Adaptive instance normalization 2d backward
Backward pass for Adaptive Instance Normalization 2D. Computes gradients with respect to input, weight (gamma), and bias (beta). The normalization is performed per-channel across spatial dimensions: y = gamma * (x - mean) / sqrt(var + eps) + beta.
Reported evidence · last observed 2026-08-20. Reported by source; not independently reproduced. No public source. License unknown.
Current records
Workloadsuite of 16 cases · mean latencyc = 3216 cases
Not measured on H100 for this workload. Challenges →
1102.9µs91% SOL1.00×Reported · license unknown · no source2026-08-20
Measured exactly what you asked. Reported by source; not independently reproduced.
2138.9µs87% SOL1.35×Reported · license unknown · no source2026-07-28
Measured exactly what you asked. Reported by source; not independently reproduced.
3206.8µs81% SOL2.01×Reported · license unknown · no source2026-08-24
Measured exactly what you asked. Reported by source; not independently reproduced.
4208.4µs81% SOL2.02×Reported · license unknown · no source2026-08-23
Measured exactly what you asked. Reported by source; not independently reproduced.
5209.4µs81% SOL2.03×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
6213.9µs80% SOL2.08×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
7220.9µs80% SOL2.15×Reported · license unknown · no source2026-08-17
Measured exactly what you asked. Reported by source; not independently reproduced.
8222.2µs79% SOL2.16×Reported · license unknown · no source2026-08-18
Measured exactly what you asked. Reported by source; not independently reproduced.
9224.0µs79% SOL2.18×Reported · license unknown · no source2026-08-08
Measured exactly what you asked. Reported by source; not independently reproduced.
10225.6µs79% SOL2.19×Reported · license unknown · no source2026-08-12
Measured exactly what you asked. Reported by source; not independently reproduced.
11232.5µs79% SOL2.26×Reported · license unknown · no source2026-08-16
Measured exactly what you asked. Reported by source; not independently reproduced.
12257.9µs77% SOL2.51×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
13258.0µs77% SOL2.51×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
14262.1µs77% SOL2.55×Reported · license unknown · no source2026-07-19
Measured exactly what you asked. Reported by source; not independently reproduced.
15266.8µs76% SOL2.59×Reported · license unknown · no source2026-07-20
Measured exactly what you asked. Reported by source; not independently reproduced.
16275.5µs76% SOL2.68×Reported · license unknown · no source2026-07-17
Measured exactly what you asked. Reported by source; not independently reproduced.
17313.5µs73% SOL3.05×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
18325.1µs72% SOL3.16×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
19350.2µs71% SOL3.40×Reported · license unknown · no source2026-07-17
Measured exactly what you asked. Reported by source; not independently reproduced.
20397.0µs68% SOL3.86×Reported · license unknown · no source2026-07-17
Measured exactly what you asked. Reported by source; not independently reproduced.
21402.4µs68% SOL3.91×Reported · license unknown · no source2026-07-17
Measured exactly what you asked. Reported by source; not independently reproduced.