Commit Graph

64 Commits

Author SHA1 Message Date
geohotstan
9268a8b154 remove MULACC (#3459)
* init

* removed mulacc

* is uoptimize the problem?

* lol hax make work temporarily fix l8er

* revert extra/ changes

* clean up

* flaky metal tests?

* add back mulacc for metal

* revert last commit

* try skipping linearizer_failure tests

* skip flammit tests... cuz tests all work locally

* try narrow down exact linearizer failure test

* try 2

* try 4

* generated code is the exact same wtf why CI fails

* code for 15 and 17 are exact same with or without mulacc, this should pass

* try only 1 failure

* try garbage collecting lol...

* try del variables lol

* try gcing after del lol...

* is diskcache the problem???

* try disabling opts cache idk

* try remove hack

* try disable github metal cache...

* try CACHELEVEL=0 :D idk anymore

* try increase newCommandQueueWithMaxCommandBufferCount_, im almost out of ideas...

* revert

* actually not a HACK

* oops
2024-02-29 07:40:40 -05:00
qazal
7864fb69d1 delete MovementOps (#3434)
* delete MovementOps

* keep extra/to_movement_ops.py
2024-02-19 23:21:44 +01:00
xarkes
28a8b72024 Remove Interpreted device & remaining CPU/TORCH ref (#3423)
* Remove Interpreted device & remaining CPU/TORCH ref

* Oops

* supports_device was useful

* Fix doc wording

---------

Co-authored-by: chenyu <chenyu@fastmail.com>
2024-02-16 00:30:21 -05:00
George Hotz
a40df14fef ops_ext to replace cpu import (#3409)
* ops_ext to replace cpu import

* don't allow zero copy with as buffer

* memoryview(bytearray

* reenable test

* fix jit issue
2024-02-15 13:03:42 +01:00
George Hotz
6356474d6d Revert "ops_ext to replace cpu import (#3406)" (#3408)
This reverts commit 91eb93f85a.
2024-02-15 12:16:10 +01:00
George Hotz
91eb93f85a ops_ext to replace cpu import (#3406)
* ops_ext to replace cpu import

* don't allow zero copy with as buffer

* memoryview(bytearray

* reenable test
2024-02-15 12:14:58 +01:00
George Hotz
2e60012bcf move create schedule and delete old API (#3377)
* move create schedule and delete old API

* fix test multitensor
2024-02-12 18:10:45 +01:00
George Hotz
41efaa848c move graph.py and jit.py into features (#3376)
* move graph.py into features

* move jit into features

* fix quickstart
2024-02-12 17:34:34 +01:00
Mason Mahaffey
3ebf7a3e38 reflect changes to shapetracker in doc printouts (#3349) 2024-02-08 16:20:30 +01:00
George Hotz
3c728d1082 compiler support (#3260)
* compiler support

* revert that

* fix tests
2024-01-26 23:36:40 -08:00
chenyu
1b508e0f71 fix fuzz_linearizer toCPU to as_buffer (#3158) 2024-01-17 13:18:46 -05:00
George Hotz
1f9aee8b6f remove numpy from device (#3123)
* remove numpy from device

* fix tests

* np item

* cleanups

* simplify with as_buffer

* no toCPU

* tinygradic

* cast to scalar
2024-01-14 19:36:05 -08:00
George Hotz
a280cfe169 move dtypes to dtype.py (#2964)
* move dtypes to dtype.py

* fix urllib
2024-01-01 14:58:48 -08:00
chenyu
3ba591c3fd less outdated abstraction.py (#2917)
removed some old terms and updated types and code pointers
2023-12-22 15:31:02 -05:00
chenyu
50927defad s/lazydata.realized/lazydata.base.realized/g (#2914)
* s/lazydata.realized/lazydata.base.realized/g

* not that
2023-12-22 14:45:13 -05:00
George Hotz
1765849937 new lazy, benchmark (#2878)
* lazy rewrite, try 2

* min fix tests

* pass contig test

* put broken pads back

* move that to realize

* no contig child fixes array packing

* so wrong

* now that's correct

* base children

* fix bind issues

* disable to_image_idx

* fix tests

* that failure shouldn't break other tests

* more fixes

* fix torch

* skip failing tests in CI

* 1e-7

* half is broken

* 1e-6 margin of error
2023-12-20 14:33:21 -08:00
George Hotz
00d9eda961 FROM -> COPY, move vars_from_ast (#2675) 2023-12-07 16:32:30 -08:00
George Hotz
d6b404ac11 No dtype alloc (#2570)
* fix all allocs

* improve docs

* ugh fix fake alloc
2023-12-02 13:29:40 -08:00
George Hotz
5068e99d18 refactor to remove extra kernel params (#2563)
* refactor to have compiled kernel

* bugfixes

* docs/beautiful.py

* revert that

* fix tests
2023-12-02 00:32:25 -08:00
George Hotz
6733425095 lower schedule (#2559)
* lower schedule

* remove RAND, and don't put load in the JIT yet

* better fix for that test
2023-12-01 19:17:46 -08:00
chenyu
7fec966b5e bye bye NOOP (#2534)
* bye bye NOOP

* SIN

* NEG
2023-11-30 23:10:35 -08:00
George Hotz
2c363b5f0b new style device (#2530)
* cpu tests pass

* torch works

* works

* metal works

* fix ops_disk

* metal jit works

* fix openpilot

* llvm and clang work

* fix webgpu

* docs are rly broken

* LRU works on metal

* delete comment

* revert name to ._buf. LRU only on Compiled

* changes

* allocator

* allocator, getting closer

* lru alloc

* LRUAllocator

* all pass

* metal

* cuda

* test examples

* linearizer

* test fixes

* fix custom + clean realize

* fix hip

* skip tests

* fix tests

* fix size=0

* fix MOCKHIP

* fix thneed

* copy better

* simple

* old style metal copy

* fix thneed

* np reshape

* give cuda a device
2023-11-30 17:07:16 -08:00
George Hotz
9e07824542 move device to device.py (#2466)
* move device to device.py

* pylint test --disable R,C,W,E --enable E0611

* fix tests
2023-11-27 11:34:37 -08:00
chenyu
a753c8e071 examples of new GPT2 and JIT change (#2261)
* var_vals are global

* working with global ish

* better

* fix export model

* fix tests

* better kv cache

* does it run?

* use where for kvmask

* fix excessive var_vals

* fix import

* how does multigpu use this?

* llama kinda work

* faster and simpler

* cleanup

* fix conversation mode

* test cleanups

* fix one more test

* test cleanup

---------

Co-authored-by: George Hotz <geohot@gmail.com>
2023-11-10 15:07:02 -05:00
George Hotz
0c9b4ab885 no to_underlying (#2222)
* no to_underlying

* context is no longer used

* no more optimizing

* update docs
2023-11-05 21:34:20 -08:00
George Hotz
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 Hotz
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 Hotz
121f7aa8c5 Schedule item (#2012)
* ScheduleItem

* put var_vals in the schedule

* fix tests, wow that proliferated quickly

* not ready to be in the schedule
2023-10-07 08:59:25 -07:00
George Hotz
de5d603ec1 corealize + remove realize from lazybuffer (#1968)
* corealize + remove realize from lazybuffer

* fix multigpu

* fix graph
2023-10-04 10:59:31 -07:00
nimlgen
2ea1dd3e87 no process() in Linearizer (#1966)
* no process() in Linearizer

* more process() clean up
2023-10-04 07:18:42 -07:00
George Hotz
0945848b5f schedule the loadops like everything else (#1964)
* schedule the loadops like everything else

* unify loadops with other things we schedule

* delete all the ops

* fix symbolic jit
2023-10-04 02:36:04 -07:00
George Hotz
adab724caa schedule2, keep the tests working with small changes (#1932)
* lazy cleanups

* ast functions take in LazyOps

* op instead of self.op

* _base for mops

* fix contiguous

* start schedule

* test_schedule

* fix openpilot

* more tests

* bugfix and test skip

* work

* make sure things get freed

* fix zerosized tensors

* fix failing test

* fix ceil and friends

* fix openpilot

* disable training

* disable test collectives
2023-09-28 09:14:43 -07:00
George Hotz
c907efbf4a reorder a few things (#1915)
* reorder a few things

* huh, that has to be there

* move apply shapetracker

* BufferOps

* only for type checking
2023-09-25 10:17:21 +08:00
George Hotz
20059dc55b Make ShapeTracker Immutable (#1909)
* ugh

* ops test pass

* fix shapetracker tests

* sym shapetracker

* shapetracker is a tuple of views now

* from_shape

* fix has variable shape

* key isn't needed

* post init assert
2023-09-24 21:09:03 +08:00
George Hotz
7ff7aacdb4 LazyOp out of Linearizer (#1908)
* loadop buffer on cpu

* works for GPU

* sort of working

* has bugs

* gpu tests pass

* fix some tests

* fix tensor cores

* fix test linearizer

* fix symbolic

* fix has_variable_shape

* non symbolic size

* disable weird test

* simple cache fix

* fix custom function

* fix kopt

* cleanups

* a bit broken on the assign

* contig check

* only buffer

* need that order

* idx

* dedup buffers

* hmm, bugfix

* fix tensor cores

* opts device
2023-09-24 14:30:53 +08:00
George Hotz
97dc813329 Revert "All LazyOps in the Linearizer (#1905)" (#1907)
This reverts commit a5820390db.
2023-09-24 11:51:22 +08:00
George Hotz
a5820390db All LazyOps in the Linearizer (#1905)
* loadop buffer on cpu

* works for GPU

* sort of working

* has bugs

* gpu tests pass

* fix some tests

* fix tensor cores

* fix test linearizer

* fix symbolic

* fix has_variable_shape

* non symbolic size

* disable weird test

* simple cache fix

* fix custom function

* fix kopt

* cleanups

* a bit broken on the assign

* contig check

* only buffer

* need that order

* idx
2023-09-24 11:50:00 +08:00
crankygrumpster
c8025c319c Remove Token from abstractions.py (#1741)
* Remove Token from abstractions.py, update output string

* add dtype
2023-09-02 21:56:11 -07:00
George Hotz
453e437598 move stuff in the linearizer (#1726)
* move stuff in linearizer

* move stuff in linearizer

* minor

* fix opts import
2023-08-31 14:42:09 -07:00
nimlgen
1c0449e190 add cache collector (#1595)
* init cache collector

* add test_cache_collector.py

* switch GlobalCounters.cache to CacheCollector

* init jit models test

* jitted SD

* add debug msg to print loaded bufs count

* moved cache collctor to jit

* clearer SD

* no double device import
2023-08-28 19:59:55 -07:00
George Hotz
a6d842af7a move device to ops (#1646)
* move device to ops

* mlops types

* 2 lines
2023-08-23 08:30:17 -07:00
chenyu
ae39cf84ab Symbolic Shape JIT main PR (#1353)
* Symbolic Shape JIT

update tests

2 variables symbolic ops, adding more tests

test passing

cleanup

* more test cases

* single flag

* review update

* jit attention one piece

* realize

* symbolic_jit test for cuda

* old artifact

* works with cuda gpu but failed ci

* CUDACPU
2023-08-18 14:39:55 -07:00
George Hotz
d24f936501 just cmplt (#1493)
* just cmplt

* fix maximum

* don't save, there's no backward

* ugh, no slot either

* eq is a scam
2023-08-08 13:58:10 -07:00
George Hotz
7b8d06c9f1 test uops (#1444)
* test uops

* tests should pass

* improve uops

* precision
2023-08-05 12:35:56 -07:00
George Hotz
84c430355e fix backends for new style (#1443)
* fix backends for new style

* fix method cache

* fix fakeless

* llvm blacklist

* fix kernel optimizer
2023-08-05 11:07:04 -07:00
chenyu
940b6fd21a Revert "Fix constant folding for Tensor([3]) (#1227)" (#1274)
This reverts commit ab645317c9.
2023-07-19 10:51:06 -07:00
David Hou
56ee97b37f dedup kernel args v2 (#1272)
* new version

* fix abstractions

* try remove test

* Revert "try remove test"

This reverts commit 2fc18a9f8e.

* assert_allclose

* minimize the test

* minimize the test

* minimize the test

* minimize the test

* Revert "minimize the test"

This reverts commit e0c0929596.

* Revert "minimize the test"

This reverts commit 88240551b1.

* Revert "minimize the test"

This reverts commit 78328a7ce2.

* Revert "minimize the test"

This reverts commit 989523fded.

* skip test inside body

* oops

* oops
2023-07-18 20:03:42 -07:00
Adrian Kretz
5a8ad57163 Add WHERE ternary (or trinary?) op (#1196)
* Rename FusedOps to TernaryOps

* Support ternary broadcast

* Add where llop and mlop

* Make where op work in cstyle codegen

* Don't skip test_inf_where

* Add backward path to where op

* Use bool in cstyle codegen

* Add LLVM where op

* Add numpy where op

* Add torch where op

* Simplify where mlop

* Update documentation

* Forgot a rename

* Merged relevant changes from PR #1195 onto PR #1196

* Add test to cover changes to linearizer.ast_parse for WHERE op

Without this METAL will try to use ternary op on float4 and fail

* Make where op work in wgsl backend

* Allow ternary ops to be merged

* Make mypy happy

---------

Co-authored-by: Francis Lam <flam@alum.mit.edu>
2023-07-16 00:31:55 -07:00
chenyu
ab645317c9 Fix constant folding for Tensor([3]) (#1227)
* Fix constant folding for Tensor([3])

* Remove duplicated prod import

* load in the same device

* better numpy

* add constant fold shape test cases

* improve tests
2023-07-11 14:01:32 -07:00
George Hotz
2952b8e7a8 Fix up abstractions.py to include the Linearizer (#1177)
* fix up docs

* remove pow, add sqrt
2023-07-07 18:33:51 -07:00