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benchmark/benchmark.csv ADDED
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+ parameters,counted_parameters,macs,gmacs,flops_estimate,gflops_estimate,mean_latency_ms,median_latency_ms,p95_latency_ms,fps,model,model_size_mb,batch_size,imgsz,device,gpu_name,gpu_total_memory_mb,peak_gpu_memory_mb,python_version,torch_version,cuda_version,ultralytics_version
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+ 1913971,1913971,2572161600,2.5721616,5144323200,5.1443232,11.716616345202056,11.059291500714608,16.591671999776736,85.34887296275593,outputs/finetune_direct/p20_adamw_exact/weights/best.pt,3.8965396881103516,1,640,cuda:1,Tesla T4,14911.6875,34.1357421875,3.12.12,2.10.0+cu128,12.8,8.4.115
benchmark/benchmark.json ADDED
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+ {
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+ "parameters": 1913971,
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+ "counted_parameters": 1913971,
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+ "macs": 2572161600,
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+ "gmacs": 2.5721616,
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+ "flops_estimate": 5144323200,
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+ "gflops_estimate": 5.1443232,
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+ "mean_latency_ms": 11.716616345202056,
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+ "median_latency_ms": 11.059291500714608,
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+ "p95_latency_ms": 16.591671999776736,
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+ "fps": 85.34887296275593,
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+ "model": "outputs/finetune_direct/p20_adamw_exact/weights/best.pt",
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+ "model_size_mb": 3.8965396881103516,
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+ "batch_size": 1,
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+ "imgsz": 640,
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+ "device": "cuda:1",
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+ "gpu_name": "Tesla T4",
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+ "gpu_total_memory_mb": 14911.6875,
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+ "peak_gpu_memory_mb": 34.1357421875,
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+ "python_version": "3.12.12",
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+ "torch_version": "2.10.0+cu128",
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+ "cuda_version": "12.8",
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+ "ultralytics_version": "8.4.115"
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+ }