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3 { mag: 3682921, sign: false });
data.append(FP8x23 { mag: 12963271, sign: false });
data.append(FP8x23 { mag: 263060, sign: true });
data.append(FP8x23 { mag: 5531121, sign: false });
data.append(FP8x23 { mag: 19149566, sign: false });
data.append(FP8x23 { mag: 2802384, sign: true });
data.append(FP8x23 { mag: 8137323, sign: true });
data.append(FP8x23 { mag: 2070264, sign: false });
data.append(FP8x23 { mag: 2892212, sign: false });
data.append(FP8x23 { mag: 2728473, sign: true });
data.append(FP8x23 { mag: 3360785, sign: false });
data.append(FP8x23 { mag: 1874124, sign: false });
data.append(FP8x23 { mag: 1551380, sign: false });
data.append(FP8x23 { mag: 4138289, sign: true });
data.append(FP8x23 { mag: 18117802, sign: true });
data.append(FP8x23 { mag: 1020022, sign: true });
data.append(FP8x23 { mag: 5212319, sign: true });
data.append(FP8x23 { mag: 705204, sign: false });
data.append(FP8x23 { mag: 3437416, sign: false });
data.append(FP8x23 { mag: 11732816, sign: false });
data.append(FP8x23 { mag: 13791144, sign: true });
data.append(FP8x23 { mag: 98925, sign: true });
data.append(FP8x23 { mag: 7643209, sign: false });
data.append(FP8x23 { mag: 101893, sign: true });
data.append(FP8x23 { mag: 3594931, sign: true });
data.append(FP8x23 { mag: 12445462, sign: false });
data.append(FP8x23 { mag: 6342234, sign: true });
data.append(FP8x23 { mag: 12620105, sign: false });
data.append(FP8x23 { mag: 5220821, sign: true });
data.append(FP8x23 { mag: 8501779, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 1141568, sign: false });
data.append(FP8x23 { mag: 3539686, sign: false });
data.append(FP8x23 { mag: 19183412, sign: true });
data.append(FP8x23 { mag: 6702357, sign: true });
data.append(FP8x23 { mag: 18341166, sign: true });
data.append(FP8x23 { mag: 2085003, sign: false });
data.append(FP8x23 { mag: 5754160, sign: true });
data.append(FP8x23 { mag: 6418104, sign: false });
data.append(FP8x23 { mag: 5327939, sign: false });
data.append(FP8x23 { mag: 1071055, sign: true });
data.append(FP8x23 { mag: 8731756, sign: true });
data.append(FP8x23 { mag: 6458415, sign: false });
data.append(FP8x23 { mag: 285981, sign: true });
data.append(FP8x23 { mag: 10557919, sign: false });
data.append(FP8x23 { mag: 1513612, sign: true });
data.append(FP8x23 { mag: 15288170, sign: true });
data.append(FP8x23 { mag: 3484741, sign: false });
data.append(FP8x23 { mag: 9718607, sign: false });
data.append(FP8x23 { mag: 12358125, sign: true });
data.append(FP8x23 { mag: 15954180, sign: false });
data.append(FP8x23 { mag: 262601, sign: false });
data.append(FP8x23 { mag: 5672420, sign: false });
data.append(FP8x23 { mag: 4338296, sign: true });
data.append(FP8x23 { mag: 1830635, sign: false });
data.append(FP8x23 { mag: 6483353, sign: false });
data.append(FP8x23 { mag: 6624924, sign: false });
data.append(FP8x23 { mag: 24104034, sign: false });
data.append(FP8x23 { mag: 10195068, sign: true });
data.append(FP8x23 { mag: 9134898, sign: false });
data.append(FP8x23 { mag: 16650777, sign: true });
data.append(FP8x |
23 { mag: 623710, sign: true });
data.append(FP8x23 { mag: 10605975, sign: true });
data.append(FP8x23 { mag: 6924507, sign: false });
data.append(FP8x23 { mag: 6210575, sign: true });
data.append(FP8x23 { mag: 17054160, sign: false });
data.append(FP8x23 { mag: 6280133, sign: true });
data.append(FP8x23 { mag: 9148351, sign: true });
data.append(FP8x23 { mag: 7262568, sign: false });
data.append(FP8x23 { mag: 6099670, sign: false });
data.append(FP8x23 { mag: 2873259, sign: true });
data.append(FP8x23 { mag: 1290482, sign: true });
data.append(FP8x23 { mag: 7829370, sign: true });
data.append(FP8x23 { mag: 12044643, sign: false });
data.append(FP8x23 { mag: 3011473, sign: true });
data.append(FP8x23 { mag: 6080298, sign: true });
data.append(FP8x23 { mag: 2388015, sign: true });
data.append(FP8x23 { mag: 9140926, sign: true });
data.append(FP8x23 { mag: 6684113, sign: true });
data.append(FP8x23 { mag: 43961, sign: false });
data.append(FP8x23 { mag: 9137080, sign: false });
data.append(FP8x23 { mag: 7920313, sign: false });
data.append(FP8x23 { mag: 8783942, sign: true });
data.append(FP8x23 { mag: 2190876, sign: true });
data.append(FP8x23 { mag: 9310159, sign: true });
data.append(FP8x23 { mag: 12063621, sign: true });
data.append(FP8x23 { mag: 1418983, sign: true });
data.append(FP8x23 { mag: 14507015, sign: true });
data.append(FP8x23 { mag: 10873077, sign: true });
data.append(FP8x23 { mag: 4798862, sign: true });
data.append(FP8x23 { mag: 1492661, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 3244081, sign: true });
data.append(FP8x23 { mag: 10706794, sign: true });
data.append(FP8x23 { mag: 18958928, sign: true });
data.append(FP8x23 { mag: 3353777, sign: true });
data.append(FP8x23 { mag: 37528560, sign: true });
data.append(FP8x23 { mag: 7473744, sign: false });
data.append(FP8x23 { mag: 5790740, sign: true });
data.append(FP8x23 { mag: 18114384, sign: false });
data.append(FP8x23 { mag: 1228071, sign: true });
data.append(FP8x23 { mag: 2115461, sign: true });
data.append(FP8x23 { mag: 11064842, sign: true });
data.append(FP8x23 { mag: 4650204, sign: false });
data.append(FP8x23 { mag: 2117008, sign: false });
data.append(FP8x23 { mag: 3066889, sign: false });
data.append(FP8x23 { mag: 12395364, sign: true });
data.append(FP8x23 { mag: 11292374, sign: true });
data.append(FP8x23 { mag: 1926478, sign: false });
data.append(FP8x23 { mag: 9694338, sign: false });
data.append(FP8x23 { mag: 12846217, sign: true });
data.append(FP8x23 { mag: 6915843, sign: false });
data.append(FP8x23 { mag: 1307795, sign: false });
data.append(FP8x23 { mag: 4985127, sign: false });
data.append(FP8x23 { mag: 4480469, sign: true });
data.append(FP8x23 { mag: 14326418, sign: false });
data.append(FP8x23 { mag: 4790479, sign: false });
data.append(FP8x23 { mag: 12347656, sign: false });
data.append(FP8x23 { mag: 24547608, sign: false });
data.append(FP8x23 { mag: 10357171, sign: true });
data.append(FP8x23 { mag: 6391847, sign: false });
data.append(FP8x23 { mag: 27053802, sign: tru |
e });
data.append(FP8x23 { mag: 8298346, sign: true });
data.append(FP8x23 { mag: 1500052, sign: false });
data.append(FP8x23 { mag: 7390910, sign: false });
data.append(FP8x23 { mag: 5305790, sign: false });
data.append(FP8x23 { mag: 28702554, sign: false });
data.append(FP8x23 { mag: 3992515, sign: true });
data.append(FP8x23 { mag: 22513472, sign: true });
data.append(FP8x23 { mag: 9551410, sign: false });
data.append(FP8x23 { mag: 10288647, sign: false });
data.append(FP8x23 { mag: 501099, sign: false });
data.append(FP8x23 { mag: 175674, sign: false });
data.append(FP8x23 { mag: 12165864, sign: true });
data.append(FP8x23 { mag: 12648068, sign: false });
data.append(FP8x23 { mag: 1932084, sign: true });
data.append(FP8x23 { mag: 11462044, sign: false });
data.append(FP8x23 { mag: 1838592, sign: true });
data.append(FP8x23 { mag: 15893444, sign: true });
data.append(FP8x23 { mag: 7061486, sign: true });
data.append(FP8x23 { mag: 320677, sign: false });
data.append(FP8x23 { mag: 12322688, sign: false });
data.append(FP8x23 { mag: 1152384, sign: true });
data.append(FP8x23 { mag: 8876509, sign: true });
data.append(FP8x23 { mag: 1133718, sign: true });
data.append(FP8x23 { mag: 9388043, sign: true });
data.append(FP8x23 { mag: 13317113, sign: true });
data.append(FP8x23 { mag: 3277348, sign: false });
data.append(FP8x23 { mag: 21393756, sign: true });
data.append(FP8x23 { mag: 15482224, sign: true });
data.append(FP8x23 { mag: 12521701, sign: true });
data.append(FP8x23 { mag: 3392381, sign: true });
data.append(FP8x23 { mag: 1818300, sign: false });
data.append(FP8x23 { mag: 12425486, sign: true });
data.append(FP8x23 { mag: 26694168, sign: true });
data.append(FP8x23 { mag: 2028386, sign: false });
data.append(FP8x23 { mag: 47604776, sign: true });
data.append(FP8x23 { mag: 12058849, sign: true });
data.append(FP8x23 { mag: 5851246, sign: true });
data.append( |
FP8x23 { mag: 7294009, sign: false });
data.append(FP8x23 { mag: 6121678, sign: false });
data.append(FP8x23 { mag: 790016, sign: true });
data.append(FP8x23 { mag: 7578667, sign: true });
data.append(FP8x23 { mag: 7450989, sign: false });
data.append(FP8x23 { mag: 11979960, sign: true });
data.append(FP8x23 { mag: 9764177, sign: false });
data.append(FP8x23 { mag: 5534756, sign: false });
data.append(FP8x23 { mag: 16585565, sign: true });
data.append(FP8x23 { mag: 1930917, sign: false });
data.append(FP8x23 { mag: 9688134, sign: false });
data.append(FP8x23 { mag: 12447360, sign: true });
data.append(FP8x23 { mag: 9266335, sign: false });
data.append(FP8x23 { mag: 2768829, sign: true });
data.append(FP8x23 { mag: 6603410, sign: false });
data.append(FP8x23 { mag: 5405931, sign: true });
data.append(FP8x23 { mag: 21713060, sign: false });
data.append(FP8x23 { mag: 2523116, sign: false });
data.append(FP8x23 { mag: 23339766, sign: false });
data.append(FP8x23 { mag: 24896902, sign: false });
data.append(FP8x23 { mag: 10753976, sign: true });
data.append(FP8x23 { mag: 31634404, sign: false });
data.append(FP8x23 { mag: 14895410, sign: true });
data.append(FP8x23 { mag: 2570909, sign: true });
data.append(FP8x23 { mag: 1013971, sign: false });
data.append(FP8x23 { mag: 7304647, sign: false });
data.append(FP8x23 { mag: 1318246, sign: false });
data.append(FP8x23 { mag: 13296067, sign: false });
data.append(FP8x23 { mag: 4443571, sign: true });
data.append(FP8x23 { mag: 7558768, sign: true });
data.append(FP8x23 { mag: 8737636, sign: false });
data.append(FP8x23 { mag: 7994008, sign: false });
data.append(FP8x23 { mag: 4502029, sign: true });
data.append(FP8x23 { mag: 2793031, sign: true });
data.append(FP8x23 { mag: 8108336, sign: true });
data.append(FP8x23 { mag: 11312462, sign: false });
data.append(FP8x23 { mag: 3134164, sign: true });
data.append(FP8x23 { mag: 28352 |
826, sign: true });
data.append(FP8x23 { mag: 3892915, sign: true });
data.append(FP8x23 { mag: 10553366, sign: true });
data.append(FP8x23 { mag: 6404744, sign: true });
data.append(FP8x23 { mag: 1634334, sign: true });
data.append(FP8x23 { mag: 5114852, sign: false });
data.append(FP8x23 { mag: 1631376, sign: true });
data.append(FP8x23 { mag: 8711429, sign: true });
data.append(FP8x23 { mag: 906596, sign: true });
data.append(FP8x23 { mag: 9337071, sign: true });
data.append(FP8x23 { mag: 11280144, sign: true });
data.append(FP8x23 { mag: 2754582, sign: true });
data.append(FP8x23 { mag: 12085832, sign: true });
data.append(FP8x23 { mag: 9075175, sign: false });
data.append(FP8x23 { mag: 5795584, sign: true });
data.append(FP8x23 { mag: 581302, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis2() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(2), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 2055097, sign: false });
data.append(FP8x23 { mag: 4681757, sign: true });
data.append(FP8x23 { mag: 9467429, sign: true });
data.append(FP8x23 { mag: 10714904, sign: true });
data.append(FP8x23 { mag: 4545937, sign: true });
data.append(FP8x23 { mag: 6802699, sign: true });
data.append(FP8x23 { mag: 8448431, sign: false });
data.append(FP8x23 { mag: 1309417, sign: false });
data.append(FP8x23 { mag: 1427043, sign: true });
data.append(FP8x23 { mag: 16194403, sign: true });
data.append(FP8x23 { mag: 10729787, sign: false });
data.append(FP8x23 { mag: 11312058, sign: false });
data.append(FP8x23 { mag: 4344780, sign: true });
data.append(FP8x23 { mag: 2117222, sign: true });
data.append(FP8x23 { mag: 4305543, sign: true });
data.append(FP8x23 { mag: 19256026, sign: false });
data.append(FP8x23 { mag: 6015612, sign: true });
data.append(FP8x23 { mag: 3912062, sign: true });
data.append(FP8x23 { mag: 6010057, sign: true });
data.append(FP8x23 { mag: 5751897, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 1759247, sign: false });
data.append(FP8x23 { mag: 3714086, sign: true });
data.append(FP8x23 { mag: 1622474, sign: true });
data.append(FP8x23 { mag: 8081111, sign: false });
data.append(FP8x23 { mag: 15897326, sign: true });
data.append(FP8x23 { mag: 758940, sign: true });
data.append(FP8x23 { mag: 12821375, sign: true });
data.append(FP8x23 { mag: 5124450, sign: true });
data.append(FP8x23 { mag: 23434418, sign: false });
data.append(FP8x23 { mag: 3803789, sign: true });
data.append(FP8x23 { mag: 1614523, sign: true });
data.append(FP8x23 { mag: 5084428, sign: true });
data.append(FP8x23 { mag: 1234480, sign: true });
data.append(FP8x23 { mag: 16545990, sign: false });
data.append(FP8x23 { mag: 281637, sign: true });
data.append(FP8x23 { mag: 2667010, sign: false });
data.append(FP8x23 { mag: 10535491, sign: false });
data.append(FP8x23 { mag: 4933426, sign: true });
data.append(FP8x23 { mag: 327930, sign: true });
data.append(FP8x23 { mag: 4062404, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 1302729, sign: true });
data.append(FP8x23 { mag: 4831539, sign: false });
data.append(FP8x23 { mag: 2405890, sign: true });
data.append(FP8x23 { mag: 10269737, sign: false });
data.append(FP8x23 { mag: 22971448, sign: true });
data.append(FP8x23 { mag: 8658816, sign: true });
data.append(FP8x23 { mag: 8791916, sign: true });
data.append(FP8x23 { mag: 6457350, sign: true });
data.append(FP8x23 { mag: 23814312, sign: false });
data.append(FP8x23 { mag: 5515081, sign: false });
data.append(FP8x23 { mag: 8723604, sign: true });
data.append(FP8x23 { mag: 9736747, sign: false });
data.append(FP8x23 { mag: 2683101, sign: true });
data.append(FP8x23 { mag: 18170350, sign: false });
data.append(FP8x23 { mag: 3875810, sign: true });
data.append(FP8x23 { mag: 28814384, sign: false });
data.append(FP8x23 { mag: 12130002, sign: false });
data.append(FP8x23 { mag: 10525460, sign: true });
data.append(FP8x23 { mag: 1482957, sign: false });
data.append(FP8x23 { mag: 10778394, sign: true });
data.append(FP8x23 { mag: 2144567, sign: false });
data.append(FP8x23 { mag: 3213963, sign: true });
data.append(FP8x23 { mag: 1438178, sign: true });
data.append(FP8x23 { mag: 16459940, sign: false });
data.append(FP8x23 { mag: 14920009, sign: true });
data.append(FP8x23 { mag: 1688695, sign: false });
data.append(FP8x23 { mag: 5723649, sign: true });
data.append(FP8x23 { mag: 5762840, sign: true });
data.append(FP8x23 { mag: 23743028, sign: false });
data.append(FP8x23 { mag: 9072578, sign: false } |
);
data.append(FP8x23 { mag: 21630128, sign: true });
data.append(FP8x23 { mag: 4738203, sign: false });
data.append(FP8x23 { mag: 5646856, sign: false });
data.append(FP8x23 { mag: 12505231, sign: false });
data.append(FP8x23 { mag: 2750364, sign: true });
data.append(FP8x23 { mag: 11142692, sign: true });
data.append(FP8x23 { mag: 1450514, sign: false });
data.append(FP8x23 { mag: 8938924, sign: true });
data.append(FP8x23 { mag: 8347829, sign: true });
data.append(FP8x23 { mag: 10378059, sign: true });
data.append(FP8x23 { mag: 2397369, sign: false });
data.append(FP8x23 { mag: 10139759, sign: false });
data.append(FP8x23 { mag: 4029842, sign: true });
data.append(FP8x23 { mag: 13634148, sign: false });
data.append(FP8x23 { mag: 9718088, sign: true });
data.append(FP8x23 { mag: 5013421, sign: false });
data.append(FP8x23 { mag: 1567635, sign: true });
data.append(FP8x23 { mag: 6230074, sign: true });
data.append(FP8x23 { mag: 23594884, sign: false });
data.append(FP8x23 { mag: 5660413, sign: true });
data.append(FP8x23 { mag: 4544134, sign: false });
data.append(FP8x23 { mag: 5145321, sign: false });
data.append(FP8x23 { mag: 1044552, sign: true });
data.append(FP8x23 { mag: 15062652, sign: false });
data.append(FP8x23 { mag: 1170275, sign: true });
data.append(FP8x23 { mag: 7297682, sign: false });
data.append(FP8x23 { mag: 4021705, sign: false });
data.append(FP8x23 { mag: 2420450, sign: true });
data.append(FP8x23 { mag: 9646560, sign: true });
data.append(FP8x23 { mag: 3731646, sign: true });
data.append(FP8x23 { mag: 2374416, sign: false });
data.append(FP8x23 { mag: 4568049, sign: false });
data.append(FP8x23 { mag: 20037666, sign: true });
data.append(FP8x23 { mag: 15425628, sign: false });
data.append(FP8x23 { mag: 24479156, sign: true });
data.append(FP8x23 { mag: 13813299, sign: false });
data.append(FP8x23 { mag: 5914193, sign: true });
data.append(F |
P8x23 { mag: 5106312, sign: true });
data.append(FP8x23 { mag: 23249850, sign: false });
data.append(FP8x23 { mag: 7863789, sign: true });
data.append(FP8x23 { mag: 2931223, sign: false });
data.append(FP8x23 { mag: 10148270, sign: true });
data.append(FP8x23 { mag: 1659329, sign: false });
data.append(FP8x23 { mag: 16533875, sign: false });
data.append(FP8x23 { mag: 947778, sign: false });
data.append(FP8x23 { mag: 1996097, sign: true });
data.append(FP8x23 { mag: 12094645, sign: false });
data.append(FP8x23 { mag: 10551688, sign: true });
data.append(FP8x23 { mag: 436736, sign: true });
data.append(FP8x23 { mag: 8262162, sign: true });
data.append(FP8x23 { mag: 800841, sign: false });
data.append(FP8x23 { mag: 4740033, sign: true });
data.append(FP8x23 { mag: 1154255, sign: false });
data.append(FP8x23 { mag: 22071580, sign: false });
data.append(FP8x23 { mag: 13414370, sign: true });
data.append(FP8x23 { mag: 6956623, sign: false });
data.append(FP8x23 { mag: 425380, sign: false });
data.append(FP8x23 { mag: 7490499, sign: true });
data.append(FP8x23 { mag: 20456024, sign: false });
data.append(FP8x23 { mag: 6724115, sign: true });
data.append(FP8x23 { mag: 6617779, sign: true });
data.append(FP8x23 { mag: 4948384, sign: false });
data.append(FP8x23 { mag: 4572023, sign: false });
data.append(FP8x23 { mag: 13733747, sign: false });
data.append(FP8x23 { mag: 366789, sign: false });
data.append(FP8x23 { mag: 8627705, sign: true });
data.append(FP8x23 { mag: 11436292, sign: false });
data.append(FP8x23 { mag: 7720046, sign: true });
data.append(FP8x23 { mag: 4280700, sign: true });
data.append(FP8x23 { mag: 596352, sign: true });
data.append(FP8x23 { mag: 135641, sign: true });
data.append(FP8x23 { mag: 1580582, sign: true });
data.append(FP8x23 { mag: 7475112, sign: false });
data.append(FP8x23 { mag: 9973263, sign: false });
data.append(FP8x23 { mag: 23622258, sign: |
true });
data.append(FP8x23 { mag: 14936001, sign: true });
data.append(FP8x23 { mag: 11125128, sign: true });
data.append(FP8x23 { mag: 4605262, sign: true });
data.append(FP8x23 { mag: 24842062, sign: false });
data.append(FP8x23 { mag: 8487889, sign: false });
data.append(FP8x23 { mag: 7613585, sign: false });
data.append(FP8x23 { mag: 20572216, sign: true });
data.append(FP8x23 { mag: 1407370, sign: true });
data.append(FP8x23 { mag: 16143629, sign: false });
data.append(FP8x23 { mag: 2145556, sign: false });
data.append(FP8x23 { mag: 4857438, sign: true });
data.append(FP8x23 { mag: 15467646, sign: false });
data.append(FP8x23 { mag: 13730522, sign: true });
data.append(FP8x23 { mag: 782145, sign: true });
data.append(FP8x23 { mag: 6308927, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis3() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(3), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 3788502, sign: false });
data.append(FP8x23 { mag: 4378064, sign: true });
data.append(FP8x23 { mag: 686928, sign: true });
data.append(FP8x23 { mag: 8276067, sign: true });
data.append(FP8x23 { mag: 2591624, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14176189, sign: false });
data.append(FP8x23 { mag: 13256247, sign: false });
data.append(FP8x23 { mag: 7459632, sign: true });
data.append(FP8x23 { mag: 2183266, sign: false });
data.append(FP8x23 { mag: 3222205, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 10687401, sign: false });
data.append(FP8x23 { mag: 18501866, sign: false });
data.append(FP8x23 { mag: 7720244, sign: true });
data.append(FP8x23 { mag: 1007289, sign: false });
data.append(FP8x23 { mag: 918086, sign: true });
data.append(FP8x23 { mag: 20068066, sign: false });
data.append(FP8x23 { mag: 10312502, sign: false });
data.append(FP8x23 { mag: 6596813, sign: true });
data.append(FP8x23 { mag: 4552789, sign: false });
data.append(FP8x23 { mag: 4998041, sign: false });
data.append(FP8x23 { mag: 10128268, sign: false });
data.append(FP8x23 { mag: 7354607, sign: false });
data.append(FP8x23 { mag: 7563708, sign: true });
data.append(FP8x23 { mag: 12087002, sign: false });
data.append(FP8x23 { mag: 1237964, sign: false });
data.append(FP8x23 { mag: 18442268, sign: false });
data.append(FP8x23 { mag: 15300608, sign: false });
data.append(FP8x23 { mag: 8281400, sign: true });
data.append(FP8x23 { mag: 6342275, sign: false });
data.append(FP8x23 { mag: 6728317, sign: false });
data.append(FP8x23 { mag: 18537474, sign: false });
data.append(FP8x23 { mag: 12175616, sign: false });
data.append(FP8x23 { mag: 7813574, sign: true });
data.append(FP8x23 { mag: 17309800, sign: false });
data.append(FP8x23 { mag: 3443862, sign: false });
data.append(FP8x23 { mag: 13112224, sign: false });
data.append(FP8x23 { mag: 5033589, sign: false });
data.append(FP8x23 { mag: 7108840, sign: true });
data.append(FP8x23 { mag: 2370007, sign: false });
data.append(FP8x23 { mag: 5979892, sign |
: false });
data.append(FP8x23 { mag: 9399040, sign: false });
data.append(FP8x23 { mag: 10599692, sign: false });
data.append(FP8x23 { mag: 6725607, sign: true });
data.append(FP8x23 { mag: 8720121, sign: true });
data.append(FP8x23 { mag: 2171889, sign: false });
data.append(FP8x23 { mag: 10271292, sign: false });
data.append(FP8x23 { mag: 8856792, sign: false });
data.append(FP8x23 { mag: 7844595, sign: true });
data.append(FP8x23 { mag: 4803428, sign: true });
data.append(FP8x23 { mag: 6795485, sign: false });
data.append(FP8x23 { mag: 17807714, sign: false });
data.append(FP8x23 { mag: 20838886, sign: false });
data.append(FP8x23 { mag: 8086314, sign: true });
data.append(FP8x23 { mag: 105801, sign: true });
data.append(FP8x23 { mag: 4298992, sign: false });
data.append(FP8x23 { mag: 10501791, sign: false });
data.append(FP8x23 { mag: 5582881, sign: false });
data.append(FP8x23 { mag: 6796975, sign: true });
data.append(FP8x23 { mag: 2603986, sign: false });
data.append(FP8x23 { mag: 2619135, sign: false });
data.append(FP8x23 { mag: 15345391, sign: false });
data.append(FP8x23 { mag: 7680755, sign: false });
data.append(FP8x23 { mag: 6432286, sign: true });
data.append(FP8x23 { mag: 3431878, sign: true });
data.append(FP8x23 { mag: 5204896, sign: false });
data.append(FP8x23 { mag: 13113800, sign: false });
data.append(FP8x23 { mag: 9725064, sign: false });
data.append(FP8x23 { mag: 6484407, sign: true });
data.append(FP8x23 { mag: 9486773, sign: true });
data.append(FP8x23 { mag: 4560893, sign: false });
data.append(FP8x23 { mag: 14081383, sign: false });
data.append(FP8x23 { mag: 19622632, sign: false });
data.append(FP8x23 { mag: 8223578, sign: true });
data.append(FP8x23 { mag: 8021712, sign: false });
data.append(FP8x23 { mag: 442630, sign: false });
data.append(FP8x23 { mag: 6884316, sign: false });
data.append(FP8x23 { mag: 8932191, sign: false });
da |
ta.append(FP8x23 { mag: 7594812, sign: true });
data.append(FP8x23 { mag: 385854, sign: true });
data.append(FP8x23 { mag: 2108179, sign: false });
data.append(FP8x23 { mag: 20355344, sign: false });
data.append(FP8x23 { mag: 16189169, sign: false });
data.append(FP8x23 { mag: 6603276, sign: true });
data.append(FP8x23 { mag: 2181112, sign: true });
data.append(FP8x23 { mag: 3848914, sign: false });
data.append(FP8x23 { mag: 12701286, sign: false });
data.append(FP8x23 { mag: 15061858, sign: false });
data.append(FP8x23 { mag: 8757626, sign: true });
data.append(FP8x23 { mag: 2480438, sign: false });
data.append(FP8x23 { mag: 5948392, sign: false });
data.append(FP8x23 { mag: 14269568, sign: false });
data.append(FP8x23 { mag: 7047774, sign: false });
data.append(FP8x23 { mag: 7718220, sign: true });
data.append(FP8x23 { mag: 16099773, sign: false });
data.append(FP8x23 { mag: 3578917, sign: false });
data.append(FP8x23 { mag: 10858196, sign: false });
data.append(FP8x23 { mag: 9199796, sign: false });
data.append(FP8x23 { mag: 6549769, sign: true });
data.append(FP8x23 { mag: 8350657, sign: true });
data.append(FP8x23 { mag: 3219648, sign: false });
data.append(FP8x23 { mag: 12119373, sign: false });
data.append(FP8x23 { mag: 9431783, sign: false });
data.append(FP8x23 { mag: 6461031, sign: true });
data.append(FP8x23 { mag: 8869742, sign: true });
data.append(FP8x23 { mag: 3772824, sign: false });
data.append(FP8x23 { mag: 8127924, sign: false });
data.append(FP8x23 { mag: 16584150, sign: false });
data.append(FP8x23 { mag: 8071290, sign: true });
data.append(FP8x23 { mag: 4320410, sign: true });
data.append(FP8x23 { mag: 1459009, sign: false });
data.append(FP8x23 { mag: 11231873, sign: false });
data.append(FP8x23 { mag: 14567803, sign: false });
data.append(FP8x23 { mag: 6898410, sign: true });
data.append(FP8x23 { mag: 2296813, sign: false });
data.append(FP8x23 |
{ mag: 1721236, sign: true });
data.append(FP8x23 { mag: 20783392, sign: false });
data.append(FP8x23 { mag: 13201518, sign: false });
data.append(FP8x23 { mag: 7591836, sign: true });
data.append(FP8x23 { mag: 11113338, sign: false });
data.append(FP8x23 { mag: 5476785, sign: false });
data.append(FP8x23 { mag: 19358212, sign: false });
data.append(FP8x23 { mag: 20245408, sign: false });
data.append(FP8x23 { mag: 7649984, sign: true });
data.append(FP8x23 { mag: 1763582, sign: true });
data.append(FP8x23 { mag: 4583921, sign: false });
data.append(FP8x23 { mag: 12314612, sign: false });
data.append(FP8x23 { mag: 17131904, sign: false });
data.append(FP8x23 { mag: 8786219, sign: true });
data.append(FP8x23 { mag: 2707669, sign: false });
data.append(FP8x23 { mag: 4495219, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis_negative_1() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(-1), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 11768025, sign: false });
data.append(FP8x23 { mag: 16293154, sign: false });
data.append(FP8x23 { mag: 1357895, sign: true });
data.append(FP8x23 { mag: 10771229, sign: true });
data.append(FP8x23 { mag: 1256579, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14856029, sign: true });
data.append(FP8x23 { mag: 11603919, sign: false });
data.append(FP8x23 { mag: 2672200, sign: false });
data.append(FP8x23 { mag: 513076, sign: false });
data.append(FP8x23 { mag: 16056013, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 25693068, sign: true });
data.append(FP8x23 { mag: 7917877, sign: true });
data.append(FP8x23 { mag: 2157031, sign: false });
data.append(FP8x23 { mag: 1017447, sign: true });
data.append(FP8x23 { mag: 14048544, sign: true });
data.append(FP8x23 { mag: 3445597, sign: false });
data.append(FP8x23 { mag: 22559194, sign: false });
data.append(FP8x23 { mag: 4377790, sign: false });
data.append(FP8x23 { mag: 3596989, sign: false });
data.append(FP8x23 { mag: 16917048, sign: true });
data.append(FP8x23 { mag: 27429874, sign: true });
data.append(FP8x23 { mag: 33567124, sign: false });
data.append(FP8x23 { mag: 2466467, sign: false });
data.append(FP8x23 { mag: 13402702, sign: false });
data.append(FP8x23 { mag: 15093930, sign: true });
data.append(FP8x23 { mag: 1604535, sign: true });
data.append(FP8x23 { mag: 3995742, sign: false });
data.append(FP8x23 { mag: 1047758, sign: false });
data.append(FP8x23 { mag: 5925989, sign: false });
data.append(FP8x23 { mag: 17755992, sign: true });
data.append(FP8x23 { mag: 1308801, sign: true });
data.append(FP8x23 { mag: 15625532, sign: false });
data.append(FP8x23 { mag: 1972539, sign: false });
data.append(FP8x23 { mag: 20200126, sign: false });
data.append(FP8x23 { mag: 16163486, sign: true });
data.append(FP8x23 { mag: 18160966, sign: true });
data.append(FP8x23 { mag: 42204896, sign: false });
data.append(FP8x23 { mag: 3365634, sign: false });
data.append(FP8x23 { mag: 756118, sign: false });
data.append(FP8x23 { mag: 17393110, sign: |
true });
data.append(FP8x23 { mag: 29695036, sign: true });
data.append(FP8x23 { mag: 21490404, sign: false });
data.append(FP8x23 { mag: 4123195, sign: false });
data.append(FP8x23 { mag: 13677586, sign: true });
data.append(FP8x23 { mag: 15546755, sign: true });
data.append(FP8x23 { mag: 26985604, sign: true });
data.append(FP8x23 { mag: 27976678, sign: false });
data.append(FP8x23 { mag: 1911217, sign: false });
data.append(FP8x23 { mag: 8580043, sign: true });
data.append(FP8x23 { mag: 17788560, sign: true });
data.append(FP8x23 { mag: 3575616, sign: true });
data.append(FP8x23 { mag: 16615201, sign: true });
data.append(FP8x23 { mag: 1433398, sign: false });
data.append(FP8x23 { mag: 2466125, sign: true });
data.append(FP8x23 { mag: 16578106, sign: true });
data.append(FP8x23 { mag: 26269618, sign: true });
data.append(FP8x23 { mag: 40160680, sign: false });
data.append(FP8x23 { mag: 3982118, sign: false });
data.append(FP8x23 { mag: 1060640, sign: false });
data.append(FP8x23 { mag: 15763607, sign: true });
data.append(FP8x23 { mag: 11224197, sign: true });
data.append(FP8x23 { mag: 32353352, sign: false });
data.append(FP8x23 { mag: 4703022, sign: false });
data.append(FP8x23 { mag: 6794984, sign: true });
data.append(FP8x23 { mag: 17017344, sign: true });
data.append(FP8x23 { mag: 18156072, sign: true });
data.append(FP8x23 { mag: 24745368, sign: false });
data.append(FP8x23 { mag: 4599990, sign: false });
data.append(FP8x23 { mag: 14675376, sign: true });
data.append(FP8x23 { mag: 16705092, sign: true });
data.append(FP8x23 { mag: 15150520, sign: true });
data.append(FP8x23 { mag: 12088855, sign: true });
data.append(FP8x23 { mag: 1162058, sign: false });
data.append(FP8x23 { mag: 8111762, sign: false });
data.append(FP8x23 { mag: 14708304, sign: true });
data.append(FP8x23 { mag: 37506388, sign: true });
data.append(FP8x23 { mag: 27696080, sign: false }); |
data.append(FP8x23 { mag: 2404980, sign: false });
data.append(FP8x23 { mag: 2830611, sign: true });
data.append(FP8x23 { mag: 15515864, sign: true });
data.append(FP8x23 { mag: 4337955, sign: false });
data.append(FP8x23 { mag: 688924, sign: false });
data.append(FP8x23 { mag: 4365013, sign: false });
data.append(FP8x23 { mag: 5167124, sign: true });
data.append(FP8x23 { mag: 16359880, sign: true });
data.append(FP8x23 { mag: 19437442, sign: true });
data.append(FP8x23 { mag: 4884262, sign: false });
data.append(FP8x23 { mag: 106371, sign: false });
data.append(FP8x23 { mag: 899843, sign: false });
data.append(FP8x23 { mag: 17377838, sign: true });
data.append(FP8x23 { mag: 14565970, sign: true });
data.append(FP8x23 { mag: 34709016, sign: false });
data.append(FP8x23 { mag: 2161031, sign: false });
data.append(FP8x23 { mag: 18625288, sign: false });
data.append(FP8x23 { mag: 16228969, sign: true });
data.append(FP8x23 { mag: 25162534, sign: true });
data.append(FP8x23 { mag: 26700174, sign: false });
data.append(FP8x23 { mag: 4470785, sign: false });
data.append(FP8x23 { mag: 13196732, sign: true });
data.append(FP8x23 { mag: 16054773, sign: true });
data.append(FP8x23 { mag: 21245010, sign: true });
data.append(FP8x23 { mag: 25836828, sign: false });
data.append(FP8x23 { mag: 4646199, sign: false });
data.append(FP8x23 { mag: 13872315, sign: true });
data.append(FP8x23 { mag: 16322987, sign: true });
data.append(FP8x23 { mag: 33643436, sign: true });
data.append(FP8x23 { mag: 781014, sign: true });
data.append(FP8x23 { mag: 1463096, sign: false });
data.append(FP8x23 { mag: 7951401, sign: true });
data.append(FP8x23 { mag: 15201107, sign: true });
data.append(FP8x23 { mag: 24001804, sign: true });
data.append(FP8x23 { mag: 6722907, sign: false });
data.append(FP8x23 { mag: 3781605, sign: false });
data.append(FP8x23 { mag: 660857, sign: false });
data.append(FP8x |
23 { mag: 13659127, sign: true });
data.append(FP8x23 { mag: 5667579, sign: false });
data.append(FP8x23 { mag: 11807596, sign: false });
data.append(FP8x23 { mag: 2410864, sign: false });
data.append(FP8x23 { mag: 12135487, sign: false });
data.append(FP8x23 { mag: 17149172, sign: true });
data.append(FP8x23 { mag: 1240615, sign: false });
data.append(FP8x23 { mag: 14406547, sign: true });
data.append(FP8x23 { mag: 2295918, sign: false });
data.append(FP8x23 { mag: 4623713, sign: true });
data.append(FP8x23 { mag: 16716257, sign: true });
data.append(FP8x23 { mag: 20638546, sign: true });
data.append(FP8x23 { mag: 2819504, sign: true });
data.append(FP8x23 { mag: 49850, sign: false });
data.append(FP8x23 { mag: 1195583, sign: false });
data.append(FP8x23 { mag: 16673249, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis_negative_2() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(2), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8254028, sign: false });
data.append(FP8x23 { mag: 15690628, sign: false });
data.append(FP8x23 { mag: 5515815, sign: false });
data.append(FP8x23 { mag: 5436207, sign: false });
data.append(FP8x23 { mag: 4444335, sign: false });
data.append(FP8x23 { mag: 1122784, sign: false });
data.append(FP8x23 { mag: 12881007, sign: false });
data.append(FP8x23 { mag: 2781310, sign: true });
data.append(FP8x23 { mag: 582197, sign: false });
data.append(FP8x23 { mag: 2891656, sign: false });
data.append(FP8x23 { mag: 1856695, sign: true });
data.append(FP8x23 { mag: 2058841, sign: false });
data.append(FP8x23 { mag: 1014957, sign: true });
data.append(FP8x23 { mag: 9724722, sign: true });
data.append(FP8x23 { mag: 22497248, sign: true });
data.append(FP8x23 { mag: 12912647, sign: false });
data.append(FP8x23 { mag: 10905704, sign: true });
data.append(FP8x23 { mag: 3390802, sign: false });
data.append(FP8x23 { mag: 14589767, sign: true });
data.append(FP8x23 { mag: 8773874, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8789918, sign: true });
data.append(FP8x23 { mag: 14437992, sign: false });
data.append(FP8x23 { mag: 86356, sign: true });
data.append(FP8x23 { mag: 3036480, sign: true });
data.append(FP8x23 { mag: 6736255, sign: true });
data.append(FP8x23 { mag: 5972939, sign: false });
data.append(FP8x23 { mag: 2010263, sign: false });
data.append(FP8x23 { mag: 6592165, sign: false });
data.append(FP8x23 { mag: 764864, sign: false });
data.append(FP8x23 { mag: 6630163, sign: true });
data.append(FP8x23 { mag: 13792561, sign: true });
data.append(FP8x23 { mag: 7577680, sign: true });
data.append(FP8x23 { mag: 12301127, sign: false });
data.append(FP8x23 { mag: 2468466, sign: false });
data.append(FP8x23 { mag: 766822, sign: true });
data.append(FP8x23 { mag: 9420083, sign: false });
data.append(FP8x23 { mag: 2868397, sign: false });
data.append(FP8x23 { mag: 9292738, sign: true });
data.append(FP8x23 { mag: 6785176, sign: false });
data.append(FP8x23 { mag: 18482062, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 21087944, sign: true });
data.append(FP8x23 { mag: 14202160, sign: true });
data.append(FP8x23 { mag: 370069, sign: false });
data.append(FP8x23 { mag: 4146880, sign: true });
data.append(FP8x23 { mag: 179760, sign: false });
data.append(FP8x23 { mag: 7276812, sign: false });
data.append(FP8x23 { mag: 8153829, sign: false });
data.append(FP8x23 { mag: 9423354, sign: false });
data.append(FP8x23 { mag: 609877, sign: false });
data.append(FP8x23 { mag: 8294132, sign: true });
data.append(FP8x23 { mag: 12562397, sign: true });
data.append(FP8x23 { mag: 4880166, sign: true });
data.append(FP8x23 { mag: 11962724, sign: false });
data.append(FP8x23 { mag: 9929396, sign: false });
data.append(FP8x23 { mag: 19547024, sign: true });
data.append(FP8x23 { mag: 26953908, sign: false });
data.append(FP8x23 { mag: 5759087, sign: false });
data.append(FP8x23 { mag: 4445810, sign: true });
data.append(FP8x23 { mag: 11181212, sign: false });
data.append(FP8x23 { mag: 28726552, sign: true });
data.append(FP8x23 { mag: 7242334, sign: true });
data.append(FP8x23 { mag: 12761861, sign: false });
data.append(FP8x23 { mag: 193729, sign: true });
data.append(FP8x23 { mag: 7287480, sign: true });
data.append(FP8x23 { mag: 7691729, sign: true });
data.append(FP8x23 { mag: 5568957, sign: false });
data.append(FP8x23 { mag: 12831901, sign: false });
data.append(FP8x23 { mag: 7948158, sign: false });
data.append(FP8x23 { mag: 638959, sign: false });
data.append(FP8x23 { mag: 8929355, sign: true }); |
data.append(FP8x23 { mag: 10329036, sign: true });
data.append(FP8x23 { mag: 5789921, sign: true });
data.append(FP8x23 { mag: 13908634, sign: false });
data.append(FP8x23 { mag: 16091354, sign: true });
data.append(FP8x23 { mag: 13666367, sign: true });
data.append(FP8x23 { mag: 159615, sign: false });
data.append(FP8x23 { mag: 13601758, sign: true });
data.append(FP8x23 { mag: 5820949, sign: true });
data.append(FP8x23 { mag: 12683600, sign: true });
data.append(FP8x23 { mag: 28115886, sign: true });
data.append(FP8x23 { mag: 6226987, sign: true });
data.append(FP8x23 { mag: 31992340, sign: true });
data.append(FP8x23 { mag: 1316199, sign: false });
data.append(FP8x23 { mag: 5853814, sign: true });
data.append(FP8x23 { mag: 12777388, sign: true });
data.append(FP8x23 { mag: 5020211, sign: false });
data.append(FP8x23 { mag: 19168420, sign: false });
data.append(FP8x23 { mag: 8940602, sign: false });
data.append(FP8x23 { mag: 699398, sign: false });
data.append(FP8x23 { mag: 6298646, sign: true });
data.append(FP8x23 { mag: 14858262, sign: true });
data.append(FP8x23 { mag: 5715824, sign: true });
data.append(FP8x23 { mag: 12345495, sign: false });
data.append(FP8x23 { mag: 4344728, sign: true });
data.append(FP8x23 { mag: 5410113, sign: true });
data.append(FP8x23 { mag: 12525305, sign: false });
data.append(FP8x23 { mag: 8940445, sign: true });
data.append(FP8x23 { mag: 11470874, sign: true });
data.append(FP8x23 { mag: 15836346, sign: true });
data.append(FP8x23 { mag: 17977528, sign: true });
data.append(FP8x23 { mag: 6319176, sign: true });
data.append(FP8x23 { mag: 13319088, sign: true });
data.append(FP8x23 { mag: 10642511, sign: false });
data.append(FP8x23 { mag: 6762721, sign: true });
data.append(FP8x23 { mag: 1653770, sign: false });
data.append(FP8x23 { mag: 3567792, sign: false });
data.append(FP8x23 { mag: 12541384, sign: false });
data.append(FP8x2 |
3 { mag: 6553638, sign: false });
data.append(FP8x23 { mag: 840163, sign: false });
data.append(FP8x23 { mag: 5905214, sign: true });
data.append(FP8x23 { mag: 14579163, sign: true });
data.append(FP8x23 { mag: 8499320, sign: true });
data.append(FP8x23 { mag: 12977132, sign: false });
data.append(FP8x23 { mag: 2412819, sign: false });
data.append(FP8x23 { mag: 5657099, sign: false });
data.append(FP8x23 { mag: 6293111, sign: false });
data.append(FP8x23 { mag: 5694987, sign: false });
data.append(FP8x23 { mag: 4423076, sign: true });
data.append(FP8x23 { mag: 6521042, sign: false });
data.append(FP8x23 { mag: 24888322, sign: true });
data.append(FP8x23 { mag: 12639230, sign: true });
data.append(FP8x23 { mag: 17876392, sign: false });
data.append(FP8x23 { mag: 1704105, sign: true });
data.append(FP8x23 { mag: 10134546, sign: true });
data.append(FP8x23 { mag: 9163717, sign: true });
data.append(FP8x23 { mag: 4699486, sign: false });
data.append(FP8x23 { mag: 22207096, sign: false });
data.append(FP8x23 { mag: 11617848, sign: false });
data.append(FP8x23 { mag: 1979972, sign: false });
data.append(FP8x23 { mag: 6108713, sign: true });
data.append(FP8x23 { mag: 12926792, sign: true });
data.append(FP8x23 { mag: 5751667, sign: true });
data.append(FP8x23 { mag: 13657549, sign: false });
data.append(FP8x23 { mag: 10448591, sign: true });
data.append(FP8x23 { mag: 2621331, sign: false });
data.append(FP8x23 { mag: 1846107, sign: false });
data.append(FP8x23 { mag: 4501459, sign: false });
data.append(FP8x23 { mag: 6877419, sign: true });
data.append(FP8x23 { mag: 2810404, sign: true });
data.append(FP8x23 { mag: 13194988, sign: true });
data.append(FP8x23 { mag: 16400489, sign: true });
data.append(FP8x23 { mag: 7287681, sign: false });
data.append(FP8x23 { mag: 5386697, sign: true });
data.append(FP8x23 { mag: 3996463, sign: true });
data.append(FP8x23 { mag: 816025, sig |
n: false });
data.append(FP8x23 { mag: 8312861, sign: false });
data.append(FP8x23 { mag: 4596467, sign: false });
data.append(FP8x23 { mag: 5489366, sign: false });
data.append(FP8x23 { mag: 190582, sign: false });
data.append(FP8x23 { mag: 8824953, sign: true });
data.append(FP8x23 { mag: 15389404, sign: true });
data.append(FP8x23 { mag: 10396522, sign: true });
data.append(FP8x23 { mag: 12260739, sign: false });
data.append(FP8x23 { mag: 620359, sign: false });
data.append(FP8x23 { mag: 11915708, sign: false });
data.append(FP8x23 { mag: 4374361, sign: false });
data.append(FP8x23 { mag: 11809902, sign: false });
data.append(FP8x23 { mag: 1667804, sign: true });
data.append(FP8x23 { mag: 5682543, sign: false });
data.append(FP8x23 { mag: 21908880, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis_negative_3() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(-3), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 4015916, sign: false });
data.append(FP8x23 { mag: 9874032, sign: true });
data.append(FP8x23 { mag: 8467489, sign: false });
data.append(FP8x23 { mag: 4415316, sign: true });
data.append(FP8x23 { mag: 263255, sign: true });
data.append(FP8x23 { mag: 14018546, sign: true });
data.append(FP8x23 { mag: 831957, sign: true });
data.append(FP8x23 { mag: 2773992, sign: false });
data.append(FP8x23 { mag: 7052111, sign: false });
data.append(FP8x23 { mag: 10508586, sign: false });
data.append(FP8x23 { mag: 9333348, sign: false });
data.append(FP8x23 { mag: 6120022, sign: true });
data.append(FP8x23 { mag: 2919362, sign: false });
data.append(FP8x23 { mag: 6599845, sign: false });
data.append(FP8x23 { mag: 5617565, sign: true });
data.append(FP8x23 { mag: 1982437, sign: false });
data.append(FP8x23 { mag: 2318222, sign: true });
data.append(FP8x23 { mag: 6877898, sign: true });
data.append(FP8x23 { mag: 4843686, sign: true });
data.append(FP8x23 { mag: 4281547, sign: true });
data.append(FP8x23 { mag: 9020321, sign: false });
data.append(FP8x23 { mag: 7121201, sign: true });
data.append(FP8x23 { mag: 1936677, sign: true });
data.append(FP8x23 { mag: 3342963, sign: false });
data.append(FP8x23 { mag: 298643, sign: true });
data.append(FP8x23 { mag: 5599239, sign: false });
data.append(FP8x23 { mag: 9816171, sign: true });
data.append(FP8x23 { mag: 2305190, sign: true });
data.append(FP8x23 { mag: 7276842, sign: true });
data.append(FP8x23 { mag: 13293301, sign: false });
data.append(FP8x23 { mag: 4 |
150123, sign: false });
data.append(FP8x23 { mag: 6761773, sign: false });
data.append(FP8x23 { mag: 19059686, sign: true });
data.append(FP8x23 { mag: 9122647, sign: false });
data.append(FP8x23 { mag: 2738195, sign: false });
data.append(FP8x23 { mag: 3539305, sign: true });
data.append(FP8x23 { mag: 3442799, sign: true });
data.append(FP8x23 { mag: 7286815, sign: false });
data.append(FP8x23 { mag: 3449812, sign: true });
data.append(FP8x23 { mag: 6301439, sign: true });
data.append(FP8x23 { mag: 27827, sign: false });
data.append(FP8x23 { mag: 16922668, sign: false });
data.append(FP8x23 { mag: 6773437, sign: false });
data.append(FP8x23 { mag: 8139997, sign: false });
data.append(FP8x23 { mag: 6658577, sign: true });
data.append(FP8x23 { mag: 6401045, sign: true });
data.append(FP8x23 { mag: 13884754, sign: true });
data.append(FP8x23 { mag: 1770918, sign: true });
data.append(FP8x23 { mag: 6725222, sign: true });
data.append(FP8x23 { mag: 15731397, sign: true });
data.append(FP8x23 { mag: 2697259, sign: false });
data.append(FP8x23 { mag: 5132627, sign: true });
data.append(FP8x23 { mag: 7225220, sign: true });
data.append(FP8x23 { mag: 19265056, sign: false });
data.append(FP8x23 { mag: 2468254, sign: true });
data.append(FP8x23 { mag: 9273583, sign: false });
data.append(FP8x23 { mag: 10740621, sign: true });
data.append(FP8x23 { mag: 9934493, sign: false });
data.append(FP8x23 { mag: 11214323, sign: false });
data.append(FP8x23 { mag: 2580905, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 5269800, sign: false });
data.append(FP8x23 { mag: 26437698, sign: false });
data.append(FP8x23 { mag: 7881796, sign: true });
data.append(FP8x23 { mag: 496681, sign: true });
data.append(FP8x23 { mag: 3823099, sign: true });
data.append(FP8x23 { mag: 7108821, sign: true });
data.append(FP8x23 { mag: 5930229, sign: false });
data.append(FP8x23 { mag: 11642453, sign: false });
data.append(FP8x23 { mag: 142364, sign: true });
data.append(FP8x23 { mag: 15029132, sign: false });
data.append(FP8x23 { mag: 6182555, sign: true });
data.append(FP8x23 { mag: 6906046, sign: false });
data.append(FP8x23 { mag: 13535761, sign: false });
data.append(FP8x23 { mag: 15033282, sign: true });
data.append(FP8x23 { mag: 7360644, sign: true });
data.append(FP8x23 { mag: 12940572, sign: true });
data.append(FP8x23 { mag: 2081043, sign: true });
data.append(FP8x23 { mag: 7708528, sign: false });
data.append(FP8x23 { mag: 4226297, sign: true });
data.append(FP8x23 { mag: 5764964, sign: true });
data.append(FP8x23 { mag: 2288960, sign: true });
data.append(FP8x23 { mag: 821999, sign: false });
data.append(FP8x23 { mag: 207150, sign: false });
data.append(FP8x23 { mag: 15723386, sign: true });
data.append(FP8x23 { mag: 15068840, sign: false });
data.append(FP8x23 { mag: 8499812, sign: true });
data.append(FP8x23 { mag: 6200952, sign: false });
data.append(FP8x23 { mag: 2097368, sign: false });
data.append(FP8x23 { mag: 2254739, sign: true });
data.append(FP8x23 { mag: 3738338, sign: true });
data.append(FP8x23 { ma |
g: 3717253, sign: true });
data.append(FP8x23 { mag: 2772971, sign: true });
data.append(FP8x23 { mag: 1447187, sign: true });
data.append(FP8x23 { mag: 6541738, sign: true });
data.append(FP8x23 { mag: 12934512, sign: false });
data.append(FP8x23 { mag: 4182447, sign: true });
data.append(FP8x23 { mag: 2751003, sign: false });
data.append(FP8x23 { mag: 5609383, sign: false });
data.append(FP8x23 { mag: 17567880, sign: false });
data.append(FP8x23 { mag: 57541, sign: true });
data.append(FP8x23 { mag: 7380573, sign: true });
data.append(FP8x23 { mag: 10171347, sign: true });
data.append(FP8x23 { mag: 4604353, sign: false });
data.append(FP8x23 { mag: 7985652, sign: false });
data.append(FP8x23 { mag: 10874691, sign: false });
data.append(FP8x23 { mag: 5158722, sign: true });
data.append(FP8x23 { mag: 3391219, sign: true });
data.append(FP8x23 { mag: 7147749, sign: false });
data.append(FP8x23 { mag: 8060486, sign: false });
data.append(FP8x23 { mag: 338831, sign: false });
data.append(FP8x23 { mag: 3054272, sign: false });
data.append(FP8x23 { mag: 7731630, sign: true });
data.append(FP8x23 { mag: 3137681, sign: true });
data.append(FP8x23 { mag: 2613931, sign: true });
data.append(FP8x23 { mag: 2182738, sign: false });
data.append(FP8x23 { mag: 10013805, sign: false });
data.append(FP8x23 { mag: 6079653, sign: true });
data.append(FP8x23 { mag: 5500669, sign: true });
data.append(FP8x23 { mag: 3497484, sign: false });
data.append(FP8x23 { mag: 1959672, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 1377619, sign: true });
data.append(FP8x23 { mag: 46126352, sign: false });
data.append(FP8x23 { mag: 8447846, sign: true });
data.append(FP8x23 { mag: 1078388, sign: false });
data.append(FP8x23 { mag: 4197258, sign: true });
data.append(FP8x23 { mag: 21442406, sign: true });
data.append(FP8x23 { mag: 5654608, sign: false });
data.append(FP8x23 { mag: 8373193, sign: false });
data.append(FP8x23 { mag: 3099309, sign: true });
data.append(FP8x23 { mag: 7340858, sign: false });
data.append(FP8x23 { mag: 13832236, sign: true });
data.append(FP8x23 { mag: 272050, sign: true });
data.append(FP8x23 { mag: 14079711, sign: false });
data.append(FP8x23 { mag: 21140192, sign: true });
data.append(FP8x23 { mag: 11251934, sign: true });
data.append(FP8x23 { mag: 10519948, sign: true });
data.append(FP8x23 { mag: 1111704, sign: true });
data.append(FP8x23 { mag: 1186678, sign: true });
data.append(FP8x23 { mag: 2023637, sign: true });
data.append(FP8x23 { mag: 71723, sign: true });
data.append(FP8x23 { mag: 644434, sign: true });
data.append(FP8x23 { mag: 1837309, sign: false });
data.append(FP8x23 { mag: 296517, sign: false });
data.append(FP8x23 { mag: 18691470, sign: true });
data.append(FP8x23 { mag: 15147077, sign: false });
data.append(FP8x23 { mag: 10861756, sign: true });
data.append(FP8x23 { mag: 2660419, sign: true });
data.append(FP8x23 { mag: 3394808, sign: false });
data.append(FP8x23 { mag: 338183, sign: true });
data.append(FP8x23 { mag: 15733650, sign: true });
dat |
a.append(FP8x23 { mag: 12365466, sign: true });
data.append(FP8x23 { mag: 3541655, sign: false });
data.append(FP8x23 { mag: 32345368, sign: false });
data.append(FP8x23 { mag: 12452552, sign: false });
data.append(FP8x23 { mag: 14600115, sign: false });
data.append(FP8x23 { mag: 1293272, sign: true });
data.append(FP8x23 { mag: 2903611, sign: true });
data.append(FP8x23 { mag: 13665540, sign: false });
data.append(FP8x23 { mag: 12571296, sign: false });
data.append(FP8x23 { mag: 7735577, sign: false });
data.append(FP8x23 { mag: 7368433, sign: true });
data.append(FP8x23 { mag: 49328312, sign: true });
data.append(FP8x23 { mag: 7238951, sign: false });
data.append(FP8x23 { mag: 5862499, sign: false });
data.append(FP8x23 { mag: 17321778, sign: false });
data.append(FP8x23 { mag: 1710870, sign: true });
data.append(FP8x23 { mag: 21378808, sign: true });
data.append(FP8x23 { mag: 8095413, sign: false });
data.append(FP8x23 { mag: 7519097, sign: false });
data.append(FP8x23 { mag: 3932442, sign: true });
data.append(FP8x23 { mag: 4828702, sign: false });
data.append(FP8x23 { mag: 12534346, sign: true });
data.append(FP8x23 { mag: 4137026, sign: true });
data.append(FP8x23 { mag: 12111757, sign: false });
data.append(FP8x23 { mag: 1322099, sign: false });
data.append(FP8x23 { mag: 13513219, sign: false });
data.append(FP8x23 { mag: 17742402, sign: true });
data.append(FP8x23 { mag: 9128971, sign: true });
data.append(FP8x23 { mag: 20086140, sign: false });
data.append(FP8x23 { mag: 1382969, sign: false });
data.append(FP8x23 { mag: 6295538, sign: false });
data.append(FP8x23 { mag: 48501584, sign: false });
data.append(FP8x23 { mag: 11057000, sign: false });
data.append(FP8x23 { mag: 3609993, sign: false });
data.append(FP8x23 { mag: 4393747, sign: true });
data.append(FP8x23 { mag: 30512606, sign: false });
data.append(FP8x23 { mag: 5198704, sign: false });
data.append( |
FP8x23 { mag: 11397626, sign: false });
data.append(FP8x23 { mag: 215633, sign: false });
data.append(FP8x23 { mag: 17097970, sign: false });
data.append(FP8x23 { mag: 2401828, sign: true });
data.append(FP8x23 { mag: 10846288, sign: false });
data.append(FP8x23 { mag: 10888669, sign: false });
data.append(FP8x23 { mag: 15680364, sign: true });
data.append(FP8x23 { mag: 4840164, sign: true });
data.append(FP8x23 { mag: 13726524, sign: true });
data.append(FP8x23 { mag: 1114465, sign: true });
data.append(FP8x23 { mag: 3460715, sign: true });
data.append(FP8x23 { mag: 3823596, sign: true });
data.append(FP8x23 { mag: 1552296, sign: true });
data.append(FP8x23 { mag: 7058666, sign: true });
data.append(FP8x23 { mag: 553315, sign: true });
data.append(FP8x23 { mag: 878244, sign: false });
data.append(FP8x23 { mag: 20445996, sign: true });
data.append(FP8x23 { mag: 15251864, sign: false });
data.append(FP8x23 { mag: 15398532, sign: true });
data.append(FP8x23 { mag: 9638320, sign: true });
data.append(FP8x23 { mag: 6570754, sign: false });
data.append(FP8x23 { mag: 17975028, sign: true });
data.append(FP8x23 { mag: 1714295, sign: true });
data.append(FP8x23 { mag: 5911468, sign: true });
data.append(FP8x23 { mag: 3288110, sign: false });
data.append(FP8x23 { mag: 26095284, sign: false });
data.append(FP8x23 { mag: 5875775, sign: false });
data.append(FP8x23 { mag: 12397143, sign: false });
data.append(FP8x23 { mag: 1862939, sign: true });
data.append(FP8x23 { mag: 3423535, sign: false });
data.append(FP8x23 { mag: 10801258, sign: false });
data.append(FP8x23 { mag: 15308325, sign: false });
data.append(FP8x23 { mag: 3819202, sign: true });
data.append(FP8x23 { mag: 7393014, sign: true });
data.append(FP8x23 { mag: 12690310, sign: true });
data.append(FP8x23 { mag: 1407596, sign: false });
data.append(FP8x23 { mag: 8226985, sign: false });
data.append(FP8x23 { mag: 2689187 |
, sign: false });
data.append(FP8x23 { mag: 14602564, sign: true });
data.append(FP8x23 { mag: 7153725, sign: true });
data.append(FP8x23 { mag: 6446196, sign: false });
data.append(FP8x23 { mag: 11344032, sign: false });
data.append(FP8x23 { mag: 5731847, sign: false });
data.append(FP8x23 { mag: 4922383, sign: false });
data.append(FP8x23 { mag: 3969367, sign: true });
data.append(FP8x23 { mag: 4351727, sign: true });
data.append(FP8x23 { mag: 2474283, sign: false });
data.append(FP8x23 { mag: 2720667, sign: false });
data.append(FP8x23 { mag: 9018600, sign: false });
data.append(FP8x23 { mag: 1979362, sign: true });
data.append(FP8x23 { mag: 10202510, sign: false });
data.append(FP8x23 { mag: 5638443, sign: false });
data.append(FP8x23 { mag: 2236335, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP8x23};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_4d_axis_negative_4() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::Some(-4), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 14135088, sign: true });
data.append(FP8x23 { mag: 16974250, sign: true });
data.append(FP8x23 { mag: 820692, sign: true });
data.append(FP8x23 { mag: 3250506, sign: true });
data.append(FP8x23 { mag: 11653046, sign: false });
data.append(FP8x23 { mag: 8310194, sign: false });
data.append(FP8x23 { mag: 2516595, sign: false });
data.append(FP8x23 { mag: 10139063, sign: true });
data.append(FP8x23 { mag: 3774983, sign: true });
data.append(FP8x23 { mag: 6392895, sign: true });
data.append(FP8x23 { mag: 7130434, sign: true });
data.append(FP8x23 { mag: 9570993, sign: false });
data.append(FP8x23 { mag: 1301459, sign: false });
data.append(FP8x23 { mag: 8016460, sign: true });
data.append(FP8x23 { mag: 5545983, sign: false });
data.append(FP8x23 { mag: 9974566, sign: false });
data.append(FP8x23 { mag: 3765257, sign: true });
data.append(FP8x23 { mag: 10580338, sign: false });
data.append(FP8x23 { mag: 4072127, sign: true });
data.append(FP8x23 { mag: 11406249, sign: true });
data.append(FP8x23 { mag: 1267835, sign: false });
data.append(FP8x23 { mag: 1455441, sign: true });
data.append(FP8x23 { mag: 647138, sign: true });
data.append(FP8x23 { mag: 7702541, sign: true });
data.append(FP8x23 { mag: 2456257, sign: true });
data.append(FP8x23 { mag: 3796222, sign: true });
data.append(FP8x23 { mag: 7306505, sign: false });
data.append(FP8x23 { mag: 4978121, sign: true });
data.append(FP8x23 { mag: 2468020, sign: true });
data.append(FP8x23 { mag: 7824061, sign: true });
data. |
append(FP8x23 { mag: 17727482, sign: true });
data.append(FP8x23 { mag: 7567520, sign: false });
data.append(FP8x23 { mag: 15121815, sign: true });
data.append(FP8x23 { mag: 17192194, sign: false });
data.append(FP8x23 { mag: 4838400, sign: false });
data.append(FP8x23 { mag: 7102806, sign: true });
data.append(FP8x23 { mag: 13506918, sign: false });
data.append(FP8x23 { mag: 9006810, sign: false });
data.append(FP8x23 { mag: 11880085, sign: false });
data.append(FP8x23 { mag: 10626748, sign: true });
data.append(FP8x23 { mag: 3396410, sign: false });
data.append(FP8x23 { mag: 19655650, sign: true });
data.append(FP8x23 { mag: 2999983, sign: false });
data.append(FP8x23 { mag: 2446665, sign: true });
data.append(FP8x23 { mag: 8376280, sign: true });
data.append(FP8x23 { mag: 4775309, sign: true });
data.append(FP8x23 { mag: 10598686, sign: false });
data.append(FP8x23 { mag: 4745864, sign: true });
data.append(FP8x23 { mag: 414428, sign: false });
data.append(FP8x23 { mag: 2015518, sign: false });
data.append(FP8x23 { mag: 5253980, sign: false });
data.append(FP8x23 { mag: 7583038, sign: false });
data.append(FP8x23 { mag: 899019, sign: false });
data.append(FP8x23 { mag: 6146756, sign: false });
data.append(FP8x23 { mag: 2662374, sign: false });
data.append(FP8x23 { mag: 2902689, sign: false });
data.append(FP8x23 { mag: 8841467, sign: false });
data.append(FP8x23 { mag: 3321704, sign: true });
data.append(FP8x23 { mag: 12138878, sign: false });
data.append(FP8x23 { mag: 1612645, sign: false });
data.append(FP8x23 { mag: 1933493, sign: false });
data.append(FP8x23 { mag: 17910888, sign: true });
data.append(FP8x23 { mag: 17723454, sign: false });
data.append(FP8x23 { mag: 7514799, sign: true });
data.append(FP8x23 { mag: 17173626, sign: false });
data.append(FP8x23 { mag: 21490536, sign: true });
data.append(FP8x23 { mag: 6905543, sign: false });
data.append(FP8x23 { |
mag: 805526, sign: true });
data.append(FP8x23 { mag: 302451, sign: false });
data.append(FP8x23 { mag: 1466887, sign: false });
data.append(FP8x23 { mag: 3126242, sign: false });
data.append(FP8x23 { mag: 5233297, sign: true });
data.append(FP8x23 { mag: 7328616, sign: true });
data.append(FP8x23 { mag: 883529, sign: true });
data.append(FP8x23 { mag: 3677998, sign: true });
data.append(FP8x23 { mag: 3261808, sign: true });
data.append(FP8x23 { mag: 3425112, sign: true });
data.append(FP8x23 { mag: 12840248, sign: false });
data.append(FP8x23 { mag: 764734, sign: true });
data.append(FP8x23 { mag: 7943693, sign: true });
data.append(FP8x23 { mag: 4316337, sign: true });
data.append(FP8x23 { mag: 1437067, sign: false });
data.append(FP8x23 { mag: 2863806, sign: true });
data.append(FP8x23 { mag: 11361048, sign: true });
data.append(FP8x23 { mag: 4986414, sign: true });
data.append(FP8x23 { mag: 9921546, sign: true });
data.append(FP8x23 { mag: 12757816, sign: false });
data.append(FP8x23 { mag: 15568051, sign: true });
data.append(FP8x23 { mag: 17115114, sign: false });
data.append(FP8x23 { mag: 1111349, sign: false });
data.append(FP8x23 { mag: 4315836, sign: true });
data.append(FP8x23 { mag: 7041772, sign: false });
data.append(FP8x23 { mag: 11618970, sign: true });
data.append(FP8x23 { mag: 10746123, sign: false });
data.append(FP8x23 { mag: 1666196, sign: true });
data.append(FP8x23 { mag: 5325180, sign: true });
data.append(FP8x23 { mag: 1658984, sign: true });
data.append(FP8x23 { mag: 5576354, sign: false });
data.append(FP8x23 { mag: 5117903, sign: false });
data.append(FP8x23 { mag: 4655447, sign: false });
data.append(FP8x23 { mag: 3665281, sign: true });
data.append(FP8x23 { mag: 1288444, sign: true });
data.append(FP8x23 { mag: 3863506, sign: true });
data.append(FP8x23 { mag: 134155, sign: false });
data.append(FP8x23 { mag: 9695251, sign: false }); |
data.append(FP8x23 { mag: 11656149, sign: false });
data.append(FP8x23 { mag: 2057527, sign: false });
data.append(FP8x23 { mag: 3055111, sign: false });
data.append(FP8x23 { mag: 3993322, sign: true });
data.append(FP8x23 { mag: 2834319, sign: true });
data.append(FP8x23 { mag: 5417702, sign: false });
data.append(FP8x23 { mag: 5944049, sign: true });
data.append(FP8x23 { mag: 1237020, sign: false });
data.append(FP8x23 { mag: 2002815, sign: false });
data.append(FP8x23 { mag: 1839059, sign: true });
data.append(FP8x23 { mag: 957417, sign: true });
data.append(FP8x23 { mag: 3144637, sign: true });
data.append(FP8x23 { mag: 12495473, sign: false });
data.append(FP8x23 { mag: 1419401, sign: false });
data.append(FP8x23 { mag: 956462, sign: true });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_1() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 4525518, sign: false });
data.append(FP8x23 { mag: 5259039, sign: true });
data.append(FP8x23 { mag: 4902294, sign: true });
data.append(FP8x23 { mag: 7215282, sign: false });
data.append(FP8x23 { mag: 6105136, sign: true });
data.append(FP8x23 { mag: 11225632, sign: false });
data.append(FP8x23 { mag: 8302024, sign: false });
data.append(FP8x23 { mag: 16591307, sign: true });
data.append(FP8x23 { mag: 1674214, sign: true });
data.append(FP8x23 { mag: 6789284, sign: false });
data.append(FP8x23 { mag: 4502548, sign: true });
data.append(FP8x23 { mag: 7462902, sign: true });
data.append(FP8x23 { mag: 4320235, sign: true });
data.append(FP8x23 { mag: 3190392, sign: true });
data.append(FP8x23 { mag: 1740484, sign: false });
data.append(FP8x23 { mag: 1557919, sign: false });
data.append(FP8x23 { mag: 1374899, sign: false });
data.append(FP8x23 { mag: 9363886, sign: true });
data.append(FP8x23 { mag: 12480922, sign: false });
data.append(FP8x23 { mag: 20130672, sign: true });
data.append(FP8x23 { mag: 3971236, sign: true });
data.append(FP8x23 { mag: 7092766, sign: true });
data.append(FP8x23 { mag: 4235542, sign: false });
data.append(FP8x23 { mag: 6999284, sign: true });
data.append(FP8x23 { mag: 4524231, sign: false });
data.append(FP8x23 { mag: 1031761, sign: false });
data.append(FP8x23 { mag: 14527510, sign: true });
data.append(FP8x23 { mag: 15157414, sign: true });
data.append(FP8x23 { mag: 13849730, sign: true });
data.append(FP8x23 { mag: 7325780, sign: true }); |
data.append(FP8x23 { mag: 19150614, sign: true });
data.append(FP8x23 { mag: 3085445, sign: false });
data.append(FP8x23 { mag: 10552206, sign: true });
data.append(FP8x23 { mag: 7890319, sign: true });
data.append(FP8x23 { mag: 1390200, sign: false });
data.append(FP8x23 { mag: 7338448, sign: false });
data.append(FP8x23 { mag: 9865018, sign: false });
data.append(FP8x23 { mag: 5836528, sign: true });
data.append(FP8x23 { mag: 257489, sign: true });
data.append(FP8x23 { mag: 3419194, sign: false });
data.append(FP8x23 { mag: 4815813, sign: true });
data.append(FP8x23 { mag: 5451730, sign: true });
data.append(FP8x23 { mag: 5357836, sign: true });
data.append(FP8x23 { mag: 13437259, sign: true });
data.append(FP8x23 { mag: 12776456, sign: false });
data.append(FP8x23 { mag: 1040500, sign: false });
data.append(FP8x23 { mag: 6347629, sign: false });
data.append(FP8x23 { mag: 768580, sign: true });
data.append(FP8x23 { mag: 1856652, sign: false });
data.append(FP8x23 { mag: 9727590, sign: true });
data.append(FP8x23 { mag: 1163720, sign: true });
data.append(FP8x23 { mag: 19893312, sign: false });
data.append(FP8x23 { mag: 6670710, sign: false });
data.append(FP8x23 { mag: 12627989, sign: true });
data.append(FP8x23 { mag: 5925065, sign: true });
data.append(FP8x23 { mag: 2064145, sign: true });
data.append(FP8x23 { mag: 2921622, sign: true });
data.append(FP8x23 { mag: 6036185, sign: false });
data.append(FP8x23 { mag: 6012981, sign: true });
data.append(FP8x23 { mag: 8142272, sign: true });
data.append(FP8x23 { mag: 22916826, sign: false });
data.append(FP8x23 { mag: 9351772, sign: true });
data.append(FP8x23 { mag: 16524275, sign: true });
data.append(FP8x23 { mag: 2438246, sign: false });
data.append(FP8x23 { mag: 20169540, sign: true });
data.append(FP8x23 { mag: 134078, sign: true });
data.append(FP8x23 { mag: 2713766, sign: false });
data.append(FP8x23 { mag: 161 |
88388, sign: false });
data.append(FP8x23 { mag: 3589682, sign: true });
data.append(FP8x23 { mag: 1063762, sign: true });
data.append(FP8x23 { mag: 7815083, sign: true });
data.append(FP8x23 { mag: 6348636, sign: false });
data.append(FP8x23 { mag: 4530695, sign: true });
data.append(FP8x23 { mag: 7469298, sign: false });
data.append(FP8x23 { mag: 7325134, sign: true });
data.append(FP8x23 { mag: 2692019, sign: false });
data.append(FP8x23 { mag: 874681, sign: true });
data.append(FP8x23 { mag: 6650540, sign: false });
data.append(FP8x23 { mag: 10089647, sign: false });
data.append(FP8x23 { mag: 4923024, sign: true });
data.append(FP8x23 { mag: 3315151, sign: false });
data.append(FP8x23 { mag: 1457470, sign: false });
data.append(FP8x23 { mag: 5470786, sign: false });
data.append(FP8x23 { mag: 2868822, sign: true });
data.append(FP8x23 { mag: 4246805, sign: true });
data.append(FP8x23 { mag: 18505256, sign: true });
data.append(FP8x23 { mag: 3936190, sign: true });
data.append(FP8x23 { mag: 8093713, sign: true });
data.append(FP8x23 { mag: 16349175, sign: false });
data.append(FP8x23 { mag: 11068122, sign: false });
data.append(FP8x23 { mag: 3749413, sign: false });
data.append(FP8x23 { mag: 17441864, sign: true });
data.append(FP8x23 { mag: 1883478, sign: false });
data.append(FP8x23 { mag: 9263616, sign: false });
data.append(FP8x23 { mag: 7243952, sign: true });
data.append(FP8x23 { mag: 405480, sign: false });
data.append(FP8x23 { mag: 7575996, sign: false });
data.append(FP8x23 { mag: 10759260, sign: false });
data.append(FP8x23 { mag: 2551835, sign: true });
data.append(FP8x23 { mag: 856625, sign: true });
data.append(FP8x23 { mag: 7553555, sign: false });
data.append(FP8x23 { mag: 1352994, sign: false });
data.append(FP8x23 { mag: 208875, sign: true });
data.append(FP8x23 { mag: 8348104, sign: true });
data.append(FP8x23 { mag: 491335, sign: true });
data |
.append(FP8x23 { mag: 11149267, sign: true });
data.append(FP8x23 { mag: 5898778, sign: false });
data.append(FP8x23 { mag: 4338052, sign: false });
data.append(FP8x23 { mag: 11249455, sign: true });
data.append(FP8x23 { mag: 756821, sign: true });
data.append(FP8x23 { mag: 3970259, sign: false });
data.append(FP8x23 { mag: 5989580, sign: true });
data.append(FP8x23 { mag: 11286085, sign: true });
data.append(FP8x23 { mag: 3635279, sign: false });
data.append(FP8x23 { mag: 3133278, sign: true });
data.append(FP8x23 { mag: 20313782, sign: false });
data.append(FP8x23 { mag: 13736921, sign: true });
data.append(FP8x23 { mag: 6854841, sign: true });
data.append(FP8x23 { mag: 14518657, sign: false });
data.append(FP8x23 { mag: 16244271, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn input_2() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 9356669, sign: false });
data.append(FP8x23 { mag: 4321566, sign: false });
data.append(FP8x23 { mag: 12889196, sign: false });
data.append(FP8x23 { mag: 12649253, sign: true });
data.append(FP8x23 { mag: 9137760, sign: true });
data.append(FP8x23 { mag: 655513, sign: false });
data.append(FP8x23 { mag: 1740834, sign: true });
data.append(FP8x23 { mag: 21648278, sign: true });
data.append(FP8x23 { mag: 664188, sign: true });
data.append(FP8x23 { mag: 10367219, sign: false });
data.append(FP8x23 { mag: 477453, sign: true });
data.append(FP8x23 { mag: 10536956, sign: false });
data.append(FP8x23 { mag: 9226832, sign: false });
data.append(FP8x23 { mag: 10996161, sign: true });
data.append(FP8x23 { mag: 5104221, sign: true });
data.append(FP8x23 { mag: 9511266, sign: true });
data.append(FP8x23 { mag: 974460, sign: false });
data.append(FP8x23 { mag: 4847155, sign: false });
data.append(FP8x23 { mag: 8103556, sign: false });
data.append(FP8x23 { mag: 3244957, sign: true });
data.append(FP8x23 { mag: 2802236, sign: false });
data.append(FP8x23 { mag: 1587211, sign: true });
data.append(FP8x23 { mag: 2695125, sign: false });
data.append(FP8x23 { mag: 2733983, sign: false });
data.append(FP8x23 { mag: 9818284, sign: false });
data.append(FP8x23 { mag: 13530923, sign: true });
data.append(FP8x23 { mag: 2639953, sign: true });
data.append(FP8x23 { mag: 2824861, sign: true });
data.append(FP8x23 { mag: 321756, sign: true });
data.append(FP8x23 { mag: 9810377, sign: false });
da |
ta.append(FP8x23 { mag: 19373754, sign: true });
data.append(FP8x23 { mag: 6743712, sign: true });
data.append(FP8x23 { mag: 15551278, sign: true });
data.append(FP8x23 { mag: 1501830, sign: false });
data.append(FP8x23 { mag: 5746712, sign: false });
data.append(FP8x23 { mag: 2844757, sign: false });
data.append(FP8x23 { mag: 1073141, sign: true });
data.append(FP8x23 { mag: 129722, sign: true });
data.append(FP8x23 { mag: 1379474, sign: true });
data.append(FP8x23 { mag: 6218418, sign: true });
data.append(FP8x23 { mag: 4615243, sign: false });
data.append(FP8x23 { mag: 9323116, sign: false });
data.append(FP8x23 { mag: 15992441, sign: false });
data.append(FP8x23 { mag: 14940432, sign: false });
data.append(FP8x23 { mag: 938580, sign: true });
data.append(FP8x23 { mag: 5536288, sign: true });
data.append(FP8x23 { mag: 10426515, sign: false });
data.append(FP8x23 { mag: 9866679, sign: false });
data.append(FP8x23 { mag: 12881712, sign: true });
data.append(FP8x23 { mag: 1205361, sign: false });
data.append(FP8x23 { mag: 2116248, sign: true });
data.append(FP8x23 { mag: 2551278, sign: true });
data.append(FP8x23 { mag: 12211160, sign: true });
data.append(FP8x23 { mag: 12214886, sign: true });
data.append(FP8x23 { mag: 1060373, sign: false });
data.append(FP8x23 { mag: 1544064, sign: true });
data.append(FP8x23 { mag: 9528255, sign: true });
data.append(FP8x23 { mag: 1485134, sign: true });
data.append(FP8x23 { mag: 2533885, sign: false });
data.append(FP8x23 { mag: 11694236, sign: true });
data.append(FP8x23 { mag: 8034937, sign: false });
data.append(FP8x23 { mag: 5450222, sign: true });
data.append(FP8x23 { mag: 9130253, sign: false });
data.append(FP8x23 { mag: 1643301, sign: false });
data.append(FP8x23 { mag: 330497, sign: true });
data.append(FP8x23 { mag: 18730094, sign: true });
data.append(FP8x23 { mag: 9596369, sign: true });
data.append(FP8x23 { mag: 1349 |
540, sign: false });
data.append(FP8x23 { mag: 825993, sign: true });
data.append(FP8x23 { mag: 2628970, sign: true });
data.append(FP8x23 { mag: 5667817, sign: true });
data.append(FP8x23 { mag: 18206424, sign: false });
data.append(FP8x23 { mag: 1710864, sign: true });
data.append(FP8x23 { mag: 8111602, sign: false });
data.append(FP8x23 { mag: 8977911, sign: true });
data.append(FP8x23 { mag: 1211268, sign: true });
data.append(FP8x23 { mag: 2455632, sign: true });
data.append(FP8x23 { mag: 1977709, sign: false });
data.append(FP8x23 { mag: 11296273, sign: true });
data.append(FP8x23 { mag: 16922314, sign: true });
data.append(FP8x23 { mag: 9726242, sign: false });
data.append(FP8x23 { mag: 795335, sign: true });
data.append(FP8x23 { mag: 566574, sign: false });
data.append(FP8x23 { mag: 10365729, sign: false });
data.append(FP8x23 { mag: 8084625, sign: true });
data.append(FP8x23 { mag: 8689213, sign: false });
data.append(FP8x23 { mag: 4856601, sign: true });
data.append(FP8x23 { mag: 11550873, sign: true });
data.append(FP8x23 { mag: 4699438, sign: false });
data.append(FP8x23 { mag: 275684, sign: true });
data.append(FP8x23 { mag: 8704336, sign: true });
data.append(FP8x23 { mag: 379253, sign: false });
data.append(FP8x23 { mag: 4344884, sign: true });
data.append(FP8x23 { mag: 22511138, sign: true });
data.append(FP8x23 { mag: 9166379, sign: false });
data.append(FP8x23 { mag: 2883054, sign: true });
data.append(FP8x23 { mag: 5212371, sign: true });
data.append(FP8x23 { mag: 11557156, sign: false });
data.append(FP8x23 { mag: 1653742, sign: true });
data.append(FP8x23 { mag: 17620446, sign: true });
data.append(FP8x23 { mag: 2869877, sign: true });
data.append(FP8x23 { mag: 12529882, sign: true });
data.append(FP8x23 { mag: 6358051, sign: false });
data.append(FP8x23 { mag: 3299874, sign: false });
data.append(FP8x23 { mag: 2066510, sign: false });
data.ap |
pend(FP8x23 { mag: 6576978, sign: false });
data.append(FP8x23 { mag: 5426550, sign: false });
data.append(FP8x23 { mag: 14043765, sign: true });
data.append(FP8x23 { mag: 101030, sign: false });
data.append(FP8x23 { mag: 2547235, sign: true });
data.append(FP8x23 { mag: 10267325, sign: false });
data.append(FP8x23 { mag: 5464667, sign: true });
data.append(FP8x23 { mag: 3669542, sign: false });
data.append(FP8x23 { mag: 9605139, sign: false });
data.append(FP8x23 { mag: 8012144, sign: false });
data.append(FP8x23 { mag: 3023674, sign: false });
data.append(FP8x23 { mag: 12049591, sign: true });
data.append(FP8x23 { mag: 13005965, sign: false });
data.append(FP8x23 { mag: 5010748, sign: true });
data.append(FP8x23 { mag: 4764491, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 1635828, sign: false });
data.append(FP8x23 { mag: 15119412, sign: false });
data.append(FP8x23 { mag: 13272471, sign: false });
data.append(FP8x23 { mag: 15356888, sign: true });
data.append(FP8x23 { mag: 17971400, sign: true });
data.append(FP8x23 { mag: 12310023, sign: false });
data.append(FP8x23 { mag: 997595, sign: false });
data.append(FP8x23 { mag: 1448470, sign: true });
data.append(FP8x23 { mag: 71442, sign: false });
data.append(FP8x23 { mag: 5210973, sign: false });
data.append(FP8x23 { mag: 3348107, sign: false });
data.append(FP8x23 { mag: 1638514, sign: false });
data.append(FP8x23 { mag: 8443650, sign: false });
data.append(FP8x23 { mag: 7939849, sign: true });
data.append(FP8x23 { mag: 3885465, sign: true });
data.append(FP8x23 { mag: 7576798, sign: true });
data.append(FP8x23 { mag: 371979, sign: false });
data.append(FP8x23 { mag: 7473513, sign: true });
data.append(FP8x23 { mag: 2166138, sign: false });
data.append(FP8x23 { mag: 24382900, sign: false });
data.append(FP8x23 { mag: 2098648, sign: false });
data.append(FP8x23 { mag: 482226, sign: true });
data.append(FP8x23 { mag: 2453855, sign: false });
data.append(FP8x23 { mag: 9170470, sign: false });
data.append(FP8x23 { mag: 8559846, sign: false });
data.append(FP8x23 { mag: 13986947, sign: true });
data.append(FP8x23 { mag: 15939734, sign: true });
data.append(FP8x23 { mag: 6064824, sign: false });
data.append(FP8x23 { mag: 3550536, sign: false });
data.append(FP8x23 { mag: 16655951, sign: false }) |
;
data.append(FP8x23 { mag: 21709898, sign: false });
data.append(FP8x23 { mag: 3820554, sign: true });
data.append(FP8x23 { mag: 3724540, sign: false });
data.append(FP8x23 { mag: 15258496, sign: true });
data.append(FP8x23 { mag: 6599915, sign: false });
data.append(FP8x23 { mag: 3365518, sign: true });
data.append(FP8x23 { mag: 15436782, sign: false });
data.append(FP8x23 { mag: 6686343, sign: true });
data.append(FP8x23 { mag: 1759188, sign: true });
data.append(FP8x23 { mag: 10585142, sign: true });
data.append(FP8x23 { mag: 2508703, sign: false });
data.append(FP8x23 { mag: 22303900, sign: false });
data.append(FP8x23 { mag: 13908498, sign: false });
data.append(FP8x23 { mag: 18662316, sign: false });
data.append(FP8x23 { mag: 13740165, sign: true });
data.append(FP8x23 { mag: 6120731, sign: true });
data.append(FP8x23 { mag: 18792740, sign: false });
data.append(FP8x23 { mag: 10295619, sign: false });
data.append(FP8x23 { mag: 12746493, sign: true });
data.append(FP8x23 { mag: 1407339, sign: true });
data.append(FP8x23 { mag: 2889584, sign: true });
data.append(FP8x23 { mag: 16333434, sign: false });
data.append(FP8x23 { mag: 11330107, sign: true });
data.append(FP8x23 { mag: 21985066, sign: true });
data.append(FP8x23 { mag: 999620, sign: true });
data.append(FP8x23 { mag: 2322364, sign: true });
data.append(FP8x23 { mag: 12751276, sign: true });
data.append(FP8x23 { mag: 3802842, sign: true });
data.append(FP8x23 { mag: 6523586, sign: true });
data.append(FP8x23 { mag: 13480076, sign: true });
data.append(FP8x23 { mag: 13960264, sign: false });
data.append(FP8x23 { mag: 14821762, sign: false });
data.append(FP8x23 { mag: 27043336, sign: true });
data.append(FP8x23 { mag: 542922, sign: true });
data.append(FP8x23 { mag: 43128104, sign: true });
data.append(FP8x23 { mag: 18380770, sign: true });
data.append(FP8x23 { mag: 7244983, sign: true });
data.append( |
FP8x23 { mag: 113904, sign: false });
data.append(FP8x23 { mag: 1038282, sign: true });
data.append(FP8x23 { mag: 2843327, sign: true });
data.append(FP8x23 { mag: 8828154, sign: true });
data.append(FP8x23 { mag: 14284936, sign: false });
data.append(FP8x23 { mag: 2248393, sign: false });
data.append(FP8x23 { mag: 7470248, sign: false });
data.append(FP8x23 { mag: 5846187, sign: true });
data.append(FP8x23 { mag: 2225206, sign: true });
data.append(FP8x23 { mag: 2108722, sign: true });
data.append(FP8x23 { mag: 12565851, sign: false });
data.append(FP8x23 { mag: 12016079, sign: true });
data.append(FP8x23 { mag: 12249987, sign: true });
data.append(FP8x23 { mag: 8050175, sign: false });
data.append(FP8x23 { mag: 506957, sign: true });
data.append(FP8x23 { mag: 1227756, sign: true });
data.append(FP8x23 { mag: 14287121, sign: false });
data.append(FP8x23 { mag: 5589607, sign: true });
data.append(FP8x23 { mag: 30727100, sign: false });
data.append(FP8x23 { mag: 11083630, sign: true });
data.append(FP8x23 { mag: 3675577, sign: false });
data.append(FP8x23 { mag: 39273680, sign: false });
data.append(FP8x23 { mag: 1473504, sign: false });
data.append(FP8x23 { mag: 10599726, sign: true });
data.append(FP8x23 { mag: 15024036, sign: true });
data.append(FP8x23 { mag: 6978806, sign: true });
data.append(FP8x23 { mag: 10134630, sign: true });
data.append(FP8x23 { mag: 10481579, sign: false });
data.append(FP8x23 { mag: 3138070, sign: true });
data.append(FP8x23 { mag: 6581176, sign: true });
data.append(FP8x23 { mag: 19131162, sign: false });
data.append(FP8x23 { mag: 3307076, sign: true });
data.append(FP8x23 { mag: 18127018, sign: true });
data.append(FP8x23 { mag: 6087514, sign: true });
data.append(FP8x23 { mag: 12713040, sign: true });
data.append(FP8x23 { mag: 6452089, sign: false });
data.append(FP8x23 { mag: 2977957, sign: false });
data.append(FP8x23 { mag: 1473198, |
sign: false });
data.append(FP8x23 { mag: 9559340, sign: true });
data.append(FP8x23 { mag: 7041180, sign: false });
data.append(FP8x23 { mag: 12327230, sign: true });
data.append(FP8x23 { mag: 5344226, sign: false });
data.append(FP8x23 { mag: 2301738, sign: true });
data.append(FP8x23 { mag: 12985185, sign: false });
data.append(FP8x23 { mag: 1244468, sign: true });
data.append(FP8x23 { mag: 1712494, sign: false });
data.append(FP8x23 { mag: 10575880, sign: false });
data.append(FP8x23 { mag: 8647239, sign: false });
data.append(FP8x23 { mag: 1095909, sign: false });
data.append(FP8x23 { mag: 7072431, sign: true });
data.append(FP8x23 { mag: 2381521, sign: false });
data.append(FP8x23 { mag: 2169412, sign: true });
data.append(FP8x23 { mag: 3224816, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP16x16};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::operators::tensor::FP16x16TensorPartialEq;
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_default_axis() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::None, Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 64602, sign: false });
data.append(FP16x16 { mag: 26167, sign: false });
data.append(FP16x16 { mag: 88402, sign: true });
data.append(FP16x16 { mag: 30731, sign: false });
data.append(FP16x16 { mag: 20146, sign: false });
data.append(FP16x16 { mag: 26491, sign: false });
data.append(FP16x16 { mag: 57414, sign: false });
data.append(FP16x16 { mag: 19431, sign: true });
data.append(FP16x16 { mag: 8560, sign: false });
data.append(FP16x16 { mag: 28768, sign: true });
data.append(FP16x16 { mag: 117108, sign: true });
data.append(FP16x16 { mag: 161076, sign: true });
data.append(FP16x16 { mag: 60002, sign: false });
data.append(FP16x16 { mag: 25748, sign: false });
data.append(FP16x16 { mag: 45775, sign: true });
data.append(FP16x16 { mag: 8379, sign: true });
data.append(FP16x16 { mag: 4860, sign: true });
data.append(FP16x16 { mag: 19966, sign: false });
data.append(FP16x16 { mag: 123117, sign: false });
data.append(FP16x16 { mag: 39789, sign: false });
data.append(FP16x16 { mag: 156001, sign: true });
data.append(FP16x16 { mag: 26549, sign: false });
data.append(FP16x16 { mag: 191014, sign: false });
data.append(FP16x16 { mag: 62627, sign: true });
data.append(FP16x16 { mag: 59690, sign: true });
data.append(FP16x16 { mag: 68003, sign: true });
data.append(FP16x16 { mag: 133782, sign: true });
data.append(FP16x16 { mag: 20370, sign: false });
data.append(FP16x16 { mag: 78702, sign: false });
data.append(FP16x16 { mag: 2397, sign: false });
data.append(FP16x16 { mag: |
37450, sign: false });
data.append(FP16x16 { mag: 64629, sign: false });
data.append(FP16x16 { mag: 39733, sign: false });
data.append(FP16x16 { mag: 104565, sign: false });
data.append(FP16x16 { mag: 56385, sign: false });
data.append(FP16x16 { mag: 11447, sign: false });
data.append(FP16x16 { mag: 135879, sign: false });
data.append(FP16x16 { mag: 67891, sign: true });
data.append(FP16x16 { mag: 121976, sign: true });
data.append(FP16x16 { mag: 5320, sign: false });
data.append(FP16x16 { mag: 53119, sign: true });
data.append(FP16x16 { mag: 84, sign: false });
data.append(FP16x16 { mag: 21896, sign: false });
data.append(FP16x16 { mag: 34587, sign: true });
data.append(FP16x16 { mag: 83500, sign: true });
data.append(FP16x16 { mag: 7325, sign: false });
data.append(FP16x16 { mag: 85656, sign: true });
data.append(FP16x16 { mag: 87252, sign: false });
data.append(FP16x16 { mag: 7076, sign: true });
data.append(FP16x16 { mag: 23654, sign: true });
data.append(FP16x16 { mag: 67732, sign: false });
data.append(FP16x16 { mag: 37838, sign: true });
data.append(FP16x16 { mag: 18205, sign: true });
data.append(FP16x16 { mag: 39334, sign: true });
data.append(FP16x16 { mag: 2652, sign: true });
data.append(FP16x16 { mag: 11349, sign: true });
data.append(FP16x16 { mag: 109949, sign: false });
data.append(FP16x16 { mag: 16940, sign: true });
data.append(FP16x16 { mag: 128278, sign: true });
data.append(FP16x16 { mag: 67936, sign: true });
data.append(FP16x16 { mag: 14710, sign: false });
data.append(FP16x16 { mag: 28567, sign: true });
data.append(FP16x16 { mag: 68311, sign: false });
data.append(FP16x16 { mag: 55974, sign: false });
data.append(FP16x16 { mag: 63420, sign: false });
data.append(FP16x16 { mag: 75349, sign: true });
data.append(FP16x16 { mag: 3746, sign: true });
data.append(FP16x16 { mag: 998, sign: false });
data.append(FP16x16 { mag: 119081, sign: true |
});
data.append(FP16x16 { mag: 25450, sign: false });
data.append(FP16x16 { mag: 81231, sign: false });
data.append(FP16x16 { mag: 65013, sign: true });
data.append(FP16x16 { mag: 16931, sign: false });
data.append(FP16x16 { mag: 14035, sign: true });
data.append(FP16x16 { mag: 7760, sign: false });
data.append(FP16x16 { mag: 28307, sign: false });
data.append(FP16x16 { mag: 4283, sign: false });
data.append(FP16x16 { mag: 13410, sign: true });
data.append(FP16x16 { mag: 22979, sign: true });
data.append(FP16x16 { mag: 17571, sign: true });
data.append(FP16x16 { mag: 2523, sign: false });
data.append(FP16x16 { mag: 38005, sign: false });
data.append(FP16x16 { mag: 86948, sign: false });
data.append(FP16x16 { mag: 4605, sign: true });
data.append(FP16x16 { mag: 34628, sign: false });
data.append(FP16x16 { mag: 11983, sign: false });
data.append(FP16x16 { mag: 3697, sign: false });
data.append(FP16x16 { mag: 24864, sign: false });
data.append(FP16x16 { mag: 21188, sign: true });
data.append(FP16x16 { mag: 73912, sign: false });
data.append(FP16x16 { mag: 77630, sign: true });
data.append(FP16x16 { mag: 45833, sign: true });
data.append(FP16x16 { mag: 87681, sign: true });
data.append(FP16x16 { mag: 3396, sign: false });
data.append(FP16x16 { mag: 3239, sign: false });
data.append(FP16x16 { mag: 68960, sign: true });
data.append(FP16x16 { mag: 11032, sign: false });
data.append(FP16x16 { mag: 51110, sign: false });
data.append(FP16x16 { mag: 21945, sign: true });
data.append(FP16x16 { mag: 63090, sign: false });
data.append(FP16x16 { mag: 5950, sign: true });
data.append(FP16x16 { mag: 117950, sign: false });
data.append(FP16x16 { mag: 68215, sign: false });
data.append(FP16x16 { mag: 62288, sign: true });
data.append(FP16x16 { mag: 47333, sign: false });
data.append(FP16x16 { mag: 133116, sign: true });
data.append(FP16x16 { mag: 63795, sign: false });
data.appe |
nd(FP16x16 { mag: 23343, sign: false });
data.append(FP16x16 { mag: 74308, sign: true });
data.append(FP16x16 { mag: 54548, sign: true });
data.append(FP16x16 { mag: 12541, sign: true });
data.append(FP16x16 { mag: 26795, sign: true });
data.append(FP16x16 { mag: 2291, sign: false });
data.append(FP16x16 { mag: 88058, sign: true });
data.append(FP16x16 { mag: 14460, sign: true });
data.append(FP16x16 { mag: 173994, sign: false });
data.append(FP16x16 { mag: 138436, sign: true });
data.append(FP16x16 { mag: 33664, sign: false });
data.append(FP16x16 { mag: 53676, sign: true });
data.append(FP16x16 { mag: 61132, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 35508, sign: false });
data.append(FP16x16 { mag: 113098, sign: false });
data.append(FP16x16 { mag: 98425, sign: true });
data.append(FP16x16 { mag: 17510, sign: true });
data.append(FP16x16 { mag: 105804, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_2() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 111176, sign: false });
data.append(FP16x16 { mag: 17239, sign: false });
data.append(FP16x16 { mag: 61606, sign: false });
data.append(FP16x16 { mag: 56902, sign: false });
data.append(FP16x16 { mag: 5890, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 148105, sign: false });
data.append(FP16x16 { mag: 51069, sign: false });
data.append(FP16x16 { mag: 249530, sign: false });
data.append(FP16x16 { mag: 50124, sign: false });
data.append(FP16x16 { mag: 25260, sign: false });
data.append(FP16x16 { mag: 131213, sign: false });
data.append(FP16x16 { mag: 192949, sign: false });
data.append(FP16x16 { mag: 150671, sign: false });
data.append(FP16x16 { mag: 57066, sign: false });
data.append(FP16x16 { mag: 121458, sign: true });
data.append(FP16x16 { mag: 81554, sign: false });
data.append(FP16x16 { mag: 136827, sign: true });
data.append(FP16x16 { mag: 65628, sign: true });
data.append(FP16x16 { mag: 41469, sign: false });
data.append(FP16x16 { mag: 8262, sign: false });
data.append(FP16x16 { mag: 79823, sign: false });
data.append(FP16x16 { mag: 74314, sign: true });
data.append(FP16x16 { mag: 90284, sign: false });
data.append(FP16x16 { mag: 24306, sign: false });
data.append(FP16x16 { mag: 18836, sign: false });
data.append(FP16x16 { mag: 67465, sign: false });
data.append(FP16x16 { mag: 54695, sign: false });
data.append(FP16x16 { mag: 109517, sign: true });
data.append(FP16x16 { mag: 64466, sign: false });
data.append(FP16x16 { mag: 37152, sign: true });
data.append(FP16x16 { mag: 88064, sign: false });
data.append(FP16x16 { mag: 157380, sign: true });
data.append(FP16x16 { mag: 7574, sign: false });
data.append(FP16x16 { mag: 33421, sign: false });
data.append(FP16x16 { mag: 38156, sign: false });
data.append(FP |
16x16 { mag: 77338, sign: false });
data.append(FP16x16 { mag: 36257, sign: false });
data.append(FP16x16 { mag: 146134, sign: false });
data.append(FP16x16 { mag: 25111, sign: false });
data.append(FP16x16 { mag: 12299, sign: true });
data.append(FP16x16 { mag: 118888, sign: false });
data.append(FP16x16 { mag: 203585, sign: false });
data.append(FP16x16 { mag: 130002, sign: false });
data.append(FP16x16 { mag: 79958, sign: false });
data.append(FP16x16 { mag: 21416, sign: false });
data.append(FP16x16 { mag: 89115, sign: false });
data.append(FP16x16 { mag: 107601, sign: false });
data.append(FP16x16 { mag: 74343, sign: true });
data.append(FP16x16 { mag: 59119, sign: false });
data.append(FP16x16 { mag: 145656, sign: true });
data.append(FP16x16 { mag: 118625, sign: false });
data.append(FP16x16 { mag: 147797, sign: true });
data.append(FP16x16 { mag: 100250, sign: true });
data.append(FP16x16 { mag: 57755, sign: false });
data.append(FP16x16 { mag: 30748, sign: true });
data.append(FP16x16 { mag: 177852, sign: false });
data.append(FP16x16 { mag: 74217, sign: true });
data.append(FP16x16 { mag: 92027, sign: false });
data.append(FP16x16 { mag: 71729, sign: false });
data.append(FP16x16 { mag: 15065, sign: false });
data.append(FP16x16 { mag: 116394, sign: false });
data.append(FP16x16 { mag: 208223, sign: false });
data.append(FP16x16 { mag: 54137, sign: false });
data.append(FP16x16 { mag: 80353, sign: false });
data.append(FP16x16 { mag: 54658, sign: true });
data.append(FP16x16 { mag: 91876, sign: false });
data.append(FP16x16 { mag: 176865, sign: true });
data.append(FP16x16 { mag: 27849, sign: true });
data.append(FP16x16 { mag: 46841, sign: false });
data.append(FP16x16 { mag: 88031, sign: false });
data.append(FP16x16 { mag: 84253, sign: false });
data.append(FP16x16 { mag: 81232, sign: false });
data.append(FP16x16 { mag: 2720, sign: true });
data.appe |
nd(FP16x16 { mag: 84339, sign: false });
data.append(FP16x16 { mag: 122880, sign: false });
data.append(FP16x16 { mag: 168024, sign: false });
data.append(FP16x16 { mag: 150776, sign: true });
data.append(FP16x16 { mag: 37600, sign: false });
data.append(FP16x16 { mag: 64076, sign: false });
data.append(FP16x16 { mag: 11218, sign: false });
data.append(FP16x16 { mag: 173101, sign: false });
data.append(FP16x16 { mag: 69045, sign: false });
data.append(FP16x16 { mag: 109739, sign: false });
data.append(FP16x16 { mag: 74434, sign: false });
data.append(FP16x16 { mag: 69416, sign: true });
data.append(FP16x16 { mag: 79483, sign: false });
data.append(FP16x16 { mag: 39901, sign: false });
data.append(FP16x16 { mag: 106494, sign: true });
data.append(FP16x16 { mag: 76376, sign: false });
data.append(FP16x16 { mag: 16086, sign: false });
data.append(FP16x16 { mag: 103647, sign: false });
data.append(FP16x16 { mag: 36533, sign: true });
data.append(FP16x16 { mag: 42174, sign: false });
data.append(FP16x16 { mag: 79080, sign: false });
data.append(FP16x16 { mag: 191746, sign: false });
data.append(FP16x16 { mag: 77441, sign: false });
data.append(FP16x16 { mag: 2812, sign: false });
data.append(FP16x16 { mag: 180705, sign: false });
data.append(FP16x16 { mag: 36837, sign: false });
data.append(FP16x16 { mag: 126699, sign: false });
data.append(FP16x16 { mag: 55555, sign: false });
data.append(FP16x16 { mag: 26973, sign: false });
data.append(FP16x16 { mag: 28356, sign: true });
data.append(FP16x16 { mag: 67324, sign: false });
data.append(FP16x16 { mag: 128783, sign: false });
data.append(FP16x16 { mag: 88862, sign: false });
data.append(FP16x16 { mag: 171949, sign: false });
data.append(FP16x16 { mag: 5842, sign: false });
data.append(FP16x16 { mag: 83802, sign: false });
data.append(FP16x16 { mag: 30236, sign: false });
data.append(FP16x16 { mag: 61609, sign: false }); |
data.append(FP16x16 { mag: 176100, sign: false });
data.append(FP16x16 { mag: 20018, sign: true });
data.append(FP16x16 { mag: 66700, sign: false });
data.append(FP16x16 { mag: 23575, sign: true });
data.append(FP16x16 { mag: 128526, sign: false });
data.append(FP16x16 { mag: 21255, sign: false });
data.append(FP16x16 { mag: 32892, sign: true });
data.append(FP16x16 { mag: 90380, sign: false });
data.append(FP16x16 { mag: 51132, sign: false });
data.append(FP16x16 { mag: 164403, sign: false });
data.append(FP16x16 { mag: 147072, sign: true });
data.append(FP16x16 { mag: 44562, sign: false });
data.append(FP16x16 { mag: 68319, sign: false });
data.append(FP16x16 { mag: 51670, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod input_2;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::numbers::{FixedTrait, FP16x16};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::operators::tensor::FP16x16TensorPartialEq;
#[test]
#[available_gas(2000000000)]
fn test_layer_normalization_test() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let z_0 = output_0::output_0();
let (y_0, _, _) = input_0
.layer_normalization(
@input_1, Option::Some(@input_2), Option::None, Option::None, Option::None
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 60552, sign: false });
data.append(FP16x16 { mag: 32131, sign: true });
data.append(FP16x16 { mag: 17263, sign: false });
data.append(FP16x16 { mag: 17309, sign: false });
data.append(FP16x16 { mag: 75079, sign: true });
data.append(FP16x16 { mag: 132412, sign: true });
data.append(FP16x16 { mag: 72947, sign: false });
data.append(FP16x16 { mag: 89468, sign: false });
data.append(FP16x16 { mag: 9763, sign: false });
data.append(FP16x16 { mag: 43535, sign: true });
data.append(FP16x16 { mag: 137407, sign: false });
data.append(FP16x16 { mag: 45433, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 60302, sign: false });
data.append(FP16x16 { mag: 171263, sign: false });
data.append(FP16x16 { mag: 38170, sign: true });
data.append(FP16x16 { mag: 102181, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_2() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 15701, sign: true });
data.append(FP16x16 { mag: 15386, sign: false });
data.append(FP16x16 { mag: 38358, sign: false });
data.append(FP16x16 { mag: 48407, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 66655, sign: false });
data.append(FP16x16 { mag: 234574, sign: true });
data.append(FP16x16 { mag: 36595, sign: false });
data.append(FP16x16 { mag: 43544, sign: false });
data.append(FP16x16 { mag: 56268, sign: true });
data.append(FP16x16 { mag: 203346, sign: true });
data.append(FP16x16 { mag: 4468, sign: false });
data.append(FP16x16 { mag: 60114, sign: true });
data.append(FP16x16 { mag: 19585, sign: true });
data.append(FP16x16 { mag: 118482, sign: true });
data.append(FP16x16 { mag: 24747, sign: true });
data.append(FP16x16 { mag: 130887, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
use orion::numbers::FixedTrait;
use orion::operators::nn::FP16x16NN;
use orion::operators::nn::NNTrait;
#[test]
#[available_gas(2000000000)]
fn test_leaky_relu_fp16x16() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = NNTrait::leaky_relu(@input_0, @FixedTrait::new(6554, false));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 262956, sign: true });
data.append(FP16x16 { mag: 93265, sign: false });
data.append(FP16x16 { mag: 218381, sign: true });
data.append(FP16x16 { mag: 244376, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 26295, sign: true });
data.append(FP16x16 { mag: 93265, sign: false });
data.append(FP16x16 { mag: 21838, sign: true });
data.append(FP16x16 { mag: 24437, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
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