-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
1 changed file
with
75 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,75 @@ | ||
# NVVM.jl | ||
|
||
Julia wrappers for generating PTX code with the NVIDIA NVVM library. | ||
|
||
|
||
## Quicks start | ||
|
||
Let's start with some dummy IR that conforms to NVVM IR v2 (aka. LLVM 7.0): | ||
|
||
```llvm | ||
target datalayout = "e-p:64:64:64-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-i128:128:128-f32:32:32-f64:64:64-v16:16:16-v32:32:32-v64:64:64-v128:128:128-n16:32:64" | ||
target triple = "nvptx64-nvidia-cuda" | ||
define void @kernel() { | ||
entry: | ||
ret void | ||
} | ||
!nvvm.annotations = !{!0} | ||
!0 = !{void ()* @kernel, !"kernel", i32 1} | ||
!nvvmir.version = !{!1} | ||
!1 = !{i32 2, i32 0} | ||
``` | ||
|
||
With NVVM.jl, you can compile this IR to PTX: | ||
|
||
```julia | ||
using NVVM | ||
|
||
prog = Program() | ||
add!(prog, ir) | ||
verify(ir) | ||
compile(prog) | ||
``` | ||
|
||
``` | ||
// | ||
// Generated by NVIDIA NVVM Compiler | ||
// | ||
// Compiler Build ID: CL-32688072 | ||
// Cuda compilation tools, release 12.1, V12.1.105 | ||
// Based on NVVM 7.0.1 | ||
// | ||
.version 8.1 | ||
.target sm_52 | ||
.address_size 64 | ||
// .globl kernel | ||
.visible .entry kernel() | ||
{ | ||
ret; | ||
} | ||
``` | ||
|
||
To set compiler options, pass keyword arguments to `compile` or `verify`. You can use | ||
Julia keyword arguments to specify these options, using slightly user-friendlier syntax: | ||
|
||
``` | ||
julia> compile(prog; arch=v"8.0", debug=true, opt=0, prec_sqrt=false) | ||
// Generated by NVIDIA NVVM Compiler | ||
.target sm_80 | ||
... | ||
``` | ||
|
||
|
||
## Limitations | ||
|
||
We always use the latest libNVVM, which means that you have to stick to the NVVM IR version | ||
it supports (currently v2.0), or use an older version of NVVM.jl. More problematically, | ||
that also means that the PTX version will be set to the latest ISA version (currently 8.1), | ||
which may not be supported by your driver. A feature request has been filed with NVIDIA | ||
to make this configurable. |