Dependencies & Tools

The following table lists NVIDIA software packages with Spark support status, minimum supported version and a link to the latest supported release. Note that support might extend over time, so make sure to always check the latest version of this porting guide.

Package	Supported	Min. Version	Notes
AI Aerial	No	n/a
Compute Sanitizer	Yes*	n/a*	*Included in CUDA Toolkit
Container Toolkit	Yes	1.17.7
cuCIM	No	n/a
cuBLAS	Yes*	n/a*	*Included in HPC SDK and Dog
CUDA Toolkit	Yes	13.0
CUDA-GDB	Yes*	n/a*	*Included in CUDA Toolkit
cuDNN	Yes	9.11
cuDSS	No	n/a
cuEquivariance	No	n/a
cuFFT	Yes*	n/a*	*Included in HPC SDK and CUDA Toolkit
cuOpt	No	n/a
CUPTI	Yes*	n/a*	*Included in CUDA Toolkit
cuPyNumeric	No	n/a
cuQuantum	Yes	25.06
cuRAND	Yes*	n/a*	*Included in HPC SDK and CUDA Toolkit
cuSolver	Yes*	n/a*	*Included in HPC SDK and CUDA Toolkit
cuTensor	Yes	2.3
CUTLASS	No	n/a
cuVS	Yes*	25.10*	*25.10 open-source release expected Q4’25
CV-CUDA	No	n/a
DeepStream	No	n/a
HPC SDK	No	n/a
Deep Learning Frameworks	No	n/a
DOCA	No	n/a
MONAI	No	n/a
NCCL	No	n/a
NPP	Yes*	n/a*	*Included in CUDA Toolkit
Nsight Aftermath SDK	Yes*	n/a*	*Planned, release not scheduled yet.
Nsight Cloud	No	n/a
Nsight Compute	Yes*	n/a*	*Included in CUDA Toolkit
Nsight Deep Learning Designer	No	n/a
Nsight Graphics	Yes*	n/a*	*Planned, release not scheduled yet.
Nsight Perf SDK	No	n/a
Nsight Systems	Yes	TBD
Nsight Tools JupyterLab Extension	No	n/a
Nsight Visual Studio Code Edition	No	n/a
nvImageCodec	No	n/a
nvJPEG2000	No	n/a
nvmath-python	No	n/a
NVRTC	Yes*	n/a*	*Included in CUDA Toolkit
nvTIFF	No	n/a
NVTX	No	n/a
OptiX	Yes	n/a
RAPIDS	Yes*	25.10*	*25.10 open-source release expected Q4’25
Streamline	No	n/a
TensorRT	Yes*	TBD*	*Expected Q4’2025
TensorRT for RTX	No	n/a
TensorRT Model Optimizer	No	n/a
TensorRT-LLM	Yes	TBD
Triton	No	n/a
Warp	No	n/a