Conversion from gpu.subgroup_mma_constant_matrix to spirv.MatrixTimesScalar didn't check that the op type was a multiplication and thus would incorrectly convert other elementwise scalar operations.
Reviewed By: ThomasRaoux
Differential Revision: https://reviews.llvm.org/D140081
Along the way, make the default pattern fail instead of crashing
when an elementwise op is not supported yet.
Reviewed By: kuhar
Differential Revision: https://reviews.llvm.org/D139280
Add support for loading, computing, and storing `gpu.subgroup` WMMA ops
in transpose mode as well. Update the GPU to NVVM lowerings to support
`transpose` mode and update integration tests as well.
Reviewed By: ThomasRaoux
Differential Revision: https://reviews.llvm.org/D139021
This commit extends the `ResourceLimitsAttr` to support specifying
a minimal and maximal subgroup size, and extends `EntryPointABIAttr`
to support specifying the requested subgroup size. This is possible
now in Vulkan with the VK_EXT_subgroup_size_control extension.
For OpenCL it's possible to use the `SubgroupSize` execution mode
directly.
Reviewed By: ThomasRaoux
Differential Revision: https://reviews.llvm.org/D138962
This reverts commit a2052b8794.
This commit renamed some Vulkan identifiers that shouldn't have been
renamed, e.g., `SPV_KHR_storage_buffer_storage_class`.
-Add awareness to Kernel vs Shader capability for memref to SPIR-V
lowering.
-Add lowering using spv.PtrAccessChain for Kernel capability.
-Enable lowering from scalar pointee types for kernel capabilities.
Reviewed By: antiagainst
Differential Revision: https://reviews.llvm.org/D132714
This commit moves MemRef memory space to SPIR-V storage class
conversion out of the main SPIR-V type converter. Now the mapping
should happen as a prelimiary step before performing the final
conversion to SPIR-V. Flows are expect to write their own memory
space mappings like the `MapMemRefStorageClassPass` to handle
memory space mappings according to their needs.
This is needed because SPIR-V is serving multiple client APIs,
including Vulkan and OpenCL. Different client APIs might want
to use different storage classes for buffers in a particular
memory space, e.g., `StorageBuffer` for Vulkan vs. `CrossWorkgroup`
for OpenCL when converting the default 0 memory space. Hardcoding
a specific mapping makes that hard. While it's possible to embed
selection logic further inside the main type converter, it will
make the main type converter even complicated. So it's better to
separate the concerns, as mapping the memory space is really
concretizing the meaning of those numeric memory spaces in the
particular context of SPIR-V lowering.
Reviewed By: kuhar
Differential Revision: https://reviews.llvm.org/D131410
Previously we are using IntegerAttr to back all SPIR-V enum
attributes. Therefore we all such attributes are showed like
IntegerAttr in IRs, which is barely readable and breaks
roundtripability of the IR. This commit changes to use
`EnumAttr` as the base directly so that we can have separate
attribute definitions and better IR printing.
Reviewed By: kuhar
Differential Revision: https://reviews.llvm.org/D131311
Per SPIR-V validation rules, explict layout decorations are only
needed for StorageBuffer, PhysicalStorageBuffer, Uniform, and
PushConstant storage classes. (And even that is for Shader
capabilities). So we don't need such decorations on the rest.
Reviewed By: hanchung
Differential Revision: https://reviews.llvm.org/D124543
* It doesn't required by OpenCL/Intel Level Zero and can be set programmatically.
* Add GPU to spirv lowering in case when attribute is not present.
* Set higher benefit to WorkGroupSizeConversion pattern so it will always try to lower first from the attribute.
Differential Revision: https://reviews.llvm.org/D120399
Precursor: https://reviews.llvm.org/D110200
Removed redundant ops from the standard dialect that were moved to the
`arith` or `math` dialects.
Renamed all instances of operations in the codebase and in tests.
Reviewed By: rriddle, jpienaar
Differential Revision: https://reviews.llvm.org/D110797
Add support for dynamic shared memory for GPU launch ops: add an
optional operand to gpu.launch and gpu.launch_func ops to specify the
amount of "dynamic" shared memory to use. Update lowerings to connect
this operand to the GPU runtime.
Differential Revision: https://reviews.llvm.org/D110800
Per the SPIR-V spec "2.16.2. Validation Rules for Shader Capabilities":
Composite objects in the StorageBuffer, PhysicalStorageBuffer,
Uniform, and PushConstant Storage Classes must be explicitly
laid out.
For other cases we don't need to attach the struct offsets.
Reviewed By: hanchung
Differential Revision: https://reviews.llvm.org/D100386
To unify the naming scheme across all ops in the SPIR-V dialect, we are
moving from spv.camelCase to spv.CamelCase everywhere.
Reviewed By: antiagainst
Differential Revision: https://reviews.llvm.org/D97919
To unify the naming scheme across all ops in the SPIR-V dialect, we are
moving from `spv.camelCase` to `spv.CamelCase` everywhere.
Reviewed By: antiagainst
Differential Revision: https://reviews.llvm.org/D97917
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 8aa6c3765b.
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
Previously all SCF to SPIR-V conversion patterns were tested as
the -convert-gpu-to-spirv pass. That obscured the structure we
want. This commit fixed it.
Reviewed By: ThomasRaoux, hanchung
Differential Revision: https://reviews.llvm.org/D93488
This commit does the renaming mentioned in the title in order to bring
'spv' dialect closer to the MLIR naming conventions.
Reviewed By: antiagainst
Differential Revision: https://reviews.llvm.org/D91797
This commit does the renaming mentioned in the title in order to bring
`spv` dialect closer to the MLIR naming conventions.
Reviewed By: antiagainst
Differential Revision: https://reviews.llvm.org/D91609
This PR adds support for identified and recursive structs.
This includes: parsing, printing, serializing, and
deserializing such structs.
The following C struct:
```C
struct A {
A* next;
};
```
which is translated to the following MLIR code as:
```mlir
!spv.struct<A, (!spv.ptr<!spv.struct<A>, Generic>)>
```
would be represented in the SPIR-V module as:
```spirv
OpName %A "A"
OpTypeForwardPointer %APtr Generic
%A = OpTypeStruct %APtr
%APtr = OpTypePointer Generic %A
```
In particular the following changes are included:
- SPIR-V structs can now be either identified or literal
(i.e. non-identified).
- All structs now have their members surrounded by a ()-pair.
- For recursive references,
(1) an OpTypeForwardPointer instruction is emitted before
the OpTypeStruct instruction defining the recursive struct
(2) an OpTypePointer instruction is emitted after the
OpTypeStruct instruction which actually defines the recursive
pointer to struct type.
Reviewed By: antiagainst, rriddle, ftynse
Differential Revision: https://reviews.llvm.org/D87206
This patch allows to pass the gpu module name to SPIR-V
module during conversion. This has many benefits as we can lookup
converted to SPIR-V kernel in the symbol table.
In order to avoid symbol conflicts, `"__spv__"` is added to the
gpu module name to form the new one.
Reviewed By: mravishankar
Differential Revision: https://reviews.llvm.org/D86384
This change adds initial support needed to generate OpenCL compliant SPIRV.
If Kernel capability is declared then memory model becomes OpenCL.
If Addresses capability is declared then addressing model becomes Physical64.
Additionally for Kernel capability interface variable ABI attributes are not
generated as entry point function is expected to have normal arguments.
Differential Revision: https://reviews.llvm.org/D85196
functions.
This allows using command line flags to lowere from GPU to SPIR-V. The
pass added is only for testing/example purposes. Most uses cases will
need more fine-grained control on setting workgroup sizes for kernel
functions.
Differential Revision: https://reviews.llvm.org/D84619
This allow lowering to support scf.for and scf.if with results. As right now
spv region operations don't have return value the results are demoted to
Function memory. We create one allocation per result right before the region
and store the yield values in it. Then we can load back the value from
allocation to be able to use the results.
Differential Revision: https://reviews.llvm.org/D82246
This option avoids to accidentally reuse variable across -LABEL match,
it can be explicitly opted-in by prefixing the variable name with $
Differential Revision: https://reviews.llvm.org/D81531
Add SubgroupId, SubgroupSize and NumSubgroups to GPU dialect ops and add the
lowering of those ops to SPIRV.
Differential Revision: https://reviews.llvm.org/D81042
This allocation of a workgroup memory is lowered to a
spv.globalVariable. Only static size allocation with element type
being int or float is handled. The lowering does account for the
element type that are not supported in the lowered spv.module based on
the extensions/capabilities and adjusts the number of elements to get
the same byte length.
Differential Revision: https://reviews.llvm.org/D80411
The subview semantics changes recently to allow for more natural
representation of constant offsets and strides. The legalization of
subview op for lowering to SPIR-V needs to account for this.
Also change the linearization to use the strides from the affine map
of a memref.
Differential Revision: https://reviews.llvm.org/D80270
have abi attributes.
To ensure there is no conflict, use the default ABI only when none of
the arguments have the spv.interface_var_abi attribute. This also
implies that if one of the arguments has a spv.interface_var_abi
attribute, all of them should have it as well.
Differential Revision: https://reviews.llvm.org/D77232
All ops of the SCF dialect now use the `scf.` prefix instead of `loop.`. This
is a part of dialect renaming.
Differential Revision: https://reviews.llvm.org/D79844
Summary:
Use a nested symbol to identify the kernel to be invoked by a `LaunchFuncOp` in the GPU dialect.
This replaces the two attributes that were used to identify the kernel module and the kernel within seperately.
Differential Revision: https://reviews.llvm.org/D78551
Summary:
Use the shortcu `kernel` for the `gpu.kernel` attribute of `gpu.func`.
The parser supports this and test cases are easier to read.
Differential Revision: https://reviews.llvm.org/D78542
