* op arg alu [pr]
* more
* more passing
* fix more tests
* more tests passing
* fix single failing test
* so much cleaner
* noop to not have process replay trigger
* fix ptx
* generate new kernel dataset
pre req to remove NumNode
```
extra/optimization/generate_dataset.sh
gzip -k /tmp/sops
mv /tmp/sops.gz extra/datasets/
```
* fix var range in fuzz_linearizer
* most of the work from the uops2 branch
* schedule
* realize
* kernel
* lowerer
* search
* green
* merge uops with ops
* Revert "merge uops with ops"
This reverts commit 1408a59f12.
* fix benchmark
* remove extra dedup
* test/external/fuzz_linearizer: fix for new AST changes
also add beautiful_mnist failures
* add CLANG and LLVM to test_failure_35 failed_platforms
* fix test_linearizer_failure names
replaced all dtype.np with _to_np_dtype defined in tensor.py.
after this, the only numpy usages are (1) Tensor(np.ndarray), (2) construct .numpy() output, (3) numpy random buffer
* WIP: clean up update stats
* line savings now
* fix graphs
* fix tests
* tighter prints
* remove extra jit=false
* debug=2 means wait
* that won't update stats
* still wait
* fuzz_linearizer: reduce debug verbosity and make easier for CI usage
* rename FUZZ_BEAM to FUZZ_ALL_ACTIONS (not choosing a subset)
* skip simple ASTs (easier to use with LOGOPS output)
* don't fuzz a previously seen AST
* add options to allow non-zero --expected-failures
* clean up naming and use set
* search: add BEAM_VERIFY option to validate search results
refactor fuzz_linearizer comparison to allow it to be used in for
BEAM_VERIFY in device.py
* search: fix to verify the beam_search result and not the fastest
* search: fix typing and clean up
* device: remove imports from test and add LOGKERN options
LOGKERN output can be used with test/external/verify_kernel.py
to validate correctness
* fix example in verify_kernel.py
* cleanup fixes
* fix to use f-strings
* add FUZZ_NTH to fuzz_linearizer
also update tests in test_linearizer_failures to not just run on METAL
* update failures for HIP/HSA
* test_failure_21 LLVM PADTO
included non-reduce kernel and kernel with variables. green msg when everything passed
it's possible that creating rawbufs failed due to memory error, included that in failure cases
* test/external/fuzz_linearizer: add a FUZZ_MAX_SIZE option
this allows us to limit the size of the kernel and reduce running
times by avoiding ones that take a long time
* fix spacing and re-order to put parameters together
