CPU Architecture
L2 Cache Layer
Model Weights Preloaded with optimized memory mapping
AVX-512 Execution Unit
Advanced Vector Extensions with 512-bit SIMD processing
Memory Controller
High-bandwidth direct memory access with smart caching
3X FASTER THAN
GPU TRANSFER
CPU Total Latency⚡
22ms
GPU (PCIe + Compute)🔌
30ms
Tested on Xeon 8480+ vs A100-PCIE-40GB
Technology
Stack Anatomy
AI Runtime layer
AMX/VNNI Gate
Cache topology mapper
- 1model =
- 2load_model("resnet50.onnx")
- 3optimized = jit_compile(
- 4 model,
- 5 target="amx_int8",
- 6 cache_alloc="L2", # Preload weights
- 7 kernel_fusion=True # Enable fusion
- 8)
Extreme
Performance
RESNET-50
19MS/BATCH @ BF16 PRECISION
- - CPU: Intel Xeon 8462Y+ (56C/112T)
- - Memory: 8-Channel DDR5-6000 ECC
- - Cooling: Liquid Nitrogen Assisted (Stable @ -50°C)
DEEPSEEK-6.7B
42 TOKENS/S @ 4BIT QUANT
- - Quantization: GPTQ-4bit-128groups
- - Context Window: 32K Tokens
- - KV-Cache: 100% L3 Hit Rate
POWER EFFICIENCY
3.8X VS
NVIDIA L4
- - Workload: 1000 consecutive reasoning tasks
- - CPU TDP: 350W (Sustained)
- - GPU TDP: 275W (Peak)
Advanced Matrix
Extensions (AMX) Assembly
