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W fixes. (#862)
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@ -1,5 +1,4 @@
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#![allow(unused)]
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use super::common::{AttnBlock, GlobalResponseNorm, ResBlock, TimestepBlock, WLayerNorm};
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use super::common::{AttnBlock, GlobalResponseNorm, TimestepBlock, WLayerNorm};
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use candle::{DType, Module, Result, Tensor, D};
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use candle_nn::VarBuilder;
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@ -223,7 +222,7 @@ impl WDiffNeXt {
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};
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sub_blocks.push(sub_block)
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}
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let (layer_norm, conv, start_layer_i) = if i > 0 {
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let (layer_norm, conv) = if i > 0 {
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let layer_norm = WLayerNorm::new(C_HIDDEN[i - 1], vb.pp(layer_i))?;
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layer_i += 1;
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let cfg = candle_nn::Conv2dConfig {
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@ -231,10 +230,9 @@ impl WDiffNeXt {
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..Default::default()
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};
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let conv = candle_nn::conv2d(C_HIDDEN[i - 1], c_hidden, 2, cfg, vb.pp(layer_i))?;
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layer_i += 1;
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(Some(layer_norm), Some(conv), 2)
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(Some(layer_norm), Some(conv))
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} else {
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(None, None, 0)
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(None, None)
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};
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let up_block = UpBlock {
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layer_norm,
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@ -337,7 +335,7 @@ impl WDiffNeXt {
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level_outputs.reverse();
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for (i, up_block) in self.up_blocks.iter().enumerate() {
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let skip = match &self.effnet_mappers[self.down_blocks.len() + i] {
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let effnet_c = match &self.effnet_mappers[self.down_blocks.len() + i] {
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None => None,
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Some(m) => {
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let effnet = effnet.interpolate2d(xs.dim(D::Minus2)?, xs.dim(D::Minus1)?)?;
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@ -350,7 +348,12 @@ impl WDiffNeXt {
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} else {
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None
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};
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xs = block.res_block.forward(&xs, skip)?;
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let skip = match (skip, effnet_c.as_ref()) {
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(Some(skip), Some(effnet_c)) => Some(Tensor::cat(&[skip, effnet_c], 1)?),
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(None, Some(skip)) | (Some(skip), None) => Some(skip.clone()),
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(None, None) => None,
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};
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xs = block.res_block.forward(&xs, skip.as_ref())?;
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xs = block.ts_block.forward(&xs, &r_embed)?;
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if let Some(attn_block) = &block.attn_block {
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xs = attn_block.forward(&xs, clip.as_ref().unwrap())?;
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@ -1,10 +1,8 @@
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#![allow(unused)]
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use super::common::{AttnBlock, ResBlock, TimestepBlock};
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use candle::{DType, Module, Result, Tensor, D};
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use candle::{Module, Result, Tensor};
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use candle_nn::VarBuilder;
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#[derive(Debug)]
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struct MixingResidualBlock {
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pub struct MixingResidualBlock {
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norm1: candle_nn::LayerNorm,
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depthwise_conv: candle_nn::Conv2d,
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norm2: candle_nn::LayerNorm,
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@ -1,6 +1,5 @@
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#![allow(unused)]
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use super::common::{AttnBlock, ResBlock, TimestepBlock};
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use candle::{DType, Module, Result, Tensor, D};
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use candle::{DType, Result, Tensor, D};
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use candle_nn::VarBuilder;
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#[derive(Debug)]
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