Gunjan Dhanuka — Learning Notes
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arithmetic-intensity
9 items with this tag.
Sep 02, 2026
Arithmetic Intensity
gpu
arithmetic-intensity
roofline
flops
bandwidth
memory-bound
compute-bound
llm-systems
Sep 02, 2026
GEMM (General Matrix Multiply)
gpu
gemm
matmul
tensor-core
arithmetic-intensity
tiling
transformer
llm-systems
Sep 02, 2026
IO-Aware Algorithms
gpu
io-aware
memory-wall
arithmetic-intensity
co-design
flashattention
data-movement
llm-systems
Sep 02, 2026
Kernel Fusion
gpu
kernel-fusion
memory-wall
arithmetic-intensity
torch-compile
triton
llm-systems
Sep 02, 2026
Roofline Model
gpu
roofline
arithmetic-intensity
ridge-point
memory-bound
compute-bound
performance-modeling
llm-systems
Sep 02, 2026
Shared-Memory Tiling (Blocking)
gpu
gemm
tiling
shared-memory
arithmetic-intensity
data-reuse
llm-systems
Sep 02, 2026
Learn: Performance Modeling & Roofline
gpu
roofline
arithmetic-intensity
mfu
mixed-precision
fp8
tensor-cores
profiling
performance-modeling
Sep 02, 2026
Learn: Your First CUDA Kernels
gpu
cuda
kernels
vector-add
matmul
grid-stride
cuda-events
arithmetic-intensity
llm-systems
Sep 02, 2026
Learn: The Memory Wall & FlashAttention
gpu
flashattention
kernel-fusion
online-softmax
memory-wall
io-aware
attention
arithmetic-intensity
hopper
blackwell