[Dummy] Slow down `relu` intentionally for testing benchmarking tools
PR Checklist
- [ ] Tests are added
- [ ] Documentation, if applicable
Description
DO NOT MERGE THIS PR!
Judge result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmarks:
- Target: 17 Aug 2023 - 10:10
- Baseline: 17 Aug 2023 - 10:09
- Package commits:
- Target: non gi
- Baseline: non gi
- Julia commits:
- Target: e4ee48
- Baseline: e4ee48
- Julia command flags:
- Target: None
- Baseline: None
- Environment variables:
- Target:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_NUM_THREADS => 1 - Baseline:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_NUM_THREADS => 1
- Target:
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 |
|---|---|---|
["flux", "mlp", "Float32"] |
8521.93 (5%) ❌ | 47694.91 (1%) ❌ |
["flux", "mlp", "Float64"] |
8678.99 (5%) ❌ | 4810.83 (1%) ❌ |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Target
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1041-azure #48-Ubuntu SMP Tue Jun 20 20:34:08 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz:
speed user nice sys idle irq
#1 2294 MHz 1653 s 0 s 205 s 1400 s 0 s
#2 2294 MHz 1209 s 0 s 217 s 1782 s 0 s
Memory: 6.7694854736328125 GB (5271.421875 MB free)
Uptime: 333.48 sec
Load Avg: 1.11 0.96 0.48
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, broadwell)
Threads: 1 on 2 virtual cores
Baseline
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1041-azure #48-Ubuntu SMP Tue Jun 20 20:34:08 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz:
speed user nice sys idle irq
#1 2294 MHz 1362 s 0 s 166 s 999 s 0 s
#2 2294 MHz 818 s 0 s 189 s 1469 s 0 s
Memory: 6.7694854736328125 GB (5345.0859375 MB free)
Uptime: 260.03 sec
Load Avg: 1.2 0.92 0.43
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, broadwell)
Threads: 1 on 2 virtual cores
Target result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmark: 17 Aug 2023 - 10:10
- Package commit: non gi
- Julia commit: e4ee48
- Julia command flags: None
- Environment variables:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_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 |
|---|---|---|---|---|
["flux", "mlp", "Float16"] |
180.400 μs (5%) | 23.30 KiB (1%) | 8 | |
["flux", "mlp", "Float32"] |
1.659 s (5%) | 59.325 ms | 151.38 MiB (1%) | 2295259 |
["flux", "mlp", "Float64"] |
1.698 s (5%) | 18.066 ms | 109.45 MiB (1%) | 1612440 |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1041-azure #48-Ubuntu SMP Tue Jun 20 20:34:08 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz:
speed user nice sys idle irq
#1 2294 MHz 1653 s 0 s 205 s 1400 s 0 s
#2 2294 MHz 1209 s 0 s 217 s 1782 s 0 s
Memory: 6.7694854736328125 GB (5271.421875 MB free)
Uptime: 333.48 sec
Load Avg: 1.11 0.96 0.48
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, broadwell)
Threads: 1 on 2 virtual cores
Baseline result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmark: 17 Aug 2023 - 10:9
- Package commit: non gi
- Julia commit: e4ee48
- Julia command flags: None
- Environment variables:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_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 |
|---|---|---|---|---|
["flux", "mlp", "Float16"] |
175.300 μs (5%) | 23.30 KiB (1%) | 8 | |
["flux", "mlp", "Float32"] |
194.700 μs (5%) | 3.25 KiB (1%) | 6 | |
["flux", "mlp", "Float64"] |
195.600 μs (5%) | 23.30 KiB (1%) | 8 |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1041-azure #48-Ubuntu SMP Tue Jun 20 20:34:08 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz:
speed user nice sys idle irq
#1 2294 MHz 1362 s 0 s 166 s 999 s 0 s
#2 2294 MHz 818 s 0 s 189 s 1469 s 0 s
Memory: 6.7694854736328125 GB (5345.0859375 MB free)
Uptime: 260.03 sec
Load Avg: 1.2 0.92 0.43
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, broadwell)
Threads: 1 on 2 virtual cores
Runtime information
| Runtime Info | |
|---|---|
| BLAS #threads | 1 |
BLAS.vendor() |
lbt |
Sys.CPU_THREADS |
2 |
lscpu output:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 46 bits physical, 48 bits virtual
Byte Order: Little Endian
CPU(s): 2
On-line CPU(s) list: 0,1
Vendor ID: GenuineIntel
Model name: Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz
CPU family: 6
Model: 85
Thread(s) per core: 1
Core(s) per socket: 2
Socket(s): 1
Stepping: 7
BogoMIPS: 5187.80
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 avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves md_clear
Hypervisor vendor: Microsoft
Virtualization type: full
L1d cache: 64 KiB (2 instances)
L1i cache: 64 KiB (2 instances)
L2 cache: 2 MiB (2 instances)
L3 cache: 35.8 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0,1
Vulnerability Itlb multihit: KVM: Mitigation: VMX unsupported
Vulnerability L1tf: Mitigation; PTE Inversion
Vulnerability Mds: Mitigation; Clear CPU buffers; SMT Host state unknown
Vulnerability Meltdown: Mitigation; PTI
Vulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Vulnerability Retbleed: Vulnerable
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: Mitigation; Clear CPU buffers; SMT Host state unknown
| Cpu Property | Value |
|---|---|
| Brand | Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz |
| Vendor | :Intel |
| Architecture | :Skylake |
| Model | Family: 0x06, Model: 0x55, Stepping: 0x07, Type: 0x00 |
| Cores | 2 physical cores, 2 logical cores (on executing CPU) |
| No Hyperthreading hardware capability 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, 46 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 |
Judge result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmarks:
- Target: 17 Aug 2023 - 10:22
- Baseline: 17 Aug 2023 - 10:21
- Package commits:
- Target: non gi
- Baseline: non gi
- Julia commits:
- Target: e4ee48
- Baseline: e4ee48
- Julia command flags:
- Target: None
- Baseline: None
- Environment variables:
- Target:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_NUM_THREADS => 1 - Baseline:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_NUM_THREADS => 1
- Target:
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 |
|---|---|---|
["flux", "mlp", "Float32"] |
1.18 (5%) ❌ | 1.00 (1%) |
["flux", "mlp", "Float64"] |
4.21 (5%) ❌ | 1.00 (1%) |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Target
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1042-azure #49-Ubuntu SMP Tue Jul 11 17:28:46 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz:
speed user nice sys idle irq
#1 2095 MHz 1190 s 0 s 185 s 2054 s 0 s
#2 2095 MHz 1338 s 0 s 187 s 1857 s 0 s
Memory: 6.7694854736328125 GB (5382.19140625 MB free)
Uptime: 350.71 sec
Load Avg: 1.0 0.72 0.34
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
Threads: 1 on 2 virtual cores
Baseline
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1042-azure #49-Ubuntu SMP Tue Jul 11 17:28:46 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz:
speed user nice sys idle irq
#1 2095 MHz 848 s 0 s 153 s 1786 s 0 s
#2 2095 MHz 1082 s 0 s 159 s 1499 s 0 s
Memory: 6.7694854736328125 GB (5406.60546875 MB free)
Uptime: 286.32 sec
Load Avg: 1.02 0.66 0.29
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
Threads: 1 on 2 virtual cores
Target result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmark: 17 Aug 2023 - 10:22
- Package commit: non gi
- Julia commit: e4ee48
- Julia command flags: None
- Environment variables:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_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 |
|---|---|---|---|---|
["flux", "mlp", "Float16"] |
45.202 μs (5%) | 23.30 KiB (1%) | 8 | |
["flux", "mlp", "Float32"] |
46.902 μs (5%) | 3.25 KiB (1%) | 6 | |
["flux", "mlp", "Float64"] |
221.310 μs (5%) | 23.30 KiB (1%) | 8 |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1042-azure #49-Ubuntu SMP Tue Jul 11 17:28:46 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz:
speed user nice sys idle irq
#1 2095 MHz 1190 s 0 s 185 s 2054 s 0 s
#2 2095 MHz 1338 s 0 s 187 s 1857 s 0 s
Memory: 6.7694854736328125 GB (5382.19140625 MB free)
Uptime: 350.71 sec
Load Avg: 1.0 0.72 0.34
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
Threads: 1 on 2 virtual cores
Baseline result
Benchmark Report for /home/runner/work/FluxMLBenchmarks.jl/FluxMLBenchmarks.jl/benchmark/script/..
Job Properties
- Time of benchmark: 17 Aug 2023 - 10:21
- Package commit: non gi
- Julia commit: e4ee48
- Julia command flags: None
- Environment variables:
FLUXML_BENCHMARK_FLUX_MLP => trueFLUXML_BENCHMARK_FLUX => trueJULIA_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 |
|---|---|---|---|---|
["flux", "mlp", "Float16"] |
47.098 μs (5%) | 23.30 KiB (1%) | 8 | |
["flux", "mlp", "Float32"] |
39.902 μs (5%) | 3.25 KiB (1%) | 6 | |
["flux", "mlp", "Float64"] |
52.602 μs (5%) | 23.30 KiB (1%) | 8 |
Benchmark Group List
Here's a list of all the benchmark groups executed by this job:
-
["flux", "mlp"]
Julia versioninfo
Julia Version 1.9.2
Commit e4ee485e909 (2023-07-05 09:39 UTC)
Platform Info:
OS: Linux (x86_64-linux-gnu)
Ubuntu 22.04.3 LTS
uname: Linux 5.15.0-1042-azure #49-Ubuntu SMP Tue Jul 11 17:28:46 UTC 2023 x86_64 x86_64
CPU: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz:
speed user nice sys idle irq
#1 2095 MHz 848 s 0 s 153 s 1786 s 0 s
#2 2095 MHz 1082 s 0 s 159 s 1499 s 0 s
Memory: 6.7694854736328125 GB (5406.60546875 MB free)
Uptime: 286.32 sec
Load Avg: 1.02 0.66 0.29
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-14.0.6 (ORCJIT, skylake-avx512)
Threads: 1 on 2 virtual cores
Runtime information
| Runtime Info | |
|---|---|
| BLAS #threads | 1 |
BLAS.vendor() |
lbt |
Sys.CPU_THREADS |
2 |
lscpu output:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 46 bits physical, 48 bits virtual
Byte Order: Little Endian
CPU(s): 2
On-line CPU(s) list: 0,1
Vendor ID: GenuineIntel
Model name: Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz
CPU family: 6
Model: 106
Thread(s) per core: 1
Core(s) per socket: 2
Socket(s): 1
Stepping: 6
BogoMIPS: 5587.25
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 avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves md_clear
Hypervisor vendor: Microsoft
Virtualization type: full
L1d cache: 96 KiB (2 instances)
L1i cache: 64 KiB (2 instances)
L2 cache: 2.5 MiB (2 instances)
L3 cache: 48 MiB (1 instance)
NUMA node(s): 1
NUMA node0 CPU(s): 0,1
Vulnerability Itlb multihit: KVM: Mitigation: VMX unsupported
Vulnerability L1tf: Mitigation; PTE Inversion
Vulnerability Mds: Mitigation; Clear CPU buffers; SMT Host state unknown
Vulnerability Meltdown: Mitigation; PTI
Vulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Vulnerability Retbleed: Not affected
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: Mitigation; Clear CPU buffers; SMT Host state unknown
| Cpu Property | Value |
|---|---|
| Brand | Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz |
| Vendor | :Intel |
| Architecture | :UnknownIntel |
| Model | Family: 0x06, Model: 0x6a, Stepping: 0x06, Type: 0x00 |
| Cores | 2 physical cores, 2 logical cores (on executing CPU) |
| No Hyperthreading hardware capability detected | |
| Clock Frequencies | Not supported by CPU |
| Data Cache | Level 1:3 : (48, 1280, 49152) kbytes |
| 64 byte cache line size | |
| Address Size | 48 bits virtual, 46 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 |