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Author SHA1 Message Date
George Hotz
2f970a4fc2
 		all realize 2 (#4527) 
* all realize 2

* tests fixup

* fix more tests

* fix openpilot

* fix tests

* unneeded
 2024-05-10 22:43:09 -07:00
wozeparrot
d2c347fc74
 		faster gather for bert (#4526) 2024-05-10 22:28:48 -07:00
George Hotz
922e6e056a hotfix: fix docs 2024-05-10 21:51:35 -07:00
George Hotz
347a3acb37
 		add renderer class (#4524) 
* add renderer class

* tests pass

* fix pylint

* fix tensor cores
 2024-05-10 21:40:02 -07:00
chenyu
b00b6b16f0
 		fix TRAIN_BEAM and Tensor.training for mlperf bert (#4525) 
also hard coded bert model config instead of looking up a file
 2024-05-11 00:18:36 -04:00
chenyu
7fab8c9e17
 		add symbolic mean test cases in test_symbolic_ops and test_symbolic_jit (#4523) 
* add symbolic mean test cases in test_symbolic_ops and test_symbolic_jit

2d symbolic mean in jit does not quite work, order of the variable inputs are not deterministic?

* skip
 2024-05-10 23:19:55 -04:00
George Hotz
827058f030
 		update tests get_runner (#4522) 2024-05-10 20:09:22 -07:00
George Hotz
a0448ff595
 		use copy kernel in schedule (#4520) 
* use copy kernel in schedule

* imports
 2024-05-10 15:30:33 -07:00
chenyu
b15e2309bd
 		verbose error message in getitem (#4519) 
* verbose error message in getitem

still hard to undetstand, at least it prints what it's trying to expand

* sure

* :
 2024-05-10 17:25:41 -04:00
George Hotz
d438d5698d
 		bring buffer back to device (#4517) 2024-05-10 11:22:31 -07:00
qazal
a2b707a3eb
 		scheduler comments 1 (#4515) 2024-05-10 20:44:28 +03:00
George Hotz
4eef1ee9bf
 		move renderer into options (#4514) 
* move renderer into options

* fix tests

* renders are functions
 2024-05-10 10:01:51 -07:00
George Hotz
7c630a9a53 hotfix: fix llama spacing + fix hcq 2024-05-10 15:10:13 +00:00
George Hotz
58e7256ce9
 		restore hcq graph (#4513) 
* Reapply "hcq graph (#4380)" (#4512)

This reverts commit 06c1e7498e.

* bring back hcq graph
 2024-05-10 07:45:05 -07:00
George Hotz
06c1e7498e
 		Revert "hcq graph (#4380)" (#4512) 
This reverts commit 84a2e2b8c1.
 2024-05-10 07:18:09 -07:00
nimlgen
84a2e2b8c1
 		hcq graph (#4380) 
* start hcq graph

* hack-fix sync on amd

* nv

* fix nv

* multigrah

* fixes

* temp fix for graph

* this is not needed

* fix

* cleaner

* linetr

* fix none

* faster cuda copy

* faster amd copy

* temp nv fixes

* alloc on gpu

* exp: faster amd

* Revert "exp: faster amd"

This reverts commit 2e4cfd1f7d8a33634c50fb5655cff1b40269d28c.

* revert, unrelated

* not in this pr

* linter
 2024-05-10 07:15:12 -07:00
qazal
2b7ab60584
 		dfs fusion (#4491) 
* use continue

* simplify

* flip

* track r

* derive forced_realize

* scheduler needs comments
 2024-05-10 17:00:48 +03:00
qazal
bd8bb82555
 		move fusion out of child iteration (#4509) 2024-05-10 12:03:32 +03:00
qazal
ff216a383a
 		refactor fused children (#4508) 
* realized_children -> group

* use a set
 2024-05-10 11:49:23 +03:00
chenyu
b399d98e41
 		fix resnet eval (#4507) 2024-05-10 00:49:00 -04:00
wozeparrot
a602dc67d3
 		feat: more mlperf fixes (#4505) 2024-05-09 20:50:20 -07:00
chenyu
0e8aa0e288
 		use fake data in beam searching resnet (#4504) 2024-05-09 23:43:50 -04:00
George Hotz
5bfc33948a hotfix: only run optimize_local_size once 2024-05-09 20:01:53 -07:00
wozeparrot
29daea4e60
 		fix: core count and os (#4503) 2024-05-09 19:55:07 -07:00
George Hotz
89e119bc58
 		move Allocator to buffer.py (#4502) 
* move Allocator to buffer.py

* move those to realize

* memory file

* cleanup
 2024-05-09 19:45:56 -07:00
George Hotz
1e843d495e
 		cleaning up search with Program (#4500) 
* cleaning up search

* fix tests

* test fix

* minor compiler cleanup
 2024-05-09 19:01:53 -07:00
chenyu
d3dc332c2e
 		Tensor.logsumexp (#4442) 
the subtract max part should share with safe softmax

cleaner
 2024-05-09 20:49:06 -04:00
chenyu
78b298aa2a
 		move 0d tensor reduce axis check to _reduce (#4499) 2024-05-09 20:29:55 -04:00
George Hotz
c9e84ed0da
 		refactor to Program class (#4476) 
* refactor to Program class

* switch to Program

* fix tests

* smaller diff

* self.p

* more tests

* fix metal test

* tests

* fix openpilot

* move that to linearizer

* p.launchdims
 2024-05-09 17:29:07 -07:00
chenyu
5de4a46f10
 		re-enable gpt2 half/beam mac benchmark (#4496) 
* re-enable gpt2 half/beam mac benchmark

from fuzzer it seems to be flaky due to numerical issue, not kernel bug. we used to have half in splitted reduce.

run this in M1 Max for 20 loops and it's fine

* that should be jitted
 2024-05-09 19:15:32 -04:00
nimlgen
a2e2ba380c
 		nv tune shmem size (#4495) 
* nv tune shmem size

* compare them

* linter

* linter2
 2024-05-10 00:35:01 +03:00
chenyu
ef93e41a15
 		resnet mlperf systems add tinygrad commit and python / runtime versions (#4494) 2024-05-09 16:04:15 -04:00
chenyu
b5afdfbc5b
 		first draft resnet mlperf readme (#4493) 
* start readme

* something
 2024-05-09 15:51:44 -04:00
chenyu
047c7f3e5b
 		polish resnet mlperf logging (#4490) 
don't include save final check point time in run time, and some cosmetic order changes
 2024-05-09 13:04:24 -04:00
chenyu
d78e159aa3
 		resnet logging move RUN_START to start of the script (#4488) 2024-05-09 12:32:32 -04:00
chenyu
1bcb58479d
 		resnet setup power cap red box gpu to 350W (#4484) 
1%-2% faster
 2024-05-08 23:32:41 -04:00
chenyu
0ed755bcf5
 		resnet use EVAL_BS=192 (#4482) 
* resnet use EVAL_BS=192

also lower green run BEAM_MIN_PROGRESS from 10 to 5

* BEAM_MIN_PROGRESS 5 is too close to setup limit
 2024-05-08 22:29:27 -04:00
chenyu
1f6bf9d2f7
 		real diskcache_clear in model_train resnet (#4445) 
clear cache if INITMLPERF is set, or running run_and_time. dev_beam and dev_run do not clear cache
 2024-05-08 19:06:09 -04:00
chenyu
1b4645bea6
 		hotfix resnet move init_start to start of the script (#4481) 2024-05-08 19:03:52 -04:00
wozeparrot
a347ae94d6
 		feat: remove wandb (#4480) 2024-05-08 15:31:16 -07:00
qazal
00c309dfe2
 		trigger tc in remu (#4479) 2024-05-08 23:23:46 +03:00
nimlgen
e14d5b6fd7
 		nv fix oob qmd ptr (#4478) 
* nv fix oob qmd ptr

* test kernargs no oob
 2024-05-08 23:11:04 +03:00
chenyu
db7e15c46f
 		hotfix resnet only log epoch start with RUNMLPERF (#4477) 2024-05-08 15:14:41 -04:00
chenyu
062c6dd65d
 		mlperf logging, truncate dir in logs and log seed (#4475) 2024-05-08 12:54:02 -04:00
chenyu
b62a65b617
 		redo faster sparse_categorical_crossentropy (#4461) 
update LR and DECAY in resnet default that help convergence too
 2024-05-08 11:21:43 -04:00
Elias Wahl
e87460c7e2
 		bump version (#4474) 2024-05-08 07:48:42 -07:00
Szymon Ożóg
4eb6aef73c
 		Speed up graph rewrite (#4473) 
* Speed up graph rewrite

* Bring back old name
 2024-05-08 07:15:15 -07:00
Nicklas Boman
cc33947fa5
 		Update links in new docs (#4363) 
tensor and nn links to tensor.md and nn.md
 2024-05-08 06:13:00 -07:00
chenyu
36a1f38049
 		lazy folding: mul -1 is neg, and neg neg is noop (#4472) 2024-05-08 01:52:22 -04:00
chenyu
c508eb7425
 		revert the removal of CAST_BEFORE_VIEW (#4471) 
this brings most of the memory gain for resnet back.
 2024-05-08 00:14:29 -04:00