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use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_i32() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; fn input_0() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(-3); data.append(2); data.append(2); data.append(-3); data.append(1); data.append(-3); data.append(0); data.append(-1); data.append(-3); data.append(-3); data.append(-1); data.append(-1); data.append(0); data.append(1); data.append(-1); data.append(0); data.append(0); data.append(-3); data.append(1); data.append(-3); data.append(0); data.append(1); data.append(-3); data.append(-1); data.append(2); data.append(-2); data.append(-3); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(-2); data.append(-3); data.append(-3); data.append(-2); data.append(-3); data.append(2); data.append(0); data.append(1); data.append(-1); data.append(-3); data.append(-1); data.append(2); data.append(-1); data.append(1); data.append(-3); data.append(-1); data.append(2); data.append(2); data.append(-2); data.append(-1); data.append(-2); data.append(-3); data.append(-1); data.append(-1); data.append(0); data.append(0); data.append(-2); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_i32_broadcast() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; fn input_0() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(1); data.append(-2); data.append(0); data.append(1); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorDiv}; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(2); let mut data = ArrayTrait::new(); data.append(2); data.append(1); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(1); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I8TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_i8() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; fn input_0() -> Tensor<i8> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(-2); data.append(0); data.append(-3); data.append(-3); data.append(1); data.append(-3); data.append(-1); data.append(1); data.append(-3); data.append(2); data.append(0); data.append(-1); data.append(1); data.append(-3); data.append(-3); data.append(-3); data.append(1); data.append(2); data.append(2); data.append(-3); data.append(0); data.append(0); data.append(-1); data.append(-2); data.append(-3); data.append(-1); data.append(0); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; fn input_1() -> Tensor<i8> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(-1); data.append(-1); data.append(2); data.append(-3); data.append(1); data.append(-3); data.append(-2); data.append(1); data.append(0); data.append(-1); data.append(-1); data.append(-1); data.append(0); data.append(-1); data.append(1); data.append(1); data.append(-1); data.append(-2); data.append(-1); data.append(2); data.append(-3); data.append(1); data.append(-2); data.append(1); data.append(-3); data.append(1); data.append(-2); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I8TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_i8_broadcast() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; fn input_0() -> Tensor<i8> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(-2); data.append(2); data.append(-1); data.append(2); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I8Tensor, I8TensorDiv}; fn input_1() -> Tensor<i8> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(2); let mut data = ArrayTrait::new(); data.append(-2); data.append(-1); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(1); data.append(0); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_u32() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn input_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(1); data.append(5); data.append(0); data.append(2); data.append(5); data.append(3); data.append(2); data.append(5); data.append(5); data.append(0); data.append(5); data.append(0); data.append(0); data.append(2); data.append(5); data.append(4); data.append(1); data.append(3); data.append(1); data.append(2); data.append(0); data.append(5); data.append(2); data.append(4); data.append(2); data.append(1); data.append(1); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(4); data.append(2); data.append(3); data.append(4); data.append(1); data.append(2); data.append(0); data.append(0); data.append(4); data.append(0); data.append(2); data.append(0); data.append(0); data.append(5); data.append(3); data.append(5); data.append(2); data.append(0); data.append(2); data.append(3); data.append(5); data.append(4); data.append(1); data.append(2); data.append(5); data.append(3); data.append(4); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::U32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; #[test] #[available_gas(2000000000)] fn test_equal_u32_broadcast() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z = output_0::output_0(); let y = input_0.equal(@input_1); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn input_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(5); data.append(5); data.append(2); data.append(0); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(2); let mut data = ArrayTrait::new(); data.append(4); data.append(4); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorDiv}; fn output_0() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(0); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod output_0; use orion::operators::tensor::FP16x16Tensor; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::FP16x16TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_erf_fp16x16() { let input_0 = input_0::input_0(); let z = output_0::output_0(); let y = input_0.erf(); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::FP16x16Tensor; use orion::numbers::{FixedTrait, FP16x16}; fn input_0() -> Tensor<FP16x16> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(5); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 7864, sign: false }); data.append(FP16x16 { mag: 108789, sign: true }); data.append(FP16x16 { mag: 222822, sign: false }); data.append(FP16x16 { mag: 314572, sign: false }); data.append(FP16x16 { mag: 176947, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::FP16x16Tensor; use orion::numbers::{FixedTrait, FP16x16}; fn output_0() -> Tensor<FP16x16> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(5); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 8831, sign: false }); data.append(FP16x16 { mag: 64297, sign: true }); data.append(FP16x16 { mag: 65535, sign: false }); data.append(FP16x16 { mag: 65535, sign: false }); data.append(FP16x16 { mag: 65527, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod output_0; use orion::operators::tensor::FP8x23TensorPartialEq; use orion::operators::tensor::FP8x23Tensor; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; #[test] #[available_gas(2000000000)] fn test_erf_fp8x23() { let input_0 = input_0::input_0(); let z = output_0::output_0(); let y = input_0.erf(); assert_eq(y, z); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::FP8x23Tensor; use orion::numbers::{FixedTrait, FP8x23}; fn input_0() -> Tensor<FP8x23> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(5); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 1006632, sign: false }); data.append(FP8x23 { mag: 13925089, sign: true }); data.append(FP8x23 { mag: 28521267, sign: false }); data.append(FP8x23 { mag: 40265318, sign: false }); data.append(FP8x23 { mag: 22649241, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::FP8x23Tensor; use orion::numbers::{FixedTrait, FP8x23}; fn output_0() -> Tensor<FP8x23> { let mut shape = ArrayTrait::<usize>::new(); shape.append(1); shape.append(5); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 1130434, sign: false }); data.append(FP8x23 { mag: 8230104, sign: true }); data.append(FP8x23 { mag: 8388595, sign: false }); data.append(FP8x23 { mag: 8388607, sign: false }); data.append(FP8x23 { mag: 8387481, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod output_0; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorSub}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; #[test] #[available_gas(2000000000)] fn test_exp_fp16x16() { let input_0 = input_0::input_0(); let z = output_0::output_0(); let y = input_0.exp(); 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: 143305, sign: true }); data.append(FP16x16 { mag: 34228, sign: false }); data.append(FP16x16 { mag: 81407, sign: false }); data.append(FP16x16 { mag: 119049, 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: 7359, sign: false }); data.append(FP16x16 { mag: 110485, sign: false }); data.append(FP16x16 { mag: 226963, sign: false }); data.append(FP16x16 { mag: 10655, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod output_0; use orion::operators::tensor::FP8x23TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorSub}; #[test] #[available_gas(2000000000)] fn test_exp_fp8x23() { let input_0 = input_0::input_0(); let z = output_0::output_0(); let y = input_0.exp(); 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: 1192320, sign: true }); data.append(FP8x23 { mag: 3640877, sign: true }); data.append(FP8x23 { mag: 21840452, sign: false }); data.append(FP8x23 { mag: 8498896, 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: 7277146, sign: false }); data.append(FP8x23 { mag: 5434938, sign: false }); data.append(FP8x23 { mag: 113347630, sign: false }); data.append(FP8x23 { mag: 23104375, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; #[test] #[available_gas(2000000000)] fn test_gather_elements_axis1() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_elements(indices:input_1, axis:Option::Some(1)); assert_eq(y_0, z_0); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::numbers::{FixedTrait, FP16x16}; fn input_0() -> Tensor<FP16x16> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); 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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(2); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(1); data.append(0); 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(2); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 65536, sign: false }); data.append(FP16x16 { mag: 65536, sign: false }); data.append(FP16x16 { mag: 262144, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; #[test] #[available_gas(2000000000)] fn test_gather_elements_axis2() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_elements(indices:input_1, axis:Option::Some(2)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(1); data.append(0); data.append(0); data.append(2); data.append(0); data.append(0); data.append(0); data.append(2); data.append(0); data.append(1); data.append(0); data.append(2); data.append(1); data.append(0); data.append(2); data.append(0); data.append(0); data.append(1); data.append(2); data.append(2); data.append(2); data.append(1); data.append(2); data.append(2); data.append(2); data.append(2); data.append(0); 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(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 65536, sign: false }); data.append(FP16x16 { mag: 0, sign: false }); data.append(FP16x16 { mag: 0, sign: false }); data.append(FP16x16 { mag: 327680, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); data.append(FP16x16 { mag: 393216, sign: false }); data.append(FP16x16 { mag: 524288, sign: false }); data.append(FP16x16 { mag: 393216, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 589824, sign: false }); data.append(FP16x16 { mag: 720896, sign: false }); data.append(FP16x16 { mag: 851968, sign: false }); data.append(FP16x16 { mag: 786432, sign: false }); data.append(FP16x16 { mag: 917504, sign: false }); data.append(FP16x16 { mag: 983040, sign: false }); data.append(FP16x16 { mag: 983040, sign: false }); data.append(FP16x16 { mag: 1048576, sign: false }); data.append(FP16x16 { mag: 1310720, sign: false }); data.append(FP16x16 { mag: 1310720, sign: false }); data.append(FP16x16 { mag: 1310720, sign: false }); data.append(FP16x16 { mag: 1441792, sign: false }); data.append(FP16x16 { mag: 1507328, sign: false }); data.append(FP16x16 { mag: 1507328, sign: false }); data.append(FP16x16 { mag: 1703936, sign: false }); data.append(FP16x16 { mag: 1703936, sign: false }); data.append(FP16x16 { mag: 1572864, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; #[test] #[available_gas(2000000000)] fn test_gather_elements_default() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_elements(indices:input_1, axis:Option::Some(0)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); 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(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 589824, sign: false }); data.append(FP16x16 { mag: 65536, sign: false }); data.append(FP16x16 { mag: 131072, sign: false }); data.append(FP16x16 { mag: 786432, sign: false }); data.append(FP16x16 { mag: 851968, 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: 0, 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: 327680, sign: false }); data.append(FP16x16 { mag: 983040, 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: 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: 1048576, 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::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; #[test] #[available_gas(2000000000)] fn test_gather_elements_negative_indices() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_elements(indices:input_1, axis:Option::Some(0)); 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(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 }); data.append(FP16x16 { mag: 458752, sign: false }); data.append(FP16x16 { mag: 524288, 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::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> 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(0); data.append(-2); data.append(0); data.append(0); 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: 458752, sign: false }); data.append(FP16x16 { mag: 327680, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); data.append(FP16x16 { mag: 262144, sign: false }); data.append(FP16x16 { mag: 131072, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::I32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; #[test] #[available_gas(2000000000)] fn test_gather_fp16x16_3d_axis1() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather(indices:input_1, axis:Option::Some(1)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(1); data.append(2); data.append(1); data.append(0); data.append(2); 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(3); shape.append(2); 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: 196608, sign: false }); data.append(FP16x16 { mag: 262144, sign: false }); data.append(FP16x16 { mag: 327680, 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: 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: 786432, sign: false }); data.append(FP16x16 { mag: 851968, sign: false }); data.append(FP16x16 { mag: 917504, 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: 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: 1376256, sign: false }); data.append(FP16x16 { mag: 1441792, sign: false }); data.append(FP16x16 { mag: 1507328, 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: 1572864, sign: false }); data.append(FP16x16 { mag: 1638400, sign: false }); data.append(FP16x16 { mag: 1703936, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::I32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; #[test] #[available_gas(2000000000)] fn test_gather_fp16x16_3d_axis2() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather(indices:input_1, axis:Option::Some(2)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(1); data.append(2); data.append(1); data.append(0); data.append(2); 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(3); shape.append(3); shape.append(2); 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: 65536, sign: false }); data.append(FP16x16 { mag: 0, 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: 262144, sign: false }); data.append(FP16x16 { mag: 196608, 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: 458752, sign: false }); data.append(FP16x16 { mag: 393216, 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: 655360, sign: false }); data.append(FP16x16 { mag: 589824, 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: 851968, sign: false }); data.append(FP16x16 { mag: 786432, 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: 1048576, sign: false }); data.append(FP16x16 { mag: 983040, 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: 1245184, sign: false }); data.append(FP16x16 { mag: 1179648, 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: 1441792, sign: false }); data.append(FP16x16 { mag: 1376256, 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: 1638400, sign: false }); data.append(FP16x16 { mag: 1572864, sign: false }); data.append(FP16x16 { mag: 1703936, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::I32TensorPartialEq; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; #[test] #[available_gas(2000000000)] fn test_gather_fp16x16_3d_default() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather(indices:input_1, axis:Option::Some(0)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(1); data.append(2); data.append(1); data.append(0); data.append(2); 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(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: 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 }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp16x16_3d_batch_dims1() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(1)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); 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(3); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 0, sign: false }); data.append(FP16x16 { mag: 262144, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); data.append(FP16x16 { mag: 786432, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 786432, sign: false }); data.append(FP16x16 { mag: 1179648, sign: false }); data.append(FP16x16 { mag: 1245184, sign: false }); data.append(FP16x16 { mag: 1441792, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp16x16_3d_batch_dims2() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(2)); 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(3); shape.append(3); shape.append(2); 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: 1769472, sign: false }); data.append(FP16x16 { mag: 1835008, sign: false }); data.append(FP16x16 { mag: 190054
4, sign: false }); data.append(FP16x16 { mag: 1966080, sign: false }); data.append(FP16x16 { mag: 2031616, sign: false }); data.append(FP16x16 { mag: 2097152, sign: false }); data.append(FP16x16 { mag: 2162688, sign: false }); data.append(FP16x16 { mag: 2228224, sign: false }); data.append(FP16x16 { mag: 2293760, sign: false }); data.append(FP16x16 { mag: 2359296, sign: false }); data.append(FP16x16 { mag: 2424832, sign: false }); data.append(FP16x16 { mag: 2490368, sign: false }); data.append(FP16x16 { mag: 2555904, sign: false }); data.append(FP16x16 { mag: 2621440, sign: false }); data.append(FP16x16 { mag: 2686976, sign: false }); data.append(FP16x16 { mag: 2752512, sign: false }); data.append(FP16x16 { mag: 2818048, sign: false }); data.append(FP16x16 { mag: 2883584, sign: false }); data.append(FP16x16 { mag: 2949120, sign: false }); data.append(FP16x16 { mag: 3014656, sign: false }); data.append(FP16x16 { mag: 3080192, sign: false }); data.append(FP16x16 { mag: 3145728, sign: false }); data.append(FP16x16 { mag: 3211264, sign: false }); data.append(FP16x16 { mag: 3276800, sign: false }); data.append(FP16x16 { mag: 3342336, sign: false }); data.append(FP16x16 { mag: 3407872, sign: false }); data.append(FP16x16 { mag: 3473408, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(1); data.append(0); data.append(1); data.append(1); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); 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(3); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 131072, sign: false }); data.append(FP16x16 { mag: 589824, sign: false }); data.append(FP16x16 { mag: 983040, sign: false }); data.append(FP16x16 { mag: 1310720, sign: false }); data.append(FP16x16 { mag: 1769472, sign: false }); data.append(FP16x16 { mag: 2031616, sign: false }); data.append(FP16x16 { mag: 2359296, sign: false }); data.append(FP16x16 { mag: 2949120, sign: false }); data.append(FP16x16 { mag: 3211264, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::{FP16x16Tensor, FP16x16TensorAdd}; use orion::operators::tensor::FP16x16TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp16x16_3d_default() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(0)); 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(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 }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(1); data.append(1); data.append(1); data.append(1); data.append(1); data.append(1); 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(3); let mut data = ArrayTrait::new(); data.append(FP16x16 { mag: 851968, sign: false }); data.append(FP16x16 { mag: 196608, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 0, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 655360, sign: false }); data.append(FP16x16 { mag: 851968, sign: false }); data.append(FP16x16 { mag: 851968, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::FP8x23TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp8x23_3d_batch_dims1() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(1)); assert_eq(y_0, z_0); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::numbers::{FixedTrait, FP8x23}; fn input_0() -> Tensor<FP8x23> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 0, sign: false }); 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 }); data.append(FP8x23 { mag: 58720256, sign: false }); data.append(FP8x23 { mag: 67108864, sign: false }); data.append(FP8x23 { mag: 75497472, sign: false }); data.append(FP8x23 { mag: 83886080, sign: false }); data.append(FP8x23 { mag: 92274688, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 109051904, sign: false }); data.append(FP8x23 { mag: 117440512, sign: false }); data.append(FP8x23 { mag: 125829120, sign: false }); data.append(FP8x23 { mag: 134217728, sign: false }); data.append(FP8x23 { mag: 142606336, sign: false }); data.append(FP8x23 { mag: 150994944, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 167772160, sign: false }); data.append(FP8x23 { mag: 176160768, sign: false }); data.append(FP8x23 { mag: 184549376, sign: false }); data.append(FP8x23 { mag: 192937984, sign: false }); data.append(FP8x23 { mag: 201326592, sign: false }); data.append(FP8x23 { mag: 209715200, sign: false }); data.append(FP8x23 { mag: 218103808, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(1); data.append(1); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(1); data.append(0); data.append(1); data.append(1); data.append(1); 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(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 33554432, sign: false }); data.append(FP8x23 { mag: 25165824, sign: false }); data.append(FP8x23 { mag: 8388608, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 109051904, sign: false }); data.append(FP8x23 { mag: 83886080, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 184549376, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::FP8x23TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp8x23_3d_batch_dims2() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(2)); assert_eq(y_0, z_0); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::numbers::{FixedTrait, FP8x23}; fn input_0() -> Tensor<FP8x23> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 0, sign: false }); 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 }); data.append(FP8x23 { mag: 58720256, sign: false }); data.append(FP8x23 { mag: 67108864, sign: false }); data.append(FP8x23 { mag: 75497472, sign: false }); data.append(FP8x23 { mag: 83886080, sign: false }); data.append(FP8x23 { mag: 92274688, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 109051904, sign: false }); data.append(FP8x23 { mag: 117440512, sign: false }); data.append(FP8x23 { mag: 125829120, sign: false }); data.append(FP8x23 { mag: 134217728, sign: false }); data.append(FP8x23 { mag: 142606336, sign: false }); data.append(FP8x23 { mag: 150994944, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 167772160, sign: false }); data.append(FP8x23 { mag: 176160768, sign: false }); data.append(FP8x23 { mag: 184549376, sign: false }); data.append(FP8x23 { mag: 192937984, sign: false }); data.append(FP8x23 { mag: 201326592, sign: false }); data.append(FP8x23 { mag: 209715200, sign: false }); data.append(FP8x23 { mag: 218103808, sign: false }); data.append(FP8x23 { mag: 226492416, sign: false }); data.append(FP8x23 { mag: 234881024, sign: false }); data.a
ppend(FP8x23 { mag: 243269632, sign: false }); data.append(FP8x23 { mag: 251658240, sign: false }); data.append(FP8x23 { mag: 260046848, sign: false }); data.append(FP8x23 { mag: 268435456, sign: false }); data.append(FP8x23 { mag: 276824064, sign: false }); data.append(FP8x23 { mag: 285212672, sign: false }); data.append(FP8x23 { mag: 293601280, sign: false }); data.append(FP8x23 { mag: 301989888, sign: false }); data.append(FP8x23 { mag: 310378496, sign: false }); data.append(FP8x23 { mag: 318767104, sign: false }); data.append(FP8x23 { mag: 327155712, sign: false }); data.append(FP8x23 { mag: 335544320, sign: false }); data.append(FP8x23 { mag: 343932928, sign: false }); data.append(FP8x23 { mag: 352321536, sign: false }); data.append(FP8x23 { mag: 360710144, sign: false }); data.append(FP8x23 { mag: 369098752, sign: false }); data.append(FP8x23 { mag: 377487360, sign: false }); data.append(FP8x23 { mag: 385875968, sign: false }); data.append(FP8x23 { mag: 394264576, sign: false }); data.append(FP8x23 { mag: 402653184, sign: false }); data.append(FP8x23 { mag: 411041792, sign: false }); data.append(FP8x23 { mag: 419430400, sign: false }); data.append(FP8x23 { mag: 427819008, sign: false }); data.append(FP8x23 { mag: 436207616, sign: false }); data.append(FP8x23 { mag: 444596224, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(2); let mut data = ArrayTrait::new(); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); 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(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 16777216, sign: false }); data.append(FP8x23 { mag: 75497472, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 226492416, sign: false }); data.append(FP8x23 { mag: 276824064, sign: false }); data.append(FP8x23 { mag: 310378496, sign: false }); data.append(FP8x23 { mag: 352321536, sign: false }); data.append(FP8x23 { mag: 402653184, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::FP8x23TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::operators::tensor::{TensorTrait, Tensor}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_fp8x23_3d_default() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(0)); assert_eq(y_0, z_0); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{FP8x23Tensor, FP8x23TensorAdd}; use orion::numbers::{FixedTrait, FP8x23}; fn input_0() -> Tensor<FP8x23> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 0, sign: false }); 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 }); data.append(FP8x23 { mag: 58720256, sign: false }); data.append(FP8x23 { mag: 67108864, sign: false }); data.append(FP8x23 { mag: 75497472, sign: false }); data.append(FP8x23 { mag: 83886080, sign: false }); data.append(FP8x23 { mag: 92274688, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 109051904, sign: false }); data.append(FP8x23 { mag: 117440512, sign: false }); data.append(FP8x23 { mag: 125829120, sign: false }); data.append(FP8x23 { mag: 134217728, sign: false }); data.append(FP8x23 { mag: 142606336, sign: false }); data.append(FP8x23 { mag: 150994944, sign: false }); data.append(FP8x23 { mag: 159383552, sign: false }); data.append(FP8x23 { mag: 167772160, sign: false }); data.append(FP8x23 { mag: 176160768, sign: false }); data.append(FP8x23 { mag: 184549376, sign: false }); data.append(FP8x23 { mag: 192937984, sign: false }); data.append(FP8x23 { mag: 201326592, sign: false }); data.append(FP8x23 { mag: 209715200, sign: false }); data.append(FP8x23 { mag: 218103808, sign: false }); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(0); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(1); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(1); data.append(1); data.append(1); data.append(1); data.append(0); data.append(0); data.append(0); data.append(0); 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(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(FP8x23 { mag: 0, sign: false }); data.append(FP8x23 { mag: 75497472, sign: false }); data.append(FP8x23 { mag: 33554432, sign: false }); data.append(FP8x23 { mag: 25165824, sign: false }); data.append(FP8x23 { mag: 33554432, sign: false }); data.append(FP8x23 { mag: 83886080, sign: false }); data.append(FP8x23 { mag: 33554432, sign: false }); data.append(FP8x23 { mag: 100663296, sign: false }); data.append(FP8x23 { mag: 0, sign: false }); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_i32_3d_batch_dims1() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(1)); assert_eq(y_0, z_0); }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn input_0() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(4); shape.append(3); shape.append(3); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(1); data.append(2); data.append(3); data.append(4); data.append(5); data.append(6); data.append(7); data.append(8); data.append(9); data.append(10); data.append(11); data.append(12); data.append(13); data.append(14); data.append(15); data.append(16); data.append(17); data.append(18); data.append(19); data.append(20); data.append(21); data.append(22); data.append(23); data.append(24); data.append(25); data.append(26); data.append(27); data.append(28); data.append(29); data.append(30); data.append(31); data.append(32); data.append(33); data.append(34); data.append(35); data.append(36); data.append(37); data.append(38); data.append(39); data.append(40); data.append(41); data.append(42); data.append(43); data.append(44); data.append(45); data.append(46); data.append(47); data.append(48); data.append(49); data.append(50); data.append(51); data.append(52); data.append(53); data.append(54); data.append(55); data.append(56); data.append(57); data.append(58); data.append(59); data.append(60); data.append(61); data.append(62); data.append(63); data.append(64); data.append(65); data.append(66); data.append(67); data.append(68); data.append(69); data.append(70); data.append(71); data.append(72); data.append(73); data.append(74); data.append(75); data.append(76); data.append(77); data.append(78); data.app
end(79); data.append(80); data.append(81); data.append(82); data.append(83); data.append(84); data.append(85); data.append(86); data.append(87); data.append(88); data.append(89); data.append(90); data.append(91); data.append(92); data.append(93); data.append(94); data.append(95); data.append(96); data.append(97); data.append(98); data.append(99); data.append(100); data.append(101); data.append(102); data.append(103); data.append(104); data.append(105); data.append(106); data.append(107); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::numbers::NumberTrait; fn input_1() -> Tensor<u32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(4); shape.append(2); shape.append(3); let mut data = ArrayTrait::new(); data.append(0); data.append(2); data.append(0); data.append(2); data.append(1); data.append(0); data.append(0); data.append(0); data.append(2); data.append(1); data.append(0); data.append(1); data.append(1); data.append(0); data.append(1); data.append(0); data.append(0); data.append(0); data.append(1); data.append(2); data.append(0); data.append(0); data.append(1); data.append(0); TensorTrait::new(shape.span(), data.span()) }
use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use orion::numbers::NumberTrait; fn output_0() -> Tensor<i32> { let mut shape = ArrayTrait::<usize>::new(); shape.append(4); shape.append(2); let mut data = ArrayTrait::new(); data.append(6); data.append(21); data.append(29); data.append(37); data.append(64); data.append(54); data.append(96); data.append(84); TensorTrait::new(shape.span(), data.span()) }
mod input_0; mod input_1; mod output_0; use orion::operators::tensor::I32TensorPartialEq; use orion::operators::tensor::{U32Tensor, U32TensorAdd}; use orion::utils::{assert_eq, assert_seq_eq}; use orion::operators::tensor::{TensorTrait, Tensor}; use orion::operators::tensor::{I32Tensor, I32TensorAdd}; use core::array::{ArrayTrait, SpanTrait}; use orion::operators::tensor::U32TensorPartialEq; #[test] #[available_gas(2000000000)] fn test_gather_nd_i32_3d_batch_dims2() { let input_0 = input_0::input_0(); let input_1 = input_1::input_1(); let z_0 = output_0::output_0(); let y_0 = input_0.gather_nd(indices: input_1, batch_dims: Option::Some(2)); assert_eq(y_0, z_0); }