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Update cudarc to 0.12. (#2451)
* Update cudarc to 0.12. * Some cudnn tweaks.
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@ -1,6 +1,6 @@
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use crate::WithDType;
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use cudarc;
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use cudarc::cudnn::safe::{Conv2dForward, Cudnn};
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use cudarc::cudnn::safe::{ConvForward, Cudnn};
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use cudarc::driver::{CudaSlice, CudaView, DeviceRepr, ValidAsZeroBits};
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use std::cell::RefCell;
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use std::collections::HashMap;
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@ -87,7 +87,7 @@ pub(crate) fn launch_conv2d<
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cudarc::cudnn::sys::cudnnTensorFormat_t::CUDNN_TENSOR_NCHW,
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[params.b_size as i32, params.c_out as i32, h_out, w_out],
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)?;
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let conv2d = Conv2dForward {
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let conv2d = ConvForward {
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conv: &conv,
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x: &x,
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w: &w,
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@ -174,6 +174,7 @@ impl Map1 for Im2Col1D {
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}
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}
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#[allow(unused)]
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struct Im2Col {
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h_k: usize,
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w_k: usize,
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@ -183,6 +184,7 @@ struct Im2Col {
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}
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impl Im2Col {
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#[allow(unused)]
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fn hw_out(&self, h: usize, w: usize) -> (usize, usize) {
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let h_out = (h + 2 * self.padding - self.dilation * (self.h_k - 1) - 1) / self.stride + 1;
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let w_out = (w + 2 * self.padding - self.dilation * (self.w_k - 1) - 1) / self.stride + 1;
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