AMD-Pro-BenchCommunity

13,812 benchmarks in 32 GPU combinations documented

W7900 image benchmarks

4 reported configurations · 2 sources · 4 measurements

Documented results

4 selected configurations

Selected across sources, not a performance ranking. Match model weights, resolution, steps, software and timing scope before comparing.

SourceModelGPUsOutputMeasurements
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Diffusion workflow
Stable Diffusion 1.5Quant not reportedModel reference ↗UnknownRadeon PRO W79001 GPU
Configuration
Engine
Automatic1111 (AMD DirectML fork) 1.3.1
Backend
DirectML
OS
Windows 11 Pro 22621
Parallelization
Single GPU
Memory
48 GB per GPU
Reported
2023-07-31
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512 × 512Batch 1200 stepsBatch 1
4.14 steps/sSampling steps · reportedGeometric mean across text-to-image and image-to-image; not a single image latency or arithmetic mean.
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Diffusion workflow
Stable Diffusion XLINT8Model reference ↗Text → imageRadeon PRO W79001 GPU
Configuration
Engine
SHARK / Shortfin / IREE
Backend
ROCm / HIP
OS
Ubuntu
Parallelization
Not reported
Memory
48 GB per GPU
Reported
Not reported
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Resolution not reportedSteps not reportedBatch not reported
6.9 s/imageTime / image · reported
Whole workflow · Timing details missing
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Diffusion workflow
Stable Diffusion 2.1 baseQuant not reportedModel reference ↗UnknownRadeon PRO W79001 GPU
Configuration
Engine
SHARK 20230701_796
Backend
Vulkan / IREE
OS
Windows 11 Pro 22621
Parallelization
Single GPU
Memory
48 GB per GPU
Reported
2023-07-31
Full record →
512 × 512Batch 1200 stepsBatch 1
18.53 steps/sSampling steps · reportedGeometric mean across text-to-image and image-to-image; not a single image latency or arithmetic mean.
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Diffusion workflow
Stable Diffusion XLFP16Model reference ↗Text → imageRadeon PRO W79001 GPU
Configuration
Engine
IREE SDXL scripts
Backend
ROCm / HIP
OS
Not reported
Parallelization
Not reported
Memory
48 GB per GPU
Reported
Not reported
Full record →
Resolution not reportedSteps not reportedBatch not reported
0.318 s/forwardStep time · reportedExact ms-to-seconds conversion; isolated UNet, not image latency.
Model component · Timing details missing
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All image benchmarks · Methodology and source review