Chunk 67.3

The 24% Ceiling: When Configuration Tuning Meets the sm_120 Kernel Wall 2648 words

Message Articles

• The NVFP4 Verification: A Pivotal Checkpoint in the DeepSeek-V4 Deployment on Blackwell
  msg 12504 · 2230 words
• Choosing the Right MoE Backend: The NVFP4 Marlin Decision on SM120 Blackwell GPUs
  msg 12505 · 2085 words
• The Watchdog's Vigil: Monitoring the NVFP4 Server Startup on Blackwell
  msg 12506 · 1461 words
• The Verification Moment: NVFP4 Meets Marlin on Blackwell
  msg 12507 · 1702 words
• The Verdict on NVFP4: A Pivotal Benchmark in the DeepSeek-V4 Optimization Campaign
  msg 12508 · 2053 words
• The 24% Ceiling: Diagnosing the Limits of NVFP4 Quantization on Blackwell SM120 GPUs
  msg 12509 · 2029 words
• The Pivot to Native FP4: A Server Startup as a Strategic Decision Point
  msg 12510 · 1623 words
• The Sanity Check: Validating Native FP4 Tensor-Core Inference on Blackwell
  msg 12511 · 1800 words
• The Benchmark That Confirmed the Ceiling: NVFP4 Cutlass on sm_120
  msg 12512 · 2629 words
• The Moment of Insight: When MoE Optimization Hits a Wall and Attention Takes Center Stage
  msg 12513 · 1946 words
• The Roofline Reckoning: When Configuration Tuning Hits a 100× Wall
  msg 12514 · 1512 words
• The 100× Gap: When Roofline Analysis Exposes a Structural Bottleneck in DeepSeek-V4-Flash Inference
  msg 12515 · 3159 words
• The Silence That Spoke Volumes: An Empty Message as a Turning Point in ML Optimization
  msg 12516 · 2059 words