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Triton Tensor Descriptor

 10-27-2026 10-27-2026 blog 12 minutes read (About 1743 words)
Simplifying Memory Access Arithmetic with Triton Tensor Descriptors

 
Accelerated Computing, 
CUDA, 
Triton  
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AOTInductor Triton SASS Inspection

 10-02-2026 10-02-2026 blog 9 minutes read (About 1352 words)
Triton Kernel Behavior Verification In AOTInductor

 
Accelerated Computing, 
CUDA, 
PyTorch, 
AOTInductor, 
Triton, 
JIT  
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CUDA Device Max Connections

 09-26-2026 09-26-2026 blog 10 minutes read (About 1514 words)
Unlocking GPU Concurrency

 
CPP, 
Accelerated Computing, 
CUDA, 
NVIDIA, 
AMD  
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CUDA Thread Block Swizzle

 09-20-2026 09-20-2026 blog 36 minutes read (About 5405 words)
Influencing L2 Cache Efficiency Using CUDA Thread Block Swizzle

 
Accelerated Computing, 
CUDA, 
Triton  
  Read More

CUDA Multi-Process Service

 09-08-2026 09-08-2026 blog 8 minutes read (About 1199 words)
Executing CUDA Kernels Concurrently From Multiple Processes

 
Accelerated Computing, 
CUDA, 
PyTorch, 
MPS  
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Predicated Execution VS Conditional Execution

 07-01-2026 07-02-2026 blog 17 minutes read (About 2609 words)
where VS cond

 
Accelerated Computing, 
CUDA, 
TensorRT, 
PyTorch, 
GPU, 
AOTInductor, 
TorchInductor, 
JAX, 
XLA, 
TPU  
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CuTe Arithmetic Tuple Tensor

 10-20-2025 10-20-2025 blog 16 minutes read (About 2388 words)
The Tensor Coordinate Generator In CuTe

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Tiled Copy

 10-16-2025 10-16-2025 blog 28 minutes read (About 4216 words)
Understanding CuTe Tiled Copy

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Thread-Value Layout

 10-13-2025 10-13-2025 blog 6 minutes read (About 955 words)
CuTe TV Layout, Inverse TV Layout, and TV Partition

 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe ldmatrix

 10-03-2025 10-03-2025 blog 22 minutes read (About 3357 words)
CUDA PTX ldmatrix Instruction and Its CuTe Wrapper

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More

CuTe Tilers

 09-15-2025 09-15-2025 blog 10 minutes read (About 1524 words)
Designing Tilers for Data Access

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Inverse Layout

 08-13-2025 08-13-2025 blog 9 minutes read (About 1390 words)
Deriving Inverse Layout Mathematically

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More
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Lei Mao

Lei Mao

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