// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-math-polynomial-approximation,convert-arith-to-llvm),convert-vector-to-scf,convert-scf-to-cf,convert-cf-to-llvm,convert-vector-to-llvm,func.func(convert-math-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \ // RUN: | mlir-cpu-runner \ // RUN: -e main -entry-point-result=void -O0 \ // RUN: -shared-libs=%mlir_c_runner_utils \ // RUN: -shared-libs=%mlir_runner_utils \ // RUN: | FileCheck %s // -------------------------------------------------------------------------- // // Tanh. // -------------------------------------------------------------------------- // func.func @tanh_f32(%a : f32) { %r = math.tanh %a : f32 vector.print %r : f32 return } func.func @tanh_4xf32(%a : vector<4xf32>) { %r = math.tanh %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @tanh_8xf32(%a : vector<8xf32>) { %r = math.tanh %a : vector<8xf32> vector.print %r : vector<8xf32> return } func.func @tanh() { // CHECK: 0.848284 %f0 = arith.constant 1.25 : f32 call @tanh_f32(%f0) : (f32) -> () // CHECK: 0.244919, 0.635149, 0.761594, 0.848284 %v1 = arith.constant dense<[0.25, 0.75, 1.0, 1.25]> : vector<4xf32> call @tanh_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: 0.099668, 0.197375, 0.291313, 0.379949, 0.462117, 0.53705, 0.604368, 0.664037 %v2 = arith.constant dense<[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8]> : vector<8xf32> call @tanh_8xf32(%v2) : (vector<8xf32>) -> () // CHECK: nan %nan = arith.constant 0x7fc00000 : f32 call @tanh_f32(%nan) : (f32) -> () return } // -------------------------------------------------------------------------- // // Log. // -------------------------------------------------------------------------- // func.func @log_f32(%a : f32) { %r = math.log %a : f32 vector.print %r : f32 return } func.func @log_4xf32(%a : vector<4xf32>) { %r = math.log %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @log_8xf32(%a : vector<8xf32>) { %r = math.log %a : vector<8xf32> vector.print %r : vector<8xf32> return } func.func @log() { // CHECK: 2.64704 %f1 = arith.constant 14.112233 : f32 call @log_f32(%f1) : (f32) -> () // CHECK: -1.38629, -0.287682, 0, 0.223144 %v1 = arith.constant dense<[0.25, 0.75, 1.0, 1.25]> : vector<4xf32> call @log_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: -2.30259, -1.60944, -1.20397, -0.916291, -0.693147, -0.510826, -0.356675, -0.223144 %v2 = arith.constant dense<[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8]> : vector<8xf32> call @log_8xf32(%v2) : (vector<8xf32>) -> () // CHECK: -inf %zero = arith.constant 0.0 : f32 call @log_f32(%zero) : (f32) -> () // CHECK: nan %nan = arith.constant 0x7fc00000 : f32 call @log_f32(%nan) : (f32) -> () // CHECK: inf %inf = arith.constant 0x7f800000 : f32 call @log_f32(%inf) : (f32) -> () // CHECK: -inf, nan, inf, 0.693147 %special_vec = arith.constant dense<[0.0, -1.0, 0x7f800000, 2.0]> : vector<4xf32> call @log_4xf32(%special_vec) : (vector<4xf32>) -> () return } func.func @log2_f32(%a : f32) { %r = math.log2 %a : f32 vector.print %r : f32 return } func.func @log2_4xf32(%a : vector<4xf32>) { %r = math.log2 %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @log2_8xf32(%a : vector<8xf32>) { %r = math.log2 %a : vector<8xf32> vector.print %r : vector<8xf32> return } func.func @log2() { // CHECK: 3.81887 %f0 = arith.constant 14.112233 : f32 call @log2_f32(%f0) : (f32) -> () // CHECK: -2, -0.415037, 0, 0.321928 %v1 = arith.constant dense<[0.25, 0.75, 1.0, 1.25]> : vector<4xf32> call @log2_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: -3.32193, -2.32193, -1.73697, -1.32193, -1, -0.736966, -0.514573, -0.321928 %v2 = arith.constant dense<[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8]> : vector<8xf32> call @log2_8xf32(%v2) : (vector<8xf32>) -> () // CHECK: -inf %zero = arith.constant 0.0 : f32 call @log2_f32(%zero) : (f32) -> () // CHECK: nan %neg_one = arith.constant -1.0 : f32 call @log2_f32(%neg_one) : (f32) -> () // CHECK: inf %inf = arith.constant 0x7f800000 : f32 call @log2_f32(%inf) : (f32) -> () // CHECK: -inf, nan, inf, 1.58496 %special_vec = arith.constant dense<[0.0, -1.0, 0x7f800000, 3.0]> : vector<4xf32> call @log2_4xf32(%special_vec) : (vector<4xf32>) -> () return } func.func @log1p_f32(%a : f32) { %r = math.log1p %a : f32 vector.print %r : f32 return } func.func @log1p_4xf32(%a : vector<4xf32>) { %r = math.log1p %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @log1p_8xf32(%a : vector<8xf32>) { %r = math.log1p %a : vector<8xf32> vector.print %r : vector<8xf32> return } func.func @log1p() { // CHECK: 0.00995033 %f0 = arith.constant 0.01 : f32 call @log1p_f32(%f0) : (f32) -> () // CHECK: -4.60517, -0.693147, 0, 1.38629 %v1 = arith.constant dense<[-0.99, -0.5, 0.0, 3.0]> : vector<4xf32> call @log1p_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: 0.0953102, 0.182322, 0.262364, 0.336472, 0.405465, 0.470004, 0.530628, 0.587787 %v2 = arith.constant dense<[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8]> : vector<8xf32> call @log1p_8xf32(%v2) : (vector<8xf32>) -> () // CHECK: -inf %neg_one = arith.constant -1.0 : f32 call @log1p_f32(%neg_one) : (f32) -> () // CHECK: nan %neg_two = arith.constant -2.0 : f32 call @log1p_f32(%neg_two) : (f32) -> () // CHECK: inf %inf = arith.constant 0x7f800000 : f32 call @log1p_f32(%inf) : (f32) -> () // CHECK: -inf, nan, inf, 9.99995e-06 %special_vec = arith.constant dense<[-1.0, -1.1, 0x7f800000, 0.00001]> : vector<4xf32> call @log1p_4xf32(%special_vec) : (vector<4xf32>) -> () return } // -------------------------------------------------------------------------- // // Erf. // -------------------------------------------------------------------------- // func.func @erf_f32(%a : f32) { %r = math.erf %a : f32 vector.print %r : f32 return } func.func @erf_4xf32(%a : vector<4xf32>) { %r = math.erf %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @erf() { // CHECK: -0.000274406 %val1 = arith.constant -2.431864e-4 : f32 call @erf_f32(%val1) : (f32) -> () // CHECK: 0.742095 %val2 = arith.constant 0.79999 : f32 call @erf_f32(%val2) : (f32) -> () // CHECK: 0.742101 %val3 = arith.constant 0.8 : f32 call @erf_f32(%val3) : (f32) -> () // CHECK: 0.995322 %val4 = arith.constant 1.99999 : f32 call @erf_f32(%val4) : (f32) -> () // CHECK: 0.995322 %val5 = arith.constant 2.0 : f32 call @erf_f32(%val5) : (f32) -> () // CHECK: 1 %val6 = arith.constant 3.74999 : f32 call @erf_f32(%val6) : (f32) -> () // CHECK: 1 %val7 = arith.constant 3.75 : f32 call @erf_f32(%val7) : (f32) -> () // CHECK: -1 %negativeInf = arith.constant 0xff800000 : f32 call @erf_f32(%negativeInf) : (f32) -> () // CHECK: -1, -1, -0.913759, -0.731446 %vecVals1 = arith.constant dense<[-3.4028235e+38, -4.54318, -1.2130899, -7.8234202e-01]> : vector<4xf32> call @erf_4xf32(%vecVals1) : (vector<4xf32>) -> () // CHECK: -1.3264e-38, 0, 1.3264e-38, 0.121319 %vecVals2 = arith.constant dense<[-1.1754944e-38, 0.0, 1.1754944e-38, 1.0793410e-01]> : vector<4xf32> call @erf_4xf32(%vecVals2) : (vector<4xf32>) -> () // CHECK: 0.919477, 0.999069, 1, 1 %vecVals3 = arith.constant dense<[1.23578, 2.34093, 3.82342, 3.4028235e+38]> : vector<4xf32> call @erf_4xf32(%vecVals3) : (vector<4xf32>) -> () // CHECK: 1 %inf = arith.constant 0x7f800000 : f32 call @erf_f32(%inf) : (f32) -> () // CHECK: nan %nan = arith.constant 0x7fc00000 : f32 call @erf_f32(%nan) : (f32) -> () return } // -------------------------------------------------------------------------- // // Exp. // -------------------------------------------------------------------------- // func.func @exp_f32(%a : f32) { %r = math.exp %a : f32 vector.print %r : f32 return } func.func @exp_4xf32(%a : vector<4xf32>) { %r = math.exp %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @exp() { // CHECK: 2.71828 %f0 = arith.constant 1.0 : f32 call @exp_f32(%f0) : (f32) -> () // CHECK: 0.778801, 2.117, 2.71828, 3.85743 %v1 = arith.constant dense<[-0.25, 0.75, 1.0, 1.35]> : vector<4xf32> call @exp_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: 1 %zero = arith.constant 0.0 : f32 call @exp_f32(%zero) : (f32) -> () // CHECK: 0, 1.38879e-11, 7.20049e+10, inf %special_vec = arith.constant dense<[-89.0, -25.0, 25.0, 89.0]> : vector<4xf32> call @exp_4xf32(%special_vec) : (vector<4xf32>) -> () // CHECK: inf %inf = arith.constant 0x7f800000 : f32 call @exp_f32(%inf) : (f32) -> () // CHECK: 0 %negative_inf = arith.constant 0xff800000 : f32 call @exp_f32(%negative_inf) : (f32) -> () // CHECK: nan %nan = arith.constant 0x7fc00000 : f32 call @exp_f32(%nan) : (f32) -> () return } func.func @expm1_f32(%a : f32) { %r = math.expm1 %a : f32 vector.print %r : f32 return } func.func @expm1_3xf32(%a : vector<3xf32>) { %r = math.expm1 %a : vector<3xf32> vector.print %r : vector<3xf32> return } func.func @expm1_4xf32(%a : vector<4xf32>) { %r = math.expm1 %a : vector<4xf32> vector.print %r : vector<4xf32> return } func.func @expm1_8xf32(%a : vector<8xf32>) { %r = math.expm1 %a : vector<8xf32> vector.print %r : vector<8xf32> return } func.func @expm1() { // CHECK: 1e-10 %f0 = arith.constant 1.0e-10 : f32 call @expm1_f32(%f0) : (f32) -> () // CHECK: -0.00995017, 0.0100502, 0.648721, 6.38906 %v1 = arith.constant dense<[-0.01, 0.01, 0.5, 2.0]> : vector<4xf32> call @expm1_4xf32(%v1) : (vector<4xf32>) -> () // CHECK: -0.181269, 0, 0.221403, 0.491825, 0.822119, 1.22554, 1.71828, 2.32012 %v2 = arith.constant dense<[-0.2, 0.0, 0.2, 0.4, 0.6, 0.8, 1.0, 1.2]> : vector<8xf32> call @expm1_8xf32(%v2) : (vector<8xf32>) -> () // CHECK: -1 %neg_inf = arith.constant 0xff800000 : f32 call @expm1_f32(%neg_inf) : (f32) -> () // CHECK: inf %inf = arith.constant 0x7f800000 : f32 call @expm1_f32(%inf) : (f32) -> () // CHECK: -1, inf, 1e-10 %special_vec = arith.constant dense<[0xff800000, 0x7f800000, 1.0e-10]> : vector<3xf32> call @expm1_3xf32(%special_vec) : (vector<3xf32>) -> () // CHECK: nan %nan = arith.constant 0x7fc00000 : f32 call @expm1_f32(%nan) : (f32) -> () return } // -------------------------------------------------------------------------- // // Sin. // -------------------------------------------------------------------------- // func.func @sin_f32(%a : f32) { %r = math.sin %a : f32 vector.print %r : f32 return } func.func @sin_3xf32(%a : vector<3xf32>) { %r = math.sin %a : vector<3xf32> vector.print %r : vector<3xf32> return } func.func @sin() { // CHECK: 0 %zero = arith.constant 0.0 : f32 call @sin_f32(%zero) : (f32) -> () // CHECK: 0.707107 %pi_over_4 = arith.constant 0.78539816339 : f32 call @sin_f32(%pi_over_4) : (f32) -> () // CHECK: 1 %pi_over_2 = arith.constant 1.57079632679 : f32 call @sin_f32(%pi_over_2) : (f32) -> () // CHECK: 0 %pi = arith.constant 3.14159265359 : f32 call @sin_f32(%pi) : (f32) -> () // CHECK: -1 %pi_3_over_2 = arith.constant 4.71238898038 : f32 call @sin_f32(%pi_3_over_2) : (f32) -> () // CHECK: 0, 0.866025, -1 %vec_x = arith.constant dense<[9.42477796077, 2.09439510239, -1.57079632679]> : vector<3xf32> call @sin_3xf32(%vec_x) : (vector<3xf32>) -> () return } // -------------------------------------------------------------------------- // // cos. // -------------------------------------------------------------------------- // func.func @cos_f32(%a : f32) { %r = math.cos %a : f32 vector.print %r : f32 return } func.func @cos_3xf32(%a : vector<3xf32>) { %r = math.cos %a : vector<3xf32> vector.print %r : vector<3xf32> return } func.func @cos() { // CHECK: 1 %zero = arith.constant 0.0 : f32 call @cos_f32(%zero) : (f32) -> () // CHECK: 0.707107 %pi_over_4 = arith.constant 0.78539816339 : f32 call @cos_f32(%pi_over_4) : (f32) -> () // CHECK: 0 %pi_over_2 = arith.constant 1.57079632679 : f32 call @cos_f32(%pi_over_2) : (f32) -> () // CHECK: -1 %pi = arith.constant 3.14159265359 : f32 call @cos_f32(%pi) : (f32) -> () // CHECK: 0 %pi_3_over_2 = arith.constant 4.71238898038 : f32 call @cos_f32(%pi_3_over_2) : (f32) -> () // CHECK: -1, -0.5, 0 %vec_x = arith.constant dense<[9.42477796077, 2.09439510239, -1.57079632679]> : vector<3xf32> call @cos_3xf32(%vec_x) : (vector<3xf32>) -> () return } // -------------------------------------------------------------------------- // // Atan. // -------------------------------------------------------------------------- // func.func @atan_f32(%a : f32) { %r = math.atan %a : f32 vector.print %r : f32 return } func.func @atan() { // CHECK: -0.785398 %0 = arith.constant -1.0 : f32 call @atan_f32(%0) : (f32) -> () // CHECK: 0.785398 %1 = arith.constant 1.0 : f32 call @atan_f32(%1) : (f32) -> () // CHECK: -0.463648 %2 = arith.constant -0.5 : f32 call @atan_f32(%2) : (f32) -> () // CHECK: 0.463648 %3 = arith.constant 0.5 : f32 call @atan_f32(%3) : (f32) -> () // CHECK: 0 %4 = arith.constant 0.0 : f32 call @atan_f32(%4) : (f32) -> () // CHECK: -1.10715 %5 = arith.constant -2.0 : f32 call @atan_f32(%5) : (f32) -> () // CHECK: 1.10715 %6 = arith.constant 2.0 : f32 call @atan_f32(%6) : (f32) -> () return } // -------------------------------------------------------------------------- // // Atan2. // -------------------------------------------------------------------------- // func.func @atan2_f32(%a : f32, %b : f32) { %r = math.atan2 %a, %b : f32 vector.print %r : f32 return } func.func @atan2() { %zero = arith.constant 0.0 : f32 %one = arith.constant 1.0 : f32 %two = arith.constant 2.0 : f32 %neg_one = arith.constant -1.0 : f32 %neg_two = arith.constant -2.0 : f32 // CHECK: 0 call @atan2_f32(%zero, %one) : (f32, f32) -> () // CHECK: 1.5708 call @atan2_f32(%one, %zero) : (f32, f32) -> () // CHECK: 3.14159 call @atan2_f32(%zero, %neg_one) : (f32, f32) -> () // CHECK: -1.5708 call @atan2_f32(%neg_one, %zero) : (f32, f32) -> () // CHECK: nan call @atan2_f32(%zero, %zero) : (f32, f32) -> () // CHECK: 1.10715 call @atan2_f32(%two, %one) : (f32, f32) -> () // CHECK: 2.03444 %x6 = arith.constant -1.0 : f32 %y6 = arith.constant 2.0 : f32 call @atan2_f32(%two, %neg_one) : (f32, f32) -> () // CHECK: -2.03444 call @atan2_f32(%neg_two, %neg_one) : (f32, f32) -> () // CHECK: -1.10715 call @atan2_f32(%neg_two, %one) : (f32, f32) -> () // CHECK: 0.463648 call @atan2_f32(%one, %two) : (f32, f32) -> () // CHECK: 2.67795 %x10 = arith.constant -2.0 : f32 %y10 = arith.constant 1.0 : f32 call @atan2_f32(%one, %neg_two) : (f32, f32) -> () // CHECK: -2.67795 %x11 = arith.constant -2.0 : f32 %y11 = arith.constant -1.0 : f32 call @atan2_f32(%neg_one, %neg_two) : (f32, f32) -> () // CHECK: -0.463648 call @atan2_f32(%neg_one, %two) : (f32, f32) -> () return } // -------------------------------------------------------------------------- // // Cbrt. // -------------------------------------------------------------------------- // func.func @cbrt_f32(%a : f32) { %r = math.cbrt %a : f32 vector.print %r : f32 return } func.func @cbrt() { // CHECK: 1 %a = arith.constant 1.0 : f32 call @cbrt_f32(%a) : (f32) -> () // CHECK: -1 %b = arith.constant -1.0 : f32 call @cbrt_f32(%b) : (f32) -> () // CHECK: 0 %c = arith.constant 0.0 : f32 call @cbrt_f32(%c) : (f32) -> () // CHECK: -0 %d = arith.constant -0.0 : f32 call @cbrt_f32(%d) : (f32) -> () // CHECK: 10 %e = arith.constant 1000.0 : f32 call @cbrt_f32(%e) : (f32) -> () // CHECK: -10 %f = arith.constant -1000.0 : f32 call @cbrt_f32(%f) : (f32) -> () // CHECK: 2.57128 %g = arith.constant 17.0 : f32 call @cbrt_f32(%g) : (f32) -> () return } // -------------------------------------------------------------------------- // // floor. // -------------------------------------------------------------------------- // func.func @func_floorf32(%a : f32) { %r = math.floor %a : f32 vector.print %r : f32 return } func.func @floorf() { // CHECK: 3 %a = arith.constant 3.8 : f32 call @func_floorf32(%a) : (f32) -> () // CHECK: -4 %b = arith.constant -3.8 : f32 call @func_floorf32(%b) : (f32) -> () // CHECK: 0 %c = arith.constant 0.0 : f32 call @func_floorf32(%c) : (f32) -> () // CHECK: -5 %d = arith.constant -4.2 : f32 call @func_floorf32(%d) : (f32) -> () // CHECK: -2 %e = arith.constant -2.0 : f32 call @func_floorf32(%e) : (f32) -> () // CHECK: 2 %f = arith.constant 2.0 : f32 call @func_floorf32(%f) : (f32) -> () return } // -------------------------------------------------------------------------- // // ceil. // -------------------------------------------------------------------------- // func.func @func_ceilf32(%a : f32) { %r = math.ceil %a : f32 vector.print %r : f32 return } func.func @ceilf() { // CHECK: 4 %a = arith.constant 3.8 : f32 call @func_ceilf32(%a) : (f32) -> () // CHECK: -3 %b = arith.constant -3.8 : f32 call @func_ceilf32(%b) : (f32) -> () // CHECK: 0 %c = arith.constant 0.0 : f32 call @func_ceilf32(%c) : (f32) -> () // CHECK: -4 %d = arith.constant -4.2 : f32 call @func_ceilf32(%d) : (f32) -> () // CHECK: -495 %e = arith.constant -495.0 : f32 call @func_ceilf32(%e) : (f32) -> () // CHECK: 495 %f = arith.constant 495.0 : f32 call @func_ceilf32(%f) : (f32) -> () return } func.func @main() { call @tanh(): () -> () call @log(): () -> () call @log2(): () -> () call @log1p(): () -> () call @erf(): () -> () call @exp(): () -> () call @expm1(): () -> () call @sin(): () -> () call @cos(): () -> () call @atan() : () -> () call @atan2() : () -> () call @cbrt() : () -> () call @floorf() : () -> () call @ceilf() : () -> () return }