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Add some cmp tests. (#233)

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* Add some cmp tests.

* Add the cuda kernels for comparison operations.
This commit is contained in:
Laurent Mazare
2023-07-24 16:53:45 +01:00
committed by GitHub
parent 160ba09d30
commit b50f932e7c
4 changed files with 134 additions and 12 deletions
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13
candle-core/tests/tensor_tests.rs
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@ -304,6 +304,18 @@ fn embeddings(device: &Device) -> Result<()> {
Ok(())
}
fn cmp(device: &Device) -> Result<()> {
let t1 = Tensor::new(&[[0f32, 1f32], [2f32, 3f32], [4f32, 5f32]], device)?;
let t2 = Tensor::new(&[[1f32, 0f32], [3f32, 3f32], [4f32, 7f32]], device)?;
assert_eq!(t1.eq(&t2)?.to_vec2::<u8>()?, &[[0, 0], [0, 1], [1, 0]]);
assert_eq!(t1.ne(&t2)?.to_vec2::<u8>()?, &[[1, 1], [1, 0], [0, 1]]);
assert_eq!(t1.le(&t2)?.to_vec2::<u8>()?, &[[1, 0], [1, 1], [1, 1]]);
assert_eq!(t1.lt(&t2)?.to_vec2::<u8>()?, &[[1, 0], [1, 0], [0, 1]]);
assert_eq!(t1.gt(&t2)?.to_vec2::<u8>()?, &[[0, 1], [0, 0], [0, 0]]);
assert_eq!(t1.ge(&t2)?.to_vec2::<u8>()?, &[[0, 1], [0, 1], [1, 0]]);
Ok(())
}
#[test]
fn index_select() -> Result<()> {
// TODO: Test on cuda once the kernel is available.
@ -498,5 +510,6 @@ test_device!(transpose, transpose_cpu, transpose_gpu);
test_device!(binary_op, binary_op_cpu, binary_op_gpu);
test_device!(softmax, softmax_cpu, softmax_gpu);
test_device!(embeddings, embeddings_cpu, embeddings_gpu);
test_device!(cmp, cmp_cpu, cmp_gpu);
test_device!(matmul, matmul_cpu, matmul_gpu);
test_device!(broadcasting, broadcasting_cpu, broadcasting_gpu);