fix: do not force using f32 for some flux layers
This sometimes leads to worse result
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1bdc767aaf
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f5997a1951
8
flux.hpp
8
flux.hpp
@ -13,7 +13,7 @@ namespace Flux {
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struct MLPEmbedder : public UnaryBlock {
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public:
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MLPEmbedder(int64_t in_dim, int64_t hidden_dim) {
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blocks["in_layer"] = std::shared_ptr<GGMLBlock>(new Linear(in_dim, hidden_dim, true, true));
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blocks["in_layer"] = std::shared_ptr<GGMLBlock>(new Linear(in_dim, hidden_dim, true));
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blocks["out_layer"] = std::shared_ptr<GGMLBlock>(new Linear(hidden_dim, hidden_dim, true));
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}
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@ -449,7 +449,7 @@ namespace Flux {
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int64_t patch_size,
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int64_t out_channels) {
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blocks["norm_final"] = std::shared_ptr<GGMLBlock>(new LayerNorm(hidden_size, 1e-06f, false));
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blocks["linear"] = std::shared_ptr<GGMLBlock>(new Linear(hidden_size, patch_size * patch_size * out_channels, true, true));
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blocks["linear"] = std::shared_ptr<GGMLBlock>(new Linear(hidden_size, patch_size * patch_size * out_channels));
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blocks["adaLN_modulation.1"] = std::shared_ptr<GGMLBlock>(new Linear(hidden_size, 2 * hidden_size));
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}
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@ -634,13 +634,13 @@ namespace Flux {
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int64_t out_channels = params.in_channels;
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int64_t pe_dim = params.hidden_size / params.num_heads;
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blocks["img_in"] = std::shared_ptr<GGMLBlock>(new Linear(params.in_channels, params.hidden_size, true, true));
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blocks["img_in"] = std::shared_ptr<GGMLBlock>(new Linear(params.in_channels, params.hidden_size, true));
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blocks["time_in"] = std::shared_ptr<GGMLBlock>(new MLPEmbedder(256, params.hidden_size));
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blocks["vector_in"] = std::shared_ptr<GGMLBlock>(new MLPEmbedder(params.vec_in_dim, params.hidden_size));
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if (params.guidance_embed) {
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blocks["guidance_in"] = std::shared_ptr<GGMLBlock>(new MLPEmbedder(256, params.hidden_size));
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}
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blocks["txt_in"] = std::shared_ptr<GGMLBlock>(new Linear(params.context_in_dim, params.hidden_size, true, true));
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blocks["txt_in"] = std::shared_ptr<GGMLBlock>(new Linear(params.context_in_dim, params.hidden_size, true));
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for (int i = 0; i < params.depth; i++) {
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blocks["double_blocks." + std::to_string(i)] = std::shared_ptr<GGMLBlock>(new DoubleStreamBlock(params.hidden_size,
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