| { |
| "schema": 1, |
| "repo": "tphakala/BirdNET-v3.0-Models", |
| "family": "birdnet", |
| "updated": "2026-07-24", |
| "naming": "<family>-<upstream>[-<region>]-<variant>-b<build>.<ext>", |
| "selection": { |
| "x86-64/onnxruntime": "full/birdnet-v3.0-preview3.1-fp32-b1.onnx", |
| "x86-64/openvino-cpu": "full/birdnet-v3.0-preview3.1-fp32-b1.onnx", |
| "x86-64/openvino-gpu": "full/birdnet-v3.0-preview3.1-fp16-b1.onnx", |
| "aarch64-a76/openvino": "full/birdnet-v3.0-preview3.1-fp32-b1.onnx", |
| "aarch64/onnxruntime": "full/birdnet-v3.0-preview3.1-fp32-b1.onnx", |
| "cuda": "full/birdnet-v3.0-preview3.1-fp16-b1.onnx", |
| "tensorrt": "full/birdnet-v3.0-preview3.1-fp16-b1.onnx" |
| }, |
| "selection_notes": "Regional models are the low-RAM choice: a region slice cuts peak RSS ~67% (685 -> 229 MB on RPi5) and latency 15-30%, and is numerically identical to the global model on the species it keeps. Prefer regional FP32 over global FP16 on memory-constrained CPU devices: FP16 is not a CPU RAM saving.", |
| "builds": { |
| "1": { |
| "date": "2026-07-24", |
| "upstream_version": "3.0-preview3.1", |
| "changes": "Initial GPU-native export from the preview3.1 weights: the in-graph ONNX STFT op (no CUDA/TensorRT kernel, untranslatable by OpenVINO) replaced with an equivalent Conv1d framing+DFT; graph slim; fp16 variant; 39 regional slices on the Perch v2 region tiles. 5 s @ 32 kHz window." |
| } |
| }, |
| "models": [ |
| { |
| "path": "full/birdnet-v3.0-preview3.1-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": null, |
| "classes": 11560, |
| "labels": "full/birdnet-v3.0-preview3.1-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 11560 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [ |
| { |
| "device": "rpi5-a76", |
| "backend": "openvino-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 168 |
| }, |
| { |
| "device": "rpi5-a76", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 363, |
| "rss_mb": 685 |
| }, |
| { |
| "device": "rpi4b-a72", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 874, |
| "rss_mb": 688 |
| }, |
| { |
| "device": "x86-i7-1260P", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 70 |
| }, |
| { |
| "device": "x86-i7-1260P", |
| "backend": "openvino-gpu", |
| "batch": 1, |
| "latency_ms": 95 |
| } |
| ], |
| "sha256": "05535c3ef6ce3f9e523706dd3e144cb6db96bc202e9047f4973961256acbf997", |
| "size_bytes": 557212256, |
| "legacy": false, |
| "superseded_by": null |
| }, |
| { |
| "path": "full/birdnet-v3.0-preview3.1-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": null, |
| "classes": 11560, |
| "labels": "full/birdnet-v3.0-preview3.1-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 11560 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [ |
| { |
| "device": "rpi5-a76", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 381, |
| "rss_mb": 480 |
| }, |
| { |
| "device": "rpi4b-a72", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 887, |
| "rss_mb": 929 |
| }, |
| { |
| "device": "x86-i7-1260P", |
| "backend": "openvino-gpu", |
| "batch": 1, |
| "latency_ms": 81 |
| } |
| ], |
| "sha256": "18fc932b9ac7478720ac8ca9077694b6ea62fb00675aa488e77b15e722244e67", |
| "size_bytes": 278787557, |
| "legacy": false, |
| "superseded_by": null |
| }, |
| { |
| "path": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "amazonia", |
| "classes": 809, |
| "labels": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 809 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "ef395f9cf3e9db65bf9e5f0a5e3ca857615c013e155e94037043299a9fe1e73e", |
| "size_bytes": 149658055, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.126900315284729e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "amazonia", |
| "classes": 809, |
| "labels": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 809 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "17d78ec07209fd7faa6753ba643b489df52db9abcd2420c90a6058990e120bba", |
| "size_bytes": 75013090, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/amazonia/birdnet-v3.0-preview3.1-amazonia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.126900315284729e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/andes/birdnet-v3.0-preview3.1-andes-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "andes", |
| "classes": 809, |
| "labels": "regional/andes/birdnet-v3.0-preview3.1-andes-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 809 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "bcbbf32b126261b70bea8648b2ff880a4dcd8d1902bf663cd952a6eb4d374c61", |
| "size_bytes": 149658055, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/andes/birdnet-v3.0-preview3.1-andes-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.126900315284729e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/andes/birdnet-v3.0-preview3.1-andes-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "andes", |
| "classes": 809, |
| "labels": "regional/andes/birdnet-v3.0-preview3.1-andes-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 809 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "ec9f1bbc04ffb7485595292782fad35dc846fa39c3ec3d9047b1efb0937c299f", |
| "size_bytes": 75013090, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/andes/birdnet-v3.0-preview3.1-andes-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.126900315284729e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "australia-east", |
| "classes": 708, |
| "labels": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 708 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "c57a62b9abb7e13614eb24073f8f9b219dc38950be6d25a91f61000549c0eeec", |
| "size_bytes": 145829347, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "australia-east", |
| "classes": 708, |
| "labels": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 708 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "e631d2714c241093065e2d01de934dd925d1a35369a324da6af141e1f0fd540b", |
| "size_bytes": 73098736, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/australia-east/birdnet-v3.0-preview3.1-australia-east-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/azores/birdnet-v3.0-preview3.1-azores-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "azores", |
| "classes": 224, |
| "labels": "regional/azores/birdnet-v3.0-preview3.1-azores-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 224 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "340fe271f7f921b23c4ed64743ad7b606ee10217f32c47e41cd4342140176fe3", |
| "size_bytes": 127481865, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/azores/birdnet-v3.0-preview3.1-azores-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/azores/birdnet-v3.0-preview3.1-azores-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "azores", |
| "classes": 224, |
| "labels": "regional/azores/birdnet-v3.0-preview3.1-azores-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 224 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "362e66b655c6ec6ada44b8d35ee397aed2baf6f8a9613a591f53858591ff66c9", |
| "size_bytes": 63924992, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/azores/birdnet-v3.0-preview3.1-azores-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/baltics/birdnet-v3.0-preview3.1-baltics-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "baltics", |
| "classes": 438, |
| "labels": "regional/baltics/birdnet-v3.0-preview3.1-baltics-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 438 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "dd30c5fc35cd1d14dca1f399977225859cde888278e91eb8432edbe31f65d177", |
| "size_bytes": 135594187, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/baltics/birdnet-v3.0-preview3.1-baltics-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/baltics/birdnet-v3.0-preview3.1-baltics-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "baltics", |
| "classes": 438, |
| "labels": "regional/baltics/birdnet-v3.0-preview3.1-baltics-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 438 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "dd83173755d8b78b7c46a9fee454cd52b33fa247e11051771859bede7990dd51", |
| "size_bytes": 67981148, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/baltics/birdnet-v3.0-preview3.1-baltics-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "british-isles", |
| "classes": 559, |
| "labels": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 559 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "6816af2076ea79ae4f2c4a22ec005e7e4c9011971c65533d68e3b7a9c3037adb", |
| "size_bytes": 140181055, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "british-isles", |
| "classes": 559, |
| "labels": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 559 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "45c9781f56286be1e05c509e1645f136a4db8ac230b7c978dae438e2f7e3ef94", |
| "size_bytes": 70274590, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/british-isles/birdnet-v3.0-preview3.1-british-isles-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "canary-islands", |
| "classes": 388, |
| "labels": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 388 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "074503470eb21dc298a09ea711a2372295e9d8c402a012900face0326d811629", |
| "size_bytes": 133698785, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "canary-islands", |
| "classes": 388, |
| "labels": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 388 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "3376f82981595545ed20b120291acd8219522b7446bff0b24071c396234a61e4", |
| "size_bytes": 67033448, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/canary-islands/birdnet-v3.0-preview3.1-canary-islands-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "cape-verde", |
| "classes": 143, |
| "labels": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 143 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "81f79feaadb3023088ea41be045e127a70e5a88a8f6bdf4881e4b67b5317ebb7", |
| "size_bytes": 124411317, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "cape-verde", |
| "classes": 143, |
| "labels": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 143 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "5ff4d3be9a81d56a3ffce41fa7a85ccb5798d2b2b986188edabae14fc5c99750", |
| "size_bytes": 62389718, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/cape-verde/birdnet-v3.0-preview3.1-cape-verde-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "central-europe", |
| "classes": 644, |
| "labels": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 644 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "83d07745a4c7bb22643a87397cde3a5192e72bba8a33ceac4d9e6be4970114e4", |
| "size_bytes": 143403235, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "central-europe", |
| "classes": 644, |
| "labels": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 644 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "9d6843c59ef022e9ecb70fbc1ae2414b779432f1c7630fedbb0beab5c3f336a8", |
| "size_bytes": 71885680, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/central-europe/birdnet-v3.0-preview3.1-central-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "china-north-central", |
| "classes": 752, |
| "labels": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 752 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "aa9fe728c50dc2bcf0fffe27fe008c16d314c37da11ec188f62f8b8f5cd3495c", |
| "size_bytes": 147497299, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "china-north-central", |
| "classes": 752, |
| "labels": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 752 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "1291c3df3c38b363f77eac6f0e9fba28253e4daf370322f3cde08276ac144a06", |
| "size_bytes": 73932712, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-north-central/birdnet-v3.0-preview3.1-china-north-central-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "china-northeast", |
| "classes": 650, |
| "labels": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 650 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "8c2ee2399c9f463468671e68fbdd77356d3f8a61f5e9def96ce6317338b39c1b", |
| "size_bytes": 143630683, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "china-northeast", |
| "classes": 650, |
| "labels": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 650 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "bb84013aaf4250d03a1d385e719484030f4a8ccf32febd874a81af79c3ef522c", |
| "size_bytes": 71999404, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-northeast/birdnet-v3.0-preview3.1-china-northeast-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "china-southeast", |
| "classes": 808, |
| "labels": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 808 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "4fe240c7240978fb21d379f6d37c93aea38ba54a142bc3cf1b97a997746a8985", |
| "size_bytes": 149620147, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "china-southeast", |
| "classes": 808, |
| "labels": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 808 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "ec17f53f3ce5ec4042d969ef55cf30e15553b6805b1a513b5537620a40e8c278", |
| "size_bytes": 74994136, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-southeast/birdnet-v3.0-preview3.1-china-southeast-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "china-southwest", |
| "classes": 816, |
| "labels": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 816 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "b8d3adffe207d7fe158e96d0686cc8893826346e5ab6b20401b4f14884014ab0", |
| "size_bytes": 149923411, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "china-southwest", |
| "classes": 816, |
| "labels": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 816 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "4236ccdc5fc0455abbe36cbebf2c23cd37aff0b3921f7a9b262f60c7991d5a60", |
| "size_bytes": 75145768, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/china-southwest/birdnet-v3.0-preview3.1-china-southwest-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "eastern-brazil", |
| "classes": 812, |
| "labels": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 812 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "23cb0971ec650c86126c6fcfd5eee330288f87a45c8e07af7dce8f52a4dad538", |
| "size_bytes": 149771779, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0812800610437989e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "eastern-brazil", |
| "classes": 812, |
| "labels": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 812 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "676ae019d456bcd0a2ce5fa9f1197781a3e7c56354f5deb70ffde823a99af8c0", |
| "size_bytes": 75069952, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/eastern-brazil/birdnet-v3.0-preview3.1-eastern-brazil-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0812800610437989e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "eastern-europe", |
| "classes": 518, |
| "labels": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 518 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "a7cb46814165832308eeca0363b4dc906d28f8f06ca02e25a1a7deb053deec15", |
| "size_bytes": 138626827, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "eastern-europe", |
| "classes": 518, |
| "labels": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 518 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "3e8dd58e59fb2d5b201a04df99ee5a311f6edb31e1c1c28b5a060dfb91cc3864", |
| "size_bytes": 69497476, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/eastern-europe/birdnet-v3.0-preview3.1-eastern-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "galapagos", |
| "classes": 136, |
| "labels": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 136 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "bda04467c1114a1733ff3b2f27c80e86b4a7d881e182e55a08c8fb45aa389f34", |
| "size_bytes": 124145961, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 9.24992491491139e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "galapagos", |
| "classes": 136, |
| "labels": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 136 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "777fcbe063fb108ee2a297c0cdf8768a1a6f8804a7adcd8eedd24543d9f182a0", |
| "size_bytes": 62257040, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/galapagos/birdnet-v3.0-preview3.1-galapagos-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 9.24992491491139e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "hawaii", |
| "classes": 272, |
| "labels": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 272 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "3cdf5846bd3144ca19dcfef99bc95deacf0139ce3800f3bcfc62ed5c41351c6f", |
| "size_bytes": 129301457, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.8312206268310547e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "hawaii", |
| "classes": 272, |
| "labels": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 272 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "61cfd0db88506999da9776abae57beed02f7b8653ddd295b90e203bd3a875dc0", |
| "size_bytes": 64834784, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/hawaii/birdnet-v3.0-preview3.1-hawaii-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.8312206268310547e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "himalaya", |
| "classes": 812, |
| "labels": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 812 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "624e56af0422e5ec87416958d32281c4d399b96afa55c7392a8bea8ab4adeee0", |
| "size_bytes": 149771779, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "himalaya", |
| "classes": 812, |
| "labels": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 812 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "11b49e82857a849e07990de758c05555b8e3bfc5b86c9e626cf9a492a1a8e879", |
| "size_bytes": 75069952, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/himalaya/birdnet-v3.0-preview3.1-himalaya-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/iberia/birdnet-v3.0-preview3.1-iberia-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "iberia", |
| "classes": 627, |
| "labels": "regional/iberia/birdnet-v3.0-preview3.1-iberia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 627 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "de133241c5b76a07832bdbe736880241ebcddf4e9823c9c05adee00a4f11a537", |
| "size_bytes": 142758799, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/iberia/birdnet-v3.0-preview3.1-iberia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 3.129243850708008e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/iberia/birdnet-v3.0-preview3.1-iberia-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "iberia", |
| "classes": 627, |
| "labels": "regional/iberia/birdnet-v3.0-preview3.1-iberia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 627 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "07335badaf7d3f6b72b836b9589cfc23b5047d5f069fb51487e0bc8ce947b3ce", |
| "size_bytes": 71563462, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/iberia/birdnet-v3.0-preview3.1-iberia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 3.129243850708008e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/iceland/birdnet-v3.0-preview3.1-iceland-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "iceland", |
| "classes": 391, |
| "labels": "regional/iceland/birdnet-v3.0-preview3.1-iceland-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 391 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "ad6053572e27fc952275601b59b8ec15e96e25d44c650c0497fe7c711def39af", |
| "size_bytes": 133812509, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/iceland/birdnet-v3.0-preview3.1-iceland-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/iceland/birdnet-v3.0-preview3.1-iceland-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "iceland", |
| "classes": 391, |
| "labels": "regional/iceland/birdnet-v3.0-preview3.1-iceland-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 391 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "83526dc4eae3771d552be1741f498281a8b8fece5c9757e0e5f2fb7baa6c762b", |
| "size_bytes": 67090310, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/iceland/birdnet-v3.0-preview3.1-iceland-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "indo-gangetic", |
| "classes": 814, |
| "labels": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 814 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "a25185b65ce62b0af1a799308bf923ebb6dff5245eea4c50b1dd36052ed32810", |
| "size_bytes": 149847595, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "indo-gangetic", |
| "classes": 814, |
| "labels": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 814 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "68baac0935ceb27cdb776253d85fdc9fd338b90d255b51053523a052bd28d0f1", |
| "size_bytes": 75107860, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/indo-gangetic/birdnet-v3.0-preview3.1-indo-gangetic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/japan/birdnet-v3.0-preview3.1-japan-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "japan", |
| "classes": 577, |
| "labels": "regional/japan/birdnet-v3.0-preview3.1-japan-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 577 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "535664f50a9f4f916b44c6feefc4d7006d5f3f1cad2b392369901af22a6c85f8", |
| "size_bytes": 140863399, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/japan/birdnet-v3.0-preview3.1-japan-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/japan/birdnet-v3.0-preview3.1-japan-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "japan", |
| "classes": 577, |
| "labels": "regional/japan/birdnet-v3.0-preview3.1-japan-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 577 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "d80c1d858a0f0244551ad219bc607d98102aecaa56d0b0e1cb29d81ed8bf1e8d", |
| "size_bytes": 70615762, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/japan/birdnet-v3.0-preview3.1-japan-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.0836811270564795e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/madeira/birdnet-v3.0-preview3.1-madeira-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "madeira", |
| "classes": 255, |
| "labels": "regional/madeira/birdnet-v3.0-preview3.1-madeira-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 255 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "823cbad416dd2ba0948985117fd1f416304adc2e7e00d05c7b0c79bcd8f828ae", |
| "size_bytes": 128657013, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/madeira/birdnet-v3.0-preview3.1-madeira-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/madeira/birdnet-v3.0-preview3.1-madeira-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "madeira", |
| "classes": 255, |
| "labels": "regional/madeira/birdnet-v3.0-preview3.1-madeira-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 255 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "c6768116a2a83e464890e941602458d07ab51cb7e0356a26cfd9c500d031a275", |
| "size_bytes": 64512566, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/madeira/birdnet-v3.0-preview3.1-madeira-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "mauritius", |
| "classes": 72, |
| "labels": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 72 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "81c009f05d3222fc3a534fc82bf89d688cb4d71fa3d1a38b4bc984b058b26459", |
| "size_bytes": 121719838, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "mauritius", |
| "classes": 72, |
| "labels": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 72 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "0888ad754a47beebe4177420522e29577cc4abaa8fd916545f493cd376075e78", |
| "size_bytes": 61043948, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/mauritius/birdnet-v3.0-preview3.1-mauritius-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "new-caledonia", |
| "classes": 168, |
| "labels": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 168 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "116a70891ac4ae49ff8b7ef4dfce15146ccb44a7a23b9832323e71b7bacb8ed4", |
| "size_bytes": 125359017, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.8665728981141e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "new-caledonia", |
| "classes": 168, |
| "labels": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 168 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "07b4eb1ebc4699bae5e6b51a52c3a689e56e6590b5c495ad750d157882d1944e", |
| "size_bytes": 62863568, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/new-caledonia/birdnet-v3.0-preview3.1-new-caledonia-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.8665728981141e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "new-zealand", |
| "classes": 266, |
| "labels": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 266 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "57e339971abd51b380dab3fcfc93184957f248f0cf78af15066667d90f9f067d", |
| "size_bytes": 129074009, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "new-zealand", |
| "classes": 266, |
| "labels": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 266 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "0e373c0e427b058acd449d4e3693a71e560093c641f567ce217cd5bbf8755d54", |
| "size_bytes": 64721060, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/new-zealand/birdnet-v3.0-preview3.1-new-zealand-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/nordic/birdnet-v3.0-preview3.1-nordic-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "nordic", |
| "classes": 422, |
| "labels": "regional/nordic/birdnet-v3.0-preview3.1-nordic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 422 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [ |
| { |
| "device": "rpi5-a76", |
| "backend": "openvino-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 128 |
| }, |
| { |
| "device": "rpi5-a76", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 253, |
| "rss_mb": 229 |
| }, |
| { |
| "device": "rpi4b-a72", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 743, |
| "rss_mb": 236 |
| }, |
| { |
| "device": "x86-i7-1260P", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 59 |
| } |
| ], |
| "sha256": "da3ce0df6100bdca7c09eefe13d229d207a25ba39fa4d1c71c4007c563a748e3", |
| "size_bytes": 134987659, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/nordic/birdnet-v3.0-preview3.1-nordic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/nordic/birdnet-v3.0-preview3.1-nordic-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "nordic", |
| "classes": 422, |
| "labels": "regional/nordic/birdnet-v3.0-preview3.1-nordic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 422 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [ |
| { |
| "device": "rpi5-a76", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 244, |
| "rss_mb": 226 |
| }, |
| { |
| "device": "rpi4b-a72", |
| "backend": "onnxruntime-cpu", |
| "threads": 4, |
| "batch": 1, |
| "latency_ms": 748, |
| "rss_mb": 281 |
| } |
| ], |
| "sha256": "1464b4bf169818f80ee0f60573f0daa6bba3b4c48c6194d5f844d5215532457d", |
| "size_bytes": 67677884, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/nordic/birdnet-v3.0-preview3.1-nordic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "north-america-east", |
| "classes": 800, |
| "labels": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 800 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "d578c1074ab6d1de07382019b9747d9e089f0e2a8a4da45b02e0a3944e9f877a", |
| "size_bytes": 149316883, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 3.129243850708008e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "north-america-east", |
| "classes": 800, |
| "labels": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 800 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "921acf64827665e4bc0402a902c1040bb98fdce1e8fa7ef696248b9a6ceb75ed", |
| "size_bytes": 74842504, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/north-america-east/birdnet-v3.0-preview3.1-north-america-east-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 3.129243850708008e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "north-america-west", |
| "classes": 802, |
| "labels": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 802 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "c33fac902dbcbeae3498039ef4710b56d4db6e9070cf29efce8469c9a91c7c00", |
| "size_bytes": 149392699, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.8312206268310547e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "north-america-west", |
| "classes": 802, |
| "labels": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 802 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "dbb71cb2e637fc31e47440efea92a8190ab2f1e8fdf815b4fb241aea3aab03bb", |
| "size_bytes": 74880412, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/north-america-west/birdnet-v3.0-preview3.1-north-america-west-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.8312206268310547e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/reunion/birdnet-v3.0-preview3.1-reunion-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "reunion", |
| "classes": 73, |
| "labels": "regional/reunion/birdnet-v3.0-preview3.1-reunion-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 73 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "9f72cc08ec893dc069e5dad115cd68cd880ea52f62ede2008c3fa6d2bf53fde4", |
| "size_bytes": 121757746, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/reunion/birdnet-v3.0-preview3.1-reunion-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/reunion/birdnet-v3.0-preview3.1-reunion-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "reunion", |
| "classes": 73, |
| "labels": "regional/reunion/birdnet-v3.0-preview3.1-reunion-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 73 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "f7d0fc7de5bdb08bf5195fde825bec2678e5190198051ac662d8e480013e015e", |
| "size_bytes": 61062902, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/reunion/birdnet-v3.0-preview3.1-reunion-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "sao-tome-principe", |
| "classes": 110, |
| "labels": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 110 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "8bec465df7d8fcb04141d1adbed267430d1cd216a0d1895c920ae93256724a1f", |
| "size_bytes": 123160342, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "sao-tome-principe", |
| "classes": 110, |
| "labels": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 110 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "c9888f67376ce91b5b744175df33be99606e0d3dbb8088e019944d9a24ba473a", |
| "size_bytes": 61764200, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/sao-tome-principe/birdnet-v3.0-preview3.1-sao-tome-principe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "seychelles", |
| "classes": 115, |
| "labels": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 115 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "a2fc5de5f458d1db812ec06b7543ba39b7d084481087f480a49512604d455182", |
| "size_bytes": 123349882, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "seychelles", |
| "classes": 115, |
| "labels": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 115 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "f071e2156f868578bc7c0bba23cbaf35999d25d229ab4479499bb11f2ab7fa6c", |
| "size_bytes": 61858970, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/seychelles/birdnet-v3.0-preview3.1-seychelles-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 8.548886398784816e-08, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "south-asia-peninsular", |
| "classes": 644, |
| "labels": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 644 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "1363e862a9aab8733a2ef4c1edf482a2fde10f3ac4a0aad46ffc21662d0d503f", |
| "size_bytes": 143403235, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "south-asia-peninsular", |
| "classes": 644, |
| "labels": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 644 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "8daa7735329de10254051e6b2222f7476a7a61c99ac85d9659b969e293ed1d93", |
| "size_bytes": 71885680, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/south-asia-peninsular/birdnet-v3.0-preview3.1-south-asia-peninsular-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "southern-africa", |
| "classes": 802, |
| "labels": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 802 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "dff4ede3d8e8d4e5c4950c006758dadead668987ff9c54d108b708ab8c5c429d", |
| "size_bytes": 149392699, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.1750671546906233e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "southern-africa", |
| "classes": 802, |
| "labels": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 802 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "58743f33f2cfdde65b7a461b34417e181057429fa6a2a1ef9af94a3fd59ebf4b", |
| "size_bytes": 74880412, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-africa/birdnet-v3.0-preview3.1-southern-africa-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.1750671546906233e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "southern-cone", |
| "classes": 807, |
| "labels": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 807 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "8feb63df589804d925f2845e993882dae9e8b79592f349bfde8789b32a9dd60b", |
| "size_bytes": 149582239, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.1691554391290992e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "southern-cone", |
| "classes": 807, |
| "labels": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 807 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "809df610fdb9a76a2e7157d9c544db11e0e4004a7fba30d14dabe0209a255531", |
| "size_bytes": 74975182, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-cone/birdnet-v3.0-preview3.1-southern-cone-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.1691554391290992e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "southern-europe", |
| "classes": 616, |
| "labels": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 616 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "636d39e606b1aacb77349a170abfccd559274d941257c19de6584e1755d2a2d8", |
| "size_bytes": 142341811, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "southern-europe", |
| "classes": 616, |
| "labels": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 616 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "4e2bc9a5171b59bbe2084f45e834edd0c5ef2d0537cda06e46a505678b1b56b5", |
| "size_bytes": 71354968, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/southern-europe/birdnet-v3.0-preview3.1-southern-europe-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "svalbard", |
| "classes": 280, |
| "labels": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 280 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "476f4ddc9d75f7d00a15835162408d7711141caf49a078d05db7d663432556b2", |
| "size_bytes": 129604721, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "svalbard", |
| "classes": 280, |
| "labels": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 280 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "d8f0f71f9e407ee54e063d2e6450e7f8c60913628558d6bbadc1d530a0e8312e", |
| "size_bytes": 64986416, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/svalbard/birdnet-v3.0-preview3.1-svalbard-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/tibet/birdnet-v3.0-preview3.1-tibet-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "tibet", |
| "classes": 811, |
| "labels": "regional/tibet/birdnet-v3.0-preview3.1-tibet-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 811 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "a35a9bfe8947be244b3839655a55203f4712cfa770c359c17838bb07e50eaaa7", |
| "size_bytes": 149733871, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/tibet/birdnet-v3.0-preview3.1-tibet-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/tibet/birdnet-v3.0-preview3.1-tibet-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "tibet", |
| "classes": 811, |
| "labels": "regional/tibet/birdnet-v3.0-preview3.1-tibet-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 811 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "1ab75674bf1457f3a883303f109d645d9e168a49c0714d0223525852b782130d", |
| "size_bytes": 75050998, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/tibet/birdnet-v3.0-preview3.1-tibet-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 1.30385160446167e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-fp32-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp32", |
| "precision": "fp32", |
| "region": "western-palearctic", |
| "classes": 801, |
| "labels": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 801 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "b77eda5827064e1ca244ff16b4c4fc98040da1dc848ad0608683e6bda9f0e48c", |
| "size_bytes": 149354791, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| }, |
| { |
| "path": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-fp16-b1.onnx", |
| "family": "birdnet", |
| "upstream_version": "3.0-preview3.1", |
| "upstream_source": "https://zenodo.org/records/20703646", |
| "build": 1, |
| "variant": "fp16", |
| "precision": "fp16", |
| "region": "western-palearctic", |
| "classes": 801, |
| "labels": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-labels-b1.txt", |
| "input": { |
| "sample_rate": 32000, |
| "window_seconds": 5, |
| "samples": 160000, |
| "shape": [ |
| "batch", |
| 160000 |
| ], |
| "dtype": "float32" |
| }, |
| "outputs": [ |
| { |
| "name": "predictions", |
| "shape": [ |
| "batch", |
| 801 |
| ], |
| "activation": "sigmoid", |
| "multi_label": true |
| }, |
| { |
| "name": "embeddings", |
| "shape": [ |
| "batch", |
| 1280 |
| ] |
| } |
| ], |
| "backends": { |
| "onnxruntime-cpu": { |
| "supported": true, |
| "recommended": false, |
| "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving" |
| }, |
| "openvino-cpu": { |
| "supported": true, |
| "recommended": false |
| }, |
| "openvino-gpu": { |
| "supported": true, |
| "recommended": true |
| }, |
| "cuda": { |
| "supported": true, |
| "recommended": true |
| }, |
| "tensorrt": { |
| "supported": true, |
| "recommended": true |
| } |
| }, |
| "graph": { |
| "gpu_native": true, |
| "has_stft_op": false, |
| "dynamic_batch": true, |
| "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel" |
| }, |
| "benchmarks": [], |
| "sha256": "ad7d514e5d9ce60e61a11264e549e1d29dbe38d7e7176a15429a24535c819611", |
| "size_bytes": 74861458, |
| "legacy": false, |
| "superseded_by": null, |
| "indices": "regional/western-palearctic/birdnet-v3.0-preview3.1-western-palearctic-indices-b1.txt", |
| "validation": { |
| "max_abs_diff_vs_global": 2.3283064365386963e-07, |
| "numerically_identical_on_kept_classes": true |
| } |
| } |
| ] |
| } |
