fix(l4t-12): use pip to install python deps (#7967) #7817

Job	Run time
gh-runner (cublas, 13, 0, linux/arm64, auto, -nvidia-l4t-arm64-cuda-13, ubuntu:24.04, ubuntu-24.0... / reusable_image-build	11m 4s
hipblas-jobs (hipblas, linux/amd64, auto, -gpu-hipblas, rocm/dev-ubuntu-24.04:6.4.4, ubuntu:24.04... / reusable_image-build	12m 6s
core-image-build (vulkan, linux/amd64,linux/arm64, auto, -gpu-vulkan, ubuntu-latest, ubuntu:24.04... / reusable_image-build	57m 39s
gh-runner (cublas, 12, 0, linux/arm64, auto, -nvidia-l4t-arm64, nvcr.io/nvidia/l4t-jetpack:r36.4.... / reusable_image-build	6m 4s
core-image-build (linux/amd64,linux/arm64, auto, ubuntu:24.04, ubuntu-latest, -aio-cpu, --jobs=4 ... / reusable_image-build	33m 31s
core-image-build (cublas, 12, 9, linux/amd64, auto, -gpu-nvidia-cuda-12, ubuntu-latest, ubuntu:24... / reusable_image-build	14m 55s
core-image-build (intel, linux/amd64, auto, intel/oneapi-basekit:2025.3.0-0-devel-ubuntu24.04, ub... / reusable_image-build	9m 29s
core-image-build (cublas, 13, 0, linux/amd64, auto, -gpu-nvidia-cuda-13, ubuntu-latest, ubuntu:22... / reusable_image-build	12m 32s
	2h 37m 20s

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