wip: runtime analysis by aviatesk · Pull Request #508 · aviatesk/JET.jl

aviatesk · 2023-05-12T16:03:37Z

Here is some demo:

julia> using JET, Test

julia> pass = @analysispass JET.OptAnalyzer;

julia> call_xs(f, xs) = f(xs[]);

julia> # run without runtime dispatch
       @test pass() do
           call_xs(sin, Ref(42))
       end == sin(42)
Test Passed

julia> # report if there is runtime dispatch detected 
       pass() do
           call_xs(sin, Ref{Any}(42))
       end
ERROR: JETRuntimeError raised by `OptAnalyzer: (::var"#5#6")()`:
═════ 1 possible error found ═════
┌ @ REPL[5]:3 call_xs(sin, Ref{Any}(42))
│┌ @ REPL[3]:1 f(%1)
││ runtime dispatch detected: f::typeof(sin)(%1::Any)::Any
│└─────────────

Stacktrace:
 [1] macro expansion
   @ Main ~/julia/packages/JET/src/runtime.jl:0 [inlined]
 [2] (::var"##JET.OptAnalyzer#225")(fargs::var"#5#6")
   @ Main ~/julia/packages/JET/src/runtime.jl:212
 [3] top-level scope
   @ REPL[5]:2

julia> # complicated case: the `call_sin` is runtime dispatched
       call_sin(x::Number) = sin(x);

julia> call_sin(x::Any) = throw(x);

julia> pass() do
           call_xs(call_sin, Ref{Any}(42))
       end
ERROR: JETRuntimeError raised by `OptAnalyzer: (::var"#7#8")()`:
═════ 1 possible error found ═════
┌ @ REPL[8]:2 call_xs(call_sin, Ref{Any}(42))
│┌ @ REPL[3]:1 f(%1)
││ runtime dispatch detected: f::typeof(call_sin)(%1::Any)::Any
│└─────────────

Stacktrace:
 [1] macro expansion
   @ Main ~/julia/packages/JET/src/runtime.jl:0 [inlined]
 [2] (::var"##JET.OptAnalyzer#225")(fargs::var"#7#8")
   @ Main ~/julia/packages/JET/src/runtime.jl:212
 [3] top-level scope
   @ REPL[8]:1

julia> # general configuration support: let's ignore runtime dispatch on `call_sin`
       function_filter(@nospecialize f) = f !== call_sin;

julia> pass = @analysispass JET.OptAnalyzer function_filter;

julia> pass() do
           call_xs(call_sin, Ref{Any}(42))
       end
-0.9165215479156338

julia> # runtime dispatch support: `call_sin` is runtime dispatched (but not reported), 
       # still we get runtime dispatch report for `sin(::Any)`
       call_sin(xs::Base.RefValue) = sin(xs[]);

julia> pass(Ref{Any}(Ref{Any}(42))) do xxs
           call_xs(call_sin, xxs)
       end
ERROR: JETRuntimeError raised by `OptAnalyzer: call_sin(::Base.RefValue{Any})`:
═════ 1 possible error found ═════
┌ @ REPL[12]:3 sin(%1)
│ runtime dispatch detected: sin(%1::Any)::Any
└──────────────

Stacktrace:
 [1] macro expansion
   @ Main ~/julia/packages/JET/src/runtime.jl:0 [inlined]
 [2] (::var"##JET.OptAnalyzer#226")(::typeof(call_sin), ::Base.RefValue{Any})
   @ Main ~/julia/packages/JET/src/runtime.jl:212
 [3] call_xs
   @ Main ./REPL[3]:1 [inlined]
 [4] (::var"##JET.OptAnalyzer#226")(::typeof(call_xs), ::typeof(call_sin), ::Base.RefValue{Any})
   @ Main ~/julia/packages/JET/src/runtime.jl:0
 [5] #11
   @ Main ./REPL[13]:2 [inlined]
 [6] (::var"##JET.OptAnalyzer#226")(::var"#11#12", ::Base.RefValue{Any})
   @ Main ~/julia/packages/JET/src/runtime.jl:0
 [7] top-level scope
   @ REPL[13]:1

github-actions · 2024-06-20T16:51:17Z

JET Benchmark Result

Judge result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmarks:

Target: 20 Jun 2024 - 16:40
Baseline: 20 Jun 2024 - 16:50

Package commits:

Target: 52fc4a
Baseline: c9cacd

Julia commits:

Target: 48d4fd
Baseline: 48d4fd

Julia command flags:

Target: None
Baseline: None

Environment variables:

Target: None
Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID	time ratio	memory ratio
`["First-Time-To-JET", "rand(Bool)"]`	0.91 (5%) ✅	1.00 (1%)
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	1.12 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	1.07 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	1.06 (5%) ❌	1.00 (1%)

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:40
Package commit: 52fc4a
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	202.654 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	551.846 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	268.011 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	34.334 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.238 s (5%)	564.906 ms	1.49 GiB (1%)	28000903
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.114 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	102.855 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	146.233 ms (5%)		43.18 MiB (1%)	810500
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	40.782 ms (5%)		14.53 MiB (1%)	267056
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	148.693 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.449 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	99.028 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	170.557 ms (5%)		74.17 MiB (1%)	947667
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	43.800 ms (5%)		16.34 MiB (1%)	283520
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	164.713 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.674 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	140.318 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	450.013 ms (5%)		235.82 MiB (1%)	3469938
`["OptAnalyzer", "rand(Bool)"]`	23.142 ms (5%)		14.19 MiB (1%)	210676
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	244.870 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.004 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.880 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	242.880 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:50
Package commit: c9cacd
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	198.253 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	603.956 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	264.813 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	33.444 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.247 s (5%)	351.856 ms	1.49 GiB (1%)	28000901
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.391 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	96.682 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	131.106 ms (5%)		43.18 MiB (1%)	810499
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	39.025 ms (5%)		14.53 MiB (1%)	267055
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	144.402 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.102 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	93.425 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	167.138 ms (5%)		74.01 MiB (1%)	947685
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	42.108 ms (5%)		16.34 MiB (1%)	283519
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	155.743 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.583 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	135.014 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	452.191 ms (5%)		235.82 MiB (1%)	3469934
`["OptAnalyzer", "rand(Bool)"]`	22.591 ms (5%)		14.19 MiB (1%)	210675
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	242.507 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.078 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.868 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	245.434 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads	2
`BLAS.vendor()`	`lbt`
`Sys.CPU_THREADS`	4

lscpu output:

Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 48 bits physical, 48 bits virtual
Byte Order: Little Endian
CPU(s): 4
On-line CPU(s) list: 0-3
Vendor ID: AuthenticAMD
Model name: AMD EPYC 7763 64-Core Processor
CPU family: 25
Model: 1
Thread(s) per core: 2
Core(s) per socket: 2
Socket(s): 1
Stepping: 1
BogoMIPS: 4890.84
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization: AMD-V
Hypervisor vendor: Microsoft
Virtualization type: full
L1d cache: 64 KiB (2 instances)
L1i cache: 64 KiB (2 instances)
L2 cache: 1 MiB (2 instances)
L3 cache: 32 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass: Vulnerable
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected

Cpu Property	Value
Brand	AMD EPYC 7763 64-Core Processor
Vendor	:AMD
Architecture	:Unknown
Model	Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores	16 physical cores, 16 logical cores (on executing CPU)
	No Hyperthreading hardware capability detected
Clock Frequencies	Not supported by CPU
Data Cache	Level 1:3 : (32, 512, 32768) kbytes
	64 byte cache line size
Address Size	48 bits virtual, 48 bits physical
SIMD	256 bit = 32 byte max. SIMD vector size
Time Stamp Counter	TSC is accessible via `rdtsc`
	TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring	Performance Monitoring Counters (PMC) are not supported
Hypervisor	Yes, Microsoft

JET Benchmark Result

Judge result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmarks:

Target: 20 Jun 2024 - 16:40
Baseline: 20 Jun 2024 - 16:50

Package commits:

Target: 52fc4a
Baseline: c9cacd

Julia commits:

Target: 48d4fd
Baseline: 48d4fd

Julia command flags:

Target: None
Baseline: None

Environment variables:

Target: None
Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID	time ratio	memory ratio
`["First-Time-To-JET", "rand(Bool)"]`	0.91 (5%) ✅	1.00 (1%)
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	1.12 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	1.07 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	1.06 (5%) ❌	1.00 (1%)

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:40
Package commit: 52fc4a
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	202.654 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	551.846 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	268.011 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	34.334 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.238 s (5%)	564.906 ms	1.49 GiB (1%)	28000903
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.114 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	102.855 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	146.233 ms (5%)		43.18 MiB (1%)	810500
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	40.782 ms (5%)		14.53 MiB (1%)	267056
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	148.693 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.449 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	99.028 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	170.557 ms (5%)		74.17 MiB (1%)	947667
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	43.800 ms (5%)		16.34 MiB (1%)	283520
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	164.713 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.674 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	140.318 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	450.013 ms (5%)		235.82 MiB (1%)	3469938
`["OptAnalyzer", "rand(Bool)"]`	23.142 ms (5%)		14.19 MiB (1%)	210676
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	244.870 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.004 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.880 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	242.880 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:50
Package commit: c9cacd
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	198.253 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	603.956 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	264.813 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	33.444 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.247 s (5%)	351.856 ms	1.49 GiB (1%)	28000901
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.391 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	96.682 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	131.106 ms (5%)		43.18 MiB (1%)	810499
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	39.025 ms (5%)		14.53 MiB (1%)	267055
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	144.402 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.102 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	93.425 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	167.138 ms (5%)		74.01 MiB (1%)	947685
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	42.108 ms (5%)		16.34 MiB (1%)	283519
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	155.743 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.583 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	135.014 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	452.191 ms (5%)		235.82 MiB (1%)	3469934
`["OptAnalyzer", "rand(Bool)"]`	22.591 ms (5%)		14.19 MiB (1%)	210675
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	242.507 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.078 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.868 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	245.434 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads	2
`BLAS.vendor()`	`lbt`
`Sys.CPU_THREADS`	4

lscpu output:

Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 48 bits physical, 48 bits virtual
Byte Order: Little Endian
CPU(s): 4
On-line CPU(s) list: 0-3
Vendor ID: AuthenticAMD
Model name: AMD EPYC 7763 64-Core Processor
CPU family: 25
Model: 1
Thread(s) per core: 2
Core(s) per socket: 2
Socket(s): 1
Stepping: 1
BogoMIPS: 4890.84
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization: AMD-V
Hypervisor vendor: Microsoft
Virtualization type: full
L1d cache: 64 KiB (2 instances)
L1i cache: 64 KiB (2 instances)
L2 cache: 1 MiB (2 instances)
L3 cache: 32 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass: Vulnerable
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected

Cpu Property	Value
Brand	AMD EPYC 7763 64-Core Processor
Vendor	:AMD
Architecture	:Unknown
Model	Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores	16 physical cores, 16 logical cores (on executing CPU)
	No Hyperthreading hardware capability detected
Clock Frequencies	Not supported by CPU
Data Cache	Level 1:3 : (32, 512, 32768) kbytes
	64 byte cache line size
Address Size	48 bits virtual, 48 bits physical
SIMD	256 bit = 32 byte max. SIMD vector size
Time Stamp Counter	TSC is accessible via `rdtsc`
	TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring	Performance Monitoring Counters (PMC) are not supported
Hypervisor	Yes, Microsoft

JET Benchmark Result

Judge result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmarks:

Target: 20 Jun 2024 - 16:40
Baseline: 20 Jun 2024 - 16:50

Package commits:

Target: 52fc4a
Baseline: c9cacd

Julia commits:

Target: 48d4fd
Baseline: 48d4fd

Julia command flags:

Target: None
Baseline: None

Environment variables:

Target: None
Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). Only significant results - results
that indicate possible regressions or improvements - are shown below (thus, an empty table means that all
benchmark results remained invariant between builds).

ID	time ratio	memory ratio
`["First-Time-To-JET", "rand(Bool)"]`	0.91 (5%) ✅	1.00 (1%)
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	1.12 (5%) ❌	1.00 (1%)
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	1.07 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	1.06 (5%) ❌	1.00 (1%)
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	1.06 (5%) ❌	1.00 (1%)

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:40
Package commit: 52fc4a
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	202.654 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	551.846 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	268.011 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	34.334 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.238 s (5%)	564.906 ms	1.49 GiB (1%)	28000903
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.114 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	102.855 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	146.233 ms (5%)		43.18 MiB (1%)	810500
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	40.782 ms (5%)		14.53 MiB (1%)	267056
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	148.693 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.449 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	99.028 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	170.557 ms (5%)		74.17 MiB (1%)	947667
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	43.800 ms (5%)		16.34 MiB (1%)	283520
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	164.713 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.674 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	140.318 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	450.013 ms (5%)		235.82 MiB (1%)	3469938
`["OptAnalyzer", "rand(Bool)"]`	23.142 ms (5%)		14.19 MiB (1%)	210676
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	244.870 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.004 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.880 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	242.880 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 3214 MHz 1816 s 0 s 161 s 6777 s 0 s
 #2 3243 MHz 3082 s 0 s 150 s 5529 s 0 s
 #3 2445 MHz 1948 s 0 s 187 s 6613 s 0 s
 #4 2445 MHz 1502 s 0 s 200 s 7050 s 0 s
 Memory: 15.606491088867188 GB (12488.40234375 MB free)
 Uptime: 879.07 sec
 Load Avg: 1.0 1.04 0.72
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Time of benchmark: 20 Jun 2024 - 16:50
Package commit: c9cacd
Julia commit: 48d4fd
Julia command flags: None
Environment variables: None

Results

Below is a table of this job's results, obtained by running the benchmarks.
The values listed in the ID column have the structure [parent_group, child_group, ..., key], and can be used to
index into the BaseBenchmarks suite to retrieve the corresponding benchmarks.
The percentages accompanying time and memory values in the below table are noise tolerances. The "true"
time/memory value for a given benchmark is expected to fall within this percentage of the reported value.
An empty cell means that the value was zero.

ID	time	GC time	memory	allocations
`["First-Time-To-JET", "package loading"]`	198.253 ms (5%)		64.67 KiB (1%)	17
`["First-Time-To-JET", "rand(Bool)"]`	603.956 ms (5%)		65.08 KiB (1%)	17
`["First-Time-To-JET", "sum(\"julia\")"]`	264.813 ms (5%)		65.08 KiB (1%)	17
`["JETAnalyzer{BasicPass} top-level", "demo"]`	33.444 ms (5%)		2.11 MiB (1%)	36377
`["JETAnalyzer{BasicPass} top-level", "self analysis"]`	10.247 s (5%)	351.856 ms	1.49 GiB (1%)	28000901
`["JETAnalyzer{BasicPass} top-level", "simple"]`	8.391 ms (5%)		2.02 MiB (1%)	35434
`["JETAnalyzer{BasicPass}", "identity(nothing)"]`	96.682 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]`	131.106 ms (5%)		43.18 MiB (1%)	810499
`["JETAnalyzer{BasicPass}", "rand(Bool)"]`	39.025 ms (5%)		14.53 MiB (1%)	267055
`["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]`	144.402 μs (5%)		16.05 KiB (1%)	227
`["JETAnalyzer{BasicPass}", "sum(\"julia\")"]`	5.102 ms (5%)		1.88 MiB (1%)	33178
`["JETAnalyzer{SoundPass}", "identity(nothing)"]`	93.425 μs (5%)		7.94 KiB (1%)	113
`["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]`	167.138 ms (5%)		74.01 MiB (1%)	947685
`["JETAnalyzer{SoundPass}", "rand(Bool)"]`	42.108 ms (5%)		16.34 MiB (1%)	283519
`["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]`	155.743 μs (5%)		19.67 KiB (1%)	252
`["JETAnalyzer{SoundPass}", "sum(\"julia\")"]`	5.583 ms (5%)		1.95 MiB (1%)	34388
`["OptAnalyzer", "identity(nothing)"]`	135.014 μs (5%)		25.39 KiB (1%)	362
`["OptAnalyzer", "println(QuoteNode(nothing))"]`	452.191 ms (5%)		235.82 MiB (1%)	3469934
`["OptAnalyzer", "rand(Bool)"]`	22.591 ms (5%)		14.19 MiB (1%)	210675
`["OptAnalyzer", "sum(\"julia\") (cached)"]`	242.507 μs (5%)		56.80 KiB (1%)	774
`["OptAnalyzer", "sum(\"julia\")"]`	11.078 ms (5%)		6.48 MiB (1%)	96839
`["show(::IO, ::JETCallResult)", "report_call"]`	4.868 ms (5%)		1.33 MiB (1%)	18166
`["show(::IO, ::JETCallResult)", "report_opt"]`	245.434 ms (5%)		74.12 MiB (1%)	1146008

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

["First-Time-To-JET"]
["JETAnalyzer{BasicPass} top-level"]
["JETAnalyzer{BasicPass}"]
["JETAnalyzer{SoundPass}"]
["OptAnalyzer"]
["show(::IO, ::JETCallResult)"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
 Official https://julialang.org/ release
Platform Info:
 OS: Linux (x86_64-linux-gnu)
 Ubuntu 22.04.4 LTS
 uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May 9 17:59:24 UTC 2024 x86_64 x86_64
 CPU: AMD EPYC 7763 64-Core Processor: 
 speed user nice sys idle irq
 #1 2445 MHz 3201 s 0 s 279 s 11517 s 0 s
 #2 3244 MHz 5094 s 0 s 260 s 9657 s 0 s
 #3 2720 MHz 3731 s 0 s 308 s 10955 s 0 s
 #4 3181 MHz 3391 s 0 s 326 s 11283 s 0 s
 Memory: 15.606491088867188 GB (12029.890625 MB free)
 Uptime: 1504.9 sec
 Load Avg: 1.0 1.1 0.98
 WORD_SIZE: 64
 LIBM: libopenlibm
 LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads	2
`BLAS.vendor()`	`lbt`
`Sys.CPU_THREADS`	4

lscpu output:

Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 48 bits physical, 48 bits virtual
Byte Order: Little Endian
CPU(s): 4
On-line CPU(s) list: 0-3
Vendor ID: AuthenticAMD
Model name: AMD EPYC 7763 64-Core Processor
CPU family: 25
Model: 1
Thread(s) per core: 2
Core(s) per socket: 2
Socket(s): 1
Stepping: 1
BogoMIPS: 4890.84
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization: AMD-V
Hypervisor vendor: Microsoft
Virtualization type: full
L1d cache: 64 KiB (2 instances)
L1i cache: 64 KiB (2 instances)
L2 cache: 1 MiB (2 instances)
L3 cache: 32 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass: Vulnerable
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Not affected

Cpu Property	Value
Brand	AMD EPYC 7763 64-Core Processor
Vendor	:AMD
Architecture	:Unknown
Model	Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores	16 physical cores, 16 logical cores (on executing CPU)
	No Hyperthreading hardware capability detected
Clock Frequencies	Not supported by CPU
Data Cache	Level 1:3 : (32, 512, 32768) kbytes
	64 byte cache line size
Address Size	48 bits virtual, 48 bits physical
SIMD	256 bit = 32 byte max. SIMD vector size
Time Stamp Counter	TSC is accessible via `rdtsc`
	TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring	Performance Monitoring Counters (PMC) are not supported
Hypervisor	Yes, Microsoft

aviatesk mentioned this pull request May 13, 2023

Add a hook to analyze calls that appear at runtime #505

Open

aviatesk force-pushed the avi/opt-function_filter branch from 30078f0 to 6f37184 Compare May 17, 2023 09:27

Base automatically changed from avi/opt-function_filter to master May 17, 2023 13:54

aviatesk force-pushed the master branch from 2efa50c to d161481 Compare January 31, 2024 05:18

aviatesk force-pushed the master branch from 19e19e5 to 750a14f Compare May 20, 2024 05:54

aviatesk force-pushed the avi/runtime branch from c94714a to e762778 Compare June 20, 2024 16:28

aviatesk force-pushed the avi/runtime branch from e762778 to 3ceb6fc Compare June 21, 2024 16:03

wip: runtime analysis

a16edef

aviatesk force-pushed the avi/runtime branch from 3ceb6fc to a16edef Compare June 21, 2024 16:11

Conversation

aviatesk commented May 12, 2023

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Judge result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Judge result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

Job Properties

Results

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Target result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Benchmark Report for /home/runner/work/JET.jl/JET.jl

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Baseline result

Benchmark Report for /home/runner/work/JET.jl/JET.jl

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github-actions bot commented Jun 20, 2024 •

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