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LuxDeviceUtils¤

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Join the chat at https://julialang.zulipchat.com #machine-learning Latest Docs Stable Docs

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CI Buildkite codecov Package Downloads

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ColPrac: Contributor's Guide on Collaborative Practices for Community Packages SciML Code Style

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LuxDeviceUtils.jl is a lightweight package defining rules for transferring data across devices. Most users should directly use Lux.jl instead.

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API Reference¤

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# +LuxDeviceUtils.gpu_backend! — Function.

+
gpu_backend!() = gpu_backend!("")
+gpu_backend!(backend) = gpu_backend!(string(backend))
+gpu_backend!(backend::AbstractLuxGPUDevice)
+gpu_backend!(backend::String)
+
+

Creates a LocalPreferences.toml file with the desired GPU backend.

+

If backend == "", then the gpu_backend preference is deleted. Otherwise, backend is validated to be one of the possible backends and the preference is set to backend.

+

If a new backend is successfully set, then the Julia session must be restarted for the change to take effect.

+

source

+

+

+

Data Transfer¤

+

# +LuxDeviceUtils.cpu_device — Function.

+
cpu_device() -> LuxCPUDevice()
+
+

Return a LuxCPUDevice object which can be used to transfer data to CPU.

+

source

+

# +LuxDeviceUtils.gpu_device — Function.

+
gpu_device(; force_gpu_usage::Bool=false) -> AbstractLuxDevice()
+
+

Selects GPU device based on the following criteria:

+
    +
  1. If gpu_backend preference is set and the backend is functional on the system, then that device is selected.
    2. +
  2. Otherwise, an automatic selection algorithm is used. We go over possible device backends in the order specified by supported_gpu_backends() and select the first functional backend.
    3. +
  3. If no GPU device is functional and force_gpu_usage is false, then cpu_device() is invoked.
    4. +
  4. If nothing works, an error is thrown.
    5. +
+

source

+

+

+

Miscellaneous¤

+

# +LuxDeviceUtils.reset_gpu_device! — Function.

+
reset_gpu_device!()
+
+

Resets the selected GPU device. This is useful when automatic GPU selection needs to be run again.

+

source

+

# +LuxDeviceUtils.supported_gpu_backends — Function.

+
supported_gpu_backends() -> Tuple{String, ...}
+
+

Return a tuple of supported GPU backends.

+
+

Warning

+

This is not the list of functional backends on the system, but rather backends which Lux.jl supports.

+
+
+

Warning

+

Metal.jl support is extremely experimental and most things are not expected to work.

+
+

source

+ + + + + + +
+
+ + +
+ + + +
+ + + +
+
+
+
+ + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/v0.1.6/search/search_index.json b/v0.1.6/search/search_index.json new file mode 100644 index 0000000..7d06b7d --- /dev/null +++ b/v0.1.6/search/search_index.json @@ -0,0 +1 @@ +{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"LuxDeviceUtils.jl: Device Management and Data Transfer Utilities for Deep Learning","text":""},{"location":"#luxdeviceutils","title":"LuxDeviceUtils","text":"

LuxDeviceUtils.jl is a lightweight package defining rules for transferring data across devices. Most users should directly use Lux.jl instead.

"},{"location":"#api-reference","title":"API Reference","text":""},{"location":"#index","title":"Index","text":""},{"location":"#preferences","title":"Preferences","text":"

# LuxDeviceUtils.gpu_backend! \u2014 Function.

gpu_backend!() = gpu_backend!(\"\")\ngpu_backend!(backend) = gpu_backend!(string(backend))\ngpu_backend!(backend::AbstractLuxGPUDevice)\ngpu_backend!(backend::String)\n

Creates a LocalPreferences.toml file with the desired GPU backend.

If backend == \"\", then the gpu_backend preference is deleted. Otherwise, backend is validated to be one of the possible backends and the preference is set to backend.

If a new backend is successfully set, then the Julia session must be restarted for the change to take effect.

source

"},{"location":"#data-transfer","title":"Data Transfer","text":"

# LuxDeviceUtils.cpu_device \u2014 Function.

cpu_device() -> LuxCPUDevice()\n

Return a LuxCPUDevice object which can be used to transfer data to CPU.

source

# LuxDeviceUtils.gpu_device \u2014 Function.

gpu_device(; force_gpu_usage::Bool=false) -> AbstractLuxDevice()\n

Selects GPU device based on the following criteria:

  1. If gpu_backend preference is set and the backend is functional on the system, then that device is selected.
  2. Otherwise, an automatic selection algorithm is used. We go over possible device backends in the order specified by supported_gpu_backends() and select the first functional backend.
  3. If no GPU device is functional and force_gpu_usage is false, then cpu_device() is invoked.
  4. If nothing works, an error is thrown.

source

"},{"location":"#miscellaneous","title":"Miscellaneous","text":"

# LuxDeviceUtils.reset_gpu_device! \u2014 Function.

reset_gpu_device!()\n

Resets the selected GPU device. This is useful when automatic GPU selection needs to be run again.

source

# LuxDeviceUtils.supported_gpu_backends \u2014 Function.

supported_gpu_backends() -> Tuple{String, ...}\n

Return a tuple of supported GPU backends.

Warning

This is not the list of functional backends on the system, but rather backends which Lux.jl supports.

Warning

Metal.jl support is extremely experimental and most things are not expected to work.

source

"}]} \ No newline at end of file diff --git a/v0.1.6/siteinfo.js b/v0.1.6/siteinfo.js new file mode 100644 index 0000000..2b3ee15 --- /dev/null +++ b/v0.1.6/siteinfo.js @@ -0,0 +1 @@ +var DOCUMENTER_CURRENT_VERSION = "v0.1.6"; diff --git a/v0.1.6/sitemap.xml b/v0.1.6/sitemap.xml new file mode 100644 index 0000000..72a9a54 --- /dev/null +++ b/v0.1.6/sitemap.xml @@ -0,0 +1,8 @@ + + + + https://luxdl.github.io/LuxDeviceUtils.jl/ + 2023-08-12 + daily + + \ No newline at end of file diff --git a/v0.1.6/sitemap.xml.gz b/v0.1.6/sitemap.xml.gz new file mode 100644 index 0000000..4903b9e Binary files /dev/null and b/v0.1.6/sitemap.xml.gz differ diff --git a/versions.js b/versions.js index d03734f..c04be8f 100644 --- a/versions.js +++ b/versions.js @@ -3,5 +3,5 @@ var DOC_VERSIONS = [ "v0.1", "dev", ]; -var DOCUMENTER_NEWEST = "v0.1.5"; +var DOCUMENTER_NEWEST = "v0.1.6"; var DOCUMENTER_STABLE = "stable";