dump weights
This commit is contained in:
trian-gles
parent
2e22f60c2e
commit
694d2f3988
17
tf.js
17
tf.js
@ -60,15 +60,20 @@ async function getWeights() {
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maxApi.addHandler("save", (dictId, key) => {
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maxApi.getDict(dictId).then((dict) => {
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getWeights().then((weights) => {
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dict[key] = {}
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dict[key].weights = weights;
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dict[key].model = model.toJSON(null, false);
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getJson().then((json) => {
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dict[key] = json
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maxApi.setDict(dictId, dict);
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});
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});
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});
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async function getJson() {
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let json = {}
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json.weights = await getWeights();
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json.model = model.toJSON(null, false);
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return json;
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}
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maxApi.addHandler("load", (dictId, key) => {
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maxApi.getDict(dictId).then((dict) => {
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@ -92,3 +97,7 @@ maxApi.addHandler("load", (dictId, key) => {
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});
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});
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maxApi.addHandler("dump_weights", () => {
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getJson().then((json) => {maxApi.outlet("weights", json);});
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})
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240
tf.maxpat
240
tf.maxpat
@ -10,7 +10,7 @@
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}
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,
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"classnamespace" : "box",
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"rect" : [ 164.0, 165.0, 948.0, 575.0 ],
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"rect" : [ 164.0, 165.0, 732.0, 575.0 ],
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"bglocked" : 0,
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"openinpresentation" : 0,
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"default_fontsize" : 12.0,
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@ -39,6 +39,59 @@
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"subpatcher_template" : "",
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"assistshowspatchername" : 0,
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"boxes" : [ {
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"box" : {
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"id" : "obj-23",
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"maxclass" : "newobj",
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"numinlets" : 2,
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"numoutlets" : 2,
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"outlettype" : [ "", "" ],
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"patching_rect" : [ 160.0, 336.0, 80.0, 22.0 ],
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"text" : "route weights"
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}
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}
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, {
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"box" : {
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"id" : "obj-7",
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"maxclass" : "dict.view",
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"numinlets" : 1,
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"numoutlets" : 0,
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"patching_rect" : [ 28.0, 399.0, 231.0, 75.0 ]
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}
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}
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, {
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"box" : {
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"id" : "obj-21",
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"maxclass" : "message",
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"numinlets" : 2,
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"numoutlets" : 1,
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"outlettype" : [ "" ],
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"patching_rect" : [ 676.0, 225.0, 86.0, 22.0 ],
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"text" : "dump_weights"
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}
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}
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, {
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"box" : {
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"id" : "obj-12",
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"maxclass" : "newobj",
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"numinlets" : 2,
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"numoutlets" : 5,
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"outlettype" : [ "dictionary", "", "", "", "" ],
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"patching_rect" : [ 85.0, 353.0, 61.0, 22.0 ],
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"saved_object_attributes" : {
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"embed" : 0,
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"legacy" : 0,
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"parameter_enable" : 0,
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"parameter_mappable" : 0
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}
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,
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"text" : "dict"
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}
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}
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, {
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"box" : {
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"id" : "obj-11",
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"maxclass" : "message",
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@ -77,13 +130,13 @@
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, {
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"box" : {
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"id" : "obj-40",
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"linecount" : 2,
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"linecount" : 5,
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"maxclass" : "message",
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"numinlets" : 2,
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"numoutlets" : 1,
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"outlettype" : [ "" ],
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"patching_rect" : [ 237.0, 453.0, 50.0, 36.0 ],
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"text" : "9. 10. 11."
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"patching_rect" : [ 281.0, 450.0, 50.0, 77.0 ],
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"text" : "weights dictionary u266000897"
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}
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}
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@ -94,8 +147,8 @@
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"numinlets" : 2,
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"numoutlets" : 1,
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"outlettype" : [ "" ],
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"patching_rect" : [ 785.0, 101.0, 111.0, 22.0 ],
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"text" : "load weights kieran"
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"patching_rect" : [ 785.0, 101.0, 107.0, 22.0 ],
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"text" : "load myDict kieran"
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}
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}
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@ -106,151 +159,14 @@
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"numinlets" : 2,
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"numoutlets" : 1,
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"outlettype" : [ "" ],
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"patching_rect" : [ 783.0, 69.0, 114.0, 22.0 ],
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"text" : "save weights kieran"
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"patching_rect" : [ 783.0, 69.0, 110.0, 22.0 ],
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"text" : "save myDict kieran"
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}
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}
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, {
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"box" : {
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"data" : {
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"kieran" : {
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"weights" : [ {
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"data" : {
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"0" : 1.012908458709717,
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"1" : -0.620146811008453,
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"2" : -0.129914328455925,
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"3" : 0.541027724742889,
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"4" : 0.19341653585434,
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"5" : 0.360722154378891,
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"6" : 0.09280800819397,
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"7" : 1.268574237823486
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}
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,
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"shape" : [ 2, 4 ]
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}
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, {
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"data" : {
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"0" : -0.258607089519501,
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"1" : -0.583316743373871,
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"2" : 0.113245263695717,
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"3" : -0.051932688802481
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}
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,
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"shape" : [ 4 ]
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}
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, {
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"data" : {
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"0" : 0.631340265274048,
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"1" : -0.096657283604145,
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"2" : 0.223567947745323,
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"3" : 0.624955534934998,
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"4" : 0.085933394730091,
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"5" : -1.187804460525513,
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"6" : 0.306746393442154,
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"7" : 0.066343888640404,
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"8" : 0.77016669511795,
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"9" : 0.780229866504669,
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"10" : 1.183329939842224,
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"11" : 0.801688551902771
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}
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,
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"shape" : [ 4, 3 ]
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}
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, {
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"data" : {
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"0" : -0.4663907289505,
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"1" : 0.079067341983318,
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"2" : 0.319364786148071
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}
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,
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"shape" : [ 3 ]
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}
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],
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"model" : {
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"class_name" : "Sequential",
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"config" : {
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"name" : "sequential_1",
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"layers" : [ {
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"class_name" : "Dense",
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"config" : {
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"units" : 4,
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"activation" : "linear",
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"use_bias" : 1,
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"kernel_initializer" : {
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"class_name" : "VarianceScaling",
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"config" : {
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"scale" : 1,
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"mode" : "fan_avg",
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"distribution" : "normal",
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"seed" : null
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}
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}
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,
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"bias_initializer" : {
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"class_name" : "Zeros",
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"config" : {
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}
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}
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,
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"kernel_regularizer" : null,
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"bias_regularizer" : null,
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"activity_regularizer" : null,
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"kernel_constraint" : null,
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"bias_constraint" : null,
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"name" : "dense_Dense1",
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"trainable" : 1,
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"batch_input_shape" : [ null, 2 ],
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"dtype" : "float32"
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}
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}
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, {
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"class_name" : "Dense",
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"config" : {
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"units" : 3,
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"activation" : "linear",
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"use_bias" : 1,
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"kernel_initializer" : {
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"class_name" : "VarianceScaling",
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"config" : {
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"scale" : 1,
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"mode" : "fan_avg",
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"distribution" : "normal",
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"seed" : null
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}
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}
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,
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"bias_initializer" : {
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"class_name" : "Zeros",
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"config" : {
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}
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}
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,
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"kernel_regularizer" : null,
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"bias_regularizer" : null,
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"activity_regularizer" : null,
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"kernel_constraint" : null,
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"bias_constraint" : null,
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"name" : "dense_Dense2",
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"trainable" : 1
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}
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}
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]
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}
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,
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"keras_version" : "tfjs-layers 4.20.0",
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"backend" : "tensor_flow.js"
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}
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}
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}
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,
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@ -259,7 +175,7 @@
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"numinlets" : 2,
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"numoutlets" : 5,
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"outlettype" : [ "dictionary", "", "", "", "" ],
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"patching_rect" : [ 768.0, 215.0, 133.0, 22.0 ],
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"patching_rect" : [ 768.0, 215.0, 129.0, 22.0 ],
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"saved_object_attributes" : {
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"embed" : 1,
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"legacy" : 0,
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@ -267,7 +183,7 @@
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"parameter_mappable" : 0
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}
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,
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"text" : "dict weights @embed 1"
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"text" : "dict myDict @embed 1"
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}
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}
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@ -501,8 +417,17 @@
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}
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],
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"lines" : [ {
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"patchline" : {
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"destination" : [ "obj-23", 0 ],
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"order" : 1,
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"source" : [ "obj-1", 0 ]
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}
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}
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, {
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"patchline" : {
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"destination" : [ "obj-40", 1 ],
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"order" : 0,
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"source" : [ "obj-1", 0 ]
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}
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@ -520,6 +445,13 @@
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"source" : [ "obj-11", 0 ]
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}
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}
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, {
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"patchline" : {
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"destination" : [ "obj-7", 0 ],
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"source" : [ "obj-12", 0 ]
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}
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}
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, {
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"patchline" : {
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@ -590,6 +522,20 @@
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"source" : [ "obj-20", 0 ]
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}
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}
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, {
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"patchline" : {
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"destination" : [ "obj-1", 0 ],
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"source" : [ "obj-21", 0 ]
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}
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}
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, {
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"patchline" : {
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"destination" : [ "obj-12", 0 ],
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"source" : [ "obj-23", 0 ]
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}
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}
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, {
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"patchline" : {
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