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Author SHA1 Message Date
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
George Hotz
5dbab7fae6 bring thneed back (#4467) 
* bring thneed back

* simple thneed

* bug fixes in new thneed

* needs_load

* context

* move that there

* fix thneed size

* fix CI

* one memory planner

* assert on buffer size
 2024-05-07 20:55:03 -07:00
chenyu
7eb035e7c5 stronger test case for half mean overflow (#4470) 2024-05-07 22:40:09 -04:00
chenyu
ca7300c783 fix half mean and its backward (#4469) 
* fix half mean and its backward

cast to sum_acc_type, sum, div, then cast back

* mean dtype tests
 2024-05-07 21:46:41 -04:00
Francis Lam
7da1b41f38 fuzz_linearizer: add FUZZ_REQUIRE_TC option to require TC in opts (#4468) 
useful for checking late opts after TC such as GROUP, etc.
 2024-05-07 17:14:21 -04:00
chenyu
46a793111b test for LazyBuffer._view when mask out and degrade into const (#4465) 
changed the condition from all 0 in masked dims to any 0 in masked. it's no-op because shapetracker rewrites whole mask to 0 if any dim has 0 as part of canonicalization
 2024-05-07 12:56:23 -04:00
nimlgen
a1d350a810 nv timeline semaphores (#4464) 
* nv timeline semaphores

* nv hcq fixes
 2024-05-07 17:31:19 +03:00
nimlgen
e3bb85fd0e amd timeline semaphores (#4416) 
* amd timeline semaphores

* v2

* fixes

* reset signals

* fix

* rollover test

* small fixes

* linter

* copyin
 2024-05-07 11:17:32 +03:00
George Hotz
17faae091b optimizer shouldn't be run without training (#4460) 
* optimizer shouldn't be run without training

* set training in relevant tests

* fix multitensor

* that too
 2024-05-06 15:34:12 -07:00
qazal
35dfbc6354 rand_for_dtype helper (#4459) 2024-05-07 00:03:42 +03:00
nimlgen
a3140c9767 nv boost subdevice (#4456) 2024-05-06 23:05:20 +03:00
Francis Lam
47750e65fd kernel: un-reverse the order of the local indices (#4454) 
no change to performance or behavior.  new LOCALS are added to the
left side of the LOCALS block (to the left of the first_reduce).
 2024-05-06 15:21:27 -04:00
chenyu
5e036cd0b3 test unary and more reduces in test_flopcounter (#4455) 
cannot really catch a spec change error without testing the new spec explicitly, but we don't intended to change the lazy spec lightly

another possible way to catch reduce flopcounter shape would be type checking InterpretedFlopCounter and throw error if `in` results in `Never`
 2024-05-06 15:15:16 -04:00
nimlgen
d0b8862dea fix out of resource kernels on nv (#4450) 
* fix out of resource kernels on nv

* better comment

* noqa

* noqa 2

* linter
 2024-05-06 19:24:20 +03:00
George Hotz
f4e49a7c1a resnet 50 opt: correct loop + LARS (#4449) 
* correct loop + LARS

* ops
 2024-05-06 08:01:26 -07:00
chenyu
292ce64ad7 move acc_dt out of lazy (#4382) 
move the logic to tensor.py for forward, and function.py for two places in backward (expand and max)
 2024-05-06 07:41:25 -07:00
nimlgen
113c2f00b9 amd doorbell size is 64bits (#4448) 
* amd doorbell size ids 64bits

* add test

* test to pass 32bit boundary is more correct

* no need to round there
 2024-05-06 16:59:59 +03:00
George Hotz
fc995d4446 add backward to handcode_resnet50_opt 2024-05-06 06:42:26 -07:00
qazal
6dbe5585b0 batchnorm + conv backward in test_schedule (#4420) 
* test both optims

* batchnorm_backward
 2024-05-06 16:40:17 +03:00
Timmy
3f3c973022 Multiple Reduce Kernels - kernel properly orders reduceops (#4418) 
* enable kernel with multiple reduceops

* copy self.reduceops

* assert only one reduceop per kernel

* kernel.py dfs order

* linters

---------

Co-authored-by: qazal <77887910+Qazalin@users.noreply.github.com>
 2024-05-06 13:54:44 +03:00
wozeparrot
603d3a351b feat: allow keeping multiple cookies (#4440) 2024-05-05 19:26:48 -07:00
chenyu
afe020710d disable PADTO on upcasted axis (#4444) 
fixed test_failure_31. PADTO upcasted is at best a no-op, and might fail at edge cases.
 2024-05-05 21:52:03 -04:00
Francis Lam
709410071c mlperf/resnet: updated BEAM params to increase performance (#4443) 2024-05-05 21:49:46 -04:00
Francis Lam
c8595a9655 update sops.gz, fix tests and add new linearizer test (#4437) 
* update sops.gz, fix tests and add new linearizer test

* remove METAL CI skip for test_failure_22

* re-add skip to METAL CI to test_failure_22
 2024-05-05 17:31:25 -04:00
wozeparrot
9ad3d0520a hotfix: npy is also ok (#4439) 2024-05-05 13:48:54 -07:00
chenyu
d0eb1540d5 helpers.diskcache_clear (#4436) 
drop all tables in diskcache. added a unit test but disabled it by default because it will drop all cache...
 2024-05-05 14:19:01 -04:00
George Hotz
595a6e3069 test_fold_conv_relu_backward test 2024-05-05 11:13:43 -07:00
George Hotz
cc16f644d0 hotfix: remove FAKE buffer from graph 2024-05-05 10:52:41 -07:00
qazal
760776c59d merge EfficientNet to C with clang job (#4426) 
* merge ImageNet to C with linters

* add to clang

* delete from linter
 2024-05-05 20:33:12 +03:00
chenyu
3b30756cbb update mlperf submission system (#4435) 
more required fields.
 2024-05-05 13:19:07 -04:00
George Hotz
f95658bc3e hotfix: pickle jit works if you delete the function 2024-05-05 10:14:03 -07:00
George Hotz
12be536c06 Clang graph (#4424) 
* clang graph runner

* render_dtype

* name it ClangGraph

* JIT=2

* JIT=2 goes there

* JIT as context var
 2024-05-05 09:54:12 -07:00
David Hou
544431c388 refactor: pass reduceop into global_load (#4417) 
* pass reduceop directly to global_load

* typing

* make mypy happy :/

* cede a line to mypy :(

* fold in acc_const

* add todo
 2024-05-05 19:43:48 +03:00
geohotstan
874dfc556c update setitem tests to test for currently supported cases (#4334) 
* tests, tests, tests

* one more test

* tests tests tests tests

* t e s t

* a few more
 2024-05-05 11:59:13 -04:00
chenyu
fc9e58e482 Revert "refactor sparse_categorical_crossentropy (#4406)" (#4429) 
This reverts commit c7368515d2.
 2024-05-05 02:30:37 -04:00
David Hou
c0a048c044 batchnorm d(var)/d(mean) = 0 (#4430) 
* d(var)/d(mean) = 0

* drop the number in test_schedule!
 2024-05-05 00:25:45 -04:00
George Hotz
e2eab9c2b3 hotfix: disk is okay in child process 2024-05-04 18:18:31 +00:00
George Hotz
cf33afa778 don't open devices from children (#4425) 
* don't open devices from children

* correct way to do this

* fix Device.DEFAULT and add back JITBEAM
 2024-05-04 10:35:40 -07:00
qazal
fa17dcaf07 Fix llm.c/export.py (#4423) 
* fix headers

* add CI

* add stdio

* merge clang tests

* revert llm.c

* revert ci

* Revert "revert llm.c"

This reverts commit 5fd17e3c8b.
 2024-05-04 19:37:10 +03:00
George Hotz
cb7289f9c9 remove clang program header (#4422) 
* remove clang program header

* proper max

* bools are numbers

* fix compile enet
 2024-05-04 08:38:01 -07:00
qazal
267bbb57f9 Revert "Add insert_before to Linearizer Functions (#4320)" (#4421) 
This reverts commit 664b563c91.
 2024-05-04 17:50:21 +03:00
qazal
5f3bae378f search children in fusion (#4322) 
* scheduler diff

* tests diff

* new changes

* realizes

* chores

* assign

* kind of r3

* forced_realize wont do it

* with forced_realize

* start with children

* test search

* r3 with parents

* diff cleanup

* add children

* crossing assign

* late fuse descendants

* update kernel counts

* assign diff doesnt belong here
 2024-05-04 17:22:15 +03:00
qazal
249cadd106 fusing crossing diamond assign (#4403) 
* refactor scheduler parents search

* assign target

* unit test

* can't chase this
 2024-05-04 15:19:48 +03:00
George Hotz
9fc4465557 subbuffer support (#4397) 
* subbuffer support

* diskbuffer offset

* cuda subbuffer works

* use subbuffer

* more subbuffer tests

* consecutive

* cast

* consec

* offset

* view is a better name

* offset is in nbytes

* fix view + memory planner

* delete unused DiskRunner

* reverse order

* no subbuffers on unrealized consts

* only enabled for disk

* don't reverse memory

* view supported devices

* pickle buffer view

* ring jit

* support extra view inputs in jit

* fix JIT=2 issue

* test copy jit

* p2p isn't an option anymore

* fix dep tracking issue

* fix mypy

* fix pickle

* from_nv is contents now
 2024-05-03 18:05:57 -07:00
chenyu
c7368515d2 refactor sparse_categorical_crossentropy (#4406) 
factor out the -1 * and / loss_mask.sum() for both smoothing and non-smoothing terms
 2024-05-03 14:28:36 -04:00
qazal
3401734e54 infra for scheduler process replay (#4405) 
* use getenv

* capture ast

* fix graph

* replay schedules

* exec
 2024-05-03 20:29:13 +03:00
chenyu
473ecb978a remove SPLIT_REDUCEOP=1 from resnet scripts (#4404) 
SPLIT_REDUCEOP=1 is default
 2024-05-03 12:36:23 -04:00
David Hou
b767d59684 resnet trainer: keep old cookie around until next step has been queued (#4401) 
* keep old cookie around until next step has been queued (-10ms 6gpu)

* also for eval

* drop cookie before data_get?

* Revert "drop cookie before data_get?"

This reverts commit b01e6aa2b2.

* Revert "Revert "drop cookie before data_get?""

This reverts commit 23464e73d4.
 2024-05-03 12:15:21 -04:00
qazal
cf3ccb809f refactor scheduler parents search (#4402) 2024-05-03 17:16:34 +03:00
George-the-1st
0627e26140 Added missing unittest execution code (#4400) 
same code as on every other test file, just missing from this one for some reason.
 2024-05-02 22:34:30 -04:00