Download sample-report-b1.json from junbin666/tensorrt-triton-workbench: direct link, hf CLI and curl.
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https://huggingface.co/spaces/junbin666/tensorrt-triton-workbench/resolve/main/sample-report-b1.json
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curl -L -o sample-report-b1.json https://huggingface.co/spaces/junbin666/tensorrt-triton-workbench/resolve/main/sample-report-b1.json
4.11 kB
| { | |
| "model": "resnet18", | |
| "batch": 1, | |
| "iterations": 100, | |
| "warmup": 20, | |
| "host": { | |
| "machine": "arm64", | |
| "processor": "arm", | |
| "platform": "macOS-26.5.2-arm64-arm-64bit-Mach-O", | |
| "python": "3.13.7" | |
| }, | |
| "reference": "pytorch-cpu", | |
| "results": [ | |
| { | |
| "backend": "pytorch-cpu", | |
| "available": true, | |
| "reason": "", | |
| "error": "", | |
| "latency": { | |
| "backend": "pytorch-cpu", | |
| "batch": 1, | |
| "iterations": 100, | |
| "warmup": 20, | |
| "mean_ms": 27.462162090000003, | |
| "p50_ms": 23.815292, | |
| "p90_ms": 43.334917, | |
| "p99_ms": 111.180542, | |
| "min_ms": 12.823958, | |
| "max_ms": 111.180542, | |
| "stdev_ms": 15.124222866712632, | |
| "throughput_ips": 36.41373890091987 | |
| } | |
| }, | |
| { | |
| "backend": "pytorch-mps", | |
| "available": true, | |
| "reason": "", | |
| "error": "", | |
| "latency": { | |
| "backend": "pytorch-mps", | |
| "batch": 1, | |
| "iterations": 100, | |
| "warmup": 20, | |
| "mean_ms": 8.037961189999999, | |
| "p50_ms": 7.466167, | |
| "p90_ms": 10.371917, | |
| "p99_ms": 20.33225, | |
| "min_ms": 6.1035, | |
| "max_ms": 20.33225, | |
| "stdev_ms": 2.2458593669968283, | |
| "throughput_ips": 124.40965766842675 | |
| } | |
| }, | |
| { | |
| "backend": "pytorch-cuda", | |
| "available": false, | |
| "reason": "no CUDA device", | |
| "error": "", | |
| "latency": null | |
| }, | |
| { | |
| "backend": "onnxruntime-cpu", | |
| "available": true, | |
| "reason": "", | |
| "error": "", | |
| "latency": { | |
| "backend": "onnxruntime-cpu", | |
| "batch": 1, | |
| "iterations": 100, | |
| "warmup": 20, | |
| "mean_ms": 41.09409787, | |
| "p50_ms": 35.995541, | |
| "p90_ms": 67.625708, | |
| "p99_ms": 90.272333, | |
| "min_ms": 24.560417, | |
| "max_ms": 90.272333, | |
| "stdev_ms": 14.317194301419091, | |
| "throughput_ips": 24.33439476305019 | |
| } | |
| }, | |
| { | |
| "backend": "onnxruntime-coreml", | |
| "available": true, | |
| "reason": "", | |
| "error": "", | |
| "latency": { | |
| "backend": "onnxruntime-coreml", | |
| "batch": 1, | |
| "iterations": 100, | |
| "warmup": 20, | |
| "mean_ms": 1.95467077, | |
| "p50_ms": 1.615375, | |
| "p90_ms": 3.2195, | |
| "p99_ms": 11.679958, | |
| "min_ms": 1.134, | |
| "max_ms": 11.679958, | |
| "stdev_ms": 1.254296696416066, | |
| "throughput_ips": 511.59510611600336 | |
| } | |
| }, | |
| { | |
| "backend": "onnxruntime-cuda", | |
| "available": false, | |
| "reason": "CUDAExecutionProvider not built into this wheel", | |
| "error": "", | |
| "latency": null | |
| }, | |
| { | |
| "backend": "onnxruntime-tensorrt", | |
| "available": false, | |
| "reason": "TensorrtExecutionProvider not built into this wheel", | |
| "error": "", | |
| "latency": null | |
| }, | |
| { | |
| "backend": "tensorrt-fp32", | |
| "available": false, | |
| "reason": "tensorrt not installed (No module named 'tensorrt')", | |
| "error": "", | |
| "latency": null | |
| }, | |
| { | |
| "backend": "tensorrt-fp16", | |
| "available": false, | |
| "reason": "tensorrt not installed (No module named 'tensorrt')", | |
| "error": "", | |
| "latency": null | |
| }, | |
| { | |
| "backend": "triton-http", | |
| "available": false, | |
| "reason": "tritonclient not installed (No module named 'tritonclient')", | |
| "error": "", | |
| "latency": null | |
| } | |
| ], | |
| "accuracy": { | |
| "pytorch-mps": { | |
| "backend": "pytorch-mps", | |
| "reference": "pytorch-cpu", | |
| "samples": 8, | |
| "max_abs_diff": 6.67572021484375e-06, | |
| "mean_abs_diff": 8.565401149098761e-07, | |
| "top1_agreement": 1.0 | |
| }, | |
| "onnxruntime-cpu": { | |
| "backend": "onnxruntime-cpu", | |
| "reference": "pytorch-cpu", | |
| "samples": 8, | |
| "max_abs_diff": 6.198883056640625e-06, | |
| "mean_abs_diff": 8.56156948429998e-07, | |
| "top1_agreement": 1.0 | |
| }, | |
| "onnxruntime-coreml": { | |
| "backend": "onnxruntime-coreml", | |
| "reference": "pytorch-cpu", | |
| "samples": 8, | |
| "max_abs_diff": 0.012020111083984375, | |
| "mean_abs_diff": 0.0026697721677119263, | |
| "top1_agreement": 1.0 | |
| } | |
| } | |
| } |