* mockgpu nv
* works
* comment that out
* fix merge
* setup gpuocelot
* install packages
* not run all of them
* passes
* fix ci
* almost
* should pass
* linter
* linter 2
* try this?
* ugn, not supported
* ci
* remove ticket from description
* better descs
* 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
* add support for train/val datasets for kits19
* split dataset into train and val sets
* add tests for kits19 dataloader
* add MLPerf dataset tests to CI
* update unet3d model_eval script
* fix linting
* add nibabel
* fix how mock dataset gets created
* update ref implementation with permalink and no edits
* clean up test and update rand_flip implementation
* cleanups
* wmma: widen TC usage in search by using PADTO on TC axes when possible
* test: start tests for the new padding TC behavior
* search: upgrade padded TC search to TC_OPT >= 2
* test: add behavior and correctness test for padded TC
added optional argument to apply_tensor_core to set TC_OPT level
* linearizer: add tests for the PADTO behvaior and docs
* start
* fix err 93
* gpu
* ioctl mappings
* alloc like cuda
* semaphores
* wait for semaphores value
* start ops_nv
* very simple kernels work
* init several gpus
* qmd dumper
* dirty, but most of kernels work
* always all test_ops
* progress, more tests, stable
* test_ops passes, gpt2 works
but wth big fifo, wrap of fifo doesn't work, i think it's something coherency releated
* need better sync
* fix sync
* alloc2
* all tests pass!
* cleanup 1
* cleanup
* multigpu, simple transfer
* fix sync
* correct init
* nv_gpu autogen + sync bug fix
* clean extra/nv_gpu_driver
* p2p
* clean up
* remove old gen
* small fixes
* cleanup
* cleanup 2
* small fixes
* bigger queue size
* cleanups
* wait
* fixed signals for devs
* fix hang + parallel beam
* small fixes
* detect when local memory is big in kernel
* correct assert
* small fixes
* correct tls size est
* one va space
* less lines
* shorter
* save 2 lines
* save some lines
* remove type ignores
---------
Co-authored-by: George Hotz <72895+geohot@users.noreply.github.com>
* add DICE loss and metrics
* update dice to include reference implementation's link
* remove unused imports
* remove unnecessary test file and update pred + label for metrics and losses test
* add tests to CI + add exclusion of mlperf_unet3d
---------
Co-authored-by: chenyu <chenyu@fastmail.com>
* init
* add failed case
* fix: temp comment out MULACC cast
* is this right?
* add test case
* oops, forgot to get rid of temp test
* WOOOOOO TOOK OUT 2 TRANSPOSES IN GATHER YAY
* cleaner
* comment cleanup
* update docs
* resolve conflict
* oops
* SUPA FAST
* comment out a test
* del some print statements
* use new broadcast stuff
* more clean up
* move try except
* skip fancy indexing for python backend test_ops
the annoying thing to remove all FlopCounter is that for device that does not support local, matmul index alu is huge.
we can remove the dtype first.
sneak in updating `ruff` command to `ruff check`
