remove `zeros_T_AT` and rename cuda ext #349

prbzrg · 2023-11-19T15:06:10Z

No description provided.

Co-authored-by: prbzrg <prbzrg@users.noreply.github.com>

codecov · 2023-11-19T15:29:12Z

Codecov Report

Attention: 5 lines in your changes are missing coverage. Please review.

Comparison is base (e2b720b) 76.64% compared to head (13b0cf6) 77.03%.

Files	Patch %	Lines
src/utils.jl	66.66%	3 Missing ⚠️
...gFlowsCUDAExt/ContinuousNormalizingFlowsCUDAExt.jl	0.00%	2 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #349      +/-   ##
==========================================
+ Coverage   76.64%   77.03%   +0.38%     
==========================================
  Files          18       17       -1     
  Lines         895      897       +2     
==========================================
+ Hits          686      691       +5     
+ Misses        209      206       -3

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

github-actions · 2023-11-19T15:42:47Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 19 Nov 2023 - 15:33
- Baseline: 19 Nov 2023 - 15:42
Package commits:
- Target: 951867
- Baseline: e2b720
Julia commits:
- Target: 8e5136
- Baseline: 8e5136
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"]`	1.12 (5%) ❌	1.14 (1%) ❌
`["main", "inplace", "AD-1-order", "train"]`	1.08 (5%) ❌	1.07 (1%) ❌
`["main", "inplace", "direct", "test"]`	1.19 (5%) ❌	1.14 (1%) ❌
`["main", "inplace", "direct", "train"]`	1.08 (5%) ❌	1.05 (1%) ❌
`["main", "no_inplace", "AD-1-order", "test"]`	1.14 (5%) ❌	1.14 (1%) ❌
`["main", "no_inplace", "AD-1-order", "train"]`	1.00 (5%)	1.01 (1%) ❌
`["main", "no_inplace", "direct", "test"]`	1.20 (5%) ❌	1.17 (1%) ❌
`["main", "no_inplace", "direct", "train"]`	1.08 (5%) ❌	1.08 (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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1015-azure #15~22.04.1-Ubuntu SMP Fri Oct  6 13:20:44 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3200 MHz       4894 s          0 s        300 s       7189 s          0 s
       #2  2585 MHz       5184 s          0 s        314 s       6909 s          0 s
       #3  3241 MHz       4940 s          0 s        359 s       7088 s          0 s
       #4  2445 MHz       4776 s          0 s        318 s       7294 s          0 s
  Memory: 15.606914520263672 GB (13089.796875 MB free)
  Uptime: 1244.54 sec
  Load Avg:  1.03  1.16  1.17
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Baseline

Julia Version 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1015-azure #15~22.04.1-Ubuntu SMP Fri Oct  6 13:20:44 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       6209 s          0 s        357 s      11306 s          0 s
       #2  3242 MHz       6300 s          0 s        367 s      11230 s          0 s
       #3  2593 MHz       6247 s          0 s        415 s      11216 s          0 s
       #4  2445 MHz       6501 s          0 s        372 s      11008 s          0 s
  Memory: 15.606914520263672 GB (13084.0 MB free)
  Uptime: 1794.73 sec
  Load Avg:  1.02  1.03  1.08
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Target result

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

Job Properties

Time of benchmark: 19 Nov 2023 - 15:33
Package commit: 951867
Julia commit: 8e5136
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	memory	allocations
`["main", "inplace", "AD-1-order", "test"]`	108.451 ms (5%)	70.30 MiB (1%)	404218
`["main", "inplace", "AD-1-order", "train"]`	23.572 ms (5%)	32.75 MiB (1%)	76171
`["main", "inplace", "direct", "test"]`	1.636 ms (5%)	3.19 MiB (1%)	8170
`["main", "inplace", "direct", "train"]`	677.478 μs (5%)	1.03 MiB (1%)	2687
`["main", "no_inplace", "AD-1-order", "test"]`	108.745 ms (5%)	71.61 MiB (1%)	403888
`["main", "no_inplace", "AD-1-order", "train"]`	22.754 ms (5%)	31.26 MiB (1%)	75443
`["main", "no_inplace", "direct", "test"]`	1.786 ms (5%)	4.05 MiB (1%)	8518
`["main", "no_inplace", "direct", "train"]`	798.323 μs (5%)	2.02 MiB (1%)	3017

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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1015-azure #15~22.04.1-Ubuntu SMP Fri Oct  6 13:20:44 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3200 MHz       4894 s          0 s        300 s       7189 s          0 s
       #2  2585 MHz       5184 s          0 s        314 s       6909 s          0 s
       #3  3241 MHz       4940 s          0 s        359 s       7088 s          0 s
       #4  2445 MHz       4776 s          0 s        318 s       7294 s          0 s
  Memory: 15.606914520263672 GB (13089.796875 MB free)
  Uptime: 1244.54 sec
  Load Avg:  1.03  1.16  1.17
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Baseline result

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

Job Properties

Time of benchmark: 19 Nov 2023 - 15:42
Package commit: e2b720
Julia commit: 8e5136
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	memory	allocations
`["main", "inplace", "AD-1-order", "test"]`	96.548 ms (5%)	61.93 MiB (1%)	357771
`["main", "inplace", "AD-1-order", "train"]`	21.912 ms (5%)	30.71 MiB (1%)	71449
`["main", "inplace", "direct", "test"]`	1.378 ms (5%)	2.80 MiB (1%)	7130
`["main", "inplace", "direct", "train"]`	625.863 μs (5%)	1000.12 KiB (1%)	2521
`["main", "no_inplace", "AD-1-order", "test"]`	95.283 ms (5%)	62.88 MiB (1%)	357409
`["main", "no_inplace", "AD-1-order", "train"]`	22.758 ms (5%)	30.89 MiB (1%)	75064
`["main", "no_inplace", "direct", "test"]`	1.485 ms (5%)	3.46 MiB (1%)	7400
`["main", "no_inplace", "direct", "train"]`	738.993 μs (5%)	1.87 MiB (1%)	2821

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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1015-azure #15~22.04.1-Ubuntu SMP Fri Oct  6 13:20:44 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       6209 s          0 s        357 s      11306 s          0 s
       #2  3242 MHz       6300 s          0 s        367 s      11230 s          0 s
       #3  2593 MHz       6247 s          0 s        415 s      11216 s          0 s
       #4  2445 MHz       6501 s          0 s        372 s      11008 s          0 s
  Memory: 15.606914520263672 GB (13084.0 MB free)
  Uptime: 1794.73 sec
  Load Avg:  1.02  1.03  1.08
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 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: 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

github-actions · 2023-11-19T18:19:34Z

Benchmark result

Judge result

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

Job Properties

Time of benchmarks:
- Target: 19 Nov 2023 - 18:10
- Baseline: 19 Nov 2023 - 18:19
Package commits:
- Target: 827e29
- Baseline: e2b720
Julia commits:
- Target: 8e5136
- Baseline: 8e5136
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", "direct", "test"]`	1.05 (5%)	1.06 (1%) ❌
`["main", "inplace", "direct", "train"]`	0.96 (5%)	0.95 (1%) ✅
`["main", "no_inplace", "AD-1-order", "train"]`	0.97 (5%)	0.99 (1%) ✅
`["main", "no_inplace", "direct", "test"]`	1.06 (5%) ❌	1.08 (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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1016-azure #16~22.04.1-Ubuntu SMP Tue Oct 10 17:11:51 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3241 MHz       5676 s          0 s        303 s       6016 s          0 s
       #2  3251 MHz       5668 s          0 s        265 s       6072 s          0 s
       #3  3235 MHz       3868 s          0 s        311 s       7816 s          0 s
       #4  2445 MHz       3880 s          0 s        278 s       7846 s          0 s
  Memory: 15.60689926147461 GB (13142.19921875 MB free)
  Uptime: 1203.53 sec
  Load Avg:  1.05  1.16  1.17
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Baseline

Julia Version 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1016-azure #16~22.04.1-Ubuntu SMP Tue Oct 10 17:11:51 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3213 MHz       7004 s          0 s        360 s       9912 s          0 s
       #2  3240 MHz       6454 s          0 s        329 s      10502 s          0 s
       #3  3227 MHz       5233 s          0 s        353 s      11691 s          0 s
       #4  2445 MHz       5657 s          0 s        339 s      11290 s          0 s
  Memory: 15.60689926147461 GB (13060.66796875 MB free)
  Uptime: 1732.58 sec
  Load Avg:  1.03  1.06  1.1
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Target result

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

Job Properties

Time of benchmark: 19 Nov 2023 - 18:10
Package commit: 827e29
Julia commit: 8e5136
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	memory	allocations
`["main", "inplace", "AD-1-order", "test"]`	92.688 ms (5%)	62.64 MiB (1%)	357182
`["main", "inplace", "AD-1-order", "train"]`	20.504 ms (5%)	30.59 MiB (1%)	71043
`["main", "inplace", "direct", "test"]`	1.410 ms (5%)	3.19 MiB (1%)	8170
`["main", "inplace", "direct", "train"]`	534.627 μs (5%)	946.62 KiB (1%)	2355
`["main", "no_inplace", "AD-1-order", "test"]`	92.868 ms (5%)	63.99 MiB (1%)	356976
`["main", "no_inplace", "AD-1-order", "train"]`	19.858 ms (5%)	29.07 MiB (1%)	70602
`["main", "no_inplace", "direct", "test"]`	1.536 ms (5%)	4.05 MiB (1%)	8518
`["main", "no_inplace", "direct", "train"]`	661.144 μs (5%)	1.82 MiB (1%)	2803

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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1016-azure #16~22.04.1-Ubuntu SMP Tue Oct 10 17:11:51 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3241 MHz       5676 s          0 s        303 s       6016 s          0 s
       #2  3251 MHz       5668 s          0 s        265 s       6072 s          0 s
       #3  3235 MHz       3868 s          0 s        311 s       7816 s          0 s
       #4  2445 MHz       3880 s          0 s        278 s       7846 s          0 s
  Memory: 15.60689926147461 GB (13142.19921875 MB free)
  Uptime: 1203.53 sec
  Load Avg:  1.05  1.16  1.17
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 on 4 virtual cores

Baseline result

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

Job Properties

Time of benchmark: 19 Nov 2023 - 18:19
Package commit: e2b720
Julia commit: 8e5136
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	memory	allocations
`["main", "inplace", "AD-1-order", "test"]`	95.020 ms (5%)	62.34 MiB (1%)	358583
`["main", "inplace", "AD-1-order", "train"]`	20.707 ms (5%)	30.71 MiB (1%)	71421
`["main", "inplace", "direct", "test"]`	1.347 ms (5%)	3.00 MiB (1%)	7650
`["main", "inplace", "direct", "train"]`	555.988 μs (5%)	1000.12 KiB (1%)	2521
`["main", "no_inplace", "AD-1-order", "test"]`	95.507 ms (5%)	63.48 MiB (1%)	358293
`["main", "no_inplace", "AD-1-order", "train"]`	20.369 ms (5%)	29.49 MiB (1%)	71075
`["main", "no_inplace", "direct", "test"]`	1.447 ms (5%)	3.75 MiB (1%)	7956
`["main", "no_inplace", "direct", "train"]`	665.712 μs (5%)	1.84 MiB (1%)	2809

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 1.9.4
Commit 8e5136fa297 (2023-11-14 08:46 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.3 LTS
  uname: Linux 6.2.0-1016-azure #16~22.04.1-Ubuntu SMP Tue Oct 10 17:11:51 UTC 2023 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3213 MHz       7004 s          0 s        360 s       9912 s          0 s
       #2  3240 MHz       6454 s          0 s        329 s      10502 s          0 s
       #3  3227 MHz       5233 s          0 s        353 s      11691 s          0 s
       #4  2445 MHz       5657 s          0 s        339 s      11290 s          0 s
  Memory: 15.60689926147461 GB (13060.66796875 MB free)
  Uptime: 1732.58 sec
  Load Avg:  1.03  1.06  1.1
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-14.0.6 (ORCJIT, znver3)
  Threads: 1 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:                           4890.87
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 and others added 2 commits November 19, 2023 18:34

remove zeros_T_AT

e91793b

Format .jl files (#350)

3a14ea6

Co-authored-by: prbzrg <prbzrg@users.noreply.github.com>

remove rand_cstm_AT

13b0cf6

prbzrg merged commit 9b4662d into main Nov 19, 2023

prbzrg deleted the up-cudaext branch November 19, 2023 19:03

remove zeros_T_AT and rename cuda ext #349

remove zeros_T_AT and rename cuda ext #349

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remove `zeros_T_AT` and rename cuda ext #349

remove `zeros_T_AT` and rename cuda ext #349

codecov bot commented Nov 19, 2023 •

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