/*!
* ONNX Runtime Web v1.14.0
* Copyright (c) Microsoft Corporation. All rights reserved.
* Licensed under the MIT License.
*/
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r},t.decodeDelimited=function(t){return t instanceof s||(t=new s(t)),this.decode(t,t.uint32())},t.verify=function(t){if("object"!=typeof t||null===t)return"object expected";if(null!=t.name&&t.hasOwnProperty("name")&&!c.isString(t.name))return"name: string expected";if(null!=t.refAttrName&&t.hasOwnProperty("refAttrName")&&!c.isString(t.refAttrName))return"refAttrName: string expected";if(null!=t.docString&&t.hasOwnProperty("docString")&&!c.isString(t.docString))return"docString: string expected";if(null!=t.type&&t.hasOwnProperty("type"))switch(t.type){default:return"type: enum value expected";case 0:case 1:case 2:case 3:case 4:case 5:case 6:case 7:case 8:case 9:case 10:}if(null!=t.f&&t.hasOwnProperty("f")&&"number"!=typeof t.f)return"f: number expected";if(null!=t.i&&t.hasOwnProperty("i")&&!(c.isInteger(t.i)||t.i&&c.isInteger(t.i.low)&&c.isInteger(t.i.high)))return"i: integer|Long expected";if(null!=t.s&&t.hasOwnProperty("s")&&!(t.s&&"number"==typeof t.s.length||c.isString(t.s)))return"s: buffer expected";if(null!=t.t&&t.hasOwnProperty("t")&&(n=l.onnx.TensorProto.verify(t.t)))return"t."+n;if(null!=t.g&&t.hasOwnProperty("g")&&(n=l.onnx.GraphProto.verify(t.g)))return"g."+n;if(null!=t.floats&&t.hasOwnProperty("floats")){if(!Array.isArray(t.floats))return"floats: array expected";for(var e=0;e<t.floats.length;++e)if("number"!=typeof t.floats[e])return"floats: number[] expected"}if(null!=t.ints&&t.hasOwnProperty("ints")){if(!Array.isArray(t.ints))return"ints: array expected";for(e=0;e<t.ints.length;++e)if(!(c.isInteger(t.ints[e])||t.ints[e]&&c.isInteger(t.ints[e].low)&&c.isInteger(t.ints[e].high)))return"ints: integer|Long[] expected"}if(null!=t.strings&&t.hasOwnProperty("strings")){if(!Array.isArray(t.strings))return"strings: array expected";for(e=0;e<t.strings.length;++e)if(!(t.strings[e]&&"number"==typeof t.strings[e].length||c.isString(t.strings[e])))return"strings: buffer[] expected"}if(null!=t.tensors&&t.hasOwnProperty("tensors")){if(!Array.isArray(t.tensors))return"tensors: array expected";for(e=0;e<t.tensors.length;++e)if(n=l.onnx.TensorProto.verify(t.tensors[e]))return"tensors."+n}if(null!=t.graphs&&t.hasOwnProperty("graphs")){if(!Array.isArray(t.graphs))return"graphs: array expected";for(e=0;e<t.graphs.length;++e){var n;if(n=l.onnx.GraphProto.verify(t.graphs[e]))return"graphs."+n}}return null},t.fromObject=function(t){if(t instanceof l.onnx.AttributeProto)return t;var e=new l.onnx.AttributeProto;switch(null!=t.name&&(e.name=String(t.name)),null!=t.refAttrName&&(e.refAttrName=String(t.refAttrName)),null!=t.docString&&(e.docString=String(t.docString)),t.type){case"UNDEFINED":case 0:e.type=0;break;case"FLOAT":case 1:e.type=1;break;case"INT":case 2:e.type=2;break;case"STRING":case 3:e.type=3;break;case"TENSOR":case 4:e.type=4;break;case"GRAPH":case 5:e.type=5;break;case"FLOATS":case 6:e.type=6;break;case"INTS":case 7:e.type=7;break;case"STRINGS":case 8:e.type=8;break;case"TENSORS":case 9:e.type=9;break;case"GRAPHS":case 10:e.type=10}if(null!=t.f&&(e.f=Number(t.f)),null!=t.i&&(c.Long?(e.i=c.Long.fromValue(t.i)).unsigned=!1:"string"==typeof t.i?e.i=parseInt(t.i,10):"number"==typeof t.i?e.i=t.i:"object"==typeof t.i&&(e.i=new c.LongBits(t.i.low>>>0,t.i.high>>>0).toNumber())),null!=t.s&&("string"==typeof t.s?c.base64.decode(t.s,e.s=c.newBuffer(c.base64.length(t.s)),0):t.s.length&&(e.s=t.s)),null!=t.t){if("object"!=typeof t.t)throw TypeError(".onnx.AttributeProto.t: object expected");e.t=l.onnx.TensorProto.fromObject(t.t)}if(null!=t.g){if("object"!=typeof t.g)throw TypeError(".onnx.AttributeProto.g: object expected");e.g=l.onnx.GraphProto.fromObject(t.g)}if(t.floats){if(!Array.isArray(t.floats))throw TypeError(".onnx.AttributeProto.floats: array expected");e.floats=[];for(var n=0;n<t.floats.length;++n)e.floats[n]=Number(t.floats[n])}if(t.ints){if(!Array.isArray(t.ints))throw TypeError(".onnx.AttributeProto.ints: array expected");for(e.ints=[],n=0;n<t.ints.length;++n)c.Long?(e.ints[n]=c.Long.fromValue(t.ints[n])).unsigned=!1:"string"==typeof t.ints[n]?e.ints[n]=parseInt(t.ints[n],10):"number"==typeof t.ints[n]?e.ints[n]=t.ints[n]:"object"==typeof t.ints[n]&&(e.ints[n]=new c.LongBits(t.ints[n].low>>>0,t.ints[n].high>>>0).toNumber())}if(t.strings){if(!Array.isArray(t.strings))throw TypeError(".onnx.AttributeProto.strings: array expected");for(e.strings=[],n=0;n<t.strings.length;++n)"string"==typeof t.strings[n]?c.base64.decode(t.strings[n],e.strings[n]=c.newBuffer(c.base64.length(t.strings[n])),0):t.strings[n].length&&(e.strings[n]=t.strings[n])}if(t.tensors){if(!Array.isArray(t.tensors))throw TypeError(".onnx.AttributeProto.tensors: array expected");for(e.tensors=[],n=0;n<t.tensors.length;++n){if("object"!=typeof t.tensors[n])throw TypeError(".onnx.AttributeProto.tensors: object expected");e.tensors[n]=l.onnx.TensorProto.fromObject(t.tensors[n])}}if(t.graphs){if(!Array.isArray(t.graphs))throw TypeError(".onnx.AttributeProto.graphs: array expected");for(e.graphs=[],n=0;n<t.graphs.length;++n){if("object"!=typeof t.graphs[n])throw TypeError(".onnx.AttributeProto.graphs: object expected");e.graphs[n]=l.onnx.GraphProto.fromObject(t.graphs[n])}}return e},t.toObject=function(t,e){e||(e={});var n={};if((e.arrays||e.defaults)&&(n.floats=[],n.ints=[],n.strings=[],n.tensors=[],n.graphs=[]),e.defaults){if(n.name="",n.f=0,c.Long){var r=new c.Long(0,0,!1);n.i=e.longs===String?r.toString():e.longs===Number?r.toNumber():r}else n.i=e.longs===String?"0":0;e.bytes===String?n.s="":(n.s=[],e.bytes!==Array&&(n.s=c.newBuffer(n.s))),n.t=null,n.g=null,n.docString="",n.type=e.enums===String?"UNDEFINED":0,n.refAttrName=""}if(null!=t.name&&t.hasOwnProperty("name")&&(n.name=t.name),null!=t.f&&t.hasOwnProperty("f")&&(n.f=e.json&&!isFinite(t.f)?String(t.f):t.f),null!=t.i&&t.hasOwnProperty("i")&&("number"==typeof t.i?n.i=e.longs===String?String(t.i):t.i:n.i=e.longs===String?c.Long.prototype.toString.call(t.i):e.longs===Number?new c.LongBits(t.i.low>>>0,t.i.high>>>0).toNumber():t.i),null!=t.s&&t.hasOwnProperty("s")&&(n.s=e.bytes===String?c.base64.encode(t.s,0,t.s.length):e.bytes===Array?Array.prototype.slice.call(t.s):t.s),null!=t.t&&t.hasOwnProperty("t")&&(n.t=l.onnx.TensorProto.toObject(t.t,e)),null!=t.g&&t.hasOwnProperty("g")&&(n.g=l.onnx.GraphProto.toObject(t.g,e)),t.floats&&t.floats.length){n.floats=[];for(var o=0;o<t.floats.length;++o)n.floats[o]=e.json&&!isFinite(t.floats[o])?String(t.floats[o]):t.floats[o]}if(t.ints&&t.ints.length)for(n.ints=[],o=0;o<t.ints.length;++o)"number"==typeof t.ints[o]?n.ints[o]=e.longs===String?String(t.ints[o]):t.ints[o]:n.ints[o]=e.longs===String?c.Long.prototype.toString.call(t.ints[o]):e.longs===Number?new c.LongBits(t.ints[o].low>>>0,t.ints[o].high>>>0).toNumber():t.ints[o];if(t.strings&&t.strings.length)for(n.strings=[],o=0;o<t.strings.length;++o)n.strings[o]=e.bytes===String?c.base64.encode(t.strings[o],0,t.strings[o].length):e.bytes===Array?Array.prototype.slice.call(t.strings[o]):t.strings[o];if(t.tensors&&t.tensors.length)for(n.tensors=[],o=0;o<t.tensors.length;++o)n.tensors[o]=l.onnx.TensorProto.toObject(t.tensors[o],e);if(t.graphs&&t.graphs.length)for(n.graphs=[],o=0;o<t.graphs.length;++o)n.graphs[o]=l.onnx.GraphProto.toObject(t.graphs[o],e);return null!=t.docString&&t.hasOwnProperty("docString")&&(n.docString=t.docString),null!=t.type&&t.hasOwnProperty("type")&&(n.type=e.enums===String?l.onnx.AttributeProto.AttributeType[t.type]:t.type),null!=t.refAttrName&&t.hasOwnProperty("refAttrName")&&(n.refAttrName=t.refAttrName),n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t.AttributeType=function(){var t={},e=Object.create(t);return e[t[0]="UNDEFINED"]=0,e[t[1]="FLOAT"]=1,e[t[2]="INT"]=2,e[t[3]="STRING"]=3,e[t[4]="TENSOR"]=4,e[t[5]="GRAPH"]=5,e[t[6]="FLOATS"]=6,e[t[7]="INTS"]=7,e[t[8]="STRINGS"]=8,e[t[9]="TENSORS"]=9,e[t[10]="GRAPHS"]=10,e}(),t}(),i.ValueInfoProto=function(){function t(t){if(t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.name="",t.prototype.type=null,t.prototype.docString="",t.create=function(e){return new t(e)},t.encode=function(t,e){return e||(e=u.create()),null!=t.name&&t.hasOwnProperty("name")&&e.uint32(10).string(t.name),null!=t.type&&t.hasOwnProperty("type")&&l.onnx.TypeProto.encode(t.type,e.uint32(18).fork()).ldelim(),null!=t.docString&&t.hasOwnProperty("docString")&&e.uint32(26).string(t.docString),e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.ValueInfoProto;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:r.name=t.string();break;case 2:r.type=l.onnx.TypeProto.decode(t,t.uint32());break;case 3:r.docString=t.string();break;default:t.skipType(7&o)}}return r},t.decodeDelimited=function(t){return t instanceof s||(t=new s(t)),this.decode(t,t.uint32())},t.verify=function(t){if("object"!=typeof t||null===t)return"object expected";if(null!=t.name&&t.hasOwnProperty("name")&&!c.isString(t.name))return"name: string expected";if(null!=t.type&&t.hasOwnProperty("type")){var e=l.onnx.TypeProto.verify(t.type);if(e)return"type."+e}return null!=t.docString&&t.hasOwnProperty("docString")&&!c.isString(t.docString)?"docString: string expected":null},t.fromObject=function(t){if(t instanceof l.onnx.ValueInfoProto)return t;var e=new l.onnx.ValueInfoProto;if(null!=t.name&&(e.name=String(t.name)),null!=t.type){if("object"!=typeof t.type)throw TypeError(".onnx.ValueInfoProto.type: object expected");e.type=l.onnx.TypeProto.fromObject(t.type)}return null!=t.docString&&(e.docString=String(t.docString)),e},t.toObject=function(t,e){e||(e={});var n={};return e.defaults&&(n.name="",n.type=null,n.docString=""),null!=t.name&&t.hasOwnProperty("name")&&(n.name=t.name),null!=t.type&&t.hasOwnProperty("type")&&(n.type=l.onnx.TypeProto.toObject(t.type,e)),null!=t.docString&&t.hasOwnProperty("docString")&&(n.docString=t.docString),n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),i.NodeProto=function(){function t(t){if(this.input=[],this.output=[],this.attribute=[],t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.input=c.emptyArray,t.prototype.output=c.emptyArray,t.prototype.name="",t.prototype.opType="",t.prototype.domain="",t.prototype.attribute=c.emptyArray,t.prototype.docString="",t.create=function(e){return new t(e)},t.encode=function(t,e){if(e||(e=u.create()),null!=t.input&&t.input.length)for(var n=0;n<t.input.length;++n)e.uint32(10).string(t.input[n]);if(null!=t.output&&t.output.length)for(n=0;n<t.output.length;++n)e.uint32(18).string(t.output[n]);if(null!=t.name&&t.hasOwnProperty("name")&&e.uint32(26).string(t.name),null!=t.opType&&t.hasOwnProperty("opType")&&e.uint32(34).string(t.opType),null!=t.attribute&&t.attribute.length)for(n=0;n<t.attribute.length;++n)l.onnx.AttributeProto.encode(t.attribute[n],e.uint32(42).fork()).ldelim();return null!=t.docString&&t.hasOwnProperty("docString")&&e.uint32(50).string(t.docString),null!=t.domain&&t.hasOwnProperty("domain")&&e.uint32(58).string(t.domain),e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.NodeProto;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:r.input&&r.input.length||(r.input=[]),r.input.push(t.string());break;case 2:r.output&&r.output.length||(r.output=[]),r.output.push(t.string());break;case 3:r.name=t.string();break;case 4:r.opType=t.string();break;case 7:r.domain=t.string();break;case 5:r.attribute&&r.attribute.length||(r.attribute=[]),r.attribute.push(l.onnx.AttributeProto.decode(t,t.uint32()));break;case 6:r.docString=t.string();break;default:t.skipType(7&o)}}return r},t.decodeDelimited=function(t){return t instanceof s||(t=new s(t)),this.decode(t,t.uint32())},t.verify=function(t){if("object"!=typeof t||null===t)return"object expected";if(null!=t.input&&t.hasOwnProperty("input")){if(!Array.isArray(t.input))return"input: array expected";for(var e=0;e<t.input.length;++e)if(!c.isString(t.input[e]))return"input: string[] expected"}if(null!=t.output&&t.hasOwnProperty("output")){if(!Array.isArray(t.output))return"output: array expected";for(e=0;e<t.output.length;++e)if(!c.isString(t.output[e]))return"output: string[] expected"}if(null!=t.name&&t.hasOwnProperty("name")&&!c.isString(t.name))return"name: string expected";if(null!=t.opType&&t.hasOwnProperty("opType")&&!c.isString(t.opType))return"opType: string expected";if(null!=t.domain&&t.hasOwnProperty("domain")&&!c.isString(t.domain))return"domain: string expected";if(null!=t.attribute&&t.hasOwnProperty("attribute")){if(!Array.isArray(t.attribute))return"attribute: array expected";for(e=0;e<t.attribute.length;++e){var n=l.onnx.AttributeProto.verify(t.attribute[e]);if(n)return"attribute."+n}}return null!=t.docString&&t.hasOwnProperty("docString")&&!c.isString(t.docString)?"docString: string expected":null},t.fromObject=function(t){if(t instanceof l.onnx.NodeProto)return t;var e=new l.onnx.NodeProto;if(t.input){if(!Array.isArray(t.input))throw TypeError(".onnx.NodeProto.input: array expected");e.input=[];for(var n=0;n<t.input.length;++n)e.input[n]=String(t.input[n])}if(t.output){if(!Array.isArray(t.output))throw TypeError(".onnx.NodeProto.output: array expected");for(e.output=[],n=0;n<t.output.length;++n)e.output[n]=String(t.output[n])}if(null!=t.name&&(e.name=String(t.name)),null!=t.opType&&(e.opType=String(t.opType)),null!=t.domain&&(e.domain=String(t.domain)),t.attribute){if(!Array.isArray(t.attribute))throw TypeError(".onnx.NodeProto.attribute: array expected");for(e.attribute=[],n=0;n<t.attribute.length;++n){if("object"!=typeof t.attribute[n])throw TypeError(".onnx.NodeProto.attribute: object expected");e.attribute[n]=l.onnx.AttributeProto.fromObject(t.attribute[n])}}return null!=t.docString&&(e.docString=String(t.docString)),e},t.toObject=function(t,e){e||(e={});var n={};if((e.arrays||e.defaults)&&(n.input=[],n.output=[],n.attribute=[]),e.defaults&&(n.name="",n.opType="",n.docString="",n.domain=""),t.input&&t.input.length){n.input=[];for(var r=0;r<t.input.length;++r)n.input[r]=t.input[r]}if(t.output&&t.output.length)for(n.output=[],r=0;r<t.output.length;++r)n.output[r]=t.output[r];if(null!=t.name&&t.hasOwnProperty("name")&&(n.name=t.name),null!=t.opType&&t.hasOwnProperty("opType")&&(n.opType=t.opType),t.attribute&&t.attribute.length)for(n.attribute=[],r=0;r<t.attribute.length;++r)n.attribute[r]=l.onnx.AttributeProto.toObject(t.attribute[r],e);return null!=t.docString&&t.hasOwnProperty("docString")&&(n.docString=t.docString),null!=t.domain&&t.hasOwnProperty("domain")&&(n.domain=t.domain),n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),i.ModelProto=function(){function t(t){if(this.opsetImport=[],this.metadataProps=[],t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.irVersion=c.Long?c.Long.fromBits(0,0,!1):0,t.prototype.opsetImport=c.emptyArray,t.prototype.producerName="",t.prototype.producerVersion="",t.prototype.domain="",t.prototype.modelVersion=c.Long?c.Long.fromBits(0,0,!1):0,t.prototype.docString="",t.prototype.graph=null,t.prototype.metadataProps=c.emptyArray,t.create=function(e){return new t(e)},t.encode=function(t,e){if(e||(e=u.create()),null!=t.irVersion&&t.hasOwnProperty("irVersion")&&e.uint32(8).int64(t.irVersion),null!=t.producerName&&t.hasOwnProperty("producerName")&&e.uint32(18).string(t.producerName),null!=t.producerVersion&&t.hasOwnProperty("producerVersion")&&e.uint32(26).string(t.producerVersion),null!=t.domain&&t.hasOwnProperty("domain")&&e.uint32(34).string(t.domain),null!=t.modelVersion&&t.hasOwnProperty("modelVersion")&&e.uint32(40).int64(t.modelVersion),null!=t.docString&&t.hasOwnProperty("docString")&&e.uint32(50).string(t.docString),null!=t.graph&&t.hasOwnProperty("graph")&&l.onnx.GraphProto.encode(t.graph,e.uint32(58).fork()).ldelim(),null!=t.opsetImport&&t.opsetImport.length)for(var n=0;n<t.opsetImport.length;++n)l.onnx.OperatorSetIdProto.encode(t.opsetImport[n],e.uint32(66).fork()).ldelim();if(null!=t.metadataProps&&t.metadataProps.length)for(n=0;n<t.metadataProps.length;++n)l.onnx.StringStringEntryProto.encode(t.metadataProps[n],e.uint32(114).fork()).ldelim();return e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.ModelProto;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:r.irVersion=t.int64();break;case 8:r.opsetImport&&r.opsetImport.length||(r.opsetImport=[]),r.opsetImport.push(l.onnx.OperatorSetIdProto.decode(t,t.uint32()));break;case 2:r.producerName=t.string();break;case 3:r.producerVersion=t.string();break;case 4:r.domain=t.string();break;case 5:r.modelVersion=t.int64();break;case 6:r.docString=t.string();break;case 7:r.graph=l.onnx.GraphProto.decode(t,t.uint32());break;case 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o=0;o<t.opsetImport.length;++o)n.opsetImport[o]=l.onnx.OperatorSetIdProto.toObject(t.opsetImport[o],e)}if(t.metadataProps&&t.metadataProps.length)for(n.metadataProps=[],o=0;o<t.metadataProps.length;++o)n.metadataProps[o]=l.onnx.StringStringEntryProto.toObject(t.metadataProps[o],e);return n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),i.StringStringEntryProto=function(){function t(t){if(t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.key="",t.prototype.value="",t.create=function(e){return new t(e)},t.encode=function(t,e){return e||(e=u.create()),null!=t.key&&t.hasOwnProperty("key")&&e.uint32(10).string(t.key),null!=t.value&&t.hasOwnProperty("value")&&e.uint32(18).string(t.value),e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.StringStringEntryProto;t.pos<n;){var 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r=0;r<t.quantParameterTensorNames.length;++r)n.quantParameterTensorNames[r]=l.onnx.StringStringEntryProto.toObject(t.quantParameterTensorNames[r],e)}return n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),i.GraphProto=function(){function t(t){if(this.node=[],this.initializer=[],this.input=[],this.output=[],this.valueInfo=[],this.quantizationAnnotation=[],t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.node=c.emptyArray,t.prototype.name="",t.prototype.initializer=c.emptyArray,t.prototype.docString="",t.prototype.input=c.emptyArray,t.prototype.output=c.emptyArray,t.prototype.valueInfo=c.emptyArray,t.prototype.quantizationAnnotation=c.emptyArray,t.create=function(e){return new t(e)},t.encode=function(t,e){if(e||(e=u.create()),null!=t.node&&t.node.length)for(var 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e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.GraphProto;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:r.node&&r.node.length||(r.node=[]),r.node.push(l.onnx.NodeProto.decode(t,t.uint32()));break;case 2:r.name=t.string();break;case 5:r.initializer&&r.initializer.length||(r.initializer=[]),r.initializer.push(l.onnx.TensorProto.decode(t,t.uint32()));break;case 10:r.docString=t.string();break;case 11:r.input&&r.input.length||(r.input=[]),r.input.push(l.onnx.ValueInfoProto.decode(t,t.uint32()));break;case 12:r.output&&r.output.length||(r.output=[]),r.output.push(l.onnx.ValueInfoProto.decode(t,t.uint32()));break;case 13:r.valueInfo&&r.valueInfo.length||(r.valueInfo=[]),r.valueInfo.push(l.onnx.ValueInfoProto.decode(t,t.uint32()));break;case 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instanceof l.onnx.GraphProto)return t;var e=new l.onnx.GraphProto;if(t.node){if(!Array.isArray(t.node))throw TypeError(".onnx.GraphProto.node: array expected");e.node=[];for(var n=0;n<t.node.length;++n){if("object"!=typeof t.node[n])throw TypeError(".onnx.GraphProto.node: object expected");e.node[n]=l.onnx.NodeProto.fromObject(t.node[n])}}if(null!=t.name&&(e.name=String(t.name)),t.initializer){if(!Array.isArray(t.initializer))throw TypeError(".onnx.GraphProto.initializer: array expected");for(e.initializer=[],n=0;n<t.initializer.length;++n){if("object"!=typeof t.initializer[n])throw TypeError(".onnx.GraphProto.initializer: object expected");e.initializer[n]=l.onnx.TensorProto.fromObject(t.initializer[n])}}if(null!=t.docString&&(e.docString=String(t.docString)),t.input){if(!Array.isArray(t.input))throw TypeError(".onnx.GraphProto.input: array expected");for(e.input=[],n=0;n<t.input.length;++n){if("object"!=typeof t.input[n])throw TypeError(".onnx.GraphProto.input: object 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TypeError(".onnx.GraphProto.quantizationAnnotation: object expected");e.quantizationAnnotation[n]=l.onnx.TensorAnnotation.fromObject(t.quantizationAnnotation[n])}}return e},t.toObject=function(t,e){e||(e={});var n={};if((e.arrays||e.defaults)&&(n.node=[],n.initializer=[],n.input=[],n.output=[],n.valueInfo=[],n.quantizationAnnotation=[]),e.defaults&&(n.name="",n.docString=""),t.node&&t.node.length){n.node=[];for(var r=0;r<t.node.length;++r)n.node[r]=l.onnx.NodeProto.toObject(t.node[r],e)}if(null!=t.name&&t.hasOwnProperty("name")&&(n.name=t.name),t.initializer&&t.initializer.length)for(n.initializer=[],r=0;r<t.initializer.length;++r)n.initializer[r]=l.onnx.TensorProto.toObject(t.initializer[r],e);if(null!=t.docString&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.input&&t.input.length)for(n.input=[],r=0;r<t.input.length;++r)n.input[r]=l.onnx.ValueInfoProto.toObject(t.input[r],e);if(t.output&&t.output.length)for(n.output=[],r=0;r<t.output.length;++r)n.output[r]=l.onnx.ValueInfoProto.toObject(t.output[r],e);if(t.valueInfo&&t.valueInfo.length)for(n.valueInfo=[],r=0;r<t.valueInfo.length;++r)n.valueInfo[r]=l.onnx.ValueInfoProto.toObject(t.valueInfo[r],e);if(t.quantizationAnnotation&&t.quantizationAnnotation.length)for(n.quantizationAnnotation=[],r=0;r<t.quantizationAnnotation.length;++r)n.quantizationAnnotation[r]=l.onnx.TensorAnnotation.toObject(t.quantizationAnnotation[r],e);return n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t}(),i.TensorProto=function(){function t(t){if(this.dims=[],this.floatData=[],this.int32Data=[],this.stringData=[],this.int64Data=[],this.externalData=[],this.doubleData=[],this.uint64Data=[],t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.dims=c.emptyArray,t.prototype.dataType=0,t.prototype.segment=null,t.prototype.floatData=c.emptyArray,t.prototype.int32Data=c.emptyArray,t.prototype.stringData=c.emptyArray,t.prototype.int64Data=c.emptyArray,t.prototype.name="",t.prototype.docString="",t.prototype.rawData=c.newBuffer([]),t.prototype.externalData=c.emptyArray,t.prototype.dataLocation=0,t.prototype.doubleData=c.emptyArray,t.prototype.uint64Data=c.emptyArray,t.create=function(e){return new t(e)},t.encode=function(t,e){if(e||(e=u.create()),null!=t.dims&&t.dims.length){e.uint32(10).fork();for(var n=0;n<t.dims.length;++n)e.int64(t.dims[n]);e.ldelim()}if(null!=t.dataType&&t.hasOwnProperty("dataType")&&e.uint32(16).int32(t.dataType),null!=t.segment&&t.hasOwnProperty("segment")&&l.onnx.TensorProto.Segment.encode(t.segment,e.uint32(26).fork()).ldelim(),null!=t.floatData&&t.floatData.length){for(e.uint32(34).fork(),n=0;n<t.floatData.length;++n)e.float(t.floatData[n]);e.ldelim()}if(null!=t.int32Data&&t.int32Data.length){for(e.uint32(42).fork(),n=0;n<t.int32Data.length;++n)e.int32(t.int32Data[n]);e.ldelim()}if(null!=t.stringData&&t.stringData.length)for(n=0;n<t.stringData.length;++n)e.uint32(50).bytes(t.stringData[n]);if(null!=t.int64Data&&t.int64Data.length){for(e.uint32(58).fork(),n=0;n<t.int64Data.length;++n)e.int64(t.int64Data[n]);e.ldelim()}if(null!=t.name&&t.hasOwnProperty("name")&&e.uint32(66).string(t.name),null!=t.rawData&&t.hasOwnProperty("rawData")&&e.uint32(74).bytes(t.rawData),null!=t.doubleData&&t.doubleData.length){for(e.uint32(82).fork(),n=0;n<t.doubleData.length;++n)e.double(t.doubleData[n]);e.ldelim()}if(null!=t.uint64Data&&t.uint64Data.length){for(e.uint32(90).fork(),n=0;n<t.uint64Data.length;++n)e.uint64(t.uint64Data[n]);e.ldelim()}if(null!=t.docString&&t.hasOwnProperty("docString")&&e.uint32(98).string(t.docString),null!=t.externalData&&t.externalData.length)for(n=0;n<t.externalData.length;++n)l.onnx.StringStringEntryProto.encode(t.externalData[n],e.uint32(106).fork()).ldelim();return null!=t.dataLocation&&t.hasOwnProperty("dataLocation")&&e.uint32(112).int32(t.dataLocation),e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.TensorProto;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:if(r.dims&&r.dims.length||(r.dims=[]),2==(7&o))for(var i=t.uint32()+t.pos;t.pos<i;)r.dims.push(t.int64());else r.dims.push(t.int64());break;case 2:r.dataType=t.int32();break;case 3:r.segment=l.onnx.TensorProto.Segment.decode(t,t.uint32());break;case 4:if(r.floatData&&r.floatData.length||(r.floatData=[]),2==(7&o))for(i=t.uint32()+t.pos;t.pos<i;)r.floatData.push(t.float());else r.floatData.push(t.float());break;case 5:if(r.int32Data&&r.int32Data.length||(r.int32Data=[]),2==(7&o))for(i=t.uint32()+t.pos;t.pos<i;)r.int32Data.push(t.int32());else r.int32Data.push(t.int32());break;case 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expected";for(e=0;e<t.int32Data.length;++e)if(!c.isInteger(t.int32Data[e]))return"int32Data: integer[] expected"}if(null!=t.stringData&&t.hasOwnProperty("stringData")){if(!Array.isArray(t.stringData))return"stringData: array expected";for(e=0;e<t.stringData.length;++e)if(!(t.stringData[e]&&"number"==typeof t.stringData[e].length||c.isString(t.stringData[e])))return"stringData: buffer[] expected"}if(null!=t.int64Data&&t.hasOwnProperty("int64Data")){if(!Array.isArray(t.int64Data))return"int64Data: array expected";for(e=0;e<t.int64Data.length;++e)if(!(c.isInteger(t.int64Data[e])||t.int64Data[e]&&c.isInteger(t.int64Data[e].low)&&c.isInteger(t.int64Data[e].high)))return"int64Data: integer|Long[] expected"}if(null!=t.name&&t.hasOwnProperty("name")&&!c.isString(t.name))return"name: string expected";if(null!=t.docString&&t.hasOwnProperty("docString")&&!c.isString(t.docString))return"docString: string expected";if(null!=t.rawData&&t.hasOwnProperty("rawData")&&!(t.rawData&&"number"==typeof t.rawData.length||c.isString(t.rawData)))return"rawData: buffer expected";if(null!=t.externalData&&t.hasOwnProperty("externalData")){if(!Array.isArray(t.externalData))return"externalData: array expected";for(e=0;e<t.externalData.length;++e){var n;if(n=l.onnx.StringStringEntryProto.verify(t.externalData[e]))return"externalData."+n}}if(null!=t.dataLocation&&t.hasOwnProperty("dataLocation"))switch(t.dataLocation){default:return"dataLocation: enum value expected";case 0:case 1:}if(null!=t.doubleData&&t.hasOwnProperty("doubleData")){if(!Array.isArray(t.doubleData))return"doubleData: array expected";for(e=0;e<t.doubleData.length;++e)if("number"!=typeof t.doubleData[e])return"doubleData: number[] expected"}if(null!=t.uint64Data&&t.hasOwnProperty("uint64Data")){if(!Array.isArray(t.uint64Data))return"uint64Data: array expected";for(e=0;e<t.uint64Data.length;++e)if(!(c.isInteger(t.uint64Data[e])||t.uint64Data[e]&&c.isInteger(t.uint64Data[e].low)&&c.isInteger(t.uint64Data[e].high)))return"uint64Data: integer|Long[] expected"}return null},t.fromObject=function(t){if(t instanceof l.onnx.TensorProto)return t;var e=new l.onnx.TensorProto;if(t.dims){if(!Array.isArray(t.dims))throw TypeError(".onnx.TensorProto.dims: array expected");e.dims=[];for(var n=0;n<t.dims.length;++n)c.Long?(e.dims[n]=c.Long.fromValue(t.dims[n])).unsigned=!1:"string"==typeof t.dims[n]?e.dims[n]=parseInt(t.dims[n],10):"number"==typeof t.dims[n]?e.dims[n]=t.dims[n]:"object"==typeof t.dims[n]&&(e.dims[n]=new c.LongBits(t.dims[n].low>>>0,t.dims[n].high>>>0).toNumber())}if(null!=t.dataType&&(e.dataType=0|t.dataType),null!=t.segment){if("object"!=typeof t.segment)throw TypeError(".onnx.TensorProto.segment: object expected");e.segment=l.onnx.TensorProto.Segment.fromObject(t.segment)}if(t.floatData){if(!Array.isArray(t.floatData))throw TypeError(".onnx.TensorProto.floatData: array expected");for(e.floatData=[],n=0;n<t.floatData.length;++n)e.floatData[n]=Number(t.floatData[n])}if(t.int32Data){if(!Array.isArray(t.int32Data))throw TypeError(".onnx.TensorProto.int32Data: array expected");for(e.int32Data=[],n=0;n<t.int32Data.length;++n)e.int32Data[n]=0|t.int32Data[n]}if(t.stringData){if(!Array.isArray(t.stringData))throw TypeError(".onnx.TensorProto.stringData: array expected");for(e.stringData=[],n=0;n<t.stringData.length;++n)"string"==typeof t.stringData[n]?c.base64.decode(t.stringData[n],e.stringData[n]=c.newBuffer(c.base64.length(t.stringData[n])),0):t.stringData[n].length&&(e.stringData[n]=t.stringData[n])}if(t.int64Data){if(!Array.isArray(t.int64Data))throw TypeError(".onnx.TensorProto.int64Data: array expected");for(e.int64Data=[],n=0;n<t.int64Data.length;++n)c.Long?(e.int64Data[n]=c.Long.fromValue(t.int64Data[n])).unsigned=!1:"string"==typeof t.int64Data[n]?e.int64Data[n]=parseInt(t.int64Data[n],10):"number"==typeof t.int64Data[n]?e.int64Data[n]=t.int64Data[n]:"object"==typeof t.int64Data[n]&&(e.int64Data[n]=new c.LongBits(t.int64Data[n].low>>>0,t.int64Data[n].high>>>0).toNumber())}if(null!=t.name&&(e.name=String(t.name)),null!=t.docString&&(e.docString=String(t.docString)),null!=t.rawData&&("string"==typeof t.rawData?c.base64.decode(t.rawData,e.rawData=c.newBuffer(c.base64.length(t.rawData)),0):t.rawData.length&&(e.rawData=t.rawData)),t.externalData){if(!Array.isArray(t.externalData))throw TypeError(".onnx.TensorProto.externalData: array expected");for(e.externalData=[],n=0;n<t.externalData.length;++n){if("object"!=typeof t.externalData[n])throw TypeError(".onnx.TensorProto.externalData: object expected");e.externalData[n]=l.onnx.StringStringEntryProto.fromObject(t.externalData[n])}}switch(t.dataLocation){case"DEFAULT":case 0:e.dataLocation=0;break;case"EXTERNAL":case 1:e.dataLocation=1}if(t.doubleData){if(!Array.isArray(t.doubleData))throw TypeError(".onnx.TensorProto.doubleData: array expected");for(e.doubleData=[],n=0;n<t.doubleData.length;++n)e.doubleData[n]=Number(t.doubleData[n])}if(t.uint64Data){if(!Array.isArray(t.uint64Data))throw TypeError(".onnx.TensorProto.uint64Data: array expected");for(e.uint64Data=[],n=0;n<t.uint64Data.length;++n)c.Long?(e.uint64Data[n]=c.Long.fromValue(t.uint64Data[n])).unsigned=!0:"string"==typeof t.uint64Data[n]?e.uint64Data[n]=parseInt(t.uint64Data[n],10):"number"==typeof t.uint64Data[n]?e.uint64Data[n]=t.uint64Data[n]:"object"==typeof t.uint64Data[n]&&(e.uint64Data[n]=new c.LongBits(t.uint64Data[n].low>>>0,t.uint64Data[n].high>>>0).toNumber(!0))}return e},t.toObject=function(t,e){e||(e={});var n={};if((e.arrays||e.defaults)&&(n.dims=[],n.floatData=[],n.int32Data=[],n.stringData=[],n.int64Data=[],n.doubleData=[],n.uint64Data=[],n.externalData=[]),e.defaults&&(n.dataType=0,n.segment=null,n.name="",e.bytes===String?n.rawData="":(n.rawData=[],e.bytes!==Array&&(n.rawData=c.newBuffer(n.rawData))),n.docString="",n.dataLocation=e.enums===String?"DEFAULT":0),t.dims&&t.dims.length){n.dims=[];for(var r=0;r<t.dims.length;++r)"number"==typeof t.dims[r]?n.dims[r]=e.longs===String?String(t.dims[r]):t.dims[r]:n.dims[r]=e.longs===String?c.Long.prototype.toString.call(t.dims[r]):e.longs===Number?new c.LongBits(t.dims[r].low>>>0,t.dims[r].high>>>0).toNumber():t.dims[r]}if(null!=t.dataType&&t.hasOwnProperty("dataType")&&(n.dataType=t.dataType),null!=t.segment&&t.hasOwnProperty("segment")&&(n.segment=l.onnx.TensorProto.Segment.toObject(t.segment,e)),t.floatData&&t.floatData.length)for(n.floatData=[],r=0;r<t.floatData.length;++r)n.floatData[r]=e.json&&!isFinite(t.floatData[r])?String(t.floatData[r]):t.floatData[r];if(t.int32Data&&t.int32Data.length)for(n.int32Data=[],r=0;r<t.int32Data.length;++r)n.int32Data[r]=t.int32Data[r];if(t.stringData&&t.stringData.length)for(n.stringData=[],r=0;r<t.stringData.length;++r)n.stringData[r]=e.bytes===String?c.base64.encode(t.stringData[r],0,t.stringData[r].length):e.bytes===Array?Array.prototype.slice.call(t.stringData[r]):t.stringData[r];if(t.int64Data&&t.int64Data.length)for(n.int64Data=[],r=0;r<t.int64Data.length;++r)"number"==typeof t.int64Data[r]?n.int64Data[r]=e.longs===String?String(t.int64Data[r]):t.int64Data[r]:n.int64Data[r]=e.longs===String?c.Long.prototype.toString.call(t.int64Data[r]):e.longs===Number?new c.LongBits(t.int64Data[r].low>>>0,t.int64Data[r].high>>>0).toNumber():t.int64Data[r];if(null!=t.name&&t.hasOwnProperty("name")&&(n.name=t.name),null!=t.rawData&&t.hasOwnProperty("rawData")&&(n.rawData=e.bytes===String?c.base64.encode(t.rawData,0,t.rawData.length):e.bytes===Array?Array.prototype.slice.call(t.rawData):t.rawData),t.doubleData&&t.doubleData.length)for(n.doubleData=[],r=0;r<t.doubleData.length;++r)n.doubleData[r]=e.json&&!isFinite(t.doubleData[r])?String(t.doubleData[r]):t.doubleData[r];if(t.uint64Data&&t.uint64Data.length)for(n.uint64Data=[],r=0;r<t.uint64Data.length;++r)"number"==typeof t.uint64Data[r]?n.uint64Data[r]=e.longs===String?String(t.uint64Data[r]):t.uint64Data[r]:n.uint64Data[r]=e.longs===String?c.Long.prototype.toString.call(t.uint64Data[r]):e.longs===Number?new c.LongBits(t.uint64Data[r].low>>>0,t.uint64Data[r].high>>>0).toNumber(!0):t.uint64Data[r];if(null!=t.docString&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.externalData&&t.externalData.length)for(n.externalData=[],r=0;r<t.externalData.length;++r)n.externalData[r]=l.onnx.StringStringEntryProto.toObject(t.externalData[r],e);return null!=t.dataLocation&&t.hasOwnProperty("dataLocation")&&(n.dataLocation=e.enums===String?l.onnx.TensorProto.DataLocation[t.dataLocation]:t.dataLocation),n},t.prototype.toJSON=function(){return this.constructor.toObject(this,a.util.toJSONOptions)},t.DataType=function(){var t={},e=Object.create(t);return e[t[0]="UNDEFINED"]=0,e[t[1]="FLOAT"]=1,e[t[2]="UINT8"]=2,e[t[3]="INT8"]=3,e[t[4]="UINT16"]=4,e[t[5]="INT16"]=5,e[t[6]="INT32"]=6,e[t[7]="INT64"]=7,e[t[8]="STRING"]=8,e[t[9]="BOOL"]=9,e[t[10]="FLOAT16"]=10,e[t[11]="DOUBLE"]=11,e[t[12]="UINT32"]=12,e[t[13]="UINT64"]=13,e[t[14]="COMPLEX64"]=14,e[t[15]="COMPLEX128"]=15,e[t[16]="BFLOAT16"]=16,e}(),t.Segment=function(){function t(t){if(t)for(var e=Object.keys(t),n=0;n<e.length;++n)null!=t[e[n]]&&(this[e[n]]=t[e[n]])}return t.prototype.begin=c.Long?c.Long.fromBits(0,0,!1):0,t.prototype.end=c.Long?c.Long.fromBits(0,0,!1):0,t.create=function(e){return new t(e)},t.encode=function(t,e){return e||(e=u.create()),null!=t.begin&&t.hasOwnProperty("begin")&&e.uint32(8).int64(t.begin),null!=t.end&&t.hasOwnProperty("end")&&e.uint32(16).int64(t.end),e},t.encodeDelimited=function(t,e){return this.encode(t,e).ldelim()},t.decode=function(t,e){t instanceof s||(t=s.create(t));for(var n=void 0===e?t.len:t.pos+e,r=new l.onnx.TensorProto.Segment;t.pos<n;){var o=t.uint32();switch(o>>>3){case 1:r.begin=t.int64();break;case 2:r.end=t.int64();break;default:t.skipType(7&o)}}return r},t.decodeDelimited=function(t){return t instanceof s||(t=new s(t)),this.decode(t,t.uint32())},t.verify=function(t){return"object"!=typeof t||null===t?"object expected":null!=t.begin&&t.hasOwnProperty("begin")&&!(c.isInteger(t.begin)||t.begin&&c.isInteger(t.begin.low)&&c.isInteger(t.begin.high))?"begin: integer|Long expected":null!=t.end&&t.hasOwnProperty("end")&&!(c.isInteger(t.end)||t.end&&c.isInteger(t.end.low)&&c.isInteger(t.end.high))?"end: integer|Long expected":null},t.fromObject=function(t){if(t instanceof l.onnx.TensorProto.Segment)return t;var e=new l.onnx.TensorProto.Segment;return null!=t.begin&&(c.Long?(e.begin=c.Long.fromValue(t.begin)).unsigned=!1:"string"==typeof t.begin?e.begin=parseInt(t.begin,10):"number"==typeof t.begin?e.begin=t.begin:"object"==typeof t.begin&&(e.begin=new 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u.GlslLibRoutine(n)},e.prototype.getOutputUnpacked3DCoords=function(t,e){var n,r=t.length,o=null;r<2&&(o=[]),(o=new Array(r-1))[r-2]=t[r-1];for(var i=r-3;i>=0;--i)o[i]=o[i+1]*t[i+1];var a=["r","c","d"],s=o.map((function(t,e){var n="int ".concat(a[e]," = index / ").concat(t),r=e===o.length-1?"int ".concat(a[e+1]," = index - ").concat(a[e]," * ").concat(t):"index -= ".concat(a[e]," * ").concat(t);return"".concat(n,"; ").concat(r,";")})).join("");return n="\n        ivec3 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(".concat(e[0],", ").concat(e[1],"));\n          int index = resTexRC.y * ").concat(e[0]," + resTexRC.x;\n          ").concat(s,"\n          return ivec3(r, c, d);\n        }\n      "),new u.GlslLibRoutine(n)},e.prototype.getOutputUnpacked4DCoords=function(t,e){var n,r=t.length,o=null;r<2&&(o=[]),(o=new Array(r-1))[r-2]=t[r-1];for(var i=r-3;i>=0;--i)o[i]=o[i+1]*t[i+1];var a=["r","c","d","d2"],s=o.map((function(t,e){var n="int ".concat(a[e]," = index / ").concat(t),r=e===o.length-1?"int ".concat(a[e+1]," = index - ").concat(a[e]," * ").concat(t):"index -= ".concat(a[e]," * ").concat(t);return"".concat(n,"; ").concat(r,";")})).join("");return n="\n      ivec4 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(".concat(e[0],", ").concat(e[1],"));\n          int index = resTexRC.y * ").concat(e[0]," + resTexRC.x;\n          ").concat(s,"\n          return ivec4(r, c, d, d2);\n        }\n      "),new u.GlslLibRoutine(n)},e.prototype.getOutputUnpacked5DCoords=function(t,e){var n,r=t.length,o=null;r<2&&(o=[]),(o=new Array(r-1))[r-2]=t[r-1];for(var i=r-3;i>=0;--i)o[i]=o[i+1]*t[i+1];var a=["r","c","d","d2","d3"],s=o.map((function(t,e){var n="int ".concat(a[e]," = index / ").concat(t),r=e===o.length-1?"int ".concat(a[e+1]," = index - ").concat(a[e]," * ").concat(t):"index -= ".concat(a[e]," * ").concat(t);return"".concat(n,"; ").concat(r,";")})).join("");return n="\n      ivec5 getOutputCoords() {\n          ivec2 resTexRC = ivec2(TexCoords.xy *\n                                vec2(".concat(e[0],", ").concat(e[1],"));\n          int index = resTexRC.y * ").concat(e[0]," + resTexRC.x;\n          ").concat(s,"\n          return ivec5(r, c, d, d2, d3);\n        }\n      "),new u.GlslLibRoutine(n)},e.prototype.getOutputUnpacked6DCoords=function(t,e){var n,r=t.length,o=null;r<2&&(o=[]),(o=new Array(r-1))[r-2]=t[r-1];for(var i=r-3;i>=0;--i)o[i]=o[i+1]*t[i+1];var a=["r","c","d","d2","d3","d4"],s=o.map((function(t,e){var n="int ".concat(a[e]," = index / ").concat(t),r=e===o.length-1?"int ".concat(a[e+1]," = index - ").concat(a[e]," * ").concat(t):"index -= ".concat(a[e]," * ").concat(t);return"".concat(n,"; ").concat(r,";")})).join("");return n="\n     ivec6 getOutputCoords() {\n         ivec2 resTexRC = ivec2(TexCoords.xy *\n                               vec2(".concat(e[0],", ").concat(e[1],"));\n         int index = resTexRC.y * ").concat(e[0]," + resTexRC.x;\n         ").concat(s,"\n         return ivec6(r, c, d, d2, d3, d4);\n       }\n     "),new u.GlslLibRoutine(n)},e.prototype.getCommonUtilFuncs=function(){var t={},e="uvFromFlat";t[e]=new u.GlslLibRoutine("\n    vec2 uvFromFlat(int texNumR, int texNumC, int index) {\n      int texC = index / texNumR;\n      int texR = index - texC * texNumR;\n      // TODO: swap texR, texC order in following function so row is corresponding to u and column is corresponding to\n      //       v.\n      return (vec2(texR, texC) + halfCR) / vec2(texNumR, texNumC);\n    }\n    "),t[e="packedUVfrom1D"]=new u.GlslLibRoutine("\n      vec2 packedUVfrom1D(int texNumR, int texNumC, int index) {\n        int texelIndex = index / 2;\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t[e="packedUVfrom2D"]=new u.GlslLibRoutine("\n      vec2 packedUVfrom2D(int texNumR, int texNumC, int texelsInLogicalRow, int row, int col) {\n        int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = texelIndex / texNumC;\n        int texC = texelIndex - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),t[e="packedUVfrom3D"]=new u.GlslLibRoutine("\n      vec2 packedUVfrom3D(int texNumR, int texNumC,\n          int texelsInBatch, int texelsInLogicalRow, int b,\n          int row, int col) {\n        int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2);\n        int texR = index / texNumC;\n        int texC = index - texR * texNumC;\n        return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n      }\n      "),e="sampleTexture";var n=(0,c.getGlsl)(this.context.glContext.version);return t[e]=new u.GlslLibRoutine("\n        float sampleTexture(sampler2D textureSampler, vec2 uv) {\n            return ".concat(n.texture2D,"(textureSampler, uv).r;\n        }")),t},e.prototype.getInputsSamplingSnippets=function(){var t=this,e={},n=this.context.outputTextureLayout;return this.context.programInfo.inputNames.forEach((function(r,o){var i=t.context.inputTextureLayouts[o],a=(0,f.generateShaderFuncNameFromInputSamplerName)(r);i.isPacked?e[a]=t.getPackedSamplerFromInput(a,r,i):e[a]=t.getUnpackedSamplerFromInput(a,r,i);var s=(0,f.generateShaderFuncNameFromInputSamplerNameAtOutCoords)(r);i.unpackedShape.length<=n.unpackedShape.length&&(i.isPacked?e[s]=t.getPackedSamplerAtOutputCoords(s,i,n,r):e[s]=t.getUnpackedSamplerAtOutputCoords(s,i,n,r))})),e},e.prototype.getPackedSamplerAtOutputCoords=function(t,e,n,r){var o,i=e.unpackedShape,a=n.unpackedShape,c=r,l=(0,f.generateShaderFuncNameFromInputSamplerName)(c),p=i.length,h=a.length,d=s.BroadcastUtil.getBroadcastDims(i,a),g=(0,f.getCoordsDataType)(h),b=h-p,y=(0,f.getGlChannels)();o=0===p?"":h<2&&d.length>=1?"coords = 0;":d.map((function(t){return"coords.".concat(y[t+b]," = 0;")})).join("\n");var m;m=h<2&&p>0?"coords":i.map((function(t,e){return"coords.".concat(y[e+b])})).join(", ");var v="return outputValue;",_=1===s.ShapeUtil.size(i),w=1===s.ShapeUtil.size(a);if(1!==p||_||w){if(_&&!w)v=1===h?"\n          return vec4(outputValue.x, outputValue.x, 0., 0.);\n        ":"\n          return vec4(outputValue.x);\n        ";else if(d.length){var x=p-2,T=p-1;d.indexOf(x)>-1&&d.indexOf(T)>-1?v="return vec4(outputValue.x);":d.indexOf(x)>-1?v="return vec4(outputValue.x, outputValue.y, outputValue.x, outputValue.y);":d.indexOf(T)>-1&&(v="return vec4(outputValue.xx, outputValue.zz);")}}else v="\n        return vec4(outputValue.xy, outputValue.xy);\n      ";var S="\n        int lastDim = coords.".concat(y[h-1],";\n        coords.").concat(y[h-1]," = coords.").concat(y[h-2],";\n        coords.").concat(y[h-2]," = lastDim;\n      "),O="\n      vec4 ".concat(t,"() {\n        ").concat(g," coords = getOutputCoords();\n        ").concat(S,"\n        ").concat(o,"\n        vec4 outputValue = ").concat(l,"(").concat(m,");\n        ").concat(v,"\n      }\n    ");return new u.GlslLibRoutine(O,["coordinates.getOutputCoords"])},e.prototype.getUnpackedSamplerAtOutputCoords=function(t,e,n,r){var o=[n.width,n.height],i=[e.width,e.height],a=e.unpackedShape.length,c=n.unpackedShape.length,l=e.unpackedShape,p=n.unpackedShape,h=(0,f.generateShaderFuncNameFromInputSamplerName)(r);if(a===c&&s.ArrayUtil.arraysEqual(i,o)){var d="\n          float ".concat(t,"() {\n            return sampleTexture(").concat(r,", TexCoords);\n          }\n        ");return new u.GlslLibRoutine(d,["coordinates.sampleTexture"])}var g,b=(0,f.getCoordsDataType)(c),y=s.BroadcastUtil.getBroadcastDims(l,p),m=c-a,v=(0,f.getGlChannels)();g=0===a?"":c<2&&y.length>=1?"coords = 0;":y.map((function(t){return"coords.".concat(v[t+m]," = 0;")})).join("\n");var _;_=c<2&&a>0?"coords":e.unpackedShape.map((function(t,e){return"coords.".concat(v[e+m])})).join(", ");var w="\n        float ".concat(t,"() {\n          ").concat(b," coords = getOutputCoords();\n          ").concat(g,"\n          return ").concat(h,"(").concat(_,");\n        }\n      ");return new u.GlslLibRoutine(w,["coordinates.getOutputCoords"])},e.prototype.getPackedSamplerFromInput=function(t,e,n){switch(n.unpackedShape.length){case 0:return this.getPackedSamplerScalar(t,e);case 1:return this.getPackedSampler1D(t,e,n);case 2:return this.getPackedSampler2D(t,e,n);case 3:return this.getPackedSampler3D(t,e,n);default:return this.getPackedSamplerND(t,e,n)}},e.prototype.getUnpackedSamplerFromInput=function(t,e,n){var r=n.unpackedShape;switch(r.length){case 0:return this.getUnpackedSamplerScalar(t,e,n);case 1:return this.getUnpackedSampler1D(t,e,n);case 2:return this.getUnpackedSampler2D(t,e,n);case 3:return this.getUnpackedSampler3D(t,e,n);case 4:return this.getUnpackedSampler4D(t,e,n);case 5:return this.getUnpackedSampler5D(t,e,n);case 6:return this.getUnpackedSampler6D(t,e,n);default:throw new Error("Unsupported dimension ".concat(r.length,"-D"))}},e.prototype.getPackedSamplerScalar=function(t,e){var n=(0,c.getGlsl)(this.context.glContext.version),r="\n          vec4 ".concat(t,"() {\n            return ").concat(n.texture2D,"(").concat(e,", halfCR);\n          }\n        ");return new u.GlslLibRoutine(r)},e.prototype.getPackedSampler1D=function(t,e,n){var r=[n.width,n.height],o=[r[1],r[0]],i=(0,c.getGlsl)(this.context.glContext.version),a="vec4 ".concat(t,"(int index) {\n      vec2 uv = packedUVfrom1D(\n      ").concat(o[0],", ").concat(o[1],", index);\n      return ").concat(i.texture2D,"(").concat(e,", uv);\n    }");return new u.GlslLibRoutine(a,["coordinates.packedUVfrom1D"])},e.prototype.getPackedSampler2D=function(t,e,n){var r=n.unpackedShape,o=[n.width,n.height],i=(0,c.getGlsl)(this.context.glContext.version),a=o[0],l=o[1];if(null!=o&&s.ArrayUtil.arraysEqual(r,o)){var f="vec4 ".concat(t,"(int row, int col) {\n        vec2 uv = (vec2(col, row) + halfCR) / vec2(").concat(l,".0, ").concat(a,".0);\n        return ").concat(i.texture2D,"(").concat(e,", uv);\n      }");return new u.GlslLibRoutine(f)}var p=o,h=Math.ceil(r[1]/2),d="vec4 ".concat(t,"(int row, int col) {\n      vec2 uv = packedUVfrom2D(").concat(p[1],", ").concat(p[0],", ").concat(h,", row, col);\n      return ").concat(i.texture2D,"(").concat(e,", uv);\n    }");return new u.GlslLibRoutine(d,["coordinates.packedUVfrom2D"])},e.prototype.getPackedSampler3D=function(t,e,n){var r=n.unpackedShape,o=[n.width,n.height],i=[o[0],o[1]],a=(0,c.getGlsl)(this.context.glContext.version);if(1===r[0]){var s=r.slice(1),l=(0,f.squeezeInputShape)(r,s),p=JSON.parse(JSON.stringify(n));p.unpackedShape=l;var h=this.getPackedSamplerFromInput(t,e,p),d="".concat(h.routineBody,"\n      vec4 ").concat(t,"(int b, int row, int col) {\n        return ").concat(t,"(").concat((0,f.getSqueezedParams)(["b","row","col"],[1,2]),");\n      } ");return new u.GlslLibRoutine(d,h.dependencies)}var g=i[0],b=i[1],y=Math.ceil(r[2]/2),m=y*Math.ceil(r[1]/2),v="vec4 ".concat(t,"(int b, int row, int col) {\n      vec2 uv = packedUVfrom3D(\n        ").concat(b,", ").concat(g,", ").concat(m,", ").concat(y,", b, row, col);\n      return ").concat(a.texture2D,"(").concat(e,", uv);}");return new u.GlslLibRoutine(v,["coordinates.packedUVfrom3D"])},e.prototype.getPackedSamplerND=function(t,e,n){for(var r=n.unpackedShape,o=r.length,i=[n.width,n.height],a=(0,c.getGlsl)(this.context.glContext.version),s=[i[0],i[1]],l=s[1],f=s[0],p=Math.ceil(r[o-1]/2),h=p*Math.ceil(r[o-2]/2),d="int b, int row, int col",g="b * ".concat(h," + (row / 2) * ").concat(p," + (col / 2)"),b=2;b<o-1;b++)d="int b".concat(b,", ")+d,h*=r[o-b-1],g="b".concat(b," * ").concat(h," + ")+g;var y="vec4 ".concat(t,"(").concat(d,") {\n      int index = ").concat(g,";\n      int texR = index / ").concat(f,";\n      int texC = index - texR * ").concat(f,";\n      vec2 uv = (vec2(texC, texR) + halfCR) / vec2(").concat(f,", ").concat(l,");\n      return ").concat(a.texture2D,"(").concat(e,", uv);\n    }");return new u.GlslLibRoutine(y)},e.prototype.getUnpackedSamplerScalar=function(t,e,n){var r=a([n.width,n.height],2),o=r[0],i=r[1];if(1===o&&1===i){var s="\n          float ".concat(t,"() {\n            return sampleTexture(").concat(e,", halfCR);\n          }\n        ");return new u.GlslLibRoutine(s,["coordinates.sampleTexture"])}var c="\n        float ".concat(t,"() {\n          int offset_").concat(e," = coordsToOffset(TexCoords, ").concat(o,", ").concat(i,");\n          vec2 uv = uvFromFlat(").concat(o,", ").concat(i,", offset_").concat(e,");\n          return sampleTexture(").concat(e,", uv);\n        }\n      ");return new u.GlslLibRoutine(c,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])},e.prototype.getUnpackedSampler1D=function(t,e,n){var r=n.width,o=n.height;if(1===o&&1===r){var i="\n        float ".concat(t,"(int index) {\n          return sampleTexture(").concat(e,", halfCR);\n        }\n      ");return new u.GlslLibRoutine(i,["coordinates.sampleTexture"])}if(1===o){var a="\n          float ".concat(t,"(int index) {\n            vec2 uv = vec2((float(index) + 0.5) / ").concat(r,".0, 0.5);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(a,["coordinates.sampleTexture"])}if(1===r){var s="\n          float ".concat(t,"(int index) {\n            vec2 uv = vec2(0.5, (float(index) + 0.5) / ").concat(o,".0);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(s,["coordinates.sampleTexture"])}var c="\n        float ".concat(t,"(int index) {\n          vec2 uv = uvFromFlat(").concat(r,", ").concat(o,", index);\n          return sampleTexture(").concat(e,", uv);\n        }\n      ");return new u.GlslLibRoutine(c,["coordinates.uvFromFlat","coordinates.sampleTexture"])},e.prototype.getUnpackedSampler2D=function(t,e,n){var r=n.unpackedShape,o=[n.height,n.width];if(null!=o&&s.ArrayUtil.arraysEqual(r,o)){var i=o[1],a=o[0],c="\n          float ".concat(t,"(int row, int col) {\n            vec2 uv = (vec2(row, col) + halfCR) / vec2(").concat(i,".0, ").concat(a,".0);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(c,["coordinates.sampleTexture"])}var p=(0,l.squeezeShape)(r),h=p.newShape,d=p.keptDims,g=h;if(g.length<r.length){var b=(0,f.squeezeInputShape)(r,g),y=JSON.parse(JSON.stringify(n));y.unpackedShape=b;var m="\n          ".concat(this.getUnpackedSamplerFromInput(t,e,y).routineBody,"\n          float ").concat(t,"(int row, int col) {\n            return ").concat(t,"(").concat((0,f.getSqueezedParams)(["col","row"],d),");\n          }\n        ");return new u.GlslLibRoutine(m,["coordinates.sampleTexture"])}var v=o[1],_=o[0];if(1===_){var w="\n          float ".concat(t,"(int row, int col) {\n            int offset_").concat(e," = coordsToOffset(TexCoords, ").concat(v,", ").concat(_,");\n            float index = dot(vec3(row, col, offset_").concat(e,"), vec3(").concat(r[1],", 1, 1));\n            vec2 uv = vec2(0.5, (index + 0.5) / ").concat(v,".0);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(w,["coordinates.sampleTexture","coordinates.coordsToOffset"])}if(1===v){var x="\n          float ".concat(t,"(int row, int col) {\n            int offset_").concat(e," = coordsToOffset(TexCoords, ").concat(v,", ").concat(_,");\n            float index = dot(vec3(row, col, offset_").concat(e,"), vec3(").concat(r[1],", 1, 1));\n            vec2 uv = vec2((index + 0.5) / ").concat(_,".0, 0.5);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(x,["coordinates.sampleTexture","coordinates.coordsToOffset"])}var T="\n        float ".concat(t,"(int row, int col) {\n          int index = col * ").concat(r[1]," + row;\n          vec2 uv = uvFromFlat(").concat(v,", ").concat(_,", index);\n          return sampleTexture(").concat(e,", uv);\n        }\n      ");return new u.GlslLibRoutine(T,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])},e.prototype.getUnpackedSampler3D=function(t,e,n){var r=n.unpackedShape,o=r[1]*r[2],i=r[2],a=(0,l.squeezeShape)(r),s=a.newShape,c=a.keptDims,p=s;if(p.length<r.length){var h=(0,f.squeezeInputShape)(r,p),d=JSON.parse(JSON.stringify(n));d.unpackedShape=h;var g=this.getUnpackedSamplerFromInput(t,e,d),b=c.reverse(),y="\n          ".concat(g.routineBody,"\n          float ").concat(t,"(int batch, int row, int col) {\n            return ").concat(t,"(").concat((0,f.getSqueezedParams)(["batch","col","row"],b),");\n          }\n        ");return new u.GlslLibRoutine(y,g.dependencies)}var m=n.width,v=n.height,_="\n          float ".concat(t,"(int depth, int row, int col) {\n            // Explicitly use integer operations as dot() only works on floats.\n            int index = depth * ").concat(o," + col * ").concat(i," + row;\n            vec2 uv = uvFromFlat(").concat(m,", ").concat(v,", index);\n            return sampleTexture(").concat(e,", uv);\n          }\n      ");return new u.GlslLibRoutine(_,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])},e.prototype.getUnpackedSampler4D=function(t,e,n){var r=n.unpackedShape,o=r[3],i=r[2]*o,a=r[1]*i,s=n.width,c=n.height,l="\n        float ".concat(t,"(int row, int col, int depth, int depth2) {\n          int index = row * ").concat(a," + col * ").concat(i," +\n              depth2 * ").concat(o," + depth;\n          vec2 uv = uvFromFlat(").concat(s,", ").concat(c,", index);\n          return sampleTexture(").concat(e,", uv);\n        }\n      ");return new u.GlslLibRoutine(l,["coordinates.uvFromFlat","coordinates.sampleTexture"])},e.prototype.getUnpackedSampler5D=function(t,e,n){var r=n.unpackedShape,o=r[4],i=r[3]*o,a=r[2]*i,s=r[1]*a,c=(0,l.squeezeShape)(r),p=c.newShape,h=c.keptDims;if(p.length<r.length){var d=(0,f.squeezeInputShape)(r,p),g=JSON.parse(JSON.stringify(n));g.unpackedShape=d;var b="\n          ".concat(this.getUnpackedSamplerFromInput(t,e,g).routineBody,"\n          float ").concat(t,"(int row, int col, int depth, int depth2, int depth3) {\n            return ").concat(t,"(").concat((0,f.getSqueezedParams)(["row","col","depth","depth2","depth3"],h),");\n          }\n        ");return new u.GlslLibRoutine(b,["coordinates.sampleTexture","coordinates.uvFromFlat"])}var y=n.width,m=n.height,v="\n        float ".concat(t,"(int row, int col, int depth, int depth2, int depth3) {\n          int index = row * ").concat(s," + col * ").concat(a," + depth * ").concat(i," +\n          depth3 * ").concat(o," + depth2;\n          vec2 uv = uvFromFlat(").concat(y,", ").concat(m,", index);\n          return sampleTexture(").concat(e,", uv);\n        }\n      ");return new u.GlslLibRoutine(v,["coordinates.sampleTexture","coordinates.uvFromFlat"])},e.prototype.getUnpackedSampler6D=function(t,e,n){var r=n.unpackedShape,o=r[5],i=r[4]*o,a=r[3]*i,s=r[2]*a,c=r[1]*s,p=(0,l.squeezeShape)(r),h=p.newShape,d=p.keptDims;if(h.length<r.length){var g=(0,f.squeezeInputShape)(r,h),b=JSON.parse(JSON.stringify(n));b.unpackedShape=g;var y="\n            ".concat(this.getUnpackedSamplerFromInput(t,e,b).routineBody,"\n            float ").concat(t,"(int row, int col, int depth,\n              int depth2, int depth3, int depth4) {\n              return ").concat(t,"(").concat((0,f.getSqueezedParams)(["row","col","depth","depth2","depth3","depth4"],d),");\n            }\n          ");return new u.GlslLibRoutine(y,["coordinates.sampleTexture","coordinates.uvFromFlat"])}var m=n.width,v=n.height,_="\n          float ".concat(t,"(int row, int col, int depth,\n            int depth2, int depth3, int depth4) {\n            int index = row * ").concat(c," + col * ").concat(s," + depth * ").concat(a," +\n            depth2 * ").concat(i," + depth3 * ").concat(o," + depth4;\n            vec2 uv = uvFromFlat(").concat(m,", ").concat(v,", index);\n            return sampleTexture(").concat(e,", uv);\n          }\n        ");return new u.GlslLibRoutine(_,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])},e.prototype.toVec=function(){for(var t=this.context.outputTextureLayout,e=t.shape.length,n=t.strides,r=t.width,o=t.height,i=[],a=0;a<e-1;++a)i.push("\n        c[".concat(a,"] = offset / ").concat(n[a],";")),i.push("\n        offset -= c[".concat(a,"] * ").concat(n[a],";"));i.push("\n        c[".concat(e-1,"] = offset;"));var s="\n      void toVec(vec2 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").concat(l," + i;\n            if (x[").concat(i," - 1] < 0 || x[").concat(i," - 1] >= ").concat(p,") {\n              pad++;\n              continue;\n            }\n            ").concat(n,"\n          }"):"\n          for (int i = 0; i < ".concat(u,"; i++) {\n            x[").concat(i," - 1] = indices[").concat(i," - 1] * ").concat(c," - ").concat(l," + i;\n            ").concat(n,"\n          }"),2===e.kernelShape.length){var y=e.kernelShape[e.kernelShape.length-2],m=e.strides[e.strides.length-2],v=e.pads[e.pads.length/2-2],_=e.pads[e.pads.length-2],w=t[i-2];h=v+_!==0?"\n            for (int j = 0; j < ".concat(y,"; j++) {\n              x[").concat(i," - 2] = indices[").concat(i," - 2] * ").concat(m," - ").concat(v," + j;\n              if (x[").concat(i," - 2] < 0 || x[").concat(i," - 2] >= ").concat(w,") {\n                pad+= ").concat(u,";\n                continue;\n              }\n          "):"\n            for (int j = 0; j < ".concat(y,"; j++) {\n              x[").concat(i," - 2] = indices[").concat(i," - 2] * ").concat(m," - ").concat(v," + j;\n            "),d="\n          }\n        "}return"\n        float process(int indices[".concat(i,"]) {\n          int x[").concat(i,"];\n          copyVec(indices, x);\n\n          float value = ").concat(o,";\n          int pad = 0;\n          ").concat(h,"\n          ").concat(s,"\n          ").concat(d,"\n          ").concat(r,"\n          return value;\n        }\n      ")}var x,T=a.ShapeUtil.size(e.kernelShape),S=a.ShapeUtil.computeStrides(e.kernelShape),O=S.length,A=e.pads.length,E=b(O),I=g(t,"inputDims"),P=g(e.pads,"pads"),D=g(S,"kernelStrides"),k=g(e.strides,"strides");return x=e.pads.reduce((function(t,e){return t+e}))?"\n            if (x[j] >= inputDims[j] || x[j] < 0) {\n              pad++;\n              isPad = true;\n              break;\n            }\n          }\n          if (!isPad) {\n            ".concat(n,"\n          }"):"\n          }\n          ".concat(n,"\n        "),"\n        ".concat(E,"\n        float process(int indices[").concat(i,"]) {\n          int x[").concat(i,"];\n          copyVec(indices, x);\n          int offset[").concat(O,"];\n          int pads[").concat(A,"];\n          int inputDims[").concat(i,"];\n          int kernelStrides[").concat(O,"];\n          int strides[").concat(O,"];\n          ").concat(P,"\n          ").concat(I,"\n          ").concat(k,"\n          ").concat(D,"\n\n          float value = ").concat(o,";\n          int pad = 0;\n          bool isPad = false;\n          for (int i = 0; i < ").concat(T,"; i++) {\n            offsetToIndices(i, kernelStrides, offset);\n            isPad = false;\n            for (int j = ").concat(i," - ").concat(O,"; j < ").concat(i,"; j++) {\n              x[j] = indices[j] * strides[j - ").concat(i," + ").concat(O,"]\n                + offset[j - ").concat(i," + ").concat(O,"] - pads[j - 2];\n              ").concat(x,"\n          }\n          ").concat(r,"\n\n          return value;\n        }\n      ")},g=function(t,e){for(var n="",r=0;r<t.length;r++)n+="\n      ".concat(e,"[").concat(r,"] = ").concat(t[r],";\n    ");return n},b=function(t){return"\n  void offsetToIndices(int offset, int[".concat(t,"] strides, out int[").concat(t,"] indices) {\n    if (").concat(t," == 0) {\n      return;\n    }\n    for (int i = 0; i < ").concat(t," - 1; ++i) {\n      indices[i] = offset / strides[i];\n      offset -= indices[i] * strides[i];\n    }\n    indices[").concat(t," - 1] = offset;\n  }")}},4939:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)};Object.defineProperty(e,"__esModule",{value:!0}),e.reduceLogSumSquare=e.reduceLogSum=e.reduceProd=e.reduceMin=e.reduceMax=e.reduceMean=e.reduceSum=e.parseReduceAttributes=void 0;var o=n(246),i=n(782),a=n(2517),s=n(2039),u=function(t,e,n,o,i){l(e);var a={name:o,inputNames:["A"],inputTypes:[s.TextureType.unpacked]};return[t.run(r(r({},a),{cacheHint:n.cacheKey,get:function(){return c(t,e,n,o,i,a)}}),e)]};e.parseReduceAttributes=function(t){var e=t.attributes.getInts("axes",[]),n=1===t.attributes.getInt("keepdims",1);return(0,o.createAttributeWithCacheKey)({axes:e,keepDims:n})};var c=function(t,e,n,o,i,u){for(var c=[],l=e[0].dims.length||1,f=[],p=a.ShapeUtil.normalizeAxes(n.axes,e[0].dims.length),h=i(e,p),d=h[1],g=0;g<e[0].dims.length;g++)p.indexOf(g)>=0||0===p.length?(n.keepDims&&c.push(1),d="\n          for(int j".concat(g," = 0; j").concat(g," < ").concat(e[0].dims[g],"; j").concat(g,"++) {\n            inputIdx[").concat(g,"] = j").concat(g,";\n            ").concat(d,"\n          }")):(f.push("inputIdx[".concat(g,"] = outputIdx[").concat(c.length,"];")),c.push(e[0].dims[g]));var b=c.length||1,y="\n      float process(int outputIdx[".concat(b,"]) {\n        float value;                 // final result\n        int inputIdx[").concat(l,"];      // addressing input data\n        ").concat(f.join("\n"),"\n        ").concat(h[0],"       // init ops for reduce max/min\n        ").concat(d,"\n        ").concat(h[2],"       // final computation for reduce mean\n        return value;\n      }");return r(r({},u),{output:{dims:c,type:e[0].type,textureType:s.TextureType.unpacked},shaderSource:y})},l=function(t){if(!t||1!==t.length)throw new Error("Reduce op requires 1 input.");if(-1===i.NUMBER_TYPES.indexOf(t[0].type))throw new Error("Invalid input type.")};e.reduceSum=function(t,e,n){return u(t,e,n,"ReduceSum",(function(){return["value = 0.0;","value += _A(inputIdx);",""]}))},e.reduceMean=function(t,e,n){return u(t,e,n,"ReduceMean",(function(t,e){for(var n=1,r=0;r<t[0].dims.length;r++)(e.indexOf(r)>=0||0===e.length)&&(n*=t[0].dims[r]);return["value = 0.0;","value += _A(inputIdx);","value /= ".concat(n,".;")]}))},e.reduceMax=function(t,e,n){return u(t,e,n,"ReduceMax",(function(t,e){for(var n=[],r=0;r<t[0].dims.length;r++)(e.indexOf(r)>=0||0===e.length)&&n.push("inputIdx[".concat(r,"] = 0;"));return["".concat(n.join("\n"),"\nvalue = _A(inputIdx);"),"value = max(value, _A(inputIdx));",""]}))},e.reduceMin=function(t,e,n){return u(t,e,n,"ReduceMin",(function(t,e){for(var n=[],r=0;r<t[0].dims.length;r++)(e.indexOf(r)>=0||0===e.length)&&n.push("inputIdx[".concat(r,"] = 0;"));return["".concat(n.join("\n"),"\nvalue = _A(inputIdx);"),"value = min(value, _A(inputIdx));",""]}))},e.reduceProd=function(t,e,n){return u(t,e,n,"ReduceProd",(function(){return["value = 1.0;","value *= _A(inputIdx);",""]}))},e.reduceLogSum=function(t,e,n){return u(t,e,n,"ReduceLogSum",(function(){return["value = 0.0;","value += _A(inputIdx);","value = log(value);"]}))},e.reduceLogSumSquare=function(t,e,n){return u(t,e,n,"ReduceLogSumSquare",(function(){return["float t; value = 0.0;","t = _A(inputIdx); value += t * t;",""]}))}},7019:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)};Object.defineProperty(e,"__esModule",{value:!0}),e.isReshapeCheap=e.processDims3D=e.createPackedReshape3DProgramInfoLoader=void 0;var o=n(2517),i=n(5060),a=n(2039),s=n(2827);e.createPackedReshape3DProgramInfoLoader=function(t,e,n){var u=function(t){return{name:"Reshape (packed)",inputTypes:[a.TextureType.packed],inputNames:["A"],cacheHint:"".concat(t)}}(n);return r(r({},u),{get:function(){return function(t,e,n,u){for(var c=e.dims,l=u,f="",p=0;p<4;p++){var h="";switch(p){case 0:h="outputCoords = rc;";break;case 1:h="outputCoords = ivec3(rc.x, rc.y+1, rc.z);";break;case 2:h="outputCoords = ivec3(rc.x, rc.y, rc.z+1);";break;case 3:h="outputCoords = ivec3(rc.x, rc.y+1, rc.z+1);";break;default:throw new Error}f+="\n        ".concat(h,"\n        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e=o.ShapeUtil.computeStrides(t);return"\n  int getFlattenedIndex(ivec3 coords) {\n    // reverse y, z order\n    return coords.x * ".concat(e[0]," + coords.z * ").concat(e[1]," + coords.y;\n  }\n")}(l),"\n      ").concat((0,s.unpackFromChannel)(),"\n\n      void main() {\n        ivec3 rc = getOutputCoords();\n\n        vec4 result = vec4(0.0);\n\n        ivec3 outputCoords;\n        int rows = ").concat(l[2],";\n        int cols = ").concat(l[1],";\n\n        ").concat(f,"\n        ").concat(v.output," = result;\n      }\n    ");return r(r({},n),{output:{dims:l,type:e.type,textureType:a.TextureType.packed},shaderSource:_,hasMain:!0})}(t,e,u,n)}})},e.processDims3D=function(t){if(0===t.length)return[1,1,1];for(var e=1,n=0;n<t.length-2;++n)e*=t[n];return[e,t.length>1?t[t.length-2]:1,t[t.length-1]]},e.isReshapeCheap=function(t,e){return 0===t.length||0===e.length||(t.length<2||e.length<2?t[t.length-1]===e[e.length-1]:t[t.length-1]===e[e.length-1]&&t[t.length-2]===e[e.length-2])}},718:function(t,e,n){"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.reshape=void 0;var r=n(2517);e.reshape=function(t,e){var n=r.ShapeUtil.calculateReshapedDims(e[0].dims,e[1].integerData);return t.session.pack?[t.reshapePacked(e[0],n)]:[t.reshapeUnpacked(e[0],n)]}},2268:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)},o=this&&this.__read||function(t,e){var n="function"==typeof Symbol&&t[Symbol.iterator];if(!n)return t;var r,o,i=n.call(t),a=[];try{for(;(void 0===e||e-- >0)&&!(r=i.next()).done;)a.push(r.value)}catch(t){o={error:t}}finally{try{r&&!r.done&&(n=i.return)&&n.call(i)}finally{if(o)throw o.error}}return a};Object.defineProperty(e,"__esModule",{value:!0}),e.parseResizeAttributesV11=e.parseResizeAttributesV10=e.resize=void 0;var i=n(5060),a=n(2039),s=n(9390),u=n(2827),c=n(9793),l={name:"Resize",inputNames:["A"],inputTypes:[a.TextureType.packed]};e.resize=function(t,e,n){return(0,c.validateInputs)(e,n),[t.run(r(r({},l),{cacheHint:n.cacheKey,get:function(){return f(t,e,n)}}),e)]},e.parseResizeAttributesV10=function(t){return(0,c.parseUpsampleAttributes)(t,10)},e.parseResizeAttributesV11=function(t){return(0,c.parseUpsampleAttributes)(t,11)};var f=function(t,e,n){var c=(0,i.getGlsl)(t.session.backend.glContext.version),f=o(p(e,n),2),h=f[0],d=f[1];if(h.every((function(t){return 1===t}))&&"tf_crop_and_resize"!==n.coordinateTransformMode)return r(r({},l),{output:{dims:d,type:e[0].type,textureType:a.TextureType.packed},hasMain:!0,shaderSource:"void main() {\n                    vec4 v = ".concat(c.texture2D,"(X, TexCoords);\n                    ").concat(c.output," = v;\n                }")});var g=d.length;if(g<2)throw new Error("output dimension should be at least 2, but got ".concat(g));var b=d[g-2],y=d[g-1],m=e[0].dims;if(g!==m.length)throw new Error("output dimension should match input ".concat(m.length,", but got ").concat(g));var v=m[g-2],_=m[g-1],w=h[g-2],x=h[g-1],T="";if("linear"!==n.mode)throw new Error("resize (packed) does not support mode: '".concat(n.mode,"'"));switch(n.coordinateTransformMode){case"asymmetric":T="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return vec4(coords) / scaleWHWH;\n                    }\n                ";break;case"half_pixel":T="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        return (vec4(coords) + 0.5) / scaleWHWH - 0.5;\n                    }\n                ";break;case"pytorch_half_pixel":T="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 fcoords = vec4(coords);\n                        return vec4(\n                            ".concat(y,".0 > 1.0 ? (fcoords.x + 0.5) / scaleWHWH.x - 0.5 : 0.0,\n                            ").concat(b,".0 > 1.0 ? (fcoords.y + 0.5) / scaleWHWH.y - 0.5 : 0.0,\n                            ").concat(y,".0 > 1.0 ? (fcoords.z + 0.5) / scaleWHWH.z - 0.5 : 0.0,\n                            ").concat(b,".0 > 1.0 ? (fcoords.w + 0.5) / scaleWHWH.w - 0.5 : 0.0\n                          );\n                    }\n                ");break;case"align_corners":T="\n                    vec4 getSourceFracIndex(ivec4 coords) {\n                        vec4 resized = vec4(".concat(y,".0 - 1.0, ").concat(b,".0 - 1.0, ").concat(y,".0 - 1.0,\n                            ").concat(b,".0 - 1.0);\n                        vec4 original = vec4(").concat(_,".0 - 1.0, ").concat(v,".0 - 1.0, ").concat(_,".0 - 1.0,\n                            ").concat(v,".0 - 1.0);\n                        vec4 new_scale = original / resized;\n                        return vec4(coords) * new_scale;\n                    }\n                ");break;default:throw new Error("resize (packed) does not support coordinateTransformMode:                                 '".concat(n.coordinateTransformMode,"'"))}var S=(0,s.getCoordsDataType)(g),O=(0,u.unpackFromChannel)(),A="\n            const vec2 inputWH = vec2(".concat(v,".0, ").concat(_,".0);\n            const vec4 scaleWHWH = vec4(float(").concat(w,"), float(").concat(x,"), float(").concat(w,"), float(").concat(x,"));\n            ").concat(O,"\n            ").concat(T,"\n            float getAValue(int x10, int r, int c, int d) {\n                return getChannel(getA(x10, r, c, d), vec2(c, d));\n            }\n            void main() {\n                ").concat(S," rc = getOutputCoords();\n\n                int batch = rc[0];\n                int depth = rc[1];\n\n                // retrieve the 4 coordinates that is used in the 4 packed output values.\n                ivec4 coords = ivec4(rc.wz, rc.w + 1, rc.z + 1);\n\n                // calculate the source index in fraction\n                vec4 sourceFrac = getSourceFracIndex(coords);\n\n                // get the lower and upper bound of the 4 values that will be packed into one texel.\n                ivec4 x00 = ivec4(max(sourceFrac.xy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xy)));\n                ivec4 x01 = ivec4(max(sourceFrac.xw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xw)));\n                ivec4 x10 = ivec4(max(sourceFrac.zy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zy)));\n                ivec4 x11 = ivec4(max(sourceFrac.zw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zw)));\n\n                bool hasNextRow = rc.w < ").concat(b-1,";\n                bool hasNextCol = rc.z < ").concat(y-1,";\n\n                // pack x00, x01, x10, x11's top-left corner into one vec4 structure\n                vec4 topLeft = vec4(\n                    getAValue(batch, depth, x00.x, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's top-right corner into one vec4 structure\n                vec4 topRight = vec4(\n                    getAValue(batch, depth, x00.x, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.x, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.x, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.w) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-left corner into one vec4 structure\n                vec4 bottomLeft = vec4(\n                    getAValue(batch, depth, x00.z, x00.y),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.y) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.y) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.y) : 0.0);\n\n                // pack x00, x01, x10, x11's bottom-right corner into one vec4 structure\n                vec4 bottomRight = vec4(\n                    getAValue(batch, depth, x00.z, x00.w),\n                    hasNextCol ? getAValue(batch, depth, x01.z, x01.w) : 0.0,\n                    hasNextRow ? getAValue(batch, depth, x10.z, x10.w) : 0.0,\n                    (hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.w) : 0.0);\n\n                // calculate the interpolation fraction on u and v direction\n                vec4 frac = vec4(sourceFrac) - floor(sourceFrac);\n                vec4 clampFrac = clamp(frac, vec4(0.0), vec4(1.0));\n\n                vec4 top = mix(topLeft, topRight, clampFrac.ywyw);\n                vec4 bottom = mix(bottomLeft, bottomRight, clampFrac.ywyw);\n                vec4 newValue = mix(top, bottom, clampFrac.xxzz);\n\n                ").concat(c.output," = vec4(newValue);\n            }\n        ");return r(r({},l),{output:{dims:d,type:e[0].type,textureType:a.TextureType.packed},hasMain:!0,shaderSource:A})},p=function(t,e){var n,r=t[0].dims,o=e.scales;if(0===o.length){var i=t[e.scalesInputIdx];if(i&&0!==i.size){if(t[e.sizesInputIdx])throw new Error("Only one 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f=function(t,e){if(!t.session.isInitializer(e[1].dataId)||!t.session.isInitializer(e[2].dataId)||e.length>=4&&!t.session.isInitializer(e[3].dataId)||e.length>=5&&!t.session.isInitializer(e[4].dataId))throw new Error("dynamic slice attributes are not allowed");if(e.length>=5&&e[4].integerData.some((function(t){return 1!==t})))throw new Error("currently non-1 steps is not supported for Slice");var n=Array.from(e[1].integerData),r=Array.from(e[2].integerData),o=e.length>=4?Array.from(e[3].integerData):[];return{starts:n,ends:r,axes:o,cacheKey:"".concat(o,";").concat(n,";").concat(r)}},p=function(t){if(!t||t.length<3||t.length>5)throw new Error("Invalid input number.");if("int32"!==t[1].type||1!==t[1].dims.length)throw new Error("Invalid input type.");if("int32"!==t[2].type||1!==t[2].dims.length)throw new Error("Invalid input type.");if(t.length>=4&&("int32"!==t[3].type||1!==t[3].dims.length))throw new Error("Invalid input 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i=n(246),a=n(2517),s=n(5060),u=n(2039),c=n(3738),l={name:"SoftmaxComputeMax",inputNames:["A"],inputTypes:[u.TextureType.unpacked]},f={name:"SoftmaxComputeScale",inputNames:["A","Max"],inputTypes:[u.TextureType.unpacked,u.TextureType.unpacked]},p={name:"SoftMax",inputNames:["A","Max","Norm"],inputTypes:[u.TextureType.unpacked,u.TextureType.unpacked,u.TextureType.unpacked]};e.softmax=function(t,e,n){y(e);var r=e[0].dims.slice(),o=a.ShapeUtil.normalizeAxis(n.axis,r.length),i=a.ShapeUtil.sizeToDimension(r,o),s=a.ShapeUtil.sizeFromDimension(r,o);return h(t,e,n,i,s)},e.parseSoftmaxAttributes=function(t){return(0,i.createAttributeWithCacheKey)({axis:t.attributes.getInt("axis",1)})},e.parseSoftmaxAttributesV13=function(t){return(0,i.createAttributeWithCacheKey)({axis:t.attributes.getInt("axis",-1)})},e.softmaxV13=function(t,e,n){y(e);var r,o=e[0].dims.slice(),s=a.ShapeUtil.normalizeAxis(n.axis,o.length),u=o.length,l=s!==u-1,f=[],p=[],d=[];l&&((p=Array.from({length:u}).map((function(t,e){return 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r(r({},f),{output:{dims:c,type:e.type,textureType:u.TextureType.unpacked},shaderSource:b})},b=function(t,e,n,i,a,s){var c=o(t.calculateTextureWidthAndHeight(e.dims,u.TextureType.unpacked),2),l=c[0],f=c[1],h=e.dims.length;if(n<1||i<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(1!==a.length||1!==s.length)throw new Error("Dimensionality of the intermediate results should be 1");if(a[0]!==n||s[0]!==n)throw new Error("Shape of the intermediate results should be equal to logical row count");var d="\n      float process(int[".concat(h,"] indices) {\n\n      // get offset of current logical tensor index from the 2-D texture coordinates (TexCoords)\n      int offset = coordsToOffset(TexCoords, ").concat(l,", ").concat(f,");\n\n      //determine the logical row for this index\n      int logical_row_index[1];\n      logical_row_index[0] = offset / ").concat(i,";\n\n      float norm_factor = _Norm(logical_row_index);\n\n      // avoid possible 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l=o(a.SplitUtil.splitShape(e.dims,i,n.split,n.numOutputs),2),f=l[0],p=l[1][c],h=f[c],d=h.length,g="\n      float process(int indices[".concat(d,"]) {\n        indices[").concat(i,"] += ").concat(p,";\n        return _A(indices);\n      }\n    ");return r(r({},u),{cacheHint:"".concat(n.cacheKey,":").concat(c),output:{dims:h,type:e.type,textureType:s.TextureType.unpacked},shaderSource:g})},f=function(t){if(!t||1!==t.length)throw new Error("Split requires one input.");if("int8"!==t[0].type&&"uint8"!==t[0].type&&"int16"!==t[0].type&&"uint16"!==t[0].type&&"int32"!==t[0].type&&"uint32"!==t[0].type&&"float32"!==t[0].type&&"float64"!==t[0].type&&"bool"!==t[0].type)throw new Error("Invalid input type.")}},3933:function(t,e,n){"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.parseSqueezeAttributes=e.squeezeV13=e.squeeze=void 0;var r=n(2517);e.squeeze=function(t,e,n){o(e);var i=r.ShapeUtil.squeezeShape(e[0].dims,n);return[t.reshapeUnpacked(e[0],i)]},e.squeezeV13=function(t,n){return i(n),(0,e.squeeze)(t,[n[0]],Array.from(n[1].integerData))},e.parseSqueezeAttributes=function(t){return t.attributes.getInts("axes")};var o=function(t){if(!t||1!==t.length)throw new Error("Squeeze requires 1 input.");if("string"===t[0].type)throw new Error("invalid input tensor types.")},i=function(t){if(!t||2!==t.length)throw new Error("Squeeze requires 2 inputs.");if("int32"!==t[1].type)throw new Error("Invalid input type.")}},6558:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)};Object.defineProperty(e,"__esModule",{value:!0}),e.sum=void 0;var o=n(5060),i=n(2039);e.sum=function(t,e){s(e);var n={name:"Sum",inputNames:e.map((function(t,e){return"X".concat(e)})),inputTypes:new Array(e.length).fill(i.TextureType.unpacked)};return[t.run(r(r({},n),{get:function(){return a(t,e,n)}}),e)]};var a=function(t,e,n){var a=(0,o.getGlsl)(t.session.backend.glContext.version),s=e[0].dims.slice(),u=e.map((function(t,e){return"".concat(a.texture2D,"(X").concat(e,",TexCoords)")})).join(" + "),c="\n      void main() {\n        vec4 result = ".concat(u,";\n        ").concat(a.output," = result;\n      }\n    ");return r(r({},n),{output:{dims:s,type:e[0].type,textureType:i.TextureType.unpacked},hasMain:!0,shaderSource:c})},s=function(t){if(!t||0===t.length)throw new Error("Sum requires inputs.");for(var e=t[0].dims.length,n=1;n<t.length;n++){if(e!==t[n].dims.length)throw new Error("Input shapes are mismatched.");for(var r=0;r<e;r++)if(t[0].dims[r]!==t[n].dims[r])throw new Error("Input shapes are not matched.")}if("float32"!==t[0].type&&"float64"!==t[0].type)throw new Error("Invalid input type.");for(n=1;n<t.length;n++)if(t[0].type!==t[n].type)throw new Error("Input types are not matched.")}},5723:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)};Object.defineProperty(e,"__esModule",{value:!0}),e.tile=void 0;var o=n(782),i=n(2039);e.tile=function(t,e){s(e);var n={name:"Tile",inputNames:["A"],inputTypes:[i.TextureType.unpacked]};return[t.run(r(r({},n),{get:function(){return a(t,e,n)}}),e)]};var a=function(t,e,n){for(var o=e[0].dims.slice(),a=new Array(o.length),s=[],u=0;u<o.length;u++)a[u]=o[u]*e[1].numberData[u],s.push("inputIdx[".concat(u,"] = int(mod(float(outputIdx[").concat(u,"]), ").concat(o[u],".));"));var c=a.length,l="\n      float process(int outputIdx[".concat(c,"]) {\n        int inputIdx[").concat(c,"];\n        ").concat(s.join("\n"),"\n        return _A(inputIdx);\n      }\n    ");return r(r({},n),{output:{dims:a,type:e[0].type,textureType:i.TextureType.unpacked},shaderSource:l})},s=function(t){if(!t||2!==t.length)throw new Error("Tile requires 2 input.");if(1!==t[1].dims.length)throw new Error("The second input shape must 1 dimension.");if(t[1].dims[0]!==t[0].dims.length)throw new Error("Invalid input shape.");if(-1===o.NUMBER_TYPES.indexOf(t[0].type))throw new Error("Invalid input type.");if("int32"!==t[1].type&&"int16"!==t[1].type)throw new Error("Invalid repeat type.")}},3738:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)},o=this&&this.__read||function(t,e){var n="function"==typeof Symbol&&t[Symbol.iterator];if(!n)return t;var r,o,i=n.call(t),a=[];try{for(;(void 0===e||e-- 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process(int indices[2]) {\n      int input_index = 0;\n      int output_index = coordsToOffset(TexCoords, ").concat(d,", ").concat(g,");\n\n      ").concat(v,"\n\n      int m;\n      int index_of_dim0, index_of_dim1;\n      index_of_dim0 = output_index / output_pitches[0];\n      m = output_index - index_of_dim0 * output_pitches[0];\n      index_of_dim1 = m;\n\n      int index_of_input_dim0, index_of_input_dim1, x_offset, y_offset;\n      index_of_input_dim0 = index_of_dim0 / scales[0];\n      y_offset = index_of_dim0 - index_of_input_dim0 * scales[0];\n      index_of_input_dim1 = index_of_dim1 / scales[1];\n      x_offset = index_of_dim1 - index_of_input_dim1 * scales[1];\n\n      input_index = index_of_input_dim0 * input_pitches[0] + index_of_input_dim1;\n\n      float x00 = getInputFloat(input_index);\n      float x10, x01, x11;\n\n      bool end_of_dim0 = false;\n      if (index_of_input_dim0 == (").concat(e[0].dims[0]," - 1)) {\n        // It's the end in dimension 0\n        x01 = x00;\n        end_of_dim0 = true;\n      } else {\n        x01 = getInputFloat(input_index + input_pitches[0]);\n      }\n\n      if (index_of_input_dim1 == (input_pitches[0] - 1)) {\n        // It's the end in dimension 1\n        x10 = x00;\n        x11 = x01;\n      }\n      else {\n        x10 = getInputFloat(input_index + 1);\n        x11 = end_of_dim0 ? x10 : getInputFloat(input_index + input_pitches[0] + 1);\n      }\n\n      float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[0]);\n      float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[0]);\n      return y0 + float(x_offset) * (y1 - y0) / float(scales[1]);\n    }");return r(r({},c),{output:{dims:p,type:e[0].type,textureType:u.TextureType.unpacked},shaderSource:x,variables:[{name:"scales",type:"int",arrayLength:n.scales.length,data:n.scales.map((function(t){return Math.ceil(t)}))}]})};e.validateInputs=function(t,e){if(!t||e.opset<9&&1!==t.length||e.opset>=9&&e.opset<11&&2!==t.length||e.opset>=11&&t.length<2)throw new Error("invalid inputs.");if(e.scales.length>0&&t[0].dims.length!==e.scales.length)throw new Error("Invalid input shape.");if("string"===t[0].type)throw new Error("Invalid input tensor types.")},e.scalesValidation=function(t,e,n){var r,o,a,s;if(n)try{for(var u=i(t),c=u.next();!c.done;c=u.next())if(c.value<=0)throw new Error("Scale value should be greater than 0.")}catch(t){a={error:t}}finally{try{c&&!c.done&&(s=u.return)&&s.call(u)}finally{if(a)throw a.error}}else try{for(var l=i(t),f=l.next();!f.done;f=l.next())if(f.value<1)throw new Error("Scale value should be greater than or equal to 1.")}catch(t){r={error:t}}finally{try{f&&!f.done&&(o=l.return)&&o.call(l)}finally{if(r)throw r.error}}if(!("linear"!==e&&"cubic"!==e||2===t.length||4===t.length&&1===t[0]&&1===t[1]))throw new Error("'Linear' mode and 'Cubic' mode only support 2-D inputs ('Bilinear', 'Bicubic')         or 4-D inputs with the corresponding outermost 2 scale values being 1         in the ".concat(n?"Resize":"Upsample"," opeartor."))}},1958:function(t,e,n){"use strict";var r=this&&this.__assign||function(){return r=Object.assign||function(t){for(var e,n=1,r=arguments.length;n<r;n++)for(var o in e=arguments[n])Object.prototype.hasOwnProperty.call(e,o)&&(t[o]=e[o]);return t},r.apply(this,arguments)},o=this&&this.__values||function(t){var e="function"==typeof Symbol&&Symbol.iterator,n=e&&t[e],r=0;if(n)return n.call(t);if(t&&"number"==typeof t.length)return{next:function(){return t&&r>=t.length&&(t=void 0),{value:t&&t[r++],done:!t}}};throw new TypeError(e?"Object is not iterable.":"Symbol.iterator is not defined.")};Object.defineProperty(e,"__esModule",{value:!0}),e.ProgramManager=void 0;var i=n(8453),a=n(6231),s=n(8879),u=n(5060),c=function(){function t(t,e,n){this.profiler=t,this.glContext=e,this.textureLayoutStrategy=n,this.repo=new Map,this.attributesBound=!1}return t.prototype.getArtifact=function(t){return this.repo.get(t)},t.prototype.setArtifact=function(t,e){this.repo.set(t,e)},t.prototype.run=function(t,e,n){var r,o=this;this.profiler.event("op","ProgramManager.run ".concat(null!==(r=t.programInfo.name)&&void 0!==r?r:"unknown kernel"),(function(){var r,i=o.glContext.gl,s=t.program;i.useProgram(s);try{o.bindOutput(n),o.attributesBound||o.bindAttributes(t.attribLocations),o.bindUniforms(t.uniformLocations,null!==(r=t.programInfo.variables)&&void 0!==r?r:[],e)}catch(e){throw a.Logger.error("ProgramManager",t.programInfo.shaderSource),e}o.profiler.event("backend","GlContext.draw()",(function(){o.glContext.draw()}))}),this.glContext)},t.prototype.dispose=function(){var t=this;this.vertexShader&&this.glContext.deleteShader(this.vertexShader),this.repo.forEach((function(e){return t.glContext.deleteProgram(e.program)}))},t.prototype.build=function(t,e,n){var r=this;return this.profiler.event("backend","ProgramManager.build",(function(){var o=new s.GlslPreprocessor(r.glContext,t,e,n),i=o.preprocess(),a=r.compile(i);return{programInfo:t,program:a,uniformLocations:r.getUniformLocations(a,o.context.programInfo.inputNames,o.context.programInfo.variables),attribLocations:r.getAttribLocations(a)}}))},t.prototype.compile=function(t){if(!this.vertexShader){a.Logger.verbose("ProrgramManager","Compiling and caching Vertex shader for the first time");var e=(0,u.getVertexShaderSource)(this.glContext.version);this.vertexShader=this.glContext.compileShader(e,this.glContext.gl.VERTEX_SHADER)}i.env.debug&&a.Logger.verbose("ProrgramManager","FragShader:\n".concat(t,"\n"));var n=this.glContext.compileShader(t,this.glContext.gl.FRAGMENT_SHADER),r=this.glContext.createProgram(this.vertexShader,n);return this.glContext.deleteShader(n),r},t.prototype.bindOutput=function(t){var e=t.width,n=t.height;a.Logger.verbose("ProrgramManager","Binding output texture to Framebuffer: w/h=".concat(e,"/").concat(n,", shape=").concat(t.shape,", type=").concat(t.tensor.type)),this.glContext.attachFramebuffer(t.texture,e,n)},t.prototype.bindAttributes=function(t){var e=t.position,n=t.textureCoord;this.glContext.setVertexAttributes(e,n),this.attributesBound=!0},t.prototype.bindUniforms=function(t,e,n){var r,i,a,s=this.glContext.gl,u=0,c=function(t,r,o,i){var c=null===(a=e.find((function(e){return e.name===t})))||void 0===a?void 0:a.data;if("sampler2D"!==r&&!c)throw new Error("variable '".concat(t,"' does not have data defined in program info"));switch(r){case"sampler2D":l.bindTexture(n[u],o,u),u++;break;case"float":i?s.uniform1fv(o,c):s.uniform1f(o,c);break;case"int":i?s.uniform1iv(o,c):s.uniform1i(o,c);break;default:throw new Error("Uniform not implemented: ".concat(r))}},l=this;try{for(var f=o(t),p=f.next();!p.done;p=f.next()){var h=p.value;c(h.name,h.type,h.location,h.arrayLength)}}catch(t){r={error:t}}finally{try{p&&!p.done&&(i=f.return)&&i.call(f)}finally{if(r)throw r.error}}},t.prototype.bindTexture=function(t,e,n){this.glContext.bindTextureToUniform(t.texture,n,e)},t.prototype.getAttribLocations=function(t){return{position:this.getAttribLocation(t,"position"),textureCoord:this.getAttribLocation(t,"textureCoord")}},t.prototype.getUniformLocations=function(t,e,n){var i,a,s,u,c=[];if(e)try{for(var l=o(e),f=l.next();!f.done;f=l.next()){var p=f.value;c.push({name:p,type:"sampler2D",location:this.getUniformLocation(t,p)})}}catch(t){i={error:t}}finally{try{f&&!f.done&&(a=l.return)&&a.call(l)}finally{if(i)throw i.error}}if(n)try{for(var h=o(n),d=h.next();!d.done;d=h.next()){var g=d.value;c.push(r(r({},g),{location:this.getUniformLocation(t,g.name)}))}}catch(t){s={error:t}}finally{try{d&&!d.done&&(u=h.return)&&u.call(h)}finally{if(s)throw s.error}}return c},t.prototype.getUniformLocation=function(t,e){var n=this.glContext.gl.getUniformLocation(t,e);if(null===n)throw new Error("Uniform ".concat(e," not found."));return n},t.prototype.getAttribLocation=function(t,e){return this.glContext.gl.getAttribLocation(t,e)},t}();e.ProgramManager=c},6416:function(t,e,n){"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.WebGLSessionHandler=void 0;var r=n(6231),o=n(1047),i=n(8316),a=n(1640),s=n(1958),u=n(7859),c=n(5702),l=function(){function t(t,e){this.backend=t,this.context=e,this.layoutStrategy=new u.PreferLogicalStrategy(t.glContext.maxTextureSize),this.programManager=new s.ProgramManager(this.context.profiler,t.glContext,this.layoutStrategy),this.textureManager=new c.TextureManager(t.glContext,this.layoutStrategy,this.context.profiler,{reuseTextures:"full"===t.textureCacheMode}),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map,this.pack=t.pack,this.pack2unpackMap=new Map,this.unpack2packMap=new Map}return t.prototype.createInferenceHandler=function(){return new i.WebGLInferenceHandler(this)},t.prototype.onGraphInitialized=function(t){var e=t.getValues().filter((function(t){return-1===t.from&&t.tensor})).map((function(t){return t.tensor.dataId}));this.initializers=new Set(e)},t.prototype.isInitializer=function(t){return!!this.initializers&&this.initializers.has(t)},t.prototype.addInitializer=function(t){this.initializers.add(t)},t.prototype.getTextureData=function(t,e){return e?this.packedTextureDataCache.get(t):this.unpackedTextureDataCache.get(t)},t.prototype.setTextureData=function(t,e,n){void 0===n&&(n=!1),r.Logger.verbose("WebGLSessionHandler","Storing Texture data in cache"),n?this.packedTextureDataCache.set(t,e):this.unpackedTextureDataCache.set(t,e)},t.prototype.dispose=function(){var t=this;this.programManager.dispose(),this.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach((function(e){return t.textureManager.releaseTexture(e,!0)})),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach((function(e){return t.textureManager.releaseTexture(e,!0)})),this.unpackedTextureDataCache=new Map},t.prototype.resolve=function(t,e,n){var r=(0,o.resolveOperator)(t,e,a.WEBGL_OP_RESOLVE_RULES);return{impl:r.opImpl,context:r.opInit?r.opInit(t,n):t}},t}();e.WebGLSessionHandler=l},7769:function(t,e,n){"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.Uint8DataEncoder=e.RGBAFloatDataEncoder=e.RedFloat32DataEncoder=void 0;var r=n(6231),o=function(){function t(t,e){if(void 0===e&&(e=1),1===e)this.internalFormat=t.R32F,this.format=t.RED,this.textureType=t.FLOAT,this.channelSize=e;else{if(4!==e)throw new Error("Invalid number of channels: ".concat(e));this.internalFormat=t.RGBA32F,this.format=t.RGBA,this.textureType=t.FLOAT,this.channelSize=e}}return t.prototype.encode=function(t,e){var n,o;return t.constructor!==Float32Array&&(r.Logger.warning("Encoder","data was not of type Float32; creating new Float32Array"),o=new Float32Array(t)),e*this.channelSize>t.length?(r.Logger.warning("Encoder","Source 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a=function(){function t(t,e){if(void 0===e&&(e=1),this.channelSize=4,1===e)this.internalFormat=t.ALPHA,this.format=t.ALPHA,this.textureType=t.UNSIGNED_BYTE,this.channelSize=e;else{if(4!==e)throw new Error("Invalid number of channels: ".concat(e));this.internalFormat=t.RGBA,this.format=t.RGBA,this.textureType=t.UNSIGNED_BYTE,this.channelSize=e}}return t.prototype.encode=function(t,e){return new Uint8Array(t.buffer,t.byteOffset,t.byteLength)},t.prototype.allocate=function(t){return new Uint8Array(t*this.channelSize)},t.prototype.decode=function(t,e){if(t instanceof Uint8Array)return t.subarray(0,e);throw new Error("Invalid array type: ".concat(t.constructor))},t}();e.Uint8DataEncoder=a},7859:function(t,e,n){"use strict";Object.defineProperty(e,"__esModule",{value:!0}),e.getBatchDim=e.sizeToSquarishShape=e.getRowsCols=e.sizeFromShape=e.isInt=e.parseAxisParam=e.squeezeShape=e.PreferLogicalStrategy=e.AlwaysKeepOriginalSizeStrategy=void 0;var r=n(6231),o=n(2517),i=function(){function t(t){this.maxTextureSize=t}return t.prototype.computeTextureWH=function(t,e){if(0===t.length)return[1,1];var n=this.maxTextureSize;if(e&&void 0!==e.breakAxis){var o=e.breakAxis>=t.length?1:t.slice(e.breakAxis).reduce((function(t,e){return t*e})),i=e.breakAxis<=0?1:t.slice(0,e.breakAxis).reduce((function(t,e){return t*e}));if(!(o>n||i>n))return[o,i];r.Logger.verbose("TextureLayout","Given width/height preferences were unattainable: shape:".concat(t,", breakAxis:").concat(e.breakAxis))}for(var a=t.reduce((function(t,e){return t*e})),s=Math.floor(Math.sqrt(a));s<n&&s<a&&a%s!=0;s++);if(s>=n||a%s!=0)throw new Error("The given dimensions are outside this GPU's boundaries: ".concat(t));return[s,a/s]},t}();e.AlwaysKeepOriginalSizeStrategy=i;var a=function(){function t(t){this.maxTextureSize=t}return t.prototype.computeTextureWH=function(t,e){var n=this.computeTexture(t,e);return e&&e.isPacked&&(n[0]/=2,n[1]/=2),e&&e.reverseWH?[n[1],n[0]]:n},t.prototype.computeTexture=function(t,e){var n=e&&e.isPacked;if(0===t.length)return n?[2,2]:[1,1];var o=this.maxTextureSize;if(e&&void 0!==e.breakAxis){var i=e.breakAxis>=t.length?1:t.slice(e.breakAxis).reduce((function(t,e){return t*e})),a=e.breakAxis<=0?1:t.slice(0,e.breakAxis).reduce((function(t,e){return t*e}));if(!(i>o||a>o))return[i,a];r.Logger.verbose("TextureLayout","Given width/height preferences were unattainable: shape:".concat(t,", breakAxis:").concat(e.breakAxis))}var u=t.slice(0);if(n&&(o*=2,1===(u=u.map((function(t,e){return e>=u.length-2?u[e]%2==0?u[e]:u[e]+1:u[e]}))).length&&(u=[2,u[0]])),2!==u.length){var c=s(u);u=c.newShape}var p=l(u);return u.length<=1&&p<=o?[1,p]:2===u.length&&u[0]<=o&&u[1]<=o?u:3===u.length&&u[0]*u[1]<=o&&u[2]<=o?[u[0]*u[1],u[2]]:3===u.length&&u[0]<=o&&u[1]*u[2]<=o?[u[0],u[1]*u[2]]:4===u.length&&u[0]*u[1]*u[2]<=o&&u[3]<=o?[u[0]*u[1]*u[2],u[3]]:4===u.length&&u[0]<=o&&u[1]*u[2]*u[3]<=o?[u[0],u[1]*u[2]*u[3]]:n?f(p/4).map((function(t){return 2*t})):f(p)},t}();function s(t,e){for(var n=[],r=[],o=null!=e&&Array.isArray(e)&&0===e.length,i=null==e||o?null:u(e,t).sort(),a=0,s=0;s<t.length;++s){if(null!=i){if(i[a]===s&&1!==t[s])throw new Error("Can't squeeze axis ".concat(s," since its dim '").concat(t[s],"' is not 1"));(null==i[a]||i[a]>s)&&1===t[s]&&(n.push(t[s]),r.push(s)),i[a]<=s&&a++}1!==t[s]&&(n.push(t[s]),r.push(s))}return{newShape:n,keptDims:r}}function u(t,e){var n=e.length;return t=null==t?e.map((function(t,e){return e})):[].concat(t),(0,o.assert)(t.every((function(t){return t>=-n&&t<n})),(function(){return"All values in axis param must be in range [-".concat(n,", ").concat(n,") but ")+"got axis ".concat(t)})),(0,o.assert)(t.every(c),(function(){return"All values in axis param must be integers but "+"got axis ".concat(t)})),t.map((function(t){return t<0?n+t:t}))}function c(t){return t%1==0}function l(t){if(0===t.length)return 1;for(var e=t[0],n=1;n<t.length;n++)e*=t[n];return e}function f(t){var 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