mirror of https://github.com/vladmandic/human
81 lines
12 KiB
Plaintext
81 lines
12 KiB
Plaintext
14:40:51.744 +00001ms human tests
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14:40:51.918 +00174ms {version: 2.9.0}
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14:40:51.918 +00000ms {tfjs: 3.19.0}
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14:40:51.918 +00000ms {environment: {browser: true, node: false, worker: false, platform: Windows NT 10.0; Win64; x64, agent: Mozilla/5.0 AppleWebKit/537.36 Chrome/105.0.0.0 Safari/537.36 Edg/105.0.1329.0, backends: [cpu, webgl, wasm, webgpu, humangl], initial: true, tfjs: {version: 3.19.0}, offscreen: true, perfadd: false, wasm: {supported: true, backend: true}, webgl: {supported: true, backend: true, version: WebGL 2.0 (OpenGL ES 3.0 Chromium), renderer: WebKit WebGL}, webgpu: {supported: true, backend: true, adapter: Default}, cpu: {flags: []}, kernels: [_fusedmatmul, abs, acos, acosh, add, addn, all, any, argmax, argmin, asin, asinh, atan, atan2, atanh, avgpool, avgpool3d, avgpool3dgrad, avgpoolgrad, batchmatmul, fusedbatchnorm, batchtospacend, bincount, broadcastargs, cast, ceil, clipbyvalue, complex, complexabs, concat, conv2d, conv2dbackpropfilter, conv2dbackpropinput, conv3d, conv3dbackpropfilterv2, conv3dbackpropinputv2, cos, cosh, cropandresize, cumprod, cumsum, densebincount, depthtospace, depthwiseconv2dnative, depthwiseconv2dnativebackpropfilter, depthwiseconv2dnativebackpropinput, diag, dilation2d, einsum, elu, elugrad, equal, erf, exp, expanddims, expm1, fft, fill, flipleftright, floor, floordiv, frompixels, fusedconv2d, fuseddepthwiseconv2d, gathernd, gatherv2, greater, greaterequal, identity, ifft, imag, isfinite, isinf, isnan, leakyrelu, less, lessequal, linspace, log, log1p, logicaland, logicalnot, logicalor, lrn, lrngrad, max, maximum, maxpool, maxpool3d, maxpool3dgrad, maxpoolgrad, maxpoolwithargmax, mean, min, minimum, mirrorpad, mod, multinomial, multiply, neg, nonmaxsuppressionv3, nonmaxsuppressionv4, nonmaxsuppressionv5, notequal, onehot, oneslike, pack, padv2, pow, prelu, prod, range, real, realdiv, reciprocal, relu, relu6, reshape, resizebilinear, resizebilineargrad, resizenearestneighbor, resizenearestneighborgrad, reverse, rotatewithoffset, round, rsqrt, scatternd, searchsorted, select, selu, sigmoid, sign, sin, sinh, slice, softmax, softplus, spacetobatchnd, sparsefillemptyrows, sparsereshape, sparsesegmentmean, sparsesegmentsum, sparsetodense, splitv, sqrt, square, squareddifference, step, stridedslice, stringngrams, stringsplit, stringtohashbucketfast, sub, sum, tan, tanh, tile, topk, transform, transpose, unique, unpack, unsortedsegmentsum, zeroslike, floormod]}}
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14:40:51.918 +00000ms {config: {backend: humangl, modelBasePath: ../models/, cacheModels: true, wasmPath: https: //cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.19.0/dist/, wasmPlatformFetch: false, debug: true, async: true, warmup: none, cacheSensitivity: 0, skipAllowed: false, deallocate: false, filter: {enabled: true, equalization: false, width: 0, height: 0, flip: false, return: true, brightness: 0, contrast: 0, sharpness: 0, blur: 0, saturation: 0, hue: 0, negative: false, sepia: false, vintage: false, kodachrome: false, technicolor: false, polaroid: false, pixelate: 0}, gesture: {enabled: true}, face: {enabled: true, detector: {modelPath: blazeface.json, rotation: true, maxDetected: 1, skipFrames: 99, skipTime: 2500, minConfidence: 0.2, iouThreshold: 0.1, mask: false, return: false}, mesh: {enabled: true, modelPath: facemesh.json, keepInvalid: false}, attention: {enabled: false, modelPath: facemesh-attention.json}, iris: {enabled: true, modelPath: iris.json}, emotion: {enabled: true, minConfidence: 0.1, skipFrames: 99, skipTime: 1500, modelPath: emotion.json}, description: {enabled: true, modelPath: faceres.json, skipFrames: 99, skipTime: 3000, minConfidence: 0.1}, antispoof: {enabled: false, skipFrames: 99, skipTime: 4000, modelPath: antispoof.json}, liveness: {enabled: false, skipFrames: 99, skipTime: 4000, modelPath: liveness.json}}, body: {enabled: true, modelPath: movenet-lightning.json, maxDetected: -1, minConfidence: 0.3, skipFrames: 1, skipTime: 200}, hand: {enabled: true, rotation: true, skipFrames: 99, skipTime: 1000, minConfidence: 0.5, iouThreshold: 0.2, maxDetected: -1, landmarks: true, detector: {modelPath: handtrack.json}, skeleton: {modelPath: handlandmark-full.json}}, object: {enabled: true, modelPath: mb3-centernet.json, minConfidence: 0.2, iouThreshold: 0.4, maxDetected: 10, skipFrames: 99, skipTime: 2000}, segmentation: {enabled: false, modelPath: selfie.json, blur: 8}}}
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14:40:52.214 +00296ms {models: [{name: ssrnetage, loaded: false}, {name: gear, loaded: false}, {name: blazeposedetect, loaded: false}, {name: blazepose, loaded: false}, {name: centernet, loaded: true}, {name: efficientpose, loaded: false}, {name: mobilefacenet, loaded: false}, {name: emotion, loaded: true}, {name: facedetect, loaded: true}, {name: faceiris, loaded: true}, {name: facemesh, loaded: true}, {name: faceres, loaded: true}, {name: ssrnetgender, loaded: false}, {name: handpose, loaded: false}, {name: handskeleton, loaded: true}, {name: handtrack, loaded: true}, {name: liveness, loaded: false}, {name: movenet, loaded: true}, {name: nanodet, loaded: false}, {name: posenet, loaded: false}, {name: segmentation, loaded: false}, {name: antispoof, loaded: false}]}
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14:40:52.214 +00000ms
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14:40:52.214 +00000ms test start:wasm
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14:40:53.404 +01190ms {initialized: wasm}
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14:40:53.404 +00000ms {memory: {unreliable: false, numTensors: 1761, numDataBuffers: 1761, numBytes: 60948216}}
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14:40:53.404 +00000ms {validate: []}
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14:40:53.884 +00480ms {warmup: face}
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14:40:53.967 +00083ms {input: [1, 1200, 1200, 3]}
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14:40:54.232 +00265ms {detect: true}
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14:40:54.234 +00002ms {interpolated: true}
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14:40:54.234 +00000ms {persons: true}
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14:40:54.234 +00000ms {summary: {persons: 1, face: 1, body: 1, hand: 1, object: 1, gesture: 6}}
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14:40:54.234 +00000ms {performance: {initBackend: 1183, loadModels: 295, inputProcess: 2, totalFrames: 2, cachedFrames: 0, cacheCheck: 0, total: 263, warmup: 479}}
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14:40:54.989 +00755ms {benchmark: {time: 71, cacheSensitivity: 0}, performance: {inputProcess: 2, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 52}}
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14:40:55.708 +00719ms {benchmark: {time: 70, cacheSensitivity: 0.25}, performance: {inputProcess: 2, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 55}}
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14:40:56.418 +00710ms {benchmark: {time: 68, cacheSensitivity: 0.5}, performance: {inputProcess: 1, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 48}}
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14:40:57.108 +00690ms {benchmark: {time: 66, cacheSensitivity: 0.75}, performance: {inputProcess: 2, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 54}}
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14:40:57.484 +00376ms {benchmark: {time: 34, cacheSensitivity: 10}, performance: {inputProcess: 2, totalFrames: 10, cachedFrames: 8, cacheCheck: 0, total: 48}}
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14:40:57.512 +00028ms {memory: {unreliable: false, numTensors: 1762, numDataBuffers: 1762, numBytes: 61734648}}
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14:40:57.512 +00000ms
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14:40:57.513 +00001ms test start:webgl
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14:40:57.550 +00037ms {initialized: webgl}
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14:40:57.551 +00001ms {memory: {unreliable: false, numBytesInGPU: 0, numBytesInGPUAllocated: 0, numBytesInGPUFree: 0, numTensors: 1768, numDataBuffers: 1768, numBytes: 61734680}}
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14:40:57.551 +00000ms {validate: []}
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14:40:59.550 +01999ms {warmup: face}
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14:40:59.589 +00039ms {input: [1, 1200, 1200, 3]}
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14:41:01.233 +01644ms {detect: true}
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14:41:01.234 +00001ms {interpolated: true}
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14:41:01.234 +00000ms {persons: true}
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14:41:01.234 +00000ms {summary: {persons: 0, face: 0, body: 1, hand: 0, object: 0, gesture: 0}}
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14:41:01.234 +00000ms {performance: {inputProcess: 0, totalFrames: 12, cachedFrames: 9, cacheCheck: 0, total: 1639, initBackend: 0, warmup: 1999}}
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14:41:03.565 +02331ms {benchmark: {time: 229, cacheSensitivity: 0}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 63}}
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14:41:04.434 +00869ms {benchmark: {time: 83, cacheSensitivity: 0.25}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 5, total: 54}}
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14:41:05.322 +00888ms {benchmark: {time: 84, cacheSensitivity: 0.5}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 4, total: 55}}
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14:41:06.268 +00946ms {benchmark: {time: 91, cacheSensitivity: 0.75}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 11, total: 84}}
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14:41:06.851 +00583ms {benchmark: {time: 54, cacheSensitivity: 10}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 8, cacheCheck: 16, total: 71}}
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14:41:06.897 +00046ms {memory: {unreliable: false, numBytesInGPU: 56099560, numBytesInGPUAllocated: 701611228, numBytesInGPUFree: 645511668, numTensors: 1768, numDataBuffers: 1768, numBytes: 61734680}}
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14:41:06.898 +00001ms
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14:41:06.898 +00000ms test start:humangl
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14:41:06.947 +00049ms {initialized: humangl}
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14:41:06.947 +00000ms {memory: {unreliable: false, numBytesInGPU: 0, numBytesInGPUAllocated: 0, numBytesInGPUFree: 0, numTensors: 1774, numDataBuffers: 1774, numBytes: 61734712}}
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14:41:06.947 +00000ms {validate: []}
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14:41:09.119 +02172ms {warmup: face}
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14:41:09.189 +00070ms {input: [1, 1200, 1200, 3]}
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14:41:09.663 +00474ms {detect: true}
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14:41:09.665 +00002ms {interpolated: true}
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14:41:09.666 +00001ms {persons: true}
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14:41:09.666 +00000ms {summary: {persons: 1, face: 1, body: 1, hand: 0, object: 0, gesture: 1}}
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14:41:09.666 +00000ms {performance: {inputProcess: 0, totalFrames: 12, cachedFrames: 9, cacheCheck: 0, total: 473, initBackend: 2, warmup: 2171}}
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14:41:12.296 +02630ms {benchmark: {time: 263, cacheSensitivity: 0}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 283}}
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14:41:14.946 +02650ms {benchmark: {time: 260, cacheSensitivity: 0.25}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 15, total: 249}}
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14:41:17.663 +02717ms {benchmark: {time: 266, cacheSensitivity: 0.5}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 15, total: 250}}
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14:41:20.513 +02850ms {benchmark: {time: 279, cacheSensitivity: 0.75}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 15, total: 249}}
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14:41:21.796 +01283ms {benchmark: {time: 122, cacheSensitivity: 10}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 8, cacheCheck: 11, total: 245}}
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14:41:21.857 +00061ms {memory: {unreliable: false, numBytesInGPU: 56099560, numBytesInGPUAllocated: 701611228, numBytesInGPUFree: 645511668, numTensors: 1774, numDataBuffers: 1774, numBytes: 61734712}}
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14:41:21.857 +00000ms
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14:41:21.857 +00000ms test start:webgpu
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14:41:21.966 +00109ms {initialized: webgpu}
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14:41:21.966 +00000ms {memory: {numBytesInGPU: 0, numBytesAllocatedInGPU: 0, unreliable: false, numTensors: 1780, numDataBuffers: 1780, numBytes: 61734744}}
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14:41:21.967 +00001ms {validate: []}
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14:41:37.313 +15346ms {warmup: face}
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14:41:37.327 +00014ms {input: [1, 1200, 1200, 3]}
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14:41:38.482 +01155ms {detect: true}
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14:41:38.483 +00001ms {interpolated: true}
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14:41:38.483 +00000ms {persons: true}
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14:41:38.483 +00000ms {summary: {persons: 1, face: 1, body: 1, hand: 0, object: 0, gesture: 1}}
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14:41:38.484 +00001ms {performance: {inputProcess: 0, totalFrames: 12, cachedFrames: 9, cacheCheck: 0, total: 1154, initBackend: 89, warmup: 15345}}
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14:41:41.952 +03468ms {benchmark: {time: 347, cacheSensitivity: 0}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 0, total: 68}}
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14:41:42.769 +00817ms {benchmark: {time: 77, cacheSensitivity: 0.25}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 3, total: 75}}
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14:41:43.586 +00817ms {benchmark: {time: 77, cacheSensitivity: 0.5}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 3, total: 73}}
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14:41:44.400 +00814ms {benchmark: {time: 76, cacheSensitivity: 0.75}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 0, cacheCheck: 3, total: 71}}
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14:41:44.833 +00433ms {benchmark: {time: 38, cacheSensitivity: 10}, performance: {inputProcess: 0, totalFrames: 10, cachedFrames: 8, cacheCheck: 3, total: 77}}
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14:41:44.887 +00054ms {memory: {numBytesInGPU: 53317336, numBytesAllocatedInGPU: 402364236, unreliable: false, numTensors: 1780, numDataBuffers: 41787, numBytes: 61734744}}
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14:41:44.887 +00000ms
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14:41:44.887 +00000ms tests complete
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