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small type and grammar fixes
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arunstar authored Dec 21, 2023
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2 changes: 1 addition & 1 deletion docs/GPU-Targets.rst
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Expand Up @@ -4,7 +4,7 @@ GPU SDK Correspondence and Device Targeting Table
GPU Targets Table
=================

OpenCL is a universal massively parallel programming framework that targets to multiple backends (GPU, CPU, FPGA, etc).
OpenCL is a universal massively parallel programming framework that targets multiple backends (GPU, CPU, FPGA, etc).
Basically, to use a device from a vendor, you have to install drivers from that specific vendor.
Intel's and AMD's OpenCL runtime also include x86 CPU target support.
NVIDIA's OpenCL runtime only supports NVIDIA GPU (no CPU support).
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2 changes: 1 addition & 1 deletion docs/GPU-Tutorial.rst
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Expand Up @@ -33,7 +33,7 @@ After installing the drivers you need to restart the server.

After about 30 seconds, the server should be up again.

If you are using an AMD GPU, you should download and install the `AMDGPU-Pro`_ driver and also install package ``ocl-icd-libopencl1`` and ``ocl-icd-opencl-dev``.
If you are using an AMD GPU, you should download and install the `AMDGPU-Pro`_ driver and also install packages ``ocl-icd-libopencl1`` and ``ocl-icd-opencl-dev``.

Build LightGBM
--------------
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2 changes: 1 addition & 1 deletion docs/GPU-Windows.rst
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Expand Up @@ -152,7 +152,7 @@ Download `Prebuilt Boost x86_64`_ or `Prebuilt Boost i686`_ and unpack them wit
Boost Compilation
-----------------

Installing Boost requires to download Boost and to install it.
Installing Boost requires downloading Boost and installing it.
It takes about 10 minutes to several hours depending on your CPU speed and network speed.

We will assume an installation in ``C:\boost`` and a general installation (like in Unix variants: without versioning and without type tags).
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2 changes: 1 addition & 1 deletion docs/Quick-Start.rst
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Expand Up @@ -50,7 +50,7 @@ The parameters format is ``key1=value1 key2=value2 ...``.
Parameters can be set both in config file and command line.
If one parameter appears in both command line and config file, LightGBM will use the parameter from the command line.

The most important parameters which new users should take a look to are located into `Core Parameters <./Parameters.rst#core-parameters>`__
The most important parameters which new users should take a look at are located into `Core Parameters <./Parameters.rst#core-parameters>`__
and the top of `Learning Control Parameters <./Parameters.rst#learning-control-parameters>`__
sections of the full detailed list of `LightGBM's parameters <./Parameters.rst>`__.

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