Method | N = 1 | N = 2 | N = 4 | N = 8 | N = 16 | N = 32 | N = 64 | N = 128 | N = 256 | N = 512 | N = 1024 | N = 2048 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
k_torch_gpu | 0.000072956 | 0.000113964 | 0.000185013 | 0.000362158 | 0.000622988 | 0.001224041 | 0.002696037 | 0.004850149 | 0.009469986 | 0.035413027 | 0.242728949 | 1.889190912 |
k_tf_gpu | 0.000643015 | 0.000817060 | 0.000756979 | 0.000926971 | 0.001060009 | 0.002470016 | 0.002572060 | 0.004024029 | 0.008621931 | 0.039995909 | 0.251790047 | 1.896428108 |
for_c | 0.000000113 | 0.000000167 | 0.000000217 | 0.000000861 | 0.000004889 | 0.000035312 | 0.000230443 | 0.001611961 | 0.012511251 | 0.099369949 | 0.753857444 | 7.459837317 |
k_tf | 0.000280857 | 0.000349045 | 0.000442982 | 0.000526905 | 0.000730991 | 0.001588821 | 0.005894899 | 0.014322042 | 0.057121992 | 0.350581884 | 1.829533100 | N/A |
k_numpy | 0.000006914 | 0.000011921 | 0.000021935 | 0.000036001 | 0.000084877 | 0.000257969 | 0.001464844 | 0.008228064 | 0.049238920 | 0.366661072 | 3.682672977 | N/A |
for_java | 0.000001093 | 0.000001717 | 0.000009855 | 0.000084246 | 0.000318320 | 0.002018801 | 0.002554220 | 0.009146232 | 0.069185611 | 0.494508200 | 3.779792773 | N/A |
k_torch | 0.000030994 | 0.000026941 | 0.000050068 | 0.000090837 | 0.000199080 | 0.000466108 | 0.001630068 | 0.008022070 | 0.081236839 | 0.663809061 | 4.677886009 | N/A |
for_go | 0.000000347 | 0.000000490 | 0.000001089 | 0.000003800 | 0.000030790 | 0.000244552 | 0.001886645 | 0.013611769 | 0.141340720 | 0.867058905 | 7.085346021 | N/A |
for_python | 0.000002861 | 0.000006199 | 0.000025034 | 0.000159979 | 0.001207113 | 0.009351969 | 0.075846910 | 0.586315155 | 4.611817837 | N/A | N/A | N/A |