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[RFC/WIP] Tools for measuring cycles and cpu_times and tricking out LLVM #92
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281e114
add clobber and escape to stop LLVM to over-optimize benchmarking loop
vchuravy 0802ed9
make escape a bit more robust
vchuravy 1be6637
add cycle counting infrastructure
vchuravy f9babf7
add process and thread cpu time
vchuravy 55a9382
convert process and thread time into seconds
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Original file line number | Diff line number | Diff line change |
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########################## | ||
# Low-level benchmarking # | ||
########################## | ||
import Base: llvmcall | ||
|
||
""" | ||
clobber() | ||
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||
Force the compiler to flush pending writes to global memory. | ||
Acts as an effective read/write barrier. | ||
""" | ||
@inline function clobber() | ||
llvmcall(""" | ||
call void asm sideeffect "", "~{memory}"() | ||
ret void | ||
""", Void, Tuple{}) | ||
end | ||
|
||
""" | ||
_llvmname(type::Type) | ||
|
||
Produce the string name of the llvm equivalent of our Julia code. | ||
Oh my. The preferable way would be to use LLVM.jl to do this for us. | ||
""" | ||
function _llvmname(typ::Type) | ||
isboxed_ref = Ref{Bool}() | ||
llvmtyp = ccall(:julia_type_to_llvm, Ptr{Void}, | ||
(Any, Ptr{Bool}), typ, isboxed_ref) | ||
name = unsafe_string( | ||
ccall(:LLVMPrintTypeToString, Cstring, (Ptr{Void},), llvmtyp)) | ||
return (isboxed_ref[], name) | ||
end | ||
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""" | ||
escape(val) | ||
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||
The `escape` function can be used to prevent a value or | ||
expression from being optimized away by the compiler. This function is | ||
intended to add little to no overhead. | ||
See: https://youtu.be/nXaxk27zwlk?t=2441 | ||
""" | ||
@generated function escape(val::T) where T | ||
# If the value is `nothing` then a memory clobber | ||
# should have the same effect. | ||
if T == Void | ||
return :(clobber()) | ||
end | ||
# We need to get the string representation of the LLVM type to be able to issue a | ||
# fake call. | ||
isboxed, name = _llvmname(T) | ||
if isboxed | ||
# name will be `jl_value_t*` which we can't use since string based llvmcall can't handle named structs... | ||
# Ideally we would issue a `bitcast jl_value_t* %0 to i8*` | ||
Base.warn_once("Trying to escape a boxed value. Don't know how to handle that.") | ||
else | ||
ir = """ | ||
call void asm sideeffect "", "X,~{memory}"($name %0) | ||
ret void | ||
""" | ||
quote | ||
llvmcall($ir, Void, Tuple{T}, val) | ||
end | ||
end | ||
end | ||
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################ | ||
# Count cycles # | ||
################ | ||
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# Only implemented on x86_64 and needs cpuflags: | ||
# rdtscp, tsc, nonstop_tsc, tsc_known_freq, constant_tsc | ||
# See https://github.com/dterei/gotsc for a good discussion. | ||
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""" | ||
bench_start() | ||
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Issues the instructions `cpuid,rdtsc` to get a precise cycle counter at the beginning of a code segment. | ||
""" | ||
@inline function bench_start() | ||
llvmcall(""" | ||
%a = call {i32, i32} asm sideeffect "CPUID\nRDTSC\nMOV %edx, \$0\nMOV %eax, \$1", "=r,=r,~{rax},~{rbx},~{rcx},~{rdx}"() | ||
%a.0 = extractvalue { i32, i32 } %a, 0 | ||
%a.1 = extractvalue { i32, i32 } %a, 1 | ||
%b0 = insertvalue [2 x i32] undef, i32 %a.0, 0 | ||
%b = insertvalue [2 x i32] %b0 , i32 %a.1, 1 | ||
ret [2 x i32] %b | ||
""", Tuple{UInt32, UInt32}, Tuple{}) | ||
end | ||
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""" | ||
bench_end() | ||
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Issues the instructions `rdtscp,cpuid` to get a precise cycle counter at the end of a code segment. | ||
""" | ||
@inline function bench_end() | ||
llvmcall(""" | ||
%a = call {i32, i32} asm sideeffect "RDTSCP\nMOV %edx, \$0\nMOV %eax, \$1\nCPUID", "=r,=r,~{rax},~{rbx},~{rcx},~{rdx}"() | ||
%a.0 = extractvalue { i32, i32 } %a, 0 | ||
%a.1 = extractvalue { i32, i32 } %a, 1 | ||
%b0 = insertvalue [2 x i32] undef, i32 %a.0, 0 | ||
%b = insertvalue [2 x i32] %b0 , i32 %a.1, 1 | ||
ret [2 x i32] %b | ||
""", Tuple{UInt32, UInt32}, Tuple{}) | ||
end | ||
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function cyc_convert(c::Tuple{UInt32, UInt32}) | ||
a, b = c | ||
((a % UInt64) << 32) | b | ||
end | ||
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macro elapsed_cyc(ex) | ||
quote | ||
local c0 = bench_start() | ||
escape($(esc(ex))) | ||
local c1 = bench_end() | ||
cyc_convert(c1)-cyc_convert(c0) | ||
end | ||
end | ||
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########## | ||
# Timers # | ||
########## | ||
struct TimeSpec | ||
tv_sec :: UInt64 # time_t | ||
tv_nsec :: UInt64 | ||
end | ||
maketime(ts) = ts.tv_sec + ts.tv_nsec * 1e-9 | ||
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const CLOCK_PROCESS_CPUTIME_ID = Cint(2) | ||
const CLOCK_THREAD_CPUTIME_ID = Cint(3) | ||
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@inline function clock_gettime(cid) | ||
ts = Ref{TimeSpec}() | ||
ccall(:clock_gettime, Cint, (Cint, Ref{TimeSpec}), cid, ts) | ||
return ts[] | ||
end | ||
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""" | ||
getProcessTime() | ||
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Per-process CPU-time clock (measures CPU time consumed by all | ||
threads in the process). | ||
""" | ||
@inline function getProcessTime() | ||
maketime(clock_gettime(CLOCK_PROCESS_CPUTIME_ID)) | ||
end | ||
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""" | ||
getThreadTime() | ||
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Thread-specific CPU-time clock. | ||
""" | ||
@inline function getThreadTime() | ||
maketime(clock_gettime(CLOCK_THREAD_CPUTIME_ID)) | ||
end |
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This isn't a very Julian name, both in that it starts with "get" and that it's in camel case. I'd just call it
processtime()
. Likewise forgetThreadTime
, I'd call thatthreadtime()
.