aviatesk / JET.jl

An experimental code analyzer for Julia. No need for additional type annotations.
https://aviatesk.github.io/JET.jl/dev/
MIT License
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adjustments to `backports-1.11` #639

Closed aviatesk closed 3 months ago

github-actions[bot] commented 3 months ago
JET Benchmark Result # Judge result # Benchmark Report for */home/runner/work/JET.jl/JET.jl* ## Job Properties * Time of benchmarks: - Target: 21 Jun 2024 - 16:05 - Baseline: 21 Jun 2024 - 16:16 * Package commits: - Target: cb73df - 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 :x:), while a ratio less than `1.0` denotes a possible improvement (marked with :white_check_mark:). 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 | |-------------------------------------------------------------|---------------|--------------| | `["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]` | 1.09 (5%) :x: | 1.00 (1%) | | `["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]` | 1.05 (5%) :x: | 1.00 (1%) | | `["OptAnalyzer", "identity(nothing)"]` | 1.13 (5%) :x: | 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 3257 MHz 2419 s 0 s 167 s 5599 s 0 s #2 3243 MHz 2226 s 0 s 163 s 5803 s 0 s #3 2602 MHz 2275 s 0 s 206 s 5695 s 0 s #4 3193 MHz 1204 s 0 s 173 s 6799 s 0 s Memory: 15.606487274169922 GB (12136.8046875 MB free) Uptime: 821.91 sec Load Avg: 1.01 1.01 0.67 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 3243 MHz 4590 s 0 s 264 s 9514 s 0 s #2 3243 MHz 4371 s 0 s 283 s 9723 s 0 s #3 2445 MHz 3636 s 0 s 313 s 10411 s 0 s #4 2445 MHz 2521 s 0 s 296 s 11544 s 0 s Memory: 15.606487274169922 GB (12309.31640625 MB free) Uptime: 1441.45 sec Load Avg: 1.07 1.1 0.94 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: 21 Jun 2024 - 16:5 * Package commit: cb73df * 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"]` | 179.738 ms (5%) | | 64.67 KiB (1%) | 17 | | `["First-Time-To-JET", "rand(Bool)"]` | 554.999 ms (5%) | | 65.08 KiB (1%) | 17 | | `["First-Time-To-JET", "sum(\"julia\")"]` | 253.694 ms (5%) | | 65.08 KiB (1%) | 17 | | `["JETAnalyzer{BasicPass} top-level", "demo"]` | 32.692 ms (5%) | | 2.11 MiB (1%) | 36385 | | `["JETAnalyzer{BasicPass} top-level", "self analysis"]` | 9.627 s (5%) | 467.691 ms | 1.49 GiB (1%) | 28000903 | | `["JETAnalyzer{BasicPass} top-level", "simple"]` | 7.746 ms (5%) | | 2.02 MiB (1%) | 35434 | | `["JETAnalyzer{BasicPass}", "identity(nothing)"]` | 91.652 μs (5%) | | 7.94 KiB (1%) | 113 | | `["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]` | 129.479 ms (5%) | | 43.18 MiB (1%) | 810499 | | `["JETAnalyzer{BasicPass}", "rand(Bool)"]` | 39.462 ms (5%) | | 14.53 MiB (1%) | 267055 | | `["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]` | 144.671 μs (5%) | | 16.05 KiB (1%) | 227 | | `["JETAnalyzer{BasicPass}", "sum(\"julia\")"]` | 5.169 ms (5%) | | 1.86 MiB (1%) | 33177 | | `["JETAnalyzer{SoundPass}", "identity(nothing)"]` | 83.216 μs (5%) | | 7.94 KiB (1%) | 113 | | `["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]` | 166.440 ms (5%) | | 74.13 MiB (1%) | 947686 | | `["JETAnalyzer{SoundPass}", "rand(Bool)"]` | 41.546 ms (5%) | | 16.34 MiB (1%) | 283519 | | `["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]` | 144.861 μs (5%) | | 19.67 KiB (1%) | 252 | | `["JETAnalyzer{SoundPass}", "sum(\"julia\")"]` | 5.441 ms (5%) | | 1.95 MiB (1%) | 34388 | | `["OptAnalyzer", "identity(nothing)"]` | 134.902 μs (5%) | | 25.39 KiB (1%) | 362 | | `["OptAnalyzer", "println(QuoteNode(nothing))"]` | 417.805 ms (5%) | | 235.82 MiB (1%) | 3469936 | | `["OptAnalyzer", "rand(Bool)"]` | 21.962 ms (5%) | | 14.19 MiB (1%) | 210675 | | `["OptAnalyzer", "sum(\"julia\") (cached)"]` | 224.039 μs (5%) | | 56.80 KiB (1%) | 774 | | `["OptAnalyzer", "sum(\"julia\")"]` | 10.935 ms (5%) | | 6.48 MiB (1%) | 96839 | | `["show(::IO, ::JETCallResult)", "report_call"]` | 4.609 ms (5%) | | 1.33 MiB (1%) | 18166 | | `["show(::IO, ::JETCallResult)", "report_opt"]` | 236.637 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 3257 MHz 2419 s 0 s 167 s 5599 s 0 s #2 3243 MHz 2226 s 0 s 163 s 5803 s 0 s #3 2602 MHz 2275 s 0 s 206 s 5695 s 0 s #4 3193 MHz 1204 s 0 s 173 s 6799 s 0 s Memory: 15.606487274169922 GB (12136.8046875 MB free) Uptime: 821.91 sec Load Avg: 1.01 1.01 0.67 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: 21 Jun 2024 - 16:16 * 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"]` | 177.671 ms (5%) | | 64.67 KiB (1%) | 17 | | `["First-Time-To-JET", "rand(Bool)"]` | 558.523 ms (5%) | | 65.08 KiB (1%) | 17 | | `["First-Time-To-JET", "sum(\"julia\")"]` | 252.555 ms (5%) | | 65.08 KiB (1%) | 17 | | `["JETAnalyzer{BasicPass} top-level", "demo"]` | 32.129 ms (5%) | | 2.11 MiB (1%) | 36385 | | `["JETAnalyzer{BasicPass} top-level", "self analysis"]` | 9.849 s (5%) | 491.292 ms | 1.49 GiB (1%) | 28000903 | | `["JETAnalyzer{BasicPass} top-level", "simple"]` | 7.808 ms (5%) | | 2.02 MiB (1%) | 35434 | | `["JETAnalyzer{BasicPass}", "identity(nothing)"]` | 88.676 μs (5%) | | 7.94 KiB (1%) | 113 | | `["JETAnalyzer{BasicPass}", "println(QuoteNode(nothing))"]` | 128.752 ms (5%) | | 43.18 MiB (1%) | 810499 | | `["JETAnalyzer{BasicPass}", "rand(Bool)"]` | 38.686 ms (5%) | | 14.53 MiB (1%) | 267055 | | `["JETAnalyzer{BasicPass}", "sum(\"julia\") (cached)"]` | 132.909 μs (5%) | | 16.05 KiB (1%) | 227 | | `["JETAnalyzer{BasicPass}", "sum(\"julia\")"]` | 5.253 ms (5%) | | 1.88 MiB (1%) | 33178 | | `["JETAnalyzer{SoundPass}", "identity(nothing)"]` | 86.292 μs (5%) | | 7.94 KiB (1%) | 113 | | `["JETAnalyzer{SoundPass}", "println(QuoteNode(nothing))"]` | 159.191 ms (5%) | | 73.75 MiB (1%) | 947642 | | `["JETAnalyzer{SoundPass}", "rand(Bool)"]` | 40.580 ms (5%) | | 16.34 MiB (1%) | 283519 | | `["JETAnalyzer{SoundPass}", "sum(\"julia\") (cached)"]` | 137.618 μs (5%) | | 19.67 KiB (1%) | 252 | | `["JETAnalyzer{SoundPass}", "sum(\"julia\")"]` | 5.367 ms (5%) | | 1.95 MiB (1%) | 34388 | | `["OptAnalyzer", "identity(nothing)"]` | 119.373 μs (5%) | | 25.39 KiB (1%) | 362 | | `["OptAnalyzer", "println(QuoteNode(nothing))"]` | 418.681 ms (5%) | | 235.82 MiB (1%) | 3469938 | | `["OptAnalyzer", "rand(Bool)"]` | 21.666 ms (5%) | | 14.19 MiB (1%) | 210675 | | `["OptAnalyzer", "sum(\"julia\") (cached)"]` | 219.951 μs (5%) | | 56.80 KiB (1%) | 774 | | `["OptAnalyzer", "sum(\"julia\")"]` | 10.953 ms (5%) | | 6.48 MiB (1%) | 96839 | | `["show(::IO, ::JETCallResult)", "report_call"]` | 4.525 ms (5%) | | 1.33 MiB (1%) | 18166 | | `["show(::IO, ::JETCallResult)", "report_opt"]` | 241.247 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 3243 MHz 4590 s 0 s 264 s 9514 s 0 s #2 3243 MHz 4371 s 0 s 283 s 9723 s 0 s #3 2445 MHz 3636 s 0 s 313 s 10411 s 0 s #4 2445 MHz 2521 s 0 s 296 s 11544 s 0 s Memory: 15.606487274169922 GB (12309.31640625 MB free) Uptime: 1441.45 sec Load Avg: 1.07 1.1 0.94 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: 4890.86 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 |