AI Architecture & Systems
1
Microarchitecture
2
Kernel
3
Compiler
4
Architecture
5
System
6
Algorithms
Compiler
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§3.3
Intermediate Representation
3.3.1
Dataflow Graph, SSA, and Control-Flow Graph
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3.3.2
Tensor IR, Loop IR, and Buffer IR
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3.3.3
Type, Shape, Layout, and Memory Space
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3.3.4
MLIR Dialect, Operation, Region, and Pass
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3.3.5
StableHLO, Linalg, Affine, SCF, and GPU Dialect
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3.2 Frontend, Tracing, and Graph Capture
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3.4 Automatic Differentiation and Training-Graph Compilation