feat(compute): add Phase 11 Synor Compute L2 heterogeneous compute layer
- Add synor-compute crate for heterogeneous compute orchestration
- Implement processor abstraction for CPU/GPU/TPU/NPU/LPU/FPGA/DSP
- Add device registry with cross-vendor capability tracking
- Implement task scheduler with work stealing and load balancing
- Add energy-aware and latency-aware balancing strategies
- Create spot market for compute resources with order matching
- Add memory manager with tensor handles and cross-device transfers
- Support processor capability profiles (H100, TPU v5p, Groq LPU, etc.)
- Implement priority work queues with task decomposition
Processor types supported:
- CPU (x86-64 AVX512, ARM64 SVE, RISC-V Vector)
- GPU (NVIDIA CUDA, AMD ROCm, Intel OneAPI, Apple Metal)
- TPU (v2-v5p, Edge TPU)
- NPU (Apple Neural Engine, Qualcomm Hexagon, Intel VPU)
- LPU (Groq Language Processing Unit)
- FPGA (Xilinx, Intel Altera)
- DSP (TI, Analog Devices)
- WebGPU and WASM runtimes
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