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tests/nodes/label_encoder_i32_default.cairo | mod input_0;
mod input_1;
mod input_2;
mod input_3;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
#[test]
#[available_gas(2000000000)]
fn test_label_encoder_i32_default() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let input_3 = input_3::input_3();
let z_0 = output_0::output_0();
let y_0 = input_0
.label_encoder(
default_list: Option::None,
default_tensor: Option::Some(input_1),
keys: Option::None,
keys_tensor: Option::Some(input_2),
values: Option::None,
values_tensor: Option::Some(input_3)
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i32_default/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::numbers::NumberTrait;
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
data.append(6);
data.append(1);
data.append(2);
data.append(3);
data.append(7);
data.append(8);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i32_default/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::numbers::NumberTrait;
fn input_1() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
let mut data = ArrayTrait::new();
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i32_default/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::numbers::NumberTrait;
fn input_2() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(5);
data.append(6);
data.append(7);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i32_default/input_3.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::numbers::NumberTrait;
fn input_3() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(55);
data.append(66);
data.append(77);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i32_default/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::numbers::NumberTrait;
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(99);
data.append(99);
data.append(55);
data.append(66);
data.append(11);
data.append(22);
data.append(99);
data.append(77);
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default.cairo | mod input_0;
mod input_1;
mod input_2;
mod input_3;
mod output_0;
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::I8TensorPartialEq;
#[test]
#[available_gas(2000000000)]
fn test_label_encoder_i8_default() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let input_3 = input_3::input_3();
let z_0 = output_0::output_0();
let y_0 = input_0
.label_encoder(
default_list: Option::None,
default_tensor: Option::Some(input_1),
keys: Option::None,
keys_tensor: Option::Some(input_2),
values: Option::None,
values_tensor: Option::Some(input_3)
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::numbers::NumberTrait;
fn input_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
data.append(6);
data.append(1);
data.append(2);
data.append(3);
data.append(7);
data.append(8);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::numbers::NumberTrait;
fn input_1() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
let mut data = ArrayTrait::new();
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::numbers::NumberTrait;
fn input_2() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(5);
data.append(6);
data.append(7);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default/input_3.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::numbers::NumberTrait;
fn input_3() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(55);
data.append(66);
data.append(77);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_i8_default/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::numbers::NumberTrait;
fn output_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(99);
data.append(99);
data.append(55);
data.append(66);
data.append(11);
data.append(22);
data.append(99);
data.append(77);
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default.cairo | mod input_0;
mod input_1;
mod input_2;
mod input_3;
mod output_0;
use orion::operators::tensor::U32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
#[test]
#[available_gas(2000000000)]
fn test_label_encoder_u32_default() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let input_2 = input_2::input_2();
let input_3 = input_3::input_3();
let z_0 = output_0::output_0();
let y_0 = input_0
.label_encoder(
default_list: Option::None,
default_tensor: Option::Some(input_1),
keys: Option::None,
keys_tensor: Option::Some(input_2),
values: Option::None,
values_tensor: Option::Some(input_3)
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
use orion::numbers::NumberTrait;
fn input_0() -> Tensor<u32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
data.append(6);
data.append(1);
data.append(2);
data.append(3);
data.append(7);
data.append(8);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
use orion::numbers::NumberTrait;
fn input_1() -> Tensor<u32> {
let mut shape = ArrayTrait::<usize>::new();
let mut data = ArrayTrait::new();
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
use orion::numbers::NumberTrait;
fn input_2() -> Tensor<u32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(5);
data.append(6);
data.append(7);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default/input_3.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
use orion::numbers::NumberTrait;
fn input_3() -> Tensor<u32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(55);
data.append(66);
data.append(77);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/label_encoder_u32_default/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{U32Tensor, U32TensorAdd};
use orion::numbers::NumberTrait;
fn output_0() -> Tensor<u32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(11);
let mut data = ArrayTrait::new();
data.append(11);
data.append(22);
data.append(99);
data.append(99);
data.append(55);
data.append(66);
data.append(11);
data.append(22);
data.append(99);
data.append(77);
data.append(99);
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis0_epsilon.cairo | 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_3d_axis0_epsilon() {
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(0),
Option::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis0_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis0_epsilon/input_1.cairo | 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(2);
shape.append(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 41116, sign: true });
data.append(FP16x16 { mag: 33345, sign: false });
data.append(FP16x16 { mag: 16035, sign: true });
data.append(FP16x16 { mag: 66324, sign: true });
data.append(FP16x16 { mag: 65521, sign: false });
data.append(FP16x16 { mag: 44567, sign: false });
data.append(FP16x16 { mag: 12343, sign: true });
data.append(FP16x16 { mag: 22182, sign: false });
data.append(FP16x16 { mag: 68006, sign: false });
data.append(FP16x16 { mag: 18564, sign: true });
data.append(FP16x16 { mag: 159060, sign: true });
data.append(FP16x16 { mag: 41449, sign: false });
data.append(FP16x16 { mag: 21502, sign: true });
data.append(FP16x16 { mag: 23583, sign: true });
data.append(FP16x16 { mag: 10004, sign: true });
data.append(FP16x16 { mag: 111077, sign: true });
data.append(FP16x16 { mag: 51023, sign: true });
data.append(FP16x16 { mag: 27845, sign: false });
data.append(FP16x16 { mag: 548, sign: false });
data.append(FP16x16 { mag: 51940, sign: true });
data.append(FP16x16 { mag: 4135, sign: false });
data.append(FP16x16 { mag: 77167, sign: false });
data.append(FP16x16 { mag: 27642, sign: true });
data.append(FP16x16 { mag: 50063, sign: true });
data.append(FP16x16 { mag: 60555, sign: true });
data.append(FP16x16 { mag: 34923, sign: true });
data.append(FP16x16 { mag: 66185, sign: false });
data.append(FP16x16 { mag: 1845, sign: true });
data.append(FP16x16 { mag: 63811, sign: true });
data.append(FP16x16 { mag: 30524, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis0_epsilon/input_2.cairo | 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(2);
shape.append(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 53067, sign: false });
data.append(FP16x16 { mag: 12598, sign: false });
data.append(FP16x16 { mag: 22071, sign: true });
data.append(FP16x16 { mag: 185160, sign: true });
data.append(FP16x16 { mag: 71946, sign: true });
data.append(FP16x16 { mag: 109757, sign: false });
data.append(FP16x16 { mag: 53829, sign: true });
data.append(FP16x16 { mag: 61215, sign: true });
data.append(FP16x16 { mag: 112863, sign: false });
data.append(FP16x16 { mag: 64576, sign: true });
data.append(FP16x16 { mag: 14400, sign: true });
data.append(FP16x16 { mag: 47376, sign: false });
data.append(FP16x16 { mag: 42132, sign: false });
data.append(FP16x16 { mag: 15521, sign: true });
data.append(FP16x16 { mag: 19564, sign: false });
data.append(FP16x16 { mag: 17481, sign: true });
data.append(FP16x16 { mag: 1740, sign: true });
data.append(FP16x16 { mag: 111657, sign: false });
data.append(FP16x16 { mag: 112934, sign: false });
data.append(FP16x16 { mag: 19870, sign: true });
data.append(FP16x16 { mag: 122950, sign: true });
data.append(FP16x16 { mag: 92754, sign: false });
data.append(FP16x16 { mag: 3247, sign: false });
data.append(FP16x16 { mag: 74346, sign: true });
data.append(FP16x16 { mag: 98767, sign: false });
data.append(FP16x16 { mag: 8702, sign: true });
data.append(FP16x16 { mag: 40643, sign: true });
data.append(FP16x16 { mag: 138135, sign: true });
data.append(FP16x16 { mag: 22240, sign: false });
data.append(FP16x16 { mag: 1595, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis0_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 142574, sign: false });
data.append(FP16x16 { mag: 81046, sign: false });
data.append(FP16x16 { mag: 23127, sign: true });
data.append(FP16x16 { mag: 168203, sign: true });
data.append(FP16x16 { mag: 63557, sign: true });
data.append(FP16x16 { mag: 59277, sign: false });
data.append(FP16x16 { mag: 42308, sign: true });
data.append(FP16x16 { mag: 44993, sign: true });
data.append(FP16x16 { mag: 55077, sign: false });
data.append(FP16x16 { mag: 76461, sign: true });
data.append(FP16x16 { mag: 108813, sign: false });
data.append(FP16x16 { mag: 50883, sign: false });
data.append(FP16x16 { mag: 27205, sign: false });
data.append(FP16x16 { mag: 7326, sign: false });
data.append(FP16x16 { mag: 23613, sign: false });
data.append(FP16x16 { mag: 27157, sign: false });
data.append(FP16x16 { mag: 5637, sign: true });
data.append(FP16x16 { mag: 90697, sign: false });
data.append(FP16x16 { mag: 112821, sign: false });
data.append(FP16x16 { mag: 91044, sign: true });
data.append(FP16x16 { mag: 123095, sign: true });
data.append(FP16x16 { mag: 204883, sign: false });
data.append(FP16x16 { mag: 9454, sign: false });
data.append(FP16x16 { mag: 55780, sign: true });
data.append(FP16x16 { mag: 159695, sign: false });
data.append(FP16x16 { mag: 6840, sign: true });
data.append(FP16x16 { mag: 119261, sign: false });
data.append(FP16x16 { mag: 139557, sign: true });
data.append(FP16x16 { mag: 38352, sign: false });
data.append(FP16x16 { mag: 8088, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis1_epsilon.cairo | 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_3d_axis1_epsilon() {
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::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis1_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis1_epsilon/input_1.cairo | 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(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 19493, sign: true });
data.append(FP16x16 { mag: 6259, sign: true });
data.append(FP16x16 { mag: 35118, sign: true });
data.append(FP16x16 { mag: 2823, sign: false });
data.append(FP16x16 { mag: 34210, sign: false });
data.append(FP16x16 { mag: 7012, sign: false });
data.append(FP16x16 { mag: 52120, sign: true });
data.append(FP16x16 { mag: 51293, sign: true });
data.append(FP16x16 { mag: 23181, sign: false });
data.append(FP16x16 { mag: 54682, sign: false });
data.append(FP16x16 { mag: 34168, sign: false });
data.append(FP16x16 { mag: 54896, sign: false });
data.append(FP16x16 { mag: 94902, sign: false });
data.append(FP16x16 { mag: 35974, sign: true });
data.append(FP16x16 { mag: 96972, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis1_epsilon/input_2.cairo | 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(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 37910, sign: true });
data.append(FP16x16 { mag: 18888, sign: true });
data.append(FP16x16 { mag: 42890, sign: false });
data.append(FP16x16 { mag: 47165, sign: false });
data.append(FP16x16 { mag: 63877, sign: true });
data.append(FP16x16 { mag: 88993, sign: true });
data.append(FP16x16 { mag: 41540, sign: true });
data.append(FP16x16 { mag: 68862, sign: true });
data.append(FP16x16 { mag: 21940, sign: false });
data.append(FP16x16 { mag: 5420, sign: true });
data.append(FP16x16 { mag: 101888, sign: true });
data.append(FP16x16 { mag: 13856, sign: false });
data.append(FP16x16 { mag: 55772, sign: false });
data.append(FP16x16 { mag: 21988, sign: false });
data.append(FP16x16 { mag: 63379, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis1_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 251, sign: true });
data.append(FP16x16 { mag: 32754, sign: true });
data.append(FP16x16 { mag: 33505, sign: false });
data.append(FP16x16 { mag: 47029, sign: false });
data.append(FP16x16 { mag: 52651, sign: true });
data.append(FP16x16 { mag: 95360, sign: true });
data.append(FP16x16 { mag: 4402, sign: true });
data.append(FP16x16 { mag: 116033, sign: true });
data.append(FP16x16 { mag: 7323, sign: false });
data.append(FP16x16 { mag: 39982, sign: false });
data.append(FP16x16 { mag: 120917, sign: true });
data.append(FP16x16 { mag: 29534, sign: false });
data.append(FP16x16 { mag: 139597, sign: false });
data.append(FP16x16 { mag: 48872, sign: false });
data.append(FP16x16 { mag: 44543, sign: false });
data.append(FP16x16 { mag: 25225, sign: true });
data.append(FP16x16 { mag: 18016, sign: true });
data.append(FP16x16 { mag: 78919, sign: false });
data.append(FP16x16 { mag: 45917, sign: false });
data.append(FP16x16 { mag: 21307, sign: true });
data.append(FP16x16 { mag: 90805, sign: true });
data.append(FP16x16 { mag: 111010, sign: true });
data.append(FP16x16 { mag: 45210, sign: true });
data.append(FP16x16 { mag: 7624, sign: false });
data.append(FP16x16 { mag: 76340, sign: true });
data.append(FP16x16 { mag: 111388, sign: true });
data.append(FP16x16 { mag: 143559, sign: false });
data.append(FP16x16 { mag: 112995, sign: false });
data.append(FP16x16 { mag: 39651, sign: false });
data.append(FP16x16 { mag: 74850, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis2_epsilon.cairo | 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_3d_axis2_epsilon() {
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::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis2_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis2_epsilon/input_1.cairo | 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: 39349, sign: true });
data.append(FP16x16 { mag: 89048, sign: false });
data.append(FP16x16 { mag: 26497, sign: false });
data.append(FP16x16 { mag: 76393, sign: false });
data.append(FP16x16 { mag: 89741, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis2_epsilon/input_2.cairo | 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: 7433, sign: true });
data.append(FP16x16 { mag: 119887, sign: true });
data.append(FP16x16 { mag: 18199, sign: true });
data.append(FP16x16 { mag: 19666, sign: true });
data.append(FP16x16 { mag: 12164, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis2_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 53879, sign: false });
data.append(FP16x16 { mag: 15631, sign: false });
data.append(FP16x16 { mag: 16210, sign: true });
data.append(FP16x16 { mag: 31819, sign: true });
data.append(FP16x16 { mag: 1365, sign: false });
data.append(FP16x16 { mag: 30042, sign: false });
data.append(FP16x16 { mag: 184179, sign: true });
data.append(FP16x16 { mag: 13663, sign: false });
data.append(FP16x16 { mag: 67432, sign: true });
data.append(FP16x16 { mag: 86296, sign: true });
data.append(FP16x16 { mag: 22179, sign: false });
data.append(FP16x16 { mag: 71910, sign: true });
data.append(FP16x16 { mag: 20350, sign: false });
data.append(FP16x16 { mag: 99451, sign: true });
data.append(FP16x16 { mag: 29814, sign: false });
data.append(FP16x16 { mag: 13673, sign: false });
data.append(FP16x16 { mag: 113125, sign: true });
data.append(FP16x16 { mag: 44314, sign: true });
data.append(FP16x16 { mag: 41557, sign: true });
data.append(FP16x16 { mag: 143319, sign: true });
data.append(FP16x16 { mag: 7507, sign: true });
data.append(FP16x16 { mag: 34257, sign: false });
data.append(FP16x16 { mag: 23982, sign: true });
data.append(FP16x16 { mag: 49325, sign: true });
data.append(FP16x16 { mag: 113251, sign: false });
data.append(FP16x16 { mag: 19969, sign: false });
data.append(FP16x16 { mag: 39099, sign: false });
data.append(FP16x16 { mag: 14713, sign: true });
data.append(FP16x16 { mag: 88159, sign: true });
data.append(FP16x16 { mag: 41236, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_1_epsilon.cairo | 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_3d_axis_negative_1_epsilon() {
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::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_1_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_1_epsilon/input_1.cairo | 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: 95136, sign: true });
data.append(FP16x16 { mag: 46210, sign: false });
data.append(FP16x16 { mag: 95007, sign: false });
data.append(FP16x16 { mag: 13976, sign: false });
data.append(FP16x16 { mag: 59189, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_1_epsilon/input_2.cairo | 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: 55378, sign: false });
data.append(FP16x16 { mag: 119900, sign: false });
data.append(FP16x16 { mag: 48314, sign: true });
data.append(FP16x16 { mag: 9945, sign: false });
data.append(FP16x16 { mag: 75929, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_1_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 203617, sign: false });
data.append(FP16x16 { mag: 190225, sign: false });
data.append(FP16x16 { mag: 41182, sign: true });
data.append(FP16x16 { mag: 7721, sign: false });
data.append(FP16x16 { mag: 83051, sign: false });
data.append(FP16x16 { mag: 145985, sign: false });
data.append(FP16x16 { mag: 86537, sign: false });
data.append(FP16x16 { mag: 65930, sign: false });
data.append(FP16x16 { mag: 1205, sign: false });
data.append(FP16x16 { mag: 140868, sign: false });
data.append(FP16x16 { mag: 126973, sign: false });
data.append(FP16x16 { mag: 144796, sign: false });
data.append(FP16x16 { mag: 89906, sign: false });
data.append(FP16x16 { mag: 4652, sign: true });
data.append(FP16x16 { mag: 64288, sign: false });
data.append(FP16x16 { mag: 106407, sign: false });
data.append(FP16x16 { mag: 123409, sign: false });
data.append(FP16x16 { mag: 141950, sign: true });
data.append(FP16x16 { mag: 5939, sign: false });
data.append(FP16x16 { mag: 178478, sign: false });
data.append(FP16x16 { mag: 55197, sign: false });
data.append(FP16x16 { mag: 199890, sign: false });
data.append(FP16x16 { mag: 69050, sign: true });
data.append(FP16x16 { mag: 4518, sign: false });
data.append(FP16x16 { mag: 9257, sign: false });
data.append(FP16x16 { mag: 121631, sign: false });
data.append(FP16x16 { mag: 202403, sign: false });
data.append(FP16x16 { mag: 35816, sign: true });
data.append(FP16x16 { mag: 2586, sign: true });
data.append(FP16x16 { mag: 56755, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_2_epsilon.cairo | 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_3d_axis_negative_2_epsilon() {
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::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_2_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_2_epsilon/input_1.cairo | 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(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 69151, sign: false });
data.append(FP16x16 { mag: 49647, sign: true });
data.append(FP16x16 { mag: 25308, sign: false });
data.append(FP16x16 { mag: 49767, sign: true });
data.append(FP16x16 { mag: 17913, sign: false });
data.append(FP16x16 { mag: 10090, sign: false });
data.append(FP16x16 { mag: 4364, sign: true });
data.append(FP16x16 { mag: 41827, sign: false });
data.append(FP16x16 { mag: 12848, sign: true });
data.append(FP16x16 { mag: 137417, sign: false });
data.append(FP16x16 { mag: 70720, sign: true });
data.append(FP16x16 { mag: 76109, sign: false });
data.append(FP16x16 { mag: 66590, sign: true });
data.append(FP16x16 { mag: 50658, sign: false });
data.append(FP16x16 { mag: 107949, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_2_epsilon/input_2.cairo | 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(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 18752, sign: false });
data.append(FP16x16 { mag: 19935, sign: false });
data.append(FP16x16 { mag: 20182, sign: true });
data.append(FP16x16 { mag: 65500, sign: false });
data.append(FP16x16 { mag: 3405, sign: true });
data.append(FP16x16 { mag: 43973, sign: true });
data.append(FP16x16 { mag: 45323, sign: true });
data.append(FP16x16 { mag: 24495, sign: false });
data.append(FP16x16 { mag: 27923, sign: true });
data.append(FP16x16 { mag: 149149, sign: false });
data.append(FP16x16 { mag: 3341, sign: true });
data.append(FP16x16 { mag: 17501, sign: false });
data.append(FP16x16 { mag: 38949, sign: true });
data.append(FP16x16 { mag: 85674, sign: false });
data.append(FP16x16 { mag: 3401, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_2_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 114840, sign: true });
data.append(FP16x16 { mag: 90046, sign: true });
data.append(FP16x16 { mag: 13419, sign: true });
data.append(FP16x16 { mag: 67891, sign: false });
data.append(FP16x16 { mag: 2473, sign: false });
data.append(FP16x16 { mag: 53134, sign: true });
data.append(FP16x16 { mag: 42214, sign: true });
data.append(FP16x16 { mag: 62961, sign: false });
data.append(FP16x16 { mag: 19822, sign: true });
data.append(FP16x16 { mag: 263248, sign: false });
data.append(FP16x16 { mag: 36043, sign: false });
data.append(FP16x16 { mag: 39237, sign: false });
data.append(FP16x16 { mag: 97766, sign: true });
data.append(FP16x16 { mag: 47816, sign: false });
data.append(FP16x16 { mag: 17567, sign: true });
data.append(FP16x16 { mag: 26247, sign: true });
data.append(FP16x16 { mag: 26852, sign: false });
data.append(FP16x16 { mag: 46147, sign: true });
data.append(FP16x16 { mag: 87501, sign: false });
data.append(FP16x16 { mag: 18885, sign: false });
data.append(FP16x16 { mag: 46581, sign: true });
data.append(FP16x16 { mag: 51141, sign: true });
data.append(FP16x16 { mag: 5208, sign: false });
data.append(FP16x16 { mag: 19988, sign: true });
data.append(FP16x16 { mag: 29072, sign: true });
data.append(FP16x16 { mag: 16318, sign: false });
data.append(FP16x16 { mag: 197324, sign: false });
data.append(FP16x16 { mag: 79100, sign: true });
data.append(FP16x16 { mag: 60801, sign: false });
data.append(FP16x16 { mag: 16170, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_3_epsilon.cairo | 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_3d_axis_negative_3_epsilon() {
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::Some(FixedTrait::new(6554, false)),
Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_3_epsilon/input_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 176084, sign: true });
data.append(FP16x16 { mag: 134870, sign: false });
data.append(FP16x16 { mag: 11194, sign: true });
data.append(FP16x16 { mag: 34834, sign: true });
data.append(FP16x16 { mag: 6625, sign: true });
data.append(FP16x16 { mag: 99311, sign: true });
data.append(FP16x16 { mag: 84659, sign: true });
data.append(FP16x16 { mag: 37723, sign: false });
data.append(FP16x16 { mag: 78508, sign: true });
data.append(FP16x16 { mag: 31024, sign: false });
data.append(FP16x16 { mag: 72988, sign: true });
data.append(FP16x16 { mag: 9818, sign: true });
data.append(FP16x16 { mag: 34996, sign: false });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 45795, sign: true });
data.append(FP16x16 { mag: 45583, sign: true });
data.append(FP16x16 { mag: 10423, sign: true });
data.append(FP16x16 { mag: 71376, sign: true });
data.append(FP16x16 { mag: 31238, sign: true });
data.append(FP16x16 { mag: 84702, sign: false });
data.append(FP16x16 { mag: 18617, sign: true });
data.append(FP16x16 { mag: 90788, sign: false });
data.append(FP16x16 { mag: 32546, sign: true });
data.append(FP16x16 { mag: 43302, sign: true });
data.append(FP16x16 { mag: 90009, sign: true });
data.append(FP16x16 { mag: 19958, sign: true });
data.append(FP16x16 { mag: 161585, sign: false });
data.append(FP16x16 { mag: 40607, sign: false });
data.append(FP16x16 { mag: 34601, sign: true });
data.append(FP16x16 { mag: 7286, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_3_epsilon/input_1.cairo | 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(2);
shape.append(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 1396, sign: true });
data.append(FP16x16 { mag: 91738, sign: false });
data.append(FP16x16 { mag: 22354, sign: false });
data.append(FP16x16 { mag: 40925, sign: true });
data.append(FP16x16 { mag: 70890, sign: false });
data.append(FP16x16 { mag: 64955, sign: false });
data.append(FP16x16 { mag: 25324, sign: false });
data.append(FP16x16 { mag: 25230, sign: false });
data.append(FP16x16 { mag: 142906, sign: true });
data.append(FP16x16 { mag: 68962, sign: true });
data.append(FP16x16 { mag: 20940, sign: false });
data.append(FP16x16 { mag: 107327, sign: true });
data.append(FP16x16 { mag: 52698, sign: false });
data.append(FP16x16 { mag: 17542, sign: true });
data.append(FP16x16 { mag: 125557, sign: false });
data.append(FP16x16 { mag: 3282, sign: false });
data.append(FP16x16 { mag: 32752, sign: false });
data.append(FP16x16 { mag: 38674, sign: false });
data.append(FP16x16 { mag: 16699, sign: false });
data.append(FP16x16 { mag: 20489, sign: false });
data.append(FP16x16 { mag: 24738, sign: true });
data.append(FP16x16 { mag: 21702, sign: false });
data.append(FP16x16 { mag: 32990, sign: true });
data.append(FP16x16 { mag: 73557, sign: false });
data.append(FP16x16 { mag: 24845, sign: false });
data.append(FP16x16 { mag: 48972, sign: false });
data.append(FP16x16 { mag: 23684, sign: false });
data.append(FP16x16 { mag: 168361, sign: false });
data.append(FP16x16 { mag: 32800, sign: false });
data.append(FP16x16 { mag: 66808, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_3_epsilon/input_2.cairo | 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(2);
shape.append(3);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 47175, sign: false });
data.append(FP16x16 { mag: 48068, sign: false });
data.append(FP16x16 { mag: 72715, sign: true });
data.append(FP16x16 { mag: 40805, sign: true });
data.append(FP16x16 { mag: 97387, sign: true });
data.append(FP16x16 { mag: 52917, sign: false });
data.append(FP16x16 { mag: 16842, sign: false });
data.append(FP16x16 { mag: 48741, sign: false });
data.append(FP16x16 { mag: 114144, sign: false });
data.append(FP16x16 { mag: 5783, sign: false });
data.append(FP16x16 { mag: 24320, sign: true });
data.append(FP16x16 { mag: 1477, sign: true });
data.append(FP16x16 { mag: 101470, sign: false });
data.append(FP16x16 { mag: 126422, sign: true });
data.append(FP16x16 { mag: 5733, sign: true });
data.append(FP16x16 { mag: 97314, sign: true });
data.append(FP16x16 { mag: 65247, sign: false });
data.append(FP16x16 { mag: 3443, sign: true });
data.append(FP16x16 { mag: 16494, sign: true });
data.append(FP16x16 { mag: 107377, sign: true });
data.append(FP16x16 { mag: 63019, sign: false });
data.append(FP16x16 { mag: 2523, sign: false });
data.append(FP16x16 { mag: 111859, sign: true });
data.append(FP16x16 { mag: 26857, sign: true });
data.append(FP16x16 { mag: 19691, sign: true });
data.append(FP16x16 { mag: 83436, sign: true });
data.append(FP16x16 { mag: 176674, sign: true });
data.append(FP16x16 { mag: 21073, sign: true });
data.append(FP16x16 { mag: 114640, sign: false });
data.append(FP16x16 { mag: 26239, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_3d_axis_negative_3_epsilon/output_0.cairo | 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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 50215, sign: false });
data.append(FP16x16 { mag: 236376, sign: false });
data.append(FP16x16 { mag: 71242, sign: true });
data.append(FP16x16 { mag: 30342, sign: true });
data.append(FP16x16 { mag: 88310, sign: true });
data.append(FP16x16 { mag: 20655, sign: true });
data.append(FP16x16 { mag: 6794, sign: true });
data.append(FP16x16 { mag: 67191, sign: false });
data.append(FP16x16 { mag: 235574, sign: false });
data.append(FP16x16 { mag: 38362, sign: true });
data.append(FP16x16 { mag: 40541, sign: true });
data.append(FP16x16 { mag: 10558, sign: true });
data.append(FP16x16 { mag: 138052, sign: false });
data.append(FP16x16 { mag: 109426, sign: true });
data.append(FP16x16 { mag: 56553, sign: true });
data.append(FP16x16 { mag: 98633, sign: true });
data.append(FP16x16 { mag: 67749, sign: false });
data.append(FP16x16 { mag: 32554, sign: true });
data.append(FP16x16 { mag: 19947, sign: true });
data.append(FP16x16 { mag: 79300, sign: true });
data.append(FP16x16 { mag: 63887, sign: false });
data.append(FP16x16 { mag: 34057, sign: false });
data.append(FP16x16 { mag: 104451, sign: true });
data.append(FP16x16 { mag: 54136, sign: true });
data.append(FP16x16 { mag: 44689, sign: true });
data.append(FP16x16 { mag: 86047, sign: true });
data.append(FP16x16 { mag: 119451, sign: true });
data.append(FP16x16 { mag: 108647, sign: false });
data.append(FP16x16 { mag: 106358, sign: false });
data.append(FP16x16 { mag: 47435, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-1/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 50439, sign: true });
data.append(FP16x16 { mag: 80584, sign: false });
data.append(FP16x16 { mag: 108804, sign: false });
data.append(FP16x16 { mag: 64736, sign: true });
data.append(FP16x16 { mag: 35989, sign: false });
data.append(FP16x16 { mag: 83918, sign: false });
data.append(FP16x16 { mag: 80462, sign: true });
data.append(FP16x16 { mag: 43318, sign: false });
data.append(FP16x16 { mag: 65651, sign: true });
data.append(FP16x16 { mag: 11331, sign: true });
data.append(FP16x16 { mag: 25254, sign: true });
data.append(FP16x16 { mag: 62677, sign: false });
data.append(FP16x16 { mag: 8412, sign: false });
data.append(FP16x16 { mag: 64067, sign: true });
data.append(FP16x16 { mag: 11592, sign: true });
data.append(FP16x16 { mag: 10557, sign: false });
data.append(FP16x16 { mag: 33540, sign: true });
data.append(FP16x16 { mag: 50007, sign: true });
data.append(FP16x16 { mag: 66942, sign: true });
data.append(FP16x16 { mag: 24781, sign: true });
data.append(FP16x16 { mag: 70618, sign: true });
data.append(FP16x16 { mag: 91944, sign: false });
data.append(FP16x16 { mag: 25130, sign: false });
data.append(FP16x16 { mag: 70069, sign: true });
data.append(FP16x16 { mag: 19429, sign: false });
data.append(FP16x16 { mag: 17607, sign: true });
data.append(FP16x16 { mag: 20059, sign: true });
data.append(FP16x16 { mag: 30637, sign: false });
data.append(FP16x16 { mag: 110305, sign: true });
data.append(FP16x16 { mag: 47227, sign: true });
data.append(FP16x16 { mag: 52701, sign: false });
data.append(FP16x16 { mag: 113586, sign: true });
data.append(FP16x16 { mag: 28893, sign: false });
data.append(FP16x16 { mag: 19309, sign: true });
data.append(FP16x16 { mag: 9704, sign: true });
data.append(FP16x16 { mag: 56793, sign: false });
data.append(FP16x16 { mag: 44072, sign: false });
data.append(FP16x16 { mag: 2660, sign: true });
data.append(FP16x16 { mag: 29401, sign: true });
data.append(FP16x16 { mag: 36736, sign: true });
data.append(FP16x16 { mag: 86250, sign: false });
data.append(FP16x16 { mag: 38971, sign: true });
data.append(FP16x16 { mag: 138249, sign: true });
data.append(FP16x16 { mag: 36048, sign: false });
data.append(FP16x16 { mag: 37452, sign: false });
data.append(FP16x16 { mag: 23181, sign: true });
data.append(FP16x16 { mag: 35955, sign: true });
data.append(FP16x16 { mag: 51748, sign: true });
data.append(FP16x16 { mag: 57097, sign: true });
data.append(FP16x16 { mag: 91645, sign: true });
data.append(FP16x16 { mag: 727, sign: true });
data.append(FP16x16 { mag: 26384, sign: true });
data.append(FP16x16 { mag: 1331, sign: false });
data.append(FP16x16 { mag: 98672, sign: false });
data.append(FP16x16 { mag: 82596, sign: false });
data.append(FP16x16 { mag: 100984, sign: true });
data.append(FP16x16 { mag: 88934, sign: true });
data.append(FP16x16 { mag: 110736, sign: false });
data.append(FP16x16 { mag: 106050, sign: true });
data.append(FP16x16 { mag: 43286, sign: true });
data.append(FP16x16 { mag: 114427, sign: false });
data.append(FP16x16 { mag: 26160, sign: false });
data.append(FP16x16 { mag: 19914, sign: true });
data.append(FP16x16 { mag: 168031, sign: false });
data.append(FP16x16 { mag: 70834, sign: true });
data.append(FP16x16 { mag: 62785, sign: false });
data.append(FP16x16 { mag: 20711, sign: true });
data.append(FP16x16 { mag: 150814, sign: true });
data.append(FP16x16 { mag: 19909, sign: true });
data.append(FP16x16 { mag: 4360, sign: true });
data.append(FP16x16 { mag: 38550, sign: false });
data.append(FP16x16 { mag: 155210, sign: false });
data.append(FP16x16 { mag: 49387, sign: true });
data.append(FP16x16 { mag: 48606, sign: false });
data.append(FP16x16 { mag: 26297, sign: false });
data.append(FP16x16 { mag: 5832, sign: true });
data.append(FP16x16 { mag: 67019, sign: false });
data.append(FP16x16 { mag: 108552, sign: false });
data.append(FP16x16 { mag: 38302, sign: true });
data.append(FP16x16 { mag: 67467, sign: false });
data.append(FP16x16 { mag: 123524, sign: false });
data.append(FP16x16 { mag: 38110, sign: true });
data.append(FP16x16 { mag: 49459, sign: true });
data.append(FP16x16 { mag: 89977, sign: false });
data.append(FP16x16 { mag: 3116, sign: false });
data.append(FP16x16 { mag: 139868, sign: true });
data.append(FP16x16 { mag: 3777, sign: false });
data.append(FP16x16 { mag: 93508, sign: false });
data.append(FP16x16 { mag: 18473, sign: true });
data.append(FP16x16 { mag: 9749, sign: false });
data.append(FP16x16 { mag: 69280, sign: false });
data.append(FP16x16 { mag: 31261, sign: true });
data.append(FP16x16 { mag: 70810, sign: true });
data.append(FP16x16 { mag: 53719, sign: true });
data.append(FP16x16 { mag: 25490, sign: false });
data.append(FP16x16 { mag: 76561, sign: true });
data.append(FP16x16 { mag: 87810, sign: true });
data.append(FP16x16 { mag: 54546, sign: true });
data.append(FP16x16 { mag: 11956, sign: false });
data.append(FP16x16 { mag: 53981, sign: true });
data.append(FP16x16 { mag: 48734, sign: false });
data.append(FP16x16 { mag: 81861, sign: true });
data.append(FP16x16 { mag: 91276, sign: false });
data.append(FP16x16 { mag: 104233, sign: false });
data.append(FP16x16 { mag: 52396, sign: false });
data.append(FP16x16 { mag: 37016, sign: false });
data.append(FP16x16 { mag: 39784, sign: false });
data.append(FP16x16 { mag: 16087, sign: true });
data.append(FP16x16 { mag: 22464, sign: true });
data.append(FP16x16 { mag: 98432, sign: true });
data.append(FP16x16 { mag: 120832, sign: true });
data.append(FP16x16 { mag: 25665, sign: true });
data.append(FP16x16 { mag: 23338, sign: true });
data.append(FP16x16 { mag: 18801, sign: false });
data.append(FP16x16 { mag: 22675, sign: false });
data.append(FP16x16 { mag: 79634, sign: true });
data.append(FP16x16 { mag: 95608, sign: true });
data.append(FP16x16 { mag: 73767, sign: false });
data.append(FP16x16 { mag: 20235, sign: false });
data.append(FP16x16 { mag: 19535, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-1/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 4256, sign: true });
data.append(FP16x16 { mag: 12347, sign: true });
data.append(FP16x16 { mag: 12223, sign: true });
data.append(FP16x16 { mag: 35664, sign: false });
data.append(FP16x16 { mag: 47729, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-1/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 31681, sign: true });
data.append(FP16x16 { mag: 39712, sign: false });
data.append(FP16x16 { mag: 111813, sign: true });
data.append(FP16x16 { mag: 73292, sign: false });
data.append(FP16x16 { mag: 69974, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-1/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 27222, sign: true });
data.append(FP16x16 { mag: 29264, sign: false });
data.append(FP16x16 { mag: 127142, sign: true });
data.append(FP16x16 { mag: 28560, sign: false });
data.append(FP16x16 { mag: 60351, sign: true });
data.append(FP16x16 { mag: 37788, sign: true });
data.append(FP16x16 { mag: 54370, sign: false });
data.append(FP16x16 { mag: 121438, sign: true });
data.append(FP16x16 { mag: 39380, sign: false });
data.append(FP16x16 { mag: 74002, sign: true });
data.append(FP16x16 { mag: 29712, sign: true });
data.append(FP16x16 { mag: 19392, sign: false });
data.append(FP16x16 { mag: 116026, sign: true });
data.append(FP16x16 { mag: 23611, sign: false });
data.append(FP16x16 { mag: 76413, sign: true });
data.append(FP16x16 { mag: 38774, sign: true });
data.append(FP16x16 { mag: 39995, sign: false });
data.append(FP16x16 { mag: 103821, sign: true });
data.append(FP16x16 { mag: 26838, sign: false });
data.append(FP16x16 { mag: 55050, sign: true });
data.append(FP16x16 { mag: 26907, sign: true });
data.append(FP16x16 { mag: 21300, sign: false });
data.append(FP16x16 { mag: 116914, sign: true });
data.append(FP16x16 { mag: 33608, sign: false });
data.append(FP16x16 { mag: 54427, sign: true });
data.append(FP16x16 { mag: 33093, sign: true });
data.append(FP16x16 { mag: 36271, sign: false });
data.append(FP16x16 { mag: 128658, sign: true });
data.append(FP16x16 { mag: 13438, sign: false });
data.append(FP16x16 { mag: 84790, sign: true });
data.append(FP16x16 { mag: 36528, sign: true });
data.append(FP16x16 { mag: 61679, sign: false });
data.append(FP16x16 { mag: 120628, sign: true });
data.append(FP16x16 { mag: 68843, sign: false });
data.append(FP16x16 { mag: 67883, sign: true });
data.append(FP16x16 { mag: 37338, sign: true });
data.append(FP16x16 { mag: 27445, sign: false });
data.append(FP16x16 { mag: 108887, sign: true });
data.append(FP16x16 { mag: 39593, sign: false });
data.append(FP16x16 { mag: 124310, sign: true });
data.append(FP16x16 { mag: 36554, sign: true });
data.append(FP16x16 { mag: 45301, sign: false });
data.append(FP16x16 { mag: 90795, sign: true });
data.append(FP16x16 { mag: 91286, sign: false });
data.append(FP16x16 { mag: 45037, sign: true });
data.append(FP16x16 { mag: 36959, sign: true });
data.append(FP16x16 { mag: 31204, sign: false });
data.append(FP16x16 { mag: 111906, sign: true });
data.append(FP16x16 { mag: 65334, sign: false });
data.append(FP16x16 { mag: 151771, sign: true });
data.append(FP16x16 { mag: 28963, sign: true });
data.append(FP16x16 { mag: 53952, sign: false });
data.append(FP16x16 { mag: 104513, sign: true });
data.append(FP16x16 { mag: 121643, sign: false });
data.append(FP16x16 { mag: 20658, sign: true });
data.append(FP16x16 { mag: 28787, sign: true });
data.append(FP16x16 { mag: 46278, sign: false });
data.append(FP16x16 { mag: 135335, sign: true });
data.append(FP16x16 { mag: 46819, sign: false });
data.append(FP16x16 { mag: 68555, sign: true });
data.append(FP16x16 { mag: 35143, sign: true });
data.append(FP16x16 { mag: 42180, sign: false });
data.append(FP16x16 { mag: 102903, sign: true });
data.append(FP16x16 { mag: 124252, sign: false });
data.append(FP16x16 { mag: 132667, sign: true });
data.append(FP16x16 { mag: 37173, sign: true });
data.append(FP16x16 { mag: 38662, sign: false });
data.append(FP16x16 { mag: 89894, sign: true });
data.append(FP16x16 { mag: 76738, sign: false });
data.append(FP16x16 { mag: 54649, sign: true });
data.append(FP16x16 { mag: 31336, sign: true });
data.append(FP16x16 { mag: 18722, sign: false });
data.append(FP16x16 { mag: 94412, sign: true });
data.append(FP16x16 { mag: 75879, sign: false });
data.append(FP16x16 { mag: 82768, sign: true });
data.append(FP16x16 { mag: 28065, sign: true });
data.append(FP16x16 { mag: 33448, sign: false });
data.append(FP16x16 { mag: 127469, sign: true });
data.append(FP16x16 { mag: 21429, sign: false });
data.append(FP16x16 { mag: 45363, sign: true });
data.append(FP16x16 { mag: 37692, sign: true });
data.append(FP16x16 { mag: 51120, sign: false });
data.append(FP16x16 { mag: 98514, sign: true });
data.append(FP16x16 { mag: 106370, sign: false });
data.append(FP16x16 { mag: 85630, sign: true });
data.append(FP16x16 { mag: 24340, sign: true });
data.append(FP16x16 { mag: 37405, sign: false });
data.append(FP16x16 { mag: 128694, sign: true });
data.append(FP16x16 { mag: 69394, sign: false });
data.append(FP16x16 { mag: 57263, sign: true });
data.append(FP16x16 { mag: 38335, sign: true });
data.append(FP16x16 { mag: 44227, sign: false });
data.append(FP16x16 { mag: 98068, sign: true });
data.append(FP16x16 { mag: 44884, sign: false });
data.append(FP16x16 { mag: 35454, sign: true });
data.append(FP16x16 { mag: 28683, sign: true });
data.append(FP16x16 { mag: 52423, sign: false });
data.append(FP16x16 { mag: 110980, sign: true });
data.append(FP16x16 { mag: 139406, sign: false });
data.append(FP16x16 { mag: 72447, sign: true });
data.append(FP16x16 { mag: 32053, sign: true });
data.append(FP16x16 { mag: 63056, sign: false });
data.append(FP16x16 { mag: 120760, sign: true });
data.append(FP16x16 { mag: 106395, sign: false });
data.append(FP16x16 { mag: 63149, sign: true });
data.append(FP16x16 { mag: 35826, sign: true });
data.append(FP16x16 { mag: 27007, sign: false });
data.append(FP16x16 { mag: 110829, sign: true });
data.append(FP16x16 { mag: 65907, sign: false });
data.append(FP16x16 { mag: 151855, sign: true });
data.append(FP16x16 { mag: 23850, sign: true });
data.append(FP16x16 { mag: 39710, sign: false });
data.append(FP16x16 { mag: 112364, sign: true });
data.append(FP16x16 { mag: 103957, sign: false });
data.append(FP16x16 { mag: 25360, sign: true });
data.append(FP16x16 { mag: 27646, sign: true });
data.append(FP16x16 { mag: 54560, sign: false });
data.append(FP16x16 { mag: 130110, sign: true });
data.append(FP16x16 { mag: 96250, sign: false });
data.append(FP16x16 { mag: 69503, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-2/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 50439, sign: true });
data.append(FP16x16 { mag: 80584, sign: false });
data.append(FP16x16 { mag: 108804, sign: false });
data.append(FP16x16 { mag: 64736, sign: true });
data.append(FP16x16 { mag: 35989, sign: false });
data.append(FP16x16 { mag: 83918, sign: false });
data.append(FP16x16 { mag: 80462, sign: true });
data.append(FP16x16 { mag: 43318, sign: false });
data.append(FP16x16 { mag: 65651, sign: true });
data.append(FP16x16 { mag: 11331, sign: true });
data.append(FP16x16 { mag: 25254, sign: true });
data.append(FP16x16 { mag: 62677, sign: false });
data.append(FP16x16 { mag: 8412, sign: false });
data.append(FP16x16 { mag: 64067, sign: true });
data.append(FP16x16 { mag: 11592, sign: true });
data.append(FP16x16 { mag: 10557, sign: false });
data.append(FP16x16 { mag: 33540, sign: true });
data.append(FP16x16 { mag: 50007, sign: true });
data.append(FP16x16 { mag: 66942, sign: true });
data.append(FP16x16 { mag: 24781, sign: true });
data.append(FP16x16 { mag: 70618, sign: true });
data.append(FP16x16 { mag: 91944, sign: false });
data.append(FP16x16 { mag: 25130, sign: false });
data.append(FP16x16 { mag: 70069, sign: true });
data.append(FP16x16 { mag: 19429, sign: false });
data.append(FP16x16 { mag: 17607, sign: true });
data.append(FP16x16 { mag: 20059, sign: true });
data.append(FP16x16 { mag: 30637, sign: false });
data.append(FP16x16 { mag: 110305, sign: true });
data.append(FP16x16 { mag: 47227, sign: true });
data.append(FP16x16 { mag: 52701, sign: false });
data.append(FP16x16 { mag: 113586, sign: true });
data.append(FP16x16 { mag: 28893, sign: false });
data.append(FP16x16 { mag: 19309, sign: true });
data.append(FP16x16 { mag: 9704, sign: true });
data.append(FP16x16 { mag: 56793, sign: false });
data.append(FP16x16 { mag: 44072, sign: false });
data.append(FP16x16 { mag: 2660, sign: true });
data.append(FP16x16 { mag: 29401, sign: true });
data.append(FP16x16 { mag: 36736, sign: true });
data.append(FP16x16 { mag: 86250, sign: false });
data.append(FP16x16 { mag: 38971, sign: true });
data.append(FP16x16 { mag: 138249, sign: true });
data.append(FP16x16 { mag: 36048, sign: false });
data.append(FP16x16 { mag: 37452, sign: false });
data.append(FP16x16 { mag: 23181, sign: true });
data.append(FP16x16 { mag: 35955, sign: true });
data.append(FP16x16 { mag: 51748, sign: true });
data.append(FP16x16 { mag: 57097, sign: true });
data.append(FP16x16 { mag: 91645, sign: true });
data.append(FP16x16 { mag: 727, sign: true });
data.append(FP16x16 { mag: 26384, sign: true });
data.append(FP16x16 { mag: 1331, sign: false });
data.append(FP16x16 { mag: 98672, sign: false });
data.append(FP16x16 { mag: 82596, sign: false });
data.append(FP16x16 { mag: 100984, sign: true });
data.append(FP16x16 { mag: 88934, sign: true });
data.append(FP16x16 { mag: 110736, sign: false });
data.append(FP16x16 { mag: 106050, sign: true });
data.append(FP16x16 { mag: 43286, sign: true });
data.append(FP16x16 { mag: 114427, sign: false });
data.append(FP16x16 { mag: 26160, sign: false });
data.append(FP16x16 { mag: 19914, sign: true });
data.append(FP16x16 { mag: 168031, sign: false });
data.append(FP16x16 { mag: 70834, sign: true });
data.append(FP16x16 { mag: 62785, sign: false });
data.append(FP16x16 { mag: 20711, sign: true });
data.append(FP16x16 { mag: 150814, sign: true });
data.append(FP16x16 { mag: 19909, sign: true });
data.append(FP16x16 { mag: 4360, sign: true });
data.append(FP16x16 { mag: 38550, sign: false });
data.append(FP16x16 { mag: 155210, sign: false });
data.append(FP16x16 { mag: 49387, sign: true });
data.append(FP16x16 { mag: 48606, sign: false });
data.append(FP16x16 { mag: 26297, sign: false });
data.append(FP16x16 { mag: 5832, sign: true });
data.append(FP16x16 { mag: 67019, sign: false });
data.append(FP16x16 { mag: 108552, sign: false });
data.append(FP16x16 { mag: 38302, sign: true });
data.append(FP16x16 { mag: 67467, sign: false });
data.append(FP16x16 { mag: 123524, sign: false });
data.append(FP16x16 { mag: 38110, sign: true });
data.append(FP16x16 { mag: 49459, sign: true });
data.append(FP16x16 { mag: 89977, sign: false });
data.append(FP16x16 { mag: 3116, sign: false });
data.append(FP16x16 { mag: 139868, sign: true });
data.append(FP16x16 { mag: 3777, sign: false });
data.append(FP16x16 { mag: 93508, sign: false });
data.append(FP16x16 { mag: 18473, sign: true });
data.append(FP16x16 { mag: 9749, sign: false });
data.append(FP16x16 { mag: 69280, sign: false });
data.append(FP16x16 { mag: 31261, sign: true });
data.append(FP16x16 { mag: 70810, sign: true });
data.append(FP16x16 { mag: 53719, sign: true });
data.append(FP16x16 { mag: 25490, sign: false });
data.append(FP16x16 { mag: 76561, sign: true });
data.append(FP16x16 { mag: 87810, sign: true });
data.append(FP16x16 { mag: 54546, sign: true });
data.append(FP16x16 { mag: 11956, sign: false });
data.append(FP16x16 { mag: 53981, sign: true });
data.append(FP16x16 { mag: 48734, sign: false });
data.append(FP16x16 { mag: 81861, sign: true });
data.append(FP16x16 { mag: 91276, sign: false });
data.append(FP16x16 { mag: 104233, sign: false });
data.append(FP16x16 { mag: 52396, sign: false });
data.append(FP16x16 { mag: 37016, sign: false });
data.append(FP16x16 { mag: 39784, sign: false });
data.append(FP16x16 { mag: 16087, sign: true });
data.append(FP16x16 { mag: 22464, sign: true });
data.append(FP16x16 { mag: 98432, sign: true });
data.append(FP16x16 { mag: 120832, sign: true });
data.append(FP16x16 { mag: 25665, sign: true });
data.append(FP16x16 { mag: 23338, sign: true });
data.append(FP16x16 { mag: 18801, sign: false });
data.append(FP16x16 { mag: 22675, sign: false });
data.append(FP16x16 { mag: 79634, sign: true });
data.append(FP16x16 { mag: 95608, sign: true });
data.append(FP16x16 { mag: 73767, sign: false });
data.append(FP16x16 { mag: 20235, sign: false });
data.append(FP16x16 { mag: 19535, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-2/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 12195, sign: false });
data.append(FP16x16 { mag: 25593, sign: false });
data.append(FP16x16 { mag: 14094, sign: true });
data.append(FP16x16 { mag: 99626, sign: true });
data.append(FP16x16 { mag: 48676, sign: true });
data.append(FP16x16 { mag: 58459, sign: false });
data.append(FP16x16 { mag: 96699, sign: true });
data.append(FP16x16 { mag: 14935, sign: true });
data.append(FP16x16 { mag: 2362, sign: true });
data.append(FP16x16 { mag: 150235, sign: false });
data.append(FP16x16 { mag: 65730, sign: true });
data.append(FP16x16 { mag: 56267, sign: false });
data.append(FP16x16 { mag: 83617, sign: true });
data.append(FP16x16 { mag: 34940, sign: false });
data.append(FP16x16 { mag: 14826, sign: false });
data.append(FP16x16 { mag: 67759, sign: true });
data.append(FP16x16 { mag: 88099, sign: true });
data.append(FP16x16 { mag: 103290, sign: true });
data.append(FP16x16 { mag: 50684, sign: true });
data.append(FP16x16 { mag: 29161, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-2/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_2() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 44676, sign: false });
data.append(FP16x16 { mag: 53361, sign: true });
data.append(FP16x16 { mag: 33378, sign: true });
data.append(FP16x16 { mag: 43061, sign: false });
data.append(FP16x16 { mag: 24801, sign: false });
data.append(FP16x16 { mag: 33406, sign: false });
data.append(FP16x16 { mag: 54529, sign: true });
data.append(FP16x16 { mag: 133687, sign: false });
data.append(FP16x16 { mag: 44032, sign: true });
data.append(FP16x16 { mag: 38747, sign: true });
data.append(FP16x16 { mag: 34054, sign: true });
data.append(FP16x16 { mag: 45436, sign: false });
data.append(FP16x16 { mag: 80815, sign: false });
data.append(FP16x16 { mag: 79372, sign: true });
data.append(FP16x16 { mag: 17958, sign: true });
data.append(FP16x16 { mag: 49483, sign: false });
data.append(FP16x16 { mag: 46695, sign: true });
data.append(FP16x16 { mag: 1816, sign: true });
data.append(FP16x16 { mag: 43264, sign: true });
data.append(FP16x16 { mag: 59187, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-2/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 34980, sign: false });
data.append(FP16x16 { mag: 14079, sign: true });
data.append(FP16x16 { mag: 62083, sign: true });
data.append(FP16x16 { mag: 147603, sign: false });
data.append(FP16x16 { mag: 11308, sign: true });
data.append(FP16x16 { mag: 126598, sign: false });
data.append(FP16x16 { mag: 73983, sign: false });
data.append(FP16x16 { mag: 120660, sign: false });
data.append(FP16x16 { mag: 41515, sign: true });
data.append(FP16x16 { mag: 53720, sign: true });
data.append(FP16x16 { mag: 11229, sign: true });
data.append(FP16x16 { mag: 113880, sign: false });
data.append(FP16x16 { mag: 59791, sign: false });
data.append(FP16x16 { mag: 115620, sign: true });
data.append(FP16x16 { mag: 19505, sign: true });
data.append(FP16x16 { mag: 29861, sign: false });
data.append(FP16x16 { mag: 3122, sign: true });
data.append(FP16x16 { mag: 79516, sign: false });
data.append(FP16x16 { mag: 11908, sign: false });
data.append(FP16x16 { mag: 49306, sign: true });
data.append(FP16x16 { mag: 30901, sign: false });
data.append(FP16x16 { mag: 4892, sign: true });
data.append(FP16x16 { mag: 42556, sign: true });
data.append(FP16x16 { mag: 154572, sign: false });
data.append(FP16x16 { mag: 1734, sign: true });
data.append(FP16x16 { mag: 25009, sign: false });
data.append(FP16x16 { mag: 36229, sign: true });
data.append(FP16x16 { mag: 122431, sign: false });
data.append(FP16x16 { mag: 39621, sign: true });
data.append(FP16x16 { mag: 143085, sign: true });
data.append(FP16x16 { mag: 110561, sign: true });
data.append(FP16x16 { mag: 63080, sign: true });
data.append(FP16x16 { mag: 20513, sign: false });
data.append(FP16x16 { mag: 85496, sign: true });
data.append(FP16x16 { mag: 17909, sign: true });
data.append(FP16x16 { mag: 34541, sign: true });
data.append(FP16x16 { mag: 135099, sign: true });
data.append(FP16x16 { mag: 15693, sign: true });
data.append(FP16x16 { mag: 24867, sign: true });
data.append(FP16x16 { mag: 44624, sign: true });
data.append(FP16x16 { mag: 62432, sign: false });
data.append(FP16x16 { mag: 61070, sign: true });
data.append(FP16x16 { mag: 9497, sign: true });
data.append(FP16x16 { mag: 31812, sign: true });
data.append(FP16x16 { mag: 12740, sign: true });
data.append(FP16x16 { mag: 28750, sign: false });
data.append(FP16x16 { mag: 29494, sign: true });
data.append(FP16x16 { mag: 140863, sign: false });
data.append(FP16x16 { mag: 42720, sign: true });
data.append(FP16x16 { mag: 195054, sign: true });
data.append(FP16x16 { mag: 49531, sign: true });
data.append(FP16x16 { mag: 38426, sign: false });
data.append(FP16x16 { mag: 58711, sign: false });
data.append(FP16x16 { mag: 22407, sign: true });
data.append(FP16x16 { mag: 2868, sign: false });
data.append(FP16x16 { mag: 128861, sign: false });
data.append(FP16x16 { mag: 41612, sign: false });
data.append(FP16x16 { mag: 187704, sign: true });
data.append(FP16x16 { mag: 19714, sign: false });
data.append(FP16x16 { mag: 48637, sign: true });
data.append(FP16x16 { mag: 58990, sign: false });
data.append(FP16x16 { mag: 53022, sign: true });
data.append(FP16x16 { mag: 25027, sign: true });
data.append(FP16x16 { mag: 144085, sign: true });
data.append(FP16x16 { mag: 86230, sign: false });
data.append(FP16x16 { mag: 62331, sign: false });
data.append(FP16x16 { mag: 3779, sign: false });
data.append(FP16x16 { mag: 168240, sign: false });
data.append(FP16x16 { mag: 42633, sign: true });
data.append(FP16x16 { mag: 97041, sign: true });
data.append(FP16x16 { mag: 45633, sign: true });
data.append(FP16x16 { mag: 141649, sign: false });
data.append(FP16x16 { mag: 162760, sign: false });
data.append(FP16x16 { mag: 68597, sign: true });
data.append(FP16x16 { mag: 17735, sign: true });
data.append(FP16x16 { mag: 77086, sign: false });
data.append(FP16x16 { mag: 95189, sign: true });
data.append(FP16x16 { mag: 115074, sign: true });
data.append(FP16x16 { mag: 980, sign: true });
data.append(FP16x16 { mag: 75411, sign: true });
data.append(FP16x16 { mag: 69778, sign: false });
data.append(FP16x16 { mag: 63413, sign: true });
data.append(FP16x16 { mag: 25417, sign: true });
data.append(FP16x16 { mag: 111323, sign: true });
data.append(FP16x16 { mag: 13487, sign: false });
data.append(FP16x16 { mag: 79762, sign: true });
data.append(FP16x16 { mag: 77975, sign: true });
data.append(FP16x16 { mag: 109742, sign: false });
data.append(FP16x16 { mag: 43808, sign: true });
data.append(FP16x16 { mag: 11284, sign: false });
data.append(FP16x16 { mag: 115283, sign: true });
data.append(FP16x16 { mag: 29181, sign: false });
data.append(FP16x16 { mag: 155120, sign: false });
data.append(FP16x16 { mag: 101365, sign: true });
data.append(FP16x16 { mag: 9482, sign: true });
data.append(FP16x16 { mag: 115606, sign: false });
data.append(FP16x16 { mag: 54304, sign: false });
data.append(FP16x16 { mag: 64495, sign: false });
data.append(FP16x16 { mag: 61839, sign: true });
data.append(FP16x16 { mag: 40715, sign: true });
data.append(FP16x16 { mag: 54635, sign: false });
data.append(FP16x16 { mag: 84491, sign: true });
data.append(FP16x16 { mag: 54222, sign: true });
data.append(FP16x16 { mag: 124370, sign: true });
data.append(FP16x16 { mag: 17725, sign: true });
data.append(FP16x16 { mag: 70484, sign: false });
data.append(FP16x16 { mag: 120027, sign: true });
data.append(FP16x16 { mag: 136560, sign: false });
data.append(FP16x16 { mag: 43343, sign: true });
data.append(FP16x16 { mag: 260233, sign: true });
data.append(FP16x16 { mag: 85770, sign: false });
data.append(FP16x16 { mag: 26220, sign: false });
data.append(FP16x16 { mag: 106343, sign: false });
data.append(FP16x16 { mag: 67118, sign: true });
data.append(FP16x16 { mag: 11865, sign: true });
data.append(FP16x16 { mag: 129550, sign: false });
data.append(FP16x16 { mag: 79314, sign: false });
data.append(FP16x16 { mag: 126419, sign: true });
data.append(FP16x16 { mag: 62170, sign: true });
data.append(FP16x16 { mag: 52010, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-3/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 50439, sign: true });
data.append(FP16x16 { mag: 80584, sign: false });
data.append(FP16x16 { mag: 108804, sign: false });
data.append(FP16x16 { mag: 64736, sign: true });
data.append(FP16x16 { mag: 35989, sign: false });
data.append(FP16x16 { mag: 83918, sign: false });
data.append(FP16x16 { mag: 80462, sign: true });
data.append(FP16x16 { mag: 43318, sign: false });
data.append(FP16x16 { mag: 65651, sign: true });
data.append(FP16x16 { mag: 11331, sign: true });
data.append(FP16x16 { mag: 25254, sign: true });
data.append(FP16x16 { mag: 62677, sign: false });
data.append(FP16x16 { mag: 8412, sign: false });
data.append(FP16x16 { mag: 64067, sign: true });
data.append(FP16x16 { mag: 11592, sign: true });
data.append(FP16x16 { mag: 10557, sign: false });
data.append(FP16x16 { mag: 33540, sign: true });
data.append(FP16x16 { mag: 50007, sign: true });
data.append(FP16x16 { mag: 66942, sign: true });
data.append(FP16x16 { mag: 24781, sign: true });
data.append(FP16x16 { mag: 70618, sign: true });
data.append(FP16x16 { mag: 91944, sign: false });
data.append(FP16x16 { mag: 25130, sign: false });
data.append(FP16x16 { mag: 70069, sign: true });
data.append(FP16x16 { mag: 19429, sign: false });
data.append(FP16x16 { mag: 17607, sign: true });
data.append(FP16x16 { mag: 20059, sign: true });
data.append(FP16x16 { mag: 30637, sign: false });
data.append(FP16x16 { mag: 110305, sign: true });
data.append(FP16x16 { mag: 47227, sign: true });
data.append(FP16x16 { mag: 52701, sign: false });
data.append(FP16x16 { mag: 113586, sign: true });
data.append(FP16x16 { mag: 28893, sign: false });
data.append(FP16x16 { mag: 19309, sign: true });
data.append(FP16x16 { mag: 9704, sign: true });
data.append(FP16x16 { mag: 56793, sign: false });
data.append(FP16x16 { mag: 44072, sign: false });
data.append(FP16x16 { mag: 2660, sign: true });
data.append(FP16x16 { mag: 29401, sign: true });
data.append(FP16x16 { mag: 36736, sign: true });
data.append(FP16x16 { mag: 86250, sign: false });
data.append(FP16x16 { mag: 38971, sign: true });
data.append(FP16x16 { mag: 138249, sign: true });
data.append(FP16x16 { mag: 36048, sign: false });
data.append(FP16x16 { mag: 37452, sign: false });
data.append(FP16x16 { mag: 23181, sign: true });
data.append(FP16x16 { mag: 35955, sign: true });
data.append(FP16x16 { mag: 51748, sign: true });
data.append(FP16x16 { mag: 57097, sign: true });
data.append(FP16x16 { mag: 91645, sign: true });
data.append(FP16x16 { mag: 727, sign: true });
data.append(FP16x16 { mag: 26384, sign: true });
data.append(FP16x16 { mag: 1331, sign: false });
data.append(FP16x16 { mag: 98672, sign: false });
data.append(FP16x16 { mag: 82596, sign: false });
data.append(FP16x16 { mag: 100984, sign: true });
data.append(FP16x16 { mag: 88934, sign: true });
data.append(FP16x16 { mag: 110736, sign: false });
data.append(FP16x16 { mag: 106050, sign: true });
data.append(FP16x16 { mag: 43286, sign: true });
data.append(FP16x16 { mag: 114427, sign: false });
data.append(FP16x16 { mag: 26160, sign: false });
data.append(FP16x16 { mag: 19914, sign: true });
data.append(FP16x16 { mag: 168031, sign: false });
data.append(FP16x16 { mag: 70834, sign: true });
data.append(FP16x16 { mag: 62785, sign: false });
data.append(FP16x16 { mag: 20711, sign: true });
data.append(FP16x16 { mag: 150814, sign: true });
data.append(FP16x16 { mag: 19909, sign: true });
data.append(FP16x16 { mag: 4360, sign: true });
data.append(FP16x16 { mag: 38550, sign: false });
data.append(FP16x16 { mag: 155210, sign: false });
data.append(FP16x16 { mag: 49387, sign: true });
data.append(FP16x16 { mag: 48606, sign: false });
data.append(FP16x16 { mag: 26297, sign: false });
data.append(FP16x16 { mag: 5832, sign: true });
data.append(FP16x16 { mag: 67019, sign: false });
data.append(FP16x16 { mag: 108552, sign: false });
data.append(FP16x16 { mag: 38302, sign: true });
data.append(FP16x16 { mag: 67467, sign: false });
data.append(FP16x16 { mag: 123524, sign: false });
data.append(FP16x16 { mag: 38110, sign: true });
data.append(FP16x16 { mag: 49459, sign: true });
data.append(FP16x16 { mag: 89977, sign: false });
data.append(FP16x16 { mag: 3116, sign: false });
data.append(FP16x16 { mag: 139868, sign: true });
data.append(FP16x16 { mag: 3777, sign: false });
data.append(FP16x16 { mag: 93508, sign: false });
data.append(FP16x16 { mag: 18473, sign: true });
data.append(FP16x16 { mag: 9749, sign: false });
data.append(FP16x16 { mag: 69280, sign: false });
data.append(FP16x16 { mag: 31261, sign: true });
data.append(FP16x16 { mag: 70810, sign: true });
data.append(FP16x16 { mag: 53719, sign: true });
data.append(FP16x16 { mag: 25490, sign: false });
data.append(FP16x16 { mag: 76561, sign: true });
data.append(FP16x16 { mag: 87810, sign: true });
data.append(FP16x16 { mag: 54546, sign: true });
data.append(FP16x16 { mag: 11956, sign: false });
data.append(FP16x16 { mag: 53981, sign: true });
data.append(FP16x16 { mag: 48734, sign: false });
data.append(FP16x16 { mag: 81861, sign: true });
data.append(FP16x16 { mag: 91276, sign: false });
data.append(FP16x16 { mag: 104233, sign: false });
data.append(FP16x16 { mag: 52396, sign: false });
data.append(FP16x16 { mag: 37016, sign: false });
data.append(FP16x16 { mag: 39784, sign: false });
data.append(FP16x16 { mag: 16087, sign: true });
data.append(FP16x16 { mag: 22464, sign: true });
data.append(FP16x16 { mag: 98432, sign: true });
data.append(FP16x16 { mag: 120832, sign: true });
data.append(FP16x16 { mag: 25665, sign: true });
data.append(FP16x16 { mag: 23338, sign: true });
data.append(FP16x16 { mag: 18801, sign: false });
data.append(FP16x16 { mag: 22675, sign: false });
data.append(FP16x16 { mag: 79634, sign: true });
data.append(FP16x16 { mag: 95608, sign: true });
data.append(FP16x16 { mag: 73767, sign: false });
data.append(FP16x16 { mag: 20235, sign: false });
data.append(FP16x16 { mag: 19535, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-3/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 72546, sign: true });
data.append(FP16x16 { mag: 1934, sign: true });
data.append(FP16x16 { mag: 26602, sign: false });
data.append(FP16x16 { mag: 64666, sign: false });
data.append(FP16x16 { mag: 113155, sign: false });
data.append(FP16x16 { mag: 140657, sign: true });
data.append(FP16x16 { mag: 8029, sign: false });
data.append(FP16x16 { mag: 1972, sign: true });
data.append(FP16x16 { mag: 13859, sign: true });
data.append(FP16x16 { mag: 30242, sign: true });
data.append(FP16x16 { mag: 5299, sign: false });
data.append(FP16x16 { mag: 164784, sign: false });
data.append(FP16x16 { mag: 46610, sign: false });
data.append(FP16x16 { mag: 8040, sign: true });
data.append(FP16x16 { mag: 2005, sign: false });
data.append(FP16x16 { mag: 43621, sign: true });
data.append(FP16x16 { mag: 23042, sign: false });
data.append(FP16x16 { mag: 12823, sign: true });
data.append(FP16x16 { mag: 93996, sign: true });
data.append(FP16x16 { mag: 32415, sign: true });
data.append(FP16x16 { mag: 78956, sign: true });
data.append(FP16x16 { mag: 74322, sign: true });
data.append(FP16x16 { mag: 3724, sign: true });
data.append(FP16x16 { mag: 5105, sign: true });
data.append(FP16x16 { mag: 54473, sign: false });
data.append(FP16x16 { mag: 38101, sign: false });
data.append(FP16x16 { mag: 12378, sign: false });
data.append(FP16x16 { mag: 36960, sign: true });
data.append(FP16x16 { mag: 87265, sign: true });
data.append(FP16x16 { mag: 34339, sign: true });
data.append(FP16x16 { mag: 109979, sign: false });
data.append(FP16x16 { mag: 138917, sign: true });
data.append(FP16x16 { mag: 93741, sign: false });
data.append(FP16x16 { mag: 139243, sign: false });
data.append(FP16x16 { mag: 42853, sign: true });
data.append(FP16x16 { mag: 33084, sign: false });
data.append(FP16x16 { mag: 23897, sign: true });
data.append(FP16x16 { mag: 52766, sign: true });
data.append(FP16x16 { mag: 38574, sign: true });
data.append(FP16x16 { mag: 10485, sign: true });
data.append(FP16x16 { mag: 60984, sign: true });
data.append(FP16x16 { mag: 20096, sign: false });
data.append(FP16x16 { mag: 24418, sign: false });
data.append(FP16x16 { mag: 29015, sign: false });
data.append(FP16x16 { mag: 49773, sign: false });
data.append(FP16x16 { mag: 104302, sign: false });
data.append(FP16x16 { mag: 39141, sign: false });
data.append(FP16x16 { mag: 23473, sign: true });
data.append(FP16x16 { mag: 33895, sign: false });
data.append(FP16x16 { mag: 12032, sign: true });
data.append(FP16x16 { mag: 60207, sign: false });
data.append(FP16x16 { mag: 64204, sign: false });
data.append(FP16x16 { mag: 34732, sign: true });
data.append(FP16x16 { mag: 31629, sign: false });
data.append(FP16x16 { mag: 3538, sign: true });
data.append(FP16x16 { mag: 13382, sign: false });
data.append(FP16x16 { mag: 29195, sign: true });
data.append(FP16x16 { mag: 5944, sign: true });
data.append(FP16x16 { mag: 103840, sign: true });
data.append(FP16x16 { mag: 38426, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-3/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_2() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(4);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 140567, sign: false });
data.append(FP16x16 { mag: 40459, sign: true });
data.append(FP16x16 { mag: 24644, sign: false });
data.append(FP16x16 { mag: 111555, sign: false });
data.append(FP16x16 { mag: 8570, sign: false });
data.append(FP16x16 { mag: 10992, sign: true });
data.append(FP16x16 { mag: 212035, sign: false });
data.append(FP16x16 { mag: 11465, sign: false });
data.append(FP16x16 { mag: 73223, sign: false });
data.append(FP16x16 { mag: 105723, sign: true });
data.append(FP16x16 { mag: 75766, sign: true });
data.append(FP16x16 { mag: 102598, sign: true });
data.append(FP16x16 { mag: 94019, sign: true });
data.append(FP16x16 { mag: 35770, sign: false });
data.append(FP16x16 { mag: 78502, sign: false });
data.append(FP16x16 { mag: 41664, sign: true });
data.append(FP16x16 { mag: 29280, sign: true });
data.append(FP16x16 { mag: 124649, sign: false });
data.append(FP16x16 { mag: 99019, sign: true });
data.append(FP16x16 { mag: 66970, sign: true });
data.append(FP16x16 { mag: 8747, sign: true });
data.append(FP16x16 { mag: 79443, sign: true });
data.append(FP16x16 { mag: 68471, sign: false });
data.append(FP16x16 { mag: 11126, sign: true });
data.append(FP16x16 { mag: 24010, sign: true });
data.append(FP16x16 { mag: 4088, sign: false });
data.append(FP16x16 { mag: 49743, sign: false });
data.append(FP16x16 { mag: 8246, sign: false });
data.append(FP16x16 { mag: 84164, sign: false });
data.append(FP16x16 { mag: 86259, sign: false });
data.append(FP16x16 { mag: 42086, sign: false });
data.append(FP16x16 { mag: 5197, sign: false });
data.append(FP16x16 { mag: 1592, sign: false });
data.append(FP16x16 { mag: 41261, sign: true });
data.append(FP16x16 { mag: 52531, sign: false });
data.append(FP16x16 { mag: 9495, sign: true });
data.append(FP16x16 { mag: 18817, sign: true });
data.append(FP16x16 { mag: 2626, sign: false });
data.append(FP16x16 { mag: 7622, sign: true });
data.append(FP16x16 { mag: 34140, sign: true });
data.append(FP16x16 { mag: 29535, sign: true });
data.append(FP16x16 { mag: 43504, sign: true });
data.append(FP16x16 { mag: 71292, sign: true });
data.append(FP16x16 { mag: 30928, sign: false });
data.append(FP16x16 { mag: 113967, sign: false });
data.append(FP16x16 { mag: 38791, sign: false });
data.append(FP16x16 { mag: 89439, sign: true });
data.append(FP16x16 { mag: 73665, sign: true });
data.append(FP16x16 { mag: 103501, sign: false });
data.append(FP16x16 { mag: 27579, sign: false });
data.append(FP16x16 { mag: 81207, sign: false });
data.append(FP16x16 { mag: 8128, sign: true });
data.append(FP16x16 { mag: 7160, sign: true });
data.append(FP16x16 { mag: 159276, sign: true });
data.append(FP16x16 { mag: 93395, sign: false });
data.append(FP16x16 { mag: 6090, sign: false });
data.append(FP16x16 { mag: 29949, sign: false });
data.append(FP16x16 { mag: 24359, sign: true });
data.append(FP16x16 { mag: 44435, sign: false });
data.append(FP16x16 { mag: 57014, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-3/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 187342, sign: false });
data.append(FP16x16 { mag: 43360, sign: true });
data.append(FP16x16 { mag: 76815, sign: false });
data.append(FP16x16 { mag: 54732, sign: false });
data.append(FP16x16 { mag: 95653, sign: false });
data.append(FP16x16 { mag: 229562, sign: true });
data.append(FP16x16 { mag: 202912, sign: false });
data.append(FP16x16 { mag: 9710, sign: false });
data.append(FP16x16 { mag: 85609, sign: false });
data.append(FP16x16 { mag: 105578, sign: true });
data.append(FP16x16 { mag: 76999, sign: true });
data.append(FP16x16 { mag: 96182, sign: false });
data.append(FP16x16 { mag: 79183, sign: true });
data.append(FP16x16 { mag: 42747, sign: false });
data.append(FP16x16 { mag: 78484, sign: false });
data.append(FP16x16 { mag: 57080, sign: true });
data.append(FP16x16 { mag: 37764, sign: true });
data.append(FP16x16 { mag: 132826, sign: false });
data.append(FP16x16 { mag: 13030, sign: true });
data.append(FP16x16 { mag: 59680, sign: true });
data.append(FP16x16 { mag: 68231, sign: false });
data.append(FP16x16 { mag: 204694, sign: true });
data.append(FP16x16 { mag: 66266, sign: false });
data.append(FP16x16 { mag: 6194, sign: true });
data.append(FP16x16 { mag: 3149, sign: false });
data.append(FP16x16 { mag: 6, sign: true });
data.append(FP16x16 { mag: 47916, sign: false });
data.append(FP16x16 { mag: 16960, sign: true });
data.append(FP16x16 { mag: 225919, sign: false });
data.append(FP16x16 { mag: 106594, sign: false });
data.append(FP16x16 { mag: 156803, sign: false });
data.append(FP16x16 { mag: 238316, sign: false });
data.append(FP16x16 { mag: 62849, sign: false });
data.append(FP16x16 { mag: 60107, sign: true });
data.append(FP16x16 { mag: 51595, sign: false });
data.append(FP16x16 { mag: 27228, sign: false });
data.append(FP16x16 { mag: 40369, sign: true });
data.append(FP16x16 { mag: 4608, sign: true });
data.append(FP16x16 { mag: 3968, sign: false });
data.append(FP16x16 { mag: 29731, sign: true });
data.append(FP16x16 { mag: 126627, sign: true });
data.append(FP16x16 { mag: 52689, sign: true });
data.append(FP16x16 { mag: 122123, sign: true });
data.append(FP16x16 { mag: 53286, sign: false });
data.append(FP16x16 { mag: 153464, sign: false });
data.append(FP16x16 { mag: 18067, sign: false });
data.append(FP16x16 { mag: 105399, sign: true });
data.append(FP16x16 { mag: 58027, sign: true });
data.append(FP16x16 { mag: 77954, sign: false });
data.append(FP16x16 { mag: 43451, sign: false });
data.append(FP16x16 { mag: 91367, sign: false });
data.append(FP16x16 { mag: 24251, sign: true });
data.append(FP16x16 { mag: 14192, sign: true });
data.append(FP16x16 { mag: 102491, sign: true });
data.append(FP16x16 { mag: 87973, sign: false });
data.append(FP16x16 { mag: 13606, sign: true });
data.append(FP16x16 { mag: 67163, sign: false });
data.append(FP16x16 { mag: 36206, sign: true });
data.append(FP16x16 { mag: 205884, sign: false });
data.append(FP16x16 { mag: 36735, sign: true });
data.append(FP16x16 { mag: 26425, sign: false });
data.append(FP16x16 { mag: 41090, sign: true });
data.append(FP16x16 { mag: 16004, sign: false });
data.append(FP16x16 { mag: 262275, sign: false });
data.append(FP16x16 { mag: 109588, sign: true });
data.append(FP16x16 { mag: 129666, sign: true });
data.append(FP16x16 { mag: 209336, sign: false });
data.append(FP16x16 { mag: 15754, sign: false });
data.append(FP16x16 { mag: 77723, sign: false });
data.append(FP16x16 { mag: 102547, sign: true });
data.append(FP16x16 { mag: 73109, sign: true });
data.append(FP16x16 { mag: 251621, sign: false });
data.append(FP16x16 { mag: 128567, sign: true });
data.append(FP16x16 { mag: 30597, sign: false });
data.append(FP16x16 { mag: 79160, sign: false });
data.append(FP16x16 { mag: 36176, sign: true });
data.append(FP16x16 { mag: 8461, sign: true });
data.append(FP16x16 { mag: 105536, sign: false });
data.append(FP16x16 { mag: 44072, sign: true });
data.append(FP16x16 { mag: 96463, sign: true });
data.append(FP16x16 { mag: 143124, sign: true });
data.append(FP16x16 { mag: 36197, sign: true });
data.append(FP16x16 { mag: 71235, sign: false });
data.append(FP16x16 { mag: 17395, sign: true });
data.append(FP16x16 { mag: 23976, sign: true });
data.append(FP16x16 { mag: 72861, sign: true });
data.append(FP16x16 { mag: 49866, sign: false });
data.append(FP16x16 { mag: 38981, sign: true });
data.append(FP16x16 { mag: 110729, sign: false });
data.append(FP16x16 { mag: 83018, sign: false });
data.append(FP16x16 { mag: 144969, sign: false });
data.append(FP16x16 { mag: 72585, sign: false });
data.append(FP16x16 { mag: 96262, sign: true });
data.append(FP16x16 { mag: 152991, sign: true });
data.append(FP16x16 { mag: 38957, sign: false });
data.append(FP16x16 { mag: 46719, sign: true });
data.append(FP16x16 { mag: 11869, sign: false });
data.append(FP16x16 { mag: 45582, sign: false });
data.append(FP16x16 { mag: 12464, sign: true });
data.append(FP16x16 { mag: 25688, sign: true });
data.append(FP16x16 { mag: 68881, sign: true });
data.append(FP16x16 { mag: 67620, sign: true });
data.append(FP16x16 { mag: 40860, sign: true });
data.append(FP16x16 { mag: 72401, sign: false });
data.append(FP16x16 { mag: 148655, sign: false });
data.append(FP16x16 { mag: 88817, sign: false });
data.append(FP16x16 { mag: 69136, sign: true });
data.append(FP16x16 { mag: 67311, sign: true });
data.append(FP16x16 { mag: 91271, sign: false });
data.append(FP16x16 { mag: 44836, sign: false });
data.append(FP16x16 { mag: 24194, sign: true });
data.append(FP16x16 { mag: 34197, sign: true });
data.append(FP16x16 { mag: 5799, sign: false });
data.append(FP16x16 { mag: 152246, sign: true });
data.append(FP16x16 { mag: 92415, sign: false });
data.append(FP16x16 { mag: 9547, sign: true });
data.append(FP16x16 { mag: 70654, sign: false });
data.append(FP16x16 { mag: 30297, sign: true });
data.append(FP16x16 { mag: 19252, sign: false });
data.append(FP16x16 { mag: 44739, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-4/input_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 50439, sign: true });
data.append(FP16x16 { mag: 80584, sign: false });
data.append(FP16x16 { mag: 108804, sign: false });
data.append(FP16x16 { mag: 64736, sign: true });
data.append(FP16x16 { mag: 35989, sign: false });
data.append(FP16x16 { mag: 83918, sign: false });
data.append(FP16x16 { mag: 80462, sign: true });
data.append(FP16x16 { mag: 43318, sign: false });
data.append(FP16x16 { mag: 65651, sign: true });
data.append(FP16x16 { mag: 11331, sign: true });
data.append(FP16x16 { mag: 25254, sign: true });
data.append(FP16x16 { mag: 62677, sign: false });
data.append(FP16x16 { mag: 8412, sign: false });
data.append(FP16x16 { mag: 64067, sign: true });
data.append(FP16x16 { mag: 11592, sign: true });
data.append(FP16x16 { mag: 10557, sign: false });
data.append(FP16x16 { mag: 33540, sign: true });
data.append(FP16x16 { mag: 50007, sign: true });
data.append(FP16x16 { mag: 66942, sign: true });
data.append(FP16x16 { mag: 24781, sign: true });
data.append(FP16x16 { mag: 70618, sign: true });
data.append(FP16x16 { mag: 91944, sign: false });
data.append(FP16x16 { mag: 25130, sign: false });
data.append(FP16x16 { mag: 70069, sign: true });
data.append(FP16x16 { mag: 19429, sign: false });
data.append(FP16x16 { mag: 17607, sign: true });
data.append(FP16x16 { mag: 20059, sign: true });
data.append(FP16x16 { mag: 30637, sign: false });
data.append(FP16x16 { mag: 110305, sign: true });
data.append(FP16x16 { mag: 47227, sign: true });
data.append(FP16x16 { mag: 52701, sign: false });
data.append(FP16x16 { mag: 113586, sign: true });
data.append(FP16x16 { mag: 28893, sign: false });
data.append(FP16x16 { mag: 19309, sign: true });
data.append(FP16x16 { mag: 9704, sign: true });
data.append(FP16x16 { mag: 56793, sign: false });
data.append(FP16x16 { mag: 44072, sign: false });
data.append(FP16x16 { mag: 2660, sign: true });
data.append(FP16x16 { mag: 29401, sign: true });
data.append(FP16x16 { mag: 36736, sign: true });
data.append(FP16x16 { mag: 86250, sign: false });
data.append(FP16x16 { mag: 38971, sign: true });
data.append(FP16x16 { mag: 138249, sign: true });
data.append(FP16x16 { mag: 36048, sign: false });
data.append(FP16x16 { mag: 37452, sign: false });
data.append(FP16x16 { mag: 23181, sign: true });
data.append(FP16x16 { mag: 35955, sign: true });
data.append(FP16x16 { mag: 51748, sign: true });
data.append(FP16x16 { mag: 57097, sign: true });
data.append(FP16x16 { mag: 91645, sign: true });
data.append(FP16x16 { mag: 727, sign: true });
data.append(FP16x16 { mag: 26384, sign: true });
data.append(FP16x16 { mag: 1331, sign: false });
data.append(FP16x16 { mag: 98672, sign: false });
data.append(FP16x16 { mag: 82596, sign: false });
data.append(FP16x16 { mag: 100984, sign: true });
data.append(FP16x16 { mag: 88934, sign: true });
data.append(FP16x16 { mag: 110736, sign: false });
data.append(FP16x16 { mag: 106050, sign: true });
data.append(FP16x16 { mag: 43286, sign: true });
data.append(FP16x16 { mag: 114427, sign: false });
data.append(FP16x16 { mag: 26160, sign: false });
data.append(FP16x16 { mag: 19914, sign: true });
data.append(FP16x16 { mag: 168031, sign: false });
data.append(FP16x16 { mag: 70834, sign: true });
data.append(FP16x16 { mag: 62785, sign: false });
data.append(FP16x16 { mag: 20711, sign: true });
data.append(FP16x16 { mag: 150814, sign: true });
data.append(FP16x16 { mag: 19909, sign: true });
data.append(FP16x16 { mag: 4360, sign: true });
data.append(FP16x16 { mag: 38550, sign: false });
data.append(FP16x16 { mag: 155210, sign: false });
data.append(FP16x16 { mag: 49387, sign: true });
data.append(FP16x16 { mag: 48606, sign: false });
data.append(FP16x16 { mag: 26297, sign: false });
data.append(FP16x16 { mag: 5832, sign: true });
data.append(FP16x16 { mag: 67019, sign: false });
data.append(FP16x16 { mag: 108552, sign: false });
data.append(FP16x16 { mag: 38302, sign: true });
data.append(FP16x16 { mag: 67467, sign: false });
data.append(FP16x16 { mag: 123524, sign: false });
data.append(FP16x16 { mag: 38110, sign: true });
data.append(FP16x16 { mag: 49459, sign: true });
data.append(FP16x16 { mag: 89977, sign: false });
data.append(FP16x16 { mag: 3116, sign: false });
data.append(FP16x16 { mag: 139868, sign: true });
data.append(FP16x16 { mag: 3777, sign: false });
data.append(FP16x16 { mag: 93508, sign: false });
data.append(FP16x16 { mag: 18473, sign: true });
data.append(FP16x16 { mag: 9749, sign: false });
data.append(FP16x16 { mag: 69280, sign: false });
data.append(FP16x16 { mag: 31261, sign: true });
data.append(FP16x16 { mag: 70810, sign: true });
data.append(FP16x16 { mag: 53719, sign: true });
data.append(FP16x16 { mag: 25490, sign: false });
data.append(FP16x16 { mag: 76561, sign: true });
data.append(FP16x16 { mag: 87810, sign: true });
data.append(FP16x16 { mag: 54546, sign: true });
data.append(FP16x16 { mag: 11956, sign: false });
data.append(FP16x16 { mag: 53981, sign: true });
data.append(FP16x16 { mag: 48734, sign: false });
data.append(FP16x16 { mag: 81861, sign: true });
data.append(FP16x16 { mag: 91276, sign: false });
data.append(FP16x16 { mag: 104233, sign: false });
data.append(FP16x16 { mag: 52396, sign: false });
data.append(FP16x16 { mag: 37016, sign: false });
data.append(FP16x16 { mag: 39784, sign: false });
data.append(FP16x16 { mag: 16087, sign: true });
data.append(FP16x16 { mag: 22464, sign: true });
data.append(FP16x16 { mag: 98432, sign: true });
data.append(FP16x16 { mag: 120832, sign: true });
data.append(FP16x16 { mag: 25665, sign: true });
data.append(FP16x16 { mag: 23338, sign: true });
data.append(FP16x16 { mag: 18801, sign: false });
data.append(FP16x16 { mag: 22675, sign: false });
data.append(FP16x16 { mag: 79634, sign: true });
data.append(FP16x16 { mag: 95608, sign: true });
data.append(FP16x16 { mag: 73767, sign: false });
data.append(FP16x16 { mag: 20235, sign: false });
data.append(FP16x16 { mag: 19535, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-4/input_1.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> 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: 9950, sign: true });
data.append(FP16x16 { mag: 28981, sign: true });
data.append(FP16x16 { mag: 12325, sign: false });
data.append(FP16x16 { mag: 111567, sign: true });
data.append(FP16x16 { mag: 87492, sign: true });
data.append(FP16x16 { mag: 2266, sign: false });
data.append(FP16x16 { mag: 91808, sign: false });
data.append(FP16x16 { mag: 99181, sign: false });
data.append(FP16x16 { mag: 54619, sign: false });
data.append(FP16x16 { mag: 56530, sign: true });
data.append(FP16x16 { mag: 58746, sign: false });
data.append(FP16x16 { mag: 11025, sign: true });
data.append(FP16x16 { mag: 63919, sign: false });
data.append(FP16x16 { mag: 16987, sign: true });
data.append(FP16x16 { mag: 14843, sign: true });
data.append(FP16x16 { mag: 9629, sign: false });
data.append(FP16x16 { mag: 27461, sign: false });
data.append(FP16x16 { mag: 34324, sign: false });
data.append(FP16x16 { mag: 102809, sign: true });
data.append(FP16x16 { mag: 75888, sign: false });
data.append(FP16x16 { mag: 65510, sign: true });
data.append(FP16x16 { mag: 54723, sign: true });
data.append(FP16x16 { mag: 52244, sign: true });
data.append(FP16x16 { mag: 54119, sign: false });
data.append(FP16x16 { mag: 28309, sign: false });
data.append(FP16x16 { mag: 30690, sign: false });
data.append(FP16x16 { mag: 5155, sign: false });
data.append(FP16x16 { mag: 1463, sign: false });
data.append(FP16x16 { mag: 72974, sign: true });
data.append(FP16x16 { mag: 62563, sign: true });
data.append(FP16x16 { mag: 115530, sign: true });
data.append(FP16x16 { mag: 3885, sign: true });
data.append(FP16x16 { mag: 1274, sign: false });
data.append(FP16x16 { mag: 20319, sign: true });
data.append(FP16x16 { mag: 13396, sign: true });
data.append(FP16x16 { mag: 12923, sign: false });
data.append(FP16x16 { mag: 13623, sign: false });
data.append(FP16x16 { mag: 95497, sign: true });
data.append(FP16x16 { mag: 78541, sign: false });
data.append(FP16x16 { mag: 61124, sign: false });
data.append(FP16x16 { mag: 12527, sign: true });
data.append(FP16x16 { mag: 128370, sign: true });
data.append(FP16x16 { mag: 81782, sign: false });
data.append(FP16x16 { mag: 47494, sign: true });
data.append(FP16x16 { mag: 15027, sign: false });
data.append(FP16x16 { mag: 76936, sign: false });
data.append(FP16x16 { mag: 95112, sign: true });
data.append(FP16x16 { mag: 37987, sign: false });
data.append(FP16x16 { mag: 11759, sign: false });
data.append(FP16x16 { mag: 128485, sign: true });
data.append(FP16x16 { mag: 12506, sign: false });
data.append(FP16x16 { mag: 16778, sign: false });
data.append(FP16x16 { mag: 49483, sign: false });
data.append(FP16x16 { mag: 11346, sign: false });
data.append(FP16x16 { mag: 58647, sign: true });
data.append(FP16x16 { mag: 71599, sign: false });
data.append(FP16x16 { mag: 22777, sign: false });
data.append(FP16x16 { mag: 17125, sign: true });
data.append(FP16x16 { mag: 122340, sign: true });
data.append(FP16x16 { mag: 14001, sign: true });
data.append(FP16x16 { mag: 43279, sign: false });
data.append(FP16x16 { mag: 74703, sign: false });
data.append(FP16x16 { mag: 95648, sign: false });
data.append(FP16x16 { mag: 9808, sign: true });
data.append(FP16x16 { mag: 41586, sign: false });
data.append(FP16x16 { mag: 55055, sign: false });
data.append(FP16x16 { mag: 29114, sign: false });
data.append(FP16x16 { mag: 80337, sign: true });
data.append(FP16x16 { mag: 45090, sign: false });
data.append(FP16x16 { mag: 21497, sign: true });
data.append(FP16x16 { mag: 66453, sign: true });
data.append(FP16x16 { mag: 41129, sign: true });
data.append(FP16x16 { mag: 28771, sign: false });
data.append(FP16x16 { mag: 38619, sign: true });
data.append(FP16x16 { mag: 12052, sign: true });
data.append(FP16x16 { mag: 71742, sign: true });
data.append(FP16x16 { mag: 3122, sign: true });
data.append(FP16x16 { mag: 7658, sign: false });
data.append(FP16x16 { mag: 72650, sign: false });
data.append(FP16x16 { mag: 125101, sign: true });
data.append(FP16x16 { mag: 123350, sign: true });
data.append(FP16x16 { mag: 17299, sign: true });
data.append(FP16x16 { mag: 133664, sign: false });
data.append(FP16x16 { mag: 95871, sign: false });
data.append(FP16x16 { mag: 68174, sign: true });
data.append(FP16x16 { mag: 11742, sign: true });
data.append(FP16x16 { mag: 39757, sign: false });
data.append(FP16x16 { mag: 107969, sign: true });
data.append(FP16x16 { mag: 47625, sign: false });
data.append(FP16x16 { mag: 25381, sign: false });
data.append(FP16x16 { mag: 86657, sign: false });
data.append(FP16x16 { mag: 124296, sign: true });
data.append(FP16x16 { mag: 84481, sign: true });
data.append(FP16x16 { mag: 39857, sign: false });
data.append(FP16x16 { mag: 62123, sign: false });
data.append(FP16x16 { mag: 51178, sign: true });
data.append(FP16x16 { mag: 1008, sign: true });
data.append(FP16x16 { mag: 58152, sign: false });
data.append(FP16x16 { mag: 23649, sign: false });
data.append(FP16x16 { mag: 21472, sign: true });
data.append(FP16x16 { mag: 42397, sign: true });
data.append(FP16x16 { mag: 9088, sign: true });
data.append(FP16x16 { mag: 174345, sign: false });
data.append(FP16x16 { mag: 36378, sign: true });
data.append(FP16x16 { mag: 57507, sign: false });
data.append(FP16x16 { mag: 9867, sign: false });
data.append(FP16x16 { mag: 103912, sign: false });
data.append(FP16x16 { mag: 14015, sign: false });
data.append(FP16x16 { mag: 18604, sign: true });
data.append(FP16x16 { mag: 5497, sign: false });
data.append(FP16x16 { mag: 47155, sign: false });
data.append(FP16x16 { mag: 46396, sign: true });
data.append(FP16x16 { mag: 57120, sign: false });
data.append(FP16x16 { mag: 74433, sign: true });
data.append(FP16x16 { mag: 8714, sign: false });
data.append(FP16x16 { mag: 52414, sign: true });
data.append(FP16x16 { mag: 29603, sign: false });
data.append(FP16x16 { mag: 34762, sign: false });
data.append(FP16x16 { mag: 30832, sign: false });
data.append(FP16x16 { mag: 71610, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-4/input_2.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
use orion::numbers::{FixedTrait, FP16x16};
fn input_2() -> 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: 74987, sign: false });
data.append(FP16x16 { mag: 102257, sign: true });
data.append(FP16x16 { mag: 78717, sign: false });
data.append(FP16x16 { mag: 59379, sign: true });
data.append(FP16x16 { mag: 11211, sign: true });
data.append(FP16x16 { mag: 26255, sign: false });
data.append(FP16x16 { mag: 30689, sign: false });
data.append(FP16x16 { mag: 80491, sign: true });
data.append(FP16x16 { mag: 14461, sign: true });
data.append(FP16x16 { mag: 42696, sign: false });
data.append(FP16x16 { mag: 56317, sign: false });
data.append(FP16x16 { mag: 88135, sign: false });
data.append(FP16x16 { mag: 45393, sign: false });
data.append(FP16x16 { mag: 18363, sign: true });
data.append(FP16x16 { mag: 20773, sign: false });
data.append(FP16x16 { mag: 66375, sign: false });
data.append(FP16x16 { mag: 35314, sign: true });
data.append(FP16x16 { mag: 52902, sign: false });
data.append(FP16x16 { mag: 86324, sign: true });
data.append(FP16x16 { mag: 40151, sign: true });
data.append(FP16x16 { mag: 22446, sign: false });
data.append(FP16x16 { mag: 33948, sign: true });
data.append(FP16x16 { mag: 30607, sign: false });
data.append(FP16x16 { mag: 8106, sign: false });
data.append(FP16x16 { mag: 42198, sign: false });
data.append(FP16x16 { mag: 128853, sign: true });
data.append(FP16x16 { mag: 17078, sign: true });
data.append(FP16x16 { mag: 200766, sign: false });
data.append(FP16x16 { mag: 8367, sign: false });
data.append(FP16x16 { mag: 91621, sign: true });
data.append(FP16x16 { mag: 34264, sign: false });
data.append(FP16x16 { mag: 46301, sign: false });
data.append(FP16x16 { mag: 106288, sign: false });
data.append(FP16x16 { mag: 130170, sign: false });
data.append(FP16x16 { mag: 5525, sign: false });
data.append(FP16x16 { mag: 111843, sign: true });
data.append(FP16x16 { mag: 1844, sign: true });
data.append(FP16x16 { mag: 73523, sign: true });
data.append(FP16x16 { mag: 33663, sign: false });
data.append(FP16x16 { mag: 9757, sign: false });
data.append(FP16x16 { mag: 16424, sign: true });
data.append(FP16x16 { mag: 67890, sign: false });
data.append(FP16x16 { mag: 103692, sign: true });
data.append(FP16x16 { mag: 37978, sign: false });
data.append(FP16x16 { mag: 52354, sign: true });
data.append(FP16x16 { mag: 62808, sign: false });
data.append(FP16x16 { mag: 73374, sign: true });
data.append(FP16x16 { mag: 42169, sign: false });
data.append(FP16x16 { mag: 42576, sign: false });
data.append(FP16x16 { mag: 76141, sign: false });
data.append(FP16x16 { mag: 12231, sign: false });
data.append(FP16x16 { mag: 42136, sign: false });
data.append(FP16x16 { mag: 47496, sign: true });
data.append(FP16x16 { mag: 81264, sign: false });
data.append(FP16x16 { mag: 15196, sign: true });
data.append(FP16x16 { mag: 70791, sign: true });
data.append(FP16x16 { mag: 7825, sign: true });
data.append(FP16x16 { mag: 40333, sign: true });
data.append(FP16x16 { mag: 30221, sign: false });
data.append(FP16x16 { mag: 98040, sign: true });
data.append(FP16x16 { mag: 39486, sign: true });
data.append(FP16x16 { mag: 6407, sign: false });
data.append(FP16x16 { mag: 24512, sign: true });
data.append(FP16x16 { mag: 7948, sign: true });
data.append(FP16x16 { mag: 11193, sign: true });
data.append(FP16x16 { mag: 3711, sign: true });
data.append(FP16x16 { mag: 35698, sign: true });
data.append(FP16x16 { mag: 3213, sign: false });
data.append(FP16x16 { mag: 38235, sign: false });
data.append(FP16x16 { mag: 82210, sign: true });
data.append(FP16x16 { mag: 6567, sign: true });
data.append(FP16x16 { mag: 5350, sign: false });
data.append(FP16x16 { mag: 5068, sign: true });
data.append(FP16x16 { mag: 27441, sign: true });
data.append(FP16x16 { mag: 17130, sign: false });
data.append(FP16x16 { mag: 89900, sign: true });
data.append(FP16x16 { mag: 77188, sign: false });
data.append(FP16x16 { mag: 34983, sign: true });
data.append(FP16x16 { mag: 5966, sign: false });
data.append(FP16x16 { mag: 16995, sign: true });
data.append(FP16x16 { mag: 34228, sign: true });
data.append(FP16x16 { mag: 29003, sign: false });
data.append(FP16x16 { mag: 9617, sign: false });
data.append(FP16x16 { mag: 70272, sign: true });
data.append(FP16x16 { mag: 82673, sign: true });
data.append(FP16x16 { mag: 12155, sign: false });
data.append(FP16x16 { mag: 25123, sign: true });
data.append(FP16x16 { mag: 137966, sign: true });
data.append(FP16x16 { mag: 69397, sign: true });
data.append(FP16x16 { mag: 61271, sign: false });
data.append(FP16x16 { mag: 12363, sign: false });
data.append(FP16x16 { mag: 13484, sign: true });
data.append(FP16x16 { mag: 85721, sign: false });
data.append(FP16x16 { mag: 81931, sign: false });
data.append(FP16x16 { mag: 15988, sign: false });
data.append(FP16x16 { mag: 82208, sign: false });
data.append(FP16x16 { mag: 94093, sign: true });
data.append(FP16x16 { mag: 111240, sign: true });
data.append(FP16x16 { mag: 95369, sign: false });
data.append(FP16x16 { mag: 29800, sign: false });
data.append(FP16x16 { mag: 18974, sign: false });
data.append(FP16x16 { mag: 41527, sign: true });
data.append(FP16x16 { mag: 12256, sign: false });
data.append(FP16x16 { mag: 28697, sign: false });
data.append(FP16x16 { mag: 92475, sign: true });
data.append(FP16x16 { mag: 90746, sign: true });
data.append(FP16x16 { mag: 4496, sign: true });
data.append(FP16x16 { mag: 6464, sign: false });
data.append(FP16x16 { mag: 45570, sign: true });
data.append(FP16x16 { mag: 28209, sign: true });
data.append(FP16x16 { mag: 33084, sign: false });
data.append(FP16x16 { mag: 131340, sign: false });
data.append(FP16x16 { mag: 15928, sign: true });
data.append(FP16x16 { mag: 13786, sign: true });
data.append(FP16x16 { mag: 89832, sign: false });
data.append(FP16x16 { mag: 59414, sign: true });
data.append(FP16x16 { mag: 27186, sign: true });
data.append(FP16x16 { mag: 57062, sign: false });
data.append(FP16x16 { mag: 8290, sign: false });
data.append(FP16x16 { mag: 23747, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis-4/output_0.cairo | use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP16x16Tensor;
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: 81938, sign: false });
data.append(FP16x16 { mag: 139115, sign: true });
data.append(FP16x16 { mag: 99625, sign: false });
data.append(FP16x16 { mag: 42553, sign: false });
data.append(FP16x16 { mag: 63807, sign: true });
data.append(FP16x16 { mag: 29251, sign: false });
data.append(FP16x16 { mag: 74903, sign: true });
data.append(FP16x16 { mag: 9937, sign: true });
data.append(FP16x16 { mag: 65116, sign: true });
data.append(FP16x16 { mag: 48943, sign: false });
data.append(FP16x16 { mag: 37524, sign: false });
data.append(FP16x16 { mag: 77082, sign: false });
data.append(FP16x16 { mag: 57309, sign: false });
data.append(FP16x16 { mag: 3013, sign: true });
data.append(FP16x16 { mag: 22472, sign: false });
data.append(FP16x16 { mag: 68481, sign: false });
data.append(FP16x16 { mag: 47521, sign: true });
data.append(FP16x16 { mag: 29144, sign: false });
data.append(FP16x16 { mag: 11016, sign: false });
data.append(FP16x16 { mag: 63886, sign: true });
data.append(FP16x16 { mag: 88094, sign: false });
data.append(FP16x16 { mag: 112894, sign: true });
data.append(FP16x16 { mag: 7732, sign: false });
data.append(FP16x16 { mag: 45680, sign: true });
data.append(FP16x16 { mag: 52166, sign: false });
data.append(FP16x16 { mag: 135141, sign: true });
data.append(FP16x16 { mag: 18324, sign: true });
data.append(FP16x16 { mag: 201528, sign: false });
data.append(FP16x16 { mag: 125050, sign: false });
data.append(FP16x16 { mag: 50933, sign: true });
data.append(FP16x16 { mag: 64223, sign: true });
data.append(FP16x16 { mag: 52706, sign: false });
data.append(FP16x16 { mag: 106918, sign: false });
data.append(FP16x16 { mag: 134854, sign: false });
data.append(FP16x16 { mag: 6678, sign: false });
data.append(FP16x16 { mag: 100030, sign: true });
data.append(FP16x16 { mag: 8001, sign: false });
data.append(FP16x16 { mag: 75425, sign: true });
data.append(FP16x16 { mag: 3641, sign: false });
data.append(FP16x16 { mag: 20349, sign: true });
data.append(FP16x16 { mag: 33423, sign: true });
data.append(FP16x16 { mag: 135434, sign: false });
data.append(FP16x16 { mag: 268826, sign: true });
data.append(FP16x16 { mag: 9384, sign: false });
data.append(FP16x16 { mag: 42989, sign: true });
data.append(FP16x16 { mag: 40596, sign: false });
data.append(FP16x16 { mag: 27643, sign: true });
data.append(FP16x16 { mag: 14881, sign: false });
data.append(FP16x16 { mag: 33184, sign: false });
data.append(FP16x16 { mag: 245527, sign: false });
data.append(FP16x16 { mag: 12844, sign: false });
data.append(FP16x16 { mag: 36484, sign: false });
data.append(FP16x16 { mag: 43540, sign: true });
data.append(FP16x16 { mag: 98782, sign: false });
data.append(FP16x16 { mag: 91559, sign: true });
data.append(FP16x16 { mag: 175239, sign: true });
data.append(FP16x16 { mag: 36924, sign: true });
data.append(FP16x16 { mag: 69880, sign: true });
data.append(FP16x16 { mag: 218008, sign: false });
data.append(FP16x16 { mag: 89765, sign: true });
data.append(FP16x16 { mag: 37583, sign: false });
data.append(FP16x16 { mag: 40273, sign: false });
data.append(FP16x16 { mag: 47428, sign: true });
data.append(FP16x16 { mag: 33322, sign: true });
data.append(FP16x16 { mag: 53002, sign: true });
data.append(FP16x16 { mag: 51571, sign: false });
data.append(FP16x16 { mag: 43023, sign: true });
data.append(FP16x16 { mag: 180611, sign: false });
data.append(FP16x16 { mag: 27436, sign: false });
data.append(FP16x16 { mag: 82088, sign: true });
data.append(FP16x16 { mag: 49075, sign: true });
data.append(FP16x16 { mag: 93116, sign: true });
data.append(FP16x16 { mag: 24713, sign: true });
data.append(FP16x16 { mag: 57986, sign: true });
data.append(FP16x16 { mag: 11641, sign: false });
data.append(FP16x16 { mag: 87906, sign: true });
data.append(FP16x16 { mag: 73854, sign: false });
data.append(FP16x16 { mag: 22022, sign: true });
data.append(FP16x16 { mag: 31528, sign: true });
data.append(FP16x16 { mag: 151422, sign: true });
data.append(FP16x16 { mag: 270761, sign: true });
data.append(FP16x16 { mag: 37881, sign: false });
data.append(FP16x16 { mag: 81795, sign: true });
data.append(FP16x16 { mag: 65199, sign: false });
data.append(FP16x16 { mag: 89952, sign: true });
data.append(FP16x16 { mag: 36152, sign: false });
data.append(FP16x16 { mag: 20482, sign: true });
data.append(FP16x16 { mag: 296268, sign: true });
data.append(FP16x16 { mag: 79775, sign: true });
data.append(FP16x16 { mag: 66513, sign: false });
data.append(FP16x16 { mag: 107842, sign: false });
data.append(FP16x16 { mag: 37504, sign: false });
data.append(FP16x16 { mag: 170624, sign: false });
data.append(FP16x16 { mag: 52118, sign: false });
data.append(FP16x16 { mag: 43525, sign: false });
data.append(FP16x16 { mag: 138068, sign: false });
data.append(FP16x16 { mag: 92822, sign: true });
data.append(FP16x16 { mag: 155459, sign: true });
data.append(FP16x16 { mag: 101038, sign: false });
data.append(FP16x16 { mag: 45944, sign: false });
data.append(FP16x16 { mag: 14639, sign: true });
data.append(FP16x16 { mag: 30883, sign: true });
data.append(FP16x16 { mag: 262024, sign: false });
data.append(FP16x16 { mag: 30507, sign: true });
data.append(FP16x16 { mag: 43715, sign: true });
data.append(FP16x16 { mag: 84662, sign: true });
data.append(FP16x16 { mag: 63901, sign: false });
data.append(FP16x16 { mag: 3913, sign: false });
data.append(FP16x16 { mag: 40400, sign: true });
data.append(FP16x16 { mag: 36018, sign: true });
data.append(FP16x16 { mag: 49780, sign: true });
data.append(FP16x16 { mag: 146468, sign: false });
data.append(FP16x16 { mag: 32554, sign: true });
data.append(FP16x16 { mag: 39291, sign: true });
data.append(FP16x16 { mag: 93325, sign: false });
data.append(FP16x16 { mag: 216, sign: false });
data.append(FP16x16 { mag: 67978, sign: true });
data.append(FP16x16 { mag: 97710, sign: false });
data.append(FP16x16 { mag: 19520, sign: false });
data.append(FP16x16 { mag: 6998, sign: false });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis0.cairo | 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_axis0() {
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(0), Option::None, Option::None
);
assert_eq(y_0, z_0);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis0/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis0/input_1.cairo | 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: 4232019, sign: false });
data.append(FP8x23 { mag: 9414959, sign: false });
data.append(FP8x23 { mag: 5324792, sign: true });
data.append(FP8x23 { mag: 128763, sign: true });
data.append(FP8x23 { mag: 11769934, sign: true });
data.append(FP8x23 { mag: 5782115, sign: true });
data.append(FP8x23 { mag: 5288267, sign: false });
data.append(FP8x23 { mag: 2114632, sign: true });
data.append(FP8x23 { mag: 17281796, sign: true });
data.append(FP8x23 { mag: 4231838, sign: false });
data.append(FP8x23 { mag: 8315803, sign: true });
data.append(FP8x23 { mag: 3959008, sign: true });
data.append(FP8x23 { mag: 8316806, sign: false });
data.append(FP8x23 { mag: 10504447, sign: false });
data.append(FP8x23 { mag: 11309414, sign: false });
data.append(FP8x23 { mag: 4354704, sign: false });
data.append(FP8x23 { mag: 11441280, sign: false });
data.append(FP8x23 { mag: 1670098, sign: false });
data.append(FP8x23 { mag: 5359432, sign: false });
data.append(FP8x23 { mag: 9566567, sign: false });
data.append(FP8x23 { mag: 862169, sign: false });
data.append(FP8x23 { mag: 3592849, sign: true });
data.append(FP8x23 { mag: 6354821, sign: false });
data.append(FP8x23 { mag: 15286515, sign: true });
data.append(FP8x23 { mag: 6568954, sign: false });
data.append(FP8x23 { mag: 8783522, sign: true });
data.append(FP8x23 { mag: 13773893, sign: true });
data.append(FP8x23 { mag: 492845, sign: true });
data.append(FP8x23 { mag: 4346782, sign: true });
data.append(FP8x23 { mag: 13743203, sign: false });
data.append(FP8x23 { mag: 18494036, sign: true });
data.append(FP8x23 { mag: 698252, sign: false });
data.append(FP8x23 { mag: 1015292, sign: false });
data.append(FP8x23 { mag: 24111832, sign: true });
data.append(FP8x23 { mag: 9435828, sign: false });
data.append(FP8x23 { mag: 314313, sign: true });
data.append(FP8x23 { mag: 1064978, sign: false });
data.append(FP8x23 { mag: 5250829, sign: true });
data.append(FP8x23 { mag: 12141758, sign: false });
data.append(FP8x23 { mag: 10504567, sign: false });
data.append(FP8x23 { mag: 3704533, sign: true });
data.append(FP8x23 { mag: 2768767, sign: false });
data.append(FP8x23 { mag: 2231142, sign: true });
data.append(FP8x23 { mag: 463985, sign: true });
data.append(FP8x23 { mag: 3370932, sign: false });
data.append(FP8x23 { mag: 7362219, sign: true });
data.append(FP8x23 { mag: 764387, sign: false });
data.append(FP8x23 { mag: 1457716, sign: false });
data.append(FP8x23 { mag: 126049, sign: true });
data.append(FP8x23 { mag: 3918899, sign: true });
data.append(FP8x23 { mag: 270524, sign: true });
data.append(FP8x23 { mag: 11137441, sign: true });
data.append(FP8x23 { mag: 1444337, sign: true });
data.append(FP8x23 { mag: 8488962, sign: true });
data.append(FP8x23 { mag: 7123331, sign: false });
data.append(FP8x23 { mag: 8201855, sign: false });
data.append(FP8x23 { mag: 6222805, sign: true });
data.append(FP8x23 { mag: 6386507, sign: true });
data.append(FP8x23 { mag: 290309, sign: true });
data.append(FP8x23 { mag: 11420835, sign: true });
data.append(FP8x23 { mag: 13222036, sign: true });
data.append(FP8x23 { mag: 9057537, sign: true });
data.append(FP8x23 { mag: 8642815, sign: true });
data.append(FP8x23 { mag: 4838046, sign: false });
data.append(FP8x23 { mag: 1764850, sign: false });
data.append(FP8x23 { mag: 3928761, sign: true });
data.append(FP8x23 { mag: 7064763, sign: true });
data.append(FP8x23 { mag: 892586, sign: false });
data.append(FP8x23 { mag: 1449, sign: true });
data.append(FP8x23 { mag: 3997728, sign: true });
data.append(FP8x23 { mag: 1617748, sign: true });
data.append(FP8x23 { mag: 6798862, sign: true });
data.append(FP8x23 { mag: 5931349, sign: true });
data.append(FP8x23 { mag: 3729811, sign: false });
data.append(FP8x23 { mag: 855198, sign: false });
data.append(FP8x23 { mag: 8389855, sign: false });
data.append(FP8x23 { mag: 26774346, sign: false });
data.append(FP8x23 { mag: 2663191, sign: true });
data.append(FP8x23 { mag: 478906, sign: true });
data.append(FP8x23 { mag: 3544579, sign: true });
data.append(FP8x23 { mag: 4402933, sign: true });
data.append(FP8x23 { mag: 1577028, sign: false });
data.append(FP8x23 { mag: 7590409, sign: true });
data.append(FP8x23 { mag: 5962040, sign: false });
data.append(FP8x23 { mag: 3561389, sign: true });
data.append(FP8x23 { mag: 2575361, sign: true });
data.append(FP8x23 { mag: 12645527, sign: false });
data.append(FP8x23 { mag: 1847218, sign: false });
data.append(FP8x23 { mag: 2636782, sign: false });
data.append(FP8x23 { mag: 4503268, sign: true });
data.append(FP8x23 { mag: 10772561, sign: false });
data.append(FP8x23 { mag: 2286333, sign: false });
data.append(FP8x23 { mag: 5685346, sign: true });
data.append(FP8x23 { mag: 2568535, sign: false });
data.append(FP8x23 { mag: 2808778, sign: false });
data.append(FP8x23 { mag: 6059521, sign: true });
data.append(FP8x23 { mag: 5806019, sign: false });
data.append(FP8x23 { mag: 3326381, sign: false });
data.append(FP8x23 { mag: 11284680, sign: true });
data.append(FP8x23 { mag: 3394, sign: true });
data.append(FP8x23 { mag: 6295530, sign: false });
data.append(FP8x23 { mag: 676486, sign: false });
data.append(FP8x23 { mag: 3288573, sign: false });
data.append(FP8x23 { mag: 9587575, sign: false });
data.append(FP8x23 { mag: 5976725, sign: false });
data.append(FP8x23 { mag: 3165322, sign: false });
data.append(FP8x23 { mag: 14451783, sign: false });
data.append(FP8x23 { mag: 957597, sign: true });
data.append(FP8x23 { mag: 9305994, sign: true });
data.append(FP8x23 { mag: 9337821, sign: false });
data.append(FP8x23 { mag: 11604104, sign: true });
data.append(FP8x23 { mag: 12009648, sign: false });
data.append(FP8x23 { mag: 11962518, sign: false });
data.append(FP8x23 { mag: 9762105, sign: false });
data.append(FP8x23 { mag: 16290091, sign: false });
data.append(FP8x23 { mag: 2582084, sign: true });
data.append(FP8x23 { mag: 11396864, sign: false });
data.append(FP8x23 { mag: 2647521, sign: true });
data.append(FP8x23 { mag: 5459088, sign: true });
data.append(FP8x23 { mag: 6242592, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis0/input_2.cairo | 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: 182533, sign: false });
data.append(FP8x23 { mag: 4606354, sign: false });
data.append(FP8x23 { mag: 2606279, sign: false });
data.append(FP8x23 { mag: 1836291, sign: true });
data.append(FP8x23 { mag: 776462, sign: true });
data.append(FP8x23 { mag: 4201430, sign: true });
data.append(FP8x23 { mag: 8864747, sign: true });
data.append(FP8x23 { mag: 21878440, sign: false });
data.append(FP8x23 { mag: 19190702, sign: false });
data.append(FP8x23 { mag: 11081136, sign: true });
data.append(FP8x23 { mag: 1846544, sign: true });
data.append(FP8x23 { mag: 2650079, sign: false });
data.append(FP8x23 { mag: 10380200, sign: true });
data.append(FP8x23 { mag: 16036666, sign: false });
data.append(FP8x23 { mag: 1787011, sign: true });
data.append(FP8x23 { mag: 5182057, sign: true });
data.append(FP8x23 { mag: 4948965, sign: false });
data.append(FP8x23 { mag: 1044138, sign: true });
data.append(FP8x23 { mag: 8227229, sign: false });
data.append(FP8x23 { mag: 6051373, sign: false });
data.append(FP8x23 { mag: 11195256, sign: true });
data.append(FP8x23 { mag: 5163053, sign: true });
data.append(FP8x23 { mag: 6205135, sign: true });
data.append(FP8x23 { mag: 1407165, sign: true });
data.append(FP8x23 { mag: 9476520, sign: true });
data.append(FP8x23 { mag: 4988598, sign: false });
data.append(FP8x23 { mag: 2193447, sign: false });
data.append(FP8x23 { mag: 1745083, sign: true });
data.append(FP8x23 { mag: 1212564, sign: true });
data.append(FP8x23 { mag: 4135245, sign: false });
data.append(FP8x23 { mag: 17634618, sign: true });
data.append(FP8x23 { mag: 10822064, sign: true });
data.append(FP8x23 { mag: 1364135, sign: true });
data.append(FP8x23 { mag: 3398124, sign: false });
data.append(FP8x23 { mag: 6510555, sign: false });
data.append(FP8x23 { mag: 2305050, sign: true });
data.append(FP8x23 { mag: 5031243, sign: true });
data.append(FP8x23 { mag: 7136078, sign: false });
data.append(FP8x23 { mag: 13141474, sign: false });
data.append(FP8x23 { mag: 4393622, sign: true });
data.append(FP8x23 { mag: 19109898, sign: true });
data.append(FP8x23 { mag: 1560166, sign: false });
data.append(FP8x23 { mag: 19533432, sign: true });
data.append(FP8x23 { mag: 3037078, sign: false });
data.append(FP8x23 { mag: 3096676, sign: false });
data.append(FP8x23 { mag: 738457, sign: true });
data.append(FP8x23 { mag: 3674711, sign: false });
data.append(FP8x23 { mag: 5430008, sign: false });
data.append(FP8x23 { mag: 736298, sign: true });
data.append(FP8x23 { mag: 2054313, sign: false });
data.append(FP8x23 { mag: 12914497, sign: false });
data.append(FP8x23 { mag: 13798454, sign: false });
data.append(FP8x23 { mag: 5461689, sign: false });
data.append(FP8x23 { mag: 4431607, sign: true });
data.append(FP8x23 { mag: 3866629, sign: false });
data.append(FP8x23 { mag: 7574228, sign: false });
data.append(FP8x23 { mag: 5892835, sign: true });
data.append(FP8x23 { mag: 5213653, sign: false });
data.append(FP8x23 { mag: 13585100, sign: true });
data.append(FP8x23 { mag: 5868984, sign: true });
data.append(FP8x23 { mag: 10449856, sign: true });
data.append(FP8x23 { mag: 21849164, sign: true });
data.append(FP8x23 { mag: 794675, sign: false });
data.append(FP8x23 { mag: 1398016, sign: true });
data.append(FP8x23 { mag: 3721883, sign: true });
data.append(FP8x23 { mag: 8554286, sign: false });
data.append(FP8x23 { mag: 8999503, sign: true });
data.append(FP8x23 { mag: 1477321, sign: true });
data.append(FP8x23 { mag: 1134818, sign: true });
data.append(FP8x23 { mag: 16218611, sign: true });
data.append(FP8x23 { mag: 3781667, sign: true });
data.append(FP8x23 { mag: 6030933, sign: true });
data.append(FP8x23 { mag: 7143546, sign: false });
data.append(FP8x23 { mag: 2401444, sign: false });
data.append(FP8x23 { mag: 9745432, sign: true });
data.append(FP8x23 { mag: 8637640, sign: true });
data.append(FP8x23 { mag: 3338635, sign: true });
data.append(FP8x23 { mag: 5511234, sign: true });
data.append(FP8x23 { mag: 8132204, sign: false });
data.append(FP8x23 { mag: 11108457, sign: false });
data.append(FP8x23 { mag: 8013075, sign: true });
data.append(FP8x23 { mag: 5479938, sign: true });
data.append(FP8x23 { mag: 135261, sign: true });
data.append(FP8x23 { mag: 4611320, sign: false });
data.append(FP8x23 { mag: 14790095, sign: false });
data.append(FP8x23 { mag: 524231, sign: false });
data.append(FP8x23 { mag: 6893361, sign: false });
data.append(FP8x23 { mag: 7042414, sign: true });
data.append(FP8x23 { mag: 3401594, sign: true });
data.append(FP8x23 { mag: 8037410, sign: true });
data.append(FP8x23 { mag: 18738864, sign: true });
data.append(FP8x23 { mag: 4145636, sign: true });
data.append(FP8x23 { mag: 15480272, sign: false });
data.append(FP8x23 { mag: 1088523, sign: false });
data.append(FP8x23 { mag: 13142920, sign: true });
data.append(FP8x23 { mag: 16094435, sign: true });
data.append(FP8x23 { mag: 9691265, sign: true });
data.append(FP8x23 { mag: 2069802, sign: false });
data.append(FP8x23 { mag: 3346902, sign: true });
data.append(FP8x23 { mag: 6260557, sign: false });
data.append(FP8x23 { mag: 2084721, sign: false });
data.append(FP8x23 { mag: 5605861, sign: true });
data.append(FP8x23 { mag: 7801239, sign: true });
data.append(FP8x23 { mag: 14879763, sign: false });
data.append(FP8x23 { mag: 11315182, sign: false });
data.append(FP8x23 { mag: 21418632, sign: true });
data.append(FP8x23 { mag: 2158442, sign: true });
data.append(FP8x23 { mag: 12606992, sign: false });
data.append(FP8x23 { mag: 11320753, sign: true });
data.append(FP8x23 { mag: 5226692, sign: true });
data.append(FP8x23 { mag: 13332767, sign: true });
data.append(FP8x23 { mag: 10821589, sign: true });
data.append(FP8x23 { mag: 17468832, sign: true });
data.append(FP8x23 { mag: 4250356, sign: false });
data.append(FP8x23 { mag: 2191593, sign: false });
data.append(FP8x23 { mag: 11413254, sign: false });
data.append(FP8x23 { mag: 3410953, sign: false });
data.append(FP8x23 { mag: 7124555, sign: true });
data.append(FP8x23 { mag: 5373506, sign: false });
data.append(FP8x23 { mag: 1372494, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis0/output_0.cairo | 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: 7037577, sign: true });
data.append(FP8x23 { mag: 14724418, sign: true });
data.append(FP8x23 { mag: 3022586, sign: false });
data.append(FP8x23 { mag: 1787971, sign: true });
data.append(FP8x23 { mag: 17806604, sign: true });
data.append(FP8x23 { mag: 10204453, sign: true });
data.append(FP8x23 { mag: 7120407, sign: true });
data.append(FP8x23 { mag: 24452990, sign: false });
data.append(FP8x23 { mag: 26784136, sign: false });
data.append(FP8x23 { mag: 14295083, sign: true });
data.append(FP8x23 { mag: 5218924, sign: false });
data.append(FP8x23 { mag: 2070471, sign: true });
data.append(FP8x23 { mag: 8872511, sign: true });
data.append(FP8x23 { mag: 5973684, sign: false });
data.append(FP8x23 { mag: 6132282, sign: false });
data.append(FP8x23 { mag: 225177, sign: false });
data.append(FP8x23 { mag: 64604, sign: true });
data.append(FP8x23 { mag: 1153317, sign: false });
data.append(FP8x23 { mag: 5677642, sign: false });
data.append(FP8x23 { mag: 7078033, sign: true });
data.append(FP8x23 { mag: 11042504, sign: true });
data.append(FP8x23 { mag: 4603322, sign: true });
data.append(FP8x23 { mag: 6567126, sign: true });
data.append(FP8x23 { mag: 12650194, sign: false });
data.append(FP8x23 { mag: 11303708, sign: true });
data.append(FP8x23 { mag: 8870792, sign: false });
data.append(FP8x23 { mag: 10416405, sign: true });
data.append(FP8x23 { mag: 1456034, sign: true });
data.append(FP8x23 { mag: 2767, sign: false });
data.append(FP8x23 { mag: 8707088, sign: true });
data.append(FP8x23 { mag: 22040482, sign: false });
data.append(FP8x23 { mag: 10160538, sign: true });
data.append(FP8x23 { mag: 3218779, sign: true });
data.append(FP8x23 { mag: 47819348, sign: true });
data.append(FP8x23 { mag: 12301572, sign: false });
data.append(FP8x23 { mag: 2039057, sign: true });
data.append(FP8x23 { mag: 3248913, sign: true });
data.append(FP8x23 { mag: 1237417, sign: false });
data.append(FP8x23 { mag: 31046658, sign: false });
data.append(FP8x23 { mag: 17809218, sign: true });
data.append(FP8x23 { mag: 20730340, sign: true });
data.append(FP8x23 { mag: 5032377, sign: true });
data.append(FP8x23 { mag: 20401240, sign: true });
data.append(FP8x23 { mag: 3165594, sign: false });
data.append(FP8x23 { mag: 280886, sign: true });
data.append(FP8x23 { mag: 3396857, sign: false });
data.append(FP8x23 { mag: 4682179, sign: false });
data.append(FP8x23 { mag: 4616465, sign: false });
data.append(FP8x23 { mag: 745478, sign: true });
data.append(FP8x23 { mag: 1001749, sign: false });
data.append(FP8x23 { mag: 12734723, sign: false });
data.append(FP8x23 { mag: 3225686, sign: false });
data.append(FP8x23 { mag: 5270924, sign: false });
data.append(FP8x23 { mag: 10999454, sign: true });
data.append(FP8x23 { mag: 6343230, sign: false });
data.append(FP8x23 { mag: 10666792, sign: false });
data.append(FP8x23 { mag: 12757594, sign: true });
data.append(FP8x23 { mag: 7665874, sign: false });
data.append(FP8x23 { mag: 14022398, sign: true });
data.append(FP8x23 { mag: 8373909, sign: true });
data.append(FP8x23 { mag: 13868518, sign: true });
data.append(FP8x23 { mag: 2214998, sign: true });
data.append(FP8x23 { mag: 18125466, sign: true });
data.append(FP8x23 { mag: 5735991, sign: true });
data.append(FP8x23 { mag: 22940, sign: false });
data.append(FP8x23 { mag: 18790208, sign: false });
data.append(FP8x23 { mag: 15120878, sign: true });
data.append(FP8x23 { mag: 1545451, sign: true });
data.append(FP8x23 { mag: 1134904, sign: true });
data.append(FP8x23 { mag: 17024186, sign: true });
data.append(FP8x23 { mag: 4435868, sign: true });
data.append(FP8x23 { mag: 1831345, sign: true });
data.append(FP8x23 { mag: 12326800, sign: false });
data.append(FP8x23 { mag: 2081182, sign: false });
data.append(FP8x23 { mag: 10111056, sign: true });
data.append(FP8x23 { mag: 11797644, sign: true });
data.append(FP8x23 { mag: 13957666, sign: true });
data.append(FP8x23 { mag: 9751228, sign: true });
data.append(FP8x23 { mag: 8166369, sign: false });
data.append(FP8x23 { mag: 14472534, sign: false });
data.append(FP8x23 { mag: 5787050, sign: true });
data.append(FP8x23 { mag: 5167903, sign: true });
data.append(FP8x23 { mag: 2354272, sign: false });
data.append(FP8x23 { mag: 3538191, sign: true });
data.append(FP8x23 { mag: 16882428, sign: false });
data.append(FP8x23 { mag: 3591225, sign: false });
data.append(FP8x23 { mag: 26898508, sign: false });
data.append(FP8x23 { mag: 10517529, sign: true });
data.append(FP8x23 { mag: 2174513, sign: false });
data.append(FP8x23 { mag: 8749099, sign: true });
data.append(FP8x23 { mag: 24184572, sign: true });
data.append(FP8x23 { mag: 2126525, sign: true });
data.append(FP8x23 { mag: 23430856, sign: false });
data.append(FP8x23 { mag: 4520174, sign: false });
data.append(FP8x23 { mag: 13652877, sign: true });
data.append(FP8x23 { mag: 12283456, sign: true });
data.append(FP8x23 { mag: 10740277, sign: true });
data.append(FP8x23 { mag: 4411417, sign: false });
data.append(FP8x23 { mag: 10658245, sign: true });
data.append(FP8x23 { mag: 6258550, sign: false });
data.append(FP8x23 { mag: 597025, sign: true });
data.append(FP8x23 { mag: 5697438, sign: true });
data.append(FP8x23 { mag: 9281796, sign: true });
data.append(FP8x23 { mag: 15249477, sign: false });
data.append(FP8x23 { mag: 18532372, sign: false });
data.append(FP8x23 { mag: 16837466, sign: true });
data.append(FP8x23 { mag: 1797340, sign: false });
data.append(FP8x23 { mag: 12228078, sign: false });
data.append(FP8x23 { mag: 6983374, sign: true });
data.append(FP8x23 { mag: 8255684, sign: true });
data.append(FP8x23 { mag: 21276412, sign: true });
data.append(FP8x23 { mag: 19283468, sign: true });
data.append(FP8x23 { mag: 15394488, sign: true });
data.append(FP8x23 { mag: 6857165, sign: false });
data.append(FP8x23 { mag: 1110300, sign: true });
data.append(FP8x23 { mag: 11658292, sign: false });
data.append(FP8x23 { mag: 718357, sign: true });
data.append(FP8x23 { mag: 11227997, sign: true });
data.append(FP8x23 { mag: 4305150, sign: false });
data.append(FP8x23 { mag: 780804, sign: true });
TensorTrait::new(shape.span(), data.span())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis1.cairo | 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_axis1() {
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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis1/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis1/input_1.cairo | 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: 2649509, sign: false });
data.append(FP8x23 { mag: 7144735, sign: false });
data.append(FP8x23 { mag: 3358040, sign: true });
data.append(FP8x23 { mag: 9386912, sign: true });
data.append(FP8x23 { mag: 13500097, sign: true });
data.append(FP8x23 { mag: 5270301, sign: false });
data.append(FP8x23 { mag: 110414, sign: true });
data.append(FP8x23 { mag: 9924386, sign: true });
data.append(FP8x23 { mag: 15635640, sign: false });
data.append(FP8x23 { mag: 1427528, sign: false });
data.append(FP8x23 { mag: 2846589, sign: false });
data.append(FP8x23 { mag: 1541675, sign: true });
data.append(FP8x23 { mag: 12896779, sign: false });
data.append(FP8x23 { mag: 8095688, sign: false });
data.append(FP8x23 { mag: 15709178, sign: true });
data.append(FP8x23 { mag: 3272469, sign: false });
data.append(FP8x23 { mag: 3726665, sign: false });
data.append(FP8x23 { mag: 18764, sign: true });
data.append(FP8x23 { mag: 1073322, sign: false });
data.append(FP8x23 { mag: 6797195, sign: false });
data.append(FP8x23 { mag: 5732947, sign: false });
data.append(FP8x23 { mag: 4820546, sign: false });
data.append(FP8x23 { mag: 3081034, sign: false });
data.append(FP8x23 { mag: 14074043, sign: true });
data.append(FP8x23 { mag: 6461992, sign: false });
data.append(FP8x23 { mag: 13566343, sign: true });
data.append(FP8x23 { mag: 491369, sign: false });
data.append(FP8x23 { mag: 288012, sign: false });
data.append(FP8x23 { mag: 10414907, sign: false });
data.append(FP8x23 { mag: 11528715, sign: false });
data.append(FP8x23 { 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis1/input_2.cairo | 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(FP8x23 { 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis1/output_0.cairo | 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: true });
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: 28352826, 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis2.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis2/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis2/input_1.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis2/input_2.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis2/output_0.cairo | 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(FP8x23 { 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis3.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis3/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis3/input_1.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis3/input_2.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis3/output_0.cairo | 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 });
data.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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_1.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_1/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_1/input_1.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_1/input_2.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_1/output_0.cairo | 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(FP8x23 { 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_2.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_2/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_2/input_1.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_2/input_2.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_2/output_0.cairo | 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(FP8x23 { 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, sign: 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_3.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_3/input_0.cairo | 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_3/input_1.cairo | 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: 4150123, 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_3/input_2.cairo | 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 { mag: 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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_3/output_0.cairo | 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 });
data.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())
}
| https://github.com/gizatechxyz/orion |
tests/nodes/layer_normalization_4d_axis_negative_4.cairo | 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);
}
| https://github.com/gizatechxyz/orion |
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