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test VCABM #381

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@prbzrg prbzrg commented Mar 2, 2024

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@prbzrg prbzrg self-assigned this Mar 2, 2024
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codecov bot commented Mar 2, 2024 •
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Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 88.69%. Comparing base (dad37ca) to head (f2e9410).

Additional details and impacted files 
@@            Coverage Diff             @@
##             main     #381      +/-   ##
==========================================
- Coverage   92.66%   88.69%   -3.98%     
==========================================
  Files          15       15              
  Lines         982      982              
==========================================
- Hits          910      871      -39     
- Misses         72      111      +39

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

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github-actions bot commented Mar 2, 2024

Benchmark result

Judge result

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

Job Properties

  • Time of benchmarks:
    • Target: 2 Mar 2024 - 08:24
    • Baseline: 2 Mar 2024 - 08:51
  • Package commits:
    • Target: 2542e2
    • Baseline: dad37c
  • 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", "test"] 0.25 (5%) ✅ 0.25 (1%) ✅
["main", "inplace", "AD-1-order", "train"] 0.25 (5%) ✅ 0.25 (1%) ✅
["main", "inplace", "direct", "test"] 0.56 (5%) ✅ 0.56 (1%) ✅
["main", "inplace", "direct", "train"] 0.58 (5%) ✅ 0.52 (1%) ✅
["main", "no_inplace", "AD-1-order", "test"] 0.38 (5%) ✅ 0.42 (1%) ✅
["main", "no_inplace", "AD-1-order", "train"] 0.39 (5%) ✅ 0.45 (1%) ✅
["main", "no_inplace", "direct", "test"] 0.58 (5%) ✅ 0.63 (1%) ✅
["main", "no_inplace", "direct", "train"] 0.62 (5%) ✅ 0.72 (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 6.5.0-1015-azure #15~22.04.1-Ubuntu SMP Tue Feb 13 01:15:12 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       5878 s          0 s        371 s       7396 s          0 s
       #2  2445 MHz       5886 s          0 s        353 s       7405 s          0 s
       #3  3242 MHz       4764 s          0 s        342 s       8532 s          0 s
       #4  3242 MHz       5694 s          0 s        357 s       7594 s          0 s
  Memory: 15.606491088867188 GB (13022.89453125 MB free)
  Uptime: 1368.84 sec
  Load Avg:  1.0  1.18  1.32
  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 6.5.0-1015-azure #15~22.04.1-Ubuntu SMP Tue Feb 13 01:15:12 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       9800 s          0 s        567 s      19465 s          0 s
       #2  2445 MHz      11629 s          0 s        562 s      17649 s          0 s
       #3  3243 MHz       8712 s          0 s        546 s      20572 s          0 s
       #4  3222 MHz       8101 s          0 s        559 s      21171 s          0 s
  Memory: 15.606491088867188 GB (12954.4609375 MB free)
  Uptime: 2991.15 sec
  Load Avg:  1.0  1.02  1.06
  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: 2 Mar 2024 - 8:24
  • Package commit: 2542e2
  • 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"] 52.816 s (5%) 2.448 s 114.40 GiB (1%) 144282605
["main", "inplace", "AD-1-order", "train"] 9.407 s (5%) 324.298 ms 15.52 GiB (1%) 27315098
["main", "inplace", "direct", "test"] 15.915 ms (5%) 37.52 MiB (1%) 45906
["main", "inplace", "direct", "train"] 2.773 ms (5%) 4.49 MiB (1%) 7148
["main", "no_inplace", "AD-1-order", "test"] 982.759 ms (5%) 21.381 ms 616.70 MiB (1%) 3040122
["main", "no_inplace", "AD-1-order", "train"] 97.900 ms (5%) 98.23 MiB (1%) 305477
["main", "no_inplace", "direct", "test"] 17.103 ms (5%) 48.17 MiB (1%) 48848
["main", "no_inplace", "direct", "train"] 3.926 ms (5%) 13.72 MiB (1%) 9583

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 6.5.0-1015-azure #15~22.04.1-Ubuntu SMP Tue Feb 13 01:15:12 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       5878 s          0 s        371 s       7396 s          0 s
       #2  2445 MHz       5886 s          0 s        353 s       7405 s          0 s
       #3  3242 MHz       4764 s          0 s        342 s       8532 s          0 s
       #4  3242 MHz       5694 s          0 s        357 s       7594 s          0 s
  Memory: 15.606491088867188 GB (13022.89453125 MB free)
  Uptime: 1368.84 sec
  Load Avg:  1.0  1.18  1.32
  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: 2 Mar 2024 - 8:51
  • Package commit: dad37c
  • 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"] 210.128 s (5%) 9.875 s 457.41 GiB (1%) 576843609
["main", "inplace", "AD-1-order", "train"] 36.913 s (5%) 1.431 s 62.25 GiB (1%) 109042768
["main", "inplace", "direct", "test"] 28.295 ms (5%) 67.24 MiB (1%) 82763
["main", "inplace", "direct", "train"] 4.758 ms (5%) 8.56 MiB (1%) 14517
["main", "no_inplace", "AD-1-order", "test"] 2.590 s (5%) 63.086 ms 1.43 GiB (1%) 7621404
["main", "no_inplace", "AD-1-order", "train"] 252.216 ms (5%) 5.569 ms 216.11 MiB (1%) 794725
["main", "no_inplace", "direct", "test"] 29.412 ms (5%) 76.59 MiB (1%) 86296
["main", "no_inplace", "direct", "train"] 6.377 ms (5%) 19.11 MiB (1%) 18830

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 6.5.0-1015-azure #15~22.04.1-Ubuntu SMP Tue Feb 13 01:15:12 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       9800 s          0 s        567 s      19465 s          0 s
       #2  2445 MHz      11629 s          0 s        562 s      17649 s          0 s
       #3  3243 MHz       8712 s          0 s        546 s      20572 s          0 s
       #4  3222 MHz       8101 s          0 s        559 s      21171 s          0 s
  Memory: 15.606491088867188 GB (12954.4609375 MB free)
  Uptime: 2991.15 sec
  Load Avg:  1.0  1.02  1.06
  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: Mitigation; 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

@prbzrg prbzrg closed this Mar 3, 2024
@prbzrg prbzrg deleted the test-vcabm branch March 3, 2024 19:20
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