Ask for help for solving faiss assertion error #54
Description
Dear Author,
I guess I have met an obstacle about the wrong environment dependency. My machine is equipped with two RTX3090s, CUDA11.4, Ubuntu 20.04.3 LTS. Every time when I run "main.py" in the directory "tools/MMT", as long as it reaches the step of computing the jaccard distance, the error below occurs:
"""
Computing jaccard distance...
bruteForceKnn is deprecated; call bfKnn instead
Faiss assertion 'err__ == cudaSuccess' failed in void faiss::gpu::runL2Norm(faiss::gpu::Tensor<T, 2, true, IndexType>&, bool, faiss::gpu::Tensor<float, 1, true, IndexType>&, bool, cudaStream_t) [with T = float; TVec = float4; IndexType = int; cudaStream_t = CUstream_st*] at gpu/impl/L2Norm.cu:292; details: CUDA error 8 invalid device function
Process finished with exit code 134 (interrupted by signal 6: SIGABRT)
"""
I feel so weak to fix this frustrating error, since I do not have enough experience of using the module "faiss-gpu", and there is hardly relevant solution published on the Internet where my search methods could cover.
I wonder what the possible bug is? How can I solve the problem please? Looking forward to your instruction, with best regards, thanks!