dfdx 0.13.0

Ergonomic auto differentiation in Rust, with pytorch like apis.
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
use super::ReLUKernelOp;
#[allow(unused_imports)]
use crate::dtypes::*;
use crate::tensor_ops::cuda_kernels::cuda_unary;

unsafe impl cudarc::driver::DeviceRepr for ReLUKernelOp {}

const PTX: &str = include_str!(concat!(env!("OUT_DIR"), "/relu.ptx"));

#[cfg(feature = "f16")]
cuda_unary!(ReLUKernelOp, f16, PTX, "relu_fwd_f16", "relu_bwd_f16");
#[cfg(feature = "f16")]
cuda_unary!(ReLUKernelOp, AMP<f16>, PTX, "relu_fwd_f16", "relu_bwd_f16");
cuda_unary!(ReLUKernelOp, f32, PTX, "relu_fwd_f32", "relu_bwd_f32");
cuda_unary!(ReLUKernelOp, f64, PTX, "relu_fwd_f64", "relu_bwd_f64");