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[doc] updated kernel-related optimisers' docstring (#2385)
* [doc] updated kernel-related optimisers' docstring * polish doc
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@@ -19,7 +19,7 @@ class CPUAdam(NVMeOptimizer):
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* Parameters on GPU and gradients on GPU is allowed.
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* Parameters on GPU and gradients on CPU is **not** allowed.
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Requires ColossalAI to be installed via ``pip install .``.
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`CPUAdam` requires CUDA extensions which can be built during installation or runtime.
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This version of CPU Adam accelates parameters updating on CPU with SIMD.
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Support of AVX2 or AVX512 is required.
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