Full qualification by `import` #407

prbzrg · 2024-04-26T18:47:33Z

No description provided.

ext/ContinuousNormalizingFlowsDistributionsExt/ContinuousNormalizingFlowsDistributionsExt.jl

ext/ContinuousNormalizingFlowsDistributionsExt/core.jl

ext/ContinuousNormalizingFlowsDistributionsExt/core_cond_icnf.jl

ext/ContinuousNormalizingFlowsDistributionsExt/core_icnf.jl

src/cores/dist_ext.jl

src/exts/dist_ext/core.jl

src/exts/dist_ext/core_cond_icnf.jl

src/exts/dist_ext/core_icnf.jl

src/exts/mlj_ext/core.jl

src/exts/mlj_ext/core_cond_icnf.jl

src/exts/mlj_ext/core_icnf.jl

github-actions · 2024-04-26T23:45:28Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 26 Apr 2024 - 23:20
- Baseline: 26 Apr 2024 - 23:45
Package commits:
- Target: 6178d3
- Baseline: ae3da3
Julia commits:
- Target: bd47ec
- Baseline: bd47ec
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
`["main", "inplace", "AD-1-order", "train"]`	0.96 (5%)	0.96 (1%) ✅
`["main", "no_inplace", "AD-1-order", "test"]`	1.09 (5%) ❌	1.00 (1%)
`["main", "no_inplace", "AD-1-order", "train"]`	1.10 (5%) ❌	1.03 (1%) ❌

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Target

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz       9120 s          0 s        491 s      14625 s          0 s
       #2  3230 MHz       8591 s          0 s        469 s      15175 s          0 s
       #3  3241 MHz       7920 s          0 s        497 s      15820 s          0 s
       #4  2603 MHz       8178 s          0 s        492 s      15571 s          0 s
  Memory: 15.606494903564453 GB (12515.453125 MB free)
  Uptime: 2430.53 sec
  Load Avg:  1.01  1.02  1.14
  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 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz      12614 s          0 s        642 s      25673 s          0 s
       #2  2445 MHz      12809 s          0 s        636 s      25488 s          0 s
       #3  3068 MHz      11562 s          0 s        657 s      26714 s          0 s
       #4  3239 MHz      11422 s          0 s        657 s      26857 s          0 s
  Memory: 15.606494903564453 GB (12492.0 MB free)
  Uptime: 3902.71 sec
  Load Avg:  1.01  1.02  1.01
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 26 Apr 2024 - 23:20
Package commit: 6178d3
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	183.107 s (5%)	7.019 s	281.02 GiB (1%)	555900791
`["main", "inplace", "AD-1-order", "train"]`	30.636 s (5%)	1.064 s	41.75 GiB (1%)	119105321
`["main", "inplace", "direct", "test"]`	31.839 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.110 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.508 s (5%)	55.704 ms	1.50 GiB (1%)	7194326
`["main", "no_inplace", "AD-1-order", "train"]`	270.046 ms (5%)	5.297 ms	219.02 MiB (1%)	785986
`["main", "no_inplace", "direct", "test"]`	33.314 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.465 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz       9120 s          0 s        491 s      14625 s          0 s
       #2  3230 MHz       8591 s          0 s        469 s      15175 s          0 s
       #3  3241 MHz       7920 s          0 s        497 s      15820 s          0 s
       #4  2603 MHz       8178 s          0 s        492 s      15571 s          0 s
  Memory: 15.606494903564453 GB (12515.453125 MB free)
  Uptime: 2430.53 sec
  Load Avg:  1.01  1.02  1.14
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 26 Apr 2024 - 23:45
Package commit: ae3da3
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	177.525 s (5%)	6.496 s	281.02 GiB (1%)	555881655
`["main", "inplace", "AD-1-order", "train"]`	31.803 s (5%)	1.091 s	43.40 GiB (1%)	123819570
`["main", "inplace", "direct", "test"]`	31.140 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.069 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.293 s (5%)	54.062 ms	1.50 GiB (1%)	7209124
`["main", "no_inplace", "AD-1-order", "train"]`	245.350 ms (5%)	5.156 ms	212.35 MiB (1%)	762116
`["main", "no_inplace", "direct", "test"]`	32.279 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.332 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz      12614 s          0 s        642 s      25673 s          0 s
       #2  2445 MHz      12809 s          0 s        636 s      25488 s          0 s
       #3  3068 MHz      11562 s          0 s        657 s      26714 s          0 s
       #4  3239 MHz      11422 s          0 s        657 s      26857 s          0 s
  Memory: 15.606494903564453 GB (12492.0 MB free)
  Uptime: 3902.71 sec
  Load Avg:  1.01  1.02  1.01
  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
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

codecov · 2024-04-27T08:02:16Z

Codecov Report

Attention: Patch coverage is 84.37500% with 45 lines in your changes are missing coverage. Please review.

Project coverage is 85.00%. Comparing base (158bc5a) to head (755a36e).
Report is 1 commits behind head on main.

Files	Patch %	Lines
src/exts/mlj_ext/core_cond_icnf.jl	73.21%	15 Missing ⚠️
src/exts/mlj_ext/core_icnf.jl	73.46%	13 Missing ⚠️
src/exts/dist_ext/core_cond_icnf.jl	82.14%	5 Missing ⚠️
src/exts/dist_ext/core_icnf.jl	82.14%	5 Missing ⚠️
...gFlowsCUDAExt/ContinuousNormalizingFlowsCUDAExt.jl	0.00%	3 Missing ⚠️
src/layers/planar_layer.jl	25.00%	3 Missing ⚠️
src/layers/mul_layer.jl	0.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #407      +/-   ##
==========================================
- Coverage   85.28%   85.00%   -0.29%     
==========================================
  Files          12       15       +3     
  Lines         659      660       +1     
==========================================
- Hits          562      561       -1     
- Misses         97       99       +2

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

github-actions · 2024-04-27T08:50:24Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 27 Apr 2024 - 08:26
- Baseline: 27 Apr 2024 - 08:50
Package commits:
- Target: faf4ab
- Baseline: ae3da3
Julia commits:
- Target: bd47ec
- Baseline: bd47ec
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
`["main", "inplace", "AD-1-order", "train"]`	1.05 (5%)	1.04 (1%) ❌
`["main", "no_inplace", "AD-1-order", "train"]`	1.02 (5%)	0.98 (1%) ✅

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Target

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       9586 s          0 s        496 s      13169 s          0 s
       #2  3239 MHz       9487 s          0 s        450 s      13308 s          0 s
       #3  2445 MHz       7843 s          0 s        524 s      14871 s          0 s
       #4  3227 MHz       6291 s          0 s        535 s      16430 s          0 s
  Memory: 15.606494903564453 GB (12507.49609375 MB free)
  Uptime: 2331.19 sec
  Load Avg:  1.04  1.06  1.16
  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 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz      12655 s          0 s        669 s      24324 s          0 s
       #2  2445 MHz      13647 s          0 s        648 s      23350 s          0 s
       #3  3277 MHz      10998 s          0 s        688 s      25950 s          0 s
       #4  3241 MHz      10199 s          0 s        719 s      26740 s          0 s
  Memory: 15.606494903564453 GB (12542.203125 MB free)
  Uptime: 3773.67 sec
  Load Avg:  1.06  1.07  1.08
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 8:26
Package commit: faf4ab
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	177.804 s (5%)	6.498 s	281.02 GiB (1%)	555903213
`["main", "inplace", "AD-1-order", "train"]`	30.139 s (5%)	964.031 ms	40.92 GiB (1%)	116748213
`["main", "inplace", "direct", "test"]`	31.049 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.116 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.498 s (5%)	54.092 ms	1.50 GiB (1%)	7194325
`["main", "no_inplace", "AD-1-order", "train"]`	262.076 ms (5%)	10.748 ms	212.94 MiB (1%)	763259
`["main", "no_inplace", "direct", "test"]`	32.329 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.407 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       9586 s          0 s        496 s      13169 s          0 s
       #2  3239 MHz       9487 s          0 s        450 s      13308 s          0 s
       #3  2445 MHz       7843 s          0 s        524 s      14871 s          0 s
       #4  3227 MHz       6291 s          0 s        535 s      16430 s          0 s
  Memory: 15.606494903564453 GB (12507.49609375 MB free)
  Uptime: 2331.19 sec
  Load Avg:  1.04  1.06  1.16
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 8:50
Package commit: ae3da3
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	176.918 s (5%)	6.563 s	281.02 GiB (1%)	555877257
`["main", "inplace", "AD-1-order", "train"]`	28.817 s (5%)	988.096 ms	39.27 GiB (1%)	112032434
`["main", "inplace", "direct", "test"]`	31.036 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.153 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.437 s (5%)	54.045 ms	1.50 GiB (1%)	7209124
`["main", "no_inplace", "AD-1-order", "train"]`	257.541 ms (5%)	5.031 ms	217.84 MiB (1%)	783917
`["main", "no_inplace", "direct", "test"]`	32.256 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.485 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz      12655 s          0 s        669 s      24324 s          0 s
       #2  2445 MHz      13647 s          0 s        648 s      23350 s          0 s
       #3  3277 MHz      10998 s          0 s        688 s      25950 s          0 s
       #4  3241 MHz      10199 s          0 s        719 s      26740 s          0 s
  Memory: 15.606494903564453 GB (12542.203125 MB free)
  Uptime: 3773.67 sec
  Load Avg:  1.06  1.07  1.08
  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:                           4890.85
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
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

github-actions · 2024-04-27T10:11:22Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 27 Apr 2024 - 09:47
- Baseline: 27 Apr 2024 - 10:11
Package commits:
- Target: d5f3cd
- Baseline: ae3da3
Julia commits:
- Target: bd47ec
- Baseline: bd47ec
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
`["main", "inplace", "AD-1-order", "train"]`	0.97 (5%)	0.96 (1%) ✅

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Target

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       7642 s          0 s        504 s      15495 s          0 s
       #2  2445 MHz       8873 s          0 s        485 s      14286 s          0 s
       #3  2617 MHz       7839 s          0 s        480 s      15323 s          0 s
       #4  2445 MHz       8969 s          0 s        445 s      14234 s          0 s
  Memory: 15.606494903564453 GB (12448.578125 MB free)
  Uptime: 2370.69 sec
  Load Avg:  1.0  1.02  1.13
  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 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz      11718 s          0 s        628 s      25718 s          0 s
       #2  2595 MHz      12118 s          0 s        641 s      25307 s          0 s
       #3  2445 MHz      10918 s          0 s        639 s      26509 s          0 s
       #4  3243 MHz      12943 s          0 s        605 s      24524 s          0 s
  Memory: 15.606494903564453 GB (12582.95703125 MB free)
  Uptime: 3815.49 sec
  Load Avg:  1.03  1.04  1.05
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 9:47
Package commit: d5f3cd
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	179.947 s (5%)	6.408 s	281.02 GiB (1%)	555898942
`["main", "inplace", "AD-1-order", "train"]`	29.202 s (5%)	986.017 ms	40.09 GiB (1%)	114391105
`["main", "inplace", "direct", "test"]`	31.788 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.086 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.515 s (5%)	56.813 ms	1.50 GiB (1%)	7177205
`["main", "no_inplace", "AD-1-order", "train"]`	265.246 ms (5%)	5.283 ms	217.15 MiB (1%)	782297
`["main", "no_inplace", "direct", "test"]`	33.035 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.381 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3243 MHz       7642 s          0 s        504 s      15495 s          0 s
       #2  2445 MHz       8873 s          0 s        485 s      14286 s          0 s
       #3  2617 MHz       7839 s          0 s        480 s      15323 s          0 s
       #4  2445 MHz       8969 s          0 s        445 s      14234 s          0 s
  Memory: 15.606494903564453 GB (12448.578125 MB free)
  Uptime: 2370.69 sec
  Load Avg:  1.0  1.02  1.13
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 10:11
Package commit: ae3da3
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	179.215 s (5%)	6.400 s	281.02 GiB (1%)	555898176
`["main", "inplace", "AD-1-order", "train"]`	30.160 s (5%)	995.440 ms	41.75 GiB (1%)	119103771
`["main", "inplace", "direct", "test"]`	31.352 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.055 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.416 s (5%)	53.782 ms	1.50 GiB (1%)	7192004
`["main", "no_inplace", "AD-1-order", "train"]`	260.455 ms (5%)	4.956 ms	217.82 MiB (1%)	782906
`["main", "no_inplace", "direct", "test"]`	32.384 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.274 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz      11718 s          0 s        628 s      25718 s          0 s
       #2  2595 MHz      12118 s          0 s        641 s      25307 s          0 s
       #3  2445 MHz      10918 s          0 s        639 s      26509 s          0 s
       #4  3243 MHz      12943 s          0 s        605 s      24524 s          0 s
  Memory: 15.606494903564453 GB (12582.95703125 MB free)
  Uptime: 3815.49 sec
  Load Avg:  1.03  1.04  1.05
  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:                           4890.85
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
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

src/exts/dist_ext/core_cond_icnf.jl

src/exts/dist_ext/core_icnf.jl

github-actions · 2024-04-27T11:29:24Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 27 Apr 2024 - 11:04
- Baseline: 27 Apr 2024 - 11:29
Package commits:
- Target: 76cb15
- Baseline: ae3da3
Julia commits:
- Target: bd47ec
- Baseline: bd47ec
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
`["main", "no_inplace", "direct", "test"]`	0.94 (5%) ✅	1.00 (1%)
`["main", "no_inplace", "direct", "train"]`	0.94 (5%) ✅	1.00 (1%)

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Target

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2586 MHz       4181 s          0 s        207 s      10997 s          0 s
       #2  3192 MHz       5407 s          0 s        182 s       9818 s          0 s
       #3  3242 MHz       3040 s          0 s        209 s      12143 s          0 s
       #4  2445 MHz       2208 s          0 s        215 s      12959 s          0 s
  Memory: 15.606491088867188 GB (12561.21875 MB free)
  Uptime: 1545.42 sec
  Load Avg:  1.03  1.03  0.88
  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 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       8204 s          0 s        332 s      21513 s          0 s
       #2  3196 MHz      10425 s          0 s        305 s      19346 s          0 s
       #3  3242 MHz       6091 s          0 s        376 s      23592 s          0 s
       #4  3258 MHz       4753 s          0 s        399 s      24896 s          0 s
  Memory: 15.606491088867188 GB (12138.484375 MB free)
  Uptime: 3014.55 sec
  Load Avg:  1.07  1.06  1.0
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 11:4
Package commit: 76cb15
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	176.175 s (5%)	6.134 s	281.02 GiB (1%)	555903118
`["main", "inplace", "AD-1-order", "train"]`	29.123 s (5%)	936.284 ms	40.92 GiB (1%)	116745022
`["main", "inplace", "direct", "test"]`	31.248 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	5.052 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.499 s (5%)	53.816 ms	1.50 GiB (1%)	7177205
`["main", "no_inplace", "AD-1-order", "train"]`	265.979 ms (5%)	5.370 ms	218.41 MiB (1%)	784086
`["main", "no_inplace", "direct", "test"]`	30.913 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	5.957 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2586 MHz       4181 s          0 s        207 s      10997 s          0 s
       #2  3192 MHz       5407 s          0 s        182 s       9818 s          0 s
       #3  3242 MHz       3040 s          0 s        209 s      12143 s          0 s
       #4  2445 MHz       2208 s          0 s        215 s      12959 s          0 s
  Memory: 15.606491088867188 GB (12561.21875 MB free)
  Uptime: 1545.42 sec
  Load Avg:  1.03  1.03  0.88
  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/ContinuousNormalizingFlows.jl/ContinuousNormalizingFlows.jl

Job Properties

Time of benchmark: 27 Apr 2024 - 11:29
Package commit: ae3da3
Julia commit: bd47ec
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
`["main", "inplace", "AD-1-order", "test"]`	178.920 s (5%)	7.056 s	281.02 GiB (1%)	555899285
`["main", "inplace", "AD-1-order", "train"]`	30.336 s (5%)	1.191 s	40.92 GiB (1%)	116746650
`["main", "inplace", "direct", "test"]`	29.951 ms (5%)		54.57 MiB (1%)	104917
`["main", "inplace", "direct", "train"]`	4.818 ms (5%)		7.37 MiB (1%)	20324
`["main", "no_inplace", "AD-1-order", "test"]`	2.544 s (5%)	60.589 ms	1.50 GiB (1%)	7192005
`["main", "no_inplace", "AD-1-order", "train"]`	269.077 ms (5%)	5.705 ms	217.82 MiB (1%)	782907
`["main", "no_inplace", "direct", "test"]`	32.886 ms (5%)		61.87 MiB (1%)	107671
`["main", "no_inplace", "direct", "train"]`	6.350 ms (5%)		15.49 MiB (1%)	22772

Benchmark Group List

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

["main", "inplace", "AD-1-order"]
["main", "inplace", "direct"]
["main", "no_inplace", "AD-1-order"]
["main", "no_inplace", "direct"]

Julia versioninfo

Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1018-azure #19~22.04.2-Ubuntu SMP Thu Mar 21 16:45:46 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       8204 s          0 s        332 s      21513 s          0 s
       #2  3196 MHz      10425 s          0 s        305 s      19346 s          0 s
       #3  3242 MHz       6091 s          0 s        376 s      23592 s          0 s
       #4  3258 MHz       4753 s          0 s        399 s      24896 s          0 s
  Memory: 15.606491088867188 GB (12138.484375 MB free)
  Uptime: 3014.55 sec
  Load Avg:  1.07  1.06  1.0
  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
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

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Full qualification by import #407

Full qualification by import #407

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

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

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

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

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Full qualification by `import` #407

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