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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,71 +1,140 @@ | ||
| # docker-bake.hcl for tensorpod builds | ||
| group "default" { | ||
| targets = ["base"] | ||
| targets = ["xformers"] | ||
| } | ||
|
|
||
| variable "IMAGE_REGISTRY" { | ||
| default = "ghcr.io" | ||
| } | ||
|
|
||
| variable "IMAGE_NAMESPACE" { | ||
| variable IMAGE_NAMESPACE { | ||
| default = "neggles/tensorpods" | ||
| } | ||
|
|
||
| variable "IMAGE_NAME" { | ||
| default = "xformers" | ||
| variable TORCH_CUDA_ARCH_LIST { | ||
| # sorry pascal users but your cards are no good here | ||
| # n.b. in GH builds volta is not available due to compile timeouts | ||
| default = "7.0;7.5;8.0;8.6;8.9;9.0" | ||
| } | ||
|
|
||
| variable "NGC_VERSION" { | ||
| default = "23.08" | ||
| variable MAX_JOBS { | ||
| default = "8" | ||
| } | ||
|
|
||
| variable "XFORMERS_REPO" { | ||
| default = "https://github.com/neggles/xformers.git" | ||
| variable "NVCC_THREADS" { | ||
| default = "1" | ||
| } | ||
|
|
||
| variable "XFORMERS_REF" { | ||
| default = "tensorpods" | ||
| # removes characters not valid in a target name, useful for other things too | ||
| function stripName { | ||
| params = [name] | ||
| result = regex_replace(name, "[^a-zA-Z0-9_-]+", "") | ||
| } | ||
|
|
||
| variable "TORCH_CUDA_ARCH_LIST" { | ||
| # sorry pascal users but your cards are no good here | ||
| default = "7.0;7.5;8.0;8.6;8.9;9.0" | ||
| # convert a CUDA version number and container dev type etc. into an image URI | ||
| function cudaImage { | ||
| params = [cudaVer, cudaType] | ||
| variadic_params = extraVals | ||
| result = join(":", [ | ||
| "nvidia/cuda", | ||
| join("-", [cudaVer], extraVals, [cudaType, "ubuntu22.04"]) | ||
| ]) | ||
| } | ||
|
|
||
| variable "MAX_JOBS" { | ||
| default = "1" | ||
| # convert a CUDA version number into a shortname (e.g. 11.2.1 -> cu112) | ||
| function cudaName { | ||
| params = [version] | ||
| result = regex_replace(version, "^(\\d+)\\.(\\d).*", "cu$1$2") | ||
| } | ||
|
|
||
| function "imagetag" { | ||
| params = [imagename, tag] | ||
| result = "${IMAGE_REGISTRY}/${IMAGE_NAMESPACE}/${imagename}:${tag}-ngc${NGC_VERSION}" | ||
| # convert a CUDA version number into a release number (e.g. 11.2.1 -> 11-2) | ||
| function cudaRelease { | ||
| params = [version] | ||
| result = regex_replace(version, "^(\\d+)\\.(\\d).*", "$1-$2") | ||
| } | ||
|
|
||
| # torch version to torch name | ||
| function torchName { | ||
| params = [version] | ||
| result = regex_replace(version, "^(\\d+)\\.(\\d+)\\.(\\d+).*", "torch$1$2$3") | ||
| } | ||
|
|
||
| # build a tag for an image from this repo | ||
| function repoImage { | ||
| params = [imageName] | ||
| variadic_params = extraVals | ||
| result = join(":", [ | ||
| join("/", [IMAGE_REGISTRY, IMAGE_NAMESPACE, imageName]), | ||
| join("-", extraVals) | ||
| ]) | ||
| } | ||
|
|
||
| # set to "true" by github actions, used to disable auto-tag | ||
| variable "CI" { default = "" } | ||
|
|
||
| # docker-metadata-action will populate this in GitHub Actions | ||
| target "docker-metadata-action" {} | ||
|
|
||
| # Shared amongst all containers | ||
| target "common" { | ||
| context = "." | ||
| contexts = { | ||
| ngc = "docker-image://nvcr.io/nvidia/pytorch:${NGC_VERSION}-py3" | ||
| } | ||
| context = "." | ||
| dockerfile = "Dockerfile" | ||
| args = { | ||
| XFORMERS_IMAGE = "xformers" | ||
| BASE_IMAGE = "ngc" | ||
| TORCH_CUDA_ARCH_LIST = TORCH_CUDA_ARCH_LIST | ||
| MAX_JOBS = MAX_JOBS | ||
| NVCC_THREADS = NVCC_THREADS | ||
| } | ||
| platforms = ["linux/amd64"] | ||
| output = [ | ||
| "type=docker", | ||
| ] | ||
| } | ||
|
|
||
| target "xformers" { | ||
| inherits = ["common", "docker-metadata-action"] | ||
| context = "docker/xformers" | ||
| dockerfile = "Dockerfile" | ||
| target = "xformers" | ||
| name = stripName("xformers-${xformers.version}-${base.type}${base.version}") | ||
| inherits = ["common", "docker-metadata-action"] | ||
| context = "docker/xformers" | ||
| target = "xformers" | ||
| contexts = { | ||
| base-ngc = "docker-image://nvcr.io/nvidia/pytorch:${base.version}-py3" | ||
| base-torch = "docker-image://${repoImage("base", cudaName(base.cuda), base.type, base.version)}" | ||
| } | ||
| matrix = { | ||
| base = [ | ||
| { | ||
| type = "ngc" | ||
| version = "23.08" | ||
| cuda = "12.2.1" | ||
| }, | ||
| { | ||
| type = "ngc" | ||
| version = "23.07" | ||
| cuda = "12.1.1" | ||
| }, | ||
| ], | ||
| xformers = [ | ||
| { | ||
| version = "v0.0.21", | ||
| repo = "https://github.com/neggles/xformers.git" | ||
| ref = "tensorpods-v0.0.21" | ||
| buildtype = "release" | ||
| }, | ||
| { | ||
| version = "dev" | ||
| repo = "https://github.com/neggles/xformers.git" | ||
| ref = "tensorpods" | ||
| buildtype = "release" | ||
| } | ||
| ] | ||
| } | ||
| tags = [ | ||
| notequal("true", CI) ? repoImage("xformers", xformers.version, "${base.type}${base.version}") : "" | ||
| ] | ||
| args = { | ||
| XFORMERS_REPO = XFORMERS_REPO | ||
| XFORMERS_REF = XFORMERS_REF | ||
| TORCH_CUDA_ARCH_LIST = TORCH_CUDA_ARCH_LIST | ||
| MAX_JOBS = MAX_JOBS | ||
| BASE_IMAGE = "base-${base.type}" | ||
|
|
||
| XFORMERS_REPO = xformers.repo | ||
| XFORMERS_REF = xformers.ref | ||
| XFORMERS_BUILD_TYPE = xformers.buildtype | ||
| } | ||
| } |