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65 Commits (4c37aed8411a495effac1e924496719e13579cfa)

Author SHA1 Message Date
Sean Silva ef25428fe3 Add lowering from linalg to loops. 
This also adds a small pass to clean up the `dim` ops that linalg
introduces. For now, it only has a trivial pattern that looks for a
`tcp.alloc_memref(%shape)` op to get the shape as we currently have an
invariant that all memrefs are the result of such ops.

But eventually this will need to look through view ops and any other
shape-ish stuff that linalg introduces as it lowers to loops, along with
any slicing ops introduced by buffer allocation.
 2020-05-11 18:54:52 -07:00
Sean Silva f525d4dbcf Add custom assembly format for tcp.alloc_memref/tcp.get_extent 
This makes the IR a bit easier to scan.
 2020-05-11 15:28:34 -07:00
Sean Silva e29aef855b Initial TCF/TCP E2E seed. 
Very much WIP.

This is enough to get tcf.add down to approximately the "linalg.generic
on buffers" level of abstraction. (but there are nuances)
 2020-05-08 20:20:41 -07:00
Stella Laurenzo a91b0bfbe1 Add numpy.get_slice op and wire it up to the tracer. 2020-05-08 16:04:58 -07:00
Stella Laurenzo bc5ef81d68 Add basicpy.SlotObject type and ops to create/index into it. 
* This is intended to provide low-level modeling for built-in objects.
* It is now possible to trace slice tuples (which are tuples of NoneType|EllipsisType|SlotObjectType<slice, ...>).
 2020-05-05 18:16:01 -07:00
Stella Laurenzo bfd5fedba7 Add central registration for type ranges. 2020-05-05 14:16:39 -07:00
Stella Laurenzo 502ef8f195 Create skeleton for 'Basicpy' dialect. 
* It is time to start adding more python mechanisms.
* Running into this for materializing slice() objects.
 2020-05-04 17:48:02 -07:00
Stella Laurenzo ebb5bcf6af Handle np.transpose() and ndarray.T shortcut. 
* Just the form without explicit permutation for now.
 2020-05-04 16:20:36 -07:00
Stella Laurenzo a5f755d406 Implement __array_func__ hook and use it to trace np.dot. 
* Creates an abstraction/registry around emitters (intended to generalize to AST compilation as well).
* Reworks ufuncs to use the same mechanism as array funcs.
* Adds the numpy.dot op.
 2020-05-04 15:47:01 -07:00
Stella Laurenzo c89a35f97f Rework the poc tracer to be structured how intended. 2020-05-02 19:52:21 -07:00
Stella Laurenzo d3632af675 Add !numpy.any_dtype dialect type. 2020-04-29 18:20:42 -07:00
Stella Laurenzo b4425fe1d2 Add numpy.ufunc_call op. 2020-04-29 17:49:56 -07:00
Stella Laurenzo c4a192d5c9 Rename from npcomp::NUMPY to NPCOMP::numpy to follow IREE convention. 2020-04-29 17:10:10 -07:00
Stella Laurenzo e845db8a20 Add builtin_ufunc and generic_ufunc ops. 2020-04-28 23:51:54 -07:00
Stella Laurenzo d3b6e1767a Add stub numpy dialect. 2020-04-26 17:20:58 -07:00