/* * Fast exp(x) computation (with SSE2 optimizations). * * Copyright (c) 2010, Naoaki Okazaki * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * Neither the names of the authors nor the names of its contributors * may be used to endorse or promote products derived from this * software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER * OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF * LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ /* To compile this code using gcc: gcc -o fastexp -O3 -fomit-frame-pointer -msse2 -mfpmath=sse -ffast-math -lm fastexp.c To compile this code using Microsoft Visual C++ 2008 (or later): Simply create a console project, and add this file to the project. */ #include // #include #include #include #include #include /* Useful macro definitions for memory alignment: http://homepage1.nifty.com/herumi/prog/gcc-and-vc.html#MIE_ALIGN */ #ifdef _MSC_VER #define MIE_ALIGN(x) __declspec(align(x)) #else #define MIE_ALIGN(x) __attribute__((aligned(x))) #endif #ifdef _MSC_VER #include #else #include static inline void *_aligned_malloc(size_t size, size_t alignment) { void *p; int ret = posix_memalign(&p, alignment, size); return (ret == 0) ? p : 0; } #endif #define CONST_128D(var, val) \ MIE_ALIGN(16) static const double var[2] = {(val), (val)} #define CONST_128I(var, v1, v2, v3, v4) \ MIE_ALIGN(16) static const int var[4] = {(v1), (v2), (v3), (v4)} typedef struct { const char *name; void (*func)(double *values, int n); double error_peak; double error_rms; clock_t elapsed_time; double *values; } performance_t; typedef union { double d; int i[2]; long long ll; unsigned short s[4]; } ieee754; static const double MAXLOG = 7.08396418532264106224E2; /* log 2**1022 */ static const double MINLOG = -7.08396418532264106224E2; /* log 2**-1022 */ static const double LOG2E = 1.4426950408889634073599; /* 1/log(2) */ static const double DINFINITE = 1.79769313486231570815E308; static const double C1 = 6.93145751953125E-1; static const double C2 = 1.42860682030941723212E-6; void remez5_0_log2_sse(double *values, int num) { int i; CONST_128D(one, 1.); CONST_128D(log2e, 1.4426950408889634073599); CONST_128D(maxlog, 7.09782712893383996843e2); // log(2**1024) CONST_128D(minlog, -7.08396418532264106224e2); // log(2**-1022) CONST_128D(c1, 6.93145751953125E-1); CONST_128D(c2, 1.42860682030941723212E-6); CONST_128D(w5, 1.185268231308989403584147407056378360798378534739e-2); CONST_128D(w4, 3.87412011356070379615759057344100690905653320886699e-2); CONST_128D(w3, 0.16775408658617866431779970932853611481292418818223); CONST_128D(w2, 0.49981934577169208735732248650232562589934399402426); CONST_128D(w1, 1.00001092396453942157124178508842412412025643386873); CONST_128D(w0, 0.99999989311082729779536722205742989232069120354073); const __m128i offset = _mm_setr_epi32(1023, 1023, 0, 0); for (i = 0;i< num;i += 4) { __m128i k1, k2; __m128d p1, p2; __m128d a1, a2; __m128d xmm0, xmm1; __m128d x1, x2; /* Load four double values. */ xmm0 = _mm_load_pd(maxlog); xmm1 = _mm_load_pd(minlog); x1 = _mm_load_pd(values+i); x2 = _mm_load_pd(values+i+2); x1 = _mm_min_pd(x1, xmm0); x2 = _mm_min_pd(x2, xmm0); x1 = _mm_max_pd(x1, xmm1); x2 = _mm_max_pd(x2, xmm1); /* a = x / log2; */ xmm0 = _mm_load_pd(log2e); xmm1 = _mm_setzero_pd(); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); /* k = (int)floor(a); p = (float)k; */ p1 = _mm_cmplt_pd(a1, xmm1); p2 = _mm_cmplt_pd(a2, xmm1); xmm0 = _mm_load_pd(one); p1 = _mm_and_pd(p1, xmm0); p2 = _mm_and_pd(p2, xmm0); a1 = _mm_sub_pd(a1, p1); a2 = _mm_sub_pd(a2, p2); k1 = _mm_cvttpd_epi32(a1); k2 = _mm_cvttpd_epi32(a2); p1 = _mm_cvtepi32_pd(k1); p2 = _mm_cvtepi32_pd(k2); /* x -= p * log2; */ xmm0 = _mm_load_pd(c1); xmm1 = _mm_load_pd(c2); a1 = _mm_mul_pd(p1, xmm0); a2 = _mm_mul_pd(p2, xmm0); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); a1 = _mm_mul_pd(p1, xmm1); a2 = _mm_mul_pd(p2, xmm1); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); /* Compute e^x using a polynomial approximation. */ xmm0 = _mm_load_pd(w5); xmm1 = _mm_load_pd(w4); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w3); xmm1 = _mm_load_pd(w2); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w1); xmm1 = _mm_load_pd(w0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); /* p = 2^k; */ k1 = _mm_add_epi32(k1, offset); k2 = _mm_add_epi32(k2, offset); k1 = _mm_slli_epi32(k1, 20); k2 = _mm_slli_epi32(k2, 20); k1 = _mm_shuffle_epi32(k1, _MM_SHUFFLE(1,3,0,2)); k2 = _mm_shuffle_epi32(k2, _MM_SHUFFLE(1,3,0,2)); p1 = _mm_castsi128_pd(k1); p2 = _mm_castsi128_pd(k2); /* a *= 2^k. */ a1 = _mm_mul_pd(a1, p1); a2 = _mm_mul_pd(a2, p2); /* Store the results. */ _mm_store_pd(values+i, a1); _mm_store_pd(values+i+2, a2); } } void remez7_0_log2_sse(double *values, int num) { int i; CONST_128D(one, 1.); CONST_128D(log2e, 1.4426950408889634073599); CONST_128D(maxlog, 7.09782712893383996843e2); // log(2**1024) CONST_128D(minlog, -7.08396418532264106224e2); // log(2**-1022) CONST_128D(c1, 6.93145751953125E-1); CONST_128D(c2, 1.42860682030941723212E-6); CONST_128D(w7, 2.8177033701883768252768416240498659720165776534637e-4); CONST_128D(w6, 1.2890480764261415880540047007217296074165060445915e-3); CONST_128D(w5, 8.3937617380265463210782576208636760245107957044397e-3); CONST_128D(w4, 4.16466393513638680290956986766301695821268933286258e-2); CONST_128D(w3, 0.16667025104576204064704670601843171167692234960251); CONST_128D(w2, 0.49999968588211828322575537372426392301459912262932); CONST_128D(w1, 1.00000001047169007093329328214028329840435313172085); CONST_128D(w0, 0.99999999994275232965232540108706952362552348759169); const __m128i offset = _mm_setr_epi32(1023, 1023, 0, 0); for (i = 0;i< num;i += 4) { __m128i k1, k2; __m128d p1, p2; __m128d a1, a2; __m128d xmm0, xmm1; __m128d x1, x2; /* Load four double values. */ xmm0 = _mm_load_pd(maxlog); xmm1 = _mm_load_pd(minlog); x1 = _mm_load_pd(values+i); x2 = _mm_load_pd(values+i+2); x1 = _mm_min_pd(x1, xmm0); x2 = _mm_min_pd(x2, xmm0); x1 = _mm_max_pd(x1, xmm1); x2 = _mm_max_pd(x2, xmm1); /* a = x / log2; */ xmm0 = _mm_load_pd(log2e); xmm1 = _mm_setzero_pd(); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); /* k = (int)floor(a); p = (float)k; */ p1 = _mm_cmplt_pd(a1, xmm1); p2 = _mm_cmplt_pd(a2, xmm1); xmm0 = _mm_load_pd(one); p1 = _mm_and_pd(p1, xmm0); p2 = _mm_and_pd(p2, xmm0); a1 = _mm_sub_pd(a1, p1); a2 = _mm_sub_pd(a2, p2); k1 = _mm_cvttpd_epi32(a1); k2 = _mm_cvttpd_epi32(a2); p1 = _mm_cvtepi32_pd(k1); p2 = _mm_cvtepi32_pd(k2); /* x -= p * log2; */ xmm0 = _mm_load_pd(c1); xmm1 = _mm_load_pd(c2); a1 = _mm_mul_pd(p1, xmm0); a2 = _mm_mul_pd(p2, xmm0); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); a1 = _mm_mul_pd(p1, xmm1); a2 = _mm_mul_pd(p2, xmm1); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); /* Compute e^x using a polynomial approximation. */ xmm0 = _mm_load_pd(w7); xmm1 = _mm_load_pd(w6); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w5); xmm1 = _mm_load_pd(w4); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w3); xmm1 = _mm_load_pd(w2); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w1); xmm1 = _mm_load_pd(w0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); /* p = 2^k; */ k1 = _mm_add_epi32(k1, offset); k2 = _mm_add_epi32(k2, offset); k1 = _mm_slli_epi32(k1, 20); k2 = _mm_slli_epi32(k2, 20); k1 = _mm_shuffle_epi32(k1, _MM_SHUFFLE(1,3,0,2)); k2 = _mm_shuffle_epi32(k2, _MM_SHUFFLE(1,3,0,2)); p1 = _mm_castsi128_pd(k1); p2 = _mm_castsi128_pd(k2); /* a *= 2^k. */ a1 = _mm_mul_pd(a1, p1); a2 = _mm_mul_pd(a2, p2); /* Store the results. */ _mm_store_pd(values+i, a1); _mm_store_pd(values+i+2, a2); } } void remez9_0_log2_sse(double *values, int num) { int i; CONST_128D(one, 1.); CONST_128D(log2e, 1.4426950408889634073599); CONST_128D(maxlog, 7.09782712893383996843e2); // log(2**1024) CONST_128D(minlog, -7.08396418532264106224e2); // log(2**-1022) CONST_128D(c1, 6.93145751953125E-1); CONST_128D(c2, 1.42860682030941723212E-6); CONST_128D(w9, 3.9099787920346160288874633639268318097077213911751e-6); CONST_128D(w8, 2.299608440919942766555719515783308016700833740918e-5); CONST_128D(w7, 1.99930498409474044486498978862963995247838069436646e-4); CONST_128D(w6, 1.38812674551586429265054343505879910146775323730237e-3); CONST_128D(w5, 8.3335688409829575034112982839739473866857586300664e-3); CONST_128D(w4, 4.1666622504201078708502686068113075402683415962893e-2); CONST_128D(w3, 0.166666671414320541875332123507829990378055646330574); CONST_128D(w2, 0.49999999974109940909767965915362308135415179642286); CONST_128D(w1, 1.0000000000054730504284163017295863259125942049362); CONST_128D(w0, 0.99999999999998091336479463057053516986466888462081); const __m128i offset = _mm_setr_epi32(1023, 1023, 0, 0); for (i = 0;i< num;i += 4) { __m128i k1, k2; __m128d p1, p2; __m128d a1, a2; __m128d xmm0, xmm1; __m128d x1, x2; /* Load four double values. */ xmm0 = _mm_load_pd(maxlog); xmm1 = _mm_load_pd(minlog); x1 = _mm_load_pd(values+i); x2 = _mm_load_pd(values+i+2); x1 = _mm_min_pd(x1, xmm0); x2 = _mm_min_pd(x2, xmm0); x1 = _mm_max_pd(x1, xmm1); x2 = _mm_max_pd(x2, xmm1); /* a = x / log2; */ xmm0 = _mm_load_pd(log2e); xmm1 = _mm_setzero_pd(); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); /* k = (int)floor(a); p = (float)k; */ p1 = _mm_cmplt_pd(a1, xmm1); p2 = _mm_cmplt_pd(a2, xmm1); xmm0 = _mm_load_pd(one); p1 = _mm_and_pd(p1, xmm0); p2 = _mm_and_pd(p2, xmm0); a1 = _mm_sub_pd(a1, p1); a2 = _mm_sub_pd(a2, p2); k1 = _mm_cvttpd_epi32(a1); k2 = _mm_cvttpd_epi32(a2); p1 = _mm_cvtepi32_pd(k1); p2 = _mm_cvtepi32_pd(k2); /* x -= p * log2; */ xmm0 = _mm_load_pd(c1); xmm1 = _mm_load_pd(c2); a1 = _mm_mul_pd(p1, xmm0); a2 = _mm_mul_pd(p2, xmm0); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); a1 = _mm_mul_pd(p1, xmm1); a2 = _mm_mul_pd(p2, xmm1); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); /* Compute e^x using a polynomial approximation. */ xmm0 = _mm_load_pd(w9); xmm1 = _mm_load_pd(w8); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w7); xmm1 = _mm_load_pd(w6); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w5); xmm1 = _mm_load_pd(w4); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w3); xmm1 = _mm_load_pd(w2); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w1); xmm1 = _mm_load_pd(w0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); /* p = 2^k; */ k1 = _mm_add_epi32(k1, offset); k2 = _mm_add_epi32(k2, offset); k1 = _mm_slli_epi32(k1, 20); k2 = _mm_slli_epi32(k2, 20); k1 = _mm_shuffle_epi32(k1, _MM_SHUFFLE(1,3,0,2)); k2 = _mm_shuffle_epi32(k2, _MM_SHUFFLE(1,3,0,2)); p1 = _mm_castsi128_pd(k1); p2 = _mm_castsi128_pd(k2); /* a *= 2^k. */ a1 = _mm_mul_pd(a1, p1); a2 = _mm_mul_pd(a2, p2); /* Store the results. */ _mm_store_pd(values+i, a1); _mm_store_pd(values+i+2, a2); } } void remez11_0_log2_sse(double *values, int num) { int i; CONST_128D(one, 1.); CONST_128D(log2e, 1.4426950408889634073599); CONST_128D(maxlog, 7.09782712893383996843e2); // log(2**1024) CONST_128D(minlog, -7.08396418532264106224e2); // log(2**-1022) CONST_128D(c1, 6.93145751953125E-1); CONST_128D(c2, 1.42860682030941723212E-6); CONST_128D(w11, 3.5524625185478232665958141148891055719216674475023e-8); CONST_128D(w10, 2.5535368519306500343384723775435166753084614063349e-7); CONST_128D(w9, 2.77750562801295315877005242757916081614772210463065e-6); CONST_128D(w8, 2.47868893393199945541176652007657202642495832996107e-5); CONST_128D(w7, 1.98419213985637881240770890090795533564573406893163e-4); CONST_128D(w6, 1.3888869684178659239014256260881685824525255547326e-3); CONST_128D(w5, 8.3333337052009872221152811550156335074160546333973e-3); CONST_128D(w4, 4.1666666621080810610346717440523105184720007971655e-2); CONST_128D(w3, 0.166666666669960803484477734308515404418108830469798); CONST_128D(w2, 0.499999999999877094481580370323249951329122224389189); CONST_128D(w1, 1.0000000000000017952745258419615282194236357388884); CONST_128D(w0, 0.99999999999999999566016490920259318691496540598896); const __m128i offset = _mm_setr_epi32(1023, 1023, 0, 0); for (i = 0;i< num;i += 4) { __m128i k1, k2; __m128d p1, p2; __m128d a1, a2; __m128d xmm0, xmm1; __m128d x1, x2; /* Load four double values. */ xmm0 = _mm_load_pd(maxlog); xmm1 = _mm_load_pd(minlog); x1 = _mm_load_pd(values+i); x2 = _mm_load_pd(values+i+2); x1 = _mm_min_pd(x1, xmm0); x2 = _mm_min_pd(x2, xmm0); x1 = _mm_max_pd(x1, xmm1); x2 = _mm_max_pd(x2, xmm1); /* a = x / log2; */ xmm0 = _mm_load_pd(log2e); xmm1 = _mm_setzero_pd(); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); /* k = (int)floor(a); p = (float)k; */ p1 = _mm_cmplt_pd(a1, xmm1); p2 = _mm_cmplt_pd(a2, xmm1); xmm0 = _mm_load_pd(one); p1 = _mm_and_pd(p1, xmm0); p2 = _mm_and_pd(p2, xmm0); a1 = _mm_sub_pd(a1, p1); a2 = _mm_sub_pd(a2, p2); k1 = _mm_cvttpd_epi32(a1); k2 = _mm_cvttpd_epi32(a2); p1 = _mm_cvtepi32_pd(k1); p2 = _mm_cvtepi32_pd(k2); /* x -= p * log2; */ xmm0 = _mm_load_pd(c1); xmm1 = _mm_load_pd(c2); a1 = _mm_mul_pd(p1, xmm0); a2 = _mm_mul_pd(p2, xmm0); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); a1 = _mm_mul_pd(p1, xmm1); a2 = _mm_mul_pd(p2, xmm1); x1 = _mm_sub_pd(x1, a1); x2 = _mm_sub_pd(x2, a2); /* Compute e^x using a polynomial approximation. */ xmm0 = _mm_load_pd(w11); xmm1 = _mm_load_pd(w10); a1 = _mm_mul_pd(x1, xmm0); a2 = _mm_mul_pd(x2, xmm0); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w9); xmm1 = _mm_load_pd(w8); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w7); xmm1 = _mm_load_pd(w6); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w5); xmm1 = _mm_load_pd(w4); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w3); xmm1 = _mm_load_pd(w2); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); xmm0 = _mm_load_pd(w1); xmm1 = _mm_load_pd(w0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm0); a2 = _mm_add_pd(a2, xmm0); a1 = _mm_mul_pd(a1, x1); a2 = _mm_mul_pd(a2, x2); a1 = _mm_add_pd(a1, xmm1); a2 = _mm_add_pd(a2, xmm1); /* p = 2^k; */ k1 = _mm_add_epi32(k1, offset); k2 = _mm_add_epi32(k2, offset); k1 = _mm_slli_epi32(k1, 20); k2 = _mm_slli_epi32(k2, 20); k1 = _mm_shuffle_epi32(k1, _MM_SHUFFLE(1,3,0,2)); k2 = _mm_shuffle_epi32(k2, _MM_SHUFFLE(1,3,0,2)); p1 = _mm_castsi128_pd(k1); p2 = _mm_castsi128_pd(k2); /* a *= 2^k. */ a1 = _mm_mul_pd(a1, p1); a2 = _mm_mul_pd(a2, p2); /* Store the results. */ _mm_store_pd(values+i, a1); _mm_store_pd(values+i+2, a2); } } void remez5_0_log2(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = floor(x / log 2) */ a = LOG2E * x; a -= (a< 0); n = (int)a; /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1.185268231308989403584147407056378360798378534739e-2; a *= x; a += 3.87412011356070379615759057344100690905653320886699e-2; a *= x; a += 0.16775408658617866431779970932853611481292418818223; a *= x; a += 0.49981934577169208735732248650232562589934399402426; a *= x; a += 1.00001092396453942157124178508842412412025643386873; a *= x; a += 0.99999989311082729779536722205742989232069120354073; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void remez7_0_log2(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = floor(x / log 2) */ a = LOG2E * x; a -= (a< 0); n = (int)a; /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 2.8177033701883768252768416240498659720165776534637e-4; a *= x; a += 1.2890480764261415880540047007217296074165060445915e-3; a *= x; a += 8.3937617380265463210782576208636760245107957044397e-3; a *= x; a += 4.16466393513638680290956986766301695821268933286258e-2; a *= x; a += 0.16667025104576204064704670601843171167692234960251; a *= x; a += 0.49999968588211828322575537372426392301459912262932; a *= x; a += 1.00000001047169007093329328214028329840435313172085; a *= x; a += 0.99999999994275232965232540108706952362552348759169; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void remez9_0_log2(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = floor(x / log 2) */ a = LOG2E * x; a -= (a< 0); n = (int)a; /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 3.9099787920346160288874633639268318097077213911751e-6; a *= x; a += 2.299608440919942766555719515783308016700833740918e-5; a *= x; a += 1.99930498409474044486498978862963995247838069436646e-4; a *= x; a += 1.38812674551586429265054343505879910146775323730237e-3; a *= x; a += 8.3335688409829575034112982839739473866857586300664e-3; a *= x; a += 4.1666622504201078708502686068113075402683415962893e-2; a *= x; a += 0.166666671414320541875332123507829990378055646330574; a *= x; a += 0.49999999974109940909767965915362308135415179642286; a *= x; a += 1.0000000000054730504284163017295863259125942049362; a *= x; a += 0.99999999999998091336479463057053516986466888462081; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void remez11_0_log2(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = floor(x / log 2) */ a = LOG2E * x; a -= (a< 0); n = (int)a; /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 3.5524625185478232665958141148891055719216674475023e-8; a *= x; a += 2.5535368519306500343384723775435166753084614063349e-7; a *= x; a += 2.77750562801295315877005242757916081614772210463065e-6; a *= x; a += 2.47868893393199945541176652007657202642495832996107e-5; a *= x; a += 1.98419213985637881240770890090795533564573406893163e-4; a *= x; a += 1.3888869684178659239014256260881685824525255547326e-3; a *= x; a += 8.3333337052009872221152811550156335074160546333973e-3; a *= x; a += 4.1666666621080810610346717440523105184720007971655e-2; a *= x; a += 0.166666666669960803484477734308515404418108830469798; a *= x; a += 0.499999999999877094481580370323249951329122224389189; a *= x; a += 1.0000000000000017952745258419615282194236357388884; a *= x; a += 0.99999999999999999566016490920259318691496540598896; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void remez13_0_log2(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = floor(x / log 2) */ a = LOG2E * x; a -= (a< 0); n = (int)a; /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 2.2762932529150460619497906285755631573256951680928e-10; a *= x; a += 1.93367224471636363463651078554697568501742984768854e-9; a *= x; a += 2.52543927629810215309605055241333435158089916072836e-8; a *= x; a += 2.7540144801860636516400552945824228138166510066936e-7; a *= x; a += 2.75583147053220552447847947870361102182338458956017e-6; a *= x; a += 2.4801546952196268386551625341270924245448949820144e-5; a *= x; a += 1.98412709907914555147826749325174275063119441397255e-4; a *= x; a += 1.38888888661019235625906849288500655817315802824057e-3; a *= x; a += 8.333333333639598748175600716777066054934952111002e-3; a *= x; a += 4.16666666666400203177888506088903193769823751590758e-2; a *= x; a += 0.16666666666666805461760233769080472413024408831279; a *= x; a += 0.499999999999999962289068852705038969538821467770838; a *= x; a += 1.0000000000000000004034789178104888993769939051368; a *= x; a += 0.99999999999999999999928421898456045238677548461656; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_remez5_05_05(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 8.4330373844473099813810362019505406631926085091323e-3; a *= x; a += 4.21902068347366333044988703875445200415500811946999e-2; a *= x; a += 0.166651841763284853673636070741102751158699113784309; a *= x; a += 0.499950835134960574061545109283769441275186262483568; a *= x; a += 1.00000058571014555295260592037508552163073364874505; a *= x; a += 1.00000068337676053288862820129773498043487842807125; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_remez7_05_05(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 2.00141610818912228248905083859257590733113260526108e-4; a *= x; a += 1.40133811518724818098307842775997566282188412967947e-3; a *= x; a += 8.3329654693594055317268781464679686290363549855757e-3; a *= x; a += 4.166471896964041208094102436547981534517053537243e-2; a *= x; a += 0.166666696439690960142075219571022911788612657807629; a *= x; a += 0.50000009744621522508878089211950835930852534338768; a *= x; a += 0.99999999932306797486003312890413784132553482368976; a *= x; a += 0.99999999923843009897272522306505037302103095520883; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_remez9_05_05(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 2.7745788375840179681283717651801389074131600858024e-6; a *= x; a += 2.4974359052778718615679108099578563503364071042705e-5; a *= x; a += 1.98407490538622509507316519103953447383315553069056e-4; a *= x; a += 1.38885105592078787329129443877314802341416378733678e-3; a *= x; a += 8.3333339723641809789104572730499312924226776107297e-3; a *= x; a += 4.16666700463431739324947223978815539635978032483308e-2; a *= x; a += 0.166666666634013689476902841482489499264356163708049; a *= x; a += 0.49999999989435323455294486871496414870608658630883; a *= x; a += 1.00000000000048028927516239905073191568245953555709; a *= x; a += 1.00000000000052833535680371242873466617726870356609; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_remez11_05_05(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 2.51929868958558990100711431834993496570205380722036e-8; a *= x; a += 2.7714302972476470857291821430459163185492029688565e-7; a *= x; a += 2.7556840833993121572460386718599369519143729132621e-6; a *= x; a += 2.48011454027599465130934662141475239085795284566129e-5; a *= x; a += 1.98412706284313544001695569595213030418978110809054e-4; a *= x; a += 1.38888894619673011407756064437561180652889917616113e-3; a *= x; a += 8.3333333326960625302778843136952722007056714994369e-3; a *= x; a += 4.1666666663307925829807454939715320634892173110281e-2; a *= x; a += 0.16666666666668912253462202236231047014798117425631; a *= x; a += 0.50000000000007198509320027789925087826877822951327; a *= x; a += 0.99999999999999976925988096235016345824070346859229; a *= x; a += 0.9999999999999997500224010478732616185808429624127; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_remez13_05_05(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1.61356848991757396195626449324190427883666354504187e-10; a *= x; a += 2.09773502429720720042832865218235470540902290986604e-9; a *= x; a += 2.50517997973487340520345973228530569065189960125308e-8; a *= x; a += 2.7556973177905466877853160305636358948188615327725e-7; a *= x; a += 2.7557319860870868162733628841564031959051602041504e-6; a *= x; a += 2.48015878916569323181318984106104816451563207545696e-5; a *= x; a += 1.98412698405602139306149764767811806786694849547848e-4; a *= x; a += 1.38888888883724638191056667131613472090590184962952e-3; a *= x; a += 8.333333333333743243093579329746662890641071879753e-3; a *= x; a += 4.16666666666688187524214985734081300874557496783939e-2; a *= x; a += 0.16666666666666665609766712753641211515446088211247; a *= x; a += 0.49999999999999996637019704330727593814705189927683; a *= x; a += 1.00000000000000000008007233620462705038544342452684; a *= x; a += 1.0000000000000000000857966908786376708355989802095; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_taylor5(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1. / 120.; a *= x; a += 4.1666666666666666666666666666666666666666666666666e-2; a *= x; a += 0.166666666666666666666666666666666666666666666666665; a *= x; a += 0.5; a *= x; a += 1.0; a *= x; a += 1.0; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_taylor7(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1. / 5040.; a *= x; a += 1.38888888888888888888888888888888888888888888888889e-3; a *= x; a += 8.3333333333333333333333333333333333333333333333333e-3; a *= x; a += 4.1666666666666666666666666666666666666666666666666e-2; a *= x; a += 0.166666666666666666666666666666666666666666666666665; a *= x; a += 0.5; a *= x; a += 1.0; a *= x; a += 1.0; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_taylor9(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ // a = LOG2E * x + 0.5; // n = (int)a; // n -= (a< 0); px = std::floor( LOG2E * x + 0.5f ); /* x -= n * log2 */ n = px; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1. / 362880.; a *= x; a += 2.4801587301587301587301587301587301587301587301587e-5; a *= x; a += 1.98412698412698412698412698412698412698412698412698e-4; a *= x; a += 1.38888888888888888888888888888888888888888888888889e-3; a *= x; a += 8.3333333333333333333333333333333333333333333333333e-3; a *= x; a += 4.1666666666666666666666666666666666666666666666666e-2; a *= x; a += 0.166666666666666666666666666666666666666666666666665; a *= x; a += 0.5; a *= x; a += 1.0; a *= x; a += 1.0; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_taylor11(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ a = LOG2E * x + 0.5; n = (int)a; n -= (a< 0); /* x -= n * log2 */ px = (double)n; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1. / 39916800.; a *= x; a += 2.7557319223985890652557319223985890652557319223986e-7; a *= x; a += 2.75573192239858906525573192239858906525573192239859e-6; a *= x; a += 2.4801587301587301587301587301587301587301587301587e-5; a *= x; a += 1.98412698412698412698412698412698412698412698412698e-4; a *= x; a += 1.38888888888888888888888888888888888888888888888889e-3; a *= x; a += 8.3333333333333333333333333333333333333333333333333e-3; a *= x; a += 4.1666666666666666666666666666666666666666666666666e-2; a *= x; a += 0.166666666666666666666666666666666666666666666666665; a *= x; a += 0.5; a *= x; a += 1.0; a *= x; a += 1.0; /* Build 2^n in double. */ u.d = 0; n += 1023; u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); values[i] = a * u.d; } } void vecexp_taylor13(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double a, px, x = values[i]; ieee754 u; /* n = round(x / log 2) */ // a = LOG2E * x + 0.5; // n = (int)a; // n -= (a< 0); /* x -= n * log2 */ // px = (double)n; px = std::floor( LOG2E * x + 0.5f ); /* x -= n * log2 */ n = px; x -= px * C1; x -= px * C2; /* Compute e^x using a polynomial approximation. */ a = 1. / 6227020800; a *= x; a += 2.08767569878680989792100903212014323125434236545349e-9; a *= x; a += 2.50521083854417187750521083854417187750521083854419e-8; a *= x; a += 2.7557319223985890652557319223985890652557319223986e-7; a *= x; a += 2.75573192239858906525573192239858906525573192239859e-6; a *= x; a += 2.4801587301587301587301587301587301587301587301587e-5; a *= x; a += 1.98412698412698412698412698412698412698412698412698e-4; a *= x; a += 1.38888888888888888888888888888888888888888888888889e-3; a *= x; a += 8.3333333333333333333333333333333333333333333333333e-3; a *= x; a += 4.1666666666666666666666666666666666666666666666666e-2; a *= x; a += 0.166666666666666666666666666666666666666666666666665; a *= x; a += 0.5; a *= x; a += 1.0; a *= x; a += 1.0; /* Build 2^n in double. */ u.d = 0; n += 1023; // u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); u.ll = (long long)(n) <<52; values[i] = a * u.d; } } void vecexp_cephes(double *values, int num) { int i; for (i = 0;i< num;++i) { int n; double x = values[i]; double a, xx, px, qx; ieee754 u; /* n = round(x / log 2) */ // a = LOG2E * x + 0.5; // n = (int)a; // n -= (a< 0); /* x -= n * log2 */ // px = (double)n; px = std::floor( LOG2E * x + 0.5 ); /* x -= n * log2 */ n = px; x -= px * C1; x -= px * C2; xx = x * x; /* px = x * P(x**2). */ px = 1.26177193074810590878E-4; px *= xx; px += 3.02994407707441961300E-2; px *= xx; px += 9.99999999999999999910E-1; px *= x; /* Evaluate Q(x**2). */ qx = 3.00198505138664455042E-6; qx *= xx; qx += 2.52448340349684104192E-3; qx *= xx; qx += 2.27265548208155028766E-1; qx *= xx; qx += 2.00000000000000000009E0; /* e**x = 1 + 2x P(x**2)/( Q(x**2) - P(x**2) ) */ x = px / (qx - px); x = 1.0 + 2.0 * x; /* Build 2^n in double. */ u.d = 0; n += 1023; // u.s[3] = (unsigned short)((n<< 4) & 0x7FF0); // u.i[1] = n <<20; u.ll = (long long)(n) <<52; values[i] = x * u.d; } } void vecexp_libc(double *values, int n) { int i; for (i = 0;i< n;++i) { values[i] = exp(values[i]); } } double *read_source(FILE *fp, int *num) { int n = 0; char line[1024]; double *values = NULL; while (fgets(line, 1023, fp) != NULL) { values = (double*)realloc(values, sizeof(double) * (n+1)); values[n++] = atof(line); } *num = n; return values; } double * generate(int *num) { int loops=100; int NVAL = 4096; double *values =0; values = (double*)realloc(values, sizeof(double) * (loops*NVAL)); int n=0; for (int l=0; l!=loops; ++l) { values[n] = -102.4; for (int i=1; i!=NVAL; ++i) { ++n; values[n] = values[n-1] + 0.05; } ++n; } (*num) = n; return values; } void measure(performance_t *perf, double *values, int n) { int i; performance_t *p; for (p = perf;p->func != NULL;++p) { p->values = (double*)_aligned_malloc(sizeof(double) * n, 16); for (i = 0;i< n;++i) { p->values[i] = values[i]; } } for (p = perf;p->func != NULL;++p) { p->elapsed_time = clock(); p->func(p->values, n); p->elapsed_time = clock() - p->elapsed_time; } for (p = perf;p->func != NULL;++p) { for (i = 0;i< n;++i) { double ex = perf[0].values[i]; double exf = p->values[i]; double err = fabs(exf - ex) / ex; if (p->error_peak< err) { p->error_peak = err; } p->error_rms += (err * err); } p->error_rms /= n; p->error_rms = sqrt(p->error_rms); } } int main(int argc, char *argv[]) { int n; double *values = NULL; performance_t *p = NULL; performance_t perf[] = { {"libc", vecexp_libc, 0., 0., 0, NULL}, {"Cephes", vecexp_cephes, 0., 0., 0, NULL}, {"Taylor 5th", vecexp_taylor5, 0., 0., 0, NULL}, {"Taylor 7th", vecexp_taylor7, 0., 0., 0, NULL}, {"Taylor 9th", vecexp_taylor9, 0., 0., 0, NULL}, {"Taylor 11th", vecexp_taylor11, 0., 0., 0, NULL}, {"Taylor 13th", vecexp_taylor13, 0., 0., 0, NULL}, {"Remez 5th [-0.5,+0.5]", vecexp_remez5_05_05, 0., 0., 0, NULL}, {"Remez 7th [-0.5,+0.5]", vecexp_remez7_05_05, 0., 0., 0, NULL}, {"Remez 9th [-0.5,+0.5]", vecexp_remez9_05_05, 0., 0., 0, NULL}, {"Remez 11th [-0.5,+0.5]", vecexp_remez11_05_05, 0., 0., 0, NULL}, {"Remez 13th [-0.5,+0.5]", vecexp_remez13_05_05, 0., 0., 0, NULL}, {"Remez 5th [0,log2]", remez5_0_log2, 0., 0., 0, NULL}, {"Remez 7th [0,log2]", remez7_0_log2, 0., 0., 0, NULL}, {"Remez 9th [0,log2]", remez9_0_log2, 0., 0., 0, NULL}, {"Remez 11th [0,log2]", remez11_0_log2, 0., 0., 0, NULL}, {"Remez 13th [0,log2]", remez13_0_log2, 0., 0., 0, NULL}, {"Remez 5th [0,log2] SSE", remez5_0_log2_sse, 0., 0., 0, NULL}, {"Remez 7th [0,log2] SSE", remez7_0_log2_sse, 0., 0., 0, NULL}, {"Remez 9th [0,log2] SSE", remez9_0_log2_sse, 0., 0., 0, NULL}, {"Remez 11th [0,log2] SSE", remez11_0_log2_sse, 0., 0., 0, NULL}, {NULL, NULL, 0., 0., 0}, }; //values = read_source(stdin, &n); values = generate(&n); measure(perf, values, n); for (p = perf;p->func != NULL;++p) { printf( "%s\t%f\t%e\t%e\n", p->name, p->elapsed_time / (double)CLOCKS_PER_SEC, p->error_peak, p->error_rms ); } return 0; }