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ppend(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: |
false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod output_0;
use orion::operators::nn::NNTrait;
use orion::utils::{assert_eq, assert_seq_eq};
use orion::numbers::FixedTrait;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::nn::FP16x16NN;
#[test]
#[available_gas(2000000000)]
fn test_conv_transpose_dilations() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let z_0 = output_0::output_0();
let y_0 = NNTrait::conv_transpose(
@input_0,
@input_1,
Option::None,
Option::None,
Option::Some(array![2, 2].span()),
Option::None,
Option::None,
Option::None,
Option::None,
Option::None,
Option::None,
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(1);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(1);
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(1);
shape.append(5);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 3670016, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 1048576, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 4128768, sign: false });
data.append(FP16x16 { mag: 2293760, sign: false });
data.append(FP16x16 { mag: 4390912, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 1441792, sign: false });
data.append(FP16x16 { mag: 4980736, sign: false });
data.append(FP16x16 { mag: 4980736, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 5767168, sign: false });
data.append(FP16x16 { mag: 2949120, sign: false });
data.append(FP16x16 { mag: 4128768, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1179648, sign: false });
data.append(FP16x16 { mag: 3538944, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod input_1;
mod output_0;
use orion::operators::nn::NNTrait;
use orion::utils::{assert_eq, assert_seq_eq};
use orion::numbers::FixedTrait;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::nn::FP16x16NN;
#[test]
#[available_gas(2000000000)]
fn test_conv_transpose_group_2() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let z_0 = output_0::output_0();
let y_0 = NNTrait::conv_transpose(
@input_0,
@input_1,
Option::None,
Option::None,
Option::None,
Option::Some(2),
Option::None,
Option::None,
Option::None,
Option::None,
Option::None,
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(2);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 1048576, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(1);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(2);
shape.append(5);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1245184, sign: false });
data.append(FP16x16 { mag: 1966080, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 720896, |
sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2883584, sign: false });
data.append(FP16x16 { mag: 4521984, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 1638400, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 4915200, sign: false });
data.append(FP16x16 { mag: 7667712, sign: false });
data.append(FP16x16 { mag: 5308416, sign: false });
data.append(FP16x16 { mag: 2752512, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 3670016, sign: false });
data.append(FP16x16 { mag: 5701632, sign: false });
data.append(FP16x16 { mag: 3932160, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod output_0;
use orion::operators::nn::NNTrait;
use orion::utils::{assert_eq, assert_seq_eq};
use orion::numbers::FixedTrait;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::nn::FP16x16NN;
#[test]
#[available_gas(2000000000)]
fn test_conv_transpose_group_2_image_3() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let z_0 = output_0::output_0();
let y_0 = NNTrait::conv_transpose(
@input_0,
@input_1,
Option::None,
Option::None,
Option::None,
Option::Some(2),
Option::None,
Option::None,
Option::None,
Option::None,
Option::None,
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(2);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 1048576, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
data.append(FP16x16 { mag: 1179648, sign: false });
data.append(FP16x16 { mag: 1245184, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 1441792, sign: false });
data.append(FP16x16 { mag: 1507328, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 1638400, sign: false });
data.append(FP16x16 { mag: 1703936, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 720896, |
sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 1048576, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 1048576, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(1);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(3);
shape.append(2);
shape.append(5);
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1245184, sign: false });
data.append(FP16x16 { mag: 1966080, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 720896, |
sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2883584, sign: false });
data.append(FP16x16 { mag: 4521984, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 1638400, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 4915200, sign: false });
data.append(FP16x16 { mag: 7667712, sign: false });
data.append(FP16x16 { mag: 5308416, sign: false });
data.append(FP16x16 { mag: 2752512, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 3670016, sign: false });
data.append(FP16x16 { mag: 5701632, sign: false });
data.append(FP16x16 { mag: 3932160, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
data.append(FP16x16 { mag: 1179648, sign: false });
data.append(FP16x16 { mag: 2424832, sign: false });
data.append(FP16x16 { mag: 3735552, sign: false });
data.append(FP16x16 { mag: 2555904, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 2555904, sign: false });
data.append(FP16x16 { mag: 5242880, sign: false });
data.append(FP16x16 { mag: 8060928, sign: false });
data.append(FP16x16 { mag: 5505024, sign: false });
data.append(FP16x16 { mag: 2818048, sign: false });
data.append(FP16x16 { mag: 4128768, sign: false });
data.append(FP16x16 { mag: 8454144, sign: false });
data.append(FP16x16 { mag: 12976128, sign: false });
data.append(FP16x16 { mag: 8847360, sign: false });
data.append(FP16x16 { mag: 4521984, sign: false });
data.append(FP16x16 { mag: 2949120, sign: false });
data.append( |
FP16x16 { mag: 6029312, sign: false });
data.append(FP16x16 { mag: 9240576, sign: false });
data.append(FP16x16 { mag: 6291456, sign: false });
data.append(FP16x16 { mag: 3211264, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 3211264, sign: false });
data.append(FP16x16 { mag: 4915200, sign: false });
data.append(FP16x16 { mag: 3342336, sign: false });
data.append(FP16x16 { mag: 1703936, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1245184, sign: false });
data.append(FP16x16 { mag: 1966080, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2883584, sign: false });
data.append(FP16x16 { mag: 4521984, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 1638400, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 4915200, sign: false });
data.append(FP16x16 { mag: 7667712, sign: false });
data.append(FP16x16 { mag: 5308416, sign: false });
data.append(FP16x16 { mag: 2752512, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 3670016, sign: false });
data.append(FP16x16 { mag: 5701632, sign: false });
data.append(FP16x16 { mag: 3932160, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false }); |
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1310720, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1572864, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 1245184, sign: false });
data.append(FP16x16 { mag: 1966080, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 720896, sign: false });
data.append(FP16x16 { mag: 1376256, sign: false });
data.append(FP16x16 { mag: 2883584, sign: false });
data.append(FP16x16 { mag: 4521984, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 1638400, sign: false });
data.append(FP16x16 { mag: 2359296, sign: false });
data.append(FP16x16 { mag: 4915200, sign: false });
data.append(FP16x16 { mag: 7667712, sign: false });
data.append(FP16x16 { mag: 5308416, sign: false });
data.append(FP16x16 { mag: 2752512, sign: false } |
);
data.append(FP16x16 { mag: 1769472, sign: false });
data.append(FP16x16 { mag: 3670016, sign: false });
data.append(FP16x16 { mag: 5701632, sign: false });
data.append(FP16x16 { mag: 3932160, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 2031616, sign: false });
data.append(FP16x16 { mag: 3145728, sign: false });
data.append(FP16x16 { mag: 2162688, sign: false });
data.append(FP16x16 { mag: 1114112, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod input_1;
mod output_0;
use orion::operators::nn::NNTrait;
use orion::utils::{assert_eq, assert_seq_eq};
use orion::numbers::FixedTrait;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::nn::FP16x16NN;
#[test]
#[available_gas(2000000000)]
fn test_conv_transpose_pads() {
let input_0 = input_0::input_0();
let input_1 = input_1::input_1();
let z_0 = output_0::output_0();
let y_0 = NNTrait::conv_transpose(
@input_0,
@input_1,
Option::None,
Option::None,
Option::None,
Option::None,
Option::Some(array![3, 3].span()),
Option::Some(array![1, 1].span()),
Option::Some(array![10, 8].span()),
Option::None,
Option::Some(array![3, 2].span())
);
assert_eq(y_0, z_0);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(1);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn input_1() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(2);
shape.append(3);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(1);
shape.append(2);
shape.append(10);
shape.append(8);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, |
sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x |
16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16 |
x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 393216, sign: false }); |
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 851968, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 524288, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
TensorTrait::new(shape.span(), data.span())
} |
mod input_0;
mod output_0;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
#[test]
#[available_gas(2000000000)]
fn test_cos_fp16x16() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cos();
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 1913830, sign: false });
data.append(FP16x16 { mag: 4049104, sign: false });
data.append(FP16x16 { mag: 2278925, sign: false });
data.append(FP16x16 { mag: 6595486, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 39263, sign: true });
data.append(FP16x16 { mag: 32755, sign: false });
data.append(FP16x16 { mag: 64011, sign: true });
data.append(FP16x16 { mag: 65152, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cos_fp8x23() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cos();
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 867902390, sign: false });
data.append(FP8x23 { mag: 179014618, sign: false });
data.append(FP8x23 { mag: 1037532703, sign: false });
data.append(FP8x23 { mag: 37869648, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8203389, sign: true });
data.append(FP8x23 { mag: 6673244, sign: true });
data.append(FP8x23 { mag: 3338956, sign: true });
data.append(FP8x23 { mag: 1649907, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
#[test]
#[available_gas(2000000000)]
fn test_cosh_fp16x16() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cosh();
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn input_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 111792, sign: false });
data.append(FP16x16 { mag: 177968, sign: true });
data.append(FP16x16 { mag: 144397, sign: false });
data.append(FP16x16 { mag: 151621, sign: true });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 186369, sign: false });
data.append(FP16x16 { mag: 497406, sign: false });
data.append(FP16x16 { mag: 300338, sign: false });
data.append(FP16x16 { mag: 334535, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::utils::{assert_eq, assert_seq_eq};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::FP8x23TensorPartialEq;
use core::array::{ArrayTrait, SpanTrait};
#[test]
#[available_gas(2000000000)]
fn test_cosh_fp8x23() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cosh();
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::numbers::{FixedTrait, FP8x23};
fn input_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 6347776, sign: false });
data.append(FP8x23 { mag: 12366572, sign: false });
data.append(FP8x23 { mag: 8513073, sign: true });
data.append(FP8x23 { mag: 20925683, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(2);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 10907148, sign: false });
data.append(FP8x23 { mag: 19279307, sign: false });
data.append(FP8x23 { mag: 13092000, sign: false });
data.append(FP8x23 { mag: 51164820, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_1d_default() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_1d_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(false));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 0, sign: false });
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 655360, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_1d_reverse() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(false), Option::Some(true));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 983040, sign: false });
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_1d_reverse_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(true));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 917504, sign: false });
data.append(FP16x16 { mag: 786432, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 0, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_2d_axis_0() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 458752, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP16x16TensorPartialEq;
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp16x16_2d_axis_1() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(1, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 131072, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 327680, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd};
use orion::numbers::{FixedTrait, FP16x16};
fn output_0() -> Tensor<FP16x16> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP16x16 { mag: 65536, sign: false });
data.append(FP16x16 { mag: 196608, sign: false });
data.append(FP16x16 { mag: 393216, sign: false });
data.append(FP16x16 { mag: 262144, sign: false });
data.append(FP16x16 { mag: 589824, sign: false });
data.append(FP16x16 { mag: 983040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_1d_default() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 50331648, sign: false });
data.append(FP8x23 { mag: 83886080, sign: false });
data.append(FP8x23 { mag: 125829120, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_1d_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(false));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 0, sign: false });
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 50331648, sign: false });
data.append(FP8x23 { mag: 83886080, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_1d_reverse() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(false), Option::Some(true));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 125829120, sign: false });
data.append(FP8x23 { mag: 117440512, sign: false });
data.append(FP8x23 { mag: 100663296, sign: false });
data.append(FP8x23 { mag: 75497472, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_1d_reverse_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(true));
assert_eq(y, z);
}
|
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(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 117440512, sign: false });
data.append(FP8x23 { mag: 100663296, sign: false });
data.append(FP8x23 { mag: 75497472, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
data.append(FP8x23 { mag: 0, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_2d_axis_0() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
data.append(FP8x23 { mag: 50331648, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
data.append(FP8x23 { mag: 58720256, sign: false });
data.append(FP8x23 { mag: 75497472, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::FP8x23TensorPartialEq;
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_fp8x23_2d_axis_1() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(1, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
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);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 16777216, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 41943040, sign: false });
data.append(FP8x23 { mag: 50331648, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd};
use orion::numbers::{FixedTrait, FP8x23};
fn output_0() -> Tensor<FP8x23> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(FP8x23 { mag: 8388608, sign: false });
data.append(FP8x23 { mag: 25165824, sign: false });
data.append(FP8x23 { mag: 50331648, sign: false });
data.append(FP8x23 { mag: 33554432, sign: false });
data.append(FP8x23 { mag: 75497472, sign: false });
data.append(FP8x23 { mag: 125829120, sign: false });
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_1d_default() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(3);
data.append(6);
data.append(10);
data.append(15);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_1d_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(false));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(0);
data.append(1);
data.append(3);
data.append(6);
data.append(10);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_1d_reverse() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(false), Option::Some(true));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(15);
data.append(14);
data.append(12);
data.append(9);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_1d_reverse_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(true));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(14);
data.append(12);
data.append(9);
data.append(5);
data.append(0);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_2d_axis_0() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
data.append(6);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(5);
data.append(7);
data.append(9);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::I32TensorPartialEq;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i32_2d_axis_1() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(1, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn input_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
data.append(6);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I32Tensor, I32TensorAdd};
fn output_0() -> Tensor<i32> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(2);
shape.append(3);
let mut data = ArrayTrait::new();
data.append(1);
data.append(3);
data.append(6);
data.append(4);
data.append(9);
data.append(15);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::I8TensorPartialEq;
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i8_1d_default() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::None(()), Option::None(()));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
fn input_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
fn output_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(3);
data.append(6);
data.append(10);
data.append(15);
TensorTrait::new(shape.span(), data.span())
}
|
mod input_0;
mod output_0;
use orion::operators::tensor::{TensorTrait, Tensor};
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::I8TensorPartialEq;
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
use orion::utils::{assert_eq, assert_seq_eq};
#[test]
#[available_gas(2000000000)]
fn test_cumsum_i8_1d_exclusive() {
let input_0 = input_0::input_0();
let z = output_0::output_0();
let y = input_0.cumsum(0, Option::Some(true), Option::Some(false));
assert_eq(y, z);
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
fn input_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(1);
data.append(2);
data.append(3);
data.append(4);
data.append(5);
TensorTrait::new(shape.span(), data.span())
}
|
use core::array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor};
use orion::operators::tensor::{I8Tensor, I8TensorAdd};
fn output_0() -> Tensor<i8> {
let mut shape = ArrayTrait::<usize>::new();
shape.append(5);
let mut data = ArrayTrait::new();
data.append(0);
data.append(1);
data.append(3);
data.append(6);
data.append(10);
TensorTrait::new(shape.span(), data.span())
}
|
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