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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()) }