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1.3 MiB
37629 lines
No EOL
1.3 MiB
(venv) M3-Haulmark:chess_assets chaulmark$ python merge_models.py
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Fail to import BlobReader from libmilstoragepython. No module named 'coremltools.libmilstoragepython'
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Failed to load _MLModelProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLModelAssetProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLModelProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLCPUComputeDeviceProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLGPUComputeDeviceProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLNeuralEngineComputeDeviceProxy: No module named 'coremltools.libcoremlpython'
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Fail to import BlobWriter from libmilstoragepython. No module named 'coremltools.libmilstoragepython'
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Failed to load _MLModelProxy: No module named 'coremltools.libcoremlpython'
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Failed to load _MLComputePlanProxy: No module named 'coremltools.libcoremlpython'
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Loading models...
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Loading ChessPieceClassifier_Q1.mlmodel
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Model 1 spec: specificationVersion: 8
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description {
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input {
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name: "image"
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type {
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imageType {
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width: 360
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height: 360
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colorSpace: BGR
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}
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}
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}
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output {
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name: "target"
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type {
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stringType {
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}
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}
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}
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output {
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name: "targetProbability"
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type {
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dictionaryType {
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stringKeyType {
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}
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}
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}
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}
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predictedFeatureName: "target"
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predictedProbabilitiesName: "targetProbability"
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metadata {
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author: "Chris Haulmark"
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userDefined {
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key: "com.apple.createml.version"
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value: "15.3.0"
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}
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userDefined {
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key: "com.apple.createml.app.version"
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value: "6.1"
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}
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userDefined {
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key: "com.apple.createml.app.tag"
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value: "150.3"
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}
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userDefined {
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key: "com.apple.coreml.model.preview.type"
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value: "imageClassifier"
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}
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}
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}
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pipelineClassifier {
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pipeline {
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models {
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specificationVersion: 8
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description {
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input {
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name: "image"
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type {
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imageType {
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width: 360
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height: 360
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colorSpace: BGR
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}
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}
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}
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output {
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name: "features"
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type {
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multiArrayType {
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shape: 768
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dataType: FLOAT32
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}
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}
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}
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metadata {
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userDefined {
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key: "com.apple.createml.version"
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value: "15.3.0"
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}
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}
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}
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visionFeaturePrint {
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scene {
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version: SCENE_VERSION_2
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}
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}
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}
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models {
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specificationVersion: 1
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description {
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input {
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name: "features"
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type {
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multiArrayType {
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shape: 768
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dataType: FLOAT32
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}
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}
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}
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output {
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name: "target"
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type {
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stringType {
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}
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}
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}
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output {
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name: "targetProbability"
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type {
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dictionaryType {
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stringKeyType {
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}
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}
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}
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}
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predictedFeatureName: "target"
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predictedProbabilitiesName: "targetProbability"
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metadata {
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userDefined {
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key: "com.apple.createml.version"
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value: "15.3.0"
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}
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}
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}
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glmClassifier {
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weights {
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value: 16.491481312985304
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value: -22.163486883000449
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value: -15.95107743780946
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value: 10.771472763567255
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value: 0.346799357121047
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value: 26.736299250090514
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value: 3.8876656341283771
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value: 13.131401907752764
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value: 42.102544743670954
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value: -15.772094621886543
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value: -35.113756533972506
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value: -38.02181896098265
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value: -14.4551244774413
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value: -0.802148165014015
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value: 7.172494046076654
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value: -4.6647048708191834
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value: 30.19547777588685
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value: -27.275517891847944
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value: -3.5935221875118062
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value: 8.4160222017574426
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stringClassLabels {
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vector: "black_knight"
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}
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}
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}
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}
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|
|
|
Loading ChessPieceClassifier_Q2.mlmodel
|
|
Model 2 spec: specificationVersion: 8
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description {
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input {
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name: "image"
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type {
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output {
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type {
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output {
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type {
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}
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}
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}
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predictedFeatureName: "target"
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predictedProbabilitiesName: "targetProbability"
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metadata {
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|
author: "Chris Haulmark"
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userDefined {
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key: "com.apple.createml.version"
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}
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userDefined {
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value: "6.1"
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userDefined {
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value: "150.3"
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}
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userDefined {
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value: "imageClassifier"
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}
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}
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}
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pipelineClassifier {
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pipeline {
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models {
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specificationVersion: 8
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description {
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input {
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name: "image"
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type {
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width: 360
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height: 360
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colorSpace: BGR
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}
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}
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output {
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type {
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dataType: FLOAT32
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}
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}
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metadata {
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userDefined {
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}
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visionFeaturePrint {
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scene {
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}
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}
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}
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models {
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specificationVersion: 1
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description {
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output {
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type {
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}
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}
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predictedFeatureName: "target"
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predictedProbabilitiesName: "targetProbability"
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metadata {
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userDefined {
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}
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}
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glmClassifier {
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stringClassLabels {
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}
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}
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|
|
Loading ChessPieceClassifier_Q3.mlmodel
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Model 3 spec: specificationVersion: 8
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description {
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}
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predictedFeatureName: "target"
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metadata {
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pipelineClassifier {
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pipeline {
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output {
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models {
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Loading ChessPieceClassifier_Q4.mlmodel
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Model 4 spec: specificationVersion: 8
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description {
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predictedFeatureName: "target"
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metadata {
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pipelineClassifier {
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models {
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|
value: -2.4329393567791997
|
|
value: 18.247846267297366
|
|
value: -0.76041522114254334
|
|
value: -11.308140221808047
|
|
value: 11.910539549388302
|
|
value: 7.609688965889883
|
|
value: -7.4789682146621672
|
|
value: -10.888901746699537
|
|
value: -19.109009196753327
|
|
value: 12.623434696443423
|
|
value: -12.485564516494374
|
|
value: 21.179437716611336
|
|
value: 8.9827000892996622
|
|
value: -38.358491247891806
|
|
value: -11.616005287578512
|
|
value: -4.2877868529119336
|
|
value: 45.182728387436548
|
|
value: -6.4822328263424005
|
|
value: -10.708225181372176
|
|
value: -24.877109024523378
|
|
value: 2.1721288495487205
|
|
value: 9.8955816402810353
|
|
value: 7.0133797593106006
|
|
value: 25.493035833407124
|
|
value: -2.4865549255749739
|
|
value: -6.8105214637799243
|
|
value: -4.525998613564834
|
|
value: 12.004019756783253
|
|
value: -14.787641702487292
|
|
}
|
|
offset: -0.064637672150407374
|
|
offset: -0.18149330884586412
|
|
offset: -0.063792041250237061
|
|
offset: -0.10891636530456916
|
|
offset: -0.099449405043573288
|
|
offset: -0.17480881981982013
|
|
offset: -0.15322786602680924
|
|
offset: -0.017106758213970608
|
|
offset: -0.090666690971388769
|
|
offset: -0.097480464262410874
|
|
offset: -0.040222566227447888
|
|
offset: -0.060200536899188813
|
|
stringClassLabels {
|
|
vector: "black_bishop"
|
|
vector: "black_king"
|
|
vector: "black_knight"
|
|
vector: "black_pawn"
|
|
vector: "black_queen"
|
|
vector: "black_rook"
|
|
vector: "empty"
|
|
vector: "white_bishop"
|
|
vector: "white_king"
|
|
vector: "white_knight"
|
|
vector: "white_pawn"
|
|
vector: "white_queen"
|
|
vector: "white_rook"
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
|
|
Examining first model's specification structure...
|
|
Input features: [name: "image"
|
|
type {
|
|
imageType {
|
|
width: 360
|
|
height: 360
|
|
colorSpace: BGR
|
|
}
|
|
}
|
|
]
|
|
Output features: [name: "target"
|
|
type {
|
|
stringType {
|
|
}
|
|
}
|
|
, name: "targetProbability"
|
|
type {
|
|
dictionaryType {
|
|
stringKeyType {
|
|
}
|
|
}
|
|
}
|
|
]
|
|
(venv) M3-Haulmark:chess_assets chaulmark$ |