blob: d3b19be9ecaf8f6dd944d08f7c6dac922b048a59 [file] [log] [blame]
// 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
}