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Add A100 PyTorch/CUDA RT-DETR benchmark submissions (5 variants) #3

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

Add A100 PyTorch/CUDA RT-DETR benchmark submissions (5 variants) #3

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572 changes: 561 additions & 11 deletions generated/verified-results.v1.json
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108 changes: 108 additions & 0 deletions submissions/rtdetr-r101__pytorch__cuda__a100__20260425T104504900279Z.json
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{
"schema_version": "va.submission.v1",
"submission_id": "rtdetr-r101-pytorch-cuda-a100-20260425T104504Z",
"created_at": "2026-04-25T10:45:04.900279Z",
"benchmark": {
"harness": "vision-analysis-benchmark",
"harness_version": "2.0.0",
"libreyolo_version": "1.0.0",
"libreyolo_commit": "1c70efb05a78d1a6e82f29478283883fc9bf38f9"
},
"model": {
"id": "rtdetr-r101",
"name": "rt-detr-r101",
"family": "rtdetr",
"variant": "r101",
"source": "libreyolo",
"weights": "LibreRTDETRr101.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"
},
"software": {
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"torch": "2.6.0+cu124",
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"onnxruntime": "not-installed"
},
"accuracy": {
"mAP_50_95": 0.5392392497899958,
"mAP_50": 0.7217653748568328,
"mAP_75": 0.5835911037302713,
"mAP_small": 0.34971855707099264,
"mAP_medium": 0.5833210131784319,
"mAP_large": 0.7181744163616286,
"AR1": 0.38959340047589863,
"AR10": 0.6471218994166777,
"AR100": 0.7091285005278486,
"AR_small": 0.5153257158417273,
"AR_medium": 0.7508719216714281,
"AR_large": 0.8786719248597161
},
"timing": {
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"total_ms": {
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"p95": 60.018,
"p99": 63.694,
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}
},
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},
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"eval": {
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"runtime": {
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"provider": "cuda",
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}
}
108 changes: 108 additions & 0 deletions submissions/rtdetr-r18__pytorch__cuda__a100__20260425T102126737426Z.json
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{
"schema_version": "va.submission.v1",
"submission_id": "rtdetr-r18-pytorch-cuda-a100-20260425T102126Z",
"created_at": "2026-04-25T10:21:26.737426Z",
"benchmark": {
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},
"model": {
"id": "rtdetr-r18",
"name": "rt-detr-r18",
"family": "rtdetr",
"variant": "r18",
"source": "libreyolo",
"weights": "LibreRTDETRr18.pt",
"input_size": 640
},
"dataset": {
"id": "coco2017",
"split": "val2017",
"num_images": 5000
},
"config": {
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"iou": 0.6,
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"cuda_version": "12.4",
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"cpu_cores": 96,
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"AR1": 0.34799664962692595,
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}
108 changes: 108 additions & 0 deletions submissions/rtdetr-r34__pytorch__cuda__a100__20260425T102653752131Z.json
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{
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"timing": {
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"total_ms": {
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"p50": 35.759,
"p95": 41.918,
"p99": 45.537,
"preprocess_ms": 3.213,
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}
},
"throughput": {
"fps_mean": 27.75,
"fps_p50": 27.96
},
"model_stats": {
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"gflops": 91.0
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"memory": {
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"metadata": {
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"eval": {
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},
"runtime": {
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"precision": "fp32",
"provider": "cuda",
"device": "gpu"
}
}
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