#CPU vs GPU vs TPU

90 related articles

Jul 28, 2026·3 min

AMD CDNA5 Architecture Deep Dive: Technical Evolution and the AI Computing Competition Landscape

Deep analysis of AMD's CDNA5 architecture covering Chiplet packaging upgrades, HBM memory evolution, and low-precision compute optimization, examining how AMD challenges NVIDIA's AI chip dominance.

Jul 27, 2026·3 min

Kimi K3 Local Deployment Guide: Storage Requirements for q4 and q8 Quantization Explained

Detailed analysis of Kimi K3 quantization deployment options, comparing q4 vs q8 storage requirements, precision trade-offs, and hardware configurations for local self-hosting.

Jul 27, 2026·4 min

FPGA Softmax Approximation in Practice: A Detailed Guide to Taylor Expansion and Padé Approximation Methods

A detailed guide on efficiently implementing Softmax on FPGAs, comparing Taylor series and Padé approximation methods for accuracy and resource trade-offs, with Python simulation and range reduction techniques.

Jul 25, 2026·3 min

Laguna S 2.1: The Open-Source Coding Model That's 14x Smaller Yet Stronger

Poolside releases Laguna S 2.1, an open-source agentic coding model: 118B total params with only 8B active, scoring 40.4% on DeepSWE — ~4.5x DeepSeek V4 Pro Max. Supports 1M-token context, deployable on a single workstation.

Jul 23, 2026·3 min

LangChain v1.3 Hands-On Tutorial: Deep Dive into Agents, RAG, and Local Model Deployment

Deep dive into LangChain v1.3: compare LangChain, LangGraph, and DeepAgent paradigms, explore RAG pipelines, multi-agent systems, and local LLM deployment for enterprise AI apps.

Jul 22, 2026·3 min

V100 GPU Showdown: 4×16G PCIe vs. 2×32G SXM — Which Gives You More Bang for Your Buck?

Benchmarking 4×V100 16G PCIe vs. 2×V100 32G SXM adapter for local LLM inference. Prefill speed, decode speed, power limits, and bandwidth bottlenecks analyzed.

Jul 21, 2026·3 min

Jetson Edge AI Development: Setting Up a VS Code + Claude Code Workstation

Set up an AI coding workstation on NVIDIA Jetson using VS Code + Claude Code. Covers JetPack NVIDIA Skills, token budget management, headless SSH dev, and coding agent best practices.

Jul 21, 2026·3 min

A Former Tencent Engineer's Complete Journey Building a 'Decision Paralysis' Mini Program with AI

A former Tencent engineer used CodeBuddy AI to solo-build a 'Decision Paralysis' mini program — from a phone specs spreadsheet to a fully launched WeChat app.

Jul 20, 2026·2 min

On-Device LLMs, Custom Silicon, and 100K-GPU Clusters: AI Industry Enters Full-Spectrum Competition

Apple's 1-bit compression fits 27B models on iPhone, Meta builds custom chip Iris, China's 100K-GPU cluster goes live, Samsung enters AI PC — a deep dive into AI's new full-spectrum competition.

Jul 19, 2026·4 min

AMD Ryzen AI Halo Real-World Test: Can a Non-Programmer Use Local AI to Write Code?

A non-programmer tests AMD Ryzen AI Halo by deploying local AI models to tackle a real dev task. After testing Ollama and Qwen3, the verdict: AI amplifies developers, it doesn't replace them.

Jul 19, 2026·3 min

Flyte Deep Dive: A Practical Guide to Choosing Your ML Workflow Orchestration Tool

Deep dive into Flyte's core capabilities: cloud-native GPU scheduling, intelligent caching, checkpoint recovery, and conditional deployment — plus a full comparison with Argo and KubeFlow Pipelines.

Jul 17, 2026·2 min

The Complete Optimization Guide for Local AI Image & Video Generation with 16GB VRAM

What can 16GB VRAM do? This guide covers FLUX, SDXL, Wan video models, ComfyUI workflows, GGUF quantization, and VRAM optimization to max out your RTX 16GB GPU.

Jul 16, 2026·3 min

Qwen3.5 Uncensored Version Local Deployment: Run a 35B Model on Just 6GB VRAM

Run Qwen3 35B-A3B uncensored locally on just 6GB VRAM using llama.cpp and GGUF quantization. Full deployment guide, code generation tests, and Agent integration walkthrough.

Jul 16, 2026·6 min

A Deep Dive into OpenAI Codex: How AI Engineers Are Reimagining Software Development with Agents

OpenAI Codex is redefining how AI engineers work: from code completion to autonomous Agents, from single-threaded to parallel Value Maxing. A deep dive into the Codex App architecture, open ecosystem, and Manager of Agents practice.

Jul 15, 2026·3 min

Uncensored AI Models Deep Dive: How They Work, Local Deployment, and the Truth About Self-Learning

A deep dive into uncensored AI models: how censorship is removed, whether self-learning is real, and hardware requirements for local deployment. Covers Ollama, LM Studio, Llama, quantization, and more.

Best Open-Source Video Editors: An In-…

Jul 14, 2026·2 min

Best Open-Source Video Editors: An In-Depth Comparison of 4 Free Alternatives

Compare Shotcut, Kdenlive, OpenShot, and DaVinci Resolve as free video editing alternatives. Find the best open-source editor for your skill level and needs.

Jul 13, 2026·3 min

How to Systematically Learn Machine Learning After Mastering Math and Python

Already know math and Python? Learn the complete machine learning roadmap: from data science tools and classical algorithms to deep learning frameworks and specialization.

How Fixing Three Bugs Made Qwen3.5-122…

Jul 13, 2026·3 min

How Fixing Three Bugs Made Qwen3.5-122B Run Reliably on Mac Studio

A developer fixed three critical bugs to make Qwen3.5-122B run reliably as a daily driver on Mac Studio. Explore memory management, inference stability, and quantization precision.

Jul 13, 2026·7 min

Building a Published App with Zero Code in Four Days: A Complete HarmonyOS Development Journey

A tech blogger with zero programming knowledge built a retro DV app in four days using AI tools like Cursor and Codex, and got it published on Huawei App Gallery. A full vibe coding walkthrough.

Jul 12, 2026·5 min

The Five Unsolved Challenges of Production MLOps: A Deep Dive into GPU Scheduling, Fault-Tolerant Training, and Model Observability

A deep dive into the five genuinely tough challenges of production MLOps: fault-tolerant training on Spot instances, cross-team GPU scheduling, data reproducibility, model observability, and inference cost optimization.