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Add A100 PyTorch/CUDA D-FINE benchmark submissions (5 variants) #4

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Merged
EHxuban11 merged 1 commit into from
Apr 25, 2026
Merged

Add A100 PyTorch/CUDA D-FINE benchmark submissions (5 variants) #4

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582 changes: 566 additions & 16 deletions generated/verified-results.v1.json
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108 changes: 108 additions & 0 deletions submissions/dfine-l__pytorch__cuda__a100__20260425T112118848941Z.json
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{
"schema_version": "va.submission.v1",
"submission_id": "dfine-l-pytorch-cuda-a100-20260425T112118Z",
"created_at": "2026-04-25T11:21:18.848941Z",
"benchmark": {
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"libreyolo_commit": "3383a8f142a5decc735f362258f6851d3f026fa3"
},
"model": {
"id": "dfine-l",
"name": "d-fine-l",
"family": "dfine",
"variant": "l",
"source": "libreyolo",
"weights": "LibreDFINEl.pt",
"input_size": 640
},
"dataset": {
"id": "coco2017",
"split": "val2017",
"num_images": 5000
},
"config": {
"batch_size": 1,
"input_size": 640,
"conf": 0.001,
"iou": 0.6,
"max_det": 300
},
"hardware": {
"gpu": "NVIDIA A100-PCIE-40GB",
"gpu_memory_gb": 0.0,
"driver_version": "535.161.07",
"cuda_version": "12.4",
"cpu": "Intel(R) Xeon(R) Gold 6240R CPU @ 2.40GHz",
"cpu_cores": 96,
"ram_gb": 188,
"id": "a100"
},
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"torch": "2.6.0+cu124",
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"onnxruntime": "not-installed"
},
"accuracy": {
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"mAP_50": 0.7486890196873702,
"mAP_75": 0.6229900540894149,
"mAP_small": 0.4055959640401039,
"mAP_medium": 0.6146323365336952,
"mAP_large": 0.7368080072445231,
"AR1": 0.4090866507889702,
"AR10": 0.6944187240807611,
"AR100": 0.7609678605715672,
"AR_small": 0.6062726697811471,
"AR_medium": 0.8071251668775349,
"AR_large": 0.9056357316417651
},
"timing": {
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}
}
108 changes: 108 additions & 0 deletions submissions/dfine-m__pytorch__cuda__a100__20260425T111412510494Z.json
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{
"schema_version": "va.submission.v1",
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},
"model": {
"id": "dfine-m",
"name": "d-fine-m",
"family": "dfine",
"variant": "m",
"source": "libreyolo",
"weights": "LibreDFINEm.pt",
"input_size": 640
},
"dataset": {
"id": "coco2017",
"split": "val2017",
"num_images": 5000
},
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}
108 changes: 108 additions & 0 deletions submissions/dfine-n__pytorch__cuda__a100__20260425T110230888980Z.json
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{
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"p50": 39.673,
"p95": 43.173,
"p99": 44.749,
"preprocess_ms": 6.088,
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"throughput": {
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"fps_p50": 25.21
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"model_stats": {
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"memory": {
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"metadata": {
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"benchmark_version": "2.0.0"
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},
"runtime": {
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"precision": "fp32",
"provider": "cuda",
"device": "gpu"
}
}
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