paddleocr-js
Version:
JavaScript wrapper for PaddleOCR, providing OCR capabilities in browser and Node.js
631 lines (566 loc) • 16.2 MB
JavaScript
(function webpackUniversalModuleDefinition(root, factory) {
if(typeof exports === 'object' && typeof module === 'object')
module.exports = factory();
else if(typeof define === 'function' && define.amd)
define([], factory);
else if(typeof exports === 'object')
exports["PaddleOCR"] = factory();
else
root["PaddleOCR"] = factory();
})(this, () => {
return /******/ (() => { // webpackBootstrap
/******/ var __webpack_modules__ = ({
/***/ 112:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
/* harmony export */ __webpack_require__.d(__webpack_exports__, {
/* harmony export */ V: () => (/* binding */ relu)
/* harmony export */ });
/* harmony import */ var _engine__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(1585);
/* harmony import */ var _kernel_names__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(5441);
/* harmony import */ var _tensor_util_env__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(8189);
/* harmony import */ var _operation__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(929);
/**
* @license
* Copyright 2020 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
/**
* Computes rectified linear element-wise: `max(x, 0)`.
*
* ```js
* const x = tf.tensor1d([-1, 2, -3, 4]);
*
* x.relu().print(); // or tf.relu(x)
* ```
* @param x The input tensor. If the dtype is `bool`, the output dtype will be
* `int32`.
*
* @doc {heading: 'Operations', subheading: 'Basic math'}
*/
function relu_(x) {
const $x = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(x, 'x', 'relu');
const inputs = { x: $x };
return _engine__WEBPACK_IMPORTED_MODULE_0__/* .ENGINE */ .T2.runKernel(_kernel_names__WEBPACK_IMPORTED_MODULE_2__/* .Relu */ .fUj, inputs);
}
const relu = /* @__PURE__ */ (0,_operation__WEBPACK_IMPORTED_MODULE_3__.op)({ relu_ });
//# sourceMappingURL=data:application/json;base64,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
/***/ }),
/***/ 125:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
/* harmony export */ __webpack_require__.d(__webpack_exports__, {
/* harmony export */ o: () => (/* binding */ clone)
/* harmony export */ });
/* harmony import */ var _engine__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(1585);
/* harmony import */ var _kernel_names__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(5441);
/* harmony import */ var _tensor_util_env__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(8189);
/* harmony import */ var _operation__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(929);
/**
* @license
* Copyright 2020 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
/**
* Creates a new tensor with the same values and shape as the specified
* tensor.
*
* ```js
* const x = tf.tensor([1, 2]);
*
* x.clone().print();
* ```
*
* @param x The tensor to clone.
*
* @doc {heading: 'Tensors', subheading: 'Creation'}
*/
function clone_(x) {
const $x = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(x, 'x', 'clone', 'string_or_numeric');
const inputs = { x: $x };
// Note this op is called tf.identity in python. Hence the kernel name used
// here.
return _engine__WEBPACK_IMPORTED_MODULE_0__/* .ENGINE */ .T2.runKernel(_kernel_names__WEBPACK_IMPORTED_MODULE_2__/* .Identity */ .lzr, inputs);
}
const clone = /* @__PURE__ */ (0,_operation__WEBPACK_IMPORTED_MODULE_3__.op)({ clone_ });
//# sourceMappingURL=data:application/json;base64,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
/***/ }),
/***/ 126:
/***/ ((module) => {
"use strict";
/**
* Font RegExp helpers.
*/
const weights = 'bold|bolder|lighter|[1-9]00'
const styles = 'italic|oblique'
const variants = 'small-caps'
const stretches = 'ultra-condensed|extra-condensed|condensed|semi-condensed|semi-expanded|expanded|extra-expanded|ultra-expanded'
const units = 'px|pt|pc|in|cm|mm|%|em|ex|ch|rem|q'
const string = '\'([^\']+)\'|"([^"]+)"|[\\w\\s-]+'
// [ [ <‘font-style’> || <font-variant-css21> || <‘font-weight’> || <‘font-stretch’> ]?
// <‘font-size’> [ / <‘line-height’> ]? <‘font-family’> ]
// https://drafts.csswg.org/css-fonts-3/#font-prop
const weightRe = new RegExp(`(${weights}) +`, 'i')
const styleRe = new RegExp(`(${styles}) +`, 'i')
const variantRe = new RegExp(`(${variants}) +`, 'i')
const stretchRe = new RegExp(`(${stretches}) +`, 'i')
const sizeFamilyRe = new RegExp(
`([\\d\\.]+)(${units}) *((?:${string})( *, *(?:${string}))*)`)
/**
* Cache font parsing.
*/
const cache = {}
const defaultHeight = 16 // pt, common browser default
/**
* Parse font `str`.
*
* @param {String} str
* @return {Object} Parsed font. `size` is in device units. `unit` is the unit
* appearing in the input string.
* @api private
*/
module.exports = str => {
// Cached
if (cache[str]) return cache[str]
// Try for required properties first.
const sizeFamily = sizeFamilyRe.exec(str)
if (!sizeFamily) return // invalid
// Default values and required properties
const font = {
weight: 'normal',
style: 'normal',
stretch: 'normal',
variant: 'normal',
size: parseFloat(sizeFamily[1]),
unit: sizeFamily[2],
family: sizeFamily[3].replace(/["']/g, '').replace(/ *, */g, ',')
}
// Optional, unordered properties.
let weight, style, variant, stretch
// Stop search at `sizeFamily.index`
const substr = str.substring(0, sizeFamily.index)
if ((weight = weightRe.exec(substr))) font.weight = weight[1]
if ((style = styleRe.exec(substr))) font.style = style[1]
if ((variant = variantRe.exec(substr))) font.variant = variant[1]
if ((stretch = stretchRe.exec(substr))) font.stretch = stretch[1]
// Convert to device units. (`font.unit` is the original unit)
// TODO: ch, ex
switch (font.unit) {
case 'pt':
font.size /= 0.75
break
case 'pc':
font.size *= 16
break
case 'in':
font.size *= 96
break
case 'cm':
font.size *= 96.0 / 2.54
break
case 'mm':
font.size *= 96.0 / 25.4
break
case '%':
// TODO disabled because existing unit tests assume 100
// font.size *= defaultHeight / 100 / 0.75
break
case 'em':
case 'rem':
font.size *= defaultHeight / 0.75
break
case 'q':
font.size *= 96 / 25.4 / 4
break
}
return (cache[str] = font)
}
/***/ }),
/***/ 152:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
/* harmony export */ __webpack_require__.d(__webpack_exports__, {
/* harmony export */ z: () => (/* binding */ mod)
/* harmony export */ });
/* harmony import */ var _engine__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(1585);
/* harmony import */ var _kernel_names__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(5441);
/* harmony import */ var _tensor_util__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(565);
/* harmony import */ var _tensor_util_env__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(8189);
/* harmony import */ var _operation__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(929);
/**
* @license
* Copyright 2020 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
/**
* Returns the mod of a and b element-wise.
* `floor(x / y) * y + mod(x, y) = x`
* Supports broadcasting.
*
* We also expose `tf.modStrict` which has the same signature as this op and
* asserts that `a` and `b` are the same shape (does not broadcast).
*
* ```js
* const a = tf.tensor1d([1, 4, 3, 16]);
* const b = tf.tensor1d([1, 2, 9, 4]);
*
* a.mod(b).print(); // or tf.mod(a, b)
* ```
*
* ```js
* // Broadcast a mod b.
* const a = tf.tensor1d([2, 4, 6, 8]);
* const b = tf.scalar(5);
*
* a.mod(b).print(); // or tf.mod(a, b)
* ```
*
* @param a The first tensor.
* @param b The second tensor. Must have the same type as `a`.
*
* @doc {heading: 'Operations', subheading: 'Arithmetic'}
*/
function mod_(a, b) {
let $a = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(a, 'a', 'mod');
let $b = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(b, 'b', 'mod');
[$a, $b] = (0,_tensor_util__WEBPACK_IMPORTED_MODULE_2__.makeTypesMatch)($a, $b);
const inputs = { a: $a, b: $b };
return _engine__WEBPACK_IMPORTED_MODULE_0__/* .ENGINE */ .T2.runKernel(_kernel_names__WEBPACK_IMPORTED_MODULE_3__/* .Mod */ .BLA, inputs);
}
const mod = /* @__PURE__ */ (0,_operation__WEBPACK_IMPORTED_MODULE_4__.op)({ mod_ });
//# sourceMappingURL=data:application/json;base64,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
/***/ }),
/***/ 178:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
/* harmony export */ __webpack_require__.d(__webpack_exports__, {
/* harmony export */ P: () => (/* binding */ maximum)
/* harmony export */ });
/* harmony import */ var _engine__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(1585);
/* harmony import */ var _kernel_names__WEBPACK_IMPORTED_MODULE_5__ = __webpack_require__(5441);
/* harmony import */ var _tensor_util__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(565);
/* harmony import */ var _tensor_util_env__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(8189);
/* harmony import */ var _broadcast_util__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(2198);
/* harmony import */ var _cast__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(9809);
/* harmony import */ var _operation__WEBPACK_IMPORTED_MODULE_6__ = __webpack_require__(929);
/**
* @license
* Copyright 2020 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
/**
* Returns the max of a and b (`a > b ? a : b`) element-wise.
* Supports broadcasting.
*
* We also expose `tf.maximumStrict` which has the same signature as this op and
* asserts that `a` and `b` are the same shape (does not broadcast).
*
* ```js
* const a = tf.tensor1d([1, 4, 3, 16]);
* const b = tf.tensor1d([1, 2, 9, 4]);
*
* a.maximum(b).print(); // or tf.maximum(a, b)
* ```
*
* ```js
* // Broadcast maximum a with b.
* const a = tf.tensor1d([2, 4, 6, 8]);
* const b = tf.scalar(5);
*
* a.maximum(b).print(); // or tf.maximum(a, b)
* ```
*
* @param a The first tensor.
* @param b The second tensor. Must have the same type as `a`.
*
* @doc {heading: 'Operations', subheading: 'Arithmetic'}
*/
function maximum_(a, b) {
let $a = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(a, 'a', 'maximum');
let $b = (0,_tensor_util_env__WEBPACK_IMPORTED_MODULE_1__/* .convertToTensor */ .YT)(b, 'b', 'maximum');
[$a, $b] = (0,_tensor_util__WEBPACK_IMPORTED_MODULE_2__.makeTypesMatch)($a, $b);
if ($a.dtype === 'bool') {
$a = (0,_cast__WEBPACK_IMPORTED_MODULE_3__/* .cast */ .w)($a, 'int32');
$b = (0,_cast__WEBPACK_IMPORTED_MODULE_3__/* .cast */ .w)($b, 'int32');
}
(0,_broadcast_util__WEBPACK_IMPORTED_MODULE_4__.assertAndGetBroadcastShape)($a.shape, $b.shape);
const inputs = { a: $a, b: $b };
return _engine__WEBPACK_IMPORTED_MODULE_0__/* .ENGINE */ .T2.runKernel(_kernel_names__WEBPACK_IMPORTED_MODULE_5__/* .Maximum */ .LDN, inputs);
}
const maximum = /* @__PURE__ */ (0,_operation__WEBPACK_IMPORTED_MODULE_6__.op)({ maximum_ });
//# sourceMappingURL=data:application/json;base64,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
/***/ }),
/***/ 252:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
/* harmony export */ __webpack_require__.d(__webpack_exports__, {
/* harmony export */ v: () => (/* binding */ conv2DBackpropInput)
/* harmony export */ });
/* harmony import */ var _engine__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(1585);
/* harmony import */ var _kernel_names__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(5441);
/* harmony import */ var _util__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(5119);
/* harmony import */ var _conv_util__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(7195);
/* harmony import */ var _operation__WEBPACK_IMPORTED_MODULE_5__ = __webpack_require__(929);
/* harmony import */ var _reshape__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(2302);
/**
* @license
* Copyright 2020 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
/**
* Computes the derivative of the input of a 2D convolution.
*
* @param xShape The shape of the input: [batch, height, width, inDepth].
* If length of 3, batch of 1 is assumed.
* @param dy The derivative of the output, of rank 4 or rank 3 of shape
* `[batch, outHeight, outWidth, outDepth]`. If rank 3, batch of 1 is
* assumed.
* @param filter The filter, rank 4, of shape
* `[filterHeight, filterWidth, inDepth, outDepth]`.
* @param strides The strides of the convolution: `[strideHeight,
* strideWidth]`.
* @param pad The type of padding algorithm used:
* - `same` and stride 1: output will be of same size as input,
* regardless of filter size.
* - `valid`: output will be smaller than input if filter is larger
* than 1x1.
* @param dataFormat: An optional string from: "NHWC", "NCHW". Defaults to
* "NHWC". Specify the data format of the input and output data. With the
* default format "NHWC", the data is stored in the order of: [batch,
* height, width, channels].
* @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. If none is
* provided, it will default to truncate.
*/
function conv2DBackpropInput_(xShape, dy, filter, strides, pad, dataFormat = 'NHWC', dimRoundingMode) {
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(xShape.length === dy.rank, () => `Length of inShape ` +
`(${xShape.length}) and rank of dy (${dy.rank}) must match`);
let xShape4D = xShape;
let dy4D = dy;
let reshapedTo4D = false;
if (dy.rank === 3) {
reshapedTo4D = true;
dy4D = (0,_reshape__WEBPACK_IMPORTED_MODULE_2__/* .reshape */ .t)(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);
xShape4D = [1, xShape[0], xShape[1], xShape[2]];
}
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(xShape4D.length === 4, () => `Error in conv2dDerInput: inShape must be length 4, but got length ` +
`${xShape4D.length}.`);
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(dy4D.rank === 4, () => `Error in conv2dDerInput: dy must be rank 4, but got ` +
`rank ${dy4D.rank}`);
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(filter.rank === 4, () => `Error in conv2dDerInput: filter must be rank 4, but got ` +
`rank ${filter.rank}`);
const inDepth = dataFormat === 'NHWC' ? xShape4D[3] : xShape4D[1];
const outDepth = dataFormat === 'NHWC' ? dy4D.shape[3] : dy4D.shape[1];
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(inDepth === filter.shape[2], () => `Error in conv2dDerInput: depth of input (${inDepth}) must ` +
`match input depth for filter ${filter.shape[2]}.`);
_util__WEBPACK_IMPORTED_MODULE_1__/* .assert */ .vA(outDepth === filter.shape[3], () => `Error in conv2dDerInput: depth of output (${outDepth}) must ` +
`match output depth for filter ${filter.shape[3]}.`);
_conv_util__WEBPACK_IMPORTED_MODULE_3__/* .checkPadOnDimRoundingMode */ .s_('conv2dDerInput', pad, dimRoundingMode);
const inputs = { dy: dy4D, filter };
const attrs = { strides, pad, dataFormat, dimRoundingMode, inputShape: xShape4D };
// tslint:disable-next-line: no-unnecessary-type-assertion
const res = _engine__WEBPACK_IMPORTED_MODULE_0__/* .ENGINE */ .T2.runKernel(_kernel_names__WEBPACK_IMPORTED_MODULE_4__/* .Conv2DBackpropInput */ .jfg, inputs, attrs);
if (reshapedTo4D) {
return (0,_reshape__WEBPACK_IMPORTED_MODULE_2__/* .reshape */ .t)(res, [res.shape[1], res.shape[2], res.shape[3]]);
}
return res;
}
const conv2DBackpropInput = /* @__PURE__ */ (0,_operation__WEBPACK_IMPORTED_MODULE_5__.op)({ conv2DBackpropInput_ });
//# sourceMappingURL=data:application/json;base64,{"version":3,"file":"conv2d_backprop_input.js","sourceRoot":"","sources":["../../../../../../tfjs-core/src/ops/conv2d_backprop_input.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;GAeG;AACH,OAAO,EAAC,MAAM,EAAC,MAAM,WAAW,CAAC;AACjC,OAAO,EAAC,mBAAmB,EAAsD,MAAM,iBAAiB,CAAC;AAIzG,OAAO,KAAK,IAAI,MAAM,SAAS,CAAC;AAEhC,OAAO,KAAK,SAAS,MAAM,aAAa,CAAC;AACzC,OAAO,EAAC,EAAE,EAAC,MAAM,aAAa,CAAC;AAC/B,OAAO,EAAC,OAAO,EAAC,MAAM,WAAW,CAAC;AAElC;;;;;;;;;;;;;;;;;;;;;;;GAuBG;AACH,SAAS,oBAAoB,CACzB,MAAiE,EAAE,EAAK,EACxE,MAAgB,EAAE,OAAgC,EAClD,GAAoD,EACpD,aAA4B,MAAM,EAClC,eAAwC;IAC1C,IAAI,CAAC,MAAM,CACP,MAAM,CAAC,MAAM,KAAK,EAAE,CAAC,IAAI,EACzB,GAAG,EAAE,CAAC,oBAAoB;QACtB,IAAI,MAAM,CAAC,MAAM,qBAAqB,EAAE,CAAC,IAAI,cAAc,CAAC,CAAC;IAErE,IAAI,QAAQ,GAAG,MAA0C,CAAC;IAC1D,IAAI,IAAI,GAAG,EAAc,CAAC;IAC1B,IAAI,YAAY,GAAG,KAAK,CAAC;IACzB,IAAI,EAAE,CAAC,IAAI,KAAK,CAAC,EAAE;QACjB,YAAY,GAAG,IAAI,CAAC;QACpB,IAAI,GAAG,OAAO,CAAC,EAAE,EAAE,CAAC,CAAC,EAAE,EAAE,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC;QAC/D,QAAQ,GAAG,CAAC,CAAC,EAAE,MAAM,CAAC,CAAC,CAAC,EAAE,MAAM,CAAC,CAAC,CAAC,EAAE,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC;KACjD;IAED,IAAI,CAAC,MAAM,CACP,QAAQ,CAAC,MAAM,KAAK,CAAC,EACrB,GAAG,EAAE,CACD,oEAAoE;QACpE,GAAG,QAAQ,CAAC,MAAM,GAAG,CAAC,CAAC;IAC/B,IAAI,CAAC,MAAM,CACP,IAAI,CAAC,IAAI,KAAK,CAAC,EACf,GAAG,EAAE,CAAC,sDAAsD;QACxD,QAAQ,IAAI,CAAC,IAAI,EAAE,CAAC,CAAC;IAC7B,IAAI,CAAC,MAAM,CACP,MAAM,CAAC,IAAI,KAAK,CAAC,EACjB,GAAG,EAAE,CAAC,0DAA0D;QAC5D,QAAQ,MAAM,CAAC,IAAI,EAAE,CAAC,CAAC;IAC/B,MAAM,OAAO,GAAG,UAAU,KAAK,MAAM,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,QAAQ,CAAC,CAAC,CAAC,CAAC;IAClE,MAAM,QAAQ,GAAG,UAAU,KAAK,MAAM,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,IAAI,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC;IACvE,IAAI,CAAC,MAAM,CACP,OAAO,KAAK,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,EAC3B,GAAG,EAAE,CAAC,4CAA4C,OAAO,SAAS;QAC9D,gCAAgC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;IAC5D,IAAI,CAAC,MAAM,CACP,QAAQ,KAAK,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,EAC5B,GAAG,EAAE,CAAC,6CAA6C,QAAQ,SAAS;QAChE,iCAAiC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,GAAG,CAAC,CAAC;IAC7D,SAAS,CAAC,yBAAyB,CAAC,gBAAgB,EAAE,GAAG,EAAE,eAAe,CAAC,CAAC;IAC5E,MAAM,MAAM,GAA8B,EAAC,EAAE,EAAE,IAAI,EAAE,MAAM,EAAC,CAAC;IAC7D,MAAM,KAAK,GACP,EAAC,OAAO,EAAE,GAAG,EAAE,UAAU,EAAE,eAAe,EAAE,UAAU,EAAE,QAAQ,EAAC,CAAC;IAEtE,0DAA0D;IAC1D,MAAM,GAAG,GAAG,MAAM,CAAC,SAAS,CACZ,mBAAmB,EAAE,MAAmC,EACxD,KAAgC,CAAM,CAAC;IAEvD,IAAI,YAAY,EAAE;QAChB,OAAO,OAAO,CAAC,GAAG,EAAE,CAAC,GAAG,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,KAAK,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,KAAK,CAAC,CAAC,CAAC,CAAC,CAAM,CAAC;KACtE;IACD,OAAO,GAAG,CAAC;AACb,CAAC;AAED,MAAM,CAAC,MAAM,mBAAmB,GAAG,eAAe,CAAC,EAAE,CAAC,EAAC,oBAAoB,EAAC,CAAC,CAAC","sourcesContent":["/**\n * @license\n * Copyright 2020 Google LLC. All Rights Reserved.\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n * =============================================================================\n */\nimport {ENGINE} from '../engine';\nimport {Conv2DBackpropInput, Conv2DBackpropInputAttrs, Conv2DBackpropInputInputs} from '../kernel_names';\nimport {NamedAttrMap} from '../kernel_registry';\nimport {Tensor3D, Tensor4D} from '../tensor';\nimport {NamedTensorMap} from '../tensor_types';\nimport * as util from '../util';\n\nimport * as conv_util from './conv_util';\nimport {op} from './operation';\nimport {reshape} from './reshape';\n\n/**\n * Computes the derivative of the input of a 2D convolution.\n *\n * @param xShape The shape of the input: [batch, height, width, inDepth].\n * If length of 3, batch of 1 is assumed.\n * @param dy The derivative of the output, of rank 4 or rank 3 of shape\n *   `[batch, outHeight, outWidth, outDepth]`. If rank 3, batch of 1 is\n * assumed.\n * @param filter The filter, rank 4, of shape\n *     `[filterHeight, filterWidth, inDepth, outDepth]`.\n * @param strides The strides of the convolution: `[strideHeight,\n * strideWidth]`.\n * @param pad The type of padding algorithm used:\n *    - `same` and stride 1: output will be of same size as input,\n *       regardless of filter size.\n *    - `valid`: output will be smaller than input if filter is larger\n *       than 1x1.\n * @param dataFormat: An optional string from: \"NHWC\", \"NCHW\". Defaults to\n *     \"NHWC\". Specify the data format of the input and output data. With the\n *     default format \"NHWC\", the data is stored in the order of: [batch,\n *     height, width, channels].\n * @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. If none is\n *     provided, it will default to truncate.\n */\nfunction conv2DBackpropInput_<T extends Tensor3D|Tensor4D>(\n    xShape: [number, number, number, number]|[number, number, number], dy: T,\n    filter: Tensor4D, strides: [number, number]|number,\n    pad: 'valid'|'same'|number|conv_util.ExplicitPadding,\n    dataFormat: 'NHWC'|'NCHW' = 'NHWC',\n    dimRoundingMode?: 'floor'|'round'|'ceil'): T {\n  util.assert(\n      xShape.length === dy.rank,\n      () => `Length of inShape ` +\n          `(${xShape.length}) and rank of dy (${dy.rank}) must match`);\n\n  let xShape4D = xShape as [number, number, number, number];\n  let dy4D = dy as Tensor4D;\n  let reshapedTo4D = false;\n  if (dy.rank === 3) {\n    reshapedTo4D = true;\n    dy4D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);\n    xShape4D = [1, xShape[0], xShape[1], xShape[2]];\n  }\n\n  util.assert(\n      xShape4D.length === 4,\n      () =>\n          `Error in conv2dDerInput: inShape must be length 4, but got length ` +\n          `${xShape4D.length}.`);\n  util.assert(\n      dy4D.rank === 4,\n      () => `Error in conv2dDerInput: dy must be rank 4, but got ` +\n          `rank ${dy4D.rank}`);\n  util.assert(\n      filter.rank === 4,\n      () => `Error in conv2dDerInput: filter must be rank 4, but got ` +\n          `rank ${filter.rank}`);\n  const inDepth = dataFormat === 'NHWC' ? xShape4D[3] : xShape4D[1];\n  const outDepth = dataFormat === 'NHWC' ? dy4D.shape[3] : dy4D.shape[1];\n  util.assert(\n      inDepth === filter.shape[2],\n      () => `Error in conv2dDerInput: depth of input (${inDepth}) must ` +\n          `match input depth for filter ${filter.shape[2]}.`);\n  util.assert(\n      outDepth === filter.shape[3],\n      () => `Error in conv2dDerInput: depth of output (${outDepth}) must ` +\n          `match output depth for filter ${filter.shape[3]}.`);\n  conv_util.checkPadOnDimRoundingMode('conv2dDerInput', pad, dimRoundingMode);\n  const inputs: Conv2DBackpropInputInputs = {dy: dy4D, filter};\n  const attrs: Conv2DBackpropInputAttrs =\n      {strides, pad, dataFormat, dimRoundingMode, inputShape: xShape4D};\n\n  // tslint:disable-next-line: no-unnecessary-type-assertion\n  const res = ENGINE.runKernel(\n                  Conv2DBackpropInput, inputs as unknown as NamedTensorMap,\n                  attrs as unknown as NamedAttrMap) as T;\n\n  if (reshapedTo4D) {\n    return reshape(res, [res.shape[1], res.shape[2], res.shape[3]]) as T;\n  }\n  return res;\n}\n\nexport const conv2DBackpropInput = /* @__PURE__ */ op({conv2DBackpropInput_});\n"]}
/***/ }),
/***/ 259:
/***/ ((__unused_webpack_module, __webpack_exports__, __webpack_require__) => {
"use strict";
// EXPORTS
__webpack_require__.d(__webpack_exports__, {
qY: () => (/* binding */ Tensor),
yl: () => (/* binding */ TensorBuffer),
rT: () => (/* binding */ Variable),
tp: () => (/* binding */ getGlobalTensorClass),
B4: () => (/* binding */ setDeprecationWarningFn),
Q5: () => (/* binding */ setOpHandler),
qP: () => (/* binding */ setTensorTracker)
});
// EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/global_util.js
var global_util = __webpack_require__(1743);
// EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/util_base.js
var util_base = __webpack_require__(5119);
;// ./node_modules/@tensorflow/tfjs-core/dist/tensor_format.js
/**
* @license
* Copyright 2018 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
// Maximum number of values before we decide to show ellipsis.
const FORMAT_LIMIT_NUM_VALS = 20;
// Number of first and last values to show when displaying a, b,...,y, z.
const FORMAT_NUM_FIRST_LAST_VALS = 3;
// Number of significant digits to show.
const FORMAT_NUM_SIG_DIGITS = 7;
function tensorToString(vals, shape, dtype, verbose) {
const strides = (0,util_base/* computeStrides */.Ur)(shape);
const padPerCol = computeMaxSizePerColumn(vals, shape, dtype, strides);
const rank = shape.length;
const valsLines = subTensorToString(vals, shape, dtype, strides, padPerCol);
const lines = ['Tensor'];
if (verbose) {
lines.push(` dtype: ${dtype}`);
lines.push(` rank: ${rank}`);
lines.push(` shape: [${shape}]`);
lines.push(` values:`);
}
lines.push(valsLines.map(l => ' ' + l).join('\n'));
return lines.join('\n');
}
function computeMaxSizePerColumn(vals, shape, dtype, strides) {
const n = (0,util_base/* sizeFromShape */.Ze)(shape);
const numCols = strides[strides.length - 1];
const padPerCol = new Array(numCols).fill(0);
const rank = shape.length;
const valuesOrTuples = dtype === 'complex64' ? createComplexTuples(vals) : vals;
if (rank > 1) {
for (let row = 0; row < n / numCols; row++) {
const offset = row * numCols;
for (let j = 0; j < numCols; j++) {
padPerCol[j] = Math.max(padPerCol[j], valToString(valuesOrTuples[offset + j], 0, dtype).length);
}
}
}
return padPerCol;
}
function valToString(val, pad, dtype) {
let valStr;
if (Array.isArray(val)) {
valStr = `${parseFloat(val[0].toFixed(FORMAT_NUM_SIG_DIGITS))} + ` +
`${parseFloat(val[1].toFixed(FORMAT_NUM_SIG_DIGITS))}j`;
}
else if ((0,util_base/* isString */.Kg)(val)) {
valStr = `'${val}'`;
}
else if (dtype === 'bool') {
valStr = boolNumToString(val);
}
else {
valStr = parseFloat(val.toFixed(FORMAT_NUM_SIG_DIGITS)).toString();
}
return (0,util_base/* rightPad */.av)(valStr, pad);
}
function boolNumToString(v) {
return v === 0 ? 'false' : 'true';
}
function subTensorToString(vals, shape, dtype, strides, padPerCol, isLast = true) {
const storagePerElement = dtype === 'complex64' ? 2 : 1;
const size = shape[0];
const rank = shape.length;
if (rank === 0) {
if (dtype === 'complex64') {
const complexTuple = createComplexTuples(vals);
return [valToString(complexTuple[0], 0, dtype)];
}
if (dtype === 'bool') {
return [boolNumToString(vals[0])];
}
return [vals[0].toString()];
}
if (rank === 1) {
if (size > FORMAT_LIMIT_NUM_VALS) {
const firstValsSize = FORMAT_NUM_FIRST_LAST_VALS * storagePerElement;
let firstVals = Array.from(vals.slice(0, firstValsSize));
let lastVals = Array.from(vals.slice((size - FORMAT_NUM_FIRST_LAST_VALS) * storagePerElement, size * storagePerElement));
if (dtype === 'complex64') {
firstVals = createComplexTuples(firstVals);
lastVals = createComplexTuples(lastVals);
}
return [
'[' +
firstVals.map((x, i) => valToString(x, padPerCol[i], dtype))
.join(', ') +
', ..., ' +
lastVals
.map((x, i) => valToString(x, padPerCol[size - FORMAT_NUM_FIRST_LAST_VALS + i], dtype))
.join(', ') +
']'
];
}
const displayVals = dtype === 'complex64' ? createComplexTuples(vals) :
Array.from(vals);
return [
'[' +
displayVals.map((x, i) => valToString(x, padPerCol[i], dtype))
.join(', ') +
']'
];
}
// The array is rank 2 or more.
const subshape = shape.slice(1);
const substrides = strides.slice(1);
const stride = strides[0] * storagePerElement;
const lines = [];
if (size > FORMAT_LIMIT_NUM_VALS) {
for (let i = 0; i < FORMAT_NUM_FIRST_LAST_VALS; i++) {
const start = i * stride;