I’m encountering an issue with CUDA.jl when adding Turing.jl as the latter seems to downgrade the version of the former:
(@v1.7) pkg> add Turing
Resolving package versions...
Updating `~/.julia/environments/v1.7/Project.toml`
[052768ef] ↓ CUDA v3.4.1 ⇒ v2.6.3
[31c24e10] ↓ Distributions v0.25.37 ⇒ v0.24.18
[587475ba] ↓ Flux v0.12.8 ⇒ v0.12.1
[916415d5] ↓ Images v0.25.0 ⇒ v0.24.1
[929cbde3] ↓ LLVM v4.7.0 ⇒ v3.9.0
[fce5fe82] + Turing v0.15.1
Updating `~/.julia/environments/v1.7/Manifest.toml`
[80f14c24] + AbstractMCMC v2.5.0
[7a57a42e] + AbstractPPL v0.1.4
[0bf59076] + AdvancedHMC v0.2.27
[5b7e9947] + AdvancedMH v0.5.9
[b5ca4192] + AdvancedVI v0.1.3
[dce04be8] + ArgCheck v2.1.0
[ec485272] - ArnoldiMethod v0.2.0
[4fba245c] ↓ ArrayInterface v3.2.1 ⇒ v2.14.17
[198e06fe] + BangBang v0.3.32
[9718e550] + Baselet v0.1.1
[6e4b80f9] + BenchmarkTools v0.7.0
[76274a88] + Bijectors v0.8.13
[b99e7846] + BinaryProvider v0.5.10
[052768ef] ↓ CUDA v3.4.1 ⇒ v2.6.3
After adding Turing.jl precompile throws the following error:
Precompiling project...
✗ CUDA
✗ Flux
0 dependencies successfully precompiled in 8 seconds (209 already precompiled)
ERROR: The following 2 direct dependencies failed to precompile:
Flux [587475ba-b771-5e3f-ad9e-33799f191a9c]
Failed to precompile Flux [587475ba-b771-5e3f-ad9e-33799f191a9c] to /Users/patrickaltmeyer/.julia/compiled/v1.7/Flux/jl_yv9bLk.
ERROR: LoadError: InitError: could not load symbol "LLVMExtraInitializeAllTargets":
dlsym(RTLD_DEFAULT, LLVMExtraInitializeAllTargets): symbol not found
Stacktrace:
[1] LLVMInitializeAllTargets
@ ~/.julia/packages/LLVM/srSVa/lib/libLLVM_extra.jl:10 [inlined]
[2] InitializeAllTargets
@ ~/.julia/packages/LLVM/srSVa/src/init.jl:58 [inlined]
[3] __init__()
@ GPUCompiler ~/.julia/packages/GPUCompiler/XwWPj/src/GPUCompiler.jl:50
[4] _include_from_serialized(path::String, depmods::Vector{Any})
@ Base ./loading.jl:768
[5] _require_search_from_serialized(pkg::Base.PkgId, sourcepath::String)
@ Base ./loading.jl:854
[6] _require(pkg::Base.PkgId)
@ Base ./loading.jl:1097
[7] require(uuidkey::Base.PkgId)
@ Base ./loading.jl:1013
[8] require(into::Module, mod::Symbol)
@ Base ./loading.jl:997
[9] include
@ ./Base.jl:418 [inlined]
[10] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt64}}, source::String)
@ Base ./loading.jl:1318
[11] top-level scope
@ none:1
[12] eval
@ ./boot.jl:373 [inlined]
[13] eval(x::Expr)
@ Base.MainInclude ./client.jl:453
[14] top-level scope
@ none:1
during initialization of module GPUCompiler
in expression starting at /Users/patrickaltmeyer/.julia/packages/CUDA/M4jkK/src/CUDA.jl:1
ERROR: LoadError: Failed to precompile CUDA [052768ef-5323-5732-b1bb-66c8b64840ba] to /Users/patrickaltmeyer/.julia/compiled/v1.7/CUDA/jl_CdfK3s.
Stacktrace:
[1] error(s::String)
@ Base ./error.jl:33
[2] compilecache(pkg::Base.PkgId, path::String, internal_stderr::IO, internal_stdout::IO, ignore_loaded_modules::Bool)
@ Base ./loading.jl:1466
[3] compilecache(pkg::Base.PkgId, path::String)
@ Base ./loading.jl:1410
[4] _require(pkg::Base.PkgId)
@ Base ./loading.jl:1120
[5] require(uuidkey::Base.PkgId)
@ Base ./loading.jl:1013
[6] require(into::Module, mod::Symbol)
@ Base ./loading.jl:997
[7] include
@ ./Base.jl:418 [inlined]
[8] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt64}}, source::Nothing)
@ Base ./loading.jl:1318
[9] top-level scope
@ none:1
[10] eval
@ ./boot.jl:373 [inlined]
[11] eval(x::Expr)
@ Base.MainInclude ./client.jl:453
[12] top-level scope
@ none:1
in expression starting at /Users/patrickaltmeyer/.julia/packages/Flux/qp1gc/src/Flux.jl:1
CUDA [052768ef-5323-5732-b1bb-66c8b64840ba]
Failed to precompile CUDA [052768ef-5323-5732-b1bb-66c8b64840ba] to /Users/patrickaltmeyer/.julia/compiled/v1.7/CUDA/jl_2dru7W.
ERROR: LoadError: InitError: could not load symbol "LLVMExtraInitializeAllTargets":
dlsym(RTLD_DEFAULT, LLVMExtraInitializeAllTargets): symbol not found
Stacktrace:
[1] LLVMInitializeAllTargets
@ ~/.julia/packages/LLVM/srSVa/lib/libLLVM_extra.jl:10 [inlined]
[2] InitializeAllTargets
@ ~/.julia/packages/LLVM/srSVa/src/init.jl:58 [inlined]
[3] __init__()
@ GPUCompiler ~/.julia/packages/GPUCompiler/XwWPj/src/GPUCompiler.jl:50
[4] _include_from_serialized(path::String, depmods::Vector{Any})
@ Base ./loading.jl:768
[5] _require_search_from_serialized(pkg::Base.PkgId, sourcepath::String)
@ Base ./loading.jl:854
[6] _require(pkg::Base.PkgId)
@ Base ./loading.jl:1097
[7] require(uuidkey::Base.PkgId)
@ Base ./loading.jl:1013
[8] require(into::Module, mod::Symbol)
@ Base ./loading.jl:997
[9] include
@ ./Base.jl:418 [inlined]
[10] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt64}}, source::Nothing)
@ Base ./loading.jl:1318
[11] top-level scope
@ none:1
[12] eval
@ ./boot.jl:373 [inlined]
[13] eval(x::Expr)
@ Base.MainInclude ./client.jl:453
[14] top-level scope
@ none:1
during initialization of module GPUCompiler
in expression starting at /Users/patrickaltmeyer/.julia/packages/CUDA/M4jkK/src/CUDA.jl:1
A similar issue was mentioned here. Grateful for any advice!
Thanks
