Benchmark
Benchmark run from 2026-04-14 14:21:42.451281Z UTC
## System
Benchmark suite executing on the following system:
| Operating System |
macOS |
| CPU Information |
Apple M4 Pro |
| Number of Available Cores |
12 |
| Available Memory |
24 GB |
| Elixir Version |
1.19.5 |
| Erlang Version |
28.4.1 |
## Configuration
Benchmark suite executing with the following configuration:
| :time |
5 s |
| :parallel |
1 |
| :warmup |
2 s |
## Statistics
__Input: dim_128__
Run Time
| Name |
IPS |
Average |
Devitation |
Median |
99th % |
| from_list fp32 |
773.92 K |
1.29 µs |
±350.47% |
1.17 µs |
2.71 µs |
| from_list fp64 |
770.21 K |
1.30 µs |
±272.09% |
1.21 µs |
2.54 µs |
| from_list fp16 |
435.21 K |
2.30 µs |
±254.67% |
2.17 µs |
4.50 µs |
| from_list int8 |
397.70 K |
2.51 µs |
±34.75% |
2.38 µs |
4.33 µs |
Run Time Comparison
| Name |
IPS |
Slower |
| from_list fp32 |
773.92 K |
|
| from_list fp64 |
770.21 K |
1.0x |
| from_list fp16 |
435.21 K |
1.78x |
| from_list int8 |
397.70 K |
1.95x |
Memory Usage
| Name |
Average |
Factor |
| from_list fp32 |
5.07 KB |
|
| from_list fp64 |
5.07 KB |
1.0x |
| from_list fp16 |
16.07 KB |
3.17x |
| from_list int8 |
7.07 KB |
1.39x |
__Input: dim_1536__
Run Time
| Name |
IPS |
Average |
Devitation |
Median |
99th % |
| from_list fp64 |
74.24 K |
13.47 µs |
±84.07% |
12.88 µs |
24.46 µs |
| from_list fp32 |
73.96 K |
13.52 µs |
±24.52% |
13.04 µs |
24.42 µs |
| from_list fp16 |
39.56 K |
25.28 µs |
±18.31% |
24.71 µs |
38.08 µs |
| from_list int8 |
32.01 K |
31.24 µs |
±11.42% |
30.21 µs |
44.29 µs |
Run Time Comparison
| Name |
IPS |
Slower |
| from_list fp64 |
74.24 K |
|
| from_list fp32 |
73.96 K |
1.0x |
| from_list fp16 |
39.56 K |
1.88x |
| from_list int8 |
32.01 K |
2.32x |
Memory Usage
| Name |
Average |
Factor |
| from_list fp64 |
60.07 KB |
|
| from_list fp32 |
60.07 KB |
1.0x |
| from_list fp16 |
192.07 KB |
3.2x |
| from_list int8 |
84.07 KB |
1.4x |
__Input: dim_768__
Run Time
| Name |
IPS |
Average |
Devitation |
Median |
99th % |
| from_list fp32 |
143.24 K |
6.98 µs |
±80.83% |
6.54 µs |
16.63 µs |
| from_list fp64 |
142.63 K |
7.01 µs |
±85.93% |
6.54 µs |
16.25 µs |
| from_list fp16 |
78.19 K |
12.79 µs |
±14.65% |
12.67 µs |
17.58 µs |
| from_list int8 |
65.62 K |
15.24 µs |
±16.00% |
14.96 µs |
20.63 µs |
Run Time Comparison
| Name |
IPS |
Slower |
| from_list fp32 |
143.24 K |
|
| from_list fp64 |
142.63 K |
1.0x |
| from_list fp16 |
78.19 K |
1.83x |
| from_list int8 |
65.62 K |
2.18x |
Memory Usage
| Name |
Average |
Factor |
| from_list fp32 |
30.07 KB |
|
| from_list fp64 |
30.07 KB |
1.0x |
| from_list fp16 |
96.07 KB |
3.19x |
| from_list int8 |
42.07 KB |
1.4x |