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compatibility.jl
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# compatibility of Julia, CUDA and LLVM
const lowest = v"0"
const highest = v"999"
# PTX compilation targets come in three feature-set flavors, selected via the suffix on the
# `.target` directive (and the matching `--gpu-name` to ptxas):
#
# - Baseline (no suffix, e.g. sm_90): the forward-compatible feature set. Code compiled
# for sm_X runs on any sm_Y with Y >= X (onion model).
# - Family (`f` suffix, e.g. sm_100f): a superset of Baseline. Same-major-family-portable;
# code compiled for sm_100f runs on sm_100, sm_103, etc., but not across families.
# Introduced with CC 10.0; requires PTX >= 8.8 regardless of cap.
# - Architecture (`a` suffix, e.g. sm_90a): a superset of Family. Locked to one
# exact CC; code compiled for sm_103a runs only on CC 10.3 devices. Introduced with
# CC 9.0; uses the same PTX requirement as the plain target.
#
function validate_feature_set(cap::VersionNumber, ptx::VersionNumber, feature_set::Symbol)
if !(feature_set in (:baseline, :family, :arch))
error("feature_set must be one of :baseline, :family, :arch; got $(repr(feature_set))")
end
if feature_set === :arch
cap >= v"9.0" || error("Architecture-specific targets require compute capability >= 9.0; got $cap")
ptx >= v"8.0" || error("Architecture-specific targets require PTX ISA >= 8.0; got $ptx")
elseif feature_set === :family
cap >= v"10.0" || error("Family-specific targets require compute capability >= 10.0; got $cap")
ptx >= v"8.8" || error("Family-specific targets require PTX ISA >= 8.8; got $ptx")
end
return
end
## version range
struct VersionRange
lower::VersionNumber
upper::VersionNumber
end
Base.in(v::VersionNumber, r::VersionRange) = (v >= r.lower && v <= r.upper)
between(a::VersionNumber, b::VersionNumber) = VersionRange(a, b)
Base.intersect(v::VersionNumber, r::VersionRange) =
v < r.lower ? (r.lower:v) :
v > r.upper ? (v:r.upper) : (v:v)
## devices supported by the CUDA toolkit
# Source:
# - https://en.wikipedia.org/wiki/CUDA#GPUs_supported
# - ptxas |& grep -A 10 '\--gpu-name'
const cuda_cap_db = Dict(
v"1.0" => between(lowest, v"6.5"),
v"1.1" => between(lowest, v"6.5"),
v"1.2" => between(lowest, v"6.5"),
v"1.3" => between(lowest, v"6.5"),
v"2.0" => between(lowest, v"8.0"),
v"2.1" => between(lowest, v"8.0"),
v"3.0" => between(v"4.2", v"10.2"),
v"3.2" => between(v"6.0", v"10.2"),
v"3.5" => between(v"5.0", v"11.8"),
v"3.7" => between(v"6.5", v"11.8"),
v"5.0" => between(v"6.0", v"12.9"),
v"5.2" => between(v"7.0", v"12.9"),
v"5.3" => between(v"7.5", v"12.9"),
v"6.0" => between(v"8.0", v"12.9"),
v"6.1" => between(v"8.0", v"12.9"),
v"6.2" => between(v"8.0", v"12.9"),
v"7.0" => between(v"9.0", v"12.9"),
v"7.2" => between(v"9.2", v"12.9"),
v"7.5" => between(v"10.0", highest),
v"8.0" => between(v"11.0", highest),
v"8.6" => between(v"11.1", highest),
v"8.7" => between(v"11.4", highest),
v"8.9" => between(v"11.8", highest),
v"9.0" => between(v"11.8", highest),
v"10.0" => between(v"12.8", highest),
v"10.3" => between(v"12.8", highest),
v"11.0" => between(v"12.8", highest),
v"12.0" => between(v"12.8", highest),
v"12.1" => between(v"12.9", highest),
)
function cuda_cap_support(ver::VersionNumber)
caps = Set{VersionNumber}()
for (cap,r) in cuda_cap_db
if ver in r
push!(caps, cap)
end
end
return caps
end
## PTX ISAs supported by the CUDA toolkit
# Source: PTX ISA document, Release History table
const cuda_ptx_db = Dict(
v"1.0" => between(v"1.0", highest),
v"1.1" => between(v"1.1", highest),
v"1.2" => between(v"2.0", highest),
v"1.3" => between(v"2.1", highest),
v"1.4" => between(v"2.2", highest),
v"1.5" => between(v"2.2", highest),
v"2.0" => between(v"3.0", highest),
v"2.1" => between(v"3.1", highest),
v"2.2" => between(v"3.2", highest),
v"2.3" => between(v"4.2", highest),
v"3.0" => between(v"4.1", highest),
v"3.1" => between(v"5.0", highest),
v"3.2" => between(v"5.5", highest),
v"4.0" => between(v"6.0", highest),
v"4.1" => between(v"6.5", highest),
v"4.2" => between(v"7.0", highest),
v"4.3" => between(v"7.5", highest),
v"5.0" => between(v"8.0", highest),
v"6.0" => between(v"9.0", highest),
v"6.1" => between(v"9.1", highest),
v"6.2" => between(v"9.2", highest),
v"6.3" => between(v"10.0", highest),
v"6.4" => between(v"10.1", highest),
v"6.5" => between(v"10.2", highest),
v"7.0" => between(v"11.0", highest),
v"7.1" => between(v"11.1", highest),
v"7.2" => between(v"11.2", highest),
v"7.3" => between(v"11.3", highest),
v"7.4" => between(v"11.4", highest),
v"7.5" => between(v"11.5", highest),
v"7.6" => between(v"11.6", highest),
v"7.7" => between(v"11.7", highest),
v"7.8" => between(v"11.8", highest),
v"8.0" => between(v"12.0", highest),
v"8.1" => between(v"12.1", highest),
v"8.2" => between(v"12.2", highest),
v"8.3" => between(v"12.3", highest),
v"8.4" => between(v"12.4", highest),
v"8.5" => between(v"12.5", highest),
v"8.6" => between(v"12.7", highest),
v"8.7" => between(v"12.8", highest),
v"8.8" => between(v"12.9", highest),
v"9.0" => between(v"13.0", highest),
v"9.1" => between(v"13.1", highest),
v"9.2" => between(v"13.2", highest),
)
function cuda_ptx_support(ver::VersionNumber)
caps = Set{VersionNumber}()
for (cap,r) in cuda_ptx_db
if ver in r
push!(caps, cap)
end
end
return caps
end
## devices supported by each PTX ISA
# Source: PTX ISA document, Release History table
const ptx_cap_db = Dict(
v"1.0" => between(v"1.0", highest),
v"1.1" => between(v"1.0", highest),
v"1.2" => between(v"1.2", highest),
v"1.3" => between(v"1.2", highest),
v"2.0" => between(v"2.0", highest),
v"3.0" => between(v"3.1", highest),
v"3.2" => between(v"4.0", highest),
v"3.5" => between(v"3.1", highest),
v"3.7" => between(v"4.1", highest),
v"5.0" => between(v"4.0", highest),
v"5.2" => between(v"4.1", highest),
v"5.3" => between(v"4.2", highest),
v"6.0" => between(v"5.0", highest),
v"6.1" => between(v"5.0", highest),
v"6.2" => between(v"5.0", highest),
v"7.0" => between(v"6.0", highest),
v"7.2" => between(v"6.1", highest),
v"7.5" => between(v"6.3", highest),
v"8.0" => between(v"7.0", highest),
v"8.6" => between(v"7.1", highest),
v"8.7" => between(v"7.4", highest),
v"8.9" => between(v"7.8", highest),
v"9.0" => between(v"7.8", highest),
v"10.0" => between(v"8.6", highest),
v"10.1" => between(v"8.6", highest),
v"10.3" => between(v"8.8", highest),
v"12.0" => between(v"8.7", highest),
v"12.1" => between(v"8.8", highest),
)
function ptx_cap_support(ver::VersionNumber)
caps = Set{VersionNumber}()
for (cap,r) in ptx_cap_db
if ver in r
push!(caps, cap)
end
end
return caps
end
## devices supported by the LLVM NVPTX back-end
# Source: LLVM/lib/Target/NVPTX/NVPTX.td
const llvm_cap_db = Dict(
v"2.0" => between(v"3.2", highest),
v"2.1" => between(v"3.2", highest),
v"3.0" => between(v"3.2", highest),
v"3.2" => between(v"3.7", highest),
v"3.5" => between(v"3.2", highest),
v"3.7" => between(v"3.7", highest),
v"5.0" => between(v"3.5", highest),
v"5.2" => between(v"3.7", highest),
v"5.3" => between(v"3.7", highest),
v"6.0" => between(v"3.9", highest),
v"6.1" => between(v"3.9", highest),
v"6.2" => between(v"3.9", highest),
v"7.0" => between(v"6", highest),
v"7.2" => between(v"7", highest),
v"7.5" => between(v"8", highest),
v"8.0" => between(v"11", highest),
v"8.6" => between(v"13", highest),
v"8.7" => between(v"16", highest),
v"8.9" => between(v"16", highest),
v"9.0" => between(v"16", highest),
v"10.0" => between(v"20", highest),
v"10.1" => between(v"20", highest),
v"10.3" => between(v"21", highest),
v"12.0" => between(v"20", highest),
v"12.1" => between(v"21", highest),
)
function llvm_cap_support(ver::VersionNumber)
caps = Set{VersionNumber}()
for (cap,r) in llvm_cap_db
if ver in r
push!(caps, cap)
end
end
return caps
end
## PTX ISAs supported by the LVM NVPTX back-end
# Source: LLVM/lib/Target/NVPTX/NVPTX.td
const llvm_ptx_db = Dict(
v"3.0" => between(v"3.2", v"3.5"),
v"3.1" => between(v"3.2", v"3.5"),
v"3.2" => between(v"3.5", highest),
v"4.0" => between(v"3.5", highest),
v"4.1" => between(v"3.7", highest),
v"4.2" => between(v"3.7", highest),
v"4.3" => between(v"3.9", highest),
v"5.0" => between(v"3.9", highest),
v"6.0" => between(v"6", highest),
v"6.1" => between(v"7", highest),
v"6.3" => between(v"8", highest),
v"6.4" => between(v"9", highest),
v"6.5" => between(v"11", highest),
v"7.0" => between(v"11", highest),
v"7.1" => between(v"13", highest),
v"7.2" => between(v"13", highest),
v"7.3" => between(v"14", highest),
v"7.4" => between(v"14", highest),
v"7.5" => between(v"14", highest),
v"7.6" => between(v"16", highest),
v"7.7" => between(v"16", highest),
v"7.8" => between(v"16", highest),
v"8.0" => between(v"17", highest),
v"8.1" => between(v"17", highest),
v"8.2" => between(v"18", highest),
v"8.3" => between(v"18", highest),
v"8.4" => between(v"19", highest),
v"8.5" => between(v"19", highest),
v"8.6" => between(v"20", highest),
v"8.7" => between(v"20", highest),
v"8.8" => between(v"21", highest),
v"9.0" => between(v"22", highest),
v"9.1" => between(v"24", highest),
)
function llvm_ptx_support(ver::VersionNumber)
caps = Set{VersionNumber}()
for (cap,r) in llvm_ptx_db
if ver in r
push!(caps, cap)
end
end
return caps
end
## high-level functions that return target and isa support
function llvm_compat(version=LLVM.version())
LLVM.InitializeNVPTXTarget()
cap_support = sort(collect(llvm_cap_support(version)))
ptx_support = sort(collect(llvm_ptx_support(version)))
return (cap=cap_support, ptx=ptx_support)
end
function cuda_compat(version=runtime_version())
# we don't have to check the driver version, because it offers backwards compatbility
# beyond the CUDA toolkit version (e.g. R580 for CUDA 13 still supports Volta as
# deprecated in CUDA 13), and we don't have a reliable way to query the actual version
# as NVML isn't available on all platforms. let's instead simply assume that unsupported
# devices will not be exposed to the CUDA runtime and thus won't be visible to us.
# we also don't have to check the compiler version, because CUDA_Compiler_jll is
# guaranteed to have the same major version as CUDA_Runtime_jll, meaning that the
# compiler will always support at least the same devices as the runtime.
cap_support = sort(collect(cuda_cap_support(version)))
ptx_support = sort(collect(cuda_ptx_support(version)))
return (cap=cap_support, ptx=ptx_support)
end
function ptx_compat(ptx)
return (cap=ptx_cap_support(ptx),)
end