🚀 星宇智通 Compute Matrix 🔍 算力矩阵
🔍 Search 101,000 Tools... /
Tools Matrix
⚡ 2026 EDITION: 101,000 HARDWARE & COMPUTE SUBDIRECTORIES LIVE

Global High-Performance Computing, AI Hardware & Datacenter Matrix

Deterministic engineering sizing for LLM VRAM allocations, PCIe 5.0 bottlenecks, liquid-cooled rack PUE opex, and edge drone avionics.

5 Core High-Performance Engineering Disciplines

🧠

AI Models & VRAM Compute

101,000 Tools Cluster

Tensor parallelism, KV-cache scaling, FP8/FP4 quantization latency, and multi-node MoE cluster memory sizing.

DeepSeek-V3 671B MoE (FP16 Uncompressed Native) on NVIDIA H100 80GB SXM5 VRAM & Throughput Calculator → DeepSeek-V3 671B MoE (BF16 Bfloat16 Mixed Precision) on NVIDIA H200 141GB HBM3e VRAM & Throughput Calculator → DeepSeek-V3 671B MoE (FP8 Scaled Native Hopper) on NVIDIA B200 192GB Blackwell VRAM & Throughput Calculator → DeepSeek-V3 671B MoE (INT8 SmoothQuant Precision) on NVIDIA A100 80GB PCIe VRAM & Throughput Calculator →
Explore Complete Silo Matrix →
⚡

Hardware Bottlenecks & Thermals

101,000 Tools Cluster

PCIe 5.0 saturation, ATX 3.0 transient spikes, 12V-2x6 thermals, and multi-GPU DC busbar voltage drops.

NVIDIA GeForce RTX 4090 + Intel Core i9-14900K (1080p Full HD) Bottleneck & PSU Sizing Calculator → NVIDIA GeForce RTX 4090 + Intel Core i9-14900K (1440p 2K QHD) Bottleneck & PSU Sizing Calculator → NVIDIA GeForce RTX 4090 + Intel Core i9-14900K (4K 2160p Ultra HD) Bottleneck & PSU Sizing Calculator → NVIDIA GeForce RTX 4090 + AMD Ryzen 7 7800X3D (1080p Full HD) Bottleneck & PSU Sizing Calculator →
Explore Complete Silo Matrix →
🏢

Data Center PUE & Cooling

101,000 Tools Cluster

Liquid cooling CDU flow rates, GB200 NVL72 rack power density, immersion thermodynamics, and annual PUE opex.

NVIDIA HGX H100 8-GPU 640GB SXM5 Data Center PUE & Annual Power Cost (US National Commercial Average) → NVIDIA HGX H100 8-GPU 640GB SXM5 Data Center PUE & Annual Power Cost (Texas ERCOT Industrial Cheap) → NVIDIA HGX H100 8-GPU 640GB SXM5 Data Center PUE & Annual Power Cost (Northern Virginia Data Center Alley) → NVIDIA HGX H100 8-GPU 640GB SXM5 Data Center PUE & Annual Power Cost (California High Energy Commercial) →
Explore Complete Silo Matrix →
☁️

Cloud GPU Lease vs On-Prem ROI

101,000 Tools Cluster

H100/H200 hourly cloud rental amortization vs bare-metal CAPEX, residual hardware salvage value, and export compliance.

NVIDIA H100 80GB SXM5 Node (Full-Time Production 24/7) Cloud Rental vs Purchase Breakeven Calculator → NVIDIA H100 80GB SXM5 Node (Active Development & Training) Cloud Rental vs Purchase Breakeven Calculator → NVIDIA H100 80GB SXM5 Node (Intermittent Batch Inference) Cloud Rental vs Purchase Breakeven Calculator → Single NVIDIA H100 PCIe 80GB (Full-Time Production 24/7) Cloud Rental vs Purchase Breakeven Calculator →
Explore Complete Silo Matrix →
🛰️

Edge AI, Avionics & Robotics

101,000 Tools Cluster

Jetson Orin battery flight endurance, eVTOL reserve margins, robotic AMR sensor-fusion power, and satellite telemetry.

NVIDIA Jetson AGX Orin 64GB (275 TOPS) (Continuous 4K Object Detection Real-Time) Flight & Battery Endurance Calculator → NVIDIA Jetson AGX Orin 64GB (275 TOPS) (Intermittent Sensor Fusion & SLAM Mapping) Flight & Battery Endurance Calculator → NVIDIA Jetson AGX Orin 64GB (275 TOPS) (Deep Neural Inference Batch Processing) Flight & Battery Endurance Calculator → NVIDIA Jetson Orin Nano 8GB (40 TOPS) (Continuous 4K Object Detection Real-Time) Flight & Battery Endurance Calculator →
Explore Complete Silo Matrix →

Featured Compute Architecture Sizers

💻
DeepSeek-V3 671B MoE (FP16 Uncompressed Native) on NVIDIA H100 80GB SXM5 VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (BF16 Bfloat16 Mixed Precision) on NVIDIA H200 141GB HBM3e VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (FP8 Scaled Native Hopper) on NVIDIA B200 192GB Blackwell VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (INT8 SmoothQuant Precision) on NVIDIA A100 80GB PCIe VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (AWQ 4-Bit Activation-Aware) on NVIDIA RTX 4090 24GB GDDR6X VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (GPTQ 4-Bit Second-Order) on NVIDIA L40S 48GB Ada Lovelace VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in GPTQ 4-Bit Second-Order deployed on NVIDIA L40S 48GB Ada Lovelace.
Launch Hardware Tool →
💻
DeepSeek-V3 671B MoE (GGUF Q4_K_M Medium Quant) on AMD Instinct MI300X 192GB VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-V3 671B MoE quantized in GGUF Q4_K_M Medium Quant deployed on AMD Instinct MI300X 192GB.
Launch Hardware Tool →
💻
DeepSeek-R1 Reasoning 671B (FP16 Uncompressed Native) on NVIDIA H100 80GB SXM5 VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-R1 Reasoning 671B quantized in FP16 Uncompressed Native deployed on NVIDIA H100 80GB SXM5.
Launch Hardware Tool →
💻
DeepSeek-R1 Reasoning 671B (BF16 Bfloat16 Mixed Precision) on NVIDIA H200 141GB HBM3e VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-R1 Reasoning 671B quantized in BF16 Bfloat16 Mixed Precision deployed on NVIDIA H200 141GB HBM3e.
Launch Hardware Tool →
💻
DeepSeek-R1 Reasoning 671B (FP8 Scaled Native Hopper) on NVIDIA B200 192GB Blackwell VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-R1 Reasoning 671B quantized in FP8 Scaled Native Hopper deployed on NVIDIA B200 192GB Blackwell.
Launch Hardware Tool →
💻
DeepSeek-R1 Reasoning 671B (INT8 SmoothQuant Precision) on NVIDIA A100 80GB PCIe VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-R1 Reasoning 671B quantized in INT8 SmoothQuant Precision deployed on NVIDIA A100 80GB PCIe.
Launch Hardware Tool →
💻
DeepSeek-R1 Reasoning 671B (AWQ 4-Bit Activation-Aware) on NVIDIA RTX 4090 24GB GDDR6X VRAM & Throughput Calculator
Exact VRAM memory allocation, dynamic KV-cache requirements, and tensor parallelism slicing for DeepSeek-R1 Reasoning 671B quantized in AWQ 4-Bit Activation-Aware deployed on NVIDIA RTX 4090 24GB GDDR6X.
Launch Hardware Tool →
ENGINEERING ACCURACY & E-E-A-T BENCHMARKING

Authoritative Methodological Foundations

Every computation engine across Xingyu Zhitong is mathematically modeled against open industry specifications and empirical measurements:

🔬 MLPerf & IEEE Computer Society

Tensor throughput, memory bandwidth saturation, and KV-cache latency models conform to MLPerf Training & Inference methodologies and IEEE standards.

🏢 Open Compute Project (OCP)

Direct-to-chip liquid cooling CDU sizing, 21-inch Open Rack power busbar specifications, and 48V-to-12V power distribution metrics follow OCP standards.

🌡️ ASHRAE TC 9.9 Thermal Guidelines

Data center cooling economizer hours, facility PUE optimization, and allowable temperature/humidity envelopes adhere to ASHRAE TC 9.9 standards.