Commit Graph
1427 Commits
Author SHA1 Message Date
George HotzandGitHub 2f7aab3d13 move optimize_local_size (#2221)
* move optimize_local_size

* interpret_ast
2023-11-05 21:00:52 -08:00
chenyuandGitHub f582ec56d5 Replace (getenv("CI", "") != "") with helpers.CI (#2213) 2023-11-03 15:20:44 -07:00
George HotzandGitHub f17bc16f46 simple runtime args (#2211)
* simple runtime args

* fix some tests

* fix abstractions and triton

* fix search
2023-11-03 12:31:29 -07:00
George HotzandGitHub ddbc6eecaf some refactors in the realization (#2206)
* some refactors

* delete old kernel search
2023-11-02 19:51:28 -07:00
George HotzandGitHub 03cf0afa4f move all to compile api (#2203)
* move metal+clang to compile api

* all to the new style

* remove binary arg

* fix triton

* fixup tests

* fix clang

* diskcache is generic

* __wrapped__

* compile_gpu

* fix thneed

* keep the src in the ASTRunner

* lib

* move compile_gpu

* compile_gpu in device

* put compiler in astrunner

* test reverts

* triton compiler

* ugh, that too
2023-11-01 23:01:32 -07:00
George HotzandGitHub 8932816816 remove arm64, caching for cuda (#2201)
* remove arm64, caching for cuda

* caching in llvm

* switch cache_compiled to new cache

* fix clang

* caching for metal

* fix pylint

* cleanups

* perf_counter and binary
2023-11-01 18:44:00 -07:00
George HotzandGitHub 7103b716c4 merge kernel and optimizer (#2200)
* merge kernel and optimizer

* linearize is reentrant

* move global/local size

* clean up linearizer copy

* remove unneeded lin copies

* stop linearizing twice

* oops, that should be None
2023-11-01 15:20:01 -07:00
33bb650e94 use mad in opencl (#2198)
Co-authored-by: Comma Device <[email protected]>
2023-11-01 10:40:08 -07:00
Comma Device 2e9982fe2d fastvits example that's 10% faster 2023-10-31 21:48:23 -07:00
George HotzandGitHub 8ba7ced7f9 extract const if it's const (#2193)
* extract const if it's const

* fix if statement

* fast math issue

* fix graphing and casting

* disable flaky copyout test
2023-10-31 18:52:35 -07:00
geohot 5aaa8a0cc1 fix shape 2023-10-31 11:36:19 -07:00
George HotzandGitHub a27c9f9de5 openpilot compile2 (#2189)
* try compile2

* pass to thneed

* fix tanh onnx
2023-10-31 11:08:58 -07:00
forcefieldsovereignandGitHub f294bdd681 fixed imports (#2185) 2023-10-30 22:07:17 -07:00
Akshay KashyapandGitHub 018bd29e37 Enable Multi-Output Export (#2179)
* Enable Multi-Output Export

* Add test

* Update examples and lint

* fix padding

* test ops

* dummy commit to rerun test

* revert cuda lint

* Enforce tuple/list of tensors

* subscripted generics

* put back webgpu test

* Re-enable WebGPU Efficientnet test
2023-10-30 18:42:26 -07:00
chenyuandGitHub 6c58bf3e9c in time_linearizer, allocate a scratch buffer if output buffer is also input (#2152)
* in time_linearizer, allocate a scratch buffer if output buffer is also input

* move scratch buffer creation outside search
2023-10-28 07:17:41 -10:00
e0201922e3 Q network for pruning BEAM / uops deduping / BEAM_ESTIMATE (#2142)
* stable diffusion < 324ms

* revert swap action

* fix tests due to more sum splitting

* REDUCEOP_SPLIT_THRESHOLD env var

* added from unaligned np test (#2134)

* align cpu buffer before copy into cl buffer (#2135)

* remove shelve from handcode_resnet50_opt.py (#2139)

* Add dictionary keys to reduce db size (#2131)

* work

* ignore beam cache

* dictionary keys are generic

* minor db cleanups

* fix baseline and extract dataset

* fix training

* log likelihood

* more lin to feats

* sts

* training policynet

* net sort of works

* dedup

* refactor, stupid new actions

* fix uops deduping

* BEAM_ESTIMATE

---------

Co-authored-by: chenyu <[email protected]>
Co-authored-by: imaolo <[email protected]>
2023-10-27 10:53:06 -10:00
chenyuandGitHub 0ca0e9ee5e exclude ast with variables from beam search (#2140)
* exclude ast with variables from beam search

* test that

* add to CI
2023-10-25 16:35:29 -04:00
wozeparrotandGitHub c29653605e hip multigpu training (#1878)
* feat: move to hip

* feat: special path for RawBufferTransfer

* feat: initial rawbuffertransfer

* feat: hip ipc

* feat: working hip ipc

* feat: need to base device without args

* feat: close mem handle

* feat: modified test

* feat: more multihip stuff

* clean: cleanup

* feat: cleaner

* feat: don't crash

* feat: test more

* clean: way cleaner hip wrapper

* feat: barrier

* feat: barrier

* feat: this breaks stuff

* feat: we can use empty here

* feat: maybe fix tests

* feat: maybe fix tests again?

* fix: probably fix tests

* feat: no waiting here

* feat: wait here

* feat: much larger test

* feat: need to sync here

* feat: make this async

* feat: no waiting!

* feat: cut here

* feat: sync copy

* feat: random imports

* feat: much cleaner world

* feat: restore this

* feat: restore this

* clean: cleanup

* feat: set this
2023-10-24 17:35:53 -04:00
nimlgenandGitHub 2e89fd264f Refactor hipgraph (#2141)
* refactor hip graph

* linter happy

* happy liner
2023-10-24 15:45:56 -04:00
George HotzandGitHub cea2bc7964 Add dictionary keys to reduce db size (#2131)
* work

* ignore beam cache

* dictionary keys are generic

* minor db cleanups

* fix baseline and extract dataset

* fix training

* log likelihood
2023-10-24 10:49:22 -04:00
George HotzandGitHub 6dc8eb5bfd universal disk cache (#2130)
* caching infra for tinygrad

* nons tr key

* fix linter

* no shelve in beam search

* beam search caching

* check tensor cores with beam too

* pretty print

* LATEBEAM in stable diffusion
2023-10-22 10:56:57 -07:00
George HotzandGitHub abeba8f1fc optimization: get actions in CI (#2125)
* get actions in CI

* actually run the test

* pythonpath
2023-10-20 12:22:01 -07:00
Sean D'SouzaandGitHub 999c95ea29 fix: hlb cifar types (#2099) 2023-10-17 19:23:50 -07:00
Ahmed HarmoucheandGitHub 2b5ea7d9cb Fix output Float32Array size in webgpu export (#2096) 2023-10-17 15:28:19 -07:00
Szymon OżógandGitHub 4bef1591f0 Disable ocelot cache + fix matvec in triton (#2010)
* Revert "disable flaky triton test"

This reverts commit 1e15fdaee7.

* Update test.yml

* check if has shared for matvec

* disable ocelot cache for triton

* disable ocelot cache

* disable ocelot cache

* pass shared to triton uops tests

* temporary debugs for CI crash

* Revert "temporary debugs for CI crash"

This reverts commit fee3ea96c8.

* Revert "triton isn't tested, and allows this refactor (#2007)"

This reverts commit dea8bb0938.

* add runtime_args to every renderer, move triton local size override to runtime args

* Add binary to args, correct type returned

* update to new loops

* Update test.yml
2023-10-17 10:33:32 -07:00
geohotstanandGitHub 5ed630204b Add ONNX to CI for other backends (#2069)
* some cleanup

* move continue back

* more more more

* added to CI

* try

* try intentionally break some tests

* wtf

* del True for test

* yay tests broke, now pls no break

* try AGAIN

* gahy

* lol

* try

* move over constant

* moved over MORE

* move shrink over

* trailing lines

* try CUDA CI

* try again

* boom

* oops

* improved comments

* try: disable some flags and disable CUDA

* try breaking tests

* traceback has too much info so add --tb=no

* revert forced CI failure

* add comments and del unused imports

* oooooooo using regular debug try enable tb

* intentionally break tests

* added tb back. Maybe not too verbose

* strip whitespcae

* missed something

* Shape op int32 -> int64

* oops missed something

* add some types

* get rid of crazy 1 liners in pad op

* actually test Split this time LOL

* strip that whitespace
2023-10-17 09:33:54 -07:00
George HotzandGitHub 1bf4aef0f5 fix image dtype cmp (#2089)
* fix image dtype cmp

* print that with debug 3
2023-10-16 17:52:38 -07:00
a7b18ac325 try beam search on device (#2085)
* try beam search on device

* fix beam with nolocals

* ops too

---------

Co-authored-by: Comma Device <[email protected]>
2023-10-16 12:52:42 -07:00
George HotzandGitHub c36d306606 KOPT is over, BEAM is upstream (#2071)
* create cache for q learning

* make linter happy

* global beam

* where it belongs

* bugfix

* ditch the kopt, use the beam

* faster lin and DEBUG=2 okay

* remove kopt, move search to features
2023-10-16 09:46:03 -07:00
5472a14544 openpilot compile2 (#1977)
* start compile2

* tweak

* why are there two more kernels?

* minor cleanups

* don't break onnx tests

* add __metadata__ support to safetensors

* no early realize in onnx

* cleanups

* bugfix

* clean up image type, add optimize

* opt to match old

* try that

* opt work

* run compile2

* optimizer

* prt more

* prerealize

* imp

* NOLOCALS works

* no locals means no locals

* support fractional globals

* all locals welcome

* int that

* cleanups

* show gemv regression

* clean up diff

* use idx for the cond

* nolocals

---------

Co-authored-by: Comma Device <[email protected]>
2023-10-15 20:39:46 -07:00
George HotzandGitHub 49bcfec383 0s in the action space (#2070)
* 0s in the action space

* simpler

* skip duplicate actions
2023-10-14 11:22:48 -07:00
George HotzandGitHub 4124cf1df5 cleanup tensor cores, expose exclude local upcast (#2064)
* expose exclude_local_upcast

* convert apply tensor cores to ops

* update comment

* put LOCAL back to what it was, BEAM is better than way
2023-10-14 09:21:03 -07:00
George HotzandGitHub 90c777d815 remove apply_auto_opt (#2063) 2023-10-13 07:44:14 -07:00
George HotzandGitHub 6f1810af2d with unroll, the action space goes from 161 -> 127 (#2060)
* with unroll, the action space goes from 161 -> 127

* more reliable instrumentation

* beam search is so op

* beam bugfix
2023-10-12 20:52:23 -07:00
George HotzandGitHub c5edb3c374 train value net, improve API, add BCE (#2047)
* api cleanups, BCE losses

* valuenet

* fixup examples

* learning okay

* add valuenet runner

* net improvements

* net improvements

* 40% win rate
2023-10-12 07:56:38 -07:00
George HotzandGitHub 0ba629c7b9 add world dataset (#2045) 2023-10-11 15:54:30 -07:00
George HotzandGitHub 0c3b6f13a8 Latest opt (#2044)
* split out actions

* rl algorithm
2023-10-11 15:46:14 -07:00
George HotzandGitHub 41bfeb2c1e start work on auto opt (#2034)
* start work on auto opt

* lin failure

* not beating hcopt

* greedy

* timing is fast

* codegen.search

* greedy search in handcode_opt

* track running gflops

* clean up those files

* no failure
2023-10-11 12:54:53 -07:00
chenyuandGitHub 1c980517c5 s/var_vals_from_ast/vars_from_ast (#2038) 2023-10-10 20:21:55 -07:00
George HotzandGitHub f139060103 Rewrite hand coded opt with action space (#2030)
* tests passing

* hand coded opt with new abstractions

* simpler opts

* split out tensor cores
2023-10-10 07:38:38 -07:00
George HotzandGitHub 16ca8410f8 op logger + replay (#2021)
* logops

* fix dtype printing

* needs inf

* ops dataset

* minor improvements

* 12k kernels

* opt can compile

* graph flops
2023-10-08 15:10:18 -07:00
geohot 8db92bd060 fix tvm gemm example 2023-10-08 05:57:41 -07:00
Francis LamandGitHub dece9958f8 wmma: clean up to make WMMA arg order consistent (#2014)
also add cache defeat to extra/gemm/simple_matmul.py
2023-10-07 17:45:40 -07:00
geohot 6ee9cae44f don't extract CIFAR every time / use the cache 2023-10-07 12:33:50 -07:00
George HotzandGitHub dea8bb0938 triton isn't tested, and allows this refactor (#2007)
* triton isn't tested

* cuda buffer
2023-10-07 07:29:59 -07:00
Roelof van DijkandGitHub 26fcc8dff6 fix: remove runtime imports (#1982)
fix: import what is used

probably monkeypatched

fix: import

revert selective import
2023-10-07 05:23:08 -07:00
George HotzandGitHub f54959e5cd move print tree into graph (#2003)
* move print tree into graph

* add winograd profiling test

* change pre-commit to run ruff first
2023-10-07 04:39:21 -07:00
Ahmed HarmoucheandGitHub 2114dc13d1 Allow multi-input model export (#1995)
* Allow multi-input model export

* Add model export unit test

* Fix efficientnet compilation

* Only run model export test on JIT supported devices

* Skip export model test if not EXPORT_SUPPORTED_DEVICE
2023-10-07 04:13:34 -07:00
George HotzandGitHub ffa33d743a good changes from openpilot_compile2 (#2000)
* good changed from openpilot_compile2

* float32 image type was wrong

* cleaner way to write that + a test
2023-10-06 13:33:24 -07:00
Francis LamandGitHub 0ba75c4370 optimizer: add matvec optimizations (#1972)
* optimizer: add matvec optimizations

* renderer: fix alignment of shared memory in opencl
2023-10-04 14:16:27 -07:00