 2*(-1) + 2*(-1) = -8
src0 = 0x02020202 # 2, 2, 2, 2 (as u8)
src1 = 0xffffffff # -1, -1, -1, -1 (as i8)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot4_i32_iu8(v[3], v[0], v[1], v[2], neg=0b010), # src1 signed
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
if result >= 0x80000000:
result = result - 0x100000000
self.assertEqual(result, -8)
def test_v_dot4_i32_iu8_unsigned_as_reference(self):
"""V_DOT4_I32_IU8 with both unsigned (neg=0) - same as V_DOT4_U32_U8."""
# src0 = {0xff, 0xff, 0xff, 0xff} = 255 each as u8
# src1 = {1, 1, 1, 1}
# result = 255*1 + 255*1 + 255*1 + 255*1 = 1020
src0 = 0xffffffff
src1 = 0x01010101
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot4_i32_iu8(v[3], v[0], v[1], v[2], neg=0), # both unsigned
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][3], 1020)
def test_v_dot8_i32_iu4_signed_both(self):
"""V_DOT8_I32_IU4 with both inputs signed (neg=0b011)."""
# src0 = 8 nibbles: {-1, -2, 3, 4, -1, -2, 3, 4} as i4
# i4 -1 = 0xf, -2 = 0xe, 3 = 0x3, 4 = 0x4
# src0 = 0xfe34fe34
# src1 = {1, 1, 1, 1, 1, 1, 1, 1} as i4 = 0x11111111
# result = 2 * ((-1)*1 + (-2)*1 + 3*1 + 4*1) = 2 * 4 = 8
src0 = 0xfe34fe34
src1 = 0x11111111
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot8_i32_iu4(v[3], v[0], v[1], v[2], neg=0b011), # both signed
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
if result >= 0x80000000:
result = result - 0x100000000
self.assertEqual(result, 8)
def test_v_dot8_i32_iu4_all_negative(self):
"""V_DOT8_I32_IU4 with all negative signed values."""
# src0 = 8 nibbles all -1 (0xf) = 0xffffffff
# src1 = 8 nibbles all 1 = 0x11111111
# result = 8 * ((-1)*1) = -8
src0 = 0xffffffff # all -1 as i4
src1 = 0x11111111 # all 1
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], 0),
v_dot8_i32_iu4(v[3], v[0], v[1], v[2], neg=0b011), # both signed
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][3]
if result >= 0x80000000:
result = result - 0x100000000
self.assertEqual(result, -8)
class TestPkMinMaxF16(unittest.TestCase):
"""Tests for V_PK_MIN_F16 and V_PK_MAX_F16."""
def test_v_pk_min_f16_basic(self):
"""V_PK_MIN_F16: packed min of two f16 pairs."""
# src0 = {hi=3.0, lo=1.0}, src1 = {hi=2.0, lo=4.0}
# result = {min(3,2)=2, min(1,4)=1}
src0 = (f32_to_f16(3.0) << 16) | f32_to_f16(1.0)
src1 = (f32_to_f16(2.0) << 16) | f32_to_f16(4.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_pk_min_f16(v[2], v[0], v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 1.0, delta=0.01)
self.assertAlmostEqual(hi, 2.0, delta=0.01)
def test_v_pk_max_f16_basic(self):
"""V_PK_MAX_F16: packed max of two f16 pairs."""
# src0 = {hi=3.0, lo=1.0}, src1 = {hi=2.0, lo=4.0}
# result = {max(3,2)=3, max(1,4)=4}
src0 = (f32_to_f16(3.0) << 16) | f32_to_f16(1.0)
src1 = (f32_to_f16(2.0) << 16) | f32_to_f16(4.0)
instructions = [
s_mov_b32(s[0], src0),
s_mov_b32(s[1], src1),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[1]),
v_pk_max_f16(v[2], v[0], v[1]),
]
st = run_program(instructions, n_lanes=1)
result = st.vgpr[0][2]
lo = f16(result & 0xffff)
hi = f16((result >> 16) & 0xffff)
self.assertAlmostEqual(lo, 4.0, delta=0.01)
self.assertAlmostEqual(hi, 3.0, delta=0.01)
if __name__ == '__main__':
unittest.main()
+470 -20
View File
@@ -271,7 +271,7 @@ class TestCmpClassF16(unittest.TestCase):
instructions = [
v_mov_b32_e32(v[0], 0), # f16 +0.0
s_mov_b32(s[0], 0x1f8), # class mask
VOP3(VOP3Op.V_CMP_CLASS_F16, vdst=RawImm(VCC), src0=v[0], src1=s[0]),
v_cmp_class_f16_e64(VCC_LO, v[0], s[0]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "VCC should be 1 for +zero with VOP3 encoding")
@@ -282,7 +282,7 @@ class TestCmpClassF16(unittest.TestCase):
s_mov_b32(s[0], 0x3c00), # f16 +1.0
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], 0x1f8), # class mask
VOP3(VOP3Op.V_CMP_CLASS_F16, vdst=RawImm(VCC), src0=v[0], src1=s[1]),
v_cmp_class_f16_e64(VCC_LO, v[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "VCC should be 1 for +1.0 (normal) with mask 0x1f8")
@@ -293,7 +293,7 @@ class TestCmpClassF16(unittest.TestCase):
s_mov_b32(s[0], 0x7e00), # f16 quiet NaN
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], 0x1f8), # class mask
VOP3(VOP3Op.V_CMP_CLASS_F16, vdst=RawImm(VCC), src0=v[0], src1=s[1]),
v_cmp_class_f16_e64(VCC_LO, v[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "VCC should be 0 for NaN with mask 0x1f8 (no NaN bits)")
@@ -304,7 +304,7 @@ class TestCmpClassF16(unittest.TestCase):
s_mov_b32(s[0], 0x7c00), # f16 +inf
v_mov_b32_e32(v[0], s[0]),
s_mov_b32(s[1], 0x1f8), # class mask
VOP3(VOP3Op.V_CMP_CLASS_F16, vdst=RawImm(VCC), src0=v[0], src1=s[1]),
v_cmp_class_f16_e64(VCC_LO, v[0], s[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "VCC should be 0 for +inf with mask 0x1f8 (no inf bits)")
@@ -324,6 +324,29 @@ class TestCmpInt(unittest.TestCase):
st = run_program(instructions, n_lanes=4)
self.assertEqual(st.vcc & 0xf, 0xf, "All lanes should match")
def test_v_cmp_ne_u32_with_zero(self):
"""V_CMP_NE_U32: compare with zero, used for int->bool cast."""
instructions = [
v_mov_b32_e32(v[1], 0),
v_cmp_eq_u32_e32(1, v[255]), # vcc = (lane == 1)
v_cndmask_b32_e64(v[1], v[1], 1, VCC_LO), # v1[lane1] = 1
v_cmp_ne_u32_e32(0, v[1]), # vcc = (0 != v1)
v_cndmask_b32_e64(v[0], 0, 1, VCC_LO), # v0 = vcc ? 1 : 0
]
st = run_program(instructions, n_lanes=2)
self.assertEqual(st.vgpr[0][0], 0, "lane 0: 0 != 0 should be false")
self.assertEqual(st.vgpr[1][0], 1, "lane 1: 0 != 1 should be true")
self.assertEqual(st.vcc & 0x3, 0x2, "VCC should be 0b10")
def test_v_cmp_ne_u32_all_nonzero(self):
"""V_CMP_NE_U32: all lanes have nonzero values."""
instructions = [
v_mov_b32_e32(v[1], 5),
v_cmp_ne_u32_e32(0, v[1]),
]
st = run_program(instructions, n_lanes=4)
self.assertEqual(st.vcc & 0xf, 0xf, "All lanes should be != 0")
def test_cmp_eq_u16_opsel_lo_lo(self):
"""V_CMP_EQ_U16 comparing lo halves."""
instructions = [
@@ -337,21 +360,15 @@ class TestCmpInt(unittest.TestCase):
self.assertEqual(st.vcc & 1, 1, "Lo halves should be equal")
def test_cmp_eq_u16_opsel_hi_hi(self):
"""V_CMP_EQ_U16 comparing hi halves with VOP3 opsel.
VOPC doesn't have opsel, so we use VOP3 form for hi-half comparisons.
VOP3 compares write result to SGPR via vdst field.
"""
"""V_CMP_EQ_U16 comparing hi halves with VOP3 opsel."""
instructions = [
s_mov_b32(s[2], 0x00051234), # hi=5, lo=0x1234
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0x0005ABCD), # hi=5, lo=0xABCD
v_mov_b32_e32(v[1], s[2]),
# opsel=3 means compare hi halves, vdst=v[0] actually writes to s[0]
VOP3(VOP3Op.V_CMP_EQ_U16, vdst=v[0], src0=v[0], src1=v[1], opsel=3),
v_cmp_eq_u16_e64(vdst=s[0], src0=v[0], src1=v[1], opsel=3),
]
st = run_program(instructions, n_lanes=1)
# Result is in sgpr[0], not vcc
self.assertEqual(st.sgpr[0] & 1, 1, "Hi halves should be equal: 5==5")
def test_cmp_eq_u16_opsel_hi_hi_equal(self):
@@ -361,7 +378,7 @@ class TestCmpInt(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0x12340009), # lo=9, hi=0x1234
v_mov_b32_e32(v[1], s[2]),
VOP3(VOP3Op.V_CMP_EQ_U16, vdst=v[0], src0=v[0], src1=v[1], opsel=3),
v_cmp_eq_u16_e64(vdst=s[0], src0=v[0], src1=v[1], opsel=3),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0] & 1, 1, "hi==hi should be true: 0x1234==0x1234")
@@ -373,7 +390,7 @@ class TestCmpInt(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0x12340005), # lo=5, hi=0x1234
v_mov_b32_e32(v[1], s[2]),
VOP3(VOP3Op.V_CMP_GT_U16, vdst=v[0], src0=v[0], src1=v[1], opsel=3),
v_cmp_gt_u16_e64(vdst=s[0], src0=v[0], src1=v[1], opsel=3),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.sgpr[0] & 1, 1, "hi>hi should be true: 0x9999>0x1234")
@@ -389,11 +406,9 @@ class TestCmpFloat(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0x40000000), # hi=2.0 (f16), lo=0
v_mov_b32_e32(v[1], s[2]),
# opsel=3 means read hi halves for both src0 and src1
VOP3(VOP3Op.V_CMP_LT_F16, vdst=v[0], src0=v[0], src1=v[1], opsel=3),
v_cmp_lt_f16_e64(vdst=s[0], src0=v[0], src1=v[1], opsel=3),
]
st = run_program(instructions, n_lanes=1)
# Result is in sgpr[0]
self.assertEqual(st.sgpr[0] & 1, 1, "1.0 < 2.0 should be true")
def test_v_cmp_gt_f16_vsrc1_hi(self):
@@ -403,11 +418,9 @@ class TestCmpFloat(unittest.TestCase):
v_mov_b32_e32(v[0], s[2]),
s_mov_b32(s[2], 0x3c000000), # hi=1.0 (f16), lo=0
v_mov_b32_e32(v[1], s[2]),
# opsel=3 means read hi halves for both src0 and src1
VOP3(VOP3Op.V_CMP_GT_F16, vdst=v[0], src0=v[0], src1=v[1], opsel=3),
v_cmp_gt_f16_e64(vdst=s[0], src0=v[0], src1=v[1], opsel=3),
]
st = run_program(instructions, n_lanes=1)
# Result is in sgpr[0]
self.assertEqual(st.sgpr[0] & 1, 1, "2.0 > 1.0 should be true")
def test_v_cmp_eq_f16_vsrc1_hi_equal(self):
@@ -458,6 +471,242 @@ class TestCmpFloat(unittest.TestCase):
self.assertEqual((st.vcc >> 1) & 1, 0, "Lane 1: expected vcc=0 (2.0 < 1.0)")
class TestVOP3VOPCModifiers(unittest.TestCase):
"""Tests for VOP3 VOPC with abs/neg modifiers."""
def test_v_cmp_ge_f32_abs_both(self):
"""v_cmp_ge_f32 with abs on both sources: abs(0.0) >= abs(-1.0) = false.
Regression test: int16 mod operation uses v_cmp_ge_f32 with abs modifiers.
"""
instructions = [
v_mov_b32_e32(v[0], 0.0),
v_mov_b32_e32(v[1], -1.0),
# abs=0b11 means abs(src0) and abs(src1)
v_cmp_ge_f32_e64(VCC_LO, v[0], v[1], abs=0b11),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "abs(0.0) >= abs(-1.0) should be false")
def test_v_cmp_ge_f32_abs_negative_divisor(self):
"""v_cmp_ge_f32 with abs: remainder check for negative divisor.
Tests the exact comparison used in int16 mod: abs(rem_f) >= abs(div_f).
For 1 % -1: rem_f = 0.0, div_f = -1.0, so abs(0.0) >= abs(-1.0) = false.
"""
instructions = [
v_mov_b32_e32(v[0], 0.0), # remainder as float
v_mov_b32_e32(v[1], -1.0), # divisor as float
v_cmp_ge_f32_e64(VCC_LO, v[0], v[1], abs=0b11),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "abs(0.0) >= abs(-1.0) should be false")
def test_v_cmp_ge_f32_abs_small_remainder(self):
"""v_cmp_ge_f32 with abs: abs(-0.5) >= abs(-3.0) = false."""
instructions = [
v_mov_b32_e32(v[0], -0.5),
v_mov_b32_e32(v[1], -3.0),
v_cmp_ge_f32_e64(VCC_LO, v[0], v[1], abs=0b11),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "abs(-0.5) >= abs(-3.0) should be false")
def test_v_cmp_ge_f32_abs_equal(self):
"""v_cmp_ge_f32 with abs: abs(-1.0) >= abs(1.0) = true."""
instructions = [
v_mov_b32_e32(v[0], -1.0),
v_mov_b32_e32(v[1], 1.0),
v_cmp_ge_f32_e64(VCC_LO, v[0], v[1], abs=0b11),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "abs(-1.0) >= abs(1.0) should be true")
class TestVOP3VOPC64Bit(unittest.TestCase):
"""Tests for VOP3 VOPC with 64-bit operands."""
def test_v_cmp_lt_f64_basic(self):
"""v_cmp_lt_f64: 0.0 < 1.0 = true."""
zero_f64 = f2i64(0.0)
one_f64 = f2i64(1.0)
instructions = [
s_mov_b32(s[0], zero_f64 & 0xffffffff),
s_mov_b32(s[1], zero_f64 >> 32),
s_mov_b32(s[2], one_f64 & 0xffffffff),
s_mov_b32(s[3], one_f64 >> 32),
v_cmp_lt_f64_e64(VCC_LO, s[0:1], s[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "0.0 < 1.0 should be true")
def test_v_cmp_lt_f64_negative(self):
"""v_cmp_lt_f64: -1.0 < 0.0 = true."""
neg_one_f64 = f2i64(-1.0)
zero_f64 = f2i64(0.0)
instructions = [
s_mov_b32(s[0], neg_one_f64 & 0xffffffff),
s_mov_b32(s[1], neg_one_f64 >> 32),
s_mov_b32(s[2], zero_f64 & 0xffffffff),
s_mov_b32(s[3], zero_f64 >> 32),
v_cmp_lt_f64_e64(VCC_LO, s[0:1], s[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "-1.0 < 0.0 should be true")
def test_v_cmp_lt_i64_signed(self):
"""v_cmp_lt_i64: 0 < -1 (signed) = false."""
instructions = [
s_mov_b32(s[0], 0),
s_mov_b32(s[1], 0), # s[0:1] = 0
s_mov_b32(s[2], 0xffffffff),
s_mov_b32(s[3], 0xffffffff), # s[2:3] = -1
v_cmp_lt_i64_e64(VCC_LO, s[0:1], s[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "0 < -1 (signed) should be false")
def test_v_cmp_lt_u64_unsigned(self):
"""v_cmp_lt_u64: 0 < 0xFFFFFFFFFFFFFFFF (unsigned) = true."""
instructions = [
s_mov_b32(s[0], 0),
s_mov_b32(s[1], 0), # s[0:1] = 0
s_mov_b32(s[2], 0xffffffff),
s_mov_b32(s[3], 0xffffffff), # s[2:3] = max uint64
v_cmp_lt_u64_e64(VCC_LO, s[0:1], s[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "0 < max_uint64 should be true")
class TestVOPCF64(unittest.TestCase):
"""Tests for VOPC (E32 encoding) with 64-bit float operands. Regression test for f64 compare bug."""
def test_v_cmp_lt_f64_e32_true(self):
"""v_cmp_lt_f64_e32: 2.0 < 3.0 = true."""
lo0, hi0 = f2i64(2.0) & 0xffffffff, f2i64(2.0) >> 32
lo1, hi1 = f2i64(3.0) & 0xffffffff, f2i64(3.0) >> 32
instructions = [
s_mov_b32(s[0], lo0), s_mov_b32(s[1], hi0),
s_mov_b32(s[2], lo1), s_mov_b32(s[3], hi1),
v_mov_b32_e32(v[0], s[0]), v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]), v_mov_b32_e32(v[3], s[3]),
v_cmp_lt_f64_e32(v[0:1], v[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "2.0 < 3.0 should be true")
def test_v_cmp_lt_f64_e32_false(self):
"""v_cmp_lt_f64_e32: 3.0 < 2.0 = false."""
lo0, hi0 = f2i64(3.0) & 0xffffffff, f2i64(3.0) >> 32
lo1, hi1 = f2i64(2.0) & 0xffffffff, f2i64(2.0) >> 32
instructions = [
s_mov_b32(s[0], lo0), s_mov_b32(s[1], hi0),
s_mov_b32(s[2], lo1), s_mov_b32(s[3], hi1),
v_mov_b32_e32(v[0], s[0]), v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]), v_mov_b32_e32(v[3], s[3]),
v_cmp_lt_f64_e32(v[0:1], v[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "3.0 < 2.0 should be false")
def test_v_cmp_nlt_f64_e32_true(self):
"""v_cmp_nlt_f64_e32: !(3.0 < 2.0) = true."""
lo0, hi0 = f2i64(3.0) & 0xffffffff, f2i64(3.0) >> 32
lo1, hi1 = f2i64(2.0) & 0xffffffff, f2i64(2.0) >> 32
instructions = [
s_mov_b32(s[0], lo0), s_mov_b32(s[1], hi0),
s_mov_b32(s[2], lo1), s_mov_b32(s[3], hi1),
v_mov_b32_e32(v[0], s[0]), v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]), v_mov_b32_e32(v[3], s[3]),
v_cmp_nlt_f64_e32(v[0:1], v[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(3.0 < 2.0) should be true")
def test_v_cmp_nlt_f64_e32_false(self):
"""v_cmp_nlt_f64_e32: !(2.0 < 3.0) = false."""
lo0, hi0 = f2i64(2.0) & 0xffffffff, f2i64(2.0) >> 32
lo1, hi1 = f2i64(3.0) & 0xffffffff, f2i64(3.0) >> 32
instructions = [
s_mov_b32(s[0], lo0), s_mov_b32(s[1], hi0),
s_mov_b32(s[2], lo1), s_mov_b32(s[3], hi1),
v_mov_b32_e32(v[0], s[0]), v_mov_b32_e32(v[1], s[1]),
v_mov_b32_e32(v[2], s[2]), v_mov_b32_e32(v[3], s[3]),
v_cmp_nlt_f64_e32(v[0:1], v[2:3]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "!(2.0 < 3.0) should be false")
class TestCmpxExec(unittest.TestCase):
"""Tests for V_CMPX instructions that modify EXEC mask."""
def test_v_cmpx_ngt_f32_e64_all_true(self):
"""V_CMPX_NGT_F32_E64: all lanes pass (literal <= all values)."""
# 131072.0 = 0x48000000
# All values > 131072, so !(131072 > val) = true for all
instructions = [
s_mov_b32(EXEC_LO, 0x7), # 3 lanes active
v_mov_b32_e32(v[0], f2i(200000.0)), # lane 0
v_cmp_eq_u32_e32(1, v[255]),
v_cndmask_b32_e64(v[1], v[0], f2i(300000.0), VCC_LO), # lane 1
v_cmp_eq_u32_e32(2, v[255]),
v_cndmask_b32_e64(v[1], v[1], f2i(400000.0), VCC_LO), # lane 2
# Now v[1] has: lane0=200000, lane1=300000, lane2=400000
# Compare: !(131072.0 > v[1]) i.e., 131072.0 <= v[1]
v_cmpx_ngt_f32_e64(EXEC_LO, f2i(131072.0), v[1]),
]
st = run_program(instructions, n_lanes=3)
# All values > 131072, so all lanes should remain active
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0x7, 0x7, "All 3 lanes should remain active")
def test_v_cmpx_ngt_f32_e64_some_false(self):
"""V_CMPX_NGT_F32_E64: some lanes fail (literal > some values)."""
instructions = [
s_mov_b32(EXEC_LO, 0x7), # 3 lanes active
v_mov_b32_e32(v[0], f2i(100000.0)), # lane 0: 131072 > 100000 = true, so !(true) = false
v_cmp_eq_u32_e32(1, v[255]),
v_cndmask_b32_e64(v[1], v[0], f2i(200000.0), VCC_LO), # lane 1: 131072 > 200000 = false, so !(false) = true
v_cmp_eq_u32_e32(2, v[255]),
v_cndmask_b32_e64(v[1], v[1], f2i(150000.0), VCC_LO), # lane 2: 131072 > 150000 = false, so !(false) = true
v_cmpx_ngt_f32_e64(EXEC_LO, f2i(131072.0), v[1]),
]
st = run_program(instructions, n_lanes=3)
# lane 0: fail (100000 < 131072), lanes 1,2: pass
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0x7, 0x6, "Lanes 1,2 should be active, lane 0 inactive")
def test_v_cmpx_ngt_f32_e64_all_false(self):
"""V_CMPX_NGT_F32_E64: all lanes fail (literal > all values)."""
instructions = [
s_mov_b32(EXEC_LO, 0x7), # 3 lanes active
v_mov_b32_e32(v[0], f2i(100.0)), # all lanes have 100.0
# 131072 > 100 = true, so !(true) = false for all
v_cmpx_ngt_f32_e64(EXEC_LO, f2i(131072.0), v[0]),
]
st = run_program(instructions, n_lanes=3)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0x7, 0x0, "All lanes should be inactive")
def test_v_cmpx_ngt_f32_e64_large_values(self):
"""V_CMPX_NGT_F32_E64: test with values that trigger Payne-Hanek in sin().
This is a regression test for the sin(859240.0) bug.
Values 859240, 1000000, 100594688 should all pass !(131072 > val).
"""
instructions = [
s_mov_b32(EXEC_LO, 0x7), # 3 lanes active
v_mov_b32_e32(v[0], f2i(859240.0)), # lane 0
v_cmp_eq_u32_e32(1, v[255]),
v_cndmask_b32_e64(v[1], v[0], f2i(1000000.0), VCC_LO), # lane 1
v_cmp_eq_u32_e32(2, v[255]),
v_cndmask_b32_e64(v[1], v[1], f2i(100594688.0), VCC_LO), # lane 2
v_cmpx_ngt_f32_e64(EXEC_LO, f2i(131072.0), v[1]),
]
st = run_program(instructions, n_lanes=3)
# All values > 131072, so !(131072 > val) = true for all
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0x7, 0x7, "All 3 lanes should remain active")
class TestVCCBehavior(unittest.TestCase):
"""Tests for VCC condition code behavior."""
@@ -482,5 +731,206 @@ class TestVCCBehavior(unittest.TestCase):
self.assertEqual(st.vcc >> 16, 0x0000, "Lanes 16-31 should be false")
class TestCmpNge(unittest.TestCase):
"""Tests for V_CMP_NGE (not-greater-or-equal) with NaN semantics.
NGE = !(a >= b). With NaN inputs:
- If either input is NaN, a >= b is false, so !(false) = true
- This differs from a < b which returns false for NaN inputs
"""
def test_v_cmp_nge_f32_normal_values(self):
"""v_cmp_nge_f32: basic comparison with normal floats."""
instructions = [
v_mov_b32_e32(v[0], f2i(1.0)),
v_mov_b32_e32(v[1], f2i(2.0)),
v_cmp_nge_f32_e32(v[0], v[1]), # !(1.0 >= 2.0) = !(false) = true
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(1.0 >= 2.0) should be true")
def test_v_cmp_nge_f32_equal_values(self):
"""v_cmp_nge_f32: equal values should return false."""
instructions = [
v_mov_b32_e32(v[0], f2i(1.0)),
v_mov_b32_e32(v[1], f2i(1.0)),
v_cmp_nge_f32_e32(v[0], v[1]), # !(1.0 >= 1.0) = !(true) = false
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "!(1.0 >= 1.0) should be false")
def test_v_cmp_nge_f32_greater_value(self):
"""v_cmp_nge_f32: greater value should return false."""
instructions = [
v_mov_b32_e32(v[0], f2i(2.0)),
v_mov_b32_e32(v[1], f2i(1.0)),
v_cmp_nge_f32_e32(v[0], v[1]), # !(2.0 >= 1.0) = !(true) = false
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 0, "!(2.0 >= 1.0) should be false")
def test_v_cmp_nge_f32_neg_inf(self):
"""v_cmp_nge_f32: -inf compared to normal value."""
neg_inf = 0xff800000 # -inf
instructions = [
s_mov_b32(s[0], neg_inf),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], f2i(1.0)),
v_cmp_nge_f32_e32(v[0], v[1]), # !(-inf >= 1.0) = !(false) = true
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(-inf >= 1.0) should be true")
def test_v_cmp_nge_f32_clears_inactive_vcc_bits(self):
"""v_cmp_nge_f32 with partial EXEC clears inactive VCC bits (hardware behavior)."""
neg_inf = 0xff800000 # -inf
instructions = [
# Set VCC to all 1s first
s_mov_b32(VCC_LO, 0xFFFFFFFF),
# Set EXEC to only lane 0
s_mov_b32(EXEC_LO, 0x00000001),
# v0 = 1.0 for lane 0
v_mov_b32_e32(v[0], f2i(1.0)),
# Compare: !(-inf >= 1.0) = true for lane 0
v_cmp_nge_f32_e32(neg_inf, v[0]),
]
st = run_program(instructions, n_lanes=16)
# Hardware clears inactive lane bits, only active lane results remain
# Lane 0 result = 1 (true), lanes 1-15 = 0 (cleared)
self.assertEqual(st.vcc, 0x00000001, "VCC should only have active lane results")
def test_v_cmp_nge_f32_nan_src0(self):
"""v_cmp_nge_f32: NaN in src0 should return true (NaN >= x is false)."""
quiet_nan = 0x7fc00000
instructions = [
s_mov_b32(s[0], quiet_nan),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], f2i(1.0)),
v_cmp_nge_f32_e32(v[0], v[1]), # !(NaN >= 1.0) = !(false) = true
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(NaN >= 1.0) should be true")
def test_v_cmp_nge_f32_nan_src1(self):
"""v_cmp_nge_f32: NaN in src1 should return true (x >= NaN is false)."""
quiet_nan = 0x7fc00000
instructions = [
s_mov_b32(s[0], quiet_nan),
v_mov_b32_e32(v[0], f2i(1.0)),
v_mov_b32_e32(v[1], s[0]),
v_cmp_nge_f32_e32(v[0], v[1]), # !(1.0 >= NaN) = !(false) = true
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(1.0 >= NaN) should be true")
def test_v_cmp_nge_f32_both_nan(self):
"""v_cmp_nge_f32: both NaN should return true."""
quiet_nan = 0x7fc00000
instructions = [
s_mov_b32(s[0], quiet_nan),
v_mov_b32_e32(v[0], s[0]),
v_mov_b32_e32(v[1], s[0]),
v_cmp_nge_f32_e32(v[0], v[1]), # !(NaN >= NaN) = !(false) = true
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vcc & 1, 1, "!(NaN >= NaN) should be true")
class TestCmpxPartialWavefront(unittest.TestCase):
"""Tests for V_CMPX with partial wavefronts (fewer than 32 active lanes).
Regression tests for bug where v_cmpx incorrectly set EXEC bits for inactive
lanes when the wavefront had fewer than 32 lanes. This caused garbage data
from uninitialized lanes to corrupt memory writes.
"""
def test_v_cmpx_eq_u32_partial_wave_3_lanes(self):
"""V_CMPX_EQ_U32 with 3 active lanes should only affect those 3 lanes.
With n_lanes=3, initial EXEC=0x7. After v_cmpx comparing lane_id == 1,
only lane 1 should pass, so EXEC should become 0x2 (not have bits 3-31 set).
"""
instructions = [
v_cmpx_eq_u32_e32(1, v[255]), # EXEC = lanes where lane_id == 1
]
st = run_program(instructions, n_lanes=3)
# Only lane 1 should be active (bit 1 set)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x2,
"Only lane 1 should be active after v_cmpx_eq_u32 with 3 lanes")
def test_v_cmpx_eq_u32_partial_wave_5_lanes(self):
"""V_CMPX_EQ_U32 with 5 active lanes."""
instructions = [
v_cmpx_eq_u32_e32(3, v[255]), # EXEC = lanes where lane_id == 3
]
st = run_program(instructions, n_lanes=5)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x8,
"Only lane 3 should be active after v_cmpx_eq_u32 with 5 lanes")
def test_v_cmpx_lt_u32_partial_wave(self):
"""V_CMPX_LT_U32 with partial wavefront."""
# VOPC: src0 < vsrc1, so we need v_cmpx_gt_u32 to get lane_id < 2
instructions = [
v_cmpx_gt_u32_e32(2, v[255]), # EXEC = lanes where 2 > lane_id (i.e., lane_id < 2)
]
st = run_program(instructions, n_lanes=4)
# Lanes 0,1 should be active (bits 0,1 set = 0x3)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x3,
"Only lanes 0,1 should be active after v_cmpx_gt_u32(2, lane_id) with 4 lanes")
def test_v_cmpx_ge_u32_partial_wave(self):
"""V_CMPX_GE_U32 with partial wavefront."""
# VOPC: src0 >= vsrc1, so v_cmpx_le_u32(1, lane_id) gives lane_id >= 2? No.
# v_cmpx_le_u32(src0, vsrc1) = src0 <= vsrc1 = 1 <= lane_id
instructions = [
v_cmpx_le_u32_e32(2, v[255]), # EXEC = lanes where 2 <= lane_id (i.e., lane_id >= 2)
]
st = run_program(instructions, n_lanes=4)
# Lanes 2,3 should be active (bits 2,3 set = 0xC)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0xC,
"Only lanes 2,3 should be active after v_cmpx_le_u32(2, lane_id) with 4 lanes")
def test_v_cmpx_ne_u32_partial_wave_all_pass(self):
"""V_CMPX_NE_U32 where all active lanes pass."""
instructions = [
v_cmpx_ne_u32_e32(99, v[255]), # EXEC = lanes where lane_id != 99
]
st = run_program(instructions, n_lanes=3)
# All 3 lanes should remain active (bits 0,1,2 set = 0x7)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x7,
"All 3 lanes should remain active when all pass")
def test_v_cmpx_eq_u32_partial_wave_none_pass(self):
"""V_CMPX_EQ_U32 where no active lanes pass."""
instructions = [
v_cmpx_eq_u32_e32(99, v[255]), # EXEC = lanes where lane_id == 99
]
st = run_program(instructions, n_lanes=3)
# No lanes should be active
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x0,
"No lanes should be active when none pass")
def test_v_cmpx_f32_partial_wave(self):
"""V_CMPX_GT_F32 with partial wavefront - float comparison."""
instructions = [
v_cvt_f32_u32_e32(v[0], v[255]), # v[0] = float(lane_id)
v_mov_b32_e32(v[1], f2i(0.5)), # v[1] = 0.5
v_cmpx_gt_f32_e32(v[0], v[1]), # EXEC = lanes where v[0] > 0.5
]
st = run_program(instructions, n_lanes=4)
# Lanes 1,2,3 have values > 0.5, lane 0 has 0.0
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0xE,
"Lanes 1,2,3 should be active (float > 0.5)")
def test_v_cmpx_e64_partial_wave(self):
"""V_CMPX_EQ_U32_E64 (VOP3 encoding) with partial wavefront."""
instructions = [
v_cmpx_eq_u32_e64(EXEC_LO, v[255], 2), # EXEC = lanes where lane_id == 2
]
st = run_program(instructions, n_lanes=4)
self.assertEqual(st.sgpr[EXEC_LO.offset] & 0xFFFFFFFF, 0x4,
"Only lane 2 should be active after v_cmpx_eq_u32_e64")
if __name__ == '__main__':
unittest.main()
+161
View File
@@ -0,0 +1,161 @@
"""Tests for VOPD instructions - dual-issue vector operations.
VOPD executes two operations simultaneously. Key behavior:
- Both ops read their sources BEFORE either writes (dual-issue semantics)
- This means if X writes to a register that Y reads, Y sees the OLD value
- Op X can use ops 0-15 (FMAC, MUL, ADD, MOV, etc.)
- Op Y can use ops 0-18 (includes ADD_NC_U32, LSHLREV, AND)
"""
import unittest
from extra.assembly.amd.test.hw.helpers import run_program, run_program_emu, run_program_hw, compare_wave_states, \
v, s, v_mov_b32_e32, s_mov_b32
from extra.assembly.amd.autogen.rdna3.ins import VOPD, VOPD_LIT, VOPDOp
class TestVOPDBasic(unittest.TestCase):
"""Basic VOPD functionality tests."""
def test_vopd_dual_mov(self):
"""VOPD with two MOV operations to different registers."""
instructions = [
v_mov_b32_e32(v[0], 0x12345678),
v_mov_b32_e32(v[1], 0xDEADBEEF),
# X: v[2] = v[0], Y: v[3] = v[1]
VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_MOV_B32, v[2], v[3], v[0], v[1], v[0], v[0]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 0x12345678)
self.assertEqual(st.vgpr[0][3], 0xDEADBEEF)
def test_vopd_mov_and_add(self):
"""VOPD with MOV (X) and ADD_NC_U32 (Y) - ADD_NC_U32 can only be Y op."""
instructions = [
v_mov_b32_e32(v[0], 10),
v_mov_b32_e32(v[1], 5),
# X: v[2] = 100 (literal), Y: v[3] = v[0] + v[1] = 15
VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_ADD_NC_U32, v[2], v[3], 100, v[0], v[0], v[1]),
]
st = run_program(instructions, n_lanes=1)
self.assertEqual(st.vgpr[0][2], 100)
self.assertEqual(st.vgpr[0][3], 15)
class TestVOPDReadBeforeWrite(unittest.TestCase):
"""Tests for VOPD dual-issue read-before-write semantics.
In VOPD, both X and Y operations read their sources BEFORE either writes.
This is critical when X's destination is Y's source.
"""
def test_vopd_x_writes_y_reads_same_reg(self):
"""VOPD where X writes to a register that Y reads.
X: v[2] = 0 (overwrites v[2])
Y: v[1] = v[2] + v[0] (srcy0=v[2], vsrcy1=v[0])
If reads happen before writes: v[1] = OLD_v[2] + v[0] = 0xFFFFFFFF + 1 = 0
If writes happen before reads: v[1] = 0 + v[0] = 0 + 1 = 1
Hardware does reads-before-writes, so v[1] should be 0.
"""
instructions = [
v_mov_b32_e32(v[0], 1), # v[0] = 1
v_mov_b32_e32(v[1], 0x99999999), # v[1] = placeholder (will be overwritten)
v_mov_b32_e32(v[2], 0xFFFFFFFF), # v[2] = 0xFFFFFFFF
# X: v[2] = 0 (literal), srcx0=0, vsrcx1=v[0] (unused for MOV)
# Y: v[1] = srcy0 + vsrcy1 = v[2] + v[0] (should read OLD v[2] = 0xFFFFFFFF)
# vdsty encoding: (vdsty << 1) | ((vdstx & 1) ^ 1) where vdsty field = 0, vdstx = v[2]
# So vdsty_reg = (0 << 1) | ((2 & 1) ^ 1) = 0 | 1 = 1 = v[1]
VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_ADD_NC_U32, v[2], v[0], 0, v[2], v[0], v[0]),
]
st = run_program(instructions, n_lanes=1)
# X should have written 0 to v[2]
self.assertEqual(st.vgpr[0][2], 0, "X should write 0 to v[2]")
# Y should have read OLD v[2] (0xFFFFFFFF) and added v[0] (1)
# 0xFFFFFFFF + 1 = 0 (wrap around)
self.assertEqual(st.vgpr[0][1], 0, "Y should read OLD v[2]=0xFFFFFFFF, compute 0xFFFFFFFF+1=0")
def test_vopd_x_writes_y_reads_same_reg_v2(self):
"""VOPD where X writes to a register that Y reads - cleaner test case.
X: v[2] = 0 (MOV)
Y: v[1] = v[2] + v[2] (ADD_NC_U32 with both sources from v[2])
If reads happen before writes: v[1] = OLD_v[2] + OLD_v[2] = 100 + 100 = 200
If writes happen before reads: v[1] = 0 + 0 = 0
Hardware does reads-before-writes, so v[1] should be 200.
"""
instructions = [
v_mov_b32_e32(v[0], 0x88888888), # v[0] = unused placeholder
v_mov_b32_e32(v[1], 0x99999999), # v[1] = placeholder (will be overwritten)
v_mov_b32_e32(v[2], 100), # v[2] = 100
# X: v[2] = 0 (literal)
# Y: v[1] = srcy0 + vsrcy1 = v[2] + v[2] (should read OLD v[2] = 100)
VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_ADD_NC_U32, v[2], v[0], 0, v[2], v[0], v[2]),
]
st = run_program(instructions, n_lanes=1)
# X should have written 0 to v[2]
self.assertEqual(st.vgpr[0][2], 0, "X should write 0 to v[2]")
# Y should have read OLD v[2] (100) twice and added them
self.assertEqual(st.vgpr[0][1], 200, "Y should read OLD v[2]=100 twice, compute 100+100=200")
class TestVOPDLiterals(unittest.TestCase):
"""Tests for VOPD instructions that use SIMM32 literals (FMAAK, FMAMK)."""
def test_vopd_fmaak_f32(self):
"""VOPD V_DUAL_FMAAK_F32: D = S0 * S1 + SIMM32 (literal addend).
Tests that the 32-bit literal (SIMM32) is correctly passed to the instruction.
fma(2.0, 3.0, 10.0) = 2*3 + 10 = 16.0
"""
from extra.assembly.amd.test.hw.helpers import f2i, i2f
instructions = [
v_mov_b32_e32(v[0], f2i(2.0)), # v[0] = 2.0
v_mov_b32_e32(v[1], f2i(3.0)), # v[1] = 3.0
# VOPD args: opx, opy, vdstx, vdsty, srcx0, srcy0, vsrcx1, vsrcy1
# X: v[2] = fma(srcx0, vsrcx1, SIMM32) = v[0]*v[1]+10.0 = 2*3+10 = 16
# Y: v[3] = srcy0 (MOV) = v[0] = 2.0
VOPD_LIT(VOPDOp.V_DUAL_FMAAK_F32, VOPDOp.V_DUAL_MOV_B32, v[2], v[3], v[0], v[0], v[1], v[0], literal=f2i(10.0)),
]
st = run_program(instructions, n_lanes=1)
self.assertAlmostEqual(i2f(st.vgpr[0][2]), 16.0, places=5, msg="fma(2.0, 3.0, 10.0) should be 16.0")
def test_vopd_fmamk_f32(self):
"""VOPD V_DUAL_FMAMK_F32: D = S0 * SIMM32 + S1 (literal multiplier).
Tests that the 32-bit literal (SIMM32) is correctly used as the multiplier.
fma(2.0, 5.0, 3.0) = 2*5 + 3 = 13.0
"""
from extra.assembly.amd.test.hw.helpers import f2i, i2f
instructions = [
v_mov_b32_e32(v[0], f2i(2.0)), # v[0] = 2.0
v_mov_b32_e32(v[1], f2i(3.0)), # v[1] = 3.0
# X: v[2] = fma(srcx0, SIMM32, vsrcx1) = v[0]*5.0+v[1] = 2*5+3 = 13
# Y: v[3] = srcy0 (MOV) = v[0] = 2.0
VOPD_LIT(VOPDOp.V_DUAL_FMAMK_F32, VOPDOp.V_DUAL_MOV_B32, v[2], v[3], v[0], v[0], v[1], v[0], literal=f2i(5.0)),
]
st = run_program(instructions, n_lanes=1)
self.assertAlmostEqual(i2f(st.vgpr[0][2]), 13.0, places=5, msg="fma(2.0, 5.0, 3.0) should be 13.0")
class TestVOPDMultilane(unittest.TestCase):
"""Tests for VOPD with multiple lanes."""
def test_vopd_multilane_mov_add(self):
"""VOPD MOV and ADD with multiple active lanes - no register conflict."""
instructions = [
v_mov_b32_e32(v[0], 5),
v_mov_b32_e32(v[1], 10),
# X: v[2] = 100 (constant), Y: v[1] = v[0] + v[1] = 5 + 10 = 15
# vdsty_reg = (vdsty << 1) | ((vdstx.offset & 1) ^ 1) = (0 << 1) | ((258 & 1) ^ 1) = 0 | 1 = 1
VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_ADD_NC_U32, v[2], v[0], 100, v[0], v[2], v[1]),
]
st = run_program(instructions, n_lanes=4)
for lane in range(4):
self.assertEqual(st.vgpr[lane][2], 100, f"Lane {lane}: v[2] should be 100")
self.assertEqual(st.vgpr[lane][1], 15, f"Lane {lane}: v[1] should be 15 (5+10)")
if __name__ == '__main__':
unittest.main()
+135 -29
View File
@@ -1,18 +1,14 @@
# Test to compare Python and Rust RDNA3 emulators by running real tinygrad kernels
import unittest, ctypes, os
import unittest, ctypes
from dataclasses import dataclass
from pathlib import Path
# Set environment before any tinygrad imports to use MOCKGPU
# This allows generating AMD GPU kernels without requiring real hardware
os.environ["AMD"] = "1"
os.environ["MOCKGPU"] = "1"
os.environ["PYTHON_REMU"] = "1"
from extra.assembly.amd.emu import WaveState, decode_program, WAVE_SIZE, set_valid_mem_ranges, LDSMem
from extra.assembly.amd.emu import WaveState, decode_program, WAVE_SIZE, VCC_LO, EXEC_LO, SCC
from extra.assembly.amd import decode_inst
from extra.assembly.amd.test.helpers import KernelInfo
from extra.assembly.amd.test.bench_emu import REMU_PATH
def set_valid_mem_ranges(ranges): pass # emu2 doesn't need this
def _is_f32_nan(bits: int) -> bool:
"""Check if 32-bit value is a NaN (exponent all 1s, mantissa non-zero)."""
return (bits & 0x7f800000) == 0x7f800000 and (bits & 0x007fffff) != 0
@@ -91,33 +87,61 @@ class PythonEmulator:
def __init__(self):
self.state: WaveState | None = None
self.program: dict | None = None
self.vmem_buf = None
self.lds_buf = None
self.kernel_buf = None # Keep kernel bytes alive
self.lib_addr = 0 # Base address of kernel code
def create(self, kernel: bytes, n_lanes: int):
self.program = decode_program(kernel)
self.state = WaveState(LDSMem(bytearray(65536)), n_lanes)
self.state.exec_mask = (1 << n_lanes) - 1
import ctypes
from tinygrad.device import Buffer, BufferSpec
from tinygrad.dtype import dtypes
# Store kernel in a ctypes buffer so generic instructions can read from vmem at actual PC address
self.kernel_buf = (ctypes.c_char * len(kernel)).from_buffer_copy(kernel)
self.lib_addr = ctypes.addressof(self.kernel_buf)
# Remap program dict to use actual addresses (like run_asm does)
program_raw = decode_program(kernel)
self.program = {self.lib_addr + offset: val for offset, val in program_raw.items()}
self.state = WaveState(n_lanes)
self.state.pc = self.lib_addr # Set PC to code base address
self.vmem_buf = Buffer('CPU', 1 << 40, dtypes.uint32, options=BufferSpec(external_ptr=0)).ensure_allocated()
self.lds_buf = Buffer('CPU', 65536 // 4, dtypes.uint32).ensure_allocated()
def step(self) -> int:
import ctypes
assert self.program is not None and self.state is not None
return self.program[self.state.pc]._dispatch(self.state, self.program[self.state.pc])
pc = self.state.pc
if pc == 0xFFFFFFFFFFFFFFFF or pc not in self.program: return -1
name, fxn, globals_list, _runner = self.program[pc]
if fxn is None: return 1 # unsupported instruction
buf_addrs = {0: self.state.sgpr_buf._buf.va_addr, 1: self.state.vgpr_buf._buf.va_addr,
2: self.vmem_buf._buf.va_addr, 3: self.lds_buf._buf.va_addr}
# Direct ctypes call - bypasses HCQ overhead
fxn(*[ctypes.c_uint64(buf_addrs[g]) for g in globals_list], ctypes.c_int32(0))
return -1 if self.state.pc == 0xFFFFFFFFFFFFFFFF else 0
def set_sgpr(self, idx: int, val: int):
assert self.state is not None
self.state.sgpr[idx] = val & 0xffffffff
self.state._write_sgpr(idx, val)
def set_vgpr(self, lane: int, idx: int, val: int):
assert self.state is not None
self.state.vgpr[lane][idx] = val & 0xffffffff
self.state._write_vgpr(idx, lane, val)
def get_snapshot(self) -> StateSnapshot:
assert self.state is not None
return StateSnapshot(pc=self.state.pc, scc=self.state.scc, vcc=self.state.vcc & 0xffffffff,
exec_mask=self.state.exec_mask & 0xffffffff, sgpr=list(self.state.sgpr),
vgpr=[list(self.state.vgpr[i]) for i in range(WAVE_SIZE)])
sgpr = [self.state._read_sgpr(i) for i in range(128)]
vgpr = [[self.state._read_vgpr(reg, lane) for reg in range(256)] for lane in range(WAVE_SIZE)]
# Convert actual PC address to word offset for comparison with Rust emulator
pc_offset = (self.state.pc - self.lib_addr) // 4 if self.state.pc != 0xFFFFFFFFFFFFFFFF else 0xFFFFFFFFFFFFFFFF
return StateSnapshot(pc=pc_offset, scc=self.state._read_sgpr(SCC.offset), vcc=sgpr[VCC_LO.offset],
exec_mask=sgpr[EXEC_LO.offset], sgpr=sgpr, vgpr=vgpr)
def run_single_kernel(kernel: bytes, n_lanes: int, args_ptr: int, global_size: tuple[int, int, int],
program, max_steps: int, debug: bool, trace_len: int, kernel_idx: int = 0,
max_workgroups: int = 8) -> tuple[bool, str, int]:
local_size: tuple[int, int, int], program, max_steps: int, debug: bool, trace_len: int,
kernel_idx: int = 0, max_workgroups: int = 8) -> tuple[bool, str, int]:
"""Run a single kernel through both emulators. Returns (success, message, total_steps)."""
gx, gy, gz = global_size
lx, ly, lz = local_size
total_steps = 0
wg_count = 0
@@ -140,28 +164,52 @@ def run_single_kernel(kernel: bytes, n_lanes: int, args_ptr: int, global_size: t
emu.set_sgpr(13, gidx)
emu.set_sgpr(14, gidy)
emu.set_sgpr(15, gidz)
# Initialize v[0] with packed workitem IDs for each lane
for lane in range(n_lanes):
tid = lane
z, y, x = tid // (lx * ly), (tid // lx) % ly, tid % lx
emu.set_vgpr(lane, 0, (z << 20) | (y << 10) | x)
step = 0
trace: list[tuple[int, int, str, StateSnapshot, StateSnapshot]] = []
prev_sync_after = False # Track if previous instruction had known Rust bugs
try:
while step < max_steps:
rust_before = rust.get_snapshot()
python_before = python.get_snapshot()
inst = program.get(python_before.pc)
inst_str = inst.disasm() if inst else f"unknown at PC={python_before.pc}"
inst_info = python.program.get(python.lib_addr + python_before.pc * 4) # Convert word offset to actual address
inst_hex_name = inst_info[0] if inst_info else f"unknown at PC={python_before.pc}"
# Decode the instruction to get mnemonic for sync_after checks
try:
# Format is mnemonic_hexbytes, e.g. v_exp_f32_e32_014b027e -> hex is 014b027e
parts = inst_hex_name.rsplit('_', 1)
inst_bytes_hex = parts[1] if len(parts) == 2 else ""
inst_bytes = bytes.fromhex(inst_bytes_hex) if inst_bytes_hex else b''
decoded = decode_inst(inst_bytes) if inst_bytes else None
inst_mnemonic = repr(decoded).split('(')[0] if decoded else ""
except:
inst_mnemonic = ""
# For generic instructions, use function name for sync_after check
if not inst_mnemonic: inst_mnemonic = inst_hex_name
inst_str = inst_hex_name
trace.append((step, python_before.pc, inst_str, rust_before, python_before))
if len(trace) > trace_len: trace.pop(0)
if debug: print(f"K{kernel_idx} WG({gidx},{gidy},{gidz}) Step {step}: PC={python_before.pc}, inst={inst_str}")
# Instructions with known Rust emulator bugs - sync Python to Rust after execution
# Instructions with known Rust emulator bugs or precision differences - sync Python to Rust after execution
# v_div_scale/v_div_fixup: Rust has different VCC handling
# v_cvt_f16_f32: Rust clears high 16 bits, but hardware (and Python) preserves them
# s_add_i32/s_sub_i32: Rust has incorrect SCC overflow detection
sync_after = any(x in inst_str for x in ('v_div_scale_f32', 'v_div_scale_f64', 'v_div_fixup_f32', 'v_div_fixup_f64',
'v_cvt_f16_f32', 's_add_i32', 's_sub_i32'))
diffs = rust_before.diff(python_before, n_lanes)
# v_exp_f32/v_log_f32/v_ldexp_f32: precision differences in transcendental functions
# s_delay_alu: Rust handles differently
# v_add_co_ci_u32/v_sub_co_ci_u32/v_subrev_co_ci_u32: Rust preserves inactive VCC bits, but hardware clears all bits
sync_after = any(x in inst_mnemonic.lower() for x in ('v_div_scale', 'v_div_fixup', 'v_cvt_f16_f32', 's_add_i32', 's_sub_i32',
'v_exp_f32', 'v_log_f32', 'v_ldexp_f32', 's_delay_alu',
'v_add_co_ci_u32', 'v_sub_co_ci_u32', 'v_subrev_co_ci_u32'))
# Skip comparison if previous instruction had known Rust bugs (states were synced but may still differ slightly)
diffs = rust_before.diff(python_before, n_lanes) if not prev_sync_after else []
if diffs:
trace_lines = []
for idx, (s, pc, d, rb, pb) in enumerate(trace):
@@ -200,7 +248,12 @@ def run_single_kernel(kernel: bytes, n_lanes: int, args_ptr: int, global_size: t
for lane in range(n_lanes):
for i in range(256): python.set_vgpr(lane, i, rust_after.vgpr[lane][i])
assert python.state is not None
python.state.pc, python.state.scc, python.state.vcc, python.state.exec_mask = rust_after.pc, rust_after.scc, rust_after.vcc, rust_after.exec_mask
# Convert Rust's word-based PC to Python's actual address
python.state.pc = python.lib_addr + rust_after.pc * 4
python.state._write_sgpr(SCC.offset, rust_after.scc)
python.state._write_sgpr(VCC_LO.offset, rust_after.vcc)
python.state._write_sgpr(EXEC_LO.offset, rust_after.exec_mask)
prev_sync_after = sync_after
if rust_result == -1:
total_steps += step + 1
@@ -254,7 +307,7 @@ def compare_emulators_multi_kernel(kernels: list[KernelInfo], buf_pool: dict[int
ok, msg, steps = run_single_kernel(
kernel.code, min(n_lanes, 32), args_ptr, kernel.global_size,
program, max_steps, debug, trace_len, ki
kernel.local_size, program, max_steps, debug, trace_len, ki
)
total_steps += steps
if not ok:
@@ -281,7 +334,8 @@ def compare_emulators_with_memory(kernel: bytes, n_lanes: int, buf_sizes: list,
set_valid_mem_ranges(ranges)
program = decode_program(kernel)
ok, msg, _ = run_single_kernel(kernel, n_lanes, args_ptr, global_size, program, max_steps, debug, trace_len)
# Legacy wrapper assumes local_size = (n_lanes, 1, 1)
ok, msg, _ = run_single_kernel(kernel, n_lanes, args_ptr, global_size, (n_lanes, 1, 1), program, max_steps, debug, trace_len)
return ok, msg
def get_kernels_from_tinygrad(op_fn) -> tuple[list[KernelInfo], dict[int, int], dict[int, bytes]]:
@@ -324,6 +378,7 @@ def get_kernels_from_tinygrad(op_fn) -> tuple[list[KernelInfo], dict[int, int],
buf_sizes.append(b.nbytes)
kernels.append(KernelInfo(
code=bytes(sec.content),
src=lowered.prg.p.src,
global_size=tuple(lowered.prg.p.global_size),
local_size=tuple(lowered.prg.p.local_size),
buf_idxs=buf_idxs,
@@ -386,6 +441,7 @@ class TestTinygradKernels(unittest.TestCase):
from tinygrad import dtypes
self._test_kernel(lambda T: T.empty(4, 4)[T.arange(4).cast(dtypes.int64), :])
def test_gelu(self): self._test_kernel(lambda T: T.empty(32, 32).gelu())
def test_exp(self): self._test_kernel(lambda T: T.empty(1024).exp())
def test_cross_entropy(self):
import numpy as np
np.random.seed(0)
@@ -397,5 +453,55 @@ class TestTinygradKernels(unittest.TestCase):
from tinygrad import dtypes
self._test_kernel(lambda T: T([2.0], dtype=dtypes.float64).sin())
def test_sin_large_f32(self):
"""Test sin with large values that trigger Payne-Hanek range reduction."""
# Values around 859240 trigger the Payne-Hanek algorithm
# This tests the integer multiply-high instructions used in range reduction
self._test_kernel(lambda T: T([859240.0, 1000000.0, 100594688.0]).sin())
def test_clip_zero_one(self):
"""Test clip(0, 1) - regression for binary_crossentropy failure."""
import numpy as np
np.random.seed(0)
x_np = np.random.uniform(-2, 2, (32, 10)).astype(np.float32).tolist()
self._test_kernel(lambda T: T(x_np).clip(0, 1))
def test_mod_int64(self):
"""Test int64 modulo, especially edge cases like 1 % -1."""
from tinygrad import dtypes
self._test_kernel(lambda T: T([1, 10, -10, 7], dtype=dtypes.int64) % T([-1, 3, 3, -3], dtype=dtypes.int64))
def test_expand_flatten_sum(self):
"""Test flatten of expanded tensor followed by sum.
Bug: flatten() of an expanded tensor produces wrong results for certain sizes.
Sizes that are multiples of 32 work (32, 48, 64), but sizes like 33, 49, 50 fail.
This breaks masked_select and nonzero operations.
"""
import numpy as np
np.random.seed(0)
x_np = np.random.uniform(-2, 2, (33,)).astype(np.float32)
self._test_kernel(lambda T: (T(x_np.tolist()) > 0.5).unsqueeze(-1).expand(33, 3).flatten().sum())
@unittest.skip("slow and broken with AMD_LLVM=1")
def test_nonzero(self):
"""Test nonzero operation - counts and gathers indices of non-zero elements."""
import numpy as np
np.random.seed(42)
x_np = np.random.rand(10, 5, 3).astype(np.float32)
self._test_kernel(lambda T: (T(x_np.tolist()) > 0.5).nonzero())
@unittest.skip("Precision differences in v_exp/v_log accumulate across kernels, causing memory divergence")
def test_softmax_argmax_fused(self):
"""Test fused softmax+argmax - tracks exp2 precision issue.
The fused kernel recomputes softmax inline and Python emulator's exp2 polynomial
has up to 1 ULP error vs native exp2f, causing accumulated differences.
"""
import torch
torch.manual_seed(0)
x_np = torch.rand(4, 10).numpy()
self._test_kernel(lambda T: T(x_np.tolist()).softmax(1).argmax())
if __name__ == "__main__":
unittest.main()
@@ -0,0 +1,77 @@
import unittest
import functools
from tinygrad import Tensor, Device, dtypes
from tinygrad.uop.ops import UOp, Ops, KernelInfo
from tinygrad.renderer import Estimates
from tinygrad.runtime.support.compiler_amd import HIPCompiler
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import s, v, Inst
def assemble_insts(insts:list[Inst], name:str, arch:str, kernarg_size:int=8) -> tuple[UOp, UOp]:
kd = {"kernarg_size":kernarg_size, "user_sgpr_kernarg_segment_ptr":1, "next_free_vgpr":8, "next_free_sgpr":8, "wavefront_size32":1}
disasm = "\n".join([inst.disasm() for inst in insts])
hsasrc = f".text\n.globl {name}\n.p2align 8\n.type fn_name,@function\n{name}:\n{disasm}\ns_code_end\n"
hsasrc += f".rodata\n.p2align 6\n.amdhsa_kernel {name}\n"+"\n".join([f".amdhsa_{k} {v}" for k,v in kd.items()])+"\n.end_amdhsa_kernel"
binary = HIPCompiler(arch).compile(hsasrc)
return UOp(Ops.SOURCE, arg=disasm), UOp(Ops.BINARY, arg=binary)
def custom_add_one(A:UOp, arch:str) -> UOp:
A = A.flatten()
assert dtypes.is_float(A.dtype.base), f"buffer dtype must be float32, got {A.dtype}"
threads = UOp.special(A.size, "lidx0")
insts = [
s_load_b64(s[0:1], s[0:1], soffset=NULL),
s_waitcnt(lgkmcnt=0),
v_lshlrev_b32_e32(v[0], 2, v[0]), # element offset
global_load_b32(v[1], v[0], saddr=s[0:1]),
s_waitcnt(vmcnt=0),
v_mov_b32_e32(v[2], 1.0),
v_add_f32_e32(v[1], v[1], v[2]),
global_store_b32(addr=v[0], data=v[1], saddr=s[0:1]),
s_endpgm(),
]
sink = UOp.sink(A.base, threads, arg=KernelInfo(name:=f"custom_add_one_{A.size}", estimates=Estimates(ops=A.size, mem=A.size*4*2)))
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg="AMD"), UOp(Ops.LINEAR, src=(*sink.src, sink)), *assemble_insts(insts, name, arch)))
def custom_add_var(A:UOp, B:UOp, arch:str) -> UOp:
A,B = A.flatten(), B.flatten()
assert A.dtype.base == dtypes.uint32, f"buffer dtype must be uint32, got {A.dtype}"
threads = UOp.special(A.size, "lidx0")
var = UOp.variable("var", 0, 10)
insts = [
s_load_b128(s[4:7], s[0:1]),
s_load_b32(s[8], s[0:1], offset=0x10), # all threads load the same variable
s_waitcnt(lgkmcnt=0),
v_lshlrev_b32_e32(v[0], 2, v[0]), # element offset, different per thread
global_load_b32(v[1], v[0], saddr=s[6:7]),
s_waitcnt(vmcnt=0),
v_add_nc_u32_e32(v[1], s[8], v[1]),
global_store_b32(addr=v[0], data=v[1], saddr=s[4:5]),
s_endpgm(),
]
sink = UOp.sink(A.base, B.base, var, threads, arg=KernelInfo(name:=f"custom_add_one_{A.size}"))
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg="AMD"), UOp(Ops.LINEAR, src=(*sink.src, sink)),
*assemble_insts(insts, name, arch, kernarg_size=16)))
class TestCustomKernel(unittest.TestCase):
def test_simple(self):
a = Tensor.full((16, 16), 1.).contiguous().realize()
a = Tensor.custom_kernel(a, fxn=functools.partial(custom_add_one, arch=Device[Device.DEFAULT].renderer.arch))[0]
ei = a.schedule()[-1].lower()
self.assertEqual(ei.prg.estimates.ops, a.numel())
self.assertEqual(ei.prg.estimates.mem, a.nbytes()*2)
ei.run()
self.assertTrue((a.numpy() == 2.).all())
def test_variable(self):
b = Tensor.full((16, 16), 1, dtype=dtypes.uint32).contiguous().realize()
a = Tensor.zeros_like(b).contiguous().realize()
a = Tensor.custom_kernel(a, b, fxn=functools.partial(custom_add_var, arch=Device[Device.DEFAULT].renderer.arch))[0]
ei = a.schedule()[-1].lower()
for i in range(4):
ei.run({"var":i})
self.assertTrue((a.numpy() == 1+i).all())
if __name__ == "__main__":
unittest.main()
+170
View File
@@ -0,0 +1,170 @@
import unittest
from extra.assembly.amd.dsl import *
from extra.assembly.amd.dsl import VDSTYField
from extra.assembly.amd.autogen.rdna3.enum import VOP1Op, VOP2Op
from extra.assembly.amd.autogen.rdna3.ins import VOP1
class TestRegisters(unittest.TestCase):
def test_vgpr_single(self):
self.assertEqual(repr(v[5]), "v[5]")
self.assertEqual(v[5].offset, 261) # 256 + 5
self.assertEqual(v[5].sz, 1)
def test_sgpr_single(self):
self.assertEqual(repr(s[10]), "s[10]")
self.assertEqual(s[10].offset, 10)
def test_vgpr_range(self):
self.assertEqual(repr(v[0:3]), "v[0:3]")
self.assertEqual(v[0:3].offset, 256)
self.assertEqual(v[0:3].sz, 4)
def test_sgpr_range(self):
self.assertEqual(repr(s[4:5]), "s[4:5]")
self.assertEqual(s[4:5].sz, 2)
def test_ttmp_reslice(self):
# ttmp is src[108:123], so ttmp[0] should be src[108]
self.assertEqual(ttmp[0].offset, 108)
self.assertEqual(ttmp[1].offset, 109)
# ttmp[0:1] is 2 elements (inclusive slicing)
self.assertEqual(ttmp[0:1].offset, 108)
self.assertEqual(ttmp[0:1].sz, 2)
# ttmp[0:1][0] should be src[108]
self.assertEqual(ttmp[0:1][0].offset, 108)
def test_special_regs(self):
self.assertEqual(NULL.offset, 124)
self.assertEqual(M0.offset, 125)
self.assertEqual(EXEC_LO.offset, 126)
self.assertEqual(EXEC_HI.offset, 127)
# Check repr round-trips
self.assertEqual(repr(NULL), "NULL")
self.assertEqual(repr(M0), "M0")
self.assertEqual(repr(EXEC_LO), "EXEC_LO")
self.assertEqual(repr(EXEC), "EXEC")
def test_vcc(self):
self.assertEqual(VCC.offset, 106)
self.assertEqual(VCC.sz, 2)
self.assertEqual(VCC_LO.offset, 106)
self.assertEqual(VCC_HI.offset, 107)
# Check repr round-trips
self.assertEqual(repr(VCC_LO), "VCC_LO")
self.assertEqual(repr(VCC_HI), "VCC_HI")
self.assertEqual(repr(VCC), "VCC")
def test_float_constants(self):
self.assertEqual(src[240].offset, 240)
self.assertEqual(repr(src[240]), "0.5")
self.assertEqual(repr(src[242]), "1.0")
self.assertEqual(repr(src[243]), "-1.0")
def test_int_constants(self):
self.assertEqual(repr(src[128]), "0")
self.assertEqual(repr(src[129]), "1")
self.assertEqual(repr(src[192]), "64")
self.assertEqual(repr(src[193]), "-1")
self.assertEqual(repr(src[208]), "-16")
class TestEnumBitField(unittest.TestCase):
def test_enum_name(self):
self.assertEqual(VOP1Op.V_MOV_B32_E32.name, "V_MOV_B32_E32")
def test_enum_value(self):
self.assertEqual(VOP1Op.V_MOV_B32_E32.value, 1)
def test_enum_comparison(self):
self.assertEqual(VOP1Op.V_MOV_B32_E32, VOP1Op.V_MOV_B32_E32)
self.assertNotEqual(VOP1Op.V_NOP_E32, VOP1Op.V_MOV_B32_E32)
def test_enum_different_types(self):
# VOP1Op and VOP2Op are different enums, even if same value
self.assertNotEqual(VOP1Op.V_MOV_B32_E32, VOP2Op.V_CNDMASK_B32_E32)
def test_wrong_enum_type_raises(self):
# Passing VOP2Op to VOP1 should raise
with self.assertRaises(RuntimeError):
VOP1(VOP2Op.V_CNDMASK_B32_E32, v[5], v[6])
class TestVOP1(unittest.TestCase):
def test_class_setup(self):
self.assertEqual(VOP1._size(), 4)
field_names = [n for n, _ in VOP1._fields]
self.assertIn('encoding', field_names)
self.assertIn('op', field_names)
self.assertIn('vdst', field_names)
self.assertIn('src0', field_names)
def test_encoding_vgpr_vgpr(self):
i = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
raw = i._raw
# Check each field
self.assertEqual((raw >> 25) & 0x7f, 0b0111111) # encoding
self.assertEqual((raw >> 17) & 0xff, 5) # vdst (just VGPR index)
self.assertEqual((raw >> 9) & 0xff, 1) # op
self.assertEqual(raw & 0x1ff, 262) # src0 (256 + 6)
def test_encoding_vgpr_sgpr(self):
i = VOP1(VOP1Op.V_MOV_B32_E32, v[5], s[10])
raw = i._raw
self.assertEqual((raw >> 17) & 0xff, 5) # vdst (just VGPR index)
self.assertEqual(raw & 0x1ff, 10) # src0 (SGPR encoded)
def test_to_bytes(self):
i = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
b = i.to_bytes()
self.assertEqual(len(b), 4)
self.assertEqual(int.from_bytes(b, 'little'), i._raw)
def test_from_bytes(self):
i1 = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
i2 = VOP1.from_bytes(i1.to_bytes())
self.assertEqual(i1._raw, i2._raw)
def test_repr(self):
i = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
self.assertEqual(repr(i), "v_mov_b32_e32(v[5], v[6])")
def test_repr_sgpr_src(self):
i = VOP1(VOP1Op.V_MOV_B32_E32, v[5], s[10])
self.assertEqual(repr(i), "v_mov_b32_e32(v[5], s[10])")
def test_kwargs(self):
i1 = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
i2 = VOP1(op=VOP1Op.V_MOV_B32_E32, vdst=v[5], src0=v[6])
self.assertEqual(i1._raw, i2._raw)
def test_kwargs_partial(self):
i1 = VOP1(VOP1Op.V_MOV_B32_E32, v[5], v[6])
i2 = VOP1(VOP1Op.V_MOV_B32_E32, src0=v[6], vdst=v[5])
self.assertEqual(i1._raw, i2._raw)
class TestVDSTYField(unittest.TestCase):
def test_encode_even_vgpr(self):
f = VDSTYField(6, 0) # 7-bit field
self.assertEqual(f.encode(v[0]), 0)
self.assertEqual(f.encode(v[2]), 1)
self.assertEqual(f.encode(v[4]), 2)
self.assertEqual(f.encode(v[254]), 127)
def test_encode_non_vgpr_raises(self):
f = VDSTYField(6, 0)
with self.assertRaises(ValueError) as ctx:
f.encode(s[0])
self.assertIn("VGPR", str(ctx.exception))
def test_encode_non_reg_raises(self):
f = VDSTYField(6, 0)
with self.assertRaises(TypeError) as ctx:
f.encode(42)
self.assertIn("Reg", str(ctx.exception))
def test_decode_returns_raw(self):
f = VDSTYField(6, 0)
# decode returns raw value, actual vdsty computed with vdstx context
self.assertEqual(f.decode(0), 0)
self.assertEqual(f.decode(127), 127)
if __name__ == "__main__":
unittest.main()
+332
View File
@@ -0,0 +1,332 @@
"""Tests for the pcode parser."""
import unittest
from collections import defaultdict
from tinygrad.helpers import DEBUG
from tinygrad.dtype import dtypes
from tinygrad.uop.ops import UOp, Ops
from extra.assembly.amd.emu import parse_pcode
from extra.assembly.amd.pcode import parse_expr
from extra.assembly.amd.autogen.rdna3.str_pcode import PCODE
from extra.assembly.amd.autogen.rdna3.enum import VOP1Op, VOP2Op, VOP3Op, SOP1Op, SOP2Op, DSOp
def _srcs():
"""Create minimal source variables for pcode parsing."""
u32 = lambda v=0: UOp.const(dtypes.uint32, v)
return {'S0': u32(), 'S1': u32(), 'S2': u32(), 'SCC': u32(), 'VCC': UOp.const(dtypes.uint64, 0), 'laneId': u32()}
class TestBasicParsing(unittest.TestCase):
"""Test basic pcode parsing for common instruction patterns."""
def test_v_add_f32(self):
"""Test parsing V_ADD_F32 pcode."""
_, assigns = parse_pcode(PCODE[VOP2Op.V_ADD_F32_E32], _srcs())
self.assertEqual(len(assigns), 1)
dest, _ = assigns[0]
self.assertTrue(dest.startswith('D0'))
def test_v_lshlrev_b32(self):
"""Test parsing V_LSHLREV_B32 pcode."""
_, assigns = parse_pcode(PCODE[VOP2Op.V_LSHLREV_B32_E32], _srcs())
self.assertEqual(len(assigns), 1)
def test_s_cselect_b32(self):
"""Test parsing S_CSELECT_B32 pcode with ternary."""
_, assigns = parse_pcode(PCODE[SOP2Op.S_CSELECT_B32], _srcs())
self.assertEqual(len(assigns), 1)
def test_v_add_co_ci_u32(self):
"""Test parsing V_ADD_CO_CI_U32 with carry."""
_, assigns = parse_pcode(PCODE[VOP2Op.V_ADD_CO_CI_U32_E32], _srcs())
self.assertGreaterEqual(len(assigns), 1)
class TestWithSources(unittest.TestCase):
"""Test pcode parsing with actual source operand values."""
def test_v_add_f32_with_sources(self):
"""Test V_ADD_F32 with actual float constants."""
s0 = UOp.const(dtypes.uint32, 0x3f800000) # 1.0f
s1 = UOp.const(dtypes.uint32, 0x40000000) # 2.0f
_, assigns = parse_pcode(PCODE[VOP2Op.V_ADD_F32_E32], {'S0': s0, 'S1': s1})
self.assertEqual(len(assigns), 1)
dest, val = assigns[0]
self.assertTrue(dest.startswith('D0'))
# Result should be an ADD operation
self.assertEqual(val.op, Ops.ADD)
def test_v_mul_f32_with_sources(self):
"""Test V_MUL_F32 with actual float constants."""
s0 = UOp.const(dtypes.uint32, 0x40000000) # 2.0f
s1 = UOp.const(dtypes.uint32, 0x40400000) # 3.0f
_, assigns = parse_pcode(PCODE[VOP2Op.V_MUL_F32_E32], {'S0': s0, 'S1': s1})
self.assertEqual(len(assigns), 1)
dest, val = assigns[0]
self.assertEqual(val.op, Ops.MUL)
class TestParseExpr(unittest.TestCase):
"""Test the parse_expr function directly."""
def test_integer_literals(self):
"""Test parsing integer literals."""
self.assertEqual(parse_expr('0', {}).arg, 0)
self.assertEqual(parse_expr('42', {}).arg, 42)
self.assertEqual(parse_expr('42U', {}).arg, 42)
def test_negative_integers(self):
"""Test parsing negative integer literals."""
result = parse_expr('-1', {})
self.assertEqual(result.arg, -1)
self.assertEqual(result.dtype, dtypes.int)
def test_float_literals(self):
"""Test parsing float literals."""
result = parse_expr('1.0F', {})
self.assertEqual(result.arg, 1.0)
self.assertEqual(result.dtype, dtypes.float32)
def test_hex_literals(self):
"""Test parsing hex literals."""
result = parse_expr('0xFF', {})
self.assertEqual(result.arg, 255)
def test_variable_lookup(self):
"""Test variable lookup in parse_expr."""
vars = {'x': UOp.const(dtypes.uint32, 42)}
result = parse_expr('x', vars)
self.assertEqual(result.arg, 42)
def test_binary_ops(self):
"""Test parsing binary operations."""
vars = {'a': UOp.const(dtypes.uint32, 10), 'b': UOp.const(dtypes.uint32, 5)}
# Addition
result = parse_expr('a + b', vars)
self.assertEqual(result.op, Ops.ADD)
# Subtraction with constant folding
result = parse_expr('10 - 5', {})
self.assertEqual(result.op, Ops.CONST)
self.assertEqual(result.arg, 5)
def test_ternary(self):
"""Test parsing ternary expressions."""
vars = {'cond': UOp.const(dtypes.bool, True), 'a': UOp.const(dtypes.uint32, 1), 'b': UOp.const(dtypes.uint32, 0)}
result = parse_expr('cond ? a : b', vars)
self.assertEqual(result.op, Ops.WHERE)
class TestForLoopParsing(unittest.TestCase):
"""Test for loop parsing (CLZ/CTZ patterns)."""
def test_clz_pcode_exists(self):
"""Verify CLZ pcode is available."""
pcode = PCODE.get(VOP1Op.V_CLZ_I32_U32_E32)
self.assertIsNotNone(pcode)
self.assertIn('for', pcode.lower())
def test_clz_parsing(self):
"""Test CLZ pcode parsing produces correct structure."""
pcode = PCODE[VOP1Op.V_CLZ_I32_U32_E32]
S0 = UOp.const(dtypes.uint32, 0xFFFFFFFF) # All ones - CLZ should be 0
vars, assigns = parse_pcode(pcode, {'S0': S0})
self.assertEqual(len(assigns), 1)
dest, val = assigns[0]
self.assertTrue(dest.startswith('D0'))
# Result should be a nested WHERE structure
self.assertEqual(val.op, Ops.WHERE)
def test_clz_with_zero(self):
"""Test CLZ with input 0 - should return -1."""
pcode = PCODE[VOP1Op.V_CLZ_I32_U32_E32]
S0 = UOp.const(dtypes.uint32, 0)
vars, assigns = parse_pcode(pcode, {'S0': S0})
# Check that the innermost value (default) is -1 (may be wrapped in CAST)
val = assigns[0][1]
# Traverse to innermost WHERE
while val.op == Ops.WHERE:
val = val.src[2] # false branch
# Unwrap CAST if present
while val.op == Ops.CAST:
val = val.src[0]
self.assertEqual(val.arg, -1)
def test_ctz_parsing(self):
"""Test CTZ pcode parsing."""
pcode = PCODE.get(VOP1Op.V_CTZ_I32_B32_E32)
if pcode is None:
self.skipTest("V_CTZ_I32_B32_E32 pcode not available")
S0 = UOp.const(dtypes.uint32, 1) # LSB set - CTZ should be 0
vars, assigns = parse_pcode(pcode, {'S0': S0})
self.assertEqual(len(assigns), 1)
class TestDSPcodePatterns(unittest.TestCase):
"""Test DS instruction pcode patterns."""
def test_ds_load_b32_pcode(self):
"""Test DS_LOAD_B32 pcode is parseable."""
pcode = PCODE.get(DSOp.DS_LOAD_B32)
self.assertIsNotNone(pcode)
self.assertIn('RETURN_DATA', pcode)
self.assertIn('MEM[', pcode)
def test_ds_store_b32_pcode(self):
"""Test DS_STORE_B32 pcode is parseable."""
pcode = PCODE.get(DSOp.DS_STORE_B32)
self.assertIsNotNone(pcode)
self.assertIn('MEM[', pcode)
self.assertIn('DATA', pcode)
def test_mem_read_parsing(self):
"""Test MEM[addr].type read expression parsing."""
# Create a mock LDS buffer
lds = UOp(Ops.PARAM, dtypes.uint32.ptr(16384), arg=3)
addr = UOp.const(dtypes.uint32, 0)
vars = {'_lds': lds, 'ADDR': addr, 'OFFSET': UOp.const(dtypes.uint32, 0)}
result = parse_expr('MEM[ADDR + OFFSET].b32', vars)
# Should be an INDEX operation into LDS
self.assertIsNotNone(result)
def test_ds_store_2addr_b32_parsing(self):
"""Test DS_STORE_2ADDR_B32 pcode parsing produces MEM writes."""
pcode = PCODE.get(DSOp.DS_STORE_2ADDR_B32)
self.assertIsNotNone(pcode)
srcs = {
'ADDR': UOp.const(dtypes.uint32, 0),
'OFFSET0': UOp.const(dtypes.uint32, 0),
'OFFSET1': UOp.const(dtypes.uint32, 1),
'DATA': UOp.const(dtypes.uint32, 0xAAAAAAAA),
'DATA2': UOp.const(dtypes.uint32, 0xBBBBBBBB),
}
srcs['laneId'] = UOp.const(dtypes.uint32, 0)
_, assigns = parse_pcode(pcode, srcs)
# Should have 2 MEM write assignments
self.assertEqual(len(assigns), 2)
for dest, val in assigns:
self.assertTrue(dest.startswith('MEM['))
# val should be (addr, write_val) tuple
self.assertIsInstance(val, tuple)
self.assertEqual(len(val), 2)
def test_ds_load_2addr_b32_parsing(self):
"""Test DS_LOAD_2ADDR_B32 pcode parsing produces RETURN_DATA assignments."""
pcode = PCODE.get(DSOp.DS_LOAD_2ADDR_B32)
self.assertIsNotNone(pcode)
lds = UOp(Ops.PARAM, dtypes.uint32.ptr(16384), arg=3)
srcs = {
'ADDR': UOp.const(dtypes.uint32, 0),
'OFFSET0': UOp.const(dtypes.uint32, 0),
'OFFSET1': UOp.const(dtypes.uint32, 1),
'_lds': lds,
}
srcs['laneId'] = UOp.const(dtypes.uint32, 0)
_, assigns = parse_pcode(pcode, srcs)
# Should have 2 RETURN_DATA assignments
self.assertEqual(len(assigns), 2)
self.assertEqual(assigns[0][0], 'RETURN_DATA[31:0]')
self.assertEqual(assigns[1][0], 'RETURN_DATA[63:32]')
def test_ds_store_address_calculation(self):
"""Test DS_STORE_2ADDR_B32 calculates correct addresses (offset * 4)."""
pcode = PCODE.get(DSOp.DS_STORE_2ADDR_B32)
srcs = {
'ADDR': UOp.const(dtypes.uint32, 100),
'OFFSET0': UOp.const(dtypes.uint32, 2),
'OFFSET1': UOp.const(dtypes.uint32, 5),
'DATA': UOp.const(dtypes.uint32, 0xAAAAAAAA),
'DATA2': UOp.const(dtypes.uint32, 0xBBBBBBBB),
}
srcs['laneId'] = UOp.const(dtypes.uint32, 0)
_, assigns = parse_pcode(pcode, srcs)
# Check addresses: 100 + 2*4 = 108, 100 + 5*4 = 120
addr0, _ = assigns[0][1]
addr1, _ = assigns[1][1]
self.assertEqual(addr0.simplify().arg, 108)
self.assertEqual(addr1.simplify().arg, 120)
def test_ds_store_data_values(self):
"""Test DS_STORE_2ADDR_B32 uses correct data values."""
pcode = PCODE.get(DSOp.DS_STORE_2ADDR_B32)
srcs = {
'ADDR': UOp.const(dtypes.uint32, 0),
'OFFSET0': UOp.const(dtypes.uint32, 0),
'OFFSET1': UOp.const(dtypes.uint32, 1),
'DATA': UOp.const(dtypes.uint32, 0xAAAAAAAA),
'DATA2': UOp.const(dtypes.uint32, 0xBBBBBBBB),
}
srcs['laneId'] = UOp.const(dtypes.uint32, 0)
_, assigns = parse_pcode(pcode, srcs)
_, val0 = assigns[0][1]
_, val1 = assigns[1][1]
# DATA[31:0] should preserve the value
self.assertEqual(val0.simplify().arg, 0xAAAAAAAA)
self.assertEqual(val1.simplify().arg, 0xBBBBBBBB)
class TestConditionalParsing(unittest.TestCase):
"""Test conditional (if/elsif/else) pcode parsing."""
def test_ternary_in_assignment(self):
"""Test parsing ternary expression (which becomes WHERE)."""
# S_CSELECT_B32: D0.u32 = SCC ? S0.u32 : S1.u32
pcode = PCODE[SOP2Op.S_CSELECT_B32]
s0 = UOp.const(dtypes.uint32, 10)
s1 = UOp.const(dtypes.uint32, 20)
scc = UOp.const(dtypes.uint32, 1)
vars, assigns = parse_pcode(pcode, {'S0': s0, 'S1': s1, 'SCC': scc})
self.assertEqual(len(assigns), 1)
dest, val = assigns[0]
self.assertTrue(dest.startswith('D0'))
# Result should be a WHERE (ternary becomes WHERE)
self.assertEqual(val.op, Ops.WHERE)
class TestAllPcode(unittest.TestCase):
"""Test that all pcode from all architectures can be parsed."""
def _make_srcs(self):
"""Create dummy source variables for pcode parsing."""
u32, u64 = lambda v=0: UOp.const(dtypes.uint32, v), lambda v=0: UOp.const(dtypes.uint64, v)
lds = UOp(Ops.PARAM, dtypes.uint32.ptr(16384), arg=3)
return {'laneId': u32(), 'laneID': u32(), 'S0': u32(), 'S1': u32(), 'S2': u32(), 'S3': u32(), 'SRC0': u32(),
'D0': u32(), 'D1': u32(), 'DST': u32(), 'VDST': u32(), 'SDST': u32(),
'VCC': u64(), 'VCCZ': u32(), 'EXEC': u64(), 'EXEC_LO': u32(), 'EXECZ': u32(), 'SCC': u32(),
'SIMM16': u32(), 'SIMM32': u32(), 'OFFSET': u32(), 'OFFSET0': u32(), 'OFFSET1': u32(), 'offset1': u32(),
'ADDR': u32(), 'ADDR_BASE': u32(), 'TADDR': u32(), 'DATA': u32(), 'DATA0': u32(), 'DATA1': u32(), 'DATA2': u32(),
'VDATA': u32(), 'VDATA0': u32(), 'VDATA1': u32(), 'VDATA2': u32(), 'VDATA3': u32(),
'OPSEL': u32(), 'OPSEL_HI': u32(), 'NEG': u32(), 'NEG_HI': u32(), 'CLAMP': u32(),
'M0': u32(), 'PC': u64(), 'DENORM': u32(1), 'ROUND_MODE': u32(), 'ROUND_TOWARD_ZERO': u32(), 'ROUND_NEAREST_EVEN': u32(), 'WAVE_STATUS': u32(),
'MAX_FLOAT_F32': u32(0x7f7fffff), 'Unsigned': u32(1), 'clampedLOD': u32(),
'_lds': lds, '_vmem': lds, '_active': UOp.const(dtypes.bool, True)}
def _parse_all_pcode(self, pcode_dict, arch: str, min_pct: float):
"""Parse all pcode. RuntimeError = parser limitation (ok), other exceptions = real bugs."""
srcs = self._make_srcs()
passed, skipped, errors = 0, 0, defaultdict(list)
for op, pcode in pcode_dict.items():
try:
parse_pcode(pcode, srcs)
passed += 1
except RuntimeError as e: skipped += 1; errors[str(e)].append(op.name)
except Exception as e: self.fail(f"[{arch}] {op.name}: {e}\nPcode: {pcode[:200]}")
total = len(pcode_dict)
pct = 100 * passed / total
print(f"{arch}: {passed}/{total} ({pct:.1f}%) parsed, {skipped} skipped")
if DEBUG >= 2:
for err, ops in sorted(errors.items(), key=lambda x: -len(x[1])):
print(f" {err}: {', '.join(ops[:5])}{'...' if len(ops) > 5 else ''} ({len(ops)})")
self.assertGreaterEqual(pct, min_pct, f"[{arch}] {pct:.1f}% < {min_pct}% threshold")
def test_parse_all_cdna_pcode(self):
from extra.assembly.amd.autogen.cdna.str_pcode import PCODE as CDNA_PCODE
self._parse_all_pcode(CDNA_PCODE, "CDNA", min_pct=60)
def test_parse_all_rdna3_pcode(self):
from extra.assembly.amd.autogen.rdna3.str_pcode import PCODE as RDNA3_PCODE
self._parse_all_pcode(RDNA3_PCODE, "RDNA3", min_pct=90)
def test_parse_all_rdna4_pcode(self):
from extra.assembly.amd.autogen.rdna4.str_pcode import PCODE as RDNA4_PCODE
self._parse_all_pcode(RDNA4_PCODE, "RDNA4", min_pct=65)
if __name__ == "__main__":
unittest.main()
+23 -201
View File
@@ -1,176 +1,13 @@
#!/usr/bin/env python3
"""Test MUBUF, MTBUF, MIMG, EXP, DS formats against LLVM."""
"""Test DS and other compute-relevant instruction formats.
Note: Graphics-only formats (EXP, MUBUF, MTBUF, MIMG) are not supported - use GLOBAL/FLAT for memory access in compute.
"""
import unittest
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import encode_src, RawImm
from extra.assembly.amd.asm import detect_format
class TestMUBUF(unittest.TestCase):
"""Test MUBUF (buffer) instructions."""
def test_buffer_load_b32_basic(self):
# buffer_load_b32 v5, off, s[8:11], s3 offset:4095
# GFX11: encoding: [0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_load_b32_idxen(self):
# buffer_load_b32 v5, v0, s[8:11], s3 idxen offset:4095
# GFX11: encoding: [0xff,0x0f,0x50,0xe0,0x00,0x05,0x82,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, idxen=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x50,0xe0,0x00,0x05,0x82,0x03]))
def test_buffer_load_b32_offen(self):
# buffer_load_b32 v5, v0, s[8:11], s3 offen offset:4095
# GFX11: encoding: [0xff,0x0f,0x50,0xe0,0x00,0x05,0x42,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, offen=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x50,0xe0,0x00,0x05,0x42,0x03]))
def test_buffer_load_b32_glc(self):
# buffer_load_b32 v5, off, s[8:11], s3 offset:4095 glc
# GFX11: encoding: [0xff,0x4f,0x50,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, glc=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x4f,0x50,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_load_b32_slc(self):
# buffer_load_b32 v5, off, s[8:11], s3 offset:4095 slc
# GFX11: encoding: [0xff,0x1f,0x50,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, slc=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x1f,0x50,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_load_b32_dlc(self):
# buffer_load_b32 v5, off, s[8:11], s3 offset:4095 dlc
# GFX11: encoding: [0xff,0x2f,0x50,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, dlc=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x2f,0x50,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_load_b32_all_flags(self):
# buffer_load_b32 v5, off, s[8:11], s3 offset:4095 glc slc dlc
# GFX11: encoding: [0xff,0x7f,0x50,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, glc=1, slc=1, dlc=1)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x7f,0x50,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_store_b32(self):
# buffer_store_b32 v1, off, s[12:15], s4 offset:4095
# GFX11: encoding: [0xff,0x0f,0x68,0xe0,0x00,0x01,0x03,0x04]
inst = buffer_store_b32(vdata=v[1], vaddr=v[0], srsrc=s[12:16], soffset=s[4], offset=4095)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x68,0xe0,0x00,0x01,0x03,0x04]))
def test_buffer_load_b64(self):
# buffer_load_b64 v[5:6], off, s[8:11], s3 offset:4095
# GFX11: encoding: [0xff,0x0f,0x54,0xe0,0x00,0x05,0x02,0x03]
inst = buffer_load_b64(vdata=v[5:7], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x54,0xe0,0x00,0x05,0x02,0x03]))
def test_buffer_load_soffset_m0(self):
# buffer_load_b32 v5, off, s[8:11], m0 offset:4095
# GFX11: encoding: [0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x7d]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=M0, offset=4095)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x7d]))
def test_buffer_load_soffset_inline_const(self):
# buffer_load_b32 v5, off, s[8:11], 0 offset:4095
# GFX11: encoding: [0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x80]
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=0, offset=4095)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0x50,0xe0,0x00,0x05,0x02,0x80]))
def test_buffer_disasm_roundtrip(self):
inst = buffer_load_b32(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, glc=1)
decoded = MUBUF.from_bytes(inst.to_bytes())
self.assertEqual(decoded.to_bytes(), inst.to_bytes())
class TestMTBUF(unittest.TestCase):
"""Test MTBUF (typed buffer) instructions."""
def test_tbuffer_load_format_x(self):
# tbuffer_load_format_x v5, off, s[8:11], s3 format:[BUF_FMT_32_FLOAT] offset:4095
# BUF_FMT_32_FLOAT = 22
# GFX11: encoding: [0xff,0x0f,0xb0,0xe8,0x00,0x05,0x02,0x03]
inst = tbuffer_load_format_x(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, format=22)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0xb0,0xe8,0x00,0x05,0x02,0x03]))
def test_tbuffer_store_format_x(self):
# tbuffer_store_format_x v5, off, s[8:11], s3 format:[BUF_FMT_32_FLOAT] offset:4095
# BUF_FMT_32_FLOAT = 22
# GFX11: encoding: [0xff,0x0f,0xb2,0xe8,0x00,0x05,0x02,0x03]
inst = tbuffer_store_format_x(vdata=v[5], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, format=22)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x0f,0xb2,0xe8,0x00,0x05,0x02,0x03]))
def test_tbuffer_load_format_xy(self):
# tbuffer_load_format_xy v[5:6], off, s[8:11], s3 format:[BUF_FMT_32_32_FLOAT] offset:4095
# BUF_FMT_32_32_FLOAT = 50
# GFX11: encoding: [0xff,0x8f,0x90,0xe9,0x00,0x05,0x02,0x03]
inst = tbuffer_load_format_xy(vdata=v[5:7], vaddr=v[0], srsrc=s[8:12], soffset=s[3], offset=4095, format=50)
self.assertEqual(inst.to_bytes(), bytes([0xff,0x8f,0x90,0xe9,0x00,0x05,0x02,0x03]))
class TestMIMG(unittest.TestCase):
"""Test MIMG (image) instructions."""
def test_image_load_2d(self):
# image_load v[0:3], v[4:5], s[0:7] dmask:0xf dim:SQ_RSRC_IMG_2D
# GFX11: encoding: [0x04,0x0f,0x00,0xf0,0x04,0x00,0x00,0x00]
inst = image_load(vdata=v[0:4], vaddr=v[4:6], srsrc=s[0:8], dmask=0xf, dim=1) # dim=1 is SQ_RSRC_IMG_2D
self.assertEqual(inst.to_bytes(), bytes([0x04,0x0f,0x00,0xf0,0x04,0x00,0x00,0x00]))
def test_image_store_2d(self):
# image_store v[0:3], v[4:5], s[0:7] dmask:0xf dim:SQ_RSRC_IMG_2D
# GFX11: encoding: [0x04,0x0f,0x18,0xf0,0x04,0x00,0x00,0x00]
inst = image_store(vdata=v[0:4], vaddr=v[4:6], srsrc=s[0:8], dmask=0xf, dim=1)
self.assertEqual(inst.to_bytes(), bytes([0x04,0x0f,0x18,0xf0,0x04,0x00,0x00,0x00]))
def test_image_load_1d(self):
# image_load v[0:3], v4, s[0:7] dmask:0xf dim:SQ_RSRC_IMG_1D
# GFX11: encoding: [0x00,0x0f,0x00,0xf0,0x04,0x00,0x00,0x00]
inst = image_load(vdata=v[0:4], vaddr=v[4], srsrc=s[0:8], dmask=0xf, dim=0) # dim=0 is SQ_RSRC_IMG_1D
self.assertEqual(inst.to_bytes(), bytes([0x00,0x0f,0x00,0xf0,0x04,0x00,0x00,0x00]))
def test_image_sample(self):
# image_sample v[0:3], v[4:5], s[0:7], s[8:11] dmask:0xf dim:SQ_RSRC_IMG_2D
# GFX11: encoding: [0x04,0x0f,0x6c,0xf0,0x04,0x00,0x00,0x08]
inst = image_sample(vdata=v[0:4], vaddr=v[4:6], srsrc=s[0:8], ssamp=s[8:12], dmask=0xf, dim=1)
self.assertEqual(inst.to_bytes(), bytes([0x04,0x0f,0x6c,0xf0,0x04,0x00,0x00,0x08]))
def test_image_load_d16(self):
# image_load v[0:1], v[4:5], s[0:7] dmask:0xf dim:SQ_RSRC_IMG_2D d16
# GFX11: encoding: [0x04,0x0f,0x02,0xf0,0x04,0x00,0x00,0x00]
inst = image_load(vdata=v[0:2], vaddr=v[4:6], srsrc=s[0:8], dmask=0xf, dim=1, d16=1)
self.assertEqual(inst.to_bytes(), bytes([0x04,0x0f,0x02,0xf0,0x04,0x00,0x00,0x00]))
class TestEXP(unittest.TestCase):
"""Test EXP (export) instructions."""
def test_exp_mrt0(self):
# exp mrt0 v0, v1, v2, v3
# GFX11: encoding: [0x0f,0x00,0x00,0xf8,0x00,0x01,0x02,0x03]
inst = EXP(en=0xf, target=0, vsrc0=v[0], vsrc1=v[1], vsrc2=v[2], vsrc3=v[3])
self.assertEqual(inst.to_bytes(), bytes([0x0f,0x00,0x00,0xf8,0x00,0x01,0x02,0x03]))
def test_exp_mrtz(self):
# exp mrtz v4, v3, v2, v1
# GFX11: encoding: [0x8f,0x00,0x00,0xf8,0x04,0x03,0x02,0x01]
inst = EXP(en=0xf, target=8, vsrc0=v[4], vsrc1=v[3], vsrc2=v[2], vsrc3=v[1])
self.assertEqual(inst.to_bytes(), bytes([0x8f,0x00,0x00,0xf8,0x04,0x03,0x02,0x01]))
def test_exp_mrtz_done(self):
# exp mrtz v4, v3, v2, v1 done
# GFX11: encoding: [0x8f,0x08,0x00,0xf8,0x04,0x03,0x02,0x01]
inst = EXP(en=0xf, target=8, vsrc0=v[4], vsrc1=v[3], vsrc2=v[2], vsrc3=v[3], done=1)
self.assertEqual(inst.to_bytes(), bytes([0x8f,0x08,0x00,0xf8,0x04,0x03,0x02,0x03]))
def test_exp_partial_mask(self):
# exp mrt0 v0, v1, off, off (en=0x3, only first two components)
# GFX11: encoding: [0x03,0x00,0x00,0xf8,0x00,0x01,0x00,0x00]
inst = EXP(en=0x3, target=0, vsrc0=v[0], vsrc1=v[1], vsrc2=v[0], vsrc3=v[0])
self.assertEqual(inst.to_bytes(), bytes([0x03,0x00,0x00,0xf8,0x00,0x01,0x00,0x00]))
def test_exp_row_en(self):
# exp mrtz v4, v3, v2, v1 row_en
# GFX11: encoding: [0x8f,0x20,0x00,0xf8,0x04,0x03,0x02,0x01]
inst = EXP(en=0xf, target=8, vsrc0=v[4], vsrc1=v[3], vsrc2=v[2], vsrc3=v[1], row=1)
self.assertEqual(inst.to_bytes(), bytes([0x8f,0x20,0x00,0xf8,0x04,0x03,0x02,0x01]))
from extra.assembly.amd.dsl import VCC_HI, EXEC_LO, NULL
OFF = NULL # OFF is alias for NULL
from extra.assembly.amd import detect_format
class TestDS(unittest.TestCase):
@@ -197,7 +34,7 @@ class TestDS(unittest.TestCase):
def test_ds_load_b64(self):
# ds_load_b64 v[0:1], v2
# GFX11: encoding: [0x00,0x00,0xd8,0xd9,0x02,0x00,0x00,0x00]
inst = ds_load_b64(vdst=v[0:2], addr=v[2])
inst = ds_load_b64(vdst=v[0:1], addr=v[2])
self.assertEqual(inst.to_bytes(), bytes([0x00,0x00,0xd8,0xd9,0x02,0x00,0x00,0x00]))
def test_ds_add_u32(self):
@@ -241,31 +78,31 @@ class TestFLAT(unittest.TestCase):
def test_global_load_b32(self):
# global_load_b32 v0, v[1:2], off (seg=2 for global)
# GFX11: encoding: [0x00,0x00,0x52,0xdc,0x01,0x00,0x7c,0x00]
inst = global_load_b32(vdst=v[0], addr=v[1:3], saddr=OFF)
inst = global_load_b32(vdst=v[0], addr=v[1:2], saddr=OFF)
self.assertEqual(inst.to_bytes(), bytes([0x00,0x00,0x52,0xdc,0x01,0x00,0x7c,0x00]))
def test_global_store_b32(self):
# global_store_b32 v[0:1], v2, off (seg=2 for global)
# GFX11: encoding: [0x00,0x00,0x6a,0xdc,0x00,0x02,0x7c,0x00]
inst = global_store_b32(addr=v[0:2], data=v[2], saddr=OFF)
inst = global_store_b32(addr=v[0:1], data=v[2], saddr=OFF)
self.assertEqual(inst.to_bytes(), bytes([0x00,0x00,0x6a,0xdc,0x00,0x02,0x7c,0x00]))
def test_global_load_b32_saddr(self):
# global_load_b32 v0, v1, s[0:1] (seg=2 for global)
# GFX11: encoding: [0x00,0x00,0x52,0xdc,0x01,0x00,0x00,0x00]
inst = global_load_b32(vdst=v[0], addr=v[1], saddr=s[0:2])
inst = global_load_b32(vdst=v[0], addr=v[1], saddr=s[0:1])
self.assertEqual(inst.to_bytes(), bytes([0x00,0x00,0x52,0xdc,0x01,0x00,0x00,0x00]))
def test_global_load_b32_offset(self):
# global_load_b32 v0, v[1:2], off offset:256 (seg=2 for global)
# GFX11: encoding: [0x00,0x01,0x52,0xdc,0x01,0x00,0x7c,0x00]
inst = global_load_b32(vdst=v[0], addr=v[1:3], saddr=OFF, offset=256)
inst = global_load_b32(vdst=v[0], addr=v[1:2], saddr=OFF, offset=256)
self.assertEqual(inst.to_bytes(), bytes([0x00,0x01,0x52,0xdc,0x01,0x00,0x7c,0x00]))
def test_global_load_b64(self):
# global_load_b64 v[0:1], v[2:3], off (seg=2 for global)
# GFX11: encoding: [0x00,0x00,0x56,0xdc,0x02,0x00,0x7c,0x00]
inst = global_load_b64(vdst=v[0:2], addr=v[2:4], saddr=OFF)
inst = global_load_b64(vdst=v[0:1], addr=v[2:3], saddr=OFF)
self.assertEqual(inst.to_bytes(), bytes([0x00,0x00,0x56,0xdc,0x02,0x00,0x7c,0x00]))
@@ -275,19 +112,19 @@ class TestSMEM(unittest.TestCase):
def test_smem_dlc_bit_position(self):
# s_load_b32 s5, s[2:3], s0 dlc - tests that DLC is at bit 13 (not bit 14)
# GFX11: encoding: [0x41,0x21,0x00,0xf4,0x00,0x00,0x00,0x00]
inst = s_load_b32(sdata=s[5], sbase=s[2], soffset=s[0], dlc=1)
inst = s_load_b32(sdata=s[5], sbase=s[2:3], soffset=s[0], dlc=1)
self.assertEqual(inst.to_bytes(), bytes([0x41,0x21,0x00,0xf4,0x00,0x00,0x00,0x00]))
def test_smem_glc_bit_position(self):
# s_load_b32 s5, s[2:3], s0 glc - tests that GLC is at bit 14 (not bit 16)
# GFX11: encoding: [0x41,0x41,0x00,0xf4,0x00,0x00,0x00,0x00]
inst = s_load_b32(sdata=s[5], sbase=s[2], soffset=s[0], glc=1)
inst = s_load_b32(sdata=s[5], sbase=s[2:3], soffset=s[0], glc=1)
self.assertEqual(inst.to_bytes(), bytes([0x41,0x41,0x00,0xf4,0x00,0x00,0x00,0x00]))
def test_smem_glc_dlc_combined(self):
# s_load_b32 s5, s[2:3], s0 glc dlc - tests both flags together
# GFX11: encoding: [0x41,0x61,0x00,0xf4,0x00,0x00,0x00,0x00]
inst = s_load_b32(sdata=s[5], sbase=s[2], soffset=s[0], glc=1, dlc=1)
inst = s_load_b32(sdata=s[5], sbase=s[2:3], soffset=s[0], glc=1, dlc=1)
self.assertEqual(inst.to_bytes(), bytes([0x41,0x61,0x00,0xf4,0x00,0x00,0x00,0x00]))
def test_smem_disasm_roundtrip_dlc(self):
@@ -309,23 +146,20 @@ class TestVOP3Literal(unittest.TestCase):
def test_vop3_with_literal(self):
# v_add3_u32 v5, vcc_hi, 0xaf123456, v255
# GFX11: encoding: [0x05,0x00,0x55,0xd6,0x6b,0xfe,0xfd,0x07,0x56,0x34,0x12,0xaf]
from extra.assembly.amd.dsl import RawImm
inst = VOP3(VOP3Op.V_ADD3_U32, vdst=v[5], src0=RawImm(107), src1=0xaf123456, src2=v[255])
inst = VOP3(VOP3Op.V_ADD3_U32, vdst=v[5], src0=VCC_HI, src1=0xaf123456, src2=v[255])
expected = bytes([0x05,0x00,0x55,0xd6,0x6b,0xfe,0xfd,0x07,0x56,0x34,0x12,0xaf])
self.assertEqual(inst.to_bytes(), expected)
def test_vop3_literal_null_operand(self):
# v_add3_u32 v5, null, exec_lo, 0xaf123456
# GFX11: encoding: [0x05,0x00,0x55,0xd6,0x7c,0xfc,0xfc,0x03,0x56,0x34,0x12,0xaf]
from extra.assembly.amd.dsl import RawImm
inst = VOP3(VOP3Op.V_ADD3_U32, vdst=v[5], src0=NULL, src1=RawImm(126), src2=0xaf123456)
inst = VOP3(VOP3Op.V_ADD3_U32, vdst=v[5], src0=NULL, src1=EXEC_LO, src2=0xaf123456)
expected = bytes([0x05,0x00,0x55,0xd6,0x7c,0xfc,0xfc,0x03,0x56,0x34,0x12,0xaf])
self.assertEqual(inst.to_bytes(), expected)
def test_vop3p_with_literal(self):
# Test VOP3P literal encoding (also uses Inst64)
from extra.assembly.amd.dsl import RawImm
inst = VOP3P(VOP3POp.V_PK_ADD_F16, vdst=v[5], src0=RawImm(240), src1=0x12345678, src2=v[0])
inst = VOP3P(VOP3POp.V_PK_ADD_F16, vdst=v[5], src0=0.5, src1=0x12345678, src2=v[0])
self.assertEqual(len(inst.to_bytes()), 12) # 8 bytes + 4 byte literal
@@ -371,28 +205,16 @@ class TestDetectFormat(unittest.TestCase):
self.assertEqual(detect_format(VOP3P(VOP3POp.V_PK_ADD_F16, v[0], v[1], v[2], v[3]).to_bytes()), VOP3P)
def test_detect_smem(self):
self.assertEqual(detect_format(s_load_b32(s[0], s[2:3], 0).to_bytes()), SMEM)
self.assertEqual(detect_format(s_load_b64(s[0:1], s[2:3], s[5]).to_bytes()), SMEM)
self.assertEqual(detect_format(s_load_b32(sdata=s[0], sbase=s[2:3], offset=0).to_bytes()), SMEM)
self.assertEqual(detect_format(s_load_b64(sdata=s[0:1], sbase=s[2:3], soffset=s[5]).to_bytes()), SMEM)
def test_detect_ds(self):
self.assertEqual(detect_format(ds_load_b32(v[0], v[1]).to_bytes()), DS)
self.assertEqual(detect_format(ds_store_b32(v[0], v[1]).to_bytes()), DS)
def test_detect_flat(self):
self.assertEqual(detect_format(global_load_b32(v[0], v[1:3], RawImm(124)).to_bytes()), FLAT)
self.assertEqual(detect_format(global_store_b32(v[0:2], v[2], RawImm(124)).to_bytes()), FLAT)
def test_detect_mubuf(self):
self.assertEqual(detect_format(buffer_load_b32(v[0], v[1], s[0:4], s[5]).to_bytes()), MUBUF)
def test_detect_mtbuf(self):
self.assertEqual(detect_format(tbuffer_load_format_x(v[0], v[1], s[0:4], s[5], format=22).to_bytes()), MTBUF)
def test_detect_mimg(self):
self.assertEqual(detect_format(image_load(v[0:4], v[4:6], s[0:8], dmask=0xf, dim=1).to_bytes()), MIMG)
def test_detect_exp(self):
self.assertEqual(detect_format(EXP(en=0xf, target=0, vsrc0=v[0], vsrc1=v[1], vsrc2=v[2], vsrc3=v[3]).to_bytes()), EXP)
self.assertEqual(detect_format(global_load_b32(vdst=v[0], addr=v[1:2], saddr=NULL).to_bytes()), GLOBAL)
self.assertEqual(detect_format(global_store_b32(addr=v[0:1], data=v[2], saddr=NULL).to_bytes()), GLOBAL)
def test_detect_vopd(self):
inst = VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_MOV_B32, vdstx=v[0], vdsty=v[1], srcx0=0, srcy0=0)
+23 -12
View File
@@ -4,32 +4,32 @@
import unittest, struct
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.dsl import Inst
from extra.assembly.amd.asm import asm
from extra.assembly.amd.test.test_roundtrip import compile_asm
class TestIntegration(unittest.TestCase):
class IntegrationTestBase(unittest.TestCase):
inst: Inst
arch: str
def tearDown(self):
if not hasattr(self, 'inst'): return
b = self.inst.to_bytes()
st = self.inst.disasm()
reasm = asm(st)
desc = f"{st:25s} {self.inst} {b!r} {reasm}"
self.assertEqual(b, compile_asm(st), desc)
# TODO: this compare should work for valid things
#self.assertEqual(self.inst, reasm)
self.assertEqual(repr(self.inst), repr(reasm))
# Test that the instruction can be compiled by LLVM and produces the same bytes
desc = f"{st:25s} {self.inst} {b!r}"
self.assertEqual(b, compile_asm(st, arch=self.arch), desc)
print(desc)
class TestIntegration(IntegrationTestBase):
arch: str = "rdna3"
def test_wmma(self):
self.inst = v_wmma_f32_16x16x16_f16(v[0:7], v[189:192], v[140:143], v[0:7])
self.inst = v_wmma_f32_16x16x16_f16(v[0:7], v[184:191], v[136:143], v[0:7])
def test_load_b128(self):
self.inst = s_load_b128(s[4:7], s[0:1], NULL, 0)
def test_load_b128_wrong_size(self):
# this should have to be 4 regs on the loaded to
with self.assertRaises(Exception):
with self.assertRaises(TypeError):
self.inst = s_load_b128(s[4:6], s[0:1], NULL, 0)
def test_mov_b32(self):
@@ -128,6 +128,17 @@ class TestIntegration(unittest.TestCase):
int_inst = s_mov_b32(s[0], struct.unpack("I", struct.pack("f", 1337.0))[0])
self.assertEqual(self.inst, int_inst)
class TestIntegrationCDNA(IntegrationTestBase):
arch = "cdna"
def test_mfma(self):
from extra.assembly.amd.autogen.cdna.ins import v_mfma_f32_16x16x16_f16
self.inst = v_mfma_f32_16x16x16_f16(v[0:3], v[0:1], v[0:1], 0)
def test_mfma_fp8(self):
from extra.assembly.amd.autogen.cdna.ins import v_mfma_f32_16x16x128_f8f6f4
self.inst = v_mfma_f32_16x16x128_f8f6f4(v[0:3], v[0:5], v[0:5], 1, cbsz=2, blgp=2)
class TestRegisterSliceSyntax(unittest.TestCase):
"""
Issue: Register slice syntax should use AMD assembly convention (inclusive end).
@@ -143,7 +154,7 @@ class TestRegisterSliceSyntax(unittest.TestCase):
def test_register_slice_count(self):
# s[4:7] should give 4 registers: s4, s5, s6, s7 (AMD convention, inclusive)
reg = s[4:7]
self.assertEqual(reg.count, 4, "s[4:7] should give 4 registers (s4, s5, s6, s7)")
self.assertEqual(reg.sz, 4, "s[4:7] should give 4 registers (s4, s5, s6, s7)")
def test_register_slice_roundtrip(self):
# Round-trip: DSL -> disasm -> DSL should preserve register count
@@ -154,7 +165,7 @@ class TestRegisterSliceSyntax(unittest.TestCase):
self.assertIn("s[4:7]", disasm)
# And s[4:7] in DSL should give the same 4 registers
reg_from_disasm = s[4:7]
self.assertEqual(reg_from_disasm.count, 4, "s[4:7] from disasm should give 4 registers")
self.assertEqual(reg_from_disasm.sz, 4, "s[4:7] from disasm should give 4 registers")
class TestInstructionEquality(unittest.TestCase):
"""
+9 -81
View File
@@ -1,9 +1,10 @@
#!/usr/bin/env python3
"""Integration test: round-trip RDNA3 assembly through AMD toolchain."""
import unittest, re, io, sys, subprocess
import unittest, io, sys
from extra.assembly.amd.autogen.rdna3.ins import *
from extra.assembly.amd.asm import waitcnt, asm
from extra.assembly.amd.test.helpers import get_llvm_mc
def waitcnt(vmcnt: int = 0x3f, expcnt: int = 0x7, lgkmcnt: int = 0x3f) -> int:
return (expcnt & 0x7) | ((lgkmcnt & 0x3f) << 4) | ((vmcnt & 0x3f) << 10)
def disassemble(lib: bytes, arch: str = "gfx1100") -> str:
"""Disassemble ELF binary using tinygrad's compiler, return raw output."""
@@ -40,7 +41,7 @@ def assemble_and_disassemble(instructions: list, arch: str = "gfx1100") -> list[
return parse_disassembly(disassemble(lib, arch))
class TestIntegration(unittest.TestCase):
"""Test our assembler output matches LLVM disassembly."""
"""Test our DSL output matches LLVM disassembly."""
def test_simple_sop1(self):
"""Test SOP1 instructions round-trip."""
@@ -90,9 +91,9 @@ class TestIntegration(unittest.TestCase):
def test_memory_ops(self):
"""Test memory instructions."""
instructions = [
s_load_b32(s[0], s[0:2], NULL),
s_load_b32(s[0], s[0:1], NULL),
s_waitcnt(simm16=waitcnt(lgkmcnt=0)),
global_store_b32(addr=v[0:2], data=v[2], saddr=OFF),
global_store_b32(addr=v[0:1], data=v[2], saddr=OFF),
s_endpgm(),
]
disasm = assemble_and_disassemble(instructions)
@@ -108,12 +109,12 @@ class TestIntegration(unittest.TestCase):
v_mov_b32_e32(v[0], s[0]), # base addr low
v_mov_b32_e32(v[1], s[1]), # base addr high
# Load value
global_load_b32(vdst=v[2], addr=v[0:2], saddr=OFF),
global_load_b32(vdst=v[2], addr=v[0:1], saddr=OFF),
s_waitcnt(simm16=waitcnt(vmcnt=0)),
# Add 1.0
v_add_f32_e32(v[2], 1.0, v[2]),
# Store result
global_store_b32(addr=v[0:2], data=v[2], saddr=OFF),
global_store_b32(addr=v[0:1], data=v[2], saddr=OFF),
s_endpgm(),
]
disasm = assemble_and_disassemble(instructions)
@@ -148,79 +149,6 @@ class TestIntegration(unittest.TestCase):
return
self.fail("Could not find s_mov_b32 in disassembly")
class TestAsm(unittest.TestCase):
"""Test asm() string parsing."""
def test_asm_basic(self):
"""Test basic instruction parsing."""
inst = asm('s_mov_b32 s0, s1')
self.assertEqual(inst.to_bytes(), s_mov_b32(s[0], s[1]).to_bytes())
def test_asm_with_immediates(self):
"""Test parsing with immediate values."""
inst = asm('s_add_u32 s0, s1, 10')
self.assertEqual(inst.to_bytes(), s_add_u32(s[0], s[1], 10).to_bytes())
def test_asm_float_const(self):
"""Test parsing float constants."""
inst = asm('v_mul_f32_e32 v0, 1.0, v1')
self.assertEqual(inst.to_bytes(), v_mul_f32_e32(v[0], 1.0, v[1]).to_bytes())
def test_asm_hex_immediate(self):
"""Test parsing hex immediates."""
inst = asm('s_waitcnt 0xfc07')
self.assertEqual(inst.to_bytes(), s_waitcnt(simm16=0xfc07).to_bytes())
def test_asm_special_regs(self):
"""Test parsing special registers."""
inst = asm('s_mov_b32 s0, vcc_lo')
self.assertEqual(inst.to_bytes(), s_mov_b32(s[0], VCC_LO).to_bytes())
def test_asm_register_range(self):
"""Test parsing register ranges."""
inst = asm('s_load_b128 s[4:7], s[0:1], null')
self.assertEqual(inst.to_bytes(), s_load_b128(s[4:7], s[0:1], NULL).to_bytes())
def test_asm_matches_llvm(self):
"""Test asm() output matches LLVM assembler."""
from tinygrad.runtime.support.compiler_amd import HIPCompiler
compiler = HIPCompiler('gfx1100')
def get_llvm_bytes(instr: str) -> bytes:
src = f'.text\n.globl test\n.p2align 8\n.type test,@function\ntest:\n{instr}\n'
lib = compiler.compile(src)
raw = disassemble(lib)
for line in raw.splitlines():
if instr.split()[0] in line and '//' in line:
hex_str = line.split('//')[1].strip().split(':')[1].strip()
return bytes.fromhex(hex_str)[::-1]
return b''
tests = ['s_mov_b32 s0, s1', 's_endpgm', 'v_add_f32_e32 v0, v1, v2']
for t in tests:
self.assertEqual(asm(t).to_bytes(), get_llvm_bytes(t), f"mismatch for: {t}")
def test_asm_vop3_modifiers(self):
"""Test asm() with VOP3 modifiers (neg, abs, clamp)."""
def get_llvm_encoding(instr: str) -> str:
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', '-mcpu=gfx1100', '-show-encoding'],
input=instr, capture_output=True, text=True)
if m := re.search(r'encoding:\s*\[(.*?)\]', result.stdout):
return m.group(1).replace('0x','').replace(',','').replace(' ','')
return ''
tests = [
'v_fma_f32 v0, -v1, v2, v3', # neg on src0
'v_fma_f32 v0, v1, |v2|, v3', # abs on src1
'v_fma_f32 v0, v1, v2, v3 clamp', # clamp
'v_fma_f32 v0, -v1, |v2|, v3 clamp', # all modifiers
'v_fma_f32 v0, -|v1|, v2, v3', # neg+abs on same operand
]
for t in tests:
our_hex = asm(t).to_bytes().hex()
llvm_hex = get_llvm_encoding(t)
self.assertEqual(our_hex, llvm_hex, f"mismatch for: {t}")
class TestTinygradIntegration(unittest.TestCase):
"""Test that we can parse disassembled tinygrad kernels."""
+104 -42
View File
@@ -1,36 +1,47 @@
#!/usr/bin/env python3
"""Test AMD assembler/disassembler against LLVM test vectors."""
"""Test AMD assembler/disassembler against LLVM test vectors.
Only compute-relevant instruction formats are tested. Graphics-only formats not supported:
- MUBUF/MTBUF: buffer instructions with resource descriptors (use GLOBAL/FLAT instead)
- MIMG: image/texture instructions
- EXP/VEXPORT: export instructions for pixel/vertex output
- VIMAGE/VSAMPLE: image sampling instructions (RDNA4)
- VBUFFER: buffer instructions (RDNA4)
"""
import unittest, re, subprocess, functools
from tinygrad.helpers import fetch
from extra.assembly.amd.asm import asm, disasm, detect_format
from extra.assembly.amd.test.helpers import get_llvm_mc
from extra.assembly.amd.disasm import disasm
from extra.assembly.amd import decode_inst, detect_format
from extra.assembly.amd.test.helpers import get_llvm_mc, get_target, get_mattr
LLVM_BASE = "https://raw.githubusercontent.com/llvm/llvm-project/llvmorg-21.1.0/llvm/test/MC/AMDGPU"
# RDNA3 (gfx11) test files for compute instructions
# Excluded: gfx11_asm_mubuf.s, gfx11_asm_mtbuf.s, gfx11_asm_mimg.s, gfx11_asm_mubuf_alias.s, gfx11_asm_mtbuf_alias.s (graphics-only)
RDNA_FILES = ['gfx11_asm_sop1.s', 'gfx11_asm_sop2.s', 'gfx11_asm_sopp.s', 'gfx11_asm_sopk.s', 'gfx11_asm_sopc.s',
'gfx11_asm_vop1.s', 'gfx11_asm_vop2.s', 'gfx11_asm_vopc.s', 'gfx11_asm_vop3.s', 'gfx11_asm_vop3p.s', 'gfx11_asm_vinterp.s',
'gfx11_asm_vopd.s', 'gfx11_asm_vopcx.s', 'gfx11_asm_vop3_from_vop1.s', 'gfx11_asm_vop3_from_vop2.s', 'gfx11_asm_vop3_from_vopc.s',
'gfx11_asm_vop3_from_vopcx.s', 'gfx11_asm_ds.s', 'gfx11_asm_smem.s', 'gfx11_asm_flat.s', 'gfx11_asm_mubuf.s', 'gfx11_asm_mtbuf.s',
'gfx11_asm_mimg.s', 'gfx11_asm_wmma.s', 'gfx11_asm_vop3_features.s', 'gfx11_asm_vop3p_features.s', 'gfx11_asm_vopd_features.s',
'gfx11_asm_vop3_from_vopcx.s', 'gfx11_asm_ds.s', 'gfx11_asm_smem.s', 'gfx11_asm_flat.s',
'gfx11_asm_wmma.s', 'gfx11_asm_vop3_features.s', 'gfx11_asm_vop3p_features.s', 'gfx11_asm_vopd_features.s',
'gfx11_asm_vop3_alias.s', 'gfx11_asm_vop3p_alias.s', 'gfx11_asm_vopc_alias.s', 'gfx11_asm_vopcx_alias.s', 'gfx11_asm_vinterp_alias.s',
'gfx11_asm_smem_alias.s', 'gfx11_asm_mubuf_alias.s', 'gfx11_asm_mtbuf_alias.s']
# CDNA test files - includes gfx9 files for shared instructions, plus gfx90a/gfx942 specific files
# gfx90a_ldst_acc.s has MIMG mixed in, filtered via is_mimg check
'gfx11_asm_smem_alias.s']
# CDNA (gfx9/gfx90a/gfx942/gfx950) test files for compute instructions
# Excluded: gfx9_asm_mubuf.s, gfx9_asm_mtbuf.s, gfx90a_ldst_acc.s (has MIMG mixed in)
# Exclude gfx90a: 'gfx90a_asm_features.s', 'mai-gfx90a.s',
# Exclude gfx950: 'gfx950_asm_features.s' (disasm error)
CDNA_FILES = ['gfx9_asm_sop1.s', 'gfx9_asm_sop2.s', 'gfx9_asm_sopp.s', 'gfx9_asm_sopk.s', 'gfx9_asm_sopc.s',
'gfx9_asm_vop1.s', 'gfx9_asm_vop2.s', 'gfx9_asm_vopc.s', 'gfx9_asm_vop3.s', 'gfx9_asm_vop3p.s',
'gfx9_asm_ds.s', 'gfx9_asm_flat.s', 'gfx9_asm_smem.s', 'gfx9_asm_mubuf.s', 'gfx9_asm_mtbuf.s',
'gfx90a_ldst_acc.s', 'gfx90a_asm_features.s', 'flat-scratch-gfx942.s', 'gfx942_asm_features.s',
'mai-gfx90a.s', 'mai-gfx942.s']
# RDNA4 (gfx12) test files - excludes alias/err/fake16/dpp files, and vimage/vsample (not supported)
# NOTE: vflat/vdsdir excluded - not implemented; features.s has mixed formats
'gfx9_asm_ds.s', 'gfx9_asm_flat.s', 'gfx9_asm_smem.s',
'flat-scratch-gfx942.s', 'gfx942_asm_features.s', 'mai-gfx942.s',
'gfx950_asm_vop1.s', 'gfx950_asm_read_tr.s', 'mai-gfx950.s']
# RDNA4 (gfx12) test files for compute instructions
# Excluded: gfx12_asm_vbuffer_mubuf.s, gfx12_asm_vbuffer_mtbuf.s, gfx12_asm_exp.s (graphics-only)
RDNA4_FILES = ['gfx12_asm_sop1.s', 'gfx12_asm_sop2.s', 'gfx12_asm_sopp.s', 'gfx12_asm_sopk.s', 'gfx12_asm_sopc.s',
'gfx12_asm_vop1.s', 'gfx12_asm_vop2.s', 'gfx12_asm_vopc.s', 'gfx12_asm_vopcx.s', 'gfx12_asm_vop3.s', 'gfx12_asm_vop3c.s',
'gfx12_asm_vop3cx.s', 'gfx12_asm_vop3p.s', 'gfx12_asm_vop3_from_vop1.s', 'gfx12_asm_vop3_from_vop2.s',
'gfx12_asm_vop3p_features.s', 'gfx12_asm_vopd.s', 'gfx12_asm_vopd_features.s',
'gfx12_asm_ds.s', 'gfx12_asm_smem.s',
'gfx12_asm_vbuffer_mubuf.s', 'gfx12_asm_vbuffer_mtbuf.s', 'gfx12_asm_wmma_w32.s', 'gfx12_asm_exp.s']
def _is_mimg(data: bytes) -> bool: return (int.from_bytes(data[:4], 'little') >> 26) & 0x3f == 0b111100
'gfx12_asm_wmma_w32.s']
def _parse_llvm_tests(text: str, pattern: str) -> list[tuple[str, bytes]]:
tests = []
@@ -48,74 +59,125 @@ def _parse_llvm_tests(text: str, pattern: str) -> list[tuple[str, bytes]]:
except ValueError: pass
return tests
@functools.cache
def _get_tests(f: str, arch: str) -> list[tuple[str, bytes]]:
def _get_tests_uncached(f: str, arch: str) -> list[tuple[str, bytes]]:
text = fetch(f"{LLVM_BASE}/{f}").read_bytes().decode('utf-8', errors='ignore')
if arch == "rdna3":
tests = _parse_llvm_tests(text, r'(?:GFX11|W32|W64)')
# Match GFX11 and W32 only (wavefront32 mode)
tests = _parse_llvm_tests(text, r'(?:GFX11|W32)')
elif arch == "rdna4":
# Match GFX12 but not GFX1250 (which has different lit64 encoding)
tests = _parse_llvm_tests(text, r'(?:GFX12(?!50)|W32|W64)')
elif 'gfx90a' in f or 'gfx942' in f:
tests = _parse_llvm_tests(text, r'(?:GFX90A|GFX942)')
# Match GFX12 (but not GFX1250) and W32 only (wavefront32 mode)
tests = _parse_llvm_tests(text, r'(?:GFX12(?!50)|W32)')
elif 'gfx90a' in f or 'gfx942' in f or 'gfx950' in f:
tests = _parse_llvm_tests(text, r'(?:GFX90A|GFX942|GFX950)')
else:
tests = _parse_llvm_tests(text, r'(?:VI9|GFX9|CHECK)')
return [(a, d) for a, d in tests if not _is_mimg(d)] if arch == "cdna" else tests
# Exclude v_interp_* (graphics-only, not on CDNA)
if arch == "cdna": tests = [(asm, data) for asm, data in tests if not asm.startswith('v_interp_')]
# Filter out tests where original ASM isn't valid on target (e.g., gfx9 tests with gfx942/gfx950 constraints)
if arch == "cdna" and not ('gfx942' in f or 'gfx950' in f or 'gfx90a' in f): tests = _filter_valid_asm(tests, arch)
return tests
def _compile_asm_batch(instrs: list[str], arch: str = "rdna3") -> list[bytes]:
@functools.cache
def _get_tests(f: str, arch: str) -> list[tuple[str, bytes]]: return _get_tests_uncached(f, arch)
def _compile_asm_batch(instrs: list[str], arch: str = "rdna3", mcpu: str|None = None) -> list[bytes]:
if not instrs: return []
mcpu = {'rdna3': 'gfx1100', 'rdna4': 'gfx1200'}.get(arch, 'gfx1100')
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={mcpu}', '-mattr=+real-true16,+wavefrontsize32', '-show-encoding'],
mcpu, mattr = mcpu or get_target(arch), get_mattr(arch)
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={mcpu}', f'-mattr={mattr}', '-show-encoding'],
input=".text\n" + "\n".join(instrs) + "\n", capture_output=True, text=True, timeout=30)
if result.returncode != 0: raise RuntimeError(f"llvm-mc failed: {result.stderr.strip()}")
return [bytes.fromhex(line.split('encoding:')[1].strip()[1:-1].replace('0x', '').replace(',', '').replace(' ', ''))
for line in result.stdout.split('\n') if 'encoding:' in line]
def _filter_valid_asm(tests: list[tuple[str, bytes]], arch: str) -> list[tuple[str, bytes]]:
"""Filter out tests where the original ASM isn't valid on the target (e.g., gfx9 tests with gfx942/gfx950 constraints)."""
if not tests: return []
mcpu = get_target(arch)
# Batch assemble all instructions, parse stderr to find which lines failed
instrs = [asm for asm, _ in tests]
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={mcpu}', '-show-encoding'],
input=".text\n" + "\n".join(instrs) + "\n", capture_output=True, text=True, timeout=30)
# Parse error lines from stderr (format: "<stdin>:N:..." where N is 1-indexed, line 1 is ".text")
failed_lines = set()
for line in result.stderr.split('\n'):
if m := re.match(r'<stdin>:(\d+):', line): failed_lines.add(int(m.group(1)) - 1) # -1 for .text, so line 2 -> index 1 -> tests[0]
# Also filter out tests where LLVM roundtrip doesn't match original (reserved bits set in original)
valid = [(asm, data) for i, (asm, data) in enumerate(tests) if (i + 1) not in failed_lines]
if not valid: return []
llvm_result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={mcpu}', '-show-encoding'],
input=".text\n" + "\n".join(asm for asm, _ in valid) + "\n", capture_output=True, text=True, timeout=30)
llvm_bytes = [bytes.fromhex(line.split('encoding:')[1].strip()[1:-1].replace('0x', '').replace(',', '').replace(' ', ''))
for line in llvm_result.stdout.split('\n') if 'encoding:' in line]
return [(asm, data) for (asm, data), lb in zip(valid, llvm_bytes) if lb == data]
def _make_test(f: str, arch: str, test_type: str):
def test(self):
tests = _get_tests(f, arch)
name = f"{arch}_{test_type}_{f}"
mcpu = "gfx942" if arch == "cdna" and "gfx942" in f else get_target(arch)
if test_type == "roundtrip":
for _, data in tests:
decoded = detect_format(data, arch).from_bytes(data)
self.assertEqual(decoded.to_bytes()[:len(data)], data)
print(f"{name}: {len(tests)} passed")
elif test_type == "asm":
passed, skipped = 0, 0
for asm_text, expected in tests:
for _, data in tests:
try:
self.assertEqual(asm(asm_text, arch).to_bytes(), expected)
decoded = detect_format(data, arch).from_bytes(data)
self.assertEqual(decoded.to_bytes()[:len(data)], data)
passed += 1
except: skipped += 1
except ValueError: skipped += 1 # skip invalid opcodes not in enum
print(f"{name}: {passed} passed, {skipped} skipped")
self.assertEqual(skipped, 0, f"{name}: {skipped} tests skipped, expected 0")
elif test_type == "repr":
# Test that eval(repr(inst)) reproduces the instruction
if arch == "rdna3": import extra.assembly.amd.autogen.rdna3.ins as ins
elif arch == "rdna4": import extra.assembly.amd.autogen.rdna4.ins as ins
elif arch == "cdna": import extra.assembly.amd.autogen.cdna.ins as ins
ns = {k: getattr(ins, k) for k in dir(ins) if not k.startswith('_')}
passed, skipped = 0, 0
for _, data in tests:
try:
decoded = detect_format(data, arch).from_bytes(data)
if decoded.to_bytes()[:len(data)] != data: skipped += 1; continue # skip if binary roundtrip fails
r = repr(decoded)
try:
decoded2 = eval(r, ns) # noqa: S307
if decoded == decoded2: passed += 1
else: skipped += 1
except Exception: skipped += 1
except ValueError: skipped += 1
print(f"{name}: {passed} passed, {skipped} skipped")
self.assertEqual(skipped, 0, f"{name}: {skipped} tests skipped, expected 0")
elif test_type == "disasm":
to_test = []
for _, data in tests:
try:
decoded = detect_format(data, arch).from_bytes(data)
decoded = decode_inst(data, arch)
enc = decoded.to_bytes()[:len(data)]
# Skip if roundtrip fails, disasm fails, or op_name is missing (disasm starts with space)
if decoded.to_bytes()[:len(data)] == data and (d := disasm(decoded)) and not d.startswith(' '): to_test.append((data, d))
if enc == data and (d := disasm(decoded)) and not d.startswith(' '): to_test.append((enc, d))
except: pass
skipped = len(tests) - len(to_test)
print(f"{name}: {len(to_test)} passed, {skipped} skipped")
if arch in ("rdna3", "rdna4"):
self.assertEqual(skipped, 0, f"{name}: {skipped} tests skipped, expected 0")
for (data, _), llvm in zip(to_test, _compile_asm_batch([t[1] for t in to_test], arch)): self.assertEqual(llvm, data)
self.assertEqual(skipped, 0, f"{name}: {skipped} tests skipped, expected 0")
# Compare disasm->reassemble with original encoding (filter reserved bit cases where LLVM can't reproduce)
llvm_bytes = _compile_asm_batch([t[1] for t in to_test], arch, mcpu)
valid = [(enc, d, llvm) for (enc, d), llvm in zip(to_test, llvm_bytes) if llvm == enc]
print(f"{name}: {len(valid)}/{len(to_test)} matched LLVM encoding")
for enc, _, llvm in valid: self.assertEqual(llvm, enc)
return test
class TestLLVM(unittest.TestCase): pass
for f in RDNA_FILES:
setattr(TestLLVM, f"test_rdna3_roundtrip_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna3", "roundtrip"))
setattr(TestLLVM, f"test_rdna3_asm_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna3", "asm"))
setattr(TestLLVM, f"test_rdna3_disasm_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna3", "disasm"))
setattr(TestLLVM, f"test_rdna3_repr_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna3", "repr"))
for f in CDNA_FILES:
setattr(TestLLVM, f"test_cdna_roundtrip_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "cdna", "roundtrip"))
setattr(TestLLVM, f"test_cdna_disasm_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "cdna", "disasm"))
setattr(TestLLVM, f"test_cdna_repr_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "cdna", "repr"))
for f in RDNA4_FILES:
setattr(TestLLVM, f"test_rdna4_roundtrip_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna4", "roundtrip"))
setattr(TestLLVM, f"test_rdna4_asm_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna4", "asm"))
setattr(TestLLVM, f"test_rdna4_disasm_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna4", "disasm"))
setattr(TestLLVM, f"test_rdna4_repr_{f.replace('.s', '').replace('-', '_')}", _make_test(f, "rdna4", "repr"))
if __name__ == "__main__":
unittest.main()
-403
View File
@@ -1,403 +0,0 @@
#!/usr/bin/env python3
"""Tests for the RDNA3 pseudocode DSL."""
import unittest
from extra.assembly.amd.pcode import (Reg, TypedView, TypedView, MASK32, MASK64,
_f32, _i32, _f16, _i16, f32_to_f16, isNAN, _bf16, _ibf16, bf16_to_f32, f32_to_bf16,
BYTE_PERMUTE, v_sad_u8, v_msad_u8, _compile_pseudocode, _expr, compile_pseudocode)
from extra.assembly.amd.test.helpers import ExecContext
from extra.assembly.amd.autogen.rdna3.str_pcode import VOP3SDOp_PCODE, VOPCOp_PCODE
from extra.assembly.amd.autogen.rdna3.enum import VOP3SDOp, VOPCOp
# Compile pseudocode functions on demand for regression tests
_VOP3SDOp_V_DIV_SCALE_F32 = compile_pseudocode('VOP3SDOp', 'V_DIV_SCALE_F32', VOP3SDOp_PCODE[VOP3SDOp.V_DIV_SCALE_F32])
_VOPCOp_V_CMP_CLASS_F32 = compile_pseudocode('VOPCOp', 'V_CMP_CLASS_F32', VOPCOp_PCODE[VOPCOp.V_CMP_CLASS_F32])
class TestReg(unittest.TestCase):
def test_u32_read(self):
r = Reg(0xDEADBEEF)
self.assertEqual(int(r.u32), 0xDEADBEEF)
def test_u32_write(self):
r = Reg(0)
r.u32 = 0x12345678
self.assertEqual(r._val, 0x12345678)
def test_f32_read(self):
r = Reg(0x40400000) # 3.0f
self.assertAlmostEqual(float(r.f32), 3.0)
def test_f32_write(self):
r = Reg(0)
r.f32 = 3.0
self.assertEqual(r._val, 0x40400000)
def test_i32_signed(self):
r = Reg(0xFFFFFFFF) # -1 as signed
self.assertEqual(int(r.i32), -1)
def test_u64(self):
r = Reg(0xDEADBEEFCAFEBABE)
self.assertEqual(int(r.u64), 0xDEADBEEFCAFEBABE)
def test_f64(self):
r = Reg(0x4008000000000000) # 3.0 as f64
self.assertAlmostEqual(float(r.f64), 3.0)
class TestTypedView(unittest.TestCase):
def test_bit_slice(self):
r = Reg(0xDEADBEEF)
# Slices return TypedView which supports .u32, .u16 etc (matching pseudocode like S1.u32[1:0].u32)
self.assertEqual(r.u32[7:0].u32, 0xEF)
self.assertEqual(r.u32[15:8].u32, 0xBE)
self.assertEqual(r.u32[23:16].u32, 0xAD)
self.assertEqual(r.u32[31:24].u32, 0xDE)
# Also works with int() for arithmetic
self.assertEqual(int(r.u32[7:0]), 0xEF)
def test_single_bit_read(self):
r = Reg(0b11010101)
self.assertEqual(r.u32[0], 1)
self.assertEqual(r.u32[1], 0)
self.assertEqual(r.u32[2], 1)
self.assertEqual(r.u32[3], 0)
def test_single_bit_write(self):
r = Reg(0)
r.u32[5] = 1
r.u32[3] = 1
self.assertEqual(r._val, 0b00101000)
def test_nested_bit_access(self):
# S0.u32[S1.u32[4:0]] - access bit at position from another register
s0 = Reg(0b11010101)
s1 = Reg(3)
bit_pos = s1.u32[4:0] # TypedView, int value = 3
bit_val = s0.u32[int(bit_pos)] # bit 3 of s0 = 0
self.assertEqual(int(bit_pos), 3)
self.assertEqual(bit_val, 0)
def test_arithmetic(self):
r1 = Reg(0x40400000) # 3.0f
r2 = Reg(0x40800000) # 4.0f
result = r1.f32 + r2.f32
self.assertAlmostEqual(result, 7.0)
def test_comparison(self):
r1 = Reg(5)
r2 = Reg(3)
self.assertTrue(r1.u32 > r2.u32)
self.assertFalse(r1.u32 < r2.u32)
self.assertTrue(r1.u32 != r2.u32)
class TestTypedView(unittest.TestCase):
def test_slice_read(self):
r = Reg(0x56781234)
self.assertEqual(r[15:0].u16, 0x1234)
self.assertEqual(r[31:16].u16, 0x5678)
def test_slice_write(self):
r = Reg(0)
r[15:0].u16 = 0x1234
r[31:16].u16 = 0x5678
self.assertEqual(r._val, 0x56781234)
def test_slice_f16(self):
r = Reg(0)
r[15:0].f16 = 3.0
self.assertAlmostEqual(_f16(r._val & 0xffff), 3.0, places=2)
class TestCompiler(unittest.TestCase):
def test_ternary(self):
result = _expr("a > b ? 1 : 0")
self.assertIn("if", result)
self.assertIn("else", result)
def test_type_prefix_strip(self):
self.assertEqual(_expr("1'0U"), "0")
self.assertEqual(_expr("32'1"), "1")
self.assertEqual(_expr("16'0xFFFF"), "0xFFFF")
def test_suffix_strip(self):
self.assertEqual(_expr("0ULL"), "0")
self.assertEqual(_expr("1LL"), "1")
self.assertEqual(_expr("5U"), "5")
self.assertEqual(_expr("3.14F"), "3.14")
def test_boolean_ops(self):
self.assertIn("and", _expr("a && b"))
self.assertIn("or", _expr("a || b"))
self.assertIn("!=", _expr("a <> b"))
def test_pack16(self):
result = _expr("{ a, b }")
self.assertIn("_pack", result)
def test_type_cast_strip(self):
self.assertEqual(_expr("64'U(x)"), "(x)")
self.assertEqual(_expr("32'I(y)"), "(y)")
class TestExecContext(unittest.TestCase):
def test_float_add(self):
ctx = ExecContext(s0=0x40400000, s1=0x40800000) # 3.0f, 4.0f
ctx.D0.f32 = ctx.S0.f32 + ctx.S1.f32
self.assertAlmostEqual(_f32(ctx.D0._val), 7.0)
def test_float_mul(self):
ctx = ExecContext(s0=0x40400000, s1=0x40800000) # 3.0f, 4.0f
ctx.run("D0.f32 = S0.f32 * S1.f32")
self.assertAlmostEqual(_f32(ctx.D0._val), 12.0)
def test_scc_comparison(self):
ctx = ExecContext(s0=42, s1=42)
ctx.run("SCC = S0.u32 == S1.u32")
self.assertEqual(ctx.SCC._val, 1)
def test_scc_comparison_false(self):
ctx = ExecContext(s0=42, s1=43)
ctx.run("SCC = S0.u32 == S1.u32")
self.assertEqual(ctx.SCC._val, 0)
def test_ternary(self):
code = _compile_pseudocode("D0.u32 = S0.u32 > S1.u32 ? 1'1U : 1'0U")
ctx = ExecContext(s0=5, s1=3)
ctx.run(code)
self.assertEqual(ctx.D0._val, 1)
def test_pack(self):
code = _compile_pseudocode("D0 = { S1[15:0].u16, S0[15:0].u16 }")
ctx = ExecContext(s0=0x1234, s1=0x5678)
ctx.run(code)
self.assertEqual(ctx.D0._val, 0x56781234)
def test_tmp_with_typed_access(self):
code = _compile_pseudocode("""tmp = S0.u32 + S1.u32
D0.u32 = tmp.u32""")
ctx = ExecContext(s0=100, s1=200)
ctx.run(code)
self.assertEqual(ctx.D0._val, 300)
def test_s_add_u32_pattern(self):
# Real pseudocode pattern from S_ADD_U32
code = _compile_pseudocode("""tmp = 64'U(S0.u32) + 64'U(S1.u32)
SCC = tmp >= 0x100000000ULL ? 1'1U : 1'0U
D0.u32 = tmp.u32""")
# Test overflow case
ctx = ExecContext(s0=0xFFFFFFFF, s1=0x00000001)
ctx.run(code)
self.assertEqual(ctx.D0._val, 0) # Wraps to 0
self.assertEqual(ctx.SCC._val, 1) # Carry set
def test_s_add_u32_no_overflow(self):
code = _compile_pseudocode("""tmp = 64'U(S0.u32) + 64'U(S1.u32)
SCC = tmp >= 0x100000000ULL ? 1'1U : 1'0U
D0.u32 = tmp.u32""")
ctx = ExecContext(s0=100, s1=200)
ctx.run(code)
self.assertEqual(ctx.D0._val, 300)
self.assertEqual(ctx.SCC._val, 0) # No carry
def test_vcc_lane_read(self):
ctx = ExecContext(vcc=0b1010, lane=1)
# Lane 1 is set
self.assertEqual(ctx.VCC.u64[1], 1)
self.assertEqual(ctx.VCC.u64[2], 0)
def test_vcc_lane_write(self):
ctx = ExecContext(vcc=0, lane=0)
ctx.VCC.u64[3] = 1
ctx.VCC.u64[1] = 1
self.assertEqual(ctx.VCC._val, 0b1010)
def test_for_loop(self):
# CTZ pattern - find first set bit
code = _compile_pseudocode("""tmp = -1
for i in 0 : 31 do
if S0.u32[i] == 1 then
tmp = i
endif
endfor
D0.i32 = tmp""")
ctx = ExecContext(s0=0b1000) # Bit 3 is set
ctx.run(code)
self.assertEqual(ctx.D0._val & MASK32, 3)
def test_result_dict(self):
ctx = ExecContext(s0=5, s1=3)
ctx.D0.u32 = 42
ctx.SCC._val = 1
result = ctx.result()
self.assertEqual(result['d0'], 42)
self.assertEqual(result['scc'], 1)
class TestPseudocodeRegressions(unittest.TestCase):
"""Regression tests for pseudocode instruction emulation bugs."""
def test_v_div_scale_f32_vcc_always_returned(self):
"""V_DIV_SCALE_F32 must always return VCC, even when VCC=0 (no scaling needed).
Bug: when VCC._val == vcc (both 0), VCC wasn't returned, so VCC bits weren't written.
This caused division to produce wrong results for multiple lanes."""
# Normal case: 1.0 / 3.0, no scaling needed, VCC should be 0
s0 = 0x3f800000 # 1.0
s1 = 0x40400000 # 3.0
s2 = 0x3f800000 # 1.0 (numerator)
result = _VOP3SDOp_V_DIV_SCALE_F32(s0, s1, s2, 0, 0, 0, 0, 0xffffffff, 0, None)
# Must always have VCC in result
self.assertIn('VCC', result, "V_DIV_SCALE_F32 must always return VCC")
self.assertEqual(result['VCC'] & 1, 0, "VCC lane 0 should be 0 when no scaling needed")
def test_v_cmp_class_f32_detects_quiet_nan(self):
"""V_CMP_CLASS_F32 must correctly identify quiet NaN vs signaling NaN.
Bug: isQuietNAN and isSignalNAN both used math.isnan which can't distinguish them."""
quiet_nan = 0x7fc00000 # quiet NaN: exponent=255, bit22=1
signal_nan = 0x7f800001 # signaling NaN: exponent=255, bit22=0
# Test quiet NaN detection (bit 1 in mask)
s1_quiet = 0b0000000010 # bit 1 = quiet NaN
result = _VOPCOp_V_CMP_CLASS_F32(quiet_nan, s1_quiet, 0, 0, 0, 0, 0, 0xffffffff, 0, None)
self.assertEqual(result['D0'] & 1, 1, "Should detect quiet NaN with quiet NaN mask")
# Test signaling NaN detection (bit 0 in mask)
s1_signal = 0b0000000001 # bit 0 = signaling NaN
result = _VOPCOp_V_CMP_CLASS_F32(signal_nan, s1_signal, 0, 0, 0, 0, 0, 0xffffffff, 0, None)
self.assertEqual(result['D0'] & 1, 1, "Should detect signaling NaN with signaling NaN mask")
# Test that quiet NaN doesn't match signaling NaN mask
result = _VOPCOp_V_CMP_CLASS_F32(quiet_nan, s1_signal, 0, 0, 0, 0, 0, 0xffffffff, 0, None)
self.assertEqual(result['D0'] & 1, 0, "Quiet NaN should not match signaling NaN mask")
# Test that signaling NaN doesn't match quiet NaN mask
result = _VOPCOp_V_CMP_CLASS_F32(signal_nan, s1_quiet, 0, 0, 0, 0, 0, 0xffffffff, 0, None)
self.assertEqual(result['D0'] & 1, 0, "Signaling NaN should not match quiet NaN mask")
def testisNAN_with_typed_view(self):
"""isNAN must work with TypedView objects, not just Python floats.
Bug: isNAN checked isinstance(x, float) which returned False for TypedView."""
nan_reg = Reg(0x7fc00000) # quiet NaN
normal_reg = Reg(0x3f800000) # 1.0
inf_reg = Reg(0x7f800000) # +inf
self.assertTrue(isNAN(nan_reg.f32), "isNAN should return True for NaN TypedView")
self.assertFalse(isNAN(normal_reg.f32), "isNAN should return False for normal TypedView")
self.assertFalse(isNAN(inf_reg.f32), "isNAN should return False for inf TypedView")
class TestBF16(unittest.TestCase):
"""Tests for BF16 (bfloat16) support."""
def test_bf16_conversion(self):
"""Test bf16 <-> f32 conversion."""
# bf16 is just the top 16 bits of f32
# 1.0f = 0x3f800000, bf16 = 0x3f80
self.assertAlmostEqual(_bf16(0x3f80), 1.0, places=2)
self.assertEqual(_ibf16(1.0), 0x3f80)
# 2.0f = 0x40000000, bf16 = 0x4000
self.assertAlmostEqual(_bf16(0x4000), 2.0, places=2)
self.assertEqual(_ibf16(2.0), 0x4000)
# -1.0f = 0xbf800000, bf16 = 0xbf80
self.assertAlmostEqual(_bf16(0xbf80), -1.0, places=2)
self.assertEqual(_ibf16(-1.0), 0xbf80)
def test_bf16_special_values(self):
"""Test bf16 special values (inf, nan)."""
import math
# +inf: f32 = 0x7f800000, bf16 = 0x7f80
self.assertTrue(math.isinf(_bf16(0x7f80)))
self.assertEqual(_ibf16(float('inf')), 0x7f80)
# -inf: f32 = 0xff800000, bf16 = 0xff80
self.assertTrue(math.isinf(_bf16(0xff80)))
self.assertEqual(_ibf16(float('-inf')), 0xff80)
# NaN: quiet NaN bf16 = 0x7fc0
self.assertTrue(math.isnan(_bf16(0x7fc0)))
self.assertEqual(_ibf16(float('nan')), 0x7fc0)
def test_bf16_register_property(self):
"""Test Reg.bf16 property."""
r = Reg(0)
r.bf16 = 3.0 # 3.0f = 0x40400000, bf16 = 0x4040
self.assertEqual(r._val & 0xffff, 0x4040)
self.assertAlmostEqual(float(r.bf16), 3.0, places=1)
def test_bf16_slice_property(self):
"""Test TypedView.bf16 property."""
r = Reg(0x40404040) # Two bf16 3.0 values
self.assertAlmostEqual(r[15:0].bf16, 3.0, places=1)
self.assertAlmostEqual(r[31:16].bf16, 3.0, places=1)
class TestBytePermute(unittest.TestCase):
"""Tests for BYTE_PERMUTE helper function (V_PERM_B32)."""
def test_byte_select_0_to_7(self):
"""Test selecting bytes 0-7 from 64-bit data."""
# data = {s0, s1} where s0 is bytes 0-3, s1 is bytes 4-7
# Combined: 0x0706050403020100 (byte 0 = 0x00, byte 7 = 0x07)
data = 0x0706050403020100
for i in range(8):
self.assertEqual(BYTE_PERMUTE(data, i), i, f"byte {i} should be {i}")
def test_sign_extend_bytes(self):
"""Test sign extension selectors 8-11."""
# sel 8: sign of byte 1 (bits 15:8)
# sel 9: sign of byte 3 (bits 31:24)
# sel 10: sign of byte 5 (bits 47:40)
# sel 11: sign of byte 7 (bits 63:56)
data = 0x8000800080008000 # All relevant bytes have sign bit set
self.assertEqual(BYTE_PERMUTE(data, 8), 0xff)
self.assertEqual(BYTE_PERMUTE(data, 9), 0xff)
self.assertEqual(BYTE_PERMUTE(data, 10), 0xff)
self.assertEqual(BYTE_PERMUTE(data, 11), 0xff)
data = 0x7f007f007f007f00 # No sign bits set
self.assertEqual(BYTE_PERMUTE(data, 8), 0x00)
self.assertEqual(BYTE_PERMUTE(data, 9), 0x00)
self.assertEqual(BYTE_PERMUTE(data, 10), 0x00)
self.assertEqual(BYTE_PERMUTE(data, 11), 0x00)
def test_constant_zero(self):
"""Test selector 12 returns 0x00."""
self.assertEqual(BYTE_PERMUTE(0xffffffffffffffff, 12), 0x00)
def test_constant_ff(self):
"""Test selectors >= 13 return 0xFF."""
for sel in [13, 14, 15, 255]:
self.assertEqual(BYTE_PERMUTE(0, sel), 0xff, f"sel {sel} should be 0xff")
class TestSADHelpers(unittest.TestCase):
"""Tests for V_SAD_U8 and V_MSAD_U8 helper functions."""
def test_v_sad_u8_basic(self):
"""Test v_sad_u8 with simple values."""
# s0 = 0x04030201, s1 = 0x04030201 -> diff = 0 for all bytes
result = v_sad_u8(0x04030201, 0x04030201, 0)
self.assertEqual(result, 0)
# s0 = 0x05040302, s1 = 0x04030201 -> diff = 1+1+1+1 = 4
result = v_sad_u8(0x05040302, 0x04030201, 0)
self.assertEqual(result, 4)
def test_v_sad_u8_with_accumulator(self):
"""Test v_sad_u8 with non-zero accumulator."""
# s0 = 0x05040302, s1 = 0x04030201, s2 = 100 -> 4 + 100 = 104
result = v_sad_u8(0x05040302, 0x04030201, 100)
self.assertEqual(result, 104)
def test_v_sad_u8_large_diff(self):
"""Test v_sad_u8 with maximum byte differences."""
# s0 = 0xffffffff, s1 = 0x00000000 -> diff = 255*4 = 1020
result = v_sad_u8(0xffffffff, 0x00000000, 0)
self.assertEqual(result, 1020)
def test_v_msad_u8_basic(self):
"""Test v_msad_u8 masks when reference byte is 0."""
# s0 = 0x10101010, s1 = 0x00000000 -> all masked, result = 0
result = v_msad_u8(0x10101010, 0x00000000, 0)
self.assertEqual(result, 0)
# s0 = 0x10101010, s1 = 0x01010101 -> diff = |0x10-0x01|*4 = 15*4 = 60
result = v_msad_u8(0x10101010, 0x01010101, 0)
self.assertEqual(result, 60)
def test_v_msad_u8_partial_mask(self):
"""Test v_msad_u8 with partial masking."""
# s0 = 0x10101010, s1 = 0x00010001 -> bytes 1 and 3 masked
# diff = |0x10-0x01| + |0x10-0x01| = 15 + 15 = 30
result = v_msad_u8(0x10101010, 0x00010001, 0)
self.assertEqual(result, 30)
def test_v_msad_u8_with_accumulator(self):
"""Test v_msad_u8 with non-zero accumulator."""
result = v_msad_u8(0x10101010, 0x01010101, 50)
self.assertEqual(result, 110) # 60 + 50
if __name__ == '__main__':
unittest.main()
+19 -42
View File
@@ -1,51 +1,29 @@
#!/usr/bin/env python3
"""Test pdf.py PDF parser and enum generation."""
import unittest, tempfile, importlib.util
from extra.assembly.amd.pdf import extract, extract_tables, extract_enums, extract_pcode, write_enums, PDF_URLS
"""Test PDF pseudocode extraction from generate.py."""
import unittest
from extra.assembly.amd.generate import extract_pdf_text, extract_pcode, parse_xml, ARCHS, FIXES
EXPECTED = {
"rdna3": {"pages": 655, "tables": 115, "sop2_ops": 67, "sop2_first": "S_ADD_U32"},
"rdna4": {"pages": 711, "tables": 125, "sop2_ops": 74, "sop2_first": "S_ADD_CO_U32"},
"cdna": {"pages": 610, "tables": 104, "sop2_ops": 52, "sop2_first": "S_ADD_U32"},
}
EXPECTED_PAGES = {"rdna3": 655, "rdna4": 711, "cdna": 610}
class TestPDF2(unittest.TestCase):
class TestPcodePDF(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.data = {name: extract(url) for name, url in PDF_URLS.items()}
cls.tables = {name: extract_tables(pages) for name, pages in cls.data.items()}
cls.enums = {name: extract_enums(cls.tables[name]) for name in PDF_URLS}
cls.pcode = {name: extract_pcode(cls.data[name], cls.enums[name]) for name in PDF_URLS}
cls.pages = {arch: extract_pdf_text(cfg["pdf"]) for arch, cfg in ARCHS.items()}
cls.enums = {}
for arch, cfg in ARCHS.items():
_, enums, _, _, _, _ = parse_xml(cfg["xml"])
for fmt, ops in FIXES.get(arch, {}).items(): enums.setdefault(fmt, {}).update(ops)
cls.enums[arch] = enums
cls.pcode = {arch: extract_pcode(cls.pages[arch], {n: op for ops in cls.enums[arch].values() for op, n in ops.items()}) for arch in ARCHS}
def test_page_counts(self):
for name, exp in EXPECTED.items():
self.assertEqual(len(self.data[name]), exp["pages"], f"{name} page count")
for name, exp in EXPECTED_PAGES.items():
self.assertEqual(len(self.pages[name]), exp, f"{name} page count")
def test_table_counts(self):
for name, exp in EXPECTED.items():
self.assertEqual(len(self.tables[name]), exp["tables"], f"{name} table count")
def test_tables_sequential(self):
for name in PDF_URLS:
nums = sorted(self.tables[name].keys())
missing = set(range(1, max(nums) + 1)) - set(nums)
self.assertEqual(missing, set(), f"{name} missing tables: {missing}")
def test_generate_enums(self):
for name, exp in EXPECTED.items():
with tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False) as f:
write_enums(self.enums[name], name, f.name)
spec = importlib.util.spec_from_file_location("enum", f.name)
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
# Check SOP2Op
self.assertTrue(hasattr(mod, 'SOP2Op'), f"{name} missing SOP2Op")
self.assertEqual(len(mod.SOP2Op), exp["sop2_ops"], f"{name} SOP2Op count")
self.assertEqual(mod.SOP2Op(0).name, exp["sop2_first"], f"{name} SOP2Op first")
# Check all enums have at least 2 ops
for attr in dir(mod):
if attr.endswith('Op'):
self.assertGreaterEqual(len(getattr(mod, attr)), 2, f"{name} {attr} has too few ops")
def test_pcode_extracted(self):
"""Check we extracted a reasonable number of pcode entries."""
for name in ARCHS:
self.assertGreater(len(self.pcode[name]), 500, f"{name} pcode count too low")
def test_pcode_rdna3_tricky(self):
"""Test specific pseudocode patterns that are tricky to extract correctly."""
@@ -62,9 +40,8 @@ class TestPDF2(unittest.TestCase):
def test_pcode_no_examples(self):
"""Pseudocode should not contain example lines with '=>'."""
for name in PDF_URLS:
for name in ARCHS:
for (op_name, opcode), code in self.pcode[name].items():
# No example lines (test vectors like "S_CTZ_I32_B32(0xaaaaaaaa) => 1")
self.assertNotIn('=>', code, f"{name} {op_name} contains example line with '=>'")
if __name__ == "__main__":
+2 -2
View File
@@ -37,10 +37,10 @@ class TestRDNA3Asm(unittest.TestCase):
v_add_co_u32(v[2], VCC_LO, s[6], v[2]),
v_add_co_ci_u32_e32(v[3], s[7], v[3]),
v_add_co_u32(v[0], VCC_LO, s[4], v[0]),
global_load_b32(vdst=v[2], addr=v[2], saddr=OFF),
global_load_b32(vdst=v[2], addr=v[2:3], saddr=OFF),
v_add_co_ci_u32_e32(v[1], s[5], v[1]),
s_waitcnt(0x03f7), # vmcnt(0)
global_store_b32(addr=v[0], data=v[2], saddr=OFF),
global_store_b32(addr=v[0:1], data=v[2], saddr=OFF),
s_endpgm(),
]
+98
View File
@@ -0,0 +1,98 @@
import unittest, ctypes
from extra.assembly.amd.autogen.rdna4 import ins as ir4
from extra.assembly.amd.dsl import v, s
from extra.assembly.amd.emu import WaveState, decode_program
from tinygrad.device import Buffer, BufferSpec
from tinygrad.dtype import dtypes
class TestRDNA4Emu(unittest.TestCase):
def _run(self, insts: list, sgprs: dict[int, int] = None, vgprs: dict[tuple[int, int], int] = None) -> WaveState:
"""Run instructions and return final WaveState."""
# Add S_ENDPGM if not present
if not any(isinstance(i, ir4.SOPP) and i.op == ir4.SOPPOp.S_ENDPGM for i in insts):
insts = list(insts) + [ir4.SOPP(ir4.SOPPOp.S_ENDPGM, simm=0)]
# Assemble and decode
code = b''.join(i.to_bytes() for i in insts)
code_buf = (ctypes.c_uint8 * len(code)).from_buffer_copy(code)
code_addr = ctypes.addressof(code_buf)
program_raw = decode_program(code, "rdna4")
program = {code_addr + offset: val for offset, val in program_raw.items()}
# Setup wave state
st = WaveState(n_lanes=1)
st.pc = code_addr
if sgprs:
for idx, val in sgprs.items(): st._write_sgpr(idx, val)
if vgprs:
for (reg, lane), val in vgprs.items(): st._write_vgpr(reg, lane, val)
# Setup vmem buffer with external_ptr=0 (maps to address 0, allows any pointer access)
vmem_buf = Buffer('CPU', 1 << 40, dtypes.uint32, options=BufferSpec(external_ptr=0)).ensure_allocated()
# Execute
c_bufs = [ctypes.c_uint64(st.sgpr_buf._buf.va_addr), ctypes.c_uint64(st.vgpr_buf._buf.va_addr),
ctypes.c_uint64(vmem_buf._buf.va_addr), ctypes.c_uint64(0), ctypes.c_uint64(0)]
for _ in range(100):
if (pc := st.pc) == 0xFFFFFFFFFFFFFFFF or pc not in program: break
_, fxn, globals_list, _ = program[pc]
fxn(*[c_bufs[g] for g in globals_list])
return st
def test_vopd_dual_mov(self):
"""Test VOPD with two V_DUAL_MOV_B32 operations: v[1]=s[1], v[2]=s[2]."""
insts = [ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[1], vdsty=v[2], srcx0=s[1], srcy0=s[2], vsrcx1=v[0], vsrcy1=v[0])]
st = self._run(insts, sgprs={1: 0x40e00000, 2: 0x41100000}) # 7.0f, 9.0f
self.assertEqual(st._read_vgpr(1, 0), 0x40e00000) # v[1] = 7.0
self.assertEqual(st._read_vgpr(2, 0), 0x41100000) # v[2] = 9.0
def test_vopd_dual_mov_after_other_vopd(self):
"""Test VOPD reuse: first VOPD(v[3]=0, v[0]=?), then VOPD(v[1]=s[1], v[2]=s[2])."""
# This matches the BEAM kernel sequence that fails
insts = [
ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[3], vdsty=v[0], srcx0=0, srcy0=s[0], vsrcx1=v[0], vsrcy1=v[0]), # v[3]=0, v[0]=s[0]
ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[1], vdsty=v[2], srcx0=s[1], srcy0=s[2], vsrcx1=v[0], vsrcy1=v[0]), # v[1]=s[1], v[2]=s[2]
]
st = self._run(insts, sgprs={0: 0x40a00000, 1: 0x40e00000, 2: 0x41100000}) # 5.0f, 7.0f, 9.0f
self.assertEqual(st._read_vgpr(1, 0), 0x40e00000) # v[1] = 7.0
self.assertEqual(st._read_vgpr(2, 0), 0x41100000) # v[2] = 9.0
def test_vopd_with_s_add_f32_sequence(self):
"""Test full BEAM kernel sequence: s_add_f32 then VOPD."""
# This is the exact sequence from the failing BEAM kernel
insts = [
ir4.SOP2(ir4.SOP2Op.S_ADD_F32, sdst=s[0], ssrc0=s[0], ssrc1=s[8]), # s[0] = s[0] + s[8]
ir4.SOP2(ir4.SOP2Op.S_ADD_F32, sdst=s[1], ssrc0=s[1], ssrc1=s[9]), # s[1] = s[1] + s[9]
ir4.SOP2(ir4.SOP2Op.S_ADD_F32, sdst=s[2], ssrc0=s[2], ssrc1=s[10]), # s[2] = s[2] + s[10]
ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[3], vdsty=v[0], srcx0=0, srcy0=s[0], vsrcx1=v[0], vsrcy1=v[0]),
ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[1], vdsty=v[2], srcx0=s[1], srcy0=s[2], vsrcx1=v[0], vsrcy1=v[0]),
]
# Input: s[0:2] = [1,2,3], s[8:10] = [4,5,6]
# After s_add_f32: s[0:2] = [5,7,9]
st = self._run(insts, sgprs={0: 0x3f800000, 1: 0x40000000, 2: 0x40400000, # 1.0, 2.0, 3.0
8: 0x40800000, 9: 0x40a00000, 10: 0x40c00000}) # 4.0, 5.0, 6.0
self.assertEqual(st._read_vgpr(1, 0), 0x40e00000) # v[1] = 7.0
self.assertEqual(st._read_vgpr(2, 0), 0x41100000) # v[2] = 9.0
def test_s_mov_b32_then_vopd(self):
"""Test s_mov_b32 followed by VOPD - simulates BEAM kernel sequence."""
# Use s_mov_b32 with SGPR source (copy from pre-initialized SGPRs)
# s[10:12] will have values set by test harness, copy to s[0:2], then VOPD to VGPRs
insts = [
ir4.SOP1(ir4.SOP1Op.S_MOV_B32, sdst=s[0], ssrc0=s[10]), # s[0] = s[10]
ir4.SOP1(ir4.SOP1Op.S_MOV_B32, sdst=s[1], ssrc0=s[11]), # s[1] = s[11]
ir4.SOP1(ir4.SOP1Op.S_MOV_B32, sdst=s[2], ssrc0=s[12]), # s[2] = s[12]
ir4.VOPD(ir4.VOPDOp.V_DUAL_MOV_B32, ir4.VOPDOp.V_DUAL_MOV_B32,
vdstx=v[1], vdsty=v[2], srcx0=s[1], srcy0=s[2], vsrcx1=v[0], vsrcy1=v[0]),
]
st = self._run(insts, sgprs={10: 0x40a00000, 11: 0x40e00000, 12: 0x41100000}) # 5.0, 7.0, 9.0
self.assertEqual(st._read_vgpr(1, 0), 0x40e00000) # v[1] = 7.0
self.assertEqual(st._read_vgpr(2, 0), 0x41100000) # v[2] = 9.0
if __name__ == '__main__':
unittest.main()
+29 -39
View File
@@ -2,15 +2,8 @@
"""Roundtrip tests: generate tinygrad kernels, decode instructions, re-encode, verify match."""
import unittest, io, sys, re, subprocess, os
from extra.assembly.amd.dsl import Inst
from extra.assembly.amd.asm import asm, detect_format
from extra.assembly.amd.test.helpers import get_llvm_mc, get_llvm_objdump
# arch: (mcpu, mattr)
ARCH_CONFIG = {
'rdna3': ('gfx1100', '+real-true16,+wavefrontsize32'),
'rdna4': ('gfx1200', '+real-true16,+wavefrontsize32'),
'cdna': ('gfx942', '+wavefrontsize64'),
}
from extra.assembly.amd import decode_inst, detect_format
from extra.assembly.amd.test.helpers import get_llvm_mc, get_llvm_objdump, get_target, get_mattr
def disassemble_lib(lib: bytes, compiler) -> list[tuple[str, bytes]]:
"""Disassemble ELF binary and return list of (instruction_text, machine_code_bytes)."""
@@ -42,8 +35,7 @@ def compile_asm(instr: str, arch: str = 'rdna3') -> bytes:
def compile_asm_batch(instrs: list[str], arch: str = 'rdna3') -> list[bytes]:
"""Compile multiple instructions with a single llvm-mc call."""
if not instrs: return []
mcpu, mattr = ARCH_CONFIG[arch]
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={mcpu}', f'-mattr={mattr}', '-show-encoding'],
result = subprocess.run([get_llvm_mc(), '-triple=amdgcn', f'-mcpu={get_target(arch)}', f'-mattr={get_mattr(arch)}', '-show-encoding'],
input=".text\n" + "\n".join(instrs) + "\n", capture_output=True, text=True)
if result.returncode != 0: raise RuntimeError(f"llvm-mc batch failed: {result.stderr.strip()}")
encodings = []
@@ -59,7 +51,7 @@ def compile_and_disasm_batch(instrs: list[str], arch: str = 'rdna3') -> list[str
"""Compile instructions with LLVM and get LLVM's disassembly."""
import tempfile
if not instrs: return []
mcpu, mattr = ARCH_CONFIG[arch]
mcpu, mattr = get_target(arch), get_mattr(arch)
src = ".text\n.globl test\n.p2align 8\n.type test,@function\ntest:\n" + "\n".join(f" {instr}" for instr in instrs) + "\n"
with tempfile.NamedTemporaryFile(suffix='.o', delete=False) as f:
obj_path = f.name
@@ -85,24 +77,27 @@ class TestTinygradKernelRoundtrip(unittest.TestCase):
def _test_kernel_roundtrip(self, op_fn):
"""Generate kernel from op_fn, test:
1. decode -> reencode matches original bytes
2. asm(disasm()) matches LLVM output
3. our disasm() matches LLVM's disassembly string exactly
2. disasm() -> LLVM asm -> bytes matches original (validates disasm correctness)
3. our disasm() matches LLVM's disassembly string (informational)
"""
arch = self.arch
mcpu, mattr = ARCH_CONFIG[arch]
from extra.assembly.amd.test.test_compare_emulators import get_kernels_from_tinygrad
from tinygrad.runtime.support.compiler_amd import HIPCompiler
from tinygrad.runtime.support.elf import elf_loader
from tinygrad.runtime.support.compiler_amd import HIPCompiler, AMDLLVMCompiler
from tinygrad.helpers import AMD_LLVM
kernels, _, _ = get_kernels_from_tinygrad(op_fn)
compiler = HIPCompiler(mcpu)
# rendered source can be C or llvmir
compiler = (AMDLLVMCompiler if AMD_LLVM else HIPCompiler)(get_target(arch))
# First pass: decode all instructions and collect info
decoded_instrs: list[tuple] = [] # list of (ki, offset, orig_bytes, decoded, our_disasm, decode_ok, decode_err)
for ki, kernel in enumerate(kernels):
offset = 0
while offset < len(kernel.code):
remaining = kernel.code[offset:]
code = next((s.content for s in elf_loader(compiler.compile(kernel.src))[1] if s.name == ".text"))
while offset < len(code):
remaining = code[offset:]
fmt = detect_format(remaining, arch)
if fmt is None:
decoded_instrs.append((ki, offset, None, None, None, False, "no format"))
@@ -129,19 +124,19 @@ class TestTinygradKernelRoundtrip(unittest.TestCase):
offset += size
# Collect disasm strings for batched LLVM calls - skip unknown opcodes (op_X) that LLVM can't compile
asm_test_instrs: list[tuple[int, str]] = [] # (idx, our_disasm) for asm test
asm_test_instrs: list[tuple[int, str, bytes]] = [] # (idx, our_disasm, orig_bytes) for asm test
disasm_test_instrs: list[tuple[int, str]] = [] # (idx, our_disasm) for disasm comparison test
for idx, (ki, offset, orig_bytes, decoded, our_disasm, decode_ok, decode_err) in enumerate(decoded_instrs):
if our_disasm is None: continue
# Skip unknown opcodes and malformed instructions for both tests
# Skip unknown opcodes and malformed instructions
if our_disasm.startswith('op_') or re.search(r', \d+, \d+, \d+,', our_disasm): continue
asm_test_instrs.append((idx, our_disasm))
asm_test_instrs.append((idx, our_disasm, orig_bytes))
disasm_test_instrs.append((idx, our_disasm))
# Batch compile for asm test
asm_llvm_results = compile_asm_batch([d for _, d in asm_test_instrs], arch)
asm_llvm_map = {idx: result for (idx, _), result in zip(asm_test_instrs, asm_llvm_results)}
# Batch compile for asm test (our disasm -> LLVM asm -> bytes)
asm_llvm_results = compile_asm_batch([d for _, d, _ in asm_test_instrs], arch)
asm_llvm_map = {idx: (result, orig) for (idx, _, orig), result in zip(asm_test_instrs, asm_llvm_results)}
# Batch compile+disasm for disasm comparison test
disasm_llvm_results = compile_and_disasm_batch([d for _, d in disasm_test_instrs], arch)
@@ -165,20 +160,16 @@ class TestTinygradKernelRoundtrip(unittest.TestCase):
decode_failed += 1
decode_failures.append(f"K{ki}@{offset}: {our_disasm}: {decode_err}")
# Asm test
# Asm test: our disasm -> LLVM asm -> compare bytes with original
if our_disasm is None:
asm_skipped += 1
elif idx in asm_llvm_map:
llvm_bytes = asm_llvm_map[idx]
try:
our_bytes = asm(our_disasm).to_bytes()
if our_bytes[:len(llvm_bytes)] == llvm_bytes:
asm_passed += 1
else:
asm_failed += 1
asm_failures.append(f"K{ki}@{offset}: '{our_disasm}': ours={our_bytes[:len(llvm_bytes)].hex()} llvm={llvm_bytes.hex()}")
except Exception:
asm_skipped += 1
llvm_bytes, orig = asm_llvm_map[idx]
if llvm_bytes == orig[:len(llvm_bytes)]:
asm_passed += 1
else:
asm_failed += 1
asm_failures.append(f"K{ki}@{offset}: '{our_disasm}': llvm={llvm_bytes.hex()} orig={orig[:len(llvm_bytes)].hex()}")
else:
asm_skipped += 1
@@ -196,7 +187,7 @@ class TestTinygradKernelRoundtrip(unittest.TestCase):
disasm_skipped += 1
print(f"[{arch}] decode roundtrip: {decode_passed} passed, {decode_failed} failed, {decode_skipped} skipped")
print(f"[{arch}] asm vs llvm: {asm_passed} passed, {asm_failed} failed, {asm_skipped} skipped")
print(f"[{arch}] asm via llvm: {asm_passed} passed, {asm_failed} failed, {asm_skipped} skipped")
print(f"[{arch}] disasm vs llvm: {disasm_passed} passed, {disasm_failed} failed, {disasm_skipped} skipped")
self.assertEqual(decode_failed, 0, f"Decode failures:\n" + "\n".join(decode_failures[:20]))
self.assertEqual(asm_failed, 0, f"Asm failures:\n" + "\n".join(asm_failures[:20]))
@@ -247,10 +238,9 @@ class TestTinygradKernelRoundtrip(unittest.TestCase):
# Fused ops
def test_fma(self): self._test_kernel_roundtrip(lambda T: (T([1.0, 2.0]) * T([3.0, 4.0]) + T([5.0, 6.0])))
@unittest.skip("no asm support for RDNA4")
class TestTinygradKernelRoundtripRDNA4(TestTinygradKernelRoundtrip): arch = 'rdna4'
@unittest.skip("no asm support for CDNA")
@unittest.skip("CDNA decode roundtrip not yet supported")
class TestTinygradKernelRoundtripCDNA(TestTinygradKernelRoundtrip): arch = 'cdna'
if __name__ == "__main__":
+65 -47
View File
@@ -1,15 +1,16 @@
#!/usr/bin/env python3
"""Tests for SQTT packet decoding using real captured examples."""
import pickle, unittest, ctypes
import pickle, unittest, ctypes, threading
from pathlib import Path
from tinygrad.helpers import DEBUG, colored
from tinygrad.helpers import DEBUG
from tinygrad.runtime.autogen import rocprof
from tinygrad.runtime.support.elf import elf_loader
from extra.assembly.amd.asm import detect_format
from extra.assembly.amd import decode_inst
from extra.assembly.amd.autogen.rdna3.ins import SOPP
from extra.assembly.amd.autogen.rdna3.enum import SOPPOp
from extra.assembly.amd.sqtt import (decode, LAYOUT_HEADER, WAVESTART, WAVEEND, INST, VALUINST, IMMEDIATE, IMMEDIATE_MASK,
ALUEXEC, VMEMEXEC, PACKET_TYPES, InstOp, AluSrc, MemSrc)
from extra.assembly.amd.sqtt import (decode, LAYOUT_HEADER, WAVESTART, WAVESTART_L4, WAVEEND, INST, INST_L4, VALUINST, IMMEDIATE, IMMEDIATE_MASK,
ALUEXEC, VMEMEXEC, PACKET_TYPES_L3, PACKET_TYPES_L4, InstOp, InstOpL4, print_packets)
from extra.assembly.amd.test.helpers import TARGET_TO_ARCH
EXAMPLES_DIR = Path(__file__).parent.parent.parent.parent / "sqtt/examples"
# INST ops for non-traced SIMDs (excluded from instruction count)
@@ -18,40 +19,13 @@ OTHER_SIMD_OPS = {InstOp.OTHER_LDS_LOAD, InstOp.OTHER_LDS_STORE, InstOp.OTHER_LD
InstOp.OTHER_FLAT_STORE_128, InstOp.OTHER_GLOBAL_LOAD, InstOp.OTHER_GLOBAL_LOAD_VADDR,
InstOp.OTHER_GLOBAL_STORE_64, InstOp.OTHER_GLOBAL_STORE_96, InstOp.OTHER_GLOBAL_STORE_128,
InstOp.OTHER_GLOBAL_STORE_VADDR_128}
PACKET_COLORS = {
"INST": "WHITE", "VALUINST": "BLACK", "VMEMEXEC": "yellow", "ALUEXEC": "yellow",
"IMMEDIATE": "YELLOW", "IMMEDIATE_MASK": "YELLOW", "WAVERDY": "cyan", "WAVEALLOC": "cyan",
"WAVEEND": "blue", "WAVESTART": "blue", "PERF": "magenta", "EVENT": "red", "EVENT_BIG": "red",
"REG": "green", "LAYOUT_HEADER": "white", "SNAPSHOT": "white", "UTILCTR": "green",
}
def format_packet(p, time_offset: int = 0) -> str:
name, cycle = type(p).__name__, p._time - time_offset
if isinstance(p, INST):
op_name = p.op.name if isinstance(p.op, InstOp) else f"0x{p.op:02x}"
fields = f"wave={p.wave} op={op_name}" + (" flag1" if p.flag1 else "") + (" flag2" if p.flag2 else "")
elif isinstance(p, VALUINST): fields = f"wave={p.wave}" + (" flag" if p.flag else "")
elif isinstance(p, ALUEXEC): fields = f"src={p.src.name if isinstance(p.src, AluSrc) else p.src}"
elif isinstance(p, VMEMEXEC): fields = f"src={p.src.name if isinstance(p.src, MemSrc) else p.src}"
elif isinstance(p, (WAVESTART, WAVEEND)): fields = f"wave={p.wave} simd={p.simd} cu={p.cu}"
elif hasattr(p, '_values'):
fields = " ".join(f"{k}=0x{v:x}" if k in {'snap', 'val32'} else f"{k}={v}"
for k, v in p._values.items() if not k.startswith('_') and k != 'delta')
else: fields = ""
return f"{cycle:8}: {colored(f'{name:18}', PACKET_COLORS.get(name, 'white'))} {fields}"
def print_packets(packets: list) -> None:
skip = {"NOP", "TS_DELTA_SHORT", "TS_WAVE_STATE", "TS_DELTA_OR_MARK", "TS_DELTA_S5_W2", "TS_DELTA_S5_W3", "TS_DELTA_S8_W3", "REG", "EVENT"}
time_offset = packets[0]._time if packets else 0
for p in packets:
if type(p).__name__ not in skip: print(format_packet(p, time_offset))
OTHER_SIMD_OPS_L4 = {InstOpL4.OTHER_VMEM, InstOpL4.UNK_60}
# ═══════════════════════════════════════════════════════════════════════════════
# ROCPROF DECODER
# ═══════════════════════════════════════════════════════════════════════════════
def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int):
def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int, target: str):
"""Run rocprof decoder on SQTT blobs, returning raw occupancy and instruction records."""
image, sections, _ = elf_loader(lib)
text = next((sh for sh in sections if sh.name == ".text"), None)
@@ -86,6 +60,7 @@ def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int):
wave_insts.append([(inst.time, inst.stall) for inst in insts])
return rocprof.ROCPROFILER_THREAD_TRACE_DECODER_STATUS_SUCCESS
arch = TARGET_TO_ARCH[target]
@rocprof.rocprof_trace_decoder_isa_callback_t
def isa_cb(instr_ptr, mem_size_ptr, size_ptr, pc, _):
offset = pc.address - base
@@ -93,8 +68,9 @@ def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int):
mem_size_ptr[0] = 0
return rocprof.ROCPROFILER_THREAD_TRACE_DECODER_STATUS_SUCCESS
try:
inst = detect_format(data := image[offset:]).from_bytes(data)
inst = decode_inst(image[offset:], arch=arch)
mem_size_ptr[0] = inst._size()
# this could be an error in our decode_inst
except (ValueError, AssertionError):
mem_size_ptr[0] = 0
return rocprof.ROCPROFILER_THREAD_TRACE_DECODER_STATUS_SUCCESS
@@ -105,14 +81,25 @@ def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int):
size_ptr[0] = min(5, max_sz - 1)
return rocprof.ROCPROFILER_THREAD_TRACE_DECODER_STATUS_SUCCESS
rocprof.rocprof_trace_decoder_parse_data(copy_cb, trace_cb, isa_cb, None)
exc = None
def worker():
nonlocal exc
try: rocprof.rocprof_trace_decoder_parse_data(copy_cb, trace_cb, isa_cb, None)
except Exception as e: exc = e
(t:=threading.Thread(target=worker, daemon=True)).start()
t.join(timeout=1)
if exc is not None: raise exc
if t.is_alive(): raise RuntimeError("rocprof decoder timeout")
return occupancy_records, wave_insts
class TestSQTTExamples(unittest.TestCase):
class SQTTExamplesTestBase(unittest.TestCase):
target: str
@classmethod
def setUpClass(cls):
if cls is SQTTExamplesTestBase: raise unittest.SkipTest("base class")
cls.examples = {}
for pkl_path in sorted(EXAMPLES_DIR.glob("*.pkl")):
for pkl_path in sorted((EXAMPLES_DIR/cls.target).glob("*.pkl")):
with open(pkl_path, "rb") as f:
data = pickle.load(f)
sqtt_events = [e for e in data if type(e).__name__ == "ProfileSQTTEvent"]
@@ -127,24 +114,26 @@ class TestSQTTExamples(unittest.TestCase):
for name, (events, *_) in self.examples.items():
for i, event in enumerate(events):
with self.subTest(example=name, event=i):
packets = decode(event.blob)
packets = list(decode(event.blob))
if DEBUG >= 2: print(f"\n=== {name} event {i} ==="); print_packets(packets)
self.assertGreater(len(packets), 0, f"no packets decoded from {name} event {i}")
self.assertIsInstance(packets[0], LAYOUT_HEADER, f"first packet should be LAYOUT_HEADER in {name}")
def test_packet_types_valid(self):
all_classes = set(PACKET_TYPES_L3.values()) | set(PACKET_TYPES_L4.values())
for name, (events, *_) in self.examples.items():
for i, event in enumerate(events):
with self.subTest(example=name, event=i):
for pkt in decode(event.blob):
self.assertIn(type(pkt), PACKET_TYPES, f"unknown packet type {type(pkt)} in {name}")
# Use isinstance to handle layout-specific subclasses (e.g., WAVESTART_L4)
self.assertTrue(any(isinstance(pkt, cls) for cls in all_classes), f"unknown packet type {type(pkt)} in {name}")
def test_wave_lifecycle(self):
for name, (events, *_) in self.examples.items():
if "empty" in name: continue
with self.subTest(example=name):
all_packets = [p for e in events for p in decode(e.blob)]
self.assertGreater(len([p for p in all_packets if isinstance(p, WAVESTART)]), 0, f"no WAVESTART in {name}")
self.assertGreater(len([p for p in all_packets if isinstance(p, (WAVESTART, WAVESTART_L4))]), 0, f"no WAVESTART in {name}")
self.assertGreater(len([p for p in all_packets if isinstance(p, WAVEEND)]), 0, f"no WAVEEND in {name}")
def test_time_monotonic(self):
@@ -159,13 +148,22 @@ class TestSQTTExamples(unittest.TestCase):
if "gemm" not in name: continue
with self.subTest(example=name):
all_packets = [p for e in events for p in decode(e.blob)]
self.assertGreater(len([p for p in all_packets if isinstance(p, INST)]), 0, f"no INST packets in {name}")
self.assertGreater(len([p for p in all_packets if isinstance(p, (INST, INST_L4))]), 0, f"no INST packets in {name}")
expected: dict[str, list[int]] = {} # override in subclasses
def test_packet_counts(self):
if not self.expected: self.skipTest("no expected packet counts for this target")
for name, (events, *_) in self.examples.items():
with self.subTest(example=name):
if not self.expected.get(name): continue
counts = [len(list(decode(e.blob))) for e in events]
self.assertEqual(counts, self.expected[name], f"packet count mismatch in {name}")
def test_rocprof_wave_times_match(self):
"""Wave start/end times must match rocprof exactly."""
for name, (events, lib, base) in self.examples.items():
with self.subTest(example=name):
occupancy, _ = run_rocprof_decoder([e.blob for e in events], lib, base)
occupancy, _ = run_rocprof_decoder([e.blob for e in events], lib, base, self.target)
# extract from rocprof occupancy records
roc_starts: dict[tuple[int, int, int], int] = {}
roc_waves: list[tuple[int, int]] = []
@@ -176,10 +174,9 @@ class TestSQTTExamples(unittest.TestCase):
# extract from our decoder
our_waves: list[tuple[int, int]] = []
for event in events:
packets = decode(event.blob)
wave_starts: dict[tuple[int, int, int], int] = {}
for p in packets:
if isinstance(p, WAVESTART): wave_starts[(p.wave, p.simd, p.cu)] = p._time
for p in decode(event.blob):
if isinstance(p, (WAVESTART, WAVESTART_L4)): wave_starts[(p.wave, p.simd, p.cu)] = p._time
elif isinstance(p, WAVEEND) and (key := (p.wave, p.simd, p.cu)) in wave_starts:
our_waves.append((wave_starts[key], p._time))
self.assertEqual(sorted(our_waves), sorted(roc_waves), f"wave times mismatch in {name}")
@@ -188,7 +185,7 @@ class TestSQTTExamples(unittest.TestCase):
"""Instruction times must match rocprof exactly (excluding s_endpgm)."""
for name, (events, lib, base) in self.examples.items():
with self.subTest(example=name):
_, wave_insts = run_rocprof_decoder([e.blob for e in events], lib, base)
_, wave_insts = run_rocprof_decoder([e.blob for e in events], lib, base, self.target)
# skip last inst per wave (s_endpgm) - it needs special handling (time + duration instead of time + stall)
roc_insts = [time + stall for insts in wave_insts for time, stall in insts[:-1]]
# extract from our decoder
@@ -196,11 +193,32 @@ class TestSQTTExamples(unittest.TestCase):
for event in events:
for p in decode(event.blob):
if isinstance(p, INST) and p.op not in OTHER_SIMD_OPS: our_insts.append(p._time)
elif isinstance(p, INST_L4) and p.op not in OTHER_SIMD_OPS_L4: our_insts.append(p._time)
elif isinstance(p, VALUINST): our_insts.append(p._time)
elif isinstance(p, IMMEDIATE): our_insts.append(p._time)
elif isinstance(p, IMMEDIATE_MASK):
for _ in range(bin(p.mask).count('1')): our_insts.append(p._time)
self.assertEqual(sorted(our_insts), sorted(roc_insts), f"instruction times mismatch in {name}")
class TestSQTTExamplesRDNA3(SQTTExamplesTestBase):
target = "gfx1100"
expected = {
"profile_empty_run_0": [1844, 1885, 1905, 1956, 1983, 1889],
"profile_empty_run_1": [1780, 1885, 1905, 1956, 1983, 1889],
"profile_gemm_run_0": [2656, 2025, 2045, 2096, 2123, 2029, 3183, 2019, 2039, 2090, 2117, 2023, 19119, 2013, 2033, 2084, 2111, 2017],
"profile_gemm_run_1": [2662, 2025, 2045, 2096, 2123, 2029, 3179, 2019, 2039, 2090, 2117, 2023, 19113, 2071, 2091, 2142, 2169, 2075],
"profile_plus_run_0": [1886, 2013, 2033, 2084, 2111, 2017],
"profile_plus_run_1": [1988, 2071, 2091, 2142, 2169, 2075],
}
class TestSQTTExamplesRDNA4(SQTTExamplesTestBase): target = "gfx1200"
# CDNA/MI300 (gfx950) uses a completely different 16-bit header packet format, not the nibble-based format.
# See decode_tt_header_stream in ghidra/librocprof-trace-decoder.c - it reads 16-bit headers and uses
# pkt_fmt = header & 0xf to look up packet_class (0x10=2bytes, 0x20=4bytes, 0x30=6bytes, 0x40=8bytes).
# This is NOT implemented yet - the nibble decoder produces garbage for CDNA data.
@unittest.skip("CDNA/MI300 uses 16-bit header format, not nibble-based - decoder not implemented")
class TestSQTTExamplesCDNA(SQTTExamplesTestBase):
target = "gfx950"
if __name__ == "__main__":
unittest.main()
+170
View File
@@ -0,0 +1,170 @@
"""Tests comparing sqtt.py PACKET_TYPES_L3/L4 against AMD's rocprof-trace-decoder binary."""
import unittest, struct, ctypes, pickle
from pathlib import Path
ROCPROF_LIB = Path("/usr/lib/librocprof-trace-decoder.so")
EXAMPLES_DIR = Path(__file__).parent.parent.parent.parent / "sqtt/examples"
def _find_segment(perms: str):
"""Find a segment of the loaded library with given permissions (e.g. 'rw-p', 'r--p')."""
with open('/proc/self/maps', 'r') as f:
for line in f:
if 'librocprof-trace-decoder.so' in line and f' {perms} ' in line:
parts = line.split()
return int(parts[0].split('-')[0], 16), int(parts[2], 16)
return None, None
def _read_array(file_offset: int, count: int):
"""Read an array of uint8 at file_offset from the loaded library."""
base, seg_offset = _find_segment('rw-p')
if base is None: return None
return list((ctypes.c_uint8 * count).from_address(base + (file_offset - seg_offset)))
def _load_lib():
if not ROCPROF_LIB.exists(): return False
ctypes.CDLL(str(ROCPROF_LIB))
return True
# ═══════════════════════════════════════════════════════════════════════════════
# RDNA EXTRACTION (nibble-based format)
# ═══════════════════════════════════════════════════════════════════════════════
def extract_bit_tables():
"""Extract bit budget tables. Returns (layout2, layout3, layout4) or None."""
if not _load_lib(): return None
return _read_array(0x2d220, 32), _read_array(0x2d280, 32), _read_array(0x2d2c0, 32)
def extract_delta_fields():
"""Extract delta bitfield tables. Returns (layout2, layout3, layout4) dicts mapping type_id -> (lo, hi)."""
if not _load_lib(): return None
ro_base, ro_offset = _find_segment('r--p')
if ro_base is None: return None
def read_table(file_offset, num_entries):
addr = ro_base + (file_offset - ro_offset)
data = bytes((ctypes.c_uint8 * (num_entries * 12)).from_address(addr))
return {type_id: (lo, hi) for j in range(0, len(data), 12)
for type_id, lo, hi in [struct.unpack('<III', data[j:j+12])] if type_id < 32}
return read_table(0x26800, 24), read_table(0x26dc0, 25), read_table(0x27300, 27)
def extract_packet_encodings():
"""Extract packet encodings. Returns (L2, L3, L4) dicts mapping type_id -> (mask, value)."""
if not _load_lib(): return None
rw_base, rw_offset = _find_segment('rw-p')
if rw_base is None: return None
# Read base encodings from registration vector at 0x2d340
vec_start = ctypes.c_void_p.from_address(rw_base + (0x2d340 - rw_offset)).value
vec_end = ctypes.c_void_p.from_address(rw_base + (0x2d348 - rw_offset)).value
base = {}
if vec_start and vec_end:
for i in range((vec_end - vec_start) // 32):
addr = vec_start + i * 32
type_id = ctypes.c_uint8.from_address(addr).value
pat_start = ctypes.c_void_p.from_address(addr + 8).value
pat_end = ctypes.c_void_p.from_address(addr + 16).value
if pat_start and pat_end and 0 < (n := pat_end - pat_start) <= 8:
pat = list((ctypes.c_uint8 * n).from_address(pat_start))
base[type_id] = (sum(1 << j for j in range(n)), sum(b << j for j, b in enumerate(pat)))
return {**base, 17: (0x7f, 0x51), 25: (0x7f, 0x31)}, base, {**base} # L2 has overrides
# ═══════════════════════════════════════════════════════════════════════════════
# CDNA EXTRACTION (16-bit header format)
# ═══════════════════════════════════════════════════════════════════════════════
def extract_cdna_packet_sizes():
"""Extract CDNA pkt_fmt -> size mapping by running rocprof decoder to populate its hash table."""
from extra.assembly.amd.test.test_sqtt_examples import run_rocprof_decoder
if not (pkl_path := next((EXAMPLES_DIR / "gfx950").glob("*.pkl"), None)): return None
with open(pkl_path, "rb") as f: data = pickle.load(f)
sqtt_events = [e for e in data if type(e).__name__ == "ProfileSQTTEvent"]
prg = next((e for e in data if type(e).__name__ == "ProfileProgramEvent"), None)
if not sqtt_events or not prg: return None
# Run decoder to trigger hash table initialization
run_rocprof_decoder([e.blob for e in sqtt_events], prg.lib, prg.base, "gfx950")
# Extract hash table: head at 0x2d4f0, nodes are 16 bytes (next[8], key[4], value[4])
rw_base, rw_offset = _find_segment('rw-p')
if not (head := ctypes.c_void_p.from_address(rw_base + (0x2d4f0 - rw_offset)).value if rw_base else None): return None
pkt_sizes, node, seen = {}, head, set()
while node and node not in seen and len(pkt_sizes) < 20:
seen.add(node)
key, val = ctypes.c_uint32.from_address(node + 8).value, ctypes.c_uint32.from_address(node + 12).value
if key < 16 and val in (0x10, 0x20, 0x30, 0x40): pkt_sizes[key] = {0x10: 2, 0x20: 4, 0x30: 6, 0x40: 8}[val]
node = ctypes.c_void_p.from_address(node).value
return pkt_sizes if len(pkt_sizes) == 16 else None
# ═══════════════════════════════════════════════════════════════════════════════
# TESTS
# ═══════════════════════════════════════════════════════════════════════════════
class TestSQTTMatchesBinary(unittest.TestCase):
def test_bit_counts_match_layout3(self): self._test_bit_counts(3)
def test_bit_counts_match_layout4(self): self._test_bit_counts(4)
def test_encodings_match_layout3(self): self._test_encodings(3)
def test_encodings_match_layout4(self): self._test_encodings(4)
def test_delta_fields_match_layout3(self): self._test_delta_fields(3)
def test_delta_fields_match_layout4(self): self._test_delta_fields(4)
def test_cdna_packet_sizes(self):
"""Extract and verify CDNA pkt_fmt -> size mapping from rocprof's hash table."""
if not (EXAMPLES_DIR / "gfx950").exists(): self.skipTest("no CDNA examples")
pkt_sizes = extract_cdna_packet_sizes()
self.assertIsNotNone(pkt_sizes, "failed to extract CDNA packet sizes")
from extra.assembly.amd.sqtt_cdna import CDNA_PKT_SIZES
for pkt_fmt, size in CDNA_PKT_SIZES.items():
with self.subTest(pkt_fmt=pkt_fmt): self.assertEqual(pkt_sizes.get(pkt_fmt), size)
def _test_bit_counts(self, layout: int):
if not (tables := extract_bit_tables()): self.skipTest("rocprof-trace-decoder not installed")
from extra.assembly.amd.sqtt import PACKET_TYPES_L3, PACKET_TYPES_L4
for type_id, pkt_cls in {3: PACKET_TYPES_L3, 4: PACKET_TYPES_L4}[layout].items():
with self.subTest(packet=pkt_cls.__name__):
self.assertEqual(pkt_cls._size_nibbles * 4, tables[layout - 2][type_id])
def _test_encodings(self, layout: int):
if not (encodings := extract_packet_encodings()): self.skipTest("rocprof-trace-decoder not installed")
from extra.assembly.amd.sqtt import PACKET_TYPES_L3, PACKET_TYPES_L4
for type_id, pkt_cls in {3: PACKET_TYPES_L3, 4: PACKET_TYPES_L4}[layout].items():
with self.subTest(packet=pkt_cls.__name__):
self.assertEqual((pkt_cls.encoding.mask, pkt_cls.encoding.default), encodings[layout - 2][type_id])
def _test_delta_fields(self, layout: int):
if not (deltas := extract_delta_fields()): self.skipTest("rocprof-trace-decoder not installed")
from extra.assembly.amd.sqtt import PACKET_TYPES_L3, PACKET_TYPES_L4
for type_id, pkt_cls in {3: PACKET_TYPES_L3, 4: PACKET_TYPES_L4}[layout].items():
if type_id not in deltas[layout - 2]: continue
delta = getattr(pkt_cls, 'delta', None)
actual = (0, 0) if delta is None else (delta.lo, delta.hi + 1)
with self.subTest(packet=pkt_cls.__name__): self.assertEqual(actual, deltas[layout - 2][type_id])
if __name__ == "__main__":
tables = extract_bit_tables()
encodings = extract_packet_encodings()
deltas = extract_delta_fields()
TYPE_NAMES = {1: 'VALUINST', 2: 'VMEMEXEC', 3: 'ALUEXEC', 4: 'IMMEDIATE', 5: 'IMMEDIATE_MASK', 6: 'WAVERDY',
7: 'TS_DELTA_S8_W3', 8: 'WAVEEND', 9: 'WAVESTART', 10: 'TS_DELTA_S5_W2', 11: 'WAVEALLOC', 12: 'TS_DELTA_S5_W3',
13: 'PERF', 14: 'UTILCTR', 15: 'TS_DELTA_SHORT', 16: 'NOP', 17: 'TS_WAVE_STATE', 18: 'EVENT', 19: 'EVENT_BIG',
20: 'REG', 21: 'SNAPSHOT', 22: 'TS_DELTA_OR_MARK', 23: 'LAYOUT_HEADER', 24: 'INST', 25: 'UNK_25'}
print("L2:", tables[0], "\nL3:", tables[1], "\nL4:", tables[2])
if encodings and tables:
print(f"\n{'TypeID':>6} {'Name':>18} {'L2 enc':>12} {'L3 enc':>12} {'L4 enc':>12} {'L2':>4} {'L3':>4} {'L4':>4} {'L2 delta':>12} {'L3 delta':>12} {'L4 delta':>12}")
print("-" * 140)
for type_id in sorted(set(encodings[0]) | set(encodings[1]) | set(encodings[2])):
name = TYPE_NAMES.get(type_id, f'UNK_{type_id}')
bits = [tables[i][type_id] if type_id < len(tables[i]) else 0 for i in range(3)]
enc_strs = [f"0x{encodings[i][type_id][0]:02x}/0x{encodings[i][type_id][1]:02x}" if type_id in encodings[i] else "-" for i in range(3)]
delta_strs = [f"[{d[1]-1}:{d[0]}]" if (d := deltas[i].get(type_id, (0, 0)))[1] > d[0] else "-" for i in range(3)]
print(f"{type_id:6d} {name:>18} {enc_strs[0]:>12} {enc_strs[1]:>12} {enc_strs[2]:>12} {bits[0]:4d} {bits[1]:4d} {bits[2]:4d} {delta_strs[0]:>12} {delta_strs[1]:>12} {delta_strs[2]:>12}")
cdna = extract_cdna_packet_sizes()
if cdna: print(f"\nCDNA packet sizes: {cdna}")
unittest.main()
+1 -2
View File
@@ -67,12 +67,11 @@ def export_model_clang(functions:Dict[str,str], statements:Dict[str,Tuple[str,in
forward_args = ",".join(f"{dtype}{'*' if name not in symbolic_vars.values() else ''} {name}" for name,dtype,_ in (outputs+inputs if wasm else inputs+outputs))
if not wasm:
thread_id = 0 # NOTE: export does not support threading, thread_id is always 0
for name,cl in bufs_to_save.items():
weight = ''.join(["\\x%02X"%x for x in bytes(to_mv(cl._buf.va_addr, cl._buf.size))])
cprog.append(f"unsigned char {name}_data[] = \"{weight}\";")
cprog += [f"{dtype_map[dtype]} {name}[{len}];" if name not in bufs_to_save else f"{dtype_map[dtype]} *{name} = ({dtype_map[dtype]} *){name}_data;" for name,(len,dtype,_key) in bufs.items() if name not in input_names+output_names]
cprog += [f"void net({forward_args}) {{"] + [f"{name}({', '.join(args)}, {thread_id});" for (name, args, _global_size, _local_size) in statements] + ["}"]
cprog += [f"void net({forward_args}) {{"] + [f"{name}({', '.join(args)});" for (name, args, _global_size, _local_size) in statements] + ["}"]
return '\n'.join(headers + cprog)
else:
if bufs_to_save:
+181 -290
View File
@@ -6,14 +6,15 @@
# Workgroup: 128 threads (arranged as 32x4 for coalesced memory access)
# Inner loop: 8 iterations per K-block, processing 8 columns of A and 8 rows of B
#
# Accumulators: 128 vgprs (v[2-117], v[120-124], v[126-129], v[131-133])
# Accumulators: 128 vgprs (v[2-129])
import numpy as np
from pathlib import Path
from tinygrad import Tensor, Device, Context, GlobalCounters
from tinygrad.uop.ops import UOp, Ops, KernelInfo
from tinygrad.helpers import getenv, colored
from tinygrad.engine.realize import Runner, Estimates, ExecItem
from extra.assembly.amd.dsl import s, v, VCC_LO, RawImm, EXEC_LO
from tinygrad.engine.realize import Estimates
from extra.assembly.amd.dsl import s, v, VCC_LO, NULL
from extra.assembly.amd.autogen.rdna3.ins import *
# =============================================================================
@@ -26,30 +27,25 @@ LDS_B_STRIDE = 0x200 # LDS stride for B tile (512 bytes)
LDS_BASE_OFFSET = 0x1080 # Base LDS offset for tiles
ADDR_MASK = 0x3fffff80 # Address alignment mask
# s_waitcnt encodings: wait for memory operations to complete
WAIT_LGKM = 64519 # wait for LDS/GDS/KMEM (lgkm_cnt=0)
WAIT_ALL = 0 # wait for everything
WAIT_VMEM = 1015 # wait for VMEM only (vm_cnt=0, lgkm_cnt=63)
# =============================================================================
# Named register assignments (VGPRs) - COMPACT LAYOUT
# Named register assignments (VGPRs)
# =============================================================================
V_LANE_ID_MOD8 = 214 # lane_id & 7 (column within 8-wide tile chunk)
V_OUTPUT_ROW = 131 # output row coordinate
V_LANE_MOD8_X4 = 134 # V_LANE_ID_MOD8 << 2 (byte offset)
V_LANE_DIV8_X4 = 135 # (lane_id >> 3) << 2
V_ADDR_HI_ZERO = 136 # always 0 (for 64-bit address high bits)
V_LDS_A_BASE = 133 # LDS A-tile base address for inner loop (in ACC_RESERVED gap)
V_LDS_B_BASE = 130 # LDS B-tile base address for inner loop (in ACC_RESERVED gap)
V_GLOBAL_A_ADDR = 131 # global memory A prefetch address (reuses V_OUTPUT_ROW slot during main loop)
V_GLOBAL_B_ADDR = 154 # global memory B prefetch address
V_LANE_ID = 0 # lane_id set on startup
# Use tile gaps (v146-159) for named regs to minimize max VGPR
V_LANE_ID_MOD8 = 146 # lane_id & 7
V_LANE_MOD8_X4 = 147 # (lane_id & 7) << 2
V_LANE_DIV8_X4 = 150 # ((lane_id >> 3) & 3) << 2
V_LDS_B_BASE = 151 # LDS B-tile base address for inner loop
V_LDS_A_BASE = 154 # LDS A-tile base address for inner loop
V_GLOBAL_A_ADDR = 155 # global memory A prefetch address
V_GLOBAL_B_ADDR = 158 # global memory B prefetch address
V_LDS_A_ADDR = 159 # single base register for A stores
V_LDS_B_ADDR = 162 # single base register for B stores
# LDS tile register destinations - SEPARATE from DATA to avoid overlap
# DATA regs (v155-170) receive global prefetch
# A on banks 2-3, B on banks 0-1 to avoid bank conflicts in VOPD
# This layout matches kernel8's optimization for VGPR cache utilization
V_A_TILE_REGS = [186, 190, 194, 198] # A tile: banks 2,2,2,2 (186%4=2, 190%4=2, etc.)
V_B_TILE_REGS = [184, 188, 192, 196, 200, 204, 208, 212] # B tile: banks 0,0,0,0,0,0,0,0
V_A_TILE_REGS = [130, 134, 138, 142] # A tile: banks 2,2,2,2 (130%4=2, etc.)
V_B_TILE_REGS = [132, 136, 140, 144, 148, 152, 156, 160] # B tile: banks 0,0,0,0,0,0,0,0
# =============================================================================
# Named register assignments (SGPRs)
@@ -59,14 +55,11 @@ S_TILE_X = 2 # workgroup_x << 7
S_TILE_Y = 3 # workgroup_y << 7
S_DIM_N = 4 # matrix dimension N
S_LOOP_BOUND = 7 # K-8 (loop termination bound)
S_A_PTR = (8, 9) # A matrix base pointer
S_B_PTR = (10, 11) # B matrix base pointer
S_LOOP_CTR = 12 # loop counter (increments by 8)
S_PREFETCH_FLAG = 13 # prefetch condition flag / row stride in epilogue
S_WORKGROUP_X = 14 # workgroup_id_x
S_WORKGROUP_Y = 15 # workgroup_id_y
# Kernarg load destinations (before copy to working regs)
S_KERNARG_OUT = (16, 17) # output pointer from kernarg
# Kernarg load destinations
S_KERNARG_A = (20, 21) # A pointer from kernarg
S_KERNARG_B = (22, 23) # B pointer from kernarg
# Prefetch base pointers (8 pairs each, 16KB/256KB apart)
@@ -101,8 +94,6 @@ FMAC_PAIR_ORDER = [
def derive_fmac_pattern(acc_grid, a_tile_regs=None, b_tile_regs=None):
"""Generate 64 dual FMAC ops from accumulator grid with optimized iteration order."""
if a_tile_regs is None: a_tile_regs = V_A_TILE_REGS
if b_tile_regs is None: b_tile_regs = V_B_TILE_REGS
pattern = []
for idx, (a_pair, b_pair) in enumerate(FMAC_PAIR_ORDER):
a_even, a_odd = a_pair * 2, a_pair * 2 + 1
@@ -121,14 +112,14 @@ def derive_fmac_pattern(acc_grid, a_tile_regs=None, b_tile_regs=None):
return pattern
# Derived: 64 dual FMAC operations
FMAC_PATTERN = derive_fmac_pattern(ACC_GRID)
FMAC_PATTERN = derive_fmac_pattern(ACC_GRID, V_A_TILE_REGS, V_B_TILE_REGS)
def derive_permute_swaps(acc_grid, out_regs):
"""Derive swap sequence to permute accumulators from FMAC layout to output order.
After FMAC loop: acc_grid[a][b] holds C[a,b]
Output order: for row_half in 0,1; col_group in 0-3; row_in_group in 0-3; b_off in 0-3
-> need C[row_half*4 + row_in_group, col_group*4 + b_off] in descending reg order
-> need C[row_half*4 + row_in_group, col_group*4 + b_off] in specified reg order
"""
def target_ab(i):
row_half, col_group = i // 64, (i // 16) % 4
@@ -151,90 +142,69 @@ def derive_permute_swaps(acc_grid, out_regs):
return swaps
# Derived: swap sequence to arrange accumulators for output
OUT_REGS = list(range(129, 1, -1))
# Each group of 4 registers is ascending for direct global_store_b128
OUT_REGS = [r for i in range(32) for r in range(126 - i*4, 130 - i*4)]
PERMUTE_SWAPS = derive_permute_swaps(ACC_GRID, OUT_REGS)
# =============================================================================
# LDS tile staging registers - COMPACT LAYOUT
# LDS tile staging registers
# =============================================================================
# DATA regs receive contiguous global prefetch, then write to LDS
# TILE regs receive scattered LDS loads (ds_load_b64 pairs), then feed FMACs
# These are SEPARATE - DATA lives during prefetch/store, TILE lives during inner loop
V_LDS_A_ADDR = 153 # single base register for A stores (use +512 offsets)
V_LDS_A_DATA = list(range(155, 163)) # 8 data registers for A prefetch (v155-162)
V_LDS_B_ADDR = 145 # single base register for B stores (use 16-bit offsets)
V_LDS_B_DATA = list(range(163, 171)) # 8 data registers for B prefetch (v163-170)
# Contiguous layout with mod4=[3,0,1,2,3,0,1,2] for bank conflict avoidance
V_LDS_A_DATA = [163, 164, 165, 166, 167, 168, 169, 170]
V_LDS_B_DATA = [171, 172, 173, 174, 175, 176, 177, 178]
# Initial tile prefetch: (vdst, saddr_lo) - load into A data regs using B prefetch pointers (s[24:31])
INIT_PREFETCH = [(V_LDS_A_DATA[i], S_PREFETCH_B+2*i) for i in range(4)]
# Global memory prefetch schedule: (vdst1, vdst2, addr_vreg, saddr_lo1, saddr_lo2)
# First 2 pairs from B prefetch pointers (s[32:39]), next 4 pairs from A prefetch pointers (s[40:55])
PREFETCH_LOADS = [(V_LDS_A_DATA[4+2*i], V_LDS_A_DATA[4+2*i+1], V_GLOBAL_B_ADDR, S_PREFETCH_B+8+4*i, S_PREFETCH_B+10+4*i) for i in range(2)] + \
[(V_LDS_B_DATA[2*(i-2)], V_LDS_B_DATA[2*(i-2)+1], V_GLOBAL_A_ADDR, S_PREFETCH_A+4*(i-2), S_PREFETCH_A+2+4*(i-2)) for i in range(2, 6)]
# Initial tile prefetch: (vdst, saddr_lo) - load into A data regs using B prefetch pointers (s[24:31])
INIT_PREFETCH = [(V_LDS_A_DATA[i], S_PREFETCH_B+2*i) for i in range(4)]
# Initial tile loads: (vdst, addr_lo) pairs - use temp regs in accumulator gaps
INIT_TILE_LOADS = [(23,5),(24,9),(25,7),(26,2),(27,11),(28,13),(29,6),(30,8),(31,10),(12,12),(13,14),(3,2),(4,4),(5,8),(6,6),(7,10)]
# A matrix row offset registers (scattered to avoid accumulator conflicts)
ROW_REGS = list(range(137, 145)) # v137-v144 (8 regs)
# =============================================================================
# Kernel class
# =============================================================================
class Kernel:
def __init__(self, arch='gfx1100'):
self.instructions, self.labels, self.branch_targets, self.arch = [], {}, {}, arch
def __init__(self, arch='gfx1100'): self.instructions, self.labels, self.pos, self.arch = [], {}, 0, arch
def label(self, name): self.labels[name] = self.pos
def emit(self, inst): self.instructions.append(inst); return inst
def label(self, name): self.labels[name] = len(self.instructions)
def branch_to(self, label): self.branch_targets[len(self.instructions) - 1] = label
def add64(self, dst_lo, dst_hi, src_lo, src_hi, off):
"""s[dst_lo:dst_hi] = s[src_lo:src_hi] + off"""
if off: self.emit(s_add_u32(s[dst_lo], s[src_lo], off)); self.emit(s_addc_u32(s[dst_hi], s[src_hi], 0))
elif dst_lo != src_lo: self.emit(s_mov_b64(s[dst_lo:dst_hi], s[src_lo:src_hi]))
def global_load(self, vdst, addr, saddr=None):
"""Global load b32"""
self.emit(global_load_b32(vdst=v[vdst], addr=v[addr:addr+1],
saddr=s[saddr:saddr+2] if saddr else RawImm(124)))
def emit(self, inst, target=None):
self.instructions.append(inst)
inst._target, inst._pos = target, self.pos
self.pos += inst.size()
return inst
def waitcnt(self, lgkm=None, vm=None):
"""Wait for memory operations. lgkm=N waits until N lgkm ops remain, vm=N waits until N vmem ops remain."""
from extra.assembly.amd.asm import waitcnt as encode_waitcnt
if lgkm == 0 and vm is None: self.emit(s_waitcnt(simm16=WAIT_LGKM))
elif vm == 0 and lgkm is None: self.emit(s_waitcnt(simm16=WAIT_VMEM))
elif lgkm == 0 and vm == 0: self.emit(s_waitcnt(simm16=WAIT_ALL))
elif vm is not None and lgkm is None:
self.emit(s_waitcnt(simm16=encode_waitcnt(vmcnt=vm, expcnt=7, lgkmcnt=63)))
elif lgkm is not None and vm is None:
self.emit(s_waitcnt(simm16=encode_waitcnt(vmcnt=63, expcnt=7, lgkmcnt=lgkm)))
else: raise ValueError(f"unsupported waitcnt: lgkm={lgkm}, vm={vm}")
def barrier(self): self.emit(s_barrier())
vmcnt, lgkmcnt, expcnt = vm if vm is not None else 63, lgkm if lgkm is not None else 63, 7
waitcnt = (expcnt & 0x7) | ((lgkmcnt & 0x3f) << 4) | ((vmcnt & 0x3f) << 10)
self.emit(s_waitcnt(simm16=waitcnt))
def to_asm(self):
import re
# Instruction stream with labels
label_at = {pos: name for name, pos in self.labels.items()}
body = []
for i, inst in enumerate(self.instructions):
if i in label_at: body.append(f'.{label_at[i]}:')
asm = inst.disasm()
if i in self.branch_targets:
asm = re.sub(r'(s_cbranch_\w+|s_branch)\s+\S+', rf'\1 .{self.branch_targets[i]}', asm)
body.append('\t' + asm)
# Patch branch offsets: simm16 = (target_pos - branch_end_pos) / 4
for inst in self.instructions:
if inst._target is None: continue
offset_dwords = (self.labels[inst._target] - inst._pos - inst.size()) // 4
if not -32768 <= offset_dwords <= 32767: raise ValueError(f"branch to '{inst._target}' offset {offset_dwords} exceeds simm16 range")
inst.simm16 = offset_dwords
# TODO: replace this with direct ELF
body = ['\t' + inst.disasm() for inst in self.instructions]
# limit wave occupancy by using more LDS
lds_size = max(LDS_SIZE, 65536//getenv("LIMIT_OCC", 65536))
# HSA kernel descriptor attributes (zeros included for compatibility)
hsa = [
('group_segment_fixed_size', LDS_SIZE), ('private_segment_fixed_size', 0), ('kernarg_size', 36),
('group_segment_fixed_size', lds_size), ('private_segment_fixed_size', 0), ('kernarg_size', 36),
('user_sgpr_count', 14), ('user_sgpr_dispatch_ptr', 0), ('user_sgpr_queue_ptr', 0),
('user_sgpr_kernarg_segment_ptr', 1), ('user_sgpr_dispatch_id', 0), ('user_sgpr_private_segment_size', 0),
('wavefront_size32', 1), ('uses_dynamic_stack', 0), ('enable_private_segment', 0),
('system_sgpr_workgroup_id_x', 1), ('system_sgpr_workgroup_id_y', 1), ('system_sgpr_workgroup_id_z', 0),
('system_sgpr_workgroup_info', 0), ('system_vgpr_workitem_id', 0), ('next_free_vgpr', 214),
('system_sgpr_workgroup_info', 0), ('system_vgpr_workitem_id', 0), ('next_free_vgpr', 179),
('next_free_sgpr', 16), ('float_round_mode_32', 0), ('float_round_mode_16_64', 0),
('float_denorm_mode_32', 3), ('float_denorm_mode_16_64', 3), ('dx10_clamp', 1), ('ieee_mode', 1),
('fp16_overflow', 0), ('workgroup_processor_mode', 0), ('memory_ordered', 1), ('forward_progress', 0),
@@ -249,10 +219,10 @@ class Kernel:
'\t.end_amdhsa_kernel', '\t.text', '.Lfunc_end0:', '\t.size\tkernel, .Lfunc_end0-kernel',
'\t.amdgpu_metadata', '---', 'amdhsa.kernels:', ' - .args:',
*[f' - .address_space: global\n .offset: {i*8}\n .size: 8\n .value_kind: global_buffer' for i in range(3)],
f' .group_segment_fixed_size: {LDS_SIZE}', ' .kernarg_segment_align: 8',
f' .group_segment_fixed_size: {lds_size}', ' .kernarg_segment_align: 8',
' .kernarg_segment_size: 24', ' .max_flat_workgroup_size: 128', ' .name: kernel',
' .private_segment_fixed_size: 0', ' .sgpr_count: 60', ' .symbol: kernel.kd',
' .vgpr_count: 214', ' .wavefront_size: 32', f'amdhsa.target: amdgcn-amd-amdhsa--{self.arch}',
' .vgpr_count: 179', ' .wavefront_size: 32', f'amdhsa.target: amdgcn-amd-amdhsa--{self.arch}',
'amdhsa.version:', ' - 1', ' - 2', '...', '\t.end_amdgpu_metadata'])
@@ -266,173 +236,87 @@ def build_kernel(arch='gfx1100'):
# ===========================================================================
# PROLOGUE: Load kernel arguments, compute tile coordinates and addresses
# ===========================================================================
k.emit(s_load_b128(sdata=s[S_KERNARG_A[0]:S_KERNARG_B[1]], sbase=s[0:1], offset=0x0, soffset=RawImm(124)))
k.emit(s_load_b64(sdata=s[S_KERNARG_OUT[0]:S_KERNARG_OUT[1]], sbase=s[0:1], offset=0x10, soffset=RawImm(124)))
k.emit(s_load_b128(sdata=s[S_KERNARG_A[0]:S_KERNARG_B[1]], sbase=s[0:1], offset=0x0, soffset=NULL))
k.emit(s_load_b64(sdata=s[S_OUT_PTR[0]:S_OUT_PTR[1]], sbase=s[0:1], offset=0x10, soffset=NULL))
k.emit(s_mov_b32(s[S_DIM_N], MATRIX_DIM))
k.emit(s_mov_b32(s[S_LOOP_CTR], 0)) # used by LDS swizzle, always 0 for valid workgroups
k.emit(s_lshl_b32(s[S_TILE_X], s[S_WORKGROUP_X], 7))
k.emit(s_lshl_b32(s[S_TILE_Y], s[S_WORKGROUP_Y], 7))
# Lane-derived values
k.emit(v_and_b32_e32(v[V_LANE_ID_MOD8], 7, v[0]))
k.emit(v_lshrrev_b32_e32(v[4], 3, v[0]))
k.emit(v_or_b32_e32(v[1], s[S_TILE_X], v[0]))
k.emit(v_and_b32_e32(v[V_LANE_ID_MOD8], 7, v[V_LANE_ID]))
k.emit(v_lshrrev_b32_e32(v[4], 3, v[V_LANE_ID]))
k.emit(v_or_b32_e32(v[1], s[S_TILE_X], v[V_LANE_ID]))
k.emit(v_or_b32_e32(v[22], s[S_TILE_Y], v[4]))
k.emit(v_lshlrev_b32_e32(v[V_LANE_MOD8_X4], 2, v[V_LANE_ID_MOD8]))
k.emit(v_mov_b32_e32(v[2], 0)) # v[1] always positive, sign extension is 0
k.emit(v_lshlrev_b64(v[5:6], 2, v[1:2]))
k.waitcnt(lgkm=0)
# Copy pointers to working registers
k.emit(s_mov_b64(s[S_OUT_PTR[0]:S_OUT_PTR[1]], s[S_KERNARG_OUT[0]:S_KERNARG_OUT[1]]))
k.emit(s_mov_b64(s[S_A_PTR[0]:S_A_PTR[1]], s[S_KERNARG_A[0]:S_KERNARG_A[1]]))
k.emit(s_mov_b64(s[S_B_PTR[0]:S_B_PTR[1]], s[S_KERNARG_B[0]:S_KERNARG_B[1]]))
# Compute 8 A and B matrix tile base pointers for prefetch
for i in range(8): k.add64(S_PREFETCH_B + i*2, S_PREFETCH_B + i*2 + 1, S_KERNARG_B[0], S_KERNARG_B[1], i * 0x4000) # B: 16KB apart
for i in range(8): k.add64(S_PREFETCH_A + i*2, S_PREFETCH_A + i*2 + 1, S_KERNARG_A[0], S_KERNARG_A[1], i * 0x40000) # A: 256KB apart
k.emit(s_mov_b64(s[S_PREFETCH_B:S_PREFETCH_B+1], s[S_KERNARG_B[0]:S_KERNARG_B[1]])) # B[0]: no offset
for i in range(1, 8): # B: 16KB apart
k.emit(s_add_u32(s[S_PREFETCH_B+i*2], s[S_KERNARG_B[0]], i * 0x4000))
k.emit(s_addc_u32(s[S_PREFETCH_B+i*2+1], s[S_KERNARG_B[1]], 0))
k.emit(s_mov_b64(s[S_PREFETCH_A:S_PREFETCH_A+1], s[S_KERNARG_A[0]:S_KERNARG_A[1]])) # A[0]: no offset
for i in range(1, 8): # A: 256KB apart
k.emit(s_add_u32(s[S_PREFETCH_A+i*2], s[S_KERNARG_A[0]], i * 0x40000))
k.emit(s_addc_u32(s[S_PREFETCH_A+i*2+1], s[S_KERNARG_A[1]], 0))
# Global prefetch addresses: B = (tile_x + lane_id) * 4, A = ((tile_y << 12) + (lane_id/8)*4K + lane_id%8) * 4
k.emit(v_add_nc_u32_e32(v[V_GLOBAL_B_ADDR], s[S_TILE_X], v[0]))
k.emit(v_add_nc_u32_e32(v[V_GLOBAL_B_ADDR], s[S_TILE_X], v[V_LANE_ID]))
k.emit(v_lshlrev_b32_e32(v[V_GLOBAL_B_ADDR], 2, v[V_GLOBAL_B_ADDR]))
k.emit(s_lshl_b32(s[19], s[S_TILE_Y], 12))
k.emit(v_lshl_add_u32(v[V_GLOBAL_A_ADDR], v[4], 12, v[V_LANE_ID_MOD8])) # (lane_id/8)*4K + lane_id%8
k.emit(v_add_nc_u32_e32(v[V_GLOBAL_A_ADDR], s[19], v[V_GLOBAL_A_ADDR]))
k.emit(v_lshlrev_b32_e32(v[V_GLOBAL_A_ADDR], 2, v[V_GLOBAL_A_ADDR]))
# ===========================================================================
# Tile address computation for initial A/B matrix loads
# ===========================================================================
k.emit(s_lshl_b32(s[S_LOOP_BOUND], s[S_DIM_N], 4)) # row stride = 16*N
k.emit(v_mul_lo_u32(v[ROW_REGS[0]], v[22], s[S_DIM_N])) # A matrix row offsets
for i in range(1, 8): k.emit(v_add_nc_u32_e32(v[ROW_REGS[i]], s[S_LOOP_BOUND], v[ROW_REGS[i-1]]))
def addr64(dst, base_s): # 64-bit address: v[dst:dst+1] = s[base_s:base_s+1] + v[dst]*4
k.emit(v_mov_b32_e32(v[dst+1], 0)) # offset always positive, sign ext = 0
k.emit(v_lshlrev_b64(v[dst:dst+1], 2, v[dst:dst+1]))
k.emit(v_add_co_u32(v[dst], VCC_LO, s[base_s], v[dst]))
k.emit(v_add_co_ci_u32_e32(v[dst+1], s[base_s+1], v[dst+1]))
def b_addr(dst, mult, tmp=None): # B address for col + mult*N
tmp = tmp if tmp is not None else dst
k.emit(v_mad_u32_u24(v[tmp], s[S_DIM_N], mult, v[1]))
if tmp != dst:
k.emit(v_mov_b32_e32(v[tmp+1], 0)) # offset always positive
k.emit(v_lshlrev_b64(v[dst:dst+1], 2, v[tmp:tmp+1]))
k.emit(v_add_co_u32(v[dst], VCC_LO, s[S_B_PTR[0]], v[dst]))
k.emit(v_add_co_ci_u32_e32(v[dst+1], s[S_B_PTR[1]], v[dst+1]))
else: addr64(dst, S_B_PTR[0])
def a_addr(dst, row_reg, tmp): # A address for row_reg + lane_id_mod8
k.emit(v_add_nc_u32_e32(v[tmp], v[row_reg], v[V_LANE_ID_MOD8]))
k.emit(v_mov_b32_e32(v[tmp+1], 0)) # offset always positive
k.emit(v_lshlrev_b64(v[dst:dst+1], 2, v[tmp:tmp+1]))
k.emit(v_add_co_u32(v[dst], VCC_LO, s[S_A_PTR[0]], v[dst]))
k.emit(v_add_co_ci_u32_e32(v[dst+1], s[S_A_PTR[1]], v[dst+1]))
# Batch 1: B addresses (cols 0-5) and loads
k.emit(v_add_co_u32(v[5], VCC_LO, s[S_B_PTR[0]], v[5]))
k.emit(v_add_co_ci_u32_e32(v[6], s[S_B_PTR[1]], v[6]))
for dst, mult in [(9,1), (7,2), (2,3), (11,4), (13,5)]: b_addr(dst, mult)
k.emit(s_clause(simm16=5)) # 6 consecutive global loads
for vdst, addr in INIT_TILE_LOADS[:6]: k.global_load(vdst, addr)
# Batch 2: A addresses (rows 0-4) and loads
for dst, ri in [(6,0), (8,1), (10,2), (12,3), (14,4)]:
k.emit(v_add_nc_u32_e32(v[dst], v[ROW_REGS[ri]], v[V_LANE_ID_MOD8]))
addr64(dst, S_A_PTR[0])
k.emit(s_clause(simm16=4)) # 5 consecutive global loads
for vdst, addr in INIT_TILE_LOADS[6:11]: k.global_load(vdst, addr)
# Batch 3: B cols 6-7, A rows 5-7, and loads
for dst, mult, tmp in [(2,6,15), (4,7,4)]: b_addr(dst, mult, tmp)
for dst, ri, tmp in [(8,5,16), (6,6,18), (10,7,20)]: a_addr(dst, ROW_REGS[ri], tmp)
k.emit(s_clause(simm16=4)) # 5 consecutive global loads
for vdst, addr in INIT_TILE_LOADS[11:]: k.global_load(vdst, addr)
# Do initial loads
for vdst, saddr_lo in INIT_PREFETCH:
k.emit(global_load_b32(vdst=v[vdst], addr=v[V_GLOBAL_B_ADDR], saddr=s[saddr_lo:saddr_lo+1]))
for iter in range(6):
vdst1, vdst2, addr, slo1, slo2 = PREFETCH_LOADS[iter]
k.emit(global_load_b32(vdst=v[vdst1], addr=v[addr], saddr=s[slo1:slo1+1]))
k.emit(global_load_b32(vdst=v[vdst2], addr=v[addr], saddr=s[slo2:slo2+1]))
# ===========================================================================
# LDS store address computation (bank-conflict-avoiding swizzle)
# ===========================================================================
# This section computes LDS store addresses with a swizzle pattern to avoid bank conflicts.
# Key outputs:
# v[8]: A-tile initial store base (used only for initial stores with stride64)
# V_LDS_B_ADDR (v145): B-tile store base (used for both initial and main loop)
# V_LANE_DIV8_X4 (v135): (lane_id >> 3) << 2 for epilogue
#
# The swizzle ensures that threads in the same wavefront write to different LDS banks.
# Formula: swizzled_addr = base + (lane_id & 7) * LDS_A_STRIDE + swizzle_offset
# where swizzle_offset depends on (lane_id >> 3) to distribute across banks.
# v[22] = tile_y | (lane_id >> 3) from prologue, used as base for row offsets
# Compute 7 row offsets for B-tile rows 1-7 (row 0 computed separately in v[9])
k.emit(v_add_nc_u32_e32(v[9], s[S_LOOP_CTR], v[22])) # row 0 base (S_LOOP_CTR=0)
for i in range(7): k.emit(v_or_b32_e32(v[10 + i if i < 2 else 12 + i], 16 * (i + 1), v[22])) # rows 1-7
# Extract sign bit of workgroup_x (always 0 for valid workgroups, used for masking)
k.emit(s_bfe_i32(s[S_LOOP_BOUND], s[S_WORKGROUP_X], 0x10018))
k.emit(v_add_nc_u32_e32(v[9], s[S_LOOP_CTR], v[22])) # row 0 base
k.emit(v_and_b32_e32(v[9], ADDR_MASK, v[9]))
k.emit(s_lshr_b32(s[S_LOOP_BOUND], s[S_LOOP_BOUND], 25))
# Compute masked row offsets for bank conflict avoidance pattern
# Pattern: v[row] = row_val - (row_val & ADDR_MASK) extracts lower bits
k.emit(v_add_nc_u32_e32(v[19], s[S_LOOP_CTR], v[10]))
k.emit(v_add_nc_u32_e32(v[8], s[S_LOOP_BOUND], v[1])) # A-tile base computation
for d, r in zip([20, 21, 32, 33, 34, 35], [11, 14, 15, 16, 17, 18]):
k.emit(v_add_nc_u32_e32(v[d], s[S_LOOP_CTR], v[r]))
k.emit(v_and_b32_e32(v[8], ADDR_MASK, v[8]))
k.emit(v_sub_nc_u32_e32(v[9], v[22], v[9])) # row 0 swizzle offset
for d, s_ in zip([19, 20, 21, 22, 32, 33, 34], [20, 21, 22, 32, 33, 34, 35]):
k.emit(v_and_b32_e32(v[d], ADDR_MASK, v[s_]))
k.emit(v_sub_nc_u32_e32(v[8], v[1], v[8])) # A-tile swizzle
# Apply swizzle offsets and scale to byte offsets
k.emit(v_lshlrev_b32_e32(v[9], 2, v[9])) # row 0 offset * 4
for r, t in zip([10, 11, 14, 15, 16, 17, 18], [19, 20, 21, 22, 32, 33, 34]):
k.emit(v_sub_nc_u32_e32(v[r], v[r], v[t])) # rows 1-7 swizzle
k.emit(v_bfe_u32(v[2], v[0], 3, 2)) # v[2] = (lane_id >> 3) & 3
k.emit(v_lshlrev_b32_e32(v[8], 2, v[8])) # A-tile base * 4
# Compute B-tile base address: LDS_A_STRIDE * (lane_id % 8) + row0_offset
k.emit(v_lshlrev_b32_e32(v[9], 2, v[9])) # * 4
k.emit(v_mad_u32_u24(v[V_LDS_B_ADDR], LDS_A_STRIDE, v[V_LANE_ID_MOD8], v[9]))
# Scale row offsets 1-7 to byte offsets (row 0 already in v[9])
for d, r in zip([9, 10, 11, 14, 15, 16, 17], [10, 11, 14, 15, 16, 17, 18]):
k.emit(v_lshlrev_b32_e32(v[d], 2, v[r]))
# For V_LDS_A_BASE and epilogue
k.emit(v_bfe_u32(v[2], v[V_LANE_ID], 3, 2)) # v[2] = (lane_id >> 3) & 3
k.emit(v_lshlrev_b32_e32(v[V_LANE_DIV8_X4], 2, v[2]))
k.emit(v_add_nc_u32_e32(v[8], 0x80, v[8])) # A-tile initial store base + 128
# Store initial tile data to LDS
k.waitcnt(vm=0)
for i, (d0, d1) in enumerate([(0,1), (2,3), (4,5), (11,12)]):
k.emit(ds_store_2addr_stride64_b32(addr=v[8], data0=v[INIT_TILE_LOADS[d0][0]], data1=v[INIT_TILE_LOADS[d1][0]], offset0=16+i*4, offset1=18+i*4))
# B stores: single base with offsets 0,64,128,192,256,320,384,448
for i, idx in enumerate([6,7,8,9,10,13,14,15]):
offset = i * 64
k.emit(ds_store_b32(addr=v[V_LDS_B_ADDR], data0=v[INIT_TILE_LOADS[idx][0]], offset0=offset & 0xFF, offset1=offset >> 8))
k.waitcnt(lgkm=0)
k.barrier()
# ===========================================================================
# INIT: Compute LDS base addresses, then zero accumulators
# ===========================================================================
# v[3] = v[1] & 0x7F (lower 7 bits) since S_LOOP_BOUND=0 for valid workgroups
# Compute LDS load/store base addresses for inner loop
k.emit(v_lshlrev_b32_e32(v[2], 4, v[2]))
k.emit(v_add_nc_u32_e32(v[3], s[S_LOOP_BOUND], v[1]))
k.emit(v_and_b32_e32(v[3], ADDR_MASK, v[3]))
k.emit(v_sub_nc_u32_e32(v[3], v[1], v[3]))
k.emit(v_and_b32_e32(v[3], 0x7F, v[1])) # simplified from 3 lines
k.emit(v_lshl_or_b32(v[V_LDS_B_BASE], v[V_LANE_ID_MOD8], 4, LDS_BASE_OFFSET))
k.emit(v_lshl_add_u32(v[V_LDS_A_ADDR], v[3], 2, LDS_BASE_OFFSET))
k.emit(v_lshlrev_b32_e32(v[3], 2, v[0]))
k.emit(v_lshlrev_b32_e32(v[3], 2, v[V_LANE_ID]))
k.emit(v_and_or_b32(v[V_LDS_A_BASE], 0x180, v[3], v[2]))
# Do initial stores
k.waitcnt(vm=0)
for i in range(4): # A tile: 8 values via 4 stride64 stores
k.emit(ds_store_2addr_stride64_b32(addr=v[V_LDS_A_ADDR], data0=v[V_LDS_A_DATA[i*2]], data1=v[V_LDS_A_DATA[i*2+1]], offset0=i*4, offset1=i*4+2))
for i in range(8): # B tile: 8 values via 8 scalar stores with 64-byte spacing
offset = i * 64
k.emit(ds_store_b32(addr=v[V_LDS_B_ADDR], data0=v[V_LDS_B_DATA[i]], offset0=offset & 0xFF, offset1=offset >> 8))
# Zero all 128 accumulators using VOPD dual moves (64 instructions instead of 128)
for i in range(0, len(OUT_REGS), 2):
k.emit(VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_MOV_B32, vdstx=v[OUT_REGS[i]], vdsty=v[OUT_REGS[i+1]], srcx0=0, srcy0=0))
k.emit(s_add_i32(s[S_LOOP_BOUND], s[S_DIM_N], -8))
k.emit(s_add_u32(s[S_A_PTR[0]], s[S_A_PTR[0]], 32))
k.emit(s_addc_u32(s[S_A_PTR[1]], s[S_A_PTR[1]], 0))
# S_LOOP_CTR is already 0 from prologue initialization
k.emit(s_branch(simm16=0)); k.branch_to('LOOP_ENTRY')
k.emit(s_branch(), target='LOOP_ENTRY')
# ===========================================================================
# MAIN GEMM LOOP
@@ -443,28 +327,43 @@ def build_kernel(arch='gfx1100'):
k.label('LOOP_INC')
k.emit(s_add_i32(s[S_LOOP_CTR], s[S_LOOP_CTR], 8))
k.emit(s_cmp_ge_i32(s[S_LOOP_CTR], s[S_DIM_N]))
k.emit(s_cbranch_scc1(simm16=0)); k.branch_to('EPILOGUE')
k.emit(s_cbranch_scc1(), target='EPILOGUE')
k.label('LOOP_ENTRY')
k.emit(s_cmp_lt_i32(s[S_LOOP_CTR], s[S_LOOP_BOUND]))
k.emit(s_cselect_b32(s[S_PREFETCH_FLAG], -1, 0)) # s_cselect doesn't modify SCC
k.emit(s_cbranch_scc0(simm16=0)); k.branch_to('SKIP_PREFETCH') # branch if loop_ctr >= loop_bound
# Advance prefetch pointers
k.emit(v_add_nc_u32_e32(v[V_GLOBAL_B_ADDR], 0x20000, v[V_GLOBAL_B_ADDR]))
k.emit(v_add_nc_u32_e32(v[V_GLOBAL_A_ADDR], 0x20, v[V_GLOBAL_A_ADDR]))
k.emit(s_cbranch_scc0(), target='SKIP_PREFETCH') # branch if loop_ctr >= loop_bound
if not NO_GLOBAL:
# Advance prefetch pointers (VGPR)
#k.emit(v_add_nc_u32_e32(v[V_GLOBAL_B_ADDR], 0x20000, v[V_GLOBAL_B_ADDR]))
#k.emit(v_add_nc_u32_e32(v[V_GLOBAL_A_ADDR], 0x20, v[V_GLOBAL_A_ADDR]))
# Advance prefetch pointers (64-bit adds)
k.emit(s_clause(simm16=31))
for i in range(8):
k.emit(s_add_u32(s[S_PREFETCH_B+i*2], s[S_PREFETCH_B+i*2], 0x20000))
k.emit(s_addc_u32(s[S_PREFETCH_B+i*2+1], s[S_PREFETCH_B+i*2+1], 0))
for i in range(8):
k.emit(s_add_u32(s[S_PREFETCH_A+i*2], s[S_PREFETCH_A+i*2], 0x20))
k.emit(s_addc_u32(s[S_PREFETCH_A+i*2+1], s[S_PREFETCH_A+i*2+1], 0))
# do the fetch
for vdst, saddr_lo in INIT_PREFETCH:
k.global_load(vdst, V_GLOBAL_B_ADDR, saddr_lo)
k.emit(global_load_b32(vdst=v[vdst], addr=v[V_GLOBAL_B_ADDR], saddr=s[saddr_lo:saddr_lo+1]))
k.label('SKIP_PREFETCH')
# wait for local stores to finish (either initial or loop)
# then sync the warp so it's safe to load local
k.waitcnt(lgkm=0)
k.emit(s_barrier())
# 8 inner loop iterations
for iter in range(8):
# Load A tile (4 pairs) and B tile (8 pairs) from LDS
if not NO_DS:
k.emit(s_clause(simm16=11)) # 12 loads total: 4 A + 8 B
k.emit(s_clause(simm16=len(V_A_TILE_REGS) + len(V_B_TILE_REGS) - 1)) # 12 loads total: 4 A + 8 B
# A tile: 4 ds_load_b64
for i, vdst in enumerate(V_A_TILE_REGS):
a_off = (i & 1) * 8 + (i >> 1) * 64 + iter * LDS_A_STRIDE
@@ -473,39 +372,38 @@ def build_kernel(arch='gfx1100'):
for i, vdst in enumerate(V_B_TILE_REGS):
b_off = (i & 1) * 8 + (i & 2) * 64 + (i >> 2) * 256 + iter * LDS_B_STRIDE
k.emit(ds_load_b64(vdst=v[vdst:vdst+1], addr=v[V_LDS_B_BASE], offset0=b_off & 0xFF, offset1=b_off >> 8))
k.waitcnt(lgkm=0)
# Issue global prefetch (first 6 iterations only)
if iter < 6 and not NO_GLOBAL:
vdst1, vdst2, addr, slo1, slo2 = PREFETCH_LOADS[iter]
k.emit(global_load_b32(vdst=v[vdst1], addr=v[addr], saddr=s[slo1:slo1+1]))
k.emit(global_load_b32(vdst=v[vdst2], addr=v[addr], saddr=s[slo2:slo2+1]))
# 64 dual FMACs
k.emit(s_clause(simm16=63))
k.waitcnt(lgkm=0)
k.emit(s_clause(simm16=len(FMAC_PATTERN)-1))
for i, (vdst_x, vdst_y, ax, bx, ay, by) in enumerate(FMAC_PATTERN):
k.emit(VOPD(VOPDOp.V_DUAL_FMAC_F32, VOPDOp.V_DUAL_FMAC_F32,
vdstx=v[vdst_x], vdsty=v[vdst_y], srcx0=v[ax], vsrcx1=v[bx], srcy0=v[ay], vsrcy1=v[by]))
# Issue global prefetch AFTER FMACs (first 6 iterations only)
if iter < 6 and not NO_GLOBAL:
vdst1, vdst2, addr, slo1, slo2 = PREFETCH_LOADS[iter]
k.global_load(vdst1, addr, slo1)
k.global_load(vdst2, addr, slo2)
k.emit(s_and_not1_b32(VCC_LO, EXEC_LO, s[S_PREFETCH_FLAG]))
# wait for all global loads to finish
# then sync the warp so it's safe to store local
k.waitcnt(vm=0)
k.barrier()
k.emit(s_cbranch_vccnz(simm16=0)); k.branch_to('LOOP_INC')
k.emit(s_barrier())
# Store prefetched data to LDS
# NOTE: Register naming reflects LDS tile organization, not source matrix:
# V_LDS_A_DATA (v155-162) holds data that goes to LDS A-tile region
# V_LDS_B_DATA (v163-170) holds data that goes to LDS B-tile region
# The data sources are swapped: A-tile receives B matrix rows, B-tile receives A matrix columns
for i in range(4): # A tile: 8 values via 4 stride64 stores
k.emit(ds_store_2addr_stride64_b32(addr=v[V_LDS_A_ADDR], data0=v[V_LDS_A_DATA[i*2]], data1=v[V_LDS_A_DATA[i*2+1]], offset0=i*4, offset1=i*4+2))
for i in range(8): # B tile: 8 values via 8 scalar stores with 64-byte spacing
offset = i * 64
k.emit(ds_store_b32(addr=v[V_LDS_B_ADDR], data0=v[V_LDS_B_DATA[i]], offset0=offset & 0xFF, offset1=offset >> 8))
if not NO_DS:
for i in range(4): # A tile: 8 values via 4 stride64 stores
k.emit(ds_store_2addr_stride64_b32(addr=v[V_LDS_A_ADDR], data0=v[V_LDS_A_DATA[i*2]], data1=v[V_LDS_A_DATA[i*2+1]], offset0=i*4, offset1=i*4+2))
for i in range(8): # B tile: 8 values via 8 scalar stores with 64-byte spacing
offset = i * 64
k.emit(ds_store_b32(addr=v[V_LDS_B_ADDR], data0=v[V_LDS_B_DATA[i]], offset0=offset & 0xFF, offset1=offset >> 8))
k.waitcnt(lgkm=0)
k.barrier()
k.emit(s_branch(simm16=0)); k.branch_to('LOOP_INC')
k.emit(s_branch(), target='LOOP_INC')
# ===========================================================================
# EPILOGUE: Permute and store results
@@ -516,56 +414,49 @@ def build_kernel(arch='gfx1100'):
for a, b in PERMUTE_SWAPS:
k.emit(v_swap_b32_e32(v[a], v[b]))
# Compute output coordinates: v[V_LANE_ID_MOD8] = col, v[V_OUTPUT_ROW] = row
k.emit(VOPD(VOPDOp.V_DUAL_MOV_B32, VOPDOp.V_DUAL_MOV_B32,
vdstx=v[149], vdsty=v[150], srcx0=v[V_LANE_MOD8_X4], vsrcx1=v[0], srcy0=v[V_LANE_DIV8_X4], vsrcy1=v[0]))
k.emit(v_and_b32_e32(v[0], 0x60, v[0]))
k.emit(v_or_b32_e32(v[V_LANE_ID_MOD8], s[S_TILE_X], v[149]))
k.emit(v_add_nc_u32_e32(v[0], s[S_TILE_Y], v[0]))
k.emit(v_or_b32_e32(v[V_OUTPUT_ROW], v[0], v[150]))
# Compute output base coordinates
# v[130] = col_base = tile_x + (lane_id & 7) * 4
# v[131] = row_base = tile_y + (lane_id & 0x60) + ((lane_id >> 3) & 3) * 4
# v[132] = 0 (for 64-bit address high part)
k.emit(v_add_nc_u32_e32(v[130], s[S_TILE_X], v[V_LANE_MOD8_X4]))
k.emit(v_and_b32_e32(v[131], 0x60, v[V_LANE_ID]))
k.emit(v_add_nc_u32_e32(v[131], s[S_TILE_Y], v[131]))
k.emit(v_add_nc_u32_e32(v[131], v[V_LANE_DIV8_X4], v[131]))
k.emit(v_mov_b32_e32(v[132], 0))
# Precompute row offsets: v[144-147] for rows 0-3, v[148-151] for rows 16-19
for base, row_off in [(144, 0), (148, 16)]:
if row_off: k.emit(v_or_b32_e32(v[1], row_off, v[V_OUTPUT_ROW]))
k.emit(v_mul_lo_u32(v[base], v[1] if row_off else v[V_OUTPUT_ROW], s[S_DIM_N]))
for i in range(3): k.emit(v_add_nc_u32_e32(v[base + 1 + i], s[S_DIM_N], v[base + i]))
# Precompute row offsets: v[133-136] for rows 0-3, v[137-140] for rows 16-19
for base, row_off in [(133, 0), (137, 16)]:
if row_off: k.emit(v_add_nc_u32_e32(v[141], row_off, v[131]))
k.emit(v_mul_lo_u32(v[base], v[141] if row_off else v[131], s[S_DIM_N]))
for j in range(3): k.emit(v_add_nc_u32_e32(v[base + 1 + j], s[S_DIM_N], v[base + j]))
k.emit(v_mov_b32_e32(v[V_ADDR_HI_ZERO], 0))
k.emit(s_lshl_b32(s[S_PREFETCH_FLAG], s[S_DIM_N], 2)) # row stride in bytes
# s[S_PREFETCH_FLAG] = row stride in bytes (N * 4)
k.emit(s_lshl_b32(s[S_PREFETCH_FLAG], s[S_DIM_N], 2))
# Store 128 output values as 32 groups of 4 (128-bit stores)
# Layout: 2 row halves (0-3, 16-19) x 4 col groups x 4 rows = 32 stores of 4 floats
epilogue_reserved = {V_LANE_ID_MOD8, V_OUTPUT_ROW, V_LANE_MOD8_X4, V_LANE_DIV8_X4, V_ADDR_HI_ZERO}
for i, (row_half, col_off, row_in_group) in enumerate([(rh, co, ri)
for rh in range(2) for co in [0, 32, 64, 96] for ri in range(4)]):
row = row_half * 16 + row_in_group
srcs = OUT_REGS[i*4:(i+1)*4]
src = OUT_REGS[i*4] # first reg of ascending group of 4
# Find temp register for scaled values (must not conflict with reserved regs)
tmp = max(srcs) + 5
while any(r in epilogue_reserved for r in range(tmp, tmp + 4)): tmp += 1
if row_in_group == 0:
# First row of group: compute full address
if col_off == 0: k.emit(v_mov_b32_e32(v[141], v[130]))
else: k.emit(v_add_nc_u32_e32(v[141], col_off, v[130]))
row_base = 133 + row if row < 4 else 137 + row - 16
k.emit(v_add_nc_u32_e32(v[141], v[row_base], v[141]))
k.emit(v_lshlrev_b32_e32(v[141], 2, v[141]))
k.emit(v_add_co_u32(v[141], VCC_LO, s[S_OUT_PTR[0]], v[141]))
k.emit(v_add_co_ci_u32_e32(v[142], s[S_OUT_PTR[1]], v[132]))
else:
# Subsequent rows: add stride
k.emit(v_add_co_u32(v[141], VCC_LO, s[S_PREFETCH_FLAG], v[141]))
k.emit(v_add_co_ci_u32_e32(v[142], v[142], v[132]))
# Copy values to temp regs for output (alpha=1.0 hardcoded, so just move)
for j, src in enumerate(srcs):
k.emit(v_mov_b32_e32(v[tmp + j], v[src]))
k.emit(global_store_b128(addr=v[141:142], data=v[src:src+3], saddr=NULL))
# Compute output address
if row_in_group == 0: # first row: compute base address for this column group
if col_off == 0: k.emit(v_mov_b32_e32(v[0], v[V_LANE_ID_MOD8]))
else: k.emit(v_add_nc_u32_e32(v[0], col_off, v[V_LANE_ID_MOD8]))
row_base = 144 + row if row < 4 else 148 + row - 16
k.emit(v_add_nc_u32_e32(v[0], v[row_base], v[0]))
k.emit(v_lshlrev_b32_e32(v[0], 2, v[0]))
k.emit(v_add_co_u32(v[0], VCC_LO, s[S_OUT_PTR[0]], v[0]))
k.emit(v_add_co_ci_u32_e32(v[1], s[S_OUT_PTR[1]], v[V_ADDR_HI_ZERO]))
else: # subsequent rows: just add stride
k.emit(v_add_co_u32(v[0], VCC_LO, s[S_PREFETCH_FLAG], v[0]))
k.emit(v_add_co_ci_u32_e32(v[1], v[1], v[V_ADDR_HI_ZERO]))
k.emit(global_store_b128(addr=v[0:1], data=v[tmp:tmp+3], saddr=RawImm(124)))
k.emit(s_sendmsg(simm16=3))
k.emit(s_sendmsg(simm16=3)) # DEALLOC_VGPRS
k.emit(s_endpgm())
return k.to_asm()
@@ -580,7 +471,7 @@ THREADS = 128
def test_matmul():
dev = Device[Device.DEFAULT]
print(f"Device arch: {dev.arch}")
print(f"Device arch: {dev.renderer.arch}")
if getenv("STOCK", 0):
# Load the stock kernel from amd_seb/kernel8_batched_gmem.s
@@ -588,8 +479,7 @@ def test_matmul():
asm = stock_path.read_text()
print(f"Loaded stock kernel from {stock_path}")
else:
asm = build_kernel(dev.arch)
if getenv("PRINT_ASM", 0): print(asm)
asm = build_kernel(dev.renderer.arch)
binary = dev.compiler.compile(asm)
print(f"Compiled! Binary size: {len(binary)} bytes")
@@ -603,15 +493,16 @@ def test_matmul():
grid, local = (N // BLOCK_N, N // BLOCK_M, 1), (THREADS, 1, 1)
print(f"Grid: {grid}, Local: {local}")
_prg = dev.runtime("kernel", binary)
class AsmRunner(Runner):
def __init__(self):
super().__init__(colored("kernel", "cyan"), Device.DEFAULT, Estimates(ops=N*N*N*2, mem=N*N*4*3))
def __call__(self, rawbufs, var_vals, wait=False):
c_buf, a_buf, b_buf = [x.ensure_allocated()._buf for x in rawbufs]
return _prg(a_buf, b_buf, c_buf, global_size=grid, local_size=local, wait=wait)
ei = ExecItem(None, [c.uop.buffer, a.uop.buffer, b.uop.buffer], prg=AsmRunner())
dname:str = Device.DEFAULT
def asm_kernel(A:UOp, B:UOp, C:UOp) -> UOp:
gidxs = [UOp.special(n, f"gidx{i}") for i,n in enumerate(grid)]
lidxs = [UOp.special(n, f"lidx{i}") for i,n in enumerate(local)]
sink = UOp.sink(A.base, B.base, C.base, *gidxs, *lidxs, arg=KernelInfo(name=colored("kernel", "cyan"),
estimates=Estimates(ops=N*N*N*2, mem=N*N*4*3)))
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg=dname), UOp(Ops.LINEAR, src=(*sink.src, sink)), UOp(Ops.SOURCE, arg=asm),
UOp(Ops.BINARY, arg=binary)))
c = Tensor.custom_kernel(a, b, c, fxn=asm_kernel)[2]
ei = c.schedule()[0].lower()
ets = []
with Context(DEBUG=2):
@@ -623,7 +514,7 @@ def test_matmul():
with Context(DEBUG=2): tc = (a @ b).realize()
with Context(DEBUG=0): err = (c - tc).square().mean().item()
print(f"mean squared error {err}")
if err > 1e-06: raise RuntimeError("matmul is wrong!")
if err != err or err > 1e-06: raise RuntimeError("matmul is wrong!")
def run_sqtt():
"""Run with SQTT profiling and write trace files."""
File diff suppressed because it is too large Load Diff
+96
View File
@@ -0,0 +1,96 @@
import atexit, functools
from tinygrad.runtime.support.compiler_amd import HIPCompiler
from tinygrad import Tensor, Device, dtypes
from tinygrad.uop.ops import UOp, Ops, KernelInfo, AxisType
from tinygrad.renderer import Estimates
from tinygrad.helpers import getenv, all_same, dedup
from extra.gemm.asm.cdna.asm import build_kernel, GEMM_ARGS
# ** CDNA4 assembly gemm
WORKGROUP_SIZE = 256
def custom_asm_gemm(C:UOp, A:UOp, B:UOp, dname:str, arch:str, wg:int) -> UOp:
batch, M, K = A.shape
K2, N = B.shape[(1 if B.ndim == 3 else 0):]
assert K == K2
lidx = UOp.special(WORKGROUP_SIZE, "lidx0")
gidx = UOp.special(wg, "gidx0")
k = build_kernel(batch, M, N, K, A.dtype.base)
sink = UOp.sink(C.base, A.base, B.base, lidx, gidx,
arg=KernelInfo(name=k.name, estimates=Estimates(ops=2*batch*M*N*K, mem=(batch*M*K + K*N + batch*M*N)*2)))
binary = HIPCompiler(arch).compile(k.to_asm())
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg=dname), UOp(Ops.LINEAR, src=(*sink.src, sink)),
UOp(Ops.SOURCE, arg=k.to_text()), UOp(Ops.BINARY, arg=binary)))
counters = {"used":0, "todos":[]}
def todo(msg:str) -> bool: counters["todos"].append(msg); return False
atexit.register(lambda: print(f'asm_gemm: {counters["used"]} used, {len(counters["todos"])} not used'))
def can_use_asm_gemm(a:Tensor, b:Tensor) -> bool:
if a.dtype != b.dtype: return todo(f"dtypes must match {a.dtype} != {b.dtype}")
if a.dtype not in {dtypes.bfloat16, dtypes.float16}: return todo(f"only bfloat16/float16, got {a.dtype}")
# only sharding on the batch is tested, others might work too
if isinstance(a.device, tuple) and not (a.ndim == 3 and a.uop.axis == 0 and b.uop.axis is None):
return todo(f"sharding mismatch a.ndim={a.ndim} a.uop.axis={a.uop.axis} b.uop.axis={b.uop.axis}")
batch, M, K = (1, *a.shape) if a.ndim == 2 else a.shape
N = b.shape[1]
if isinstance(a.device, tuple):
batch //= len(a.device)
dname = a.device[0]
else: dname = a.device
arch = getattr(Device[dname].renderer, "arch", "")
if batch not in {1, 2}: return todo(f"GEMM batch size {batch}")
if (key:=(M, N, K)) not in GEMM_ARGS and arch == "gfx950": return todo(f"GEMM shape not supported {key} on {arch}")
return True
# ** UOp gemm to test Tensor.custom_kernel multi and backward correctness on non cdna4
# note: this can be removed after we have GEMM on mixins
def custom_uop_gemm(C:UOp, A:UOp, B:UOp) -> UOp:
M, K = A.shape[0]*A.shape[1], A.shape[2]
K2, N = B.shape[(1 if B.ndim == 3 else 0):]
assert K == K2
m = UOp.range(M, 1, AxisType.LOOP)
n = UOp.range(N, 2, AxisType.LOOP)
k = UOp.range(K, 0, AxisType.REDUCE)
mul = (A.index((m*UOp.const(dtypes.index, K)+k))*B.index((k*UOp.const(dtypes.index, N)+n))).cast(dtypes.float32)
red = mul.reduce(k, arg=Ops.ADD, dtype=dtypes.float32).cast(C.dtype.base)
store = C.index((m*UOp.const(dtypes.index, N)+n), ptr=True).store(red).end(m, n)
return store.sink(arg=KernelInfo(name=f'uop_gemm_{M}_{N}_{K}'))
# ** backward gemm, might use the asm gemm
def custom_gemm_bw(gradient:UOp, kernel:UOp):
out, a, b = kernel.src
assert all_same([gradient.device, a.device, b.device, out.device])
a_t, b_t, g_t = Tensor(a, device=a.device), Tensor(b, device=a.device), Tensor(gradient, device=a.device)
grad_a = (g_t @ b_t.T).uop
grad_b = (a_t.permute(2, 0, 1).reshape(a_t.shape[2], -1) @ g_t.reshape(-1, g_t.shape[-1])).uop
return (None, grad_a, grad_b)
# ** main gemm function
def asm_gemm(a:Tensor, b:Tensor) -> Tensor:
assert can_use_asm_gemm(a, b), f"{counters['todos'][-1]}"
counters["used"] += 1
squeeze = a.ndim == 2
if squeeze: a = a.unsqueeze(0)
batch, M, K = a.shape
N = b.shape[1]
is_multi = isinstance(a.device, tuple)
if is_multi:
out = Tensor(Tensor.empty(batch//len(a.device), M, N, dtype=a.dtype, device=a.device).uop.multi(0), device=a.device)
else:
out = Tensor.empty(batch, M, N, dtype=a.dtype, device=a.device)
dname = a.device[0] if is_multi else a.device
arch = getattr(Device[dname].renderer, "arch", "")
if arch.startswith("gfx950") and getenv("USE_ASM", 1):
numWG = GEMM_ARGS[(M, N, K)][0]
out = Tensor.custom_kernel(out, a, b, fxn=functools.partial(custom_asm_gemm, dname=dname, wg=numWG, arch=arch), grad_fxn=custom_gemm_bw)[0]
else:
out = Tensor.custom_kernel(out, a, b, fxn=custom_uop_gemm, grad_fxn=custom_gemm_bw)[0]
return out.squeeze(0) if squeeze else out
File diff suppressed because it is too large Load Diff
-78
View File
@@ -1,78 +0,0 @@
.text
.section .text.
.global gemm
.p2align 8
.type gemm,@function
gemm:
INSTRUCTIONS
.section .rodata,"a",@progbits
.p2align 6, 0x0
.amdhsa_kernel gemm
# basic memory requirements
.amdhsa_group_segment_fixed_size 133120
.amdhsa_private_segment_fixed_size 0
.amdhsa_kernarg_size 28
# register usage (RSRC1)
.amdhsa_next_free_vgpr 504
.amdhsa_next_free_sgpr 96
# workgroup / workitem IDs (RSRC2)
.amdhsa_system_sgpr_workgroup_id_x 1
.amdhsa_system_sgpr_workgroup_id_y 1
.amdhsa_system_sgpr_workgroup_id_z 1
# user SGPRs, we only specify the kernel args ptr in s[0:1]
.amdhsa_user_sgpr_kernarg_segment_ptr 1
.amdhsa_user_sgpr_count 2
.amdhsa_user_sgpr_kernarg_preload_length 0
.amdhsa_user_sgpr_kernarg_preload_offset 0
# gfx90a / gfx940 specifics (RSRC3)
.amdhsa_accum_offset 248
.amdhsa_uses_dynamic_stack 0
.amdhsa_tg_split 0
.end_amdhsa_kernel
.amdgpu_metadata
---
amdhsa.kernels:
- .name: gemm
.symbol: gemm.kd
.args:
- .name: C
.address_space: global
.offset: 0
.size: 8
.value_kind: global_buffer
.value_type: bf16
- .name: B
.address_space: global
.offset: 8
.size: 8
.value_kind: global_buffer
.value_type: bf16
- .name: A
.address_space: global
.offset: 16
.size: 8
.value_kind: global_buffer
.value_type: bf16
- .name: sz
.offset: 24
.size: 4
.value_kind: by_value
.value_type: u32
.group_segment_fixed_size: 133120
.private_segment_fixed_size: 0
.kernarg_segment_align: 8
.kernarg_segment_size: 28
.max_flat_workgroup_size: 256
.sgpr_count: 88
.sgpr_spill_count: 0
.vgpr_count: 248
.vgpr_spill_count: 0
.wavefront_size: 64
amdhsa.version:
- 1
- 0
...
.end_amdgpu_metadata
-72
View File
@@ -1,72 +0,0 @@
# Run assembly on the AMD runtime and check correctness
# VIZ=2 to profile
import pathlib
from tinygrad import Tensor, Device, dtypes, Context
from tinygrad.uop.ops import UOp, Ops, KernelInfo
from tinygrad.helpers import getenv
fp = pathlib.Path(__file__).parent/"gemm.s"
N = getenv("N", 8192)
THREADS_PER_WG = 256
NUM_WG = N//THREADS_PER_WG * N//THREADS_PER_WG
assert N % THREADS_PER_WG == 0, "N must be divisible by THREADS_PER_WG"
# ** generate inputs on CPU
scale = 10.0
import torch
torch.manual_seed(0)
A = (torch.randn(N, N, dtype=torch.float32, device="cpu") / scale).to(torch.bfloat16).contiguous()
B = (torch.randn(N, N, dtype=torch.float32, device="cpu") / scale).to(torch.bfloat16).contiguous()
Bt = B.t().contiguous() # transpose B for the asm gemm
C_torch = A@B
# ** copy buffers to AMD
# input creation and validation run on the copy engine for simpler tracing
def from_torch(t:torch.Tensor) -> Tensor:
return Tensor.from_blob(t.data_ptr(), t.shape, dtype=dtypes.bfloat16, device="cpu").to(Device.DEFAULT).realize()
C_tiny = from_torch(A) @ from_torch(B)
C_asm = Tensor.empty_like(C_tiny)
# ** assembly custom kernel
def custom_asm_gemm(C:UOp, A:UOp, B:UOp) -> UOp:
lidx = UOp.special(THREADS_PER_WG, "lidx0")
gidx = UOp.special(NUM_WG, "gidx0")
src = (pathlib.Path(__file__).parent/"template.s").read_text().replace("INSTRUCTIONS", fp.read_text())
sz = UOp.variable("SZ", 256, 8192)
sink = UOp.sink(C.base, A.base, B.base, sz, lidx, gidx, arg=KernelInfo(name="gemm"))
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg=Device.DEFAULT), UOp(Ops.LINEAR, src=(*sink.src, sink)), UOp(Ops.SOURCE, arg=src)), arg=())
C_asm = Tensor.custom_kernel(C_asm, from_torch(A), from_torch(Bt), fxn=custom_asm_gemm)[0]
# ** run gemms
sched = Tensor.schedule(C_tiny, C_asm)
eis = [si.lower() for si in sched]
with Context(DEBUG=2):
for ei in eis:
et = ei.run({"SZ":N}, wait=True)
print(f"{(N*N*N*2 / et)*1e-12:.2f} REAL TFLOPS")
# ** correctness
import ctypes
def torch_bf16(t:Tensor) -> torch.tensor:
asm_out = t.to("cpu").realize().uop.buffer._buf
buf = (ctypes.c_uint16*C_asm.uop.size).from_address(asm_out.va_addr)
return torch.frombuffer(buf, dtype=torch.bfloat16, count=C_asm.uop.size).reshape(C_asm.shape)
assert torch.allclose(torch_bf16(C_asm), C_torch, rtol=1e-2, atol=1e-3)
assert torch.allclose(torch_bf16(C_tiny), C_torch, rtol=1e-2, atol=1e-3)
+1 -1
View File
@@ -24,7 +24,7 @@ def asm_kernel() -> UOp:
src = template.replace("INSTRUCTIONS", (pathlib.Path(__file__).parent/"gemm.s").read_text())
sink = UOp.sink(a, b, c, lidx, gidx, arg=KernelInfo(name="gemm"))
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg=dname), UOp(Ops.LINEAR, src=(*sink.src, sink)), UOp(Ops.SOURCE, arg=src)), arg=())
return UOp(Ops.PROGRAM, src=(sink, UOp(Ops.DEVICE, arg=dname), UOp(Ops.LINEAR, src=(*sink.src, sink)), UOp(Ops.SOURCE, arg=src)))
if __name__ == "__main__":
test_matmul(asm_kernel(), dtype=dtypes.half, N=N)
+1 -1
View File
@@ -37,7 +37,7 @@ b.copyin(row.data)
c.copyin(mat.data)
ret = prog(a._buf, b._buf, c._buf, global_size=[1,1,1], local_size=[8,1,1], wait=True)
print(ret)
out = np.frombuffer(a.as_buffer(), np.float32)
out = np.frombuffer(a.as_memoryview(), np.float32)
real = row.astype(np.float32)@mat.T.astype(np.float32)
print("out:", out)
print("real", real)
+2 -2
View File
@@ -98,10 +98,10 @@ if __name__ == "__main__":
# check correctness
if getenv("VERIFY"):
from tinygrad.engine.realize import run_schedule
triton_buf = np.frombuffer(si.bufs[0].as_buffer(), np.float16).reshape(M,N)
triton_buf = np.frombuffer(si.bufs[0].as_memoryview(), np.float16).reshape(M,N)
print(triton_buf)
run_schedule(sched)
tinygrad_buf = np.frombuffer(si.bufs[0].as_buffer(), np.float16).reshape(M,N)
tinygrad_buf = np.frombuffer(si.bufs[0].as_memoryview(), np.float16).reshape(M,N)
print(tinygrad_buf)
np.testing.assert_allclose(triton_buf, tinygrad_buf)
print("correct!")

Some files were not shown because too many files have changed in this diff Show More