Model Code Input
Memory Analysis
RTX 5080 Specifications
Memory: 16GB GDDR7
Bandwidth: 1008 GB/s
CUDA Cores: 10,752
RT Cores: 84 (3rd Gen)
⚠️ MEMORY WARNING!
Your model exceeds GPU memory capacity. Consider: • Reduce batch size • Use gradient checkpointing • Switch to mixed precision (FP16) • Use model parallelism
Your model exceeds GPU memory capacity. Consider: • Reduce batch size • Use gradient checkpointing • Switch to mixed precision (FP16) • Use model parallelism
✅ MEMORY OK!
Your model fits comfortably in GPU memory with safety margin.
Your model fits comfortably in GPU memory with safety margin.
Model Parameters:
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Gradients:
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Optimizer States (Adam):
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Activations (est):
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Total Memory Usage:
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