VAE conv3x3 GroupNorm SiLU residual fused
Complete fused residual block combining two sequential Conv3x3->GroupNorm->SiLU operations with residual addition. This is the fundamental building block of Sana's VAE encoder/decoder: input -> Conv3x3 -> GroupNorm -> SiLU -> Conv3x3 -> GroupNorm -> SiLU -> add(input). Processes feature maps with 256 channels and 32 groups for GroupNorm.
Reported evidence · last observed 2026-07-05. Reported by source; not independently reproduced. No public source. License unknown.
Current records
Workloadsuite of 20 cases · mean latencychannels = 256 · num_groups = 32 · kernel_size = 320 cases
Not measured on H100 for this workload. Challenges →
1291.0µs72% SOL1.00×Reported · license unknown · no source2026-07-05
Measured exactly what you asked. Reported by source; not independently reproduced.
2292.8µs72% SOL1.01×Reported · license unknown · no source2026-07-01
Measured exactly what you asked. Reported by source; not independently reproduced.
3295.6µs72% SOL1.02×Reported · license unknown · no source2026-06-28
Measured exactly what you asked. Reported by source; not independently reproduced.
4312.7µs70% SOL1.07×Reported · license unknown · no source2026-06-28
Measured exactly what you asked. Reported by source; not independently reproduced.
5333.4µs68% SOL1.15×Reported · license unknown · no source2026-07-03
Measured exactly what you asked. Reported by source; not independently reproduced.
6342.3µs67% SOL1.18×Reported · license unknown · no source2026-06-07
Measured exactly what you asked. Reported by source; not independently reproduced.
7345.6µs67% SOL1.19×Reported · license unknown · no source2026-07-02
Measured exactly what you asked. Reported by source; not independently reproduced.
8366.4µs65% SOL1.26×Reported · license unknown · no source2026-07-07
Measured exactly what you asked. Reported by source; not independently reproduced.
9458.3µs58% SOL1.58×Reported · license unknown · no source2026-07-05
Measured exactly what you asked. Reported by source; not independently reproduced.
10493.3µs56% SOL1.70×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
11495.8µs55% SOL1.70×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
12518.2µs54% SOL1.78×Reported · license unknown · no source2026-04-15
Measured exactly what you asked. Reported by source; not independently reproduced.
13546.5µs52% SOL1.88×Reported · license unknown · no source2026-05-20
Measured exactly what you asked. Reported by source; not independently reproduced.
14565.4µs51% SOL1.94×Reported · license unknown · no source2026-04-28
Measured exactly what you asked. Reported by source; not independently reproduced.
15589.1µs50% SOL2.02×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
16634.9µs48% SOL2.18×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
17681.4µs46% SOL2.34×Reported · license unknown · no source2026-04-19
Measured exactly what you asked. Reported by source; not independently reproduced.
18683.5µs45% SOL2.35×Reported · license unknown · no source2026-05-28
Measured exactly what you asked. Reported by source; not independently reproduced.
19751.5µs43% SOL2.58×Reported · license unknown · no source2026-05-10
Measured exactly what you asked. Reported by source; not independently reproduced.
20757.2µs42% SOL2.60×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
21765.7µs42% SOL2.63×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
22869.8µs39% SOL2.99×Reported · license unknown · no source2026-04-15
Measured exactly what you asked. Reported by source; not independently reproduced.
231.05ms35% SOL3.61×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
241.16ms32% SOL3.98×Reported · license unknown · no source2026-07-03
Measured exactly what you asked. Reported by source; not independently reproduced.
251.17ms32% SOL4.04×Reported · license unknown · no source2026-07-03
Measured exactly what you asked. Reported by source; not independently reproduced.
261.26ms30% SOL4.34×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.
271.28ms30% SOL4.40×Reported · license unknown · no source2026-05-28
Measured exactly what you asked. Reported by source; not independently reproduced.
281.28ms30% SOL4.41×Reported · license unknown · no source2026-04-14
Measured exactly what you asked. Reported by source; not independently reproduced.