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chore: correct diagram
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ggml/7_VulkandBackend.md

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@@ -201,57 +201,57 @@ So even though Vulkan is the transport mechanism, the real architectural center
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```mermaid
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flowchart TD
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A[Application / GGML frontend] --> B[Vulkan backend API]
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B --> B1[Init backend by device index]
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B --> B2[Query device count / description / memory]
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B --> B3[Get Vulkan buffer type]
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B --> B4[Get pinned host buffer type]
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B --> C[GGML backend registry]
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C --> D[Vulkan device runtime]
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D --> D1[Physical device + logical device]
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D --> D2[Vendor / driver / architecture classification]
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D --> D3[Capability flags]
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D --> D4[Queue topology]
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D --> D5[Descriptor set layout]
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D --> D6[Pipeline collections]
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D --> D7[Fence + staging resources]
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D --> D8[Pinned host memory tracking]
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D3 --> E1[FP16 / BF16]
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D3 --> E2[Integer dot product]
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D3 --> E3[Subgroup operations]
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D3 --> E4[Cooperative matrix support]
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D3 --> E5[UMA / host-memory preference]
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F[Shader sources (*.comp)] --> G[glslc + vulkan-shaders-gen]
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G --> H[Generated shader header]
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G --> I[Generated per-shader C++ sources]
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H --> J[Shader modules]
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A["Application / GGML frontend"] --> B["Vulkan backend API"]
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B --> B1["Init backend by device index"]
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B --> B2["Query device count / description / memory"]
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B --> B3["Get Vulkan buffer type"]
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B --> B4["Get pinned host buffer type"]
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B --> C["GGML backend registry"]
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C --> D["Vulkan device runtime"]
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D --> D1["Physical device + logical device"]
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D --> D2["Vendor / driver / architecture classification"]
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D --> D3["Capability flags"]
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D --> D4["Queue topology"]
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D --> D5["Descriptor set layout"]
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D --> D6["Pipeline collections"]
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D --> D7["Fence + staging resources"]
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D --> D8["Pinned host memory tracking"]
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D3 --> E1["FP16 / BF16"]
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D3 --> E2["Integer dot product"]
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D3 --> E3["Subgroup operations"]
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D3 --> E4["Cooperative matrix support"]
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D3 --> E5["UMA / host-memory preference"]
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F["Shader sources (*.comp)"] --> G["glslc + vulkan-shaders-gen"]
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G --> H["Generated shader header"]
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G --> I["Generated per-shader C++ sources"]
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H --> J["Shader modules"]
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I --> J
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J --> K[Compute pipelines]
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K --> K1[Generic operator pipelines]
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K --> K2[Matmul pipelines]
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K --> K3[Dequant + matmul pipelines]
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K --> K4[Vendor / feature-specific variants]
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D --> L[Buffer system]
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L --> L1[Device-local Vulkan buffers]
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L --> L2[Pinned host buffers]
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L --> L3[Subbuffers / views]
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D --> M[Queue + command subsystem]
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M --> M1[Compute queue]
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M --> M2[Transfer queue]
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M --> M3[Command pools]
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M --> M4[Command buffers]
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M --> M5[Submission + synchronization]
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A --> N[GGML computation graph]
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N --> O[Vulkan graph execution]
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J --> K["Compute pipelines"]
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K --> K1["Generic operator pipelines"]
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K --> K2["Matmul pipelines"]
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K --> K3["Dequant + matmul pipelines"]
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K --> K4["Vendor / feature-specific variants"]
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D --> L["Buffer system"]
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L --> L1["Device-local Vulkan buffers"]
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L --> L2["Pinned host buffers"]
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L --> L3["Subbuffers / views"]
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D --> M["Queue + command subsystem"]
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M --> M1["Compute queue"]
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M --> M2["Transfer queue"]
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M --> M3["Command pools"]
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M --> M4["Command buffers"]
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M --> M5["Submission + synchronization"]
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A --> N["GGML computation graph"]
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N --> O["Vulkan graph execution"]
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O --> K
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O --> L
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O --> M

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