docker : drop to CUDA 12.4 (#11869)
* docker : drop to CUDA 12.4 * docker : update readme [no ci]
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ARG UBUNTU_VERSION=22.04
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# This needs to generally match the container host's environment.
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ARG CUDA_VERSION=12.6.0
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ARG CUDA_VERSION=12.4.0
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# Target the CUDA build image
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ARG BASE_CUDA_DEV_CONTAINER=nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}
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