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chore: format code
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@@ -689,8 +689,8 @@ namespace sd::pipeline {
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int source_index = std::min(reference.frame_count - 1,
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static_cast<int>(std::floor(frame * source_fps / 24.0)));
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auto source = ensure_image_tensor_channels(
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sd_image_to_tensor(reference.frames[source_index]),
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3);
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sd_image_to_tensor(reference.frames[source_index]),
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3);
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if (source.empty()) {
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LOG_ERROR("invalid frame %d in MiniMax-H3 reference video %d",
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source_index + 1,
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@@ -818,7 +818,7 @@ namespace sd::pipeline {
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keyframes.shape()[2],
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1,
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1},
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conditioned_mask);
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conditioned_mask);
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latents.denoise_mask = sd::ops::concat(latents.denoise_mask, keyframe_mask, 2);
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latents.video_positions = build_ltxv_video_positions(latents.init_latent.shape()[0],
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latents.init_latent.shape()[1],
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@@ -1106,10 +1106,10 @@ namespace sd::pipeline {
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inactive.shape()[1],
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inactive.shape()[2]}); // [t, h/vae_scale_factor, vae_scale_factor, w/vae_scale_factor, vae_scale_factor]
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mask_context = mask_context.permute({1, 3, 4, 0, 2}) // [vae_scale_factor, vae_scale_factor, t, h/vae_scale_factor, w/vae_scale_factor]
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.reshape({inactive.shape()[0],
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inactive.shape()[1],
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inactive.shape()[2],
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request->vae_scale_factor * request->vae_scale_factor}); // [vae_scale_factor*vae_scale_factor, t, h/vae_scale_factor, w/vae_scale_factor]
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.reshape({inactive.shape()[0],
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inactive.shape()[1],
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inactive.shape()[2],
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request->vae_scale_factor * request->vae_scale_factor}); // [vae_scale_factor*vae_scale_factor, t, h/vae_scale_factor, w/vae_scale_factor]
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if (!ref_image_latent.empty()) {
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vace_context = sd::ops::concat(ref_image_latent, vace_context, 2); // [b, 2*c, t+1, h/vae_scale_factor, w/vae_scale_factor]
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@@ -1387,9 +1387,9 @@ namespace sd::pipeline {
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auto& upsampler = scope.runner;
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upsampler = std::make_unique<LTXVUpsampler::LatentUpsamplerRunner>(sd->backend_for(SDBackendModule::UPSCALER),
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model_manager->loader().get_tensor_storage_map(),
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prefix,
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model_manager);
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model_manager->loader().get_tensor_storage_map(),
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prefix,
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model_manager);
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const size_t max_graph_vram_bytes = sd->max_graph_vram_bytes_for_module(SDBackendModule::UPSCALER);
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upsampler->set_max_graph_vram_bytes(max_graph_vram_bytes);
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if (upsampler->model == nullptr) {
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@@ -1869,7 +1869,7 @@ namespace sd::pipeline {
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x_t,
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std::move(noise),
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embeds.cond,
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hires_request.use_uncond ? embeds.uncond : SDCondition(),
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hires_request.use_uncond ? embeds.uncond : SDCondition(),
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embeds.img_uncond,
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sd::Tensor<float>(),
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0.f,
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