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fix: guard GPU memory capacity and propagate encoding failures (#1958)
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@@ -1254,7 +1254,10 @@ struct FluxCLIPEmbedder : public Conditioner {
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true,
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clip_skip,
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false);
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GGML_ASSERT(!pooled.empty());
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if (pooled.empty()) {
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LOG_ERROR("Flux CLIP-L encoding failed");
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return {};
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}
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} else {
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pooled = sd::Tensor<float>::zeros({768});
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}
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@@ -1273,7 +1276,10 @@ struct FluxCLIPEmbedder : public Conditioner {
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input_ids,
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sd::Tensor<float>(),
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false);
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GGML_ASSERT(!chunk_hidden_states.empty());
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if (chunk_hidden_states.empty()) {
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LOG_ERROR("Flux T5 encoding failed at chunk %d/%zu", chunk_idx + 1, chunk_count);
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return {};
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}
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chunk_hidden_states = ::apply_token_weights(std::move(chunk_hidden_states), chunk_weights);
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if (zero_out_masked) {
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chunk_hidden_states.fill_(0.0f);
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