Local Inference Micro-Architectures: Signaling, Quantization Superblocks, and Kernel Pipeline Scheduling
Parent: Local Inference Acceleration: Memory Architectures, Metal Kernels, and Latency Optimization · Topic entry · 24 branches · skill inference-microarchitectures-and-kernel-pipelines
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Children
- 16-bit Sub-channel Bursts (frontier)
- Affine Value Block Scaling (frontier)
- Arithmetic Intensity Thresholds (frontier)
- Asymmetric KV Cache Quantization Algorithms (frontier)
- Asynchronous Command Queue Overlap (frontier)
- Batch Matrix Amortization (frontier)
- Credit-Based Flow Control Delays (frontier)
- DRAM Latency Hiding (frontier)
- GEMM Compute Scaling vs GEMV Memory-Bandwidth Bounds (frontier)
- Hierarchical Quantization Scales (frontier)
- Key Outlier Channels (frontier)
- MTLBinaryArchive Serialization (frontier)
- Metal Pipeline State Caching and Kernel Dispatch Bubbles (frontier)
- Multi-Token Prediction Speculative Verification and Draft Amortization (frontier)
- Nyquist Frequency Attenuation (frontier)
- PAM3 Modulation and GDDR7 Channel Interleaving (frontier)
- PCIe Protocol Tunneling and Thunderbolt Retimer Jitter (frontier)
- SIMD Aligned Memory Vectorization and Super-block K-Quants (frontier)
- SIMD Cacheline Boundaries (frontier)
- Shared Buffer Storage Modes and Zero-Copy Passing (frontier)
- Speculative Acceptance Thresholds (frontier)
- Sub-microsecond Kernel Dispatch (frontier)
- TLP Encapsulation Overhead (frontier)
- Unified Coherency Protocol (frontier)
Frontier under this node: 16-bit Sub-channel Bursts, Affine Value Block Scaling, Arithmetic Intensity Thresholds, Asymmetric KV Cache Quantization Algorithms, Asynchronous Command Queue Overlap, Batch Matrix Amortization, Credit-Based Flow Control Delays, DRAM Latency Hiding, GEMM Compute Scaling vs GEMV Memory-Bandwidth Bounds, Hierarchical Quantization Scales, Key Outlier Channels, MTLBinaryArchive Serialization, Metal Pipeline State Caching and Kernel Dispatch Bubbles, Multi-Token Prediction Speculative Verification and Draft Amortization, Nyquist Frequency Attenuation, PAM3 Modulation and GDDR7 Channel Interleaving, PCIe Protocol Tunneling and Thunderbolt Retimer Jitter, SIMD Aligned Memory Vectorization and Super-block K-Quants, SIMD Cacheline Boundaries, Shared Buffer Storage Modes and Zero-Copy Passing, Speculative Acceptance Thresholds, Sub-microsecond Kernel Dispatch, TLP Encapsulation Overhead, Unified Coherency Protocol