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Use build tags to generate accelerated binaries for CUDA and ROCm on Linux.

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The build tags rocm or cuda must be specified to both go generate and go build.
ROCm builds should have both ROCM_PATH set (and the ROCM SDK present) as well
as CLBlast installed (for GGML) and CLBlast_DIR set in the environment to the
CLBlast cmake directory (likely /usr/lib/cmake/CLBlast). Build tags are also
used to switch VRAM detection between cuda and rocm implementations, using
added "accelerator_foo.go" files which contain architecture specific functions
and variables. accelerator_none is used when no tags are set, and a helper
function addRunner will ignore it if it is the chosen accelerator. Fix go
generate commands, thanks @deadmeu for testing.
This commit is contained in:
65a
2023-10-16 17:41:40 -07:00
committed by Daniel Hiltgen
parent d4cd695759
commit f8ef4439e9
8 changed files with 261 additions and 6 deletions
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README.md
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@@ -185,19 +185,50 @@ ollama list
## Building
### Generic (CPU)
Install `cmake` and `go`:
```
brew install cmake go
```
Then generate dependencies and build:
Then generate dependencies:
```
go generate ./...
```
Then build the binary:
```
go build .
```
### CUDA (NVIDIA)
*Your operating system distribution may already have packages for NVIDIA CUDA. Distro packages are often preferable, but instructions are distro-specific. Please consult distro-specific docs for dependencies if available!*
Install `cmake` and `golang` as well as [NVIDIA CUDA](https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html) development and runtime packages.
Then generate dependencies:
```
go generate -tags cuda ./...
```
Then build the binary:
```
go build -tags cuda .
```
### ROCm (AMD)
*Your operating system distribution may already have packages for AMD ROCm and CLBlast. Distro packages are often preferable, but instructions are distro-specific. Please consult distro-specific docs for dependencies if available!*
Install [CLBlast](https://github.com/CNugteren/CLBlast/blob/master/doc/installation.md) and [ROCm](https://rocm.docs.amd.com/en/latest/deploy/linux/quick_start.html) developement packages first, as well as `cmake` and `golang`.
Adjust the paths below (correct for Arch) as appropriate for your distributions install locations and generate dependencies:
```
CLBlast_DIR=/usr/lib/cmake/CLBlast ROCM_PATH=/opt/rocm go generate -tags rocm ./...
```
Then build the binary:
```
go build -tags rocm
```
### Running local builds
Next, start the server:
```