Tag: SimCLR
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SimCLR vs CLIP: Why Contrastive Learning Failed in Prod
SimCLR hit 89% accuracy but burned $50K in GPU costs. CLIP served 2000 QPS at 45ms. Real latency benchmarks and the trade-offs papers don't mention.
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SimCLR for Bearing Fault Classification with Few Labels
SimCLR pretraining hits 89.3% accuracy with only 5 labeled bearing fault samples. Step-by-step contrastive learning on CWRU dataset.