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Oblynx / HierarchicalTemporalMemory.jl

A simple, high-level Julia implementation of Numenta HTM algorithms
https://oblynx.github.io/HierarchicalTemporalMemory.jl
MIT License
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Docs assets #50

Closed Oblynx closed 4 years ago

github-actions[bot] commented 4 years ago
Benchmark result # Judge result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmarks: - Target: 31 Jul 2020 - 09:30 - Baseline: 31 Jul 2020 - 09:32 * Package commits: - Target: 9480c7 - Baseline: 643195 * Julia commits: - Target: 44fa15 - Baseline: 44fa15 * Julia command flags: - Target: None - Baseline: None * Environment variables: - Target: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` - Baseline: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|------------------------------|------------------------------| | `["SP", "1 iteration, global inhibit"]` | 0.90 (5%) :white_check_mark: | 0.99 (1%) | | `["SP", "1 iteration, local inhibit"]` | 0.01 (5%) :white_check_mark: | 0.00 (1%) :white_check_mark: | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ### Target ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 13303 s 0 s 1525 s 40666 s 0 s #2 2095 MHz 21282 s 0 s 1773 s 28220 s 0 s Memory: 6.764884948730469 GB (2674.0078125 MB free) Uptime: 613.0 sec Load Avg: 1.0 0.90966796875 0.5341796875 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` ### Baseline ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 25251 s 0 s 1621 s 42075 s 0 s #2 2095 MHz 22745 s 0 s 1801 s 40190 s 0 s Memory: 6.764884948730469 GB (2618.375 MB free) Uptime: 748.0 sec Load Avg: 1.0 0.947265625 0.60205078125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Target result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 9:30 * Package commit: 9480c7 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 678.303 μs (5%) | | 112.70 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 78.463 ms (5%) | | 615.27 KiB (1%) | 320 | | `["TM", "first 100 steps"]` | 470.082 ms (5%) | 36.478 ms | 586.71 MiB (1%) | 1470847 | | `["TM", "last 100 steps"]` | 428.614 ms (5%) | 24.788 ms | 509.34 MiB (1%) | 1223471 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 13303 s 0 s 1525 s 40666 s 0 s #2 2095 MHz 21282 s 0 s 1773 s 28220 s 0 s Memory: 6.764884948730469 GB (2674.0078125 MB free) Uptime: 613.0 sec Load Avg: 1.0 0.90966796875 0.5341796875 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Baseline result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 9:32 * Package commit: 643195 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|-----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 753.702 μs (5%) | | 113.42 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 6.716 s (5%) | 266.309 ms | 741.11 MiB (1%) | 14302477 | | `["TM", "first 100 steps"]` | 482.562 ms (5%) | 31.120 ms | 586.80 MiB (1%) | 1471356 | | `["TM", "last 100 steps"]` | 441.151 ms (5%) | 24.940 ms | 509.18 MiB (1%) | 1223584 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 25251 s 0 s 1621 s 42075 s 0 s #2 2095 MHz 22745 s 0 s 1801 s 40190 s 0 s Memory: 6.764884948730469 GB (2618.375 MB free) Uptime: 748.0 sec Load Avg: 1.0 0.947265625 0.60205078125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Runtime information | Runtime Info | | |:--|:--| | BLAS #threads | 2 | | `BLAS.vendor()` | `openblas64` | | `Sys.CPU_THREADS` | 2 | `lscpu` output: Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 2 On-line CPU(s) list: 0,1 Thread(s) per core: 1 Core(s) per socket: 2 Socket(s): 1 NUMA node(s): 1 Vendor ID: GenuineIntel CPU family: 6 Model: 85 Model name: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz Stepping: 4 CPU MHz: 2095.077 BogoMIPS: 4190.15 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 1024K L3 cache: 36608K NUMA node0 CPU(s): 0,1 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm mpx avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz | | Vendor | :Intel | | Architecture | :Skylake | | Model | Family: 0x06, Model: 0x55, Stepping: 0x04, Type: 0x00 | | Cores | 2 physical cores, 2 logical cores (on executing CPU) | | | No Hyperthreading detected | | Clock Frequencies | Not supported by CPU | | Data Cache | Level 1:3 : (32, 1024, 36608) kbytes | | | 64 byte cache line size | | Address Size | 48 bits virtual, 44 bits physical | | SIMD | 512 bit = 64 byte max. SIMD vector size | | Time Stamp Counter | TSC is accessible via `rdtsc` | | | TSC increased at every clock cycle (non-invariant TSC) | | Perf. Monitoring | Performance Monitoring Counters (PMC) are not supported | | Hypervisor | Yes, Microsoft |
github-actions[bot] commented 4 years ago
Benchmark result # Judge result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmarks: - Target: 31 Jul 2020 - 09:34 - Baseline: 31 Jul 2020 - 09:36 * Package commits: - Target: 578f07 - Baseline: 643195 * Julia commits: - Target: 44fa15 - Baseline: 44fa15 * Julia command flags: - Target: None - Baseline: None * Environment variables: - Target: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` - Baseline: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|------------------------------|------------------------------| | `["SP", "1 iteration, global inhibit"]` | 0.85 (5%) :white_check_mark: | 0.99 (1%) | | `["SP", "1 iteration, local inhibit"]` | 0.01 (5%) :white_check_mark: | 0.00 (1%) :white_check_mark: | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ### Target ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 21849 s 0 s 1507 s 15560 s 0 s #2 2095 MHz 12528 s 0 s 1709 s 24416 s 0 s Memory: 6.764884948730469 GB (2730.28515625 MB free) Uptime: 405.0 sec Load Avg: 1.0048828125 0.857421875 0.43994140625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` ### Baseline ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 26061 s 0 s 1557 s 25676 s 0 s #2 2095 MHz 22623 s 0 s 1799 s 28598 s 0 s Memory: 6.764884948730469 GB (2736.9296875 MB free) Uptime: 549.0 sec Load Avg: 1.03271484375 0.93115234375 0.53271484375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Target result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 9:34 * Package commit: 578f07 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 708.806 μs (5%) | | 112.70 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 92.227 ms (5%) | | 615.27 KiB (1%) | 320 | | `["TM", "first 100 steps"]` | 508.123 ms (5%) | 30.096 ms | 586.89 MiB (1%) | 1470705 | | `["TM", "last 100 steps"]` | 469.131 ms (5%) | 27.115 ms | 509.32 MiB (1%) | 1223724 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 21849 s 0 s 1507 s 15560 s 0 s #2 2095 MHz 12528 s 0 s 1709 s 24416 s 0 s Memory: 6.764884948730469 GB (2730.28515625 MB free) Uptime: 405.0 sec Load Avg: 1.0048828125 0.857421875 0.43994140625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Baseline result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 9:36 * Package commit: 643195 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|-----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 829.317 μs (5%) | | 113.42 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 6.959 s (5%) | 281.484 ms | 741.28 MiB (1%) | 14301505 | | `["TM", "first 100 steps"]` | 519.145 ms (5%) | 38.099 ms | 586.82 MiB (1%) | 1471070 | | `["TM", "last 100 steps"]` | 482.708 ms (5%) | 25.269 ms | 509.58 MiB (1%) | 1223588 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 26061 s 0 s 1557 s 25676 s 0 s #2 2095 MHz 22623 s 0 s 1799 s 28598 s 0 s Memory: 6.764884948730469 GB (2736.9296875 MB free) Uptime: 549.0 sec Load Avg: 1.03271484375 0.93115234375 0.53271484375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Runtime information | Runtime Info | | |:--|:--| | BLAS #threads | 2 | | `BLAS.vendor()` | `openblas64` | | `Sys.CPU_THREADS` | 2 | `lscpu` output: Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 2 On-line CPU(s) list: 0,1 Thread(s) per core: 1 Core(s) per socket: 2 Socket(s): 1 NUMA node(s): 1 Vendor ID: GenuineIntel CPU family: 6 Model: 85 Model name: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz Stepping: 4 CPU MHz: 2095.093 BogoMIPS: 4190.18 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 1024K L3 cache: 36608K NUMA node0 CPU(s): 0,1 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm mpx avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz | | Vendor | :Intel | | Architecture | :Skylake | | Model | Family: 0x06, Model: 0x55, Stepping: 0x04, Type: 0x00 | | Cores | 2 physical cores, 2 logical cores (on executing CPU) | | | No Hyperthreading detected | | Clock Frequencies | Not supported by CPU | | Data Cache | Level 1:3 : (32, 1024, 36608) kbytes | | | 64 byte cache line size | | Address Size | 48 bits virtual, 44 bits physical | | SIMD | 512 bit = 64 byte max. SIMD vector size | | Time Stamp Counter | TSC is accessible via `rdtsc` | | | TSC increased at every clock cycle (non-invariant TSC) | | Perf. Monitoring | Performance Monitoring Counters (PMC) are not supported | | Hypervisor | Yes, Microsoft |
github-actions[bot] commented 4 years ago
Benchmark result # Judge result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmarks: - Target: 31 Jul 2020 - 11:33 - Baseline: 31 Jul 2020 - 11:34 * Package commits: - Target: 73541d - Baseline: 643195 * Julia commits: - Target: 44fa15 - Baseline: 44fa15 * Julia command flags: - Target: None - Baseline: None * Environment variables: - Target: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` - Baseline: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|------------------------------|------------------------------| | `["SP", "1 iteration, local inhibit"]` | 0.01 (5%) :white_check_mark: | 0.00 (1%) :white_check_mark: | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ### Target ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 16259 s 0 s 1276 s 17303 s 0 s #2 2394 MHz 14982 s 0 s 1606 s 18780 s 0 s Memory: 6.764884948730469 GB (2606.54296875 MB free) Uptime: 368.0 sec Load Avg: 1.0087890625 0.79150390625 0.38818359375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` ### Baseline ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 21011 s 0 s 1403 s 23500 s 0 s #2 2394 MHz 21124 s 0 s 1694 s 23622 s 0 s Memory: 6.764884948730469 GB (2588.06640625 MB free) Uptime: 479.0 sec Load Avg: 1.0 0.8603515625 0.46240234375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # Target result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 11:33 * Package commit: 73541d * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 898.802 μs (5%) | | 112.83 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 67.940 ms (5%) | | 615.27 KiB (1%) | 320 | | `["TM", "first 100 steps"]` | 485.448 ms (5%) | 28.418 ms | 586.73 MiB (1%) | 1470927 | | `["TM", "last 100 steps"]` | 434.579 ms (5%) | 27.749 ms | 509.19 MiB (1%) | 1223171 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 16259 s 0 s 1276 s 17303 s 0 s #2 2394 MHz 14982 s 0 s 1606 s 18780 s 0 s Memory: 6.764884948730469 GB (2606.54296875 MB free) Uptime: 368.0 sec Load Avg: 1.0087890625 0.79150390625 0.38818359375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # Baseline result # Benchmark Report for */home/runner/work/HierarchicalTemporalMemory.jl/HierarchicalTemporalMemory.jl* ## Job Properties * Time of benchmark: 31 Jul 2020 - 11:34 * Package commit: 643195 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 1` ## 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 | |-----------------------------------------|----------------:|-----------:|----------------:|------------:| | `["SP", "1 iteration, global inhibit"]` | 939.301 μs (5%) | | 113.42 KiB (1%) | 74 | | `["SP", "1 iteration, local inhibit"]` | 6.663 s (5%) | 263.889 ms | 741.17 MiB (1%) | 14302478 | | `["TM", "first 100 steps"]` | 506.956 ms (5%) | 36.821 ms | 586.72 MiB (1%) | 1470718 | | `["TM", "last 100 steps"]` | 449.840 ms (5%) | 33.975 ms | 509.44 MiB (1%) | 1223800 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["SP"]` - `["TM"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1032-azure #33~18.04.1-Ubuntu SMP Fri Jun 26 15:01:15 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 21011 s 0 s 1403 s 23500 s 0 s #2 2394 MHz 21124 s 0 s 1694 s 23622 s 0 s Memory: 6.764884948730469 GB (2588.06640625 MB free) Uptime: 479.0 sec Load Avg: 1.0 0.8603515625 0.46240234375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # Runtime information | Runtime Info | | |:--|:--| | BLAS #threads | 2 | | `BLAS.vendor()` | `openblas64` | | `Sys.CPU_THREADS` | 2 | `lscpu` output: Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 2 On-line CPU(s) list: 0,1 Thread(s) per core: 1 Core(s) per socket: 2 Socket(s): 1 NUMA node(s): 1 Vendor ID: GenuineIntel CPU family: 6 Model: 63 Model name: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz Stepping: 2 CPU MHz: 2394.458 BogoMIPS: 4788.91 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 256K L3 cache: 30720K NUMA node0 CPU(s): 0,1 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm invpcid_single pti fsgsbase bmi1 avx2 smep bmi2 erms invpcid xsaveopt md_clear | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz | | Vendor | :Intel | | Architecture | :Haswell | | Model | Family: 0x06, Model: 0x3f, Stepping: 0x02, Type: 0x00 | | Cores | 2 physical cores, 2 logical cores (on executing CPU) | | | No Hyperthreading detected | | Clock Frequencies | Not supported by CPU | | Data Cache | Level 1:3 : (32, 256, 30720) kbytes | | | 64 byte cache line size | | Address Size | 48 bits virtual, 44 bits physical | | SIMD | 256 bit = 32 byte max. SIMD vector size | | Time Stamp Counter | TSC is accessible via `rdtsc` | | | TSC increased at every clock cycle (non-invariant TSC) | | Perf. Monitoring | Performance Monitoring Counters (PMC) are not supported | | Hypervisor | Yes, Microsoft |