| { |
| "schema": "rtmw3d-head-experiments/v1", |
| "sourceCommit": "40a8a49d99203b6c3afd654883c6c1696d6c3192", |
| "keypointCount": 133, |
| "variants": [ |
| { |
| "id": "rtmw3d-l-fp32-gpu-decoder", |
| "model": "rtmw3d-l", |
| "policy": "fp32-gpu-decoder", |
| "file": "experiments/rtmw3d-l-fp32-gpu-decoder.onnx", |
| "sizeBytes": 230006412, |
| "sha256": "8fc094f02434d5de23cdc41755c3d88e8f46ed96bbb02cc0c7a80c04433977aa", |
| "precision": "fp32", |
| "experimental": true, |
| "qualityPassed": true, |
| "browserGPUValidated": false, |
| "sourceRevision": "88ee5cb728cb2ed3efaf43011c9dd4908a6504b7", |
| "sourceModelSha256": "4e37e5e9043817c5ff387b61c44bb48af94ad42e4978c4e43780761c65582abc", |
| "upstream": "https://github.com/open-mmlab/mmpose", |
| "weightsUnchangedFP32": true, |
| "gpuDecoderMinimum": "Less+Where", |
| "input": { |
| "name": "input", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 3, |
| 384, |
| 288 |
| ] |
| }, |
| "outputs": [ |
| { |
| "name": "keypoints", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133, |
| 3 |
| ], |
| "units": [ |
| "crop-pixels", |
| "crop-pixels", |
| "root-relative-metres" |
| ] |
| }, |
| { |
| "name": "scores", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133 |
| ] |
| } |
| ], |
| "outputBytesPerFrame": 2128, |
| "changedConvolutions": [], |
| "comparisons": [ |
| { |
| "publicFixtureImageId": 40083, |
| "parts": { |
| "all": { |
| "joints": 111, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 16, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 22, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 21, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 0.0 |
| }, |
| { |
| "publicFixtureImageId": 197388, |
| "parts": { |
| "all": { |
| "joints": 133, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 17, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 23, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 42, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 0.0 |
| } |
| ], |
| "referenceLatencyMs": [], |
| "note": "Same trained weights and 133-point 3D contract; explicit im2col and optional batched split-K reduction. CPU conversion tests are not WebGPU performance or target-video accuracy measurements." |
| }, |
| { |
| "id": "rtmw3d-l-fp32-head-gemm-split8", |
| "model": "rtmw3d-l", |
| "policy": "fp32-head-gemm-split8", |
| "file": "experiments/rtmw3d-l-fp32-head-gemm-split8.onnx", |
| "sizeBytes": 230139583, |
| "sha256": "5cde82faa4f8e626ad7594f1231508e7622a020d821038f02f962801cdda6819", |
| "precision": "fp32", |
| "experimental": true, |
| "qualityPassed": true, |
| "browserGPUValidated": false, |
| "sourceRevision": "88ee5cb728cb2ed3efaf43011c9dd4908a6504b7", |
| "sourceModelSha256": "4e37e5e9043817c5ff387b61c44bb48af94ad42e4978c4e43780761c65582abc", |
| "upstream": "https://github.com/open-mmlab/mmpose", |
| "weightsUnchangedFP32": true, |
| "gpuDecoderMinimum": "Less+Where", |
| "input": { |
| "name": "input", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 3, |
| 384, |
| 288 |
| ] |
| }, |
| "outputs": [ |
| { |
| "name": "keypoints", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133, |
| 3 |
| ], |
| "units": [ |
| "crop-pixels", |
| "crop-pixels", |
| "root-relative-metres" |
| ] |
| }, |
| { |
| "name": "scores", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133 |
| ] |
| } |
| ], |
| "outputBytesPerFrame": 2128, |
| "changedConvolutions": [ |
| { |
| "node": "/head/final_layer/conv/Conv", |
| "inputShape": [ |
| 1, |
| 1024, |
| 12, |
| 9 |
| ], |
| "weightShape": [ |
| 133, |
| 1024, |
| 7, |
| 7 |
| ], |
| "outputShape": [ |
| 1, |
| 133, |
| 12, |
| 9 |
| ], |
| "kernel": [ |
| 7, |
| 7 |
| ], |
| "pads": [ |
| 3, |
| 3, |
| 3, |
| 3 |
| ], |
| "strides": [ |
| 1, |
| 1 |
| ], |
| "dilations": [ |
| 1, |
| 1 |
| ], |
| "splits": 8, |
| "convolutionFLOPs": 1441456128, |
| "columnBytes": 21676032 |
| }, |
| { |
| "node": "/head/final_layer2/conv/Conv", |
| "inputShape": [ |
| 1, |
| 768, |
| 24, |
| 18 |
| ], |
| "weightShape": [ |
| 133, |
| 768, |
| 7, |
| 7 |
| ], |
| "outputShape": [ |
| 1, |
| 133, |
| 24, |
| 18 |
| ], |
| "kernel": [ |
| 7, |
| 7 |
| ], |
| "pads": [ |
| 3, |
| 3, |
| 3, |
| 3 |
| ], |
| "strides": [ |
| 1, |
| 1 |
| ], |
| "dilations": [ |
| 1, |
| 1 |
| ], |
| "splits": 8, |
| "convolutionFLOPs": 4324368384, |
| "columnBytes": 65028096 |
| } |
| ], |
| "comparisons": [ |
| { |
| "publicFixtureImageId": 40083, |
| "parts": { |
| "all": { |
| "joints": 111, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 16, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 22, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 21, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 7.152557373046875e-07 |
| }, |
| { |
| "publicFixtureImageId": 197388, |
| "parts": { |
| "all": { |
| "joints": 133, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 17, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 23, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 42, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 4.76837158203125e-07 |
| } |
| ], |
| "referenceLatencyMs": [], |
| "note": "Same trained weights and 133-point 3D contract; explicit im2col and optional batched split-K reduction. CPU conversion tests are not WebGPU performance or target-video accuracy measurements." |
| }, |
| { |
| "id": "rtmw3d-l-fp32-head-gemm", |
| "model": "rtmw3d-l", |
| "policy": "fp32-head-gemm", |
| "file": "experiments/rtmw3d-l-fp32-head-gemm.onnx", |
| "sizeBytes": 230137892, |
| "sha256": "b09da548132bce0d04d99008e46b13f2bb3f4407a8513c5fa8f24a5b6d8071d8", |
| "precision": "fp32", |
| "experimental": true, |
| "qualityPassed": true, |
| "browserGPUValidated": false, |
| "sourceRevision": "88ee5cb728cb2ed3efaf43011c9dd4908a6504b7", |
| "sourceModelSha256": "4e37e5e9043817c5ff387b61c44bb48af94ad42e4978c4e43780761c65582abc", |
| "upstream": "https://github.com/open-mmlab/mmpose", |
| "weightsUnchangedFP32": true, |
| "gpuDecoderMinimum": "Less+Where", |
| "input": { |
| "name": "input", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 3, |
| 384, |
| 288 |
| ] |
| }, |
| "outputs": [ |
| { |
| "name": "keypoints", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133, |
| 3 |
| ], |
| "units": [ |
| "crop-pixels", |
| "crop-pixels", |
| "root-relative-metres" |
| ] |
| }, |
| { |
| "name": "scores", |
| "type": "float32", |
| "shape": [ |
| 1, |
| 133 |
| ] |
| } |
| ], |
| "outputBytesPerFrame": 2128, |
| "changedConvolutions": [ |
| { |
| "node": "/head/final_layer/conv/Conv", |
| "inputShape": [ |
| 1, |
| 1024, |
| 12, |
| 9 |
| ], |
| "weightShape": [ |
| 133, |
| 1024, |
| 7, |
| 7 |
| ], |
| "outputShape": [ |
| 1, |
| 133, |
| 12, |
| 9 |
| ], |
| "kernel": [ |
| 7, |
| 7 |
| ], |
| "pads": [ |
| 3, |
| 3, |
| 3, |
| 3 |
| ], |
| "strides": [ |
| 1, |
| 1 |
| ], |
| "dilations": [ |
| 1, |
| 1 |
| ], |
| "splits": 1, |
| "convolutionFLOPs": 1441456128, |
| "columnBytes": 21676032 |
| }, |
| { |
| "node": "/head/final_layer2/conv/Conv", |
| "inputShape": [ |
| 1, |
| 768, |
| 24, |
| 18 |
| ], |
| "weightShape": [ |
| 133, |
| 768, |
| 7, |
| 7 |
| ], |
| "outputShape": [ |
| 1, |
| 133, |
| 24, |
| 18 |
| ], |
| "kernel": [ |
| 7, |
| 7 |
| ], |
| "pads": [ |
| 3, |
| 3, |
| 3, |
| 3 |
| ], |
| "strides": [ |
| 1, |
| 1 |
| ], |
| "dilations": [ |
| 1, |
| 1 |
| ], |
| "splits": 1, |
| "convolutionFLOPs": 4324368384, |
| "columnBytes": 65028096 |
| } |
| ], |
| "comparisons": [ |
| { |
| "publicFixtureImageId": 40083, |
| "parts": { |
| "all": { |
| "joints": 111, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 16, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 22, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 21, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 4.76837158203125e-07 |
| }, |
| { |
| "publicFixtureImageId": 197388, |
| "parts": { |
| "all": { |
| "joints": 133, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body": { |
| "joints": 17, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "body-feet": { |
| "joints": 23, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hips": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "knees": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "ankles": { |
| "joints": 2, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "feet": { |
| "joints": 6, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "face": { |
| "joints": 68, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| }, |
| "hands": { |
| "joints": 42, |
| "xyP95_px": 0.0, |
| "zP95_m": 0.0, |
| "xyMax_px": 0.0, |
| "zMax_m": 0.0, |
| "confidenceLossCount": 0 |
| } |
| }, |
| "scoreMaxAbsoluteError": 4.76837158203125e-07 |
| } |
| ], |
| "referenceLatencyMs": [], |
| "note": "Same trained weights and 133-point 3D contract; explicit im2col and optional batched split-K reduction. CPU conversion tests are not WebGPU performance or target-video accuracy measurements." |
| } |
| ], |
| "browserGPUValidated": false |
| } |
|
|
