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Add: L2 comparisons
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@ashvardanian
ashvardanian committed Oct 17, 2024
1 parent 679a813 commit b79d45a
Showing 1 changed file with 26 additions and 0 deletions.
26 changes: 26 additions & 0 deletions scripts/bench.cxx
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Original file line number Diff line number Diff line change
Expand Up @@ -640,28 +640,34 @@ int main(int argc, char** argv) {
dense_<f16_k>("dot_f16_neon", simsimd_dot_f16_neon, simsimd_dot_f16_accurate);
dense_<f16_k>("cos_f16_neon", simsimd_cos_f16_neon, simsimd_cos_f16_accurate);
dense_<f16_k>("l2sq_f16_neon", simsimd_l2sq_f16_neon, simsimd_l2sq_f16_accurate);
dense_<f16_k>("l2_f16_neon", simsimd_l2_f16_neon, simsimd_l2_f16_accurate);
dense_<f16_k>("kl_f16_neon", simsimd_kl_f16_neon, simsimd_kl_f16_accurate);
dense_<f16_k>("js_f16_neon", simsimd_js_f16_neon, simsimd_js_f16_accurate);

dense_<bf16_k>("dot_bf16_neon", simsimd_dot_bf16_neon, simsimd_dot_bf16_accurate);
dense_<bf16_k>("cos_bf16_neon", simsimd_cos_bf16_neon, simsimd_cos_bf16_accurate);
dense_<bf16_k>("l2sq_bf16_neon", simsimd_l2sq_bf16_neon, simsimd_l2sq_bf16_accurate);
dense_<bf16_k>("l2_bf16_neon", simsimd_l2_bf16_neon, simsimd_l2_bf16_accurate);

dense_<f32_k>("dot_f32_neon", simsimd_dot_f32_neon, simsimd_dot_f32_accurate);
dense_<f32_k>("cos_f32_neon", simsimd_cos_f32_neon, simsimd_cos_f32_accurate);
dense_<f32_k>("l2sq_f32_neon", simsimd_l2sq_f32_neon, simsimd_l2sq_f32_accurate);
dense_<f32_k>("l2_f32_neon", simsimd_l2_f32_neon, simsimd_l2_f32_accurate);
dense_<f32_k>("kl_f32_neon", simsimd_kl_f32_neon, simsimd_kl_f32_accurate);
dense_<f32_k>("js_f32_neon", simsimd_js_f32_neon, simsimd_js_f32_accurate);

dense_<f64_k>("cos_f64_neon", simsimd_cos_f64_neon, simsimd_cos_f64_serial);
dense_<f64_k>("l2sq_f64_neon", simsimd_l2sq_f64_neon, simsimd_l2sq_f64_serial);
dense_<f64_k>("l2_f64_neon", simsimd_l2_f64_neon, simsimd_l2_f64_serial);

dense_<i8_k>("cos_i8_neon", simsimd_cos_i8_neon, simsimd_cos_i8_serial);
dense_<i8_k>("l2sq_i8_neon", simsimd_l2sq_i8_neon, simsimd_l2sq_i8_serial);
dense_<i8_k>("l2_i8_neon", simsimd_l2_i8_neon, simsimd_l2_i8_serial);
dense_<i8_k>("dot_i8_neon", simsimd_dot_i8_neon, simsimd_dot_i8_serial);

dense_<u8_k>("cos_u8_neon", simsimd_cos_u8_neon, simsimd_cos_u8_serial);
dense_<u8_k>("l2sq_u8_neon", simsimd_l2sq_u8_neon, simsimd_l2sq_u8_serial);
dense_<u8_k>("l2_u8_neon", simsimd_l2_u8_neon, simsimd_l2_u8_serial);
dense_<u8_k>("dot_u8_neon", simsimd_dot_u8_neon, simsimd_dot_u8_serial);

dense_<b8_k>("hamming_b8_neon", simsimd_hamming_b8_neon, simsimd_hamming_b8_serial);
Expand Down Expand Up @@ -689,17 +695,21 @@ int main(int argc, char** argv) {
dense_<f16_k>("dot_f16_sve", simsimd_dot_f16_sve, simsimd_dot_f16_accurate);
dense_<f16_k>("cos_f16_sve", simsimd_cos_f16_sve, simsimd_cos_f16_accurate);
dense_<f16_k>("l2sq_f16_sve", simsimd_l2sq_f16_sve, simsimd_l2sq_f16_accurate);
dense_<f16_k>("l2_f16_sve", simsimd_l2_f16_sve, simsimd_l2_f16_accurate);

dense_<bf16_k>("cos_bf16_sve", simsimd_cos_bf16_sve, simsimd_cos_bf16_accurate);
dense_<bf16_k>("l2sq_bf16_sve", simsimd_l2sq_bf16_sve, simsimd_l2sq_bf16_accurate);
dense_<bf16_k>("l2_bf16_sve", simsimd_l2_bf16_sve, simsimd_l2_bf16_accurate);

dense_<f32_k>("dot_f32_sve", simsimd_dot_f32_sve, simsimd_dot_f32_accurate);
dense_<f32_k>("cos_f32_sve", simsimd_cos_f32_sve, simsimd_cos_f32_accurate);
dense_<f32_k>("l2sq_f32_sve", simsimd_l2sq_f32_sve, simsimd_l2sq_f32_accurate);
dense_<f32_k>("l2_f32_sve", simsimd_l2_f32_sve, simsimd_l2_f32_accurate);

dense_<f64_k>("dot_f64_sve", simsimd_dot_f64_sve, simsimd_dot_f64_serial);
dense_<f64_k>("cos_f64_sve", simsimd_cos_f64_sve, simsimd_cos_f64_serial);
dense_<f64_k>("l2sq_f64_sve", simsimd_l2sq_f64_sve, simsimd_l2sq_f64_serial);
dense_<f64_k>("l2_f64_sve", simsimd_l2_f64_sve, simsimd_l2_f64_serial);

dense_<b8_k>("hamming_b8_sve", simsimd_hamming_b8_sve, simsimd_hamming_b8_serial);
dense_<b8_k>("jaccard_b8_sve", simsimd_jaccard_b8_sve, simsimd_jaccard_b8_serial);
Expand All @@ -721,19 +731,23 @@ int main(int argc, char** argv) {
dense_<f16_k>("dot_f16_haswell", simsimd_dot_f16_haswell, simsimd_dot_f16_accurate);
dense_<f16_k>("cos_f16_haswell", simsimd_cos_f16_haswell, simsimd_cos_f16_accurate);
dense_<f16_k>("l2sq_f16_haswell", simsimd_l2sq_f16_haswell, simsimd_l2sq_f16_accurate);
dense_<f16_k>("l2_f16_haswell", simsimd_l2_f16_haswell, simsimd_l2_f16_accurate);
dense_<f16_k>("kl_f16_haswell", simsimd_kl_f16_haswell, simsimd_kl_f16_accurate);
dense_<f16_k>("js_f16_haswell", simsimd_js_f16_haswell, simsimd_js_f16_accurate);

dense_<bf16_k>("dot_bf16_haswell", simsimd_dot_bf16_haswell, simsimd_dot_bf16_accurate);
dense_<bf16_k>("cos_bf16_haswell", simsimd_cos_bf16_haswell, simsimd_cos_bf16_accurate);
dense_<bf16_k>("l2sq_bf16_haswell", simsimd_l2sq_bf16_haswell, simsimd_l2sq_bf16_accurate);
dense_<bf16_k>("l2_bf16_haswell", simsimd_l2_bf16_haswell, simsimd_l2_bf16_accurate);

dense_<i8_k>("cos_i8_haswell", simsimd_cos_i8_haswell, simsimd_cos_i8_serial);
dense_<i8_k>("l2sq_i8_haswell", simsimd_l2sq_i8_haswell, simsimd_l2sq_i8_serial);
dense_<i8_k>("l2_i8_haswell", simsimd_l2_i8_haswell, simsimd_l2_i8_serial);
dense_<i8_k>("dot_i8_haswell", simsimd_dot_i8_haswell, simsimd_dot_i8_serial);

dense_<u8_k>("cos_u8_haswell", simsimd_cos_u8_haswell, simsimd_cos_u8_serial);
dense_<u8_k>("l2sq_u8_haswell", simsimd_l2sq_u8_haswell, simsimd_l2sq_u8_serial);
dense_<u8_k>("l2_u8_haswell", simsimd_l2_u8_haswell, simsimd_l2_u8_serial);
dense_<u8_k>("dot_u8_haswell", simsimd_dot_u8_haswell, simsimd_dot_u8_serial);

dense_<b8_k>("hamming_b8_haswell", simsimd_hamming_b8_haswell, simsimd_hamming_b8_serial);
Expand All @@ -755,6 +769,7 @@ int main(int argc, char** argv) {
dense_<bf16_k>("dot_bf16_genoa", simsimd_dot_bf16_genoa, simsimd_dot_bf16_accurate);
dense_<bf16_k>("cos_bf16_genoa", simsimd_cos_bf16_genoa, simsimd_cos_bf16_accurate);
dense_<bf16_k>("l2sq_bf16_genoa", simsimd_l2sq_bf16_genoa, simsimd_l2sq_bf16_accurate);
dense_<bf16_k>("l2_bf16_genoa", simsimd_l2_bf16_genoa, simsimd_l2_bf16_accurate);

dense_<bf16_k>("dot_bf16c_genoa", simsimd_dot_bf16c_genoa, simsimd_dot_bf16c_accurate);
dense_<bf16_k>("vdot_bf16c_genoa", simsimd_vdot_bf16c_genoa, simsimd_vdot_bf16c_accurate);
Expand All @@ -767,6 +782,7 @@ int main(int argc, char** argv) {
dense_<f16_k>("dot_f16_sapphire", simsimd_dot_f16_sapphire, simsimd_dot_f16_accurate);
dense_<f16_k>("cos_f16_sapphire", simsimd_cos_f16_sapphire, simsimd_cos_f16_accurate);
dense_<f16_k>("l2sq_f16_sapphire", simsimd_l2sq_f16_sapphire, simsimd_l2sq_f16_accurate);
dense_<f16_k>("l2_f16_sapphire", simsimd_l2_f16_sapphire, simsimd_l2_f16_accurate);
dense_<f16_k>("kl_f16_sapphire", simsimd_kl_f16_sapphire, simsimd_kl_f16_accurate);
dense_<f16_k>("js_f16_sapphire", simsimd_js_f16_sapphire, simsimd_js_f16_accurate);

Expand All @@ -777,15 +793,18 @@ int main(int argc, char** argv) {
#if SIMSIMD_TARGET_ICE
dense_<i8_k>("cos_i8_ice", simsimd_cos_i8_ice, simsimd_cos_i8_serial);
dense_<i8_k>("l2sq_i8_ice", simsimd_l2sq_i8_ice, simsimd_l2sq_i8_serial);
dense_<i8_k>("l2_i8_ice", simsimd_l2_i8_ice, simsimd_l2_i8_serial);
dense_<i8_k>("dot_i8_ice", simsimd_dot_i8_ice, simsimd_dot_i8_serial);

dense_<u8_k>("cos_u8_ice", simsimd_cos_u8_ice, simsimd_cos_u8_serial);
dense_<u8_k>("l2sq_u8_ice", simsimd_l2sq_u8_ice, simsimd_l2sq_u8_serial);
dense_<u8_k>("l2_u8_ice", simsimd_l2_u8_ice, simsimd_l2_u8_serial);
dense_<u8_k>("dot_u8_ice", simsimd_dot_u8_ice, simsimd_dot_u8_serial);

dense_<f64_k>("dot_f64_skylake", simsimd_dot_f64_skylake, simsimd_dot_f64_serial);
dense_<f64_k>("cos_f64_skylake", simsimd_cos_f64_skylake, simsimd_cos_f64_serial);
dense_<f64_k>("l2sq_f64_skylake", simsimd_l2sq_f64_skylake, simsimd_l2sq_f64_serial);
dense_<f64_k>("l2_f64_skylake", simsimd_l2_f64_skylake, simsimd_l2_f64_serial);

dense_<b8_k>("hamming_b8_ice", simsimd_hamming_b8_ice, simsimd_hamming_b8_serial);
dense_<b8_k>("jaccard_b8_ice", simsimd_jaccard_b8_ice, simsimd_jaccard_b8_serial);
Expand All @@ -798,6 +817,7 @@ int main(int argc, char** argv) {
dense_<f32_k>("dot_f32_skylake", simsimd_dot_f32_skylake, simsimd_dot_f32_accurate);
dense_<f32_k>("cos_f32_skylake", simsimd_cos_f32_skylake, simsimd_cos_f32_accurate);
dense_<f32_k>("l2sq_f32_skylake", simsimd_l2sq_f32_skylake, simsimd_l2sq_f32_accurate);
dense_<f32_k>("l2_f32_skylake", simsimd_l2_f32_skylake, simsimd_l2_f32_accurate);
dense_<f32_k>("kl_f32_skylake", simsimd_kl_f32_skylake, simsimd_kl_f32_accurate);
dense_<f32_k>("js_f32_skylake", simsimd_js_f32_skylake, simsimd_js_f32_accurate);

Expand All @@ -824,31 +844,37 @@ int main(int argc, char** argv) {
dense_<bf16_k>("dot_bf16_serial", simsimd_dot_bf16_serial, simsimd_dot_bf16_accurate);
dense_<bf16_k>("cos_bf16_serial", simsimd_cos_bf16_serial, simsimd_cos_bf16_accurate);
dense_<bf16_k>("l2sq_bf16_serial", simsimd_l2sq_bf16_serial, simsimd_l2sq_bf16_accurate);
dense_<bf16_k>("l2_bf16_serial", simsimd_l2_bf16_serial, simsimd_l2_bf16_accurate);
dense_<bf16_k>("kl_bf16_serial", simsimd_kl_bf16_serial, simsimd_kl_bf16_accurate);
dense_<bf16_k>("js_bf16_serial", simsimd_js_bf16_serial, simsimd_js_bf16_accurate);

dense_<f16_k>("dot_f16_serial", simsimd_dot_f16_serial, simsimd_dot_f16_accurate);
dense_<f16_k>("cos_f16_serial", simsimd_cos_f16_serial, simsimd_cos_f16_accurate);
dense_<f16_k>("l2sq_f16_serial", simsimd_l2sq_f16_serial, simsimd_l2sq_f16_accurate);
dense_<f16_k>("l2_f16_serial", simsimd_l2_f16_serial, simsimd_l2_f16_accurate);
dense_<f16_k>("kl_f16_serial", simsimd_kl_f16_serial, simsimd_kl_f16_accurate);
dense_<f16_k>("js_f16_serial", simsimd_js_f16_serial, simsimd_js_f16_accurate);

dense_<f32_k>("dot_f32_serial", simsimd_dot_f32_serial, simsimd_dot_f32_accurate);
dense_<f32_k>("cos_f32_serial", simsimd_cos_f32_serial, simsimd_cos_f32_accurate);
dense_<f32_k>("l2sq_f32_serial", simsimd_l2sq_f32_serial, simsimd_l2sq_f32_accurate);
dense_<f32_k>("l2_f32_serial", simsimd_l2_f32_serial, simsimd_l2_f32_accurate);
dense_<f32_k>("kl_f32_serial", simsimd_kl_f32_serial, simsimd_kl_f32_accurate);
dense_<f32_k>("js_f32_serial", simsimd_js_f32_serial, simsimd_js_f32_accurate);

dense_<f64_k>("dot_f64_serial", simsimd_dot_f64_serial, simsimd_dot_f64_serial);
dense_<f64_k>("cos_f64_serial", simsimd_cos_f64_serial, simsimd_cos_f64_serial);
dense_<f64_k>("l2sq_f64_serial", simsimd_l2sq_f64_serial, simsimd_l2sq_f64_serial);
dense_<f64_k>("l2_f64_serial", simsimd_l2_f64_serial, simsimd_l2_f64_serial);

dense_<i8_k>("cos_i8_serial", simsimd_cos_i8_serial, simsimd_cos_i8_serial);
dense_<i8_k>("l2sq_i8_serial", simsimd_l2sq_i8_serial, simsimd_l2sq_i8_serial);
dense_<i8_k>("l2_i8_serial", simsimd_l2_i8_serial, simsimd_l2_i8_serial);
dense_<i8_k>("dot_i8_serial", simsimd_dot_i8_serial, simsimd_dot_i8_serial);

dense_<u8_k>("cos_u8_serial", simsimd_cos_u8_serial, simsimd_cos_u8_serial);
dense_<u8_k>("l2sq_u8_serial", simsimd_l2sq_u8_serial, simsimd_l2sq_u8_serial);
dense_<u8_k>("l2_u8_serial", simsimd_l2_u8_serial, simsimd_l2_u8_serial);
dense_<u8_k>("dot_u8_serial", simsimd_dot_u8_serial, simsimd_dot_u8_serial);

dense_<f64c_k>("dot_f64c_serial", simsimd_dot_f64c_serial, simsimd_dot_f64c_serial);
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