Pippenger multiexp

Based on sarang's python code

5 files changed, 284 insertions, 4 deletions

diff --git a/src/ringct/bulletproofs.cc b/src/ringct/bulletproofs.cc
index 884c99537..83005eaa4 100644
--- a/src/ringct/bulletproofs.cc
+++ b/src/ringct/bulletproofs.cc
@@ -72,10 +72,10 @@ static boost::mutex init_mutex;
 static inline rct::key multiexp(const std::vector<MultiexpData> &data, bool HiGi)
 {
   static const size_t STEP = getenv("STRAUS_STEP") ? atoi(getenv("STRAUS_STEP")) : 0;
-  if (HiGi || data.size() < 1000)
-    return straus(data, HiGi ? HiGi_cache: NULL, STEP);
+  if (HiGi)
+    return data.size() <= 256 ? straus(data, HiGi_cache, STEP) : pippenger(data, get_pippenger_c(data.size()));
   else
-    return bos_coster_heap_conv_robust(data);
+    return data.size() <= 64 ? straus(data, NULL, STEP) : pippenger(data, get_pippenger_c(data.size()));
 }
 
 //addKeys3acc_p3
diff --git a/src/ringct/multiexp.cc b/src/ringct/multiexp.cc
index 52c6feb71..fd2d1cbd7 100644
--- a/src/ringct/multiexp.cc
+++ b/src/ringct/multiexp.cc
@@ -55,6 +55,30 @@ extern "C"
 //   1     0     52.7     67        67.1
 //   1     1     52.8     70.4      70.2
 
+// Pippenger:
+// 	1	2	3	4	5	6	7	8	9	bestN
+// 2	555	598	621	804	1038	1733	2486	5020	8304	1
+// 4	783	747	800	1006	1428	2132	3285	5185	9806	2
+// 8	1174	1071	1095	1286	1640	2398	3869	6378	12080	2
+// 16	2279	1874	1745	1739	2144	2831	4209	6964	12007	4
+// 32	3910	3706	2588	2477	2782	3467	4856	7489	12618	4
+// 64	7184	5429	4710	4368	4010	4672	6027	8559	13684	5
+// 128	14097	10574	8452	7297	6841	6718	8615	10580	15641	6
+// 256	27715	20800	16000	13550	11875	11400	11505	14090	18460	6
+// 512	55100	41250	31740	26570	22030	19830	20760	21380	25215	6
+// 1024	111520	79000	61080	49720	43080	38320	37600	35040	36750	8
+// 2048	219480	162680	122120	102080	83760	70360	66600	63920	66160	8
+// 4096	453320	323080	247240	210200	180040	150240	132440	114920	110560	9
+
+// 			2	4	8	16	32	64	128	256	512	1024	2048	4096
+// Bos Coster		858	994	1316	1949	3183	5512	9865	17830	33485	63160	124280	246320
+// Straus		226	341	548	980	1870	3538	7039	14490	29020	57200	118640	233640
+// Straus/cached	226	315	485	785	1514	2858	5753	11065	22970	45120	98880	194840
+// Pippenger		555	747	1071	1739	2477	4010	6718	11400	19830	35040	63920	110560
+
+// Best/cached		Straus	Straus	Straus	Straus	Straus	Straus	Straus	Straus	Pip	Pip	Pip	Pip
+// Best/uncached	Straus	Straus	Straus	Straus	Straus	Straus	Pip	Pip	Pip	Pip	Pip	Pip
+
 namespace rct
 {
 
@@ -91,6 +115,26 @@ static inline rct::key pow2(size_t n)
   return res;
 }
 
+static inline int test(const rct::key &k, size_t n)
+{
+  if (n >= 256) return 0;
+  return k[n >> 3] & (1 << (n & 7));
+}
+
+static inline void add(ge_p3 &p3, const ge_cached &other)
+{
+  ge_p1p1 p1;
+  ge_add(&p1, &p3, &other);
+  ge_p1p1_to_p3(&p3, &p1);
+}
+
+static inline void add(ge_p3 &p3, const ge_p3 &other)
+{
+  ge_cached cached;
+  ge_p3_to_cached(&cached, &other);
+  add(p3, cached);
+}
+
 rct::key bos_coster_heap_conv(std::vector<MultiexpData> data)
 {
   MULTIEXP_PERF(PERF_TIMER_START_UNIT(bos_coster, 1000000));
@@ -487,4 +531,93 @@ skipfirst:
   return res;
 }
 
+size_t get_pippenger_c(size_t N)
+{
+// 2:1, 4:2, 8:2, 16:3, 32:4, 64:4, 128:5, 256:6, 512:7, 1024:7, 2048:8, 4096:9
+  if (N <= 2) return 1;
+  if (N <= 8) return 2;
+  if (N <= 16) return 3;
+  if (N <= 64) return 4;
+  if (N <= 128) return 5;
+  if (N <= 256) return 6;
+  if (N <= 1024) return 7;
+  if (N <= 2048) return 8;
+  return 9;
+}
+
+rct::key pippenger(const std::vector<MultiexpData> &data, size_t c)
+{
+  CHECK_AND_ASSERT_THROW_MES(c <= 9, "c is too large");
+
+  ge_p3 result = ge_p3_identity;
+  std::unique_ptr<ge_p3[]> buckets{new ge_p3[1<<c]};
+  std::unique_ptr<ge_cached[]> cached_points{new ge_cached[data.size()]};
+
+  for (size_t i = 0; i < data.size(); ++i)
+  {
+    ge_p3_to_cached(&cached_points[i], &data[i].point);
+  }
+
+  rct::key maxscalar = rct::zero();
+  for (size_t i = 0; i < data.size(); ++i)
+    if (maxscalar < data[i].scalar)
+      maxscalar = data[i].scalar;
+  size_t groups = 0;
+  while (groups < 256 && pow2(groups) < maxscalar)
+    ++groups;
+  groups = (groups + c - 1) / c;
+
+  for (size_t k = groups; k-- > 0; )
+  {
+    if (memcmp(&result, &ge_p3_identity, sizeof(ge_p3)))
+    {
+      ge_p2 p2;
+      ge_p3_to_p2(&p2, &result);
+      for (size_t i = 0; i < c; ++i)
+      {
+        ge_p1p1 p1;
+        ge_p2_dbl(&p1, &p2);
+        if (i == c - 1)
+          ge_p1p1_to_p3(&result, &p1);
+        else
+          ge_p1p1_to_p2(&p2, &p1);
+      }
+    }
+    for (size_t i = 0; i < (1u<<c); ++i)
+      buckets[i] = ge_p3_identity;
+
+    // partition scalars into buckets
+    for (size_t i = 0; i < data.size(); ++i)
+    {
+      unsigned int bucket = 0;
+      for (size_t j = 0; j < c; ++j)
+        if (test(data[i].scalar, k*c+j))
+          bucket |= 1<<j;
+      if (bucket == 0)
+        continue;
+      CHECK_AND_ASSERT_THROW_MES(bucket < (1u<<c), "bucket overflow");
+      if (memcmp(&buckets[bucket], &ge_p3_identity, sizeof(ge_p3)))
+      {
+        add(buckets[bucket], cached_points[i]);
+      }
+      else
+        buckets[bucket] = data[i].point;
+    }
+
+    // sum the buckets
+    ge_p3 pail = ge_p3_identity;
+    for (size_t i = (1<<c)-1; i > 0; --i)
+    {
+      if (memcmp(&buckets[i], &ge_p3_identity, sizeof(ge_p3)))
+        add(pail, buckets[i]);
+      if (memcmp(&pail, &ge_p3_identity, sizeof(ge_p3)))
+        add(result, pail);
+    }
+  }
+
+  rct::key res;
+  ge_p3_tobytes(res.bytes, &result);
+  return res;
+}
+
 }
diff --git a/src/ringct/multiexp.h b/src/ringct/multiexp.h
index c08c70858..2ed8db279 100644
--- a/src/ringct/multiexp.h
+++ b/src/ringct/multiexp.h
@@ -60,6 +60,8 @@ rct::key bos_coster_heap_conv_robust(std::vector<MultiexpData> data);
 std::shared_ptr<straus_cached_data> straus_init_cache(const std::vector<MultiexpData> &data);
 size_t straus_get_cache_size(const std::shared_ptr<straus_cached_data> &cache);
 rct::key straus(const std::vector<MultiexpData> &data, const std::shared_ptr<straus_cached_data> &cache = NULL, size_t STEP = 0);
+size_t get_pippenger_c(size_t N);
+rct::key pippenger(const std::vector<MultiexpData> &data, size_t c);
 
 }
 
diff --git a/tests/performance_tests/main.cpp b/tests/performance_tests/main.cpp
index 912376595..c3e1bb4e0 100644
--- a/tests/performance_tests/main.cpp
+++ b/tests/performance_tests/main.cpp
@@ -222,26 +222,168 @@ int main(int argc, char** argv)
   TEST_PERFORMANCE1(filter, verbose, test_crypto_ops, op_addKeys3_2);
 
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 2);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 4);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 8);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 16);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 32);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 64);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 128);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 256);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 512);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 1024);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 2048);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_bos_coster, 4096);
 
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 2);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 4);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 8);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 16);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 32);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 64);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 128);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 256);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 512);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 1024);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 2048);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus, 4096);
 
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 2);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 4);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 8);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 16);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 32);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 64);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 128);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 256);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 512);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 1024);
+  TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 2048);
   TEST_PERFORMANCE2(filter, verbose, test_multiexp, multiexp_straus_cached, 4096);
 
+#if 1
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 9);
+#else
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 8, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 16, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 32, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 64, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 128, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 256, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 512, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 1024, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 2048, 9);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 1);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 2);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 3);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 4);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 5);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 6);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 7);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 8);
+  TEST_PERFORMANCE3(filter, verbose, test_multiexp, multiexp_pippenger, 4096, 9);
+#endif
+
   std::cout << "Tests finished. Elapsed time: " << timer.elapsed_ms() / 1000 << " sec" << std::endl;
 
   return 0;
diff --git a/tests/performance_tests/multiexp.h b/tests/performance_tests/multiexp.h
index ab5af166b..294e74116 100644
--- a/tests/performance_tests/multiexp.h
+++ b/tests/performance_tests/multiexp.h
@@ -39,9 +39,10 @@ enum test_multiexp_algorithm
   multiexp_bos_coster,
   multiexp_straus,
   multiexp_straus_cached,
+  multiexp_pippenger,
 };
 
-template<test_multiexp_algorithm algorithm, size_t npoints>
+template<test_multiexp_algorithm algorithm, size_t npoints, size_t c=0>
 class test_multiexp
 {
 public:
@@ -74,6 +75,8 @@ public:
         return res == straus(data);
       case multiexp_straus_cached:
         return res == straus(data, cache);
+      case multiexp_pippenger:
+        return res == pippenger(data, c);
       default:
         return false;
     }