21 Commits

Author SHA1 Message Date
Eugene Zhulenev
b537c5b414 [mlir] Async: clone constants into async.execute functions and parallel compute functions
Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D107007
2021-08-02 12:17:41 -07:00
River Riddle
f8479d9de5 [mlir] Set the namespace of the BuiltinDialect to 'builtin'
Historically the builtin dialect has had an empty namespace. This has unfortunately created a very awkward situation, where many utilities either have to special case the empty namespace, or just don't work at all right now. This revision adds a namespace to the builtin dialect, and starts to cleanup some of the utilities to no longer handle empty namespaces. For now, the assembly form of builtin operations does not require the `builtin.` prefix. (This should likely be re-evaluated though)

Differential Revision: https://reviews.llvm.org/D105149
2021-07-28 21:00:10 +00:00
Alex Zinenko
881dc34f73 [mlir] replace llvm.mlir.cast with unrealized_conversion_cast
The dialect-specific cast between builtin (ex-standard) types and LLVM
dialect types was introduced long time before built-in support for
unrealized_conversion_cast. It has a similar purpose, but is restricted
to compatible builtin and LLVM dialect types, which may hamper
progressive lowering and composition with types from other dialects.
Replace llvm.mlir.cast with unrealized_conversion_cast, and drop the
operation that became unnecessary.

Also make unrealized_conversion_cast legal by default in
LLVMConversionTarget as the majority of convesions using it are partial
conversions that actually want the casts to persist in the IR. The
standard-to-llvm conversion, which is still expected to run last, cleans
up the remaining casts  standard-to-llvm conversion, which is still
expected to run last, cleans up the remaining casts

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D105880
2021-07-16 15:14:09 +02:00
Eugene Zhulenev
d43b23608a [mlir:Async] Add the size parameter to the async.group
Specify the `!async.group` size (the number of tokens that will be added to it) at construction time. `async.await_all` operation can potentially race with `async.execute` operations that keep updating the group, for this reason it is required to know upfront how many tokens will be added to the group.

Reviewed By: ftynse, herhut

Differential Revision: https://reviews.llvm.org/D104780
2021-06-25 10:26:50 -07:00
Eugene Zhulenev
39957aa424 [mlir] Add error state and error propagation to async runtime values
Depends On D103102

Not yet implemented:
1. Error handling after synchronous await
2. Error handling for async groups

Will be addressed in the followup PRs

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D103109
2021-05-27 09:28:47 -07:00
Julian Gross
e2310704d8 [MLIR] Create memref dialect and move dialect-specific ops from std.
Create the memref dialect and move dialect-specific ops
from std dialect to this dialect.

Moved ops:
AllocOp -> MemRef_AllocOp
AllocaOp -> MemRef_AllocaOp
AssumeAlignmentOp -> MemRef_AssumeAlignmentOp
DeallocOp -> MemRef_DeallocOp
DimOp -> MemRef_DimOp
MemRefCastOp -> MemRef_CastOp
MemRefReinterpretCastOp -> MemRef_ReinterpretCastOp
GetGlobalMemRefOp -> MemRef_GetGlobalOp
GlobalMemRefOp -> MemRef_GlobalOp
LoadOp -> MemRef_LoadOp
PrefetchOp -> MemRef_PrefetchOp
ReshapeOp -> MemRef_ReshapeOp
StoreOp -> MemRef_StoreOp
SubViewOp -> MemRef_SubViewOp
TransposeOp -> MemRef_TransposeOp
TensorLoadOp -> MemRef_TensorLoadOp
TensorStoreOp -> MemRef_TensorStoreOp
TensorToMemRefOp -> MemRef_BufferCastOp
ViewOp -> MemRef_ViewOp

The roadmap to split the memref dialect from std is discussed here:
https://llvm.discourse.group/t/rfc-split-the-memref-dialect-from-std/2667

Differential Revision: https://reviews.llvm.org/D98041
2021-03-15 11:14:09 +01:00
Alexander Belyaev
a89035d750 Revert "[MLIR] Create memref dialect and move several dialect-specific ops from std."
This commit introduced a cyclic dependency:
Memref dialect depends on Standard because it used ConstantIndexOp.
Std depends on the MemRef dialect in its EDSC/Intrinsics.h

Working on a fix.

This reverts commit 8aa6c3765b924d86f623d452777eb76b83bf2787.
2021-02-18 12:49:52 +01:00
Julian Gross
8aa6c3765b [MLIR] Create memref dialect and move several dialect-specific ops from std.
Create the memref dialect and move several dialect-specific ops without
dependencies to other ops from std dialect to this dialect.

Moved ops:
AllocOp -> MemRef_AllocOp
AllocaOp -> MemRef_AllocaOp
DeallocOp -> MemRef_DeallocOp
MemRefCastOp -> MemRef_CastOp
GetGlobalMemRefOp -> MemRef_GetGlobalOp
GlobalMemRefOp -> MemRef_GlobalOp
PrefetchOp -> MemRef_PrefetchOp
ReshapeOp -> MemRef_ReshapeOp
StoreOp -> MemRef_StoreOp
TransposeOp -> MemRef_TransposeOp
ViewOp -> MemRef_ViewOp

The roadmap to split the memref dialect from std is discussed here:
https://llvm.discourse.group/t/rfc-split-the-memref-dialect-from-std/2667

Differential Revision: https://reviews.llvm.org/D96425
2021-02-18 11:29:39 +01:00
Eugene Zhulenev
25f80e16d1 [mlir] Async: add a separate pass to lower from async to async.coro and async.runtime
Depends On D95000

Move async.execute outlining and async -> async.runtime lowering into the separate Async transformation pass

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D95311
2021-01-26 03:33:20 -08:00
Eugene Zhulenev
d37b5393e8 [mlir:Async] Use LLVM coro operations in async.coro lowering
Instead of using llvm.call operations to call LLVM coro intrinsics use Coro operations from the LLVM dialect.

(This was reviewed as a part of https://reviews.llvm.org/D94923 but was lost in arc land from local branch)

Differential Revision: https://reviews.llvm.org/D95405
2021-01-25 16:42:11 -08:00
Eugene Zhulenev
9c53b8e52e [mlir:Async] Add intermediate async.coro and async.runtime operations to simplify Async to LLVM lowering
[NFC] No new functionality, mostly a cleanup and one more abstraction level between Async and LLVM IR.

Instead of lowering from Async to LLVM coroutines and Async Runtime API in one shot, do it progressively via async.coro and async.runtime operations.

1. Lower from async to async.runtime/coro (e.g. async.execute to function with coro setup and runtime calls)
2. Lower from async.runtime/coro to LLVM intrinsics and runtime API calls

Intermediate coro/runtime operations will allow to run transformations on a higher level IR and do not try to match IR based on the LLVM::CallOp properties.

Although async.coro is very close to LLVM coroutines, it is not exactly the same API, instead it is optimized for usability in async lowering, and misses a lot of details that are present in @llvm.coro intrinsic.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D94923
2021-01-25 14:04:33 -08:00
Alex Zinenko
dd5165a920 [mlir] replace LLVM dialect float types with built-ins
Continue the convergence between LLVM dialect and built-in types by replacing
the bfloat, half, float and double LLVM dialect types with their built-in
counterparts. At the API level, this is a direct replacement. At the syntax
level, we change the keywords to `bf16`, `f16`, `f32` and `f64`, respectively,
to be compatible with the built-in type syntax. The old keywords can still be
parsed but produce a deprecation warning and will be eventually removed.

Depends On D94178

Reviewed By: mehdi_amini, silvas, antiagainst

Differential Revision: https://reviews.llvm.org/D94179
2021-01-08 17:38:12 +01:00
Eugene Zhulenev
61422c8b66 [mlir] Async: add support for lowering async value operands to LLVM
Depends On D93592

Add support for `async.execute` async value unwrapping operands:

```
%token = async.execute(%async_value as %unwrapped : !async.value<!my.type>) {
  ...
  async.yield
}
```

Reviewed By: csigg

Differential Revision: https://reviews.llvm.org/D93598
2020-12-25 02:25:20 -08:00
Eugene Zhulenev
621ad468d9 [mlir] Async: lowering async.value to LLVM
1. Add new methods to Async runtime API to support yielding async values
2. Add lowering from `async.yield` with value payload to the new runtime API calls

`async.value` lowering requires that payload type is convertible to LLVM and supported by `llvm.mlir.cast` (DialectCast) operation.

Reviewed By: csigg

Differential Revision: https://reviews.llvm.org/D93592
2020-12-25 02:23:48 -08:00
Eugene Zhulenev
a86a9b5ef7 [mlir] Automatic reference counting for Async values + runtime support for ref counted objects
Depends On D89963

**Automatic reference counting algorithm outline:**

1. `ReturnLike` operations forward the reference counted values without
    modifying the reference count.
2. Use liveness analysis to find blocks in the CFG where the lifetime of
   reference counted values ends, and insert `drop_ref` operations after
   the last use of the value.
3. Insert `add_ref` before the `async.execute` operation capturing the
   value, and pairing `drop_ref` before the async body region terminator,
   to release the captured reference counted value when execution
   completes.
4. If the reference counted value is passed only to some of the block
   successors, insert `drop_ref` operations in the beginning of the blocks
   that do not have reference coutned value uses.

Reviewed By: silvas

Differential Revision: https://reviews.llvm.org/D90716
2020-11-20 03:08:44 -08:00
Eugene Zhulenev
c30ab6c2a3 [mlir] Transform scf.parallel to scf.for + async.execute
Depends On D89958

1. Adds `async.group`/`async.awaitall` to group together multiple async tokens/values
2. Rewrite scf.parallel operation into multiple concurrent async.execute operations over non overlapping subranges of the original loop.

Example:

```
   scf.for (%i, %j) = (%lbi, %lbj) to (%ubi, %ubj) step (%si, %sj) {
     "do_some_compute"(%i, %j): () -> ()
   }
```

Converted to:

```
   %c0 = constant 0 : index
   %c1 = constant 1 : index

   // Compute blocks sizes for each induction variable.
   %num_blocks_i = ... : index
   %num_blocks_j = ... : index
   %block_size_i = ... : index
   %block_size_j = ... : index

   // Create an async group to track async execute ops.
   %group = async.create_group

   scf.for %bi = %c0 to %num_blocks_i step %c1 {
     %block_start_i = ... : index
     %block_end_i   = ... : index

     scf.for %bj = %c0 t0 %num_blocks_j step %c1 {
       %block_start_j = ... : index
       %block_end_j   = ... : index

       // Execute the body of original parallel operation for the current
       // block.
       %token = async.execute {
         scf.for %i = %block_start_i to %block_end_i step %si {
           scf.for %j = %block_start_j to %block_end_j step %sj {
             "do_some_compute"(%i, %j): () -> ()
           }
         }
       }

       // Add produced async token to the group.
       async.add_to_group %token, %group
     }
   }

   // Await completion of all async.execute operations.
   async.await_all %group
```
In this example outer loop launches inner block level loops as separate async
execute operations which will be executed concurrently.

At the end it waits for the completiom of all async execute operations.

Reviewed By: ftynse, mehdi_amini

Differential Revision: https://reviews.llvm.org/D89963
2020-11-13 04:02:56 -08:00
Rahul Joshi
8b5a3e4632 [MLIR] Change FuncOp assembly syntax to print visibility inline instead of in attrib dict.
- Change syntax for FuncOp to be `func <visibility>? @name` instead of printing the
  visibility in the attribute dictionary.
- Since printFunctionLikeOp() and parseFunctionLikeOp() are also used by other
  operations, make the "inline visibility" an opt-in feature.
- Updated unit test to use and check the new syntax.

Differential Revision: https://reviews.llvm.org/D90859
2020-11-09 11:08:08 -08:00
Eugene Zhulenev
f507aa17b7 [mlir] Implement lowering to LLVM of async.execute ops with token dependencies
Add support for lowering `async.execute` operations with token dependencies

Example:

```
%dep = ... : !async.token
%token = async.execute[%dep] {
...
}
```

Token dependencies lowered to `async.await` operations inside the outline coroutine body.

Reviewed By: herhut, mehdi_amini, ftynse

Differential Revision: https://reviews.llvm.org/D89958
2020-10-30 05:59:03 -07:00
Lei Zhang
36ce915ac5 Revert "Revert "[mlir] Convert from Async dialect to LLVM coroutines""
This reverts commit 4986d5eaff359081a867def1c6a2e1147dbb2ad6 with
proper patches to CMakeLists.txt:

- Add MLIRAsync as a dependency to MLIRAsyncToLLVM
- Add Coroutines as a dependency to MLIRExecutionEngine
2020-10-22 15:23:11 -04:00
Mehdi Amini
4986d5eaff Revert "[mlir] Convert from Async dialect to LLVM coroutines"
This reverts commit a8b0ae3bddee311cbc97801089a95702f32773f8
and commit f8fcff5a9d7ee948add3f28382d4ced5710edaaf.

The build with SHARED_LIBRARY=ON is broken.
2020-10-22 19:12:19 +00:00
Eugene Zhulenev
f8fcff5a9d [mlir] Convert from Async dialect to LLVM coroutines
Lower from Async dialect to LLVM by converting async regions attached to `async.execute` operations into LLVM coroutines (https://llvm.org/docs/Coroutines.html):
1. Outline all async regions to functions
2. Add LLVM coro intrinsics to mark coroutine begin/end
3. Use MLIR conversion framework to convert all remaining async types and ops to LLVM + Async runtime function calls

All `async.await` operations inside async regions converted to coroutine suspension points. Await operation outside of a coroutine converted to the blocking wait operations.

Implement simple runtime to support concurrent execution of coroutines.

Reviewed By: herhut

Differential Revision: https://reviews.llvm.org/D89292
2020-10-22 06:30:46 -07:00